Enhance AIAgent tool messaging and add Obsidian skill documentation

- Introduced a new method `_format_status` in `run_agent.py` for consistent formatting of tool execution messages in the CLI.
- Updated various tool messages to utilize the new formatting method, improving readability and alignment.
- Added a new skill documentation file for Obsidian, detailing commands for reading, searching, and creating notes within the Obsidian vault.

.cursorrules

@@ -0,0 +1,201 @@
+Hermes-Agent is an agent harness for LLMs with an interactive CLI.
+
+## Development Environment
+
+**IMPORTANT**: Always use the virtual environment if it exists:
+```bash
+source venv/bin/activate  # Before running any Python commands
+```
+
+## Project Structure
+
+- `hermes` - CLI launcher script (run with `./hermes`)
+- `cli.py` - Interactive CLI with Rich UI, prompt_toolkit, animated spinners
+- `cli-config.yaml` - CLI configuration (model, terminal, toolsets, personalities)
+- `tools/` - Individual tool implementations (web, terminal, browser, vision, etc.)
+- `tools/__init__.py` - Exports all tools for importing
+- `model_tools.py` - Consolidates tool schemas and handlers for the agent
+- `toolsets.py` - Groups tools into logical toolsets (web, terminal, browser, etc.)
+- `toolset_distributions.py` - Probability-based tool selection for data generation
+- `run_agent.py` - Primary agent runner with AIAgent class and KawaiiSpinner
+- `batch_runner.py` - Parallel batch processing with checkpointing
+- `tests/` - Test scripts
+
+## File Dependency Chain
+
+```
+tools/*.py → tools/__init__.py → model_tools.py → toolsets.py → toolset_distributions.py
+                                       ↑
+run_agent.py ──────────────────────────┘
+cli.py → run_agent.py (uses AIAgent with quiet_mode=True)
+batch_runner.py → run_agent.py + toolset_distributions.py
+```
+
+Always ensure consistency between tools, model_tools.py, and toolsets.py when changing any of them.
+
+## CLI Architecture (cli.py)
+
+The interactive CLI uses:
+- **Rich** - For the welcome banner and styled panels
+- **prompt_toolkit** - For fixed input area with history and `patch_stdout`
+- **KawaiiSpinner** (in run_agent.py) - Animated feedback during API calls and tool execution
+
+Key components:
+- `HermesCLI` class - Main CLI controller with commands and conversation loop
+- `load_cli_config()` - Loads `cli-config.yaml`, sets environment variables for terminal
+- `build_welcome_banner()` - Displays ASCII art logo, tools, and skills summary
+- `/commands` - Process user commands like `/help`, `/clear`, `/personality`, etc.
+
+CLI uses `quiet_mode=True` when creating AIAgent to suppress verbose logging and enable kawaii-style feedback instead.
+
+### Adding CLI Commands
+
+1. Add to `COMMANDS` dict with description
+2. Add handler in `process_command()` method
+3. For persistent settings, use `save_config_value()` to update `cli-config.yaml`
+
+## Adding a New Tool
+
+Follow this strict order to maintain consistency:
+
+1. Create `tools/your_tool.py` with:
+   - Handler function (sync or async) returning a JSON string via `json.dumps()`
+   - `check_*_requirements()` function to verify dependencies (e.g., API keys)
+   - Schema definition following OpenAI function-calling format
+
+2. Export in `tools/__init__.py`:
+   - Import the handler and check function
+   - Add to `__all__` list
+
+3. Register in `model_tools.py`:
+   - Create `get_*_tool_definitions()` function or add to existing
+   - Add routing in `handle_function_call()` dispatcher
+   - Update `get_all_tool_names()` with the tool name
+   - Update `get_toolset_for_tool()` mapping
+   - Update `get_available_toolsets()` and `check_toolset_requirements()`
+
+4. Add to toolset in `toolsets.py`:
+   - Add to existing toolset or create new one in TOOLSETS dict
+
+5. Optionally add to `toolset_distributions.py` for batch processing
+
+## Tool Implementation Pattern
+
+```python
+# tools/example_tool.py
+import json
+import os
+
+def check_example_requirements() -> bool:
+    """Check if required API keys/dependencies are available."""
+    return bool(os.getenv("EXAMPLE_API_KEY"))
+
+def example_tool(param: str, task_id: str = None) -> str:
+    """Execute the tool and return JSON string result."""
+    try:
+        result = {"success": True, "data": "..."}
+        return json.dumps(result, ensure_ascii=False)
+    except Exception as e:
+        return json.dumps({"error": str(e)}, ensure_ascii=False)
+```
+
+All tool handlers MUST return a JSON string. Never return raw dicts.
+
+## Stateful Tools
+
+Tools that maintain state (terminal, browser) require:
+- `task_id` parameter for session isolation between concurrent tasks
+- `cleanup_*()` function to release resources
+- Cleanup is called automatically in run_agent.py after conversation completes
+
+## Environment Variables
+
+API keys are loaded from `.env` file in repo root:
+- `OPENROUTER_API_KEY` - Main LLM API access (primary provider)
+- `FIRECRAWL_API_KEY` - Web search/extract tools
+- `BROWSERBASE_API_KEY` / `BROWSERBASE_PROJECT_ID` - Browser automation
+- `FAL_KEY` - Image generation (FLUX model)
+- `NOUS_API_KEY` - Vision and Mixture-of-Agents tools
+
+Terminal tool configuration (can also be set in `cli-config.yaml`):
+- `TERMINAL_ENV` - Backend: local, docker, singularity, modal, or ssh
+- `TERMINAL_CWD` - Working directory
+- `TERMINAL_SSH_HOST`, `TERMINAL_SSH_USER`, `TERMINAL_SSH_KEY` - For SSH backend
+
+## Agent Loop (run_agent.py)
+
+The AIAgent class handles:
+- Processing enabled toolsets to provide to the model
+- Piping prompts to the agent
+- Looping LLM calls when tools are invoked, until natural language response
+- Returning the final response
+
+Uses OpenAI-compatible API (primarily OpenRouter) with the OpenAI Python SDK.
+
+## Reasoning Model Support
+
+For models that support chain-of-thought reasoning:
+- Extract `reasoning_content` from API responses
+- Store in `assistant_msg["reasoning"]` for trajectory export
+- Pass back via `reasoning_content` field on subsequent turns
+
+## Trajectory Format
+
+Conversations are saved in ShareGPT format for training:
+```json
+{"from": "system", "value": "System prompt with <tools>...</tools>"}
+{"from": "human", "value": "User message"}
+{"from": "gpt", "value": "<think>reasoning</think>\n<tool_call>{...}</tool_call>"}
+{"from": "tool", "value": "<tool_response>{...}</tool_response>"}
+{"from": "gpt", "value": "Final response"}
+```
+
+Tool calls use `<tool_call>` XML tags, responses use `<tool_response>` tags, reasoning uses `<think>` tags.
+
+## Batch Processing (batch_runner.py)
+
+For processing multiple prompts:
+- Parallel execution with multiprocessing
+- Content-based resume for fault tolerance (matches on prompt text, not indices)
+- Toolset distributions control probabilistic tool availability per prompt
+- Output: `data/<run_name>/trajectories.jsonl` (combined) + individual batch files
+
+## Logging
+
+Trajectories restructure tools as a system prompt for storage in a format suitable for later training use.
+
+## Skills System
+
+Skills are on-demand knowledge documents the agent can load. Located in `skills/` directory:
+
+```
+skills/
+├── mlops/                    # Category folder
+│   ├── axolotl/             # Skill folder
+│   │   ├── SKILL.md         # Main instructions (required)
+│   │   ├── references/      # Additional docs, API specs
+│   │   └── templates/       # Output formats, configs
+│   └── vllm/
+│       └── SKILL.md
+└── example-skill/
+    └── SKILL.md
+```
+
+**Progressive disclosure** (token-efficient):
+1. `skills_categories()` - List category names (~50 tokens)
+2. `skills_list(category)` - Name + description per skill (~3k tokens)
+3. `skill_view(name)` - Full content + tags + linked files
+
+SKILL.md files use YAML frontmatter:
+```yaml
+---
+name: skill-name
+description: Brief description for listing
+tags: [tag1, tag2]
+related_skills: [other-skill]
+version: 1.0.0
+---
+# Skill Content...
+```
+
+Tool files: `tools/skills_tool.py` → `model_tools.py` → `toolsets.py`

.dockerignore

@@ -1,16 +0,0 @@
-# Git
-.git
-.gitignore
-.gitmodules
-
-# Dependencies
-node_modules
-.venv
-
-# CI/CD
-.github
-
-# Environment files
-.env
-
-*.md

.env.example

@@ -7,217 +7,81 @@
 # OpenRouter provides access to many models through one API
 # All LLM calls go through OpenRouter - no direct provider keys needed
 # Get your key at: https://openrouter.ai/keys
-# OPENROUTER_API_KEY=
+OPENROUTER_API_KEY=
 
-# Default model is configured in ~/.hermes/config.yaml (model.default).
-# Use 'hermes model' or 'hermes setup' to change it.
-# LLM_MODEL is no longer read from .env — this line is kept for reference only.
-# LLM_MODEL=anthropic/claude-opus-4.6
-
-# =============================================================================
-# LLM PROVIDER (Google AI Studio / Gemini)
-# =============================================================================
-# Native Gemini API via Google's OpenAI-compatible endpoint.
-# Get your key at: https://aistudio.google.com/app/apikey
-# GOOGLE_API_KEY=your_google_ai_studio_key_here
-# GEMINI_API_KEY=your_gemini_key_here  # alias for GOOGLE_API_KEY
-# Optional base URL override (default: Google's OpenAI-compatible endpoint)
-# GEMINI_BASE_URL=https://generativelanguage.googleapis.com/v1beta/openai
-
-# =============================================================================
-# LLM PROVIDER (Ollama Cloud)
-# =============================================================================
-# Cloud-hosted open models via Ollama's OpenAI-compatible endpoint.
-# Get your key at: https://ollama.com/settings
-# OLLAMA_API_KEY=your_ollama_key_here
-# Optional base URL override (default: https://ollama.com/v1)
-# OLLAMA_BASE_URL=https://ollama.com/v1
-
-# =============================================================================
-# LLM PROVIDER (z.ai / GLM)
-# =============================================================================
-# z.ai provides access to ZhipuAI GLM models (GLM-4-Plus, etc.)
-# Get your key at: https://z.ai or https://open.bigmodel.cn
-# GLM_API_KEY=
-# GLM_BASE_URL=https://api.z.ai/api/paas/v4  # Override default base URL
-
-# =============================================================================
-# LLM PROVIDER (Kimi / Moonshot)
-# =============================================================================
-# Kimi Code provides access to Moonshot AI coding models (kimi-k2.5, etc.)
-# Get your key at: https://platform.kimi.ai (Kimi Code console)
-# Keys prefixed sk-kimi- use the Kimi Code API (api.kimi.com) by default.
-# Legacy keys from platform.moonshot.ai need KIMI_BASE_URL override below.
-# KIMI_API_KEY=
-# KIMI_BASE_URL=https://api.kimi.com/coding/v1  # Default for sk-kimi- keys
-# KIMI_BASE_URL=https://api.moonshot.ai/v1      # For legacy Moonshot keys
-# KIMI_BASE_URL=https://api.moonshot.cn/v1       # For Moonshot China keys
-# KIMI_CN_API_KEY=                               # Dedicated Moonshot China key
-
-# =============================================================================
-# LLM PROVIDER (Arcee AI)
-# =============================================================================
-# Arcee AI provides access to Trinity models (trinity-mini, trinity-large-*)
-# Get an Arcee key at: https://chat.arcee.ai/
-# ARCEEAI_API_KEY=
-# ARCEE_BASE_URL=                                 # Override default base URL
-
-# =============================================================================
-# LLM PROVIDER (MiniMax)
-# =============================================================================
-# MiniMax provides access to MiniMax models (global endpoint)
-# Get your key at: https://www.minimax.io
-# MINIMAX_API_KEY=
-# MINIMAX_BASE_URL=https://api.minimax.io/v1  # Override default base URL
-
-# MiniMax China endpoint (for users in mainland China)
-# MINIMAX_CN_API_KEY=
-# MINIMAX_CN_BASE_URL=https://api.minimaxi.com/v1  # Override default base URL
-
-# =============================================================================
-# LLM PROVIDER (OpenCode Zen)
-# =============================================================================
-# OpenCode Zen provides curated, tested models (GPT, Claude, Gemini, MiniMax, GLM, Kimi)
-# Pay-as-you-go pricing. Get your key at: https://opencode.ai/auth
-# OPENCODE_ZEN_API_KEY=
-# OPENCODE_ZEN_BASE_URL=https://opencode.ai/zen/v1  # Override default base URL
-
-# =============================================================================
-# LLM PROVIDER (OpenCode Go)
-# =============================================================================
-# OpenCode Go provides access to open models (GLM-5, Kimi K2.5, MiniMax M2.5)
-# $10/month subscription. Get your key at: https://opencode.ai/auth
-# OPENCODE_GO_API_KEY=
-
-# =============================================================================
-# LLM PROVIDER (Hugging Face Inference Providers)
-# =============================================================================
-# Hugging Face routes to 20+ open models via unified OpenAI-compatible endpoint.
-# Free tier included ($0.10/month), no markup on provider rates.
-# Get your token at: https://huggingface.co/settings/tokens
-# Required permission: "Make calls to Inference Providers"
-# HF_TOKEN=
-# OPENCODE_GO_BASE_URL=https://opencode.ai/zen/go/v1  # Override default base URL
-
-# =============================================================================
-# LLM PROVIDER (Qwen OAuth)
-# =============================================================================
-# Qwen OAuth reuses your local Qwen CLI login (qwen auth qwen-oauth).
-# No API key needed — credentials come from ~/.qwen/oauth_creds.json.
-# Optional base URL override:
-# HERMES_QWEN_BASE_URL=https://portal.qwen.ai/v1
-
-# =============================================================================
-# LLM PROVIDER (Xiaomi MiMo)
-# =============================================================================
-# Xiaomi MiMo models (mimo-v2-pro, mimo-v2-omni, mimo-v2-flash).
-# Get your key at: https://platform.xiaomimimo.com
-# XIAOMI_API_KEY=your_key_here
-# Optional base URL override:
-# XIAOMI_BASE_URL=https://api.xiaomimimo.com/v1
+# Default model to use (OpenRouter format: provider/model)
+# Examples: anthropic/claude-sonnet-4, openai/gpt-4o, google/gemini-2.0-flash, zhipuai/glm-4-plus
+LLM_MODEL=anthropic/claude-sonnet-4
 
 # =============================================================================
 # TOOL API KEYS
 # =============================================================================
 
-# Exa API Key - AI-native web search and contents
-# Get at: https://exa.ai
-# EXA_API_KEY=
-
-# Parallel API Key - AI-native web search and extract
-# Get at: https://parallel.ai
-# PARALLEL_API_KEY=
-
 # Firecrawl API Key - Web search, extract, and crawl
 # Get at: https://firecrawl.dev/
-# FIRECRAWL_API_KEY=
+FIRECRAWL_API_KEY=
 
+# Nous Research API Key - Vision analysis and multi-model reasoning
+# Get at: https://inference-api.nousresearch.com/
+NOUS_API_KEY=
 
 # FAL.ai API Key - Image generation
 # Get at: https://fal.ai/
-# FAL_KEY=
-
-# Honcho - Cross-session AI-native user modeling (optional)
-# Builds a persistent understanding of the user across sessions and tools.
-# Get at: https://app.honcho.dev
-# Also requires ~/.honcho/config.json with enabled=true (see README).
-# HONCHO_API_KEY=
+FAL_KEY=
 
 # =============================================================================
 # TERMINAL TOOL CONFIGURATION
 # =============================================================================
-# Backend type: "local", "singularity", "docker", "modal", or "ssh"
-# Terminal backend is configured in ~/.hermes/config.yaml (terminal.backend).
-# Use 'hermes setup' or 'hermes config set terminal.backend docker' to change.
-# Supported: local, docker, singularity, modal, ssh
-#
-# Only override here if you need to force a backend without touching config.yaml:
-# TERMINAL_ENV=local
+# Backend type: "local", "singularity", "docker", or "modal"
+# Uncomment ONE configuration block below based on your preferred backend.
 
-# Override the container runtime binary (e.g. to use Podman instead of Docker).
-# Useful on systems where Docker's storage driver is broken or unavailable.
-# HERMES_DOCKER_BINARY=/usr/local/bin/podman
-
-# Container images (for singularity/docker/modal backends)
-# TERMINAL_DOCKER_IMAGE=nikolaik/python-nodejs:python3.11-nodejs20
-# TERMINAL_SINGULARITY_IMAGE=docker://nikolaik/python-nodejs:python3.11-nodejs20
-TERMINAL_MODAL_IMAGE=nikolaik/python-nodejs:python3.11-nodejs20
-
-
-# Working directory for terminal commands
-# For local backend: "." means current directory (resolved automatically)
-# For remote backends (ssh/docker/modal/singularity): use an absolute path
-#   INSIDE the target environment, or leave unset for the backend's default
-#   (/root for modal, / for docker, ~ for ssh). Do NOT use a host-local path.
-# Usually managed by config.yaml (terminal.cwd) — uncomment to override
-# TERMINAL_CWD=.
-
-# Default command timeout in seconds
+# -----------------------------------------------------------------------------
+# OPTION 1: Singularity/Apptainer (RECOMMENDED for HPC clusters)
+# - No root required, common on shared systems
+# - Auto-builds and caches SIF images from docker:// URLs
+# - Uses /scratch if available, otherwise /tmp
+# -----------------------------------------------------------------------------
+TERMINAL_ENV=singularity
+TERMINAL_SINGULARITY_IMAGE=docker://nikolaik/python-nodejs:python3.11-nodejs20
+TERMINAL_CWD=/workspace
 TERMINAL_TIMEOUT=60
+# Optional: Override scratch directory (auto-detects /scratch or /tmp)
+# TERMINAL_SCRATCH_DIR=/scratch/myuser/hermes
 
-# Cleanup inactive environments after this many seconds
+# -----------------------------------------------------------------------------
+# OPTION 2: Local execution (FASTEST, but no isolation)
+# - Runs directly on your machine
+# - No containers, no setup required
+# - WARNING: Commands run with your user permissions
+# -----------------------------------------------------------------------------
+# TERMINAL_ENV=local
+# TERMINAL_CWD=/tmp
+# TERMINAL_TIMEOUT=60
+
+# -----------------------------------------------------------------------------
+# OPTION 3: Docker (good isolation, requires Docker)
+# - Requires Docker installed and user in 'docker' group
+# - Each task gets an isolated container
+# -----------------------------------------------------------------------------
+# TERMINAL_ENV=docker
+# TERMINAL_DOCKER_IMAGE=nikolaik/python-nodejs:python3.11-nodejs20
+# TERMINAL_CWD=/workspace
+# TERMINAL_TIMEOUT=60
+
+# -----------------------------------------------------------------------------
+# OPTION 4: Modal (cloud execution, scalable)
+# - Requires Modal account: pip install modal && modal setup
+# - Runs in Modal's cloud sandboxes
+# - Good for scaling to many parallel workers
+# -----------------------------------------------------------------------------
+# TERMINAL_ENV=modal
+# TERMINAL_MODAL_IMAGE=nikolaik/python-nodejs:python3.11-nodejs20
+# TERMINAL_CWD=/workspace
+# TERMINAL_TIMEOUT=60
+
+# Common settings for all backends
 TERMINAL_LIFETIME_SECONDS=300
-
-# =============================================================================
-# SSH REMOTE EXECUTION (for TERMINAL_ENV=ssh)
-# =============================================================================
-# Run terminal commands on a remote server via SSH.
-# Agent code stays on your machine, commands execute remotely.
-#
-# SECURITY BENEFITS:
-# - Agent cannot read your .env file (API keys protected)
-# - Agent cannot modify its own code
-# - Remote server acts as isolated sandbox
-# - Can safely configure passwordless sudo on remote
-#
-# TERMINAL_SSH_HOST=192.168.1.100
-# TERMINAL_SSH_USER=agent
-# TERMINAL_SSH_PORT=22
-# TERMINAL_SSH_KEY=~/.ssh/id_rsa
-
-# =============================================================================
-# SUDO SUPPORT (works with ALL terminal backends)
-# =============================================================================
-# If set, enables sudo commands by piping password via `sudo -S`.
-# Works with: local, docker, singularity, modal, and ssh backends.
-# 
-# SECURITY WARNING: Password stored in plaintext. Only use on trusted machines.
-# 
-# ALTERNATIVES:
-# - For SSH backend: Configure passwordless sudo on the remote server
-# - For containers: Run as root inside the container (no sudo needed)
-# - For local: Configure /etc/sudoers for specific commands
-# - For CLI: Leave unset - you'll be prompted interactively with 45s timeout
-#
-# SUDO_PASSWORD=your_password_here
-
-# =============================================================================
-# MODAL CLOUD BACKEND (Optional - for TERMINAL_ENV=modal)
-# =============================================================================
-# Modal uses CLI authentication, not environment variables.
-# Run: pip install modal && modal setup
-# This will authenticate via browser and store credentials locally.
-# No API key needed in .env - Modal handles auth automatically.
+TERMINAL_DISK_WARNING_GB=500
 
 # =============================================================================
 # BROWSER TOOL CONFIGURATION (agent-browser + Browserbase)
@@ -231,99 +95,31 @@ TERMINAL_LIFETIME_SECONDS=300
 
 # Browserbase API Key - Cloud browser execution
 # Get at: https://browserbase.com/
-# BROWSERBASE_API_KEY=
+BROWSERBASE_API_KEY=
 
 # Browserbase Project ID - From your Browserbase dashboard
-# BROWSERBASE_PROJECT_ID=
+BROWSERBASE_PROJECT_ID=
 
 # Enable residential proxies for better CAPTCHA solving (default: true)
-# Routes traffic through residential IPs, significantly improves success rate
 BROWSERBASE_PROXIES=true
 
 # Enable advanced stealth mode (default: false, requires Scale Plan)
-# Uses custom Chromium build to avoid bot detection altogether
 BROWSERBASE_ADVANCED_STEALTH=false
 
 # Browser session timeout in seconds (default: 300)
-# Sessions are cleaned up after this duration of inactivity
 BROWSER_SESSION_TIMEOUT=300
 
-# Browser inactivity timeout - auto-cleanup inactive sessions (default: 120 = 2 min)
-# Browser sessions are automatically closed after this period of no activity
-BROWSER_INACTIVITY_TIMEOUT=120
-
 # =============================================================================
-# SESSION LOGGING
+# LEGACY/OPTIONAL
 # =============================================================================
-# Session trajectories are automatically saved to logs/ directory
-# Format: logs/session_YYYYMMDD_HHMMSS_UUID.json
-# Contains full conversation history in trajectory format for debugging/replay
 
-# =============================================================================
-# VOICE TRANSCRIPTION & OPENAI TTS
-# =============================================================================
-# Required for voice message transcription (Whisper) and OpenAI TTS voices.
-# Uses OpenAI's API directly (not via OpenRouter).
-# Named VOICE_TOOLS_OPENAI_KEY to avoid interference with OpenRouter.
-# Get at: https://platform.openai.com/api-keys
-# VOICE_TOOLS_OPENAI_KEY=
+# Morph API Key - For legacy Hecate terminal backend
+# Get at: https://morph.so/
+# MORPH_API_KEY=
 
-# =============================================================================
-# SLACK INTEGRATION
-# =============================================================================
-# Slack Bot Token - From Slack App settings (OAuth & Permissions)
-# Get at: https://api.slack.com/apps
-# SLACK_BOT_TOKEN=xoxb-...
-
-# Slack App Token - For Socket Mode (App-Level Tokens in Slack App settings)
-# SLACK_APP_TOKEN=xapp-...
-
-# Slack allowed users (comma-separated Slack user IDs)
-# SLACK_ALLOWED_USERS=
-
-# =============================================================================
-# TELEGRAM INTEGRATION
-# =============================================================================
-# Telegram Bot Token - From @BotFather (https://t.me/BotFather)
-# TELEGRAM_BOT_TOKEN=
-# TELEGRAM_ALLOWED_USERS=                  # Comma-separated user IDs
-# TELEGRAM_HOME_CHANNEL=                   # Default chat for cron delivery
-# TELEGRAM_HOME_CHANNEL_NAME=              # Display name for home channel
-
-# Webhook mode (optional — for cloud deployments like Fly.io/Railway)
-# Default is long polling. Setting TELEGRAM_WEBHOOK_URL switches to webhook mode.
-# TELEGRAM_WEBHOOK_URL=https://my-app.fly.dev/telegram
-# TELEGRAM_WEBHOOK_PORT=8443
-# TELEGRAM_WEBHOOK_SECRET=                 # Recommended for production
-
-# WhatsApp (built-in Baileys bridge — run `hermes whatsapp` to pair)
-# WHATSAPP_ENABLED=false
-# WHATSAPP_ALLOWED_USERS=15551234567
-
-# Email (IMAP/SMTP — send and receive emails as Hermes)
-# For Gmail: enable 2FA → create App Password at https://myaccount.google.com/apppasswords
-# EMAIL_ADDRESS=hermes@gmail.com
-# EMAIL_PASSWORD=xxxx xxxx xxxx xxxx
-# EMAIL_IMAP_HOST=imap.gmail.com
-# EMAIL_IMAP_PORT=993
-# EMAIL_SMTP_HOST=smtp.gmail.com
-# EMAIL_SMTP_PORT=587
-# EMAIL_POLL_INTERVAL=15
-# EMAIL_ALLOWED_USERS=your@email.com
-# EMAIL_HOME_ADDRESS=your@email.com
-
-# Gateway-wide: allow ALL users without an allowlist (default: false = deny)
-# Only set to true if you intentionally want open access.
-# GATEWAY_ALLOW_ALL_USERS=false
-
-# =============================================================================
-# RESPONSE PACING
-# =============================================================================
-# Human-like delays between message chunks on messaging platforms.
-# Makes the bot feel less robotic.
-# HERMES_HUMAN_DELAY_MODE=off     # off | natural | custom
-# HERMES_HUMAN_DELAY_MIN_MS=800   # Min delay in ms (custom mode)
-# HERMES_HUMAN_DELAY_MAX_MS=2500  # Max delay in ms (custom mode)
+# Hecate VM Settings (only if using terminal-hecate tool)
+# HECATE_VM_LIFETIME_SECONDS=300
+# HECATE_DEFAULT_SNAPSHOT_ID=snapshot_p5294qxt
 
 # =============================================================================
 # DEBUG OPTIONS
@@ -332,69 +128,3 @@ WEB_TOOLS_DEBUG=false
 VISION_TOOLS_DEBUG=false
 MOA_TOOLS_DEBUG=false
 IMAGE_TOOLS_DEBUG=false
-
-# =============================================================================
-# CONTEXT COMPRESSION (Auto-shrinks long conversations)
-# =============================================================================
-# When conversation approaches model's context limit, middle turns are
-# automatically summarized to free up space.
-#
-# Context compression is configured in ~/.hermes/config.yaml under compression:
-# CONTEXT_COMPRESSION_ENABLED=true        # Enable auto-compression (default: true)
-# CONTEXT_COMPRESSION_THRESHOLD=0.85      # Compress at 85% of context limit
-# Model is set via compression.summary_model in config.yaml (default: google/gemini-3-flash-preview)
-
-# =============================================================================
-# RL TRAINING (Tinker + Atropos)
-# =============================================================================
-# Run reinforcement learning training on language models using the Tinker API.
-# Requires the rl-server to be running (from tinker-atropos package).
-
-# Tinker API Key - RL training service
-# Get at: https://tinker-console.thinkingmachines.ai/keys
-# TINKER_API_KEY=
-
-# Weights & Biases API Key - Experiment tracking and metrics
-# Get at: https://wandb.ai/authorize
-# WANDB_API_KEY=
-
-# RL API Server URL (default: http://localhost:8080)
-# Change if running the rl-server on a different host/port
-# RL_API_URL=http://localhost:8080
-
-# =============================================================================
-# SKILLS HUB (GitHub integration for skill search/install/publish)
-# =============================================================================
-
-# GitHub Personal Access Token — for higher API rate limits on skill search/install
-# Get at: https://github.com/settings/tokens (Fine-grained recommended)
-# GITHUB_TOKEN=ghp_xxxxxxxxxxxxxxxxxxxx
-
-# GitHub App credentials (optional — for bot identity on PRs)
-# GITHUB_APP_ID=
-# GITHUB_APP_PRIVATE_KEY_PATH=
-# GITHUB_APP_INSTALLATION_ID=
-
-# Groq API key (free tier — used for Whisper STT in voice mode)
-# GROQ_API_KEY=
-
-# =============================================================================
-# STT PROVIDER SELECTION
-# =============================================================================
-# Default STT provider is "local" (faster-whisper) — runs on your machine, no API key needed.
-# Install with: pip install faster-whisper
-# Model downloads automatically on first use (~150 MB for "base").
-# To use cloud providers instead, set GROQ_API_KEY or VOICE_TOOLS_OPENAI_KEY above.
-# Provider priority: local > groq > openai
-# Configure in config.yaml: stt.provider: local | groq | openai
-
-# =============================================================================
-# STT ADVANCED OVERRIDES (optional)
-# =============================================================================
-# Override default STT models per provider (normally set via stt.model in config.yaml)
-# STT_GROQ_MODEL=whisper-large-v3-turbo
-# STT_OPENAI_MODEL=whisper-1
-
-# Override STT provider endpoints (for proxies or self-hosted instances)
-# GROQ_BASE_URL=https://api.groq.com/openai/v1
-# STT_OPENAI_BASE_URL=https://api.openai.com/v1

.envrc

@@ -1,5 +0,0 @@
-watch_file pyproject.toml uv.lock
-watch_file ui-tui/package-lock.json ui-tui/package.json
-watch_file flake.nix flake.lock nix/devShell.nix nix/tui.nix nix/package.nix nix/python.nix
-
-use flake

.gitattributes

@@ -1,2 +0,0 @@
-# Auto-generated files — collapse diffs and exclude from language stats
-web/package-lock.json linguist-generated=true

.github/ISSUE_TEMPLATE/bug_report.yml

@@ -1,162 +0,0 @@
-name: "🐛 Bug Report"
-description: Report a bug — something that's broken, crashes, or behaves incorrectly.
-title: "[Bug]: "
-labels: ["bug"]
-body:
-  - type: markdown
-    attributes:
-      value: |
-        Thanks for reporting a bug! Please fill out the sections below so we can reproduce and fix it quickly.
-
-        **Before submitting**, please:
-        - [ ] Search [existing issues](https://github.com/NousResearch/hermes-agent/issues) to avoid duplicates
-        - [ ] Update to the latest version (`hermes update`) and confirm the bug still exists
-        - [ ] Run `hermes debug share` and paste the links below (see Debug Report section)
-
-  - type: textarea
-    id: description
-    attributes:
-      label: Bug Description
-      description: A clear description of what's broken. Include error messages, tracebacks, or screenshots if relevant.
-      placeholder: |
-        What happened? What did you expect to happen instead?
-    validations:
-      required: true
-
-  - type: textarea
-    id: reproduction
-    attributes:
-      label: Steps to Reproduce
-      description: Minimal steps to trigger the bug. The more specific, the faster we can fix it.
-      placeholder: |
-        1. Run `hermes chat`
-        2. Send the message "..."
-        3. Agent calls tool X
-        4. Error appears: ...
-    validations:
-      required: true
-
-  - type: textarea
-    id: expected
-    attributes:
-      label: Expected Behavior
-      description: What should have happened instead?
-    validations:
-      required: true
-
-  - type: textarea
-    id: actual
-    attributes:
-      label: Actual Behavior
-      description: What actually happened? Include full error output if available.
-    validations:
-      required: true
-
-  - type: dropdown
-    id: component
-    attributes:
-      label: Affected Component
-      description: Which part of Hermes is affected?
-      multiple: true
-      options:
-        - CLI (interactive chat)
-        - Gateway (Telegram/Discord/Slack/WhatsApp)
-        - Setup / Installation
-        - Tools (terminal, file ops, web, code execution, etc.)
-        - Skills (skill loading, skill hub, skill guard)
-        - Agent Core (conversation loop, context compression, memory)
-        - Configuration (config.yaml, .env, hermes setup)
-        - Other
-    validations:
-      required: true
-
-  - type: dropdown
-    id: platform
-    attributes:
-      label: Messaging Platform (if gateway-related)
-      description: Which platform adapter is affected?
-      multiple: true
-      options:
-        - N/A (CLI only)
-        - Telegram
-        - Discord
-        - Slack
-        - WhatsApp
-
-  - type: textarea
-    id: debug-report
-    attributes:
-      label: Debug Report
-      description: |
-        Run `hermes debug share` from your terminal and paste the links it prints here.
-        This uploads your system info, config, and recent logs to a paste service automatically.
-
-        If you're in an interactive chat session, you can also use the `/debug` slash command — it does the same thing.
-
-        If the upload fails, run `hermes debug share --local` and paste the output directly.
-      placeholder: |
-        Report   https://paste.rs/abc123
-        agent.log   https://paste.rs/def456
-        gateway.log   https://paste.rs/ghi789
-      render: shell
-    validations:
-      required: true
-
-  - type: input
-    id: os
-    attributes:
-      label: Operating System
-      description: e.g. Ubuntu 24.04, macOS 15.2, Windows 11
-      placeholder: Ubuntu 24.04
-    validations:
-      required: true
-
-  - type: input
-    id: python-version
-    attributes:
-      label: Python Version
-      description: Output of `python --version`
-      placeholder: "3.11.9"
-
-  - type: input
-    id: hermes-version
-    attributes:
-      label: Hermes Version
-      description: Output of `hermes version`
-      placeholder: "2.1.0"
-
-  - type: textarea
-    id: logs
-    attributes:
-      label: Additional Logs / Traceback (optional)
-      description: |
-        The debug report above covers most logs. Use this field for any extra error output, 
-        tracebacks, or screenshots not captured by `hermes debug share`.
-      render: shell
-
-  - type: textarea
-    id: root-cause
-    attributes:
-      label: Root Cause Analysis (optional)
-      description: |
-        If you've dug into the code and identified the root cause, share it here.
-        Include file paths, line numbers, and code snippets if possible. This massively speeds up fixes.
-      placeholder: |
-        The bug is in `gateway/run.py` line 949. `len(history)` counts session_meta entries
-        but `agent_messages` was built from filtered history...
-
-  - type: textarea
-    id: proposed-fix
-    attributes:
-      label: Proposed Fix (optional)
-      description: If you have a fix in mind (or a PR ready), describe it here.
-      placeholder: |
-        Replace `.get()` with `.pop()` on line 289 of `gateway/platforms/base.py`
-        to actually clear the pending message after retrieval.
-
-  - type: checkboxes
-    id: pr-ready
-    attributes:
-      label: Are you willing to submit a PR for this?
-      options:
-        - label: I'd like to fix this myself and submit a PR

.github/ISSUE_TEMPLATE/config.yml

@@ -1,11 +0,0 @@
-blank_issues_enabled: true
-contact_links:
-  - name: 💬 Nous Research Discord
-    url: https://discord.gg/NousResearch
-    about: For quick questions, showcasing projects, sharing skills, and community chat.
-  - name: 📖 Documentation
-    url: https://github.com/NousResearch/hermes-agent/blob/main/README.md
-    about: Check the README and docs before opening an issue.
-  - name: 🤝 Contributing Guide
-    url: https://github.com/NousResearch/hermes-agent/blob/main/CONTRIBUTING.md
-    about: Read this before submitting a PR.

.github/ISSUE_TEMPLATE/feature_request.yml

@@ -1,85 +0,0 @@
-name: "✨ Feature Request"
-description: Suggest a new feature or improvement.
-title: "[Feature]: "
-labels: ["enhancement"]
-body:
-  - type: markdown
-    attributes:
-      value: |
-        Thanks for the suggestion! Before submitting, please consider:
-
-        - **Is this a new skill?** Most capabilities should be [skills, not tools](https://github.com/NousResearch/hermes-agent/blob/main/CONTRIBUTING.md#should-it-be-a-skill-or-a-tool). If it's a specialized integration (crypto, NFT, niche SaaS), it belongs on the Skills Hub, not bundled.
-        - **Search [existing issues](https://github.com/NousResearch/hermes-agent/issues)** — someone may have already proposed this.
-
-  - type: textarea
-    id: problem
-    attributes:
-      label: Problem or Use Case
-      description: What problem does this solve? What are you trying to do that you can't today?
-      placeholder: |
-        I'm trying to use Hermes with [provider/platform/workflow] but currently
-        there's no way to...
-    validations:
-      required: true
-
-  - type: textarea
-    id: solution
-    attributes:
-      label: Proposed Solution
-      description: How do you think this should work? Be as specific as you can — CLI flags, config options, UI behavior.
-      placeholder: |
-        Add a `--foo` flag to `hermes chat` that enables...
-        Or: Add a config key `bar.baz` that controls...
-    validations:
-      required: true
-
-  - type: textarea
-    id: alternatives
-    attributes:
-      label: Alternatives Considered
-      description: What other approaches did you consider? Why is the proposed solution better?
-
-  - type: dropdown
-    id: type
-    attributes:
-      label: Feature Type
-      options:
-        - New tool
-        - New bundled skill
-        - CLI improvement
-        - Gateway / messaging improvement
-        - Configuration option
-        - Performance / reliability
-        - Developer experience (tests, docs, CI)
-        - Other
-    validations:
-      required: true
-
-  - type: dropdown
-    id: scope
-    attributes:
-      label: Scope
-      description: How big is this change?
-      options:
-        - Small (single file, < 50 lines)
-        - Medium (few files, < 300 lines)
-        - Large (new module or significant refactor)
-
-  - type: checkboxes
-    id: pr-ready
-    attributes:
-      label: Contribution
-      options:
-        - label: I'd like to implement this myself and submit a PR
-
-  - type: textarea
-    id: debug-report
-    attributes:
-      label: Debug Report (optional)
-      description: |
-        If this feature request is related to a problem you're experiencing, run `hermes debug share` and paste the links here.
-        In an interactive chat session, you can use `/debug` instead.
-        This helps us understand your environment and any related logs.
-      placeholder: |
-        Report   https://paste.rs/abc123
-      render: shell

.github/ISSUE_TEMPLATE/setup_help.yml

@@ -1,112 +0,0 @@
-name: "🔧 Setup / Installation Help"
-description: Having trouble installing or configuring Hermes? Ask here.
-title: "[Setup]: "
-labels: ["setup"]
-body:
-  - type: markdown
-    attributes:
-      value: |
-        Sorry you're having trouble! Please fill out the details below so we can help.
-
-        **Quick checks first:**
-        - Run `hermes debug share` and paste the links in the Debug Report section below
-        - If you're in a chat session, you can use `/debug` instead — it does the same thing
-        - Try `hermes update` to get the latest version
-        - Check the [README troubleshooting section](https://github.com/NousResearch/hermes-agent#troubleshooting)
-        - For general questions, consider the [Nous Research Discord](https://discord.gg/NousResearch) for faster help
-
-  - type: textarea
-    id: description
-    attributes:
-      label: What's Going Wrong?
-      description: Describe what you're trying to do and where it fails.
-      placeholder: |
-        I ran `hermes setup` and selected Nous Portal, but when I try to
-        start the gateway I get...
-    validations:
-      required: true
-
-  - type: textarea
-    id: steps
-    attributes:
-      label: Steps Taken
-      description: What did you do? Include the exact commands you ran.
-      placeholder: |
-        1. Ran the install script: `curl -fsSL ... | bash`
-        2. Ran `hermes setup` and chose "Quick setup"
-        3. Selected OpenRouter, entered API key
-        4. Ran `hermes chat` and got error...
-    validations:
-      required: true
-
-  - type: dropdown
-    id: install-method
-    attributes:
-      label: Installation Method
-      options:
-        - Install script (curl | bash)
-        - Manual clone + pip/uv install
-        - PowerShell installer (Windows)
-        - Docker
-        - Other
-    validations:
-      required: true
-
-  - type: input
-    id: os
-    attributes:
-      label: Operating System
-      placeholder: Ubuntu 24.04 / macOS 15.2 / Windows 11
-    validations:
-      required: true
-
-  - type: input
-    id: python-version
-    attributes:
-      label: Python Version
-      description: Output of `python --version` (or `python3 --version`)
-      placeholder: "3.11.9"
-
-  - type: input
-    id: hermes-version
-    attributes:
-      label: Hermes Version
-      description: Output of `hermes version` (if install got that far)
-      placeholder: "2.1.0"
-
-  - type: textarea
-    id: debug-report
-    attributes:
-      label: Debug Report
-      description: |
-        Run `hermes debug share` from your terminal and paste the links it prints here.
-        This uploads your system info, config, and recent logs to a paste service automatically.
-
-        If you're in an interactive chat session, you can also use the `/debug` slash command — it does the same thing.
-
-        If the upload fails or install didn't get that far, run `hermes debug share --local` and paste the output directly.
-        If even that doesn't work, run `hermes doctor` and paste that output instead.
-      placeholder: |
-        Report   https://paste.rs/abc123
-        agent.log   https://paste.rs/def456
-        gateway.log   https://paste.rs/ghi789
-      render: shell
-
-  - type: textarea
-    id: error-output
-    attributes:
-      label: Full Error Output
-      description: Paste the complete error message or traceback. This will be auto-formatted.
-      render: shell
-    validations:
-      required: true
-
-  - type: textarea
-    id: tried
-    attributes:
-      label: What I've Already Tried
-      description: List any fixes or workarounds you've already attempted.
-      placeholder: |
-        - Ran `hermes update`
-        - Tried reinstalling with `pip install -e ".[all]"`
-        - Checked that OPENROUTER_API_KEY is set in ~/.hermes/.env

.github/PULL_REQUEST_TEMPLATE.md

@@ -1,75 +0,0 @@
-## What does this PR do?
-
-<!-- Describe the change clearly. What problem does it solve? Why is this approach the right one? -->
-
-
-
-## Related Issue
-
-<!-- Link the issue this PR addresses. If no issue exists, consider creating one first. -->
-
-Fixes #
-
-## Type of Change
-
-<!-- Check the one that applies. -->
-
-- [ ] 🐛 Bug fix (non-breaking change that fixes an issue)
-- [ ] ✨ New feature (non-breaking change that adds functionality)
-- [ ] 🔒 Security fix
-- [ ] 📝 Documentation update
-- [ ] ✅ Tests (adding or improving test coverage)
-- [ ] ♻️ Refactor (no behavior change)
-- [ ] 🎯 New skill (bundled or hub)
-
-## Changes Made
-
-<!-- List the specific changes. Include file paths for code changes. -->
-
-- 
-
-## How to Test
-
-<!-- Steps to verify this change works. For bugs: reproduction steps + proof that the fix works. -->
-
-1. 
-2. 
-3. 
-
-## Checklist
-
-<!-- Complete these before requesting review. -->
-
-### Code
-
-- [ ] I've read the [Contributing Guide](https://github.com/NousResearch/hermes-agent/blob/main/CONTRIBUTING.md)
-- [ ] My commit messages follow [Conventional Commits](https://www.conventionalcommits.org/) (`fix(scope):`, `feat(scope):`, etc.)
-- [ ] I searched for [existing PRs](https://github.com/NousResearch/hermes-agent/pulls) to make sure this isn't a duplicate
-- [ ] My PR contains **only** changes related to this fix/feature (no unrelated commits)
-- [ ] I've run `pytest tests/ -q` and all tests pass
-- [ ] I've added tests for my changes (required for bug fixes, strongly encouraged for features)
-- [ ] I've tested on my platform: <!-- e.g. Ubuntu 24.04, macOS 15.2, Windows 11 -->
-
-### Documentation & Housekeeping
-
-<!-- Check all that apply. It's OK to check "N/A" if a category doesn't apply to your change. -->
-
-- [ ] I've updated relevant documentation (README, `docs/`, docstrings) — or N/A
-- [ ] I've updated `cli-config.yaml.example` if I added/changed config keys — or N/A
-- [ ] I've updated `CONTRIBUTING.md` or `AGENTS.md` if I changed architecture or workflows — or N/A
-- [ ] I've considered cross-platform impact (Windows, macOS) per the [compatibility guide](https://github.com/NousResearch/hermes-agent/blob/main/CONTRIBUTING.md#cross-platform-compatibility) — or N/A
-- [ ] I've updated tool descriptions/schemas if I changed tool behavior — or N/A
-
-## For New Skills
-
-<!-- Only fill this out if you're adding a skill. Delete this section otherwise. -->
-
-- [ ] This skill is **broadly useful** to most users (if bundled) — see [Contributing Guide](https://github.com/NousResearch/hermes-agent/blob/main/CONTRIBUTING.md#should-the-skill-be-bundled)
-- [ ] SKILL.md follows the [standard format](https://github.com/NousResearch/hermes-agent/blob/main/CONTRIBUTING.md#skillmd-format) (frontmatter, trigger conditions, steps, pitfalls)
-- [ ] No external dependencies that aren't already available (prefer stdlib, curl, existing Hermes tools)
-- [ ] I've tested the skill end-to-end: `hermes --toolsets skills -q "Use the X skill to do Y"`
-
-## Screenshots / Logs
-
-<!-- If applicable, add screenshots or log output showing the fix/feature in action. -->
-

.github/actions/nix-setup/action.yml

@@ -1,8 +0,0 @@
-name: 'Setup Nix'
-description: 'Install Nix with DeterminateSystems and enable magic-nix-cache'
-
-runs:
-  using: composite
-  steps:
-    - uses: DeterminateSystems/nix-installer-action@ef8a148080ab6020fd15196c2084a2eea5ff2d25 # v22
-    - uses: DeterminateSystems/magic-nix-cache-action@565684385bcd71bad329742eefe8d12f2e765b39 # v13

.github/workflows/contributor-check.yml

@@ -1,73 +0,0 @@
-name: Contributor Attribution Check
-
-on:
-  pull_request:
-    branches: [main]
-    paths:
-      # Only run when code files change (not docs-only PRs)
-      - '*.py'
-      - '**/*.py'
-      - '.github/workflows/contributor-check.yml'
-
-permissions:
-  contents: read
-
-jobs:
-  check-attribution:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4
-        with:
-          fetch-depth: 0  # Full history needed for git log
-
-      - name: Check for unmapped contributor emails
-        run: |
-          # Get the merge base between this PR and main
-          MERGE_BASE=$(git merge-base origin/main HEAD)
-
-          # Find any new author emails in this PR's commits
-          NEW_EMAILS=$(git log ${MERGE_BASE}..HEAD --format='%ae' --no-merges | sort -u)
-
-          if [ -z "$NEW_EMAILS" ]; then
-            echo "No new commits to check."
-            exit 0
-          fi
-
-          # Check each email against AUTHOR_MAP in release.py
-          MISSING=""
-          while IFS= read -r email; do
-            # Skip teknium and bot emails
-            case "$email" in
-              *teknium*|*noreply@github.com*|*dependabot*|*github-actions*|*anthropic.com*|*cursor.com*)
-                continue ;;
-            esac
-
-            # Check if email is in AUTHOR_MAP (either as a key or matches noreply pattern)
-            if echo "$email" | grep -qP '\+.*@users\.noreply\.github\.com'; then
-              continue  # GitHub noreply emails auto-resolve
-            fi
-
-            if ! grep -qF "\"${email}\"" scripts/release.py 2>/dev/null; then
-              AUTHOR=$(git log --author="$email" --format='%an' -1)
-              MISSING="${MISSING}\n  ${email} (${AUTHOR})"
-            fi
-          done <<< "$NEW_EMAILS"
-
-          if [ -n "$MISSING" ]; then
-            echo ""
-            echo "⚠️  New contributor email(s) not in AUTHOR_MAP:"
-            echo -e "$MISSING"
-            echo ""
-            echo "Please add mappings to scripts/release.py AUTHOR_MAP:"
-            echo -e "$MISSING" | while read -r line; do
-              email=$(echo "$line" | sed 's/^ *//' | cut -d' ' -f1)
-              [ -z "$email" ] && continue
-              echo "    \"${email}\": \"<github-username>\","
-            done
-            echo ""
-            echo "To find the GitHub username for an email:"
-            echo "  gh api 'search/users?q=EMAIL+in:email' --jq '.items[0].login'"
-            exit 1
-          else
-            echo "✅ All contributor emails are mapped in AUTHOR_MAP."
-          fi

.github/workflows/deploy-site.yml

@@ -1,84 +0,0 @@
-name: Deploy Site
-
-on:
-  release:
-    types: [published]
-  push:
-    branches: [main]
-    paths:
-      - 'website/**'
-      - 'skills/**'
-      - 'optional-skills/**'
-      - '.github/workflows/deploy-site.yml'
-  workflow_dispatch:
-
-permissions:
-  pages: write
-  id-token: write
-
-concurrency:
-  group: pages
-  cancel-in-progress: false
-
-jobs:
-  deploy-vercel:
-    if: github.event_name == 'release'
-    runs-on: ubuntu-latest
-    steps:
-      - name: Trigger Vercel Deploy
-        run: curl -X POST "${{ secrets.VERCEL_DEPLOY_HOOK }}"
-
-  deploy-docs:
-    if: github.repository == 'NousResearch/hermes-agent'
-    runs-on: ubuntu-latest
-    environment:
-      name: github-pages
-      url: ${{ steps.deploy.outputs.page_url }}
-    steps:
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4
-
-      - uses: actions/setup-node@49933ea5288caeca8642d1e84afbd3f7d6820020  # v4
-        with:
-          node-version: 20
-          cache: npm
-          cache-dependency-path: website/package-lock.json
-
-      - uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065  # v5
-        with:
-          python-version: '3.11'
-
-      - name: Install PyYAML for skill extraction
-        run: pip install pyyaml==6.0.2 httpx==0.28.1
-
-      - name: Extract skill metadata for dashboard
-        run: python3 website/scripts/extract-skills.py
-
-      - name: Build skills index (if not already present)
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: |
-          if [ ! -f website/static/api/skills-index.json ]; then
-            python3 scripts/build_skills_index.py || echo "Skills index build failed (non-fatal)"
-          fi
-
-      - name: Install dependencies
-        run: npm ci
-        working-directory: website
-
-      - name: Build Docusaurus
-        run: npm run build
-        working-directory: website
-
-      - name: Stage deployment
-        run: |
-          mkdir -p _site/docs
-          cp -r website/build/* _site/docs/
-
-      - name: Upload artifact
-        uses: actions/upload-pages-artifact@56afc609e74202658d3ffba0e8f6dda462b719fa  # v3
-        with:
-          path: _site
-
-      - name: Deploy to GitHub Pages
-        id: deploy
-        uses: actions/deploy-pages@d6db90164ac5ed86f2b6aed7e0febac5b3c0c03e  # v4

.github/workflows/docker-publish.yml

@@ -1,99 +0,0 @@
-name: Docker Build and Publish
-
-on:
-  push:
-    branches: [main]
-    paths:
-      - '**/*.py'
-      - 'pyproject.toml'
-      - 'uv.lock'
-      - 'Dockerfile'
-      - 'docker/**'
-      - '.github/workflows/docker-publish.yml'
-  release:
-    types: [published]
-
-permissions:
-  contents: read
-
-concurrency:
-  group: docker-${{ github.ref }}
-  cancel-in-progress: true
-
-jobs:
-  build-and-push:
-    # Only run on the upstream repository, not on forks
-    if: github.repository == 'NousResearch/hermes-agent'
-    runs-on: ubuntu-latest
-    timeout-minutes: 60
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4
-        with:
-          submodules: recursive
-
-      - name: Set up QEMU
-        uses: docker/setup-qemu-action@c7c53464625b32c7a7e944ae62b3e17d2b600130  # v3
-
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f  # v3
-
-      # Build amd64 only so we can `load` the image for smoke testing.
-      # `load: true` cannot export a multi-arch manifest to the local daemon.
-      # The multi-arch build follows on push to main / release.
-      - name: Build image (amd64, smoke test)
-        uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8  # v6
-        with:
-          context: .
-          file: Dockerfile
-          load: true
-          platforms: linux/amd64
-          tags: nousresearch/hermes-agent:test
-          cache-from: type=gha
-          cache-to: type=gha,mode=max
-
-      - name: Test image starts
-        run: |
-          # The image runs as the hermes user (UID 10000).  GitHub Actions
-          # creates /tmp/hermes-test root-owned by default, which hermes
-          # can't write to — chown it to match the in-container UID before
-          # bind-mounting.  Real users doing `docker run -v ~/.hermes:...`
-          # with their own UID hit the same issue and have their own
-          # remediations (HERMES_UID env var, or chown locally).
-          mkdir -p /tmp/hermes-test
-          sudo chown -R 10000:10000 /tmp/hermes-test
-          docker run --rm \
-            -v /tmp/hermes-test:/opt/data \
-            --entrypoint /opt/hermes/docker/entrypoint.sh \
-            nousresearch/hermes-agent:test --help
-
-      - name: Log in to Docker Hub
-        if: github.event_name == 'push' && github.ref == 'refs/heads/main' || github.event_name == 'release'
-        uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9  # v3
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_TOKEN }}
-
-      - name: Push multi-arch image (main branch)
-        if: github.event_name == 'push' && github.ref == 'refs/heads/main'
-        uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8  # v6
-        with:
-          context: .
-          file: Dockerfile
-          push: true
-          platforms: linux/amd64,linux/arm64
-          tags: nousresearch/hermes-agent:latest
-          cache-from: type=gha
-          cache-to: type=gha,mode=max
-
-      - name: Push multi-arch image (release)
-        if: github.event_name == 'release'
-        uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8  # v6
-        with:
-          context: .
-          file: Dockerfile
-          push: true
-          platforms: linux/amd64,linux/arm64
-          tags: nousresearch/hermes-agent:${{ github.event.release.tag_name }}
-          cache-from: type=gha
-          cache-to: type=gha,mode=max

.github/workflows/docs-site-checks.yml

@@ -1,45 +0,0 @@
-name: Docs Site Checks
-
-on:
-  pull_request:
-    paths:
-      - 'website/**'
-      - '.github/workflows/docs-site-checks.yml'
-  workflow_dispatch:
-
-permissions:
-  contents: read
-
-jobs:
-  docs-site-checks:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4
-
-      - uses: actions/setup-node@49933ea5288caeca8642d1e84afbd3f7d6820020  # v4
-        with:
-          node-version: 20
-          cache: npm
-          cache-dependency-path: website/package-lock.json
-
-      - name: Install website dependencies
-        run: npm ci
-        working-directory: website
-
-      - uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065  # v5
-        with:
-          python-version: '3.11'
-
-      - name: Install ascii-guard
-        run: python -m pip install ascii-guard==2.3.0 pyyaml==6.0.3
-
-      - name: Extract skill metadata for dashboard
-        run: python3 website/scripts/extract-skills.py
-
-      - name: Lint docs diagrams
-        run: npm run lint:diagrams
-        working-directory: website
-
-      - name: Build Docusaurus
-        run: npm run build
-        working-directory: website

.github/workflows/nix-lockfile-check.yml

@@ -1,68 +0,0 @@
-name: Nix Lockfile Check
-
-on:
-  pull_request:
-  workflow_dispatch:
-
-permissions:
-  contents: read
-  pull-requests: write
-
-concurrency:
-  group: nix-lockfile-check-${{ github.ref }}
-  cancel-in-progress: true
-
-jobs:
-  check:
-    runs-on: ubuntu-latest
-    timeout-minutes: 20
-    steps:
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4
-
-      - uses: ./.github/actions/nix-setup
-
-      - name: Resolve head SHA
-        id: sha
-        shell: bash
-        run: |
-          FULL="${{ github.event.pull_request.head.sha || github.sha }}"
-          echo "full=$FULL" >> "$GITHUB_OUTPUT"
-          echo "short=${FULL:0:7}" >> "$GITHUB_OUTPUT"
-
-      - name: Check lockfile hashes
-        id: check
-        continue-on-error: true
-        env:
-          LINK_SHA: ${{ steps.sha.outputs.full }}
-        run: nix run .#fix-lockfiles -- --check
-
-      - name: Post sticky PR comment (stale)
-        if: steps.check.outputs.stale == 'true' && github.event_name == 'pull_request'
-        uses: marocchino/sticky-pull-request-comment@52423e01640425a022ef5fd42c6fb5f633a02728  # v2.9.1
-        with:
-          header: nix-lockfile-check
-          message: |
-            ### ⚠️ npm lockfile hash out of date
-
-            Checked against commit [`${{ steps.sha.outputs.short }}`](${{ github.server_url }}/${{ github.repository }}/commit/${{ steps.sha.outputs.full }}) (PR head at check time).
-
-            The `hash = "sha256-..."` line in these nix files no longer matches the committed `package-lock.json`:
-
-            ${{ steps.check.outputs.report }}
-
-            #### Apply the fix
-
-            - [ ] **Apply lockfile fix** — tick to push a commit with the correct hashes to this PR branch
-            - Or [run the Nix Lockfile Fix workflow](${{ github.server_url }}/${{ github.repository }}/actions/workflows/nix-lockfile-fix.yml) manually (pass PR `#${{ github.event.pull_request.number }}`)
-            - Or locally: `nix run .#fix-lockfiles -- --apply` and commit the diff
-
-      - name: Clear sticky PR comment (resolved)
-        if: steps.check.outputs.stale == 'false' && github.event_name == 'pull_request'
-        uses: marocchino/sticky-pull-request-comment@52423e01640425a022ef5fd42c6fb5f633a02728  # v2.9.1
-        with:
-          header: nix-lockfile-check
-          delete: true
-
-      - name: Fail if stale
-        if: steps.check.outputs.stale == 'true'
-        run: exit 1

.github/workflows/nix-lockfile-fix.yml

@@ -1,149 +0,0 @@
-name: Nix Lockfile Fix
-
-on:
-  workflow_dispatch:
-    inputs:
-      pr_number:
-        description: 'PR number to fix (leave empty to run on the selected branch)'
-        required: false
-        type: string
-  issue_comment:
-    types: [edited]
-
-permissions:
-  contents: write
-  pull-requests: write
-
-concurrency:
-  group: nix-lockfile-fix-${{ github.event.issue.number || github.event.inputs.pr_number || github.ref }}
-  cancel-in-progress: false
-
-jobs:
-  fix:
-    # Run on manual dispatch OR when a task-list checkbox in the sticky
-    # lockfile-check comment flips from `[ ]` to `[x]`.
-    if: |
-      github.event_name == 'workflow_dispatch' ||
-      (github.event_name == 'issue_comment'
-       && github.event.issue.pull_request != null
-       && contains(github.event.comment.body, '[x] **Apply lockfile fix**')
-       && !contains(github.event.changes.body.from, '[x] **Apply lockfile fix**'))
-    runs-on: ubuntu-latest
-    timeout-minutes: 25
-    steps:
-      - name: Authorize & resolve PR
-        id: resolve
-        uses: actions/github-script@60a0d83039c74a4aee543508d2ffcb1c3799cdea  # v7.0.1
-        with:
-          script: |
-            // 1. Verify the actor has write access — applies to both checkbox
-            //    clicks and manual dispatch.
-            const { data: perm } =
-              await github.rest.repos.getCollaboratorPermissionLevel({
-                owner: context.repo.owner,
-                repo: context.repo.repo,
-                username: context.actor,
-              });
-            if (!['admin', 'write', 'maintain'].includes(perm.permission)) {
-              core.setFailed(
-                `${context.actor} lacks write access (has: ${perm.permission})`
-              );
-              return;
-            }
-
-            // 2. Resolve which ref to check out.
-            let prNumber = '';
-            if (context.eventName === 'issue_comment') {
-              prNumber = String(context.payload.issue.number);
-            } else if (context.eventName === 'workflow_dispatch') {
-              prNumber = context.payload.inputs.pr_number || '';
-            }
-
-            if (!prNumber) {
-              core.setOutput('ref', context.ref.replace(/^refs\/heads\//, ''));
-              core.setOutput('repo', context.repo.repo);
-              core.setOutput('owner', context.repo.owner);
-              core.setOutput('pr', '');
-              return;
-            }
-
-            const { data: pr } = await github.rest.pulls.get({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              pull_number: Number(prNumber),
-            });
-            core.setOutput('ref', pr.head.ref);
-            core.setOutput('repo', pr.head.repo.name);
-            core.setOutput('owner', pr.head.repo.owner.login);
-            core.setOutput('pr', String(pr.number));
-
-      # Wipe the sticky lockfile-check comment to a "running" state as soon
-      # as the job is authorized, so the user sees their click was picked up
-      # before the ~minute of nix build work.
-      - name: Mark sticky as running
-        if: steps.resolve.outputs.pr != ''
-        uses: marocchino/sticky-pull-request-comment@52423e01640425a022ef5fd42c6fb5f633a02728  # v2.9.1
-        with:
-          header: nix-lockfile-check
-          number: ${{ steps.resolve.outputs.pr }}
-          message: |
-            ### 🔄 Applying lockfile fix…
-
-            Triggered by @${{ github.actor }} — [workflow run](${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}).
-
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4
-        with:
-          repository: ${{ steps.resolve.outputs.owner }}/${{ steps.resolve.outputs.repo }}
-          ref: ${{ steps.resolve.outputs.ref }}
-          token: ${{ secrets.GITHUB_TOKEN }}
-          fetch-depth: 0
-
-      - uses: ./.github/actions/nix-setup
-
-      - name: Apply lockfile hashes
-        id: apply
-        run: nix run .#fix-lockfiles -- --apply
-
-      - name: Commit & push
-        if: steps.apply.outputs.changed == 'true'
-        shell: bash
-        run: |
-          set -euo pipefail
-          git config user.name 'github-actions[bot]'
-          git config user.email '41898282+github-actions[bot]@users.noreply.github.com'
-          git add nix/tui.nix nix/web.nix
-          git commit -m "fix(nix): refresh npm lockfile hashes"
-          git push
-
-      - name: Update sticky (applied)
-        if: steps.apply.outputs.changed == 'true' && steps.resolve.outputs.pr != ''
-        uses: marocchino/sticky-pull-request-comment@52423e01640425a022ef5fd42c6fb5f633a02728  # v2.9.1
-        with:
-          header: nix-lockfile-check
-          number: ${{ steps.resolve.outputs.pr }}
-          message: |
-            ### ✅ Lockfile fix applied
-
-            Pushed a commit refreshing the npm lockfile hashes — [workflow run](${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}).
-
-      - name: Update sticky (already current)
-        if: steps.apply.outputs.changed == 'false' && steps.resolve.outputs.pr != ''
-        uses: marocchino/sticky-pull-request-comment@52423e01640425a022ef5fd42c6fb5f633a02728  # v2.9.1
-        with:
-          header: nix-lockfile-check
-          number: ${{ steps.resolve.outputs.pr }}
-          message: |
-            ### ✅ Lockfile hashes already current
-
-            Nothing to commit — [workflow run](${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}).
-
-      - name: Update sticky (failed)
-        if: failure() && steps.resolve.outputs.pr != ''
-        uses: marocchino/sticky-pull-request-comment@52423e01640425a022ef5fd42c6fb5f633a02728  # v2.9.1
-        with:
-          header: nix-lockfile-check
-          number: ${{ steps.resolve.outputs.pr }}
-          message: |
-            ### ❌ Lockfile fix failed
-
-            See the [workflow run](${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}) for logs.

.github/workflows/nix.yml

@@ -1,33 +0,0 @@
-name: Nix
-
-on:
-  push:
-    branches: [main]
-  pull_request:
-
-permissions:
-  contents: read
-
-concurrency:
-  group: nix-${{ github.ref }}
-  cancel-in-progress: true
-
-jobs:
-  nix:
-    strategy:
-      matrix:
-        os: [ubuntu-latest, macos-latest]
-    runs-on: ${{ matrix.os }}
-    timeout-minutes: 30
-    steps:
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4
-      - uses: ./.github/actions/nix-setup
-      - name: Check flake
-        if: runner.os == 'Linux'
-        run: nix flake check --print-build-logs
-      - name: Build package
-        if: runner.os == 'Linux'
-        run: nix build --print-build-logs
-      - name: Evaluate flake (macOS)
-        if: runner.os == 'macOS'
-        run: nix flake show --json > /dev/null

.github/workflows/skills-index.yml

@@ -1,101 +0,0 @@
-name: Build Skills Index
-
-on:
-  schedule:
-    # Run twice daily: 6 AM and 6 PM UTC
-    - cron: '0 6,18 * * *'
-  workflow_dispatch:  # Manual trigger
-  push:
-    branches: [main]
-    paths:
-      - 'scripts/build_skills_index.py'
-      - '.github/workflows/skills-index.yml'
-
-permissions:
-  contents: read
-
-jobs:
-  build-index:
-    # Only run on the upstream repository, not on forks
-    if: github.repository == 'NousResearch/hermes-agent'
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4
-
-      - uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065  # v5
-        with:
-          python-version: '3.11'
-
-      - name: Install dependencies
-        run: pip install httpx==0.28.1 pyyaml==6.0.2
-
-      - name: Build skills index
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: python scripts/build_skills_index.py
-
-      - name: Upload index artifact
-        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02  # v4
-        with:
-          name: skills-index
-          path: website/static/api/skills-index.json
-          retention-days: 7
-
-  deploy-with-index:
-    needs: build-index
-    runs-on: ubuntu-latest
-    permissions:
-      pages: write
-      id-token: write
-    environment:
-      name: github-pages
-      url: ${{ steps.deploy.outputs.page_url }}
-    # Only deploy on schedule or manual trigger (not on every push to the script)
-    if: github.event_name == 'schedule' || github.event_name == 'workflow_dispatch'
-    steps:
-      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4
-
-      - uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093  # v4
-        with:
-          name: skills-index
-          path: website/static/api/
-
-      - uses: actions/setup-node@49933ea5288caeca8642d1e84afbd3f7d6820020  # v4
-        with:
-          node-version: 20
-          cache: npm
-          cache-dependency-path: website/package-lock.json
-
-      - uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065  # v5
-        with:
-          python-version: '3.11'
-
-      - name: Install PyYAML for skill extraction
-        run: pip install pyyaml==6.0.2
-
-      - name: Extract skill metadata for dashboard
-        run: python3 website/scripts/extract-skills.py
-
-      - name: Install dependencies
-        run: npm ci
-        working-directory: website
-
-      - name: Build Docusaurus
-        run: npm run build
-        working-directory: website
-
-      - name: Stage deployment
-        run: |
-          mkdir -p _site/docs
-          cp -r landingpage/* _site/
-          cp -r website/build/* _site/docs/
-          echo "hermes-agent.nousresearch.com" > _site/CNAME
-
-      - name: Upload artifact
-        uses: actions/upload-pages-artifact@56afc609e74202658d3ffba0e8f6dda462b719fa  # v3
-        with:
-          path: _site
-
-      - name: Deploy to GitHub Pages
-        id: deploy
-        uses: actions/deploy-pages@d6db90164ac5ed86f2b6aed7e0febac5b3c0c03e  # v4

.github/workflows/supply-chain-audit.yml

@@ -1,139 +0,0 @@
-name: Supply Chain Audit
-
-on:
-  pull_request:
-    types: [opened, synchronize, reopened]
-    paths:
-      - '**/*.py'
-      - '**/*.pth'
-      - '**/setup.py'
-      - '**/setup.cfg'
-      - '**/sitecustomize.py'
-      - '**/usercustomize.py'
-      - '**/__init__.pth'
-
-permissions:
-  pull-requests: write
-  contents: read
-
-# Narrow, high-signal scanner. Only fires on critical indicators of supply
-# chain attacks (e.g. the litellm-style payloads). Low-signal heuristics
-# (plain base64, plain exec/eval, dependency/Dockerfile/workflow edits,
-# Actions version unpinning, outbound POST/PUT) were intentionally
-# removed — they fired on nearly every PR and trained reviewers to ignore
-# the scanner. Keep this file's checks ruthlessly narrow: if you find
-# yourself adding WARNING-tier patterns here again, make a separate
-# advisory-only workflow instead.
-
-jobs:
-  scan:
-    name: Scan PR for critical supply chain risks
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout
-        uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4
-        with:
-          fetch-depth: 0
-
-      - name: Scan diff for critical patterns
-        id: scan
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: |
-          set -euo pipefail
-
-          BASE="${{ github.event.pull_request.base.sha }}"
-          HEAD="${{ github.event.pull_request.head.sha }}"
-
-          # Added lines only, excluding lockfiles.
-          DIFF=$(git diff "$BASE".."$HEAD" -- . ':!uv.lock' ':!*.lock' ':!package-lock.json' ':!yarn.lock' || true)
-
-          FINDINGS=""
-
-          # --- .pth files (auto-execute on Python startup) ---
-          # The exact mechanism used in the litellm supply chain attack:
-          # https://github.com/BerriAI/litellm/issues/24512
-          PTH_FILES=$(git diff --name-only "$BASE".."$HEAD" | grep '\.pth$' || true)
-          if [ -n "$PTH_FILES" ]; then
-            FINDINGS="${FINDINGS}
-          ### 🚨 CRITICAL: .pth file added or modified
-          Python \`.pth\` files in \`site-packages/\` execute automatically when the interpreter starts — no import required.
-
-          **Files:**
-          \`\`\`
-          ${PTH_FILES}
-          \`\`\`
-          "
-          fi
-
-          # --- base64 decode + exec/eval on the same line (the litellm attack pattern) ---
-          B64_EXEC_HITS=$(echo "$DIFF" | grep -n '^\+' | grep -iE 'base64\.(b64decode|decodebytes|urlsafe_b64decode)' | grep -iE 'exec\(|eval\(' | head -10 || true)
-          if [ -n "$B64_EXEC_HITS" ]; then
-            FINDINGS="${FINDINGS}
-          ### 🚨 CRITICAL: base64 decode + exec/eval combo
-          Base64-decoded strings passed directly to exec/eval — the signature of hidden credential-stealing payloads.
-
-          **Matches:**
-          \`\`\`
-          ${B64_EXEC_HITS}
-          \`\`\`
-          "
-          fi
-
-          # --- subprocess with encoded/obfuscated command argument ---
-          PROC_HITS=$(echo "$DIFF" | grep -n '^\+' | grep -E 'subprocess\.(Popen|call|run)\s*\(' | grep -iE 'base64|\\x[0-9a-f]{2}|chr\(' | head -10 || true)
-          if [ -n "$PROC_HITS" ]; then
-            FINDINGS="${FINDINGS}
-          ### 🚨 CRITICAL: subprocess with encoded/obfuscated command
-          Subprocess calls whose command strings are base64- or hex-encoded are a strong indicator of payload execution.
-
-          **Matches:**
-          \`\`\`
-          ${PROC_HITS}
-          \`\`\`
-          "
-          fi
-
-          # --- Install-hook files (setup.py/sitecustomize/usercustomize/__init__.pth) ---
-          # These execute during pip install or interpreter startup.
-          SETUP_HITS=$(git diff --name-only "$BASE".."$HEAD" | grep -E '(^|/)(setup\.py|setup\.cfg|sitecustomize\.py|usercustomize\.py|__init__\.pth)$' || true)
-          if [ -n "$SETUP_HITS" ]; then
-            FINDINGS="${FINDINGS}
-          ### 🚨 CRITICAL: Install-hook file added or modified
-          These files can execute code during package installation or interpreter startup.
-
-          **Files:**
-          \`\`\`
-          ${SETUP_HITS}
-          \`\`\`
-          "
-          fi
-
-          if [ -n "$FINDINGS" ]; then
-            echo "found=true" >> "$GITHUB_OUTPUT"
-            echo "$FINDINGS" > /tmp/findings.md
-          else
-            echo "found=false" >> "$GITHUB_OUTPUT"
-          fi
-
-      - name: Post critical finding comment
-        if: steps.scan.outputs.found == 'true'
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: |
-          BODY="## 🚨 CRITICAL Supply Chain Risk Detected
-
-          This PR contains a pattern that has been used in real supply chain attacks. A maintainer must review the flagged code carefully before merging.
-
-          $(cat /tmp/findings.md)
-
-          ---
-          *Scanner only fires on high-signal indicators: .pth files, base64+exec/eval combos, subprocess with encoded commands, or install-hook files. Low-signal warnings were removed intentionally — if you're seeing this comment, the finding is worth inspecting.*"
-
-          gh pr comment "${{ github.event.pull_request.number }}" --body "$BODY" || echo "::warning::Could not post PR comment (expected for fork PRs — GITHUB_TOKEN is read-only)"
-
-      - name: Fail on critical findings
-        if: steps.scan.outputs.found == 'true'
-        run: |
-          echo "::error::CRITICAL supply chain risk patterns detected in this PR. See the PR comment for details."
-          exit 1

.github/workflows/tests.yml

@@ -1,82 +0,0 @@
-name: Tests
-
-on:
-  push:
-    branches: [main]
-    paths-ignore:
-      - '**/*.md'
-      - 'docs/**'
-  pull_request:
-    branches: [main]
-    paths-ignore:
-      - '**/*.md'
-      - 'docs/**'
-
-permissions:
-  contents: read
-
-# Cancel in-progress runs for the same PR/branch
-concurrency:
-  group: tests-${{ github.ref }}
-  cancel-in-progress: true
-
-jobs:
-  test:
-    runs-on: ubuntu-latest
-    timeout-minutes: 20
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4
-
-      - name: Install system dependencies
-        run: sudo apt-get update && sudo apt-get install -y ripgrep
-
-      - name: Install uv
-        uses: astral-sh/setup-uv@d4b2f3b6ecc6e67c4457f6d3e41ec42d3d0fcb86  # v5
-
-      - name: Set up Python 3.11
-        run: uv python install 3.11
-
-      - name: Install dependencies
-        run: |
-          uv venv .venv --python 3.11
-          source .venv/bin/activate
-          uv pip install -e ".[all,dev]"
-
-      - name: Run tests
-        run: |
-          source .venv/bin/activate
-          python -m pytest tests/ -q --ignore=tests/integration --ignore=tests/e2e --tb=short -n auto
-        env:
-          # Ensure tests don't accidentally call real APIs
-          OPENROUTER_API_KEY: ""
-          OPENAI_API_KEY: ""
-          NOUS_API_KEY: ""
-
-  e2e:
-    runs-on: ubuntu-latest
-    timeout-minutes: 10
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5  # v4
-
-      - name: Install uv
-        uses: astral-sh/setup-uv@d4b2f3b6ecc6e67c4457f6d3e41ec42d3d0fcb86  # v5
-
-      - name: Set up Python 3.11
-        run: uv python install 3.11
-
-      - name: Install dependencies
-        run: |
-          uv venv .venv --python 3.11
-          source .venv/bin/activate
-          uv pip install -e ".[all,dev]"
-
-      - name: Run e2e tests
-        run: |
-          source .venv/bin/activate
-          python -m pytest tests/e2e/ -v --tb=short
-        env:
-          OPENROUTER_API_KEY: ""
-          OPENAI_API_KEY: ""
-          NOUS_API_KEY: ""

.gitignore

@@ -1,70 +1,43 @@
-/venv/
-/_pycache/
-*.pyc*
-__pycache__/
-.venv/
-.vscode/
-.env
-.env.local
-.env.development.local
-.env.test.local
-.env.production.local
-.env.development
-.env.test
-export*
-__pycache__/model_tools.cpython-310.pyc
-__pycache__/web_tools.cpython-310.pyc
-logs/
-data/
-.pytest_cache/
-tmp/
-temp_vision_images/
-hermes-*/*
-examples/
-tests/quick_test_dataset.jsonl
-tests/sample_dataset.jsonl
-run_datagen_kimik2-thinking.sh
-run_datagen_megascience_glm4-6.sh
-run_datagen_sonnet.sh
-source-data/*
-run_datagen_megascience_glm4-6.sh
-data/*
-node_modules/
-browser-use/
+/venv/
+/_pycache/
+hecate/
+hecate-lib/
+*.pyc*
+__pycache__/
+.venv/
+.vscode/
+.env
+.env.local
+.env.development.local
+.env.test.local
+.env.production.local
+.env.development
+.env.test
+export*
+__pycache__/model_tools.cpython-310.pyc
+__pycache__/web_tools.cpython-310.pyc
+logs/
+data/
+.pytest_cache/
+tmp/
+temp_vision_images/
+hermes-*/*
+examples/
+tests/quick_test_dataset.jsonl
+tests/sample_dataset.jsonl
+run_datagen_kimik2-thinking.sh
+run_datagen_megascience_glm4-6.sh
+run_datagen_sonnet.sh
+source-data/*
+run_datagen_megascience_glm4-6.sh
+data/*
+node_modules/
+browser-use/
 agent-browser/
 # Private keys
 *.ppk
 *.pem
 privvy*
-images/
-__pycache__/
-hermes_agent.egg-info/
-wandb/
-testlogs
 
 # CLI config (may contain sensitive SSH paths)
 cli-config.yaml
-
-# Skills Hub state (lives in ~/.hermes/skills/.hub/ at runtime, but just in case)
-skills/.hub/
-ignored/
-.worktrees/
-environments/benchmarks/evals/
-
-# Web UI build output
-hermes_cli/web_dist/
-
-# Web UI assets — synced from @nous-research/ui at build time via
-# `npm run sync-assets` (see web/package.json).
-web/public/fonts/
-web/public/ds-assets/
-
-# Release script temp files
-.release_notes.md
-mini-swe-agent/
-
-# Nix
-.direnv/
-.nix-stamps/
-result
-website/static/api/skills-index.json

.gitmodules

@@ -1,3 +1,3 @@
-[submodule "tinker-atropos"]
-	path = tinker-atropos
-	url = https://github.com/nousresearch/tinker-atropos
+[submodule "mini-swe-agent"]
+	path = mini-swe-agent
+	url = https://github.com/SWE-agent/mini-swe-agent

.mailmap

@@ -1,108 +0,0 @@
-# .mailmap — canonical author mapping for git shortlog / git log / GitHub
-# Format: Canonical Name <canonical@email> <commit@email>
-# See: https://git-scm.com/docs/gitmailmap
-#
-# This maps commit emails to GitHub noreply addresses so that:
-# 1. `git shortlog -sn` shows deduplicated contributor counts
-# 2. GitHub's contributor graph can attribute commits correctly
-# 3. Contributors with personal/work emails get proper credit
-#
-# When adding entries: use the contributor's GitHub noreply email as canonical
-# so GitHub can link commits to their profile.
-
-# === Teknium (multiple emails) ===
-Teknium <127238744+teknium1@users.noreply.github.com> <teknium1@gmail.com>
-Teknium <127238744+teknium1@users.noreply.github.com> <teknium@nousresearch.com>
-
-# === Contributors — personal/work emails mapped to GitHub noreply ===
-# Format: Canonical Name <GH-noreply> <commit-email>
-
-# Verified via GH API email search
-luyao618 <364939526@qq.com> <364939526@qq.com>
-ethernet8023 <arilotter@gmail.com> <arilotter@gmail.com>
-nicoloboschi <boschi1997@gmail.com> <boschi1997@gmail.com>
-cherifya <chef.ya@gmail.com> <chef.ya@gmail.com>
-BongSuCHOI <chlqhdtn98@gmail.com> <chlqhdtn98@gmail.com>
-dsocolobsky <dsocolobsky@gmail.com> <dsocolobsky@gmail.com>
-pefontana <fontana.pedro93@gmail.com> <fontana.pedro93@gmail.com>
-Helmi <frank@helmschrott.de> <frank@helmschrott.de>
-hata1234 <hata1234@gmail.com> <hata1234@gmail.com>
-
-# Verified via PR investigation / salvage PR bodies
-DeployFaith <agents@kylefrench.dev> <agents@kylefrench.dev>
-flobo3 <floptopbot33@gmail.com> <floptopbot33@gmail.com>
-gaixianggeng <gaixg94@gmail.com> <gaixg94@gmail.com>
-KUSH42 <xush@xush.org> <xush@xush.org>
-konsisumer <der@konsi.org> <der@konsi.org>
-WorldInnovationsDepartment <vorvul.danylo@gmail.com> <vorvul.danylo@gmail.com>
-m0n5t3r <iacobs@m0n5t3r.info> <iacobs@m0n5t3r.info>
-sprmn24 <oncuevtv@gmail.com> <oncuevtv@gmail.com>
-fancydirty <fancydirty@gmail.com> <fancydirty@gmail.com>
-fxfitz <francis.x.fitzpatrick@gmail.com> <francis.x.fitzpatrick@gmail.com>
-limars874 <limars874@gmail.com> <limars874@gmail.com>
-AaronWong1999 <aaronwong1999@icloud.com> <aaronwong1999@icloud.com>
-dippwho <dipp.who@gmail.com> <dipp.who@gmail.com>
-duerzy <duerzy@gmail.com> <duerzy@gmail.com>
-geoffwellman <geoff.wellman@gmail.com> <geoff.wellman@gmail.com>
-hcshen0111 <shenhaocheng19990111@gmail.com> <shenhaocheng19990111@gmail.com>
-jamesarch <han.shan@live.cn> <han.shan@live.cn>
-stephenschoettler <stephenschoettler@gmail.com> <stephenschoettler@gmail.com>
-Tranquil-Flow <tranquil_flow@protonmail.com> <tranquil_flow@protonmail.com>
-Dusk1e <yusufalweshdemir@gmail.com> <yusufalweshdemir@gmail.com>
-Awsh1 <ysfalweshcan@gmail.com> <ysfalweshcan@gmail.com>
-WAXLYY <ysfwaxlycan@gmail.com> <ysfwaxlycan@gmail.com>
-donrhmexe <don.rhm@gmail.com> <don.rhm@gmail.com>
-hqhq1025 <1506751656@qq.com> <1506751656@qq.com>
-BlackishGreen33 <s5460703@gmail.com> <s5460703@gmail.com>
-tomqiaozc <zqiao@microsoft.com> <zqiao@microsoft.com>
-MagicRay1217 <mingjwan@microsoft.com> <mingjwan@microsoft.com>
-aaronagent <1115117931@qq.com> <1115117931@qq.com>
-YoungYang963 <young@YoungdeMacBook-Pro.local> <young@YoungdeMacBook-Pro.local>
-LongOddCode <haolong@microsoft.com> <haolong@microsoft.com>
-Cafexss <coffeemjj@gmail.com> <coffeemjj@gmail.com>
-Cygra <sjtuwbh@gmail.com> <sjtuwbh@gmail.com>
-DomGrieco <dgrieco@redhat.com> <dgrieco@redhat.com>
-
-# Duplicate email mapping (same person, multiple emails)
-Sertug17 <104278804+Sertug17@users.noreply.github.com> <srhtsrht17@gmail.com>
-yyovil <birdiegyal@gmail.com> <tanishq231003@gmail.com>
-DomGrieco <dgrieco@redhat.com> <dgrieco@redhat.com>
-dsocolobsky <dsocolobsky@gmail.com> <dylan.socolobsky@lambdaclass.com>
-olafthiele <programming@olafthiele.com> <olafthiele@gmail.com>
-
-# Verified via git display name matching GH contributor username
-cokemine <aptx4561@gmail.com> <aptx4561@gmail.com>
-dalianmao000 <dalianmao0107@gmail.com> <dalianmao0107@gmail.com>
-emozilla <emozilla@nousresearch.com> <emozilla@nousresearch.com>
-jjovalle99 <juan.ovalle@mistral.ai> <juan.ovalle@mistral.ai>
-kagura-agent <kagura.chen28@gmail.com> <kagura.chen28@gmail.com>
-spniyant <niyant@spicefi.xyz> <niyant@spicefi.xyz>
-olafthiele <programming@olafthiele.com> <programming@olafthiele.com>
-r266-tech <r2668940489@gmail.com> <r2668940489@gmail.com>
-xingkongliang <tianliangjay@gmail.com> <tianliangjay@gmail.com>
-win4r <win4r@outlook.com> <win4r@outlook.com>
-zhouboli <zhouboli@gmail.com> <zhouboli@gmail.com>
-yongtenglei <yongtenglei@gmail.com> <yongtenglei@gmail.com>
-
-# Nous Research team
-benbarclay <ben@nousresearch.com> <ben@nousresearch.com>
-jquesnelle <jonny@nousresearch.com> <jonny@nousresearch.com>
-
-# GH contributor list verified
-spideystreet <dhicham.pro@gmail.com> <dhicham.pro@gmail.com>
-dorukardahan <dorukardahan@hotmail.com> <dorukardahan@hotmail.com>
-MustafaKara7 <karamusti912@gmail.com> <karamusti912@gmail.com>
-Hmbown <hmbown@gmail.com> <hmbown@gmail.com>
-kamil-gwozdz <kamil@gwozdz.me> <kamil@gwozdz.me>
-kira-ariaki <kira@ariaki.me> <kira@ariaki.me>
-knopki <knopki@duck.com> <knopki@duck.com>
-Unayung <unayung@gmail.com> <unayung@gmail.com>
-SeeYangZhi <yangzhi.see@gmail.com> <yangzhi.see@gmail.com>
-Julientalbot <julien.talbot@ergonomia.re> <julien.talbot@ergonomia.re>
-lesterli <lisicheng168@gmail.com> <lisicheng168@gmail.com>
-JiayuuWang <jiayuw794@gmail.com> <jiayuw794@gmail.com>
-tesseracttars-creator <tesseracttars@gmail.com> <tesseracttars@gmail.com>
-xinbenlv <zzn+pa@zzn.im> <zzn+pa@zzn.im>
-SaulJWu <saul.jj.wu@gmail.com> <saul.jj.wu@gmail.com>
-angelos <angelos@oikos.lan.home.malaiwah.com> <angelos@oikos.lan.home.malaiwah.com>
-MestreY0d4-Uninter <241404605+MestreY0d4-Uninter@users.noreply.github.com> <MestreY0d4-Uninter@users.noreply.github.com>

.plans/openai-api-server.md

@@ -1,291 +0,0 @@
-# OpenAI-Compatible API Server for Hermes Agent
-
-## Motivation
-
-Every major chat frontend (Open WebUI 126k★, LobeChat 73k★, LibreChat 34k★,
-AnythingLLM 56k★, NextChat 87k★, ChatBox 39k★, Jan 26k★, HF Chat-UI 8k★,
-big-AGI 7k★) connects to backends via the OpenAI-compatible REST API with
-SSE streaming. By exposing this endpoint, hermes-agent becomes instantly
-usable as a backend for all of them — no custom adapters needed.
-
-## What It Enables
-
-```
-┌──────────────────┐
-│  Open WebUI      │──┐
-│  LobeChat        │  │    POST /v1/chat/completions
-│  LibreChat       │  ├──► Authorization: Bearer <key>     ┌─────────────────┐
-│  AnythingLLM     │  │    {"messages": [...]}             │  hermes-agent   │
-│  NextChat        │  │                                    │  gateway        │
-│  Any OAI client  │──┘    ◄── SSE streaming response      │  (API server)   │
-└──────────────────┘                                        └─────────────────┘
-```
-
-A user would:
-1. Set `API_SERVER_ENABLED=true` in `~/.hermes/.env`
-2. Run `hermes gateway` (API server starts alongside Telegram/Discord/etc.)
-3. Point Open WebUI (or any frontend) at `http://localhost:8642/v1`
-4. Chat with hermes-agent through any OpenAI-compatible UI
-
-## Endpoints
-
-| Method | Path | Purpose |
-|--------|------|---------|
-| POST | `/v1/chat/completions` | Chat with the agent (streaming + non-streaming) |
-| GET | `/v1/models` | List available "models" (returns hermes-agent as a model) |
-| GET | `/health` | Health check |
-
-## Architecture
-
-### Option A: Gateway Platform Adapter (recommended)
-
-Create `gateway/platforms/api_server.py` as a new platform adapter that
-extends `BasePlatformAdapter`. This is the cleanest approach because:
-
-- Reuses all gateway infrastructure (session management, auth, context building)
-- Runs in the same async loop as other adapters
-- Gets message handling, interrupt support, and session persistence for free
-- Follows the established pattern (like Telegram, Discord, etc.)
-- Uses `aiohttp.web` (already a dependency) for the HTTP server
-
-The adapter would start an `aiohttp.web.Application` server in `connect()`
-and route incoming HTTP requests through the standard `handle_message()` pipeline.
-
-### Option B: Standalone Component
-
-A separate HTTP server class in `gateway/api_server.py` that creates its own
-AIAgent instances directly. Simpler but duplicates session/auth logic.
-
-**Recommendation: Option A** — fits the existing architecture, less code to
-maintain, gets all gateway features for free.
-
-## Request/Response Format
-
-### Chat Completions (non-streaming)
-
-```
-POST /v1/chat/completions
-Authorization: Bearer hermes-api-key-here
-Content-Type: application/json
-
-{
-  "model": "hermes-agent",
-  "messages": [
-    {"role": "system", "content": "You are a helpful assistant."},
-    {"role": "user", "content": "What files are in the current directory?"}
-  ],
-  "stream": false,
-  "temperature": 0.7
-}
-```
-
-Response:
-```json
-{
-  "id": "chatcmpl-abc123",
-  "object": "chat.completion",
-  "created": 1710000000,
-  "model": "hermes-agent",
-  "choices": [{
-    "index": 0,
-    "message": {
-      "role": "assistant",
-      "content": "Here are the files in the current directory:\n..."
-    },
-    "finish_reason": "stop"
-  }],
-  "usage": {
-    "prompt_tokens": 50,
-    "completion_tokens": 200,
-    "total_tokens": 250
-  }
-}
-```
-
-### Chat Completions (streaming)
-
-Same request with `"stream": true`. Response is SSE:
-
-```
-data: {"id":"chatcmpl-abc123","object":"chat.completion.chunk","choices":[{"index":0,"delta":{"role":"assistant"},"finish_reason":null}]}
-
-data: {"id":"chatcmpl-abc123","object":"chat.completion.chunk","choices":[{"index":0,"delta":{"content":"Here "},"finish_reason":null}]}
-
-data: {"id":"chatcmpl-abc123","object":"chat.completion.chunk","choices":[{"index":0,"delta":{"content":"are "},"finish_reason":null}]}
-
-data: {"id":"chatcmpl-abc123","object":"chat.completion.chunk","choices":[{"index":0,"delta":{},"finish_reason":"stop"}]}
-
-data: [DONE]
-```
-
-### Models List
-
-```
-GET /v1/models
-Authorization: Bearer hermes-api-key-here
-```
-
-Response:
-```json
-{
-  "object": "list",
-  "data": [{
-    "id": "hermes-agent",
-    "object": "model",
-    "created": 1710000000,
-    "owned_by": "hermes-agent"
-  }]
-}
-```
-
-## Key Design Decisions
-
-### 1. Session Management
-
-The OpenAI API is stateless — each request includes the full conversation.
-But hermes-agent sessions have persistent state (memory, skills, tool context).
-
-**Approach: Hybrid**
-- Default: Stateless. Each request is independent. The `messages` array IS
-  the conversation. No session persistence between requests.
-- Opt-in persistent sessions via `X-Session-ID` header. When provided, the
-  server maintains session state across requests (conversation history,
-  memory context, tool state). This enables richer agent behavior.
-- The session ID also enables interrupt support — a subsequent request with
-  the same session ID while one is running triggers an interrupt.
-
-### 2. Streaming
-
-The agent's `run_conversation()` is synchronous and returns the full response.
-For real SSE streaming, we need to emit chunks as they're generated.
-
-**Phase 1 (MVP):** Run agent in a thread, return the complete response as
-a single SSE chunk + `[DONE]`. This works with all frontends — they just see
-a fast single-chunk response. Not true streaming but functional.
-
-**Phase 2:** Add a response callback to AIAgent that emits text chunks as the
-LLM generates them. The API server captures these via a queue and streams them
-as SSE events. This gives real token-by-token streaming.
-
-**Phase 3:** Stream tool execution progress too — emit tool call/result events
-as the agent works, giving frontends visibility into what the agent is doing.
-
-### 3. Tool Transparency
-
-Two modes:
-- **Opaque (default):** Frontends see only the final response. Tool calls
-  happen server-side and are invisible. Best for general-purpose UIs.
-- **Transparent (opt-in via header):** Tool calls are emitted as OpenAI-format
-  tool_call/tool_result messages in the stream. Useful for agent-aware frontends.
-
-### 4. Authentication
-
-- Bearer token via `Authorization: Bearer <key>` header
-- Token configured via `API_SERVER_KEY` env var
-- Optional: allow unauthenticated local-only access (127.0.0.1 bind)
-- Follows the same pattern as other platform adapters
-
-### 5. Model Mapping
-
-Frontends send `"model": "hermes-agent"` (or whatever). The actual LLM model
-used is configured server-side in config.yaml. The API server maps any
-requested model name to the configured hermes-agent model.
-
-Optionally, allow model passthrough: if the frontend sends
-`"model": "anthropic/claude-sonnet-4"`, the agent uses that model. Controlled
-by a config flag.
-
-## Configuration
-
-```yaml
-# In config.yaml
-api_server:
-  enabled: true
-  port: 8642
-  host: "127.0.0.1"        # localhost only by default
-  key: "your-secret-key"   # or via API_SERVER_KEY env var
-  allow_model_override: false  # let clients choose the model
-  max_concurrent: 5         # max simultaneous requests
-```
-
-Environment variables:
-```bash
-API_SERVER_ENABLED=true
-API_SERVER_PORT=8642
-API_SERVER_HOST=127.0.0.1
-API_SERVER_KEY=your-secret-key
-```
-
-## Implementation Plan
-
-### Phase 1: MVP (non-streaming) — PR
-
-1. `gateway/platforms/api_server.py` — new adapter
-   - aiohttp.web server with endpoints:
-     - `POST /v1/chat/completions` — Chat Completions API (universal compat)
-     - `POST /v1/responses` — Responses API (server-side state, tool preservation)
-     - `GET /v1/models` — list available models
-     - `GET /health` — health check
-   - Bearer token auth middleware
-   - Non-streaming responses (run agent, return full result)
-   - Chat Completions: stateless, messages array is the conversation
-   - Responses API: server-side conversation storage via previous_response_id
-     - Store full internal conversation (including tool calls) keyed by response ID
-     - On subsequent requests, reconstruct full context from stored chain
-   - Frontend system prompt layered on top of hermes-agent's core prompt
-
-2. `gateway/config.py` — add `Platform.API_SERVER` enum + config
-
-3. `gateway/run.py` — register adapter in `_create_adapter()`
-
-4. Tests in `tests/gateway/test_api_server.py`
-
-### Phase 2: SSE Streaming
-
-1. Add response streaming to both endpoints
-   - Chat Completions: `choices[0].delta.content` SSE format
-   - Responses API: semantic events (response.output_text.delta, etc.)
-   - Run agent in thread, collect output via callback queue
-   - Handle client disconnect (cancel agent)
-
-2. Add `stream_callback` parameter to `AIAgent.run_conversation()`
-
-### Phase 3: Enhanced Features
-
-1. Tool call transparency mode (opt-in)
-2. Model passthrough/override
-3. Concurrent request limiting
-4. Usage tracking / rate limiting
-5. CORS headers for browser-based frontends
-6. GET /v1/responses/{id} — retrieve stored response
-7. DELETE /v1/responses/{id} — delete stored response
-
-## Files Changed
-
-| File | Change |
-|------|--------|
-| `gateway/platforms/api_server.py` | NEW — main adapter (~300 lines) |
-| `gateway/config.py` | Add Platform.API_SERVER + config (~20 lines) |
-| `gateway/run.py` | Register adapter in _create_adapter() (~10 lines) |
-| `tests/gateway/test_api_server.py` | NEW — tests (~200 lines) |
-| `cli-config.yaml.example` | Add api_server section |
-| `README.md` | Mention API server in platform list |
-
-## Compatibility Matrix
-
-Once implemented, hermes-agent works as a drop-in backend for:
-
-| Frontend | Stars | How to Connect |
-|----------|-------|---------------|
-| Open WebUI | 126k | Settings → Connections → Add OpenAI API, URL: `http://localhost:8642/v1` |
-| NextChat | 87k | BASE_URL env var |
-| LobeChat | 73k | Custom provider endpoint |
-| AnythingLLM | 56k | LLM Provider → Generic OpenAI |
-| Oobabooga | 42k | Already a backend, not a frontend |
-| ChatBox | 39k | API Host setting |
-| LibreChat | 34k | librechat.yaml custom endpoint |
-| Chatbot UI | 29k | Custom API endpoint |
-| Jan | 26k | Remote model config |
-| AionUI | 18k | Custom API endpoint |
-| HF Chat-UI | 8k | OPENAI_BASE_URL env var |
-| big-AGI | 7k | Custom endpoint |

.plans/streaming-support.md

@@ -1,705 +0,0 @@
-# Streaming LLM Response Support for Hermes Agent
-
-## Overview
-
-Add token-by-token streaming of LLM responses across all platforms. When enabled,
-users see the response typing out live instead of waiting for the full generation.
-Streaming is opt-in via config, defaults to off, and all existing non-streaming
-code paths remain intact as the default.
-
-## Design Principles
-
-1. **Feature-flagged**: `streaming.enabled: true` in config.yaml. Off by default.
-   When off, all existing code paths are unchanged — zero risk to current behavior.
-2. **Callback-based**: A simple `stream_callback(text_delta: str)` function injected
-   into AIAgent. The agent doesn't know or care what the consumer does with tokens.
-3. **Graceful degradation**: If the provider doesn't support streaming, or streaming
-   fails for any reason, silently fall back to the non-streaming path.
-4. **Platform-agnostic core**: The streaming mechanism in AIAgent works the same
-   regardless of whether the consumer is CLI, Telegram, Discord, or the API server.
-
----
-
-## Architecture
-
-```
-                              stream_callback(delta)
-                                    │
-  ┌─────────────┐    ┌─────────────▼──────────────┐
-  │  LLM API    │    │      queue.Queue()          │
-  │  (stream)   │───►│  thread-safe bridge between │
-  │             │    │  agent thread & consumer    │
-  └─────────────┘    └─────────────┬──────────────┘
-                                   │
-                    ┌──────────────┼──────────────┐
-                    │              │              │
-              ┌─────▼─────┐ ┌─────▼─────┐ ┌─────▼─────┐
-              │    CLI     │ │  Gateway  │ │ API Server│
-              │ print to   │ │ edit msg  │ │ SSE event │
-              │ terminal   │ │ on Tg/Dc  │ │ to client │
-              └───────────┘ └───────────┘ └───────────┘
-```
-
-The agent runs in a thread. The callback puts tokens into a thread-safe queue.
-Each consumer reads the queue in its own context (async task, main thread, etc.).
-
----
-
-## Configuration
-
-### config.yaml
-
-```yaml
-streaming:
-  enabled: false          # Master switch. Default off.
-  # Per-platform overrides (optional):
-  # cli: true             # Override for CLI only
-  # telegram: true        # Override for Telegram only
-  # discord: false        # Keep Discord non-streaming
-  # api_server: true      # Override for API server
-```
-
-### Environment variables
-
-```
-HERMES_STREAMING_ENABLED=true    # Master switch via env
-```
-
-### How the flag is read
-
-- **CLI**: `load_cli_config()` reads `streaming.enabled`, sets env var. AIAgent
-  checks at init time.
-- **Gateway**: `_run_agent()` reads config, decides whether to pass
-  `stream_callback` to the AIAgent constructor.
-- **API server**: For Chat Completions `stream=true` requests, always uses streaming
-  regardless of config (the client is explicitly requesting it). For non-stream
-  requests, uses config.
-
-### Precedence
-
-1. API server: client's `stream` field overrides everything
-2. Per-platform config override (e.g., `streaming.telegram: true`)
-3. Master `streaming.enabled` flag
-4. Default: off
-
----
-
-## Implementation Plan
-
-### Phase 1: Core streaming infrastructure in AIAgent
-
-**File: run_agent.py**
-
-#### 1a. Add stream_callback parameter to __init__ (~5 lines)
-
-```python
-def __init__(self, ..., stream_callback: callable = None, ...):
-    self.stream_callback = stream_callback
-```
-
-No other init changes. The callback is optional — when None, everything
-works exactly as before.
-
-#### 1b. Add _run_streaming_chat_completion() method (~65 lines)
-
-New method for Chat Completions API streaming:
-
-```python
-def _run_streaming_chat_completion(self, api_kwargs: dict):
-    """Stream a chat completion, emitting text tokens via stream_callback.
-    
-    Returns a fake response object compatible with the non-streaming code path.
-    Falls back to non-streaming on any error.
-    """
-    stream_kwargs = dict(api_kwargs)
-    stream_kwargs["stream"] = True
-    stream_kwargs["stream_options"] = {"include_usage": True}
-    
-    accumulated_content = []
-    accumulated_tool_calls = {}  # index -> {id, name, arguments}
-    final_usage = None
-    
-    try:
-        stream = self.client.chat.completions.create(**stream_kwargs)
-        
-        for chunk in stream:
-            if not chunk.choices:
-                # Usage-only chunk (final)
-                if chunk.usage:
-                    final_usage = chunk.usage
-                continue
-            
-            delta = chunk.choices[0].delta
-            
-            # Text content — emit via callback
-            if delta.content:
-                accumulated_content.append(delta.content)
-                if self.stream_callback:
-                    try:
-                        self.stream_callback(delta.content)
-                    except Exception:
-                        pass
-            
-            # Tool call deltas — accumulate silently
-            if delta.tool_calls:
-                for tc_delta in delta.tool_calls:
-                    idx = tc_delta.index
-                    if idx not in accumulated_tool_calls:
-                        accumulated_tool_calls[idx] = {
-                            "id": tc_delta.id or "",
-                            "name": "", "arguments": ""
-                        }
-                    if tc_delta.function:
-                        if tc_delta.function.name:
-                            accumulated_tool_calls[idx]["name"] = tc_delta.function.name
-                        if tc_delta.function.arguments:
-                            accumulated_tool_calls[idx]["arguments"] += tc_delta.function.arguments
-        
-        # Build fake response compatible with existing code
-        tool_calls = []
-        for idx in sorted(accumulated_tool_calls):
-            tc = accumulated_tool_calls[idx]
-            if tc["name"]:
-                tool_calls.append(SimpleNamespace(
-                    id=tc["id"], type="function",
-                    function=SimpleNamespace(name=tc["name"], arguments=tc["arguments"]),
-                ))
-        
-        return SimpleNamespace(
-            choices=[SimpleNamespace(
-                message=SimpleNamespace(
-                    content="".join(accumulated_content) or "",
-                    tool_calls=tool_calls or None,
-                    role="assistant",
-                ),
-                finish_reason="tool_calls" if tool_calls else "stop",
-            )],
-            usage=final_usage,
-            model=self.model,
-        )
-    
-    except Exception as e:
-        logger.debug("Streaming failed, falling back to non-streaming: %s", e)
-        return self.client.chat.completions.create(**api_kwargs)
-```
-
-#### 1c. Modify _run_codex_stream() for Responses API (~10 lines)
-
-The method already iterates the stream. Add callback emission:
-
-```python
-def _run_codex_stream(self, api_kwargs: dict):
-    with self.client.responses.stream(**api_kwargs) as stream:
-        for event in stream:
-            # Emit text deltas if streaming callback is set
-            if self.stream_callback and hasattr(event, 'type'):
-                if event.type == 'response.output_text.delta':
-                    try:
-                        self.stream_callback(event.delta)
-                    except Exception:
-                        pass
-        return stream.get_final_response()
-```
-
-#### 1d. Modify _interruptible_api_call() (~5 lines)
-
-Add the streaming branch:
-
-```python
-def _call():
-    try:
-        if self.api_mode == "codex_responses":
-            result["response"] = self._run_codex_stream(api_kwargs)
-        elif self.stream_callback is not None:
-            result["response"] = self._run_streaming_chat_completion(api_kwargs)
-        else:
-            result["response"] = self.client.chat.completions.create(**api_kwargs)
-    except Exception as e:
-        result["error"] = e
-```
-
-#### 1e. Signal end-of-stream to consumers (~5 lines)
-
-After the API call returns, signal the callback that streaming is done
-so consumers can finalize (remove cursor, close SSE, etc.):
-
-```python
-# In run_conversation(), after _interruptible_api_call returns:
-if self.stream_callback:
-    try:
-        self.stream_callback(None)  # None = end of stream signal
-    except Exception:
-        pass
-```
-
-Consumers check: `if delta is None: finalize()`
-
-**Tests for Phase 1:** (~150 lines)
-- Test _run_streaming_chat_completion with mocked stream
-- Test fallback to non-streaming on error
-- Test tool_call accumulation during streaming
-- Test stream_callback receives correct deltas
-- Test None signal at end of stream
-- Test streaming disabled when callback is None
-
----
-
-### Phase 2: Gateway consumers (Telegram, Discord, etc.)
-
-**File: gateway/run.py**
-
-#### 2a. Read streaming config (~15 lines)
-
-In `_run_agent()`, before creating the AIAgent:
-
-```python
-# Read streaming config
-_streaming_enabled = False
-try:
-    # Check per-platform override first
-    platform_key = source.platform.value if source.platform else ""
-    _stream_cfg = {}  # loaded from config.yaml streaming section
-    if _stream_cfg.get(platform_key) is not None:
-        _streaming_enabled = bool(_stream_cfg[platform_key])
-    else:
-        _streaming_enabled = bool(_stream_cfg.get("enabled", False))
-except Exception:
-    pass
-# Env var override
-if os.getenv("HERMES_STREAMING_ENABLED", "").lower() in ("true", "1", "yes"):
-    _streaming_enabled = True
-```
-
-#### 2b. Set up queue + callback (~15 lines)
-
-```python
-_stream_q = None
-_stream_done = None
-_stream_msg_id = [None]  # mutable ref for the async task
-
-if _streaming_enabled:
-    import queue as _q
-    _stream_q = _q.Queue()
-    _stream_done = threading.Event()
-    
-    def _on_token(delta):
-        if delta is None:
-            _stream_done.set()
-        else:
-            _stream_q.put(delta)
-```
-
-Pass `stream_callback=_on_token` to the AIAgent constructor.
-
-#### 2c. Telegram/Discord stream preview task (~50 lines)
-
-```python
-async def stream_preview():
-    """Progressively edit a message with streaming tokens."""
-    if not _stream_q:
-        return
-    adapter = self.adapters.get(source.platform)
-    if not adapter:
-        return
-    
-    accumulated = []
-    token_count = 0
-    last_edit = 0.0
-    MIN_TOKENS = 20          # Don't show until enough context
-    EDIT_INTERVAL = 1.5      # Respect Telegram rate limits
-    
-    try:
-        while not _stream_done.is_set():
-            try:
-                chunk = _stream_q.get(timeout=0.1)
-                accumulated.append(chunk)
-                token_count += 1
-            except queue.Empty:
-                continue
-            
-            now = time.monotonic()
-            if token_count >= MIN_TOKENS and (now - last_edit) >= EDIT_INTERVAL:
-                preview = "".join(accumulated) + " ▌"
-                if _stream_msg_id[0] is None:
-                    r = await adapter.send(
-                        chat_id=source.chat_id,
-                        content=preview,
-                        metadata=_thread_metadata,
-                    )
-                    if r.success and r.message_id:
-                        _stream_msg_id[0] = r.message_id
-                else:
-                    await adapter.edit_message(
-                        chat_id=source.chat_id,
-                        message_id=_stream_msg_id[0],
-                        content=preview,
-                    )
-                last_edit = now
-        
-        # Drain remaining tokens
-        while not _stream_q.empty():
-            accumulated.append(_stream_q.get_nowait())
-        
-        # Final edit — remove cursor, show complete text
-        if _stream_msg_id[0] and accumulated:
-            await adapter.edit_message(
-                chat_id=source.chat_id,
-                message_id=_stream_msg_id[0],
-                content="".join(accumulated),
-            )
-    
-    except asyncio.CancelledError:
-        # Clean up on cancel
-        if _stream_msg_id[0] and accumulated:
-            try:
-                await adapter.edit_message(
-                    chat_id=source.chat_id,
-                    message_id=_stream_msg_id[0],
-                    content="".join(accumulated),
-                )
-            except Exception:
-                pass
-    except Exception as e:
-        logger.debug("stream_preview error: %s", e)
-```
-
-#### 2d. Skip final send if already streamed (~10 lines)
-
-In `_process_message_background()` (base.py), after getting the response,
-if streaming was active and `_stream_msg_id[0]` is set, the final response
-was already delivered via progressive edits. Skip the normal `self.send()`
-call to avoid duplicating the message.
-
-This is the most delicate integration point — we need to communicate from
-the gateway's `_run_agent` back to the base adapter's response sender that
-the response was already delivered. Options:
-
-- **Option A**: Return a special marker in the result dict:
-  `result["_streamed_msg_id"] = _stream_msg_id[0]`
-  The base adapter checks this and skips `send()`.
-  
-- **Option B**: Edit the already-sent message with the final response
-  (which may differ slightly from accumulated tokens due to think-block
-  stripping, etc.) and don't send a new one.
-
-- **Option C**: The stream preview task handles the FULL final response
-  (including any post-processing), and the handler returns None to skip
-  the normal send path.
-
-Recommended: **Option A** — cleanest separation. The result dict already
-carries metadata; adding one more field is low-risk.
-
-**Platform-specific considerations:**
-
-| Platform | Edit support | Rate limits | Streaming approach |
-|----------|-------------|-------------|-------------------|
-| Telegram | ✅ edit_message_text | ~20 edits/min | Edit every 1.5s |
-| Discord | ✅ message.edit | 5 edits/5s per message | Edit every 1.2s |
-| Slack | ✅ chat.update | Tier 3 (~50/min) | Edit every 1.5s |
-| WhatsApp | ❌ no edit support | N/A | Skip streaming, use normal path |
-| HomeAssistant | ❌ no edit | N/A | Skip streaming |
-| API Server | ✅ SSE native | No limit | Real SSE events |
-
-WhatsApp and HomeAssistant fall back to non-streaming automatically because
-they don't support message editing.
-
-**Tests for Phase 2:** (~100 lines)
-- Test stream_preview sends/edits correctly
-- Test skip-final-send when streaming delivered
-- Test WhatsApp/HA graceful fallback
-- Test streaming disabled per-platform config
-- Test thread_id metadata forwarded in stream messages
-
----
-
-### Phase 3: CLI streaming
-
-**File: cli.py**
-
-#### 3a. Set up callback in the CLI chat loop (~20 lines)
-
-In `_chat_once()` or wherever the agent is invoked:
-
-```python
-if streaming_enabled:
-    _stream_q = queue.Queue()
-    _stream_done = threading.Event()
-    
-    def _cli_stream_callback(delta):
-        if delta is None:
-            _stream_done.set()
-        else:
-            _stream_q.put(delta)
-    
-    agent.stream_callback = _cli_stream_callback
-```
-
-#### 3b. Token display thread/task (~30 lines)
-
-Start a thread that reads the queue and prints tokens:
-
-```python
-def _stream_display():
-    """Print tokens to terminal as they arrive."""
-    first_token = True
-    while not _stream_done.is_set():
-        try:
-            delta = _stream_q.get(timeout=0.1)
-        except queue.Empty:
-            continue
-        if first_token:
-            # Print response box top border
-            _cprint(f"\n{top}")
-            first_token = False
-        sys.stdout.write(delta)
-        sys.stdout.flush()
-    # Drain remaining
-    while not _stream_q.empty():
-        sys.stdout.write(_stream_q.get_nowait())
-    sys.stdout.flush()
-    # Print bottom border
-    _cprint(f"\n\n{bot}")
-```
-
-**Integration challenge: prompt_toolkit**
-
-The CLI uses prompt_toolkit which controls the terminal. Writing directly
-to stdout while prompt_toolkit is active can cause display corruption.
-The existing KawaiiSpinner already solves this by using prompt_toolkit's
-`patch_stdout` context. The streaming display would need to do the same.
-
-Alternative: use `_cprint()` for each token chunk (routes through
-prompt_toolkit's renderer). But this might be slow for individual tokens.
-
-Recommended approach: accumulate tokens in small batches (e.g., every 50ms)
-and `_cprint()` the batch. This balances display responsiveness with
-prompt_toolkit compatibility.
-
-**Tests for Phase 3:** (~50 lines)
-- Test CLI streaming callback setup
-- Test response box borders with streaming
-- Test fallback when streaming disabled
-
----
-
-### Phase 4: API Server real streaming
-
-**File: gateway/platforms/api_server.py**
-
-Replace the pseudo-streaming `_write_sse_chat_completion()` with real
-token-by-token SSE when the agent supports it.
-
-#### 4a. Wire streaming callback for stream=true requests (~20 lines)
-
-```python
-if stream:
-    _stream_q = queue.Queue()
-    
-    def _api_stream_callback(delta):
-        _stream_q.put(delta)  # None = done
-    
-    # Pass callback to _run_agent
-    result, usage = await self._run_agent(
-        ..., stream_callback=_api_stream_callback,
-    )
-```
-
-#### 4b. Real SSE writer (~40 lines)
-
-```python
-async def _write_real_sse(self, request, completion_id, model, stream_q):
-    response = web.StreamResponse(
-        headers={"Content-Type": "text/event-stream", "Cache-Control": "no-cache"},
-    )
-    await response.prepare(request)
-    
-    # Role chunk
-    await response.write(...)
-    
-    # Stream content chunks as they arrive
-    while True:
-        try:
-            delta = await asyncio.get_event_loop().run_in_executor(
-                None, lambda: stream_q.get(timeout=0.1)
-            )
-        except queue.Empty:
-            continue
-        
-        if delta is None:  # End of stream
-            break
-        
-        chunk = {"id": completion_id, "object": "chat.completion.chunk", ...
-                 "choices": [{"delta": {"content": delta}, ...}]}
-        await response.write(f"data: {json.dumps(chunk)}\n\n".encode())
-    
-    # Finish + [DONE]
-    await response.write(...)
-    await response.write(b"data: [DONE]\n\n")
-    return response
-```
-
-**Challenge: concurrent execution**
-
-The agent runs in a thread executor. SSE writing happens in the async event
-loop. The queue bridges them. But `_run_agent()` currently awaits the full
-result before returning. For real streaming, we need to start the agent in
-the background and stream tokens while it runs:
-
-```python
-# Start agent in background
-agent_task = asyncio.create_task(self._run_agent_async(...))
-
-# Stream tokens while agent runs
-await self._write_real_sse(request, ..., stream_q)
-
-# Agent is done by now (stream_q received None)
-result, usage = await agent_task
-```
-
-This requires splitting `_run_agent` into an async version that doesn't
-block waiting for the result, or running it in a separate task.
-
-**Responses API SSE format:**
-
-For `/v1/responses` with `stream=true`, the SSE events are different:
-
-```
-event: response.output_text.delta
-data: {"type":"response.output_text.delta","delta":"Hello"}
-
-event: response.completed  
-data: {"type":"response.completed","response":{...}}
-```
-
-This needs a separate SSE writer that emits Responses API format events.
-
-**Tests for Phase 4:** (~80 lines)
-- Test real SSE streaming with mocked agent
-- Test SSE event format (Chat Completions vs Responses)
-- Test client disconnect during streaming
-- Test fallback to pseudo-streaming when callback not available
-
----
-
-## Integration Issues & Edge Cases
-
-### 1. Tool calls during streaming
-
-When the model returns tool calls instead of text, no text tokens are emitted.
-The stream_callback is simply never called with text. After tools execute, the
-next API call may produce the final text response — streaming picks up again.
-
-The stream preview task needs to handle this: if no tokens arrive during a
-tool-call round, don't send/edit any message. The tool progress messages
-continue working as before.
-
-### 2. Duplicate messages
-
-The biggest risk: the agent sends the final response normally (via the
-existing send path) AND the stream preview already showed it. The user
-sees the response twice.
-
-Prevention: when streaming is active and tokens were delivered, the final
-response send must be suppressed. The `result["_streamed_msg_id"]` marker
-tells the base adapter to skip its normal send.
-
-### 3. Response post-processing
-
-The final response may differ from the accumulated streamed tokens:
-- Think block stripping (`<think>...</think>` removed)
-- Trailing whitespace cleanup
-- Tool result media tag appending
-
-The stream preview shows raw tokens. The final edit should use the
-post-processed version. This means the final edit (removing the cursor)
-should use the post-processed `final_response`, not just the accumulated
-stream text.
-
-### 4. Context compression during streaming
-
-If the agent triggers context compression mid-conversation, the streaming
-tokens from BEFORE compression are from a different context than those
-after. This isn't a problem in practice — compression happens between
-API calls, not during streaming.
-
-### 5. Interrupt during streaming
-
-User sends a new message while streaming → interrupt. The stream is killed
-(HTTP connection closed), accumulated tokens are shown as-is (no cursor),
-and the interrupt message is processed normally. This is already handled by
-`_interruptible_api_call` closing the client.
-
-### 6. Multi-model / fallback
-
-If the primary model fails and the agent falls back to a different model,
-streaming state resets. The fallback call may or may not support streaming.
-The graceful fallback in `_run_streaming_chat_completion` handles this.
-
-### 7. Rate limiting on edits
-
-Telegram: ~20 edits/minute (~1 every 3 seconds to be safe)
-Discord: 5 edits per 5 seconds per message
-Slack: ~50 API calls/minute
-
-The 1.5s edit interval is conservative enough for all platforms. If we get
-429 rate limit errors on edits, just skip that edit cycle and try next time.
-
----
-
-## Files Changed Summary
-
-| File | Phase | Changes |
-|------|-------|---------|
-| `run_agent.py` | 1 | +stream_callback param, +_run_streaming_chat_completion(), modify _run_codex_stream(), modify _interruptible_api_call() |
-| `gateway/run.py` | 2 | +streaming config reader, +queue/callback setup, +stream_preview task, +skip-final-send logic |
-| `gateway/platforms/base.py` | 2 | +check for _streamed_msg_id in response handler |
-| `cli.py` | 3 | +streaming setup, +token display, +response box integration |
-| `gateway/platforms/api_server.py` | 4 | +real SSE writer, +streaming callback wiring |
-| `hermes_cli/config.py` | 1 | +streaming config defaults |
-| `cli-config.yaml.example` | 1 | +streaming section |
-| `tests/test_streaming.py` | 1-4 | NEW — ~380 lines of tests |
-
-**Total new code**: ~500 lines across all phases
-**Total test code**: ~380 lines
-
----
-
-## Rollout Plan
-
-1. **Phase 1** (core): Merge to main. Streaming disabled by default.
-   Zero impact on existing behavior. Can be tested with env var.
-
-2. **Phase 2** (gateway): Merge to main. Test on Telegram manually.
-   Enable per-platform: `streaming.telegram: true` in config.
-
-3. **Phase 3** (CLI): Merge to main. Test in terminal.
-   Enable: `streaming.cli: true` or `streaming.enabled: true`.
-
-4. **Phase 4** (API server): Merge to main. Test with Open WebUI.
-   Auto-enabled when client sends `stream: true`.
-
-Each phase is independently mergeable and testable. Streaming stays
-off by default throughout. Once all phases are stable, consider
-changing the default to enabled.
-
----
-
-## Config Reference (final state)
-
-```yaml
-# config.yaml
-streaming:
-  enabled: false          # Master switch (default: off)
-  cli: true               # Per-platform override
-  telegram: true
-  discord: true
-  slack: true
-  api_server: true        # API server always streams when client requests it
-  edit_interval: 1.5      # Seconds between message edits (default: 1.5)
-  min_tokens: 20          # Tokens before first display (default: 20)
-```
-
-```bash
-# Environment variable override
-HERMES_STREAMING_ENABLED=true
-```

AGENTS.md

@@ -1,617 +0,0 @@
-# Hermes Agent - Development Guide
-
-Instructions for AI coding assistants and developers working on the hermes-agent codebase.
-
-## Development Environment
-
-```bash
-source venv/bin/activate  # ALWAYS activate before running Python
-```
-
-## Project Structure
-
-```
-hermes-agent/
-├── run_agent.py          # AIAgent class — core conversation loop
-├── model_tools.py        # Tool orchestration, discover_builtin_tools(), handle_function_call()
-├── toolsets.py           # Toolset definitions, _HERMES_CORE_TOOLS list
-├── cli.py                # HermesCLI class — interactive CLI orchestrator
-├── hermes_state.py       # SessionDB — SQLite session store (FTS5 search)
-├── agent/                # Agent internals
-│   ├── prompt_builder.py     # System prompt assembly
-│   ├── context_compressor.py # Auto context compression
-│   ├── prompt_caching.py     # Anthropic prompt caching
-│   ├── auxiliary_client.py   # Auxiliary LLM client (vision, summarization)
-│   ├── model_metadata.py     # Model context lengths, token estimation
-│   ├── models_dev.py         # models.dev registry integration (provider-aware context)
-│   ├── display.py            # KawaiiSpinner, tool preview formatting
-│   ├── skill_commands.py     # Skill slash commands (shared CLI/gateway)
-│   └── trajectory.py         # Trajectory saving helpers
-├── hermes_cli/           # CLI subcommands and setup
-│   ├── main.py           # Entry point — all `hermes` subcommands
-│   ├── config.py         # DEFAULT_CONFIG, OPTIONAL_ENV_VARS, migration
-│   ├── commands.py       # Slash command definitions + SlashCommandCompleter
-│   ├── callbacks.py      # Terminal callbacks (clarify, sudo, approval)
-│   ├── setup.py          # Interactive setup wizard
-│   ├── skin_engine.py    # Skin/theme engine — CLI visual customization
-│   ├── skills_config.py  # `hermes skills` — enable/disable skills per platform
-│   ├── tools_config.py   # `hermes tools` — enable/disable tools per platform
-│   ├── skills_hub.py     # `/skills` slash command (search, browse, install)
-│   ├── models.py         # Model catalog, provider model lists
-│   ├── model_switch.py   # Shared /model switch pipeline (CLI + gateway)
-│   └── auth.py           # Provider credential resolution
-├── tools/                # Tool implementations (one file per tool)
-│   ├── registry.py       # Central tool registry (schemas, handlers, dispatch)
-│   ├── approval.py       # Dangerous command detection
-│   ├── terminal_tool.py  # Terminal orchestration
-│   ├── process_registry.py # Background process management
-│   ├── file_tools.py     # File read/write/search/patch
-│   ├── web_tools.py      # Web search/extract (Parallel + Firecrawl)
-│   ├── browser_tool.py   # Browserbase browser automation
-│   ├── code_execution_tool.py # execute_code sandbox
-│   ├── delegate_tool.py  # Subagent delegation
-│   ├── mcp_tool.py       # MCP client (~1050 lines)
-│   └── environments/     # Terminal backends (local, docker, ssh, modal, daytona, singularity)
-├── gateway/              # Messaging platform gateway
-│   ├── run.py            # Main loop, slash commands, message dispatch
-│   ├── session.py        # SessionStore — conversation persistence
-│   └── platforms/        # Adapters: telegram, discord, slack, whatsapp, homeassistant, signal, qqbot
-├── ui-tui/               # Ink (React) terminal UI — `hermes --tui`
-│   ├── src/entry.tsx        # TTY gate + render()
-│   ├── src/app.tsx          # Main state machine and UI
-│   ├── src/gatewayClient.ts # Child process + JSON-RPC bridge
-│   ├── src/app/             # Decomposed app logic (event handler, slash handler, stores, hooks)
-│   ├── src/components/      # Ink components (branding, markdown, prompts, pickers, etc.)
-│   ├── src/hooks/           # useCompletion, useInputHistory, useQueue, useVirtualHistory
-│   └── src/lib/             # Pure helpers (history, osc52, text, rpc, messages)
-├── tui_gateway/          # Python JSON-RPC backend for the TUI
-│   ├── entry.py             # stdio entrypoint
-│   ├── server.py            # RPC handlers and session logic
-│   ├── render.py            # Optional rich/ANSI bridge
-│   └── slash_worker.py      # Persistent HermesCLI subprocess for slash commands
-├── acp_adapter/          # ACP server (VS Code / Zed / JetBrains integration)
-├── cron/                 # Scheduler (jobs.py, scheduler.py)
-├── environments/         # RL training environments (Atropos)
-├── tests/                # Pytest suite (~3000 tests)
-└── batch_runner.py       # Parallel batch processing
-```
-
-**User config:** `~/.hermes/config.yaml` (settings), `~/.hermes/.env` (API keys)
-
-## File Dependency Chain
-
-```
-tools/registry.py  (no deps — imported by all tool files)
-       ↑
-tools/*.py  (each calls registry.register() at import time)
-       ↑
-model_tools.py  (imports tools/registry + triggers tool discovery)
-       ↑
-run_agent.py, cli.py, batch_runner.py, environments/
-```
-
----
-
-## AIAgent Class (run_agent.py)
-
-```python
-class AIAgent:
-    def __init__(self,
-        model: str = "anthropic/claude-opus-4.6",
-        max_iterations: int = 90,
-        enabled_toolsets: list = None,
-        disabled_toolsets: list = None,
-        quiet_mode: bool = False,
-        save_trajectories: bool = False,
-        platform: str = None,           # "cli", "telegram", etc.
-        session_id: str = None,
-        skip_context_files: bool = False,
-        skip_memory: bool = False,
-        # ... plus provider, api_mode, callbacks, routing params
-    ): ...
-
-    def chat(self, message: str) -> str:
-        """Simple interface — returns final response string."""
-
-    def run_conversation(self, user_message: str, system_message: str = None,
-                         conversation_history: list = None, task_id: str = None) -> dict:
-        """Full interface — returns dict with final_response + messages."""
-```
-
-### Agent Loop
-
-The core loop is inside `run_conversation()` — entirely synchronous:
-
-```python
-while api_call_count < self.max_iterations and self.iteration_budget.remaining > 0:
-    response = client.chat.completions.create(model=model, messages=messages, tools=tool_schemas)
-    if response.tool_calls:
-        for tool_call in response.tool_calls:
-            result = handle_function_call(tool_call.name, tool_call.args, task_id)
-            messages.append(tool_result_message(result))
-        api_call_count += 1
-    else:
-        return response.content
-```
-
-Messages follow OpenAI format: `{"role": "system/user/assistant/tool", ...}`. Reasoning content is stored in `assistant_msg["reasoning"]`.
-
----
-
-## CLI Architecture (cli.py)
-
-- **Rich** for banner/panels, **prompt_toolkit** for input with autocomplete
-- **KawaiiSpinner** (`agent/display.py`) — animated faces during API calls, `┊` activity feed for tool results
-- `load_cli_config()` in cli.py merges hardcoded defaults + user config YAML
-- **Skin engine** (`hermes_cli/skin_engine.py`) — data-driven CLI theming; initialized from `display.skin` config key at startup; skins customize banner colors, spinner faces/verbs/wings, tool prefix, response box, branding text
-- `process_command()` is a method on `HermesCLI` — dispatches on canonical command name resolved via `resolve_command()` from the central registry
-- Skill slash commands: `agent/skill_commands.py` scans `~/.hermes/skills/`, injects as **user message** (not system prompt) to preserve prompt caching
-
-### Slash Command Registry (`hermes_cli/commands.py`)
-
-All slash commands are defined in a central `COMMAND_REGISTRY` list of `CommandDef` objects. Every downstream consumer derives from this registry automatically:
-
-- **CLI** — `process_command()` resolves aliases via `resolve_command()`, dispatches on canonical name
-- **Gateway** — `GATEWAY_KNOWN_COMMANDS` frozenset for hook emission, `resolve_command()` for dispatch
-- **Gateway help** — `gateway_help_lines()` generates `/help` output
-- **Telegram** — `telegram_bot_commands()` generates the BotCommand menu
-- **Slack** — `slack_subcommand_map()` generates `/hermes` subcommand routing
-- **Autocomplete** — `COMMANDS` flat dict feeds `SlashCommandCompleter`
-- **CLI help** — `COMMANDS_BY_CATEGORY` dict feeds `show_help()`
-
-### Adding a Slash Command
-
-1. Add a `CommandDef` entry to `COMMAND_REGISTRY` in `hermes_cli/commands.py`:
-```python
-CommandDef("mycommand", "Description of what it does", "Session",
-           aliases=("mc",), args_hint="[arg]"),
-```
-2. Add handler in `HermesCLI.process_command()` in `cli.py`:
-```python
-elif canonical == "mycommand":
-    self._handle_mycommand(cmd_original)
-```
-3. If the command is available in the gateway, add a handler in `gateway/run.py`:
-```python
-if canonical == "mycommand":
-    return await self._handle_mycommand(event)
-```
-4. For persistent settings, use `save_config_value()` in `cli.py`
-
-**CommandDef fields:**
-- `name` — canonical name without slash (e.g. `"background"`)
-- `description` — human-readable description
-- `category` — one of `"Session"`, `"Configuration"`, `"Tools & Skills"`, `"Info"`, `"Exit"`
-- `aliases` — tuple of alternative names (e.g. `("bg",)`)
-- `args_hint` — argument placeholder shown in help (e.g. `"<prompt>"`, `"[name]"`)
-- `cli_only` — only available in the interactive CLI
-- `gateway_only` — only available in messaging platforms
-- `gateway_config_gate` — config dotpath (e.g. `"display.tool_progress_command"`); when set on a `cli_only` command, the command becomes available in the gateway if the config value is truthy. `GATEWAY_KNOWN_COMMANDS` always includes config-gated commands so the gateway can dispatch them; help/menus only show them when the gate is open.
-
-**Adding an alias** requires only adding it to the `aliases` tuple on the existing `CommandDef`. No other file changes needed — dispatch, help text, Telegram menu, Slack mapping, and autocomplete all update automatically.
-
----
-
-## TUI Architecture (ui-tui + tui_gateway)
-
-The TUI is a full replacement for the classic (prompt_toolkit) CLI, activated via `hermes --tui` or `HERMES_TUI=1`.
-
-### Process Model
-
-```
-hermes --tui
-  └─ Node (Ink)  ──stdio JSON-RPC──  Python (tui_gateway)
-       │                                  └─ AIAgent + tools + sessions
-       └─ renders transcript, composer, prompts, activity
-```
-
-TypeScript owns the screen. Python owns sessions, tools, model calls, and slash command logic.
-
-### Transport
-
-Newline-delimited JSON-RPC over stdio. Requests from Ink, events from Python. See `tui_gateway/server.py` for the full method/event catalog.
-
-### Key Surfaces
-
-| Surface | Ink component | Gateway method |
-|---------|---------------|----------------|
-| Chat streaming | `app.tsx` + `messageLine.tsx` | `prompt.submit` → `message.delta/complete` |
-| Tool activity | `thinking.tsx` | `tool.start/progress/complete` |
-| Approvals | `prompts.tsx` | `approval.respond` ← `approval.request` |
-| Clarify/sudo/secret | `prompts.tsx`, `maskedPrompt.tsx` | `clarify/sudo/secret.respond` |
-| Session picker | `sessionPicker.tsx` | `session.list/resume` |
-| Slash commands | Local handler + fallthrough | `slash.exec` → `_SlashWorker`, `command.dispatch` |
-| Completions | `useCompletion` hook | `complete.slash`, `complete.path` |
-| Theming | `theme.ts` + `branding.tsx` | `gateway.ready` with skin data |
-
-### Slash Command Flow
-
-1. Built-in client commands (`/help`, `/quit`, `/clear`, `/resume`, `/copy`, `/paste`, etc.) handled locally in `app.tsx`
-2. Everything else → `slash.exec` (runs in persistent `_SlashWorker` subprocess) → `command.dispatch` fallback
-
-### Dev Commands
-
-```bash
-cd ui-tui
-npm install       # first time
-npm run dev       # watch mode (rebuilds hermes-ink + tsx --watch)
-npm start         # production
-npm run build     # full build (hermes-ink + tsc)
-npm run type-check # typecheck only (tsc --noEmit)
-npm run lint      # eslint
-npm run fmt       # prettier
-npm test          # vitest
-```
-
----
-
-## Adding New Tools
-
-Requires changes in **2 files**:
-
-**1. Create `tools/your_tool.py`:**
-```python
-import json, os
-from tools.registry import registry
-
-def check_requirements() -> bool:
-    return bool(os.getenv("EXAMPLE_API_KEY"))
-
-def example_tool(param: str, task_id: str = None) -> str:
-    return json.dumps({"success": True, "data": "..."})
-
-registry.register(
-    name="example_tool",
-    toolset="example",
-    schema={"name": "example_tool", "description": "...", "parameters": {...}},
-    handler=lambda args, **kw: example_tool(param=args.get("param", ""), task_id=kw.get("task_id")),
-    check_fn=check_requirements,
-    requires_env=["EXAMPLE_API_KEY"],
-)
-```
-
-**2. Add to `toolsets.py`** — either `_HERMES_CORE_TOOLS` (all platforms) or a new toolset.
-
-Auto-discovery: any `tools/*.py` file with a top-level `registry.register()` call is imported automatically — no manual import list to maintain.
-
-The registry handles schema collection, dispatch, availability checking, and error wrapping. All handlers MUST return a JSON string.
-
-**Path references in tool schemas**: If the schema description mentions file paths (e.g. default output directories), use `display_hermes_home()` to make them profile-aware. The schema is generated at import time, which is after `_apply_profile_override()` sets `HERMES_HOME`.
-
-**State files**: If a tool stores persistent state (caches, logs, checkpoints), use `get_hermes_home()` for the base directory — never `Path.home() / ".hermes"`. This ensures each profile gets its own state.
-
-**Agent-level tools** (todo, memory): intercepted by `run_agent.py` before `handle_function_call()`. See `todo_tool.py` for the pattern.
-
----
-
-## Adding Configuration
-
-### config.yaml options:
-1. Add to `DEFAULT_CONFIG` in `hermes_cli/config.py`
-2. Bump `_config_version` (currently 5) to trigger migration for existing users
-
-### .env variables:
-1. Add to `OPTIONAL_ENV_VARS` in `hermes_cli/config.py` with metadata:
-```python
-"NEW_API_KEY": {
-    "description": "What it's for",
-    "prompt": "Display name",
-    "url": "https://...",
-    "password": True,
-    "category": "tool",  # provider, tool, messaging, setting
-},
-```
-
-### Config loaders (two separate systems):
-
-| Loader | Used by | Location |
-|--------|---------|----------|
-| `load_cli_config()` | CLI mode | `cli.py` |
-| `load_config()` | `hermes tools`, `hermes setup` | `hermes_cli/config.py` |
-| Direct YAML load | Gateway | `gateway/run.py` |
-
----
-
-## Skin/Theme System
-
-The skin engine (`hermes_cli/skin_engine.py`) provides data-driven CLI visual customization. Skins are **pure data** — no code changes needed to add a new skin.
-
-### Architecture
-
-```
-hermes_cli/skin_engine.py    # SkinConfig dataclass, built-in skins, YAML loader
-~/.hermes/skins/*.yaml       # User-installed custom skins (drop-in)
-```
-
-- `init_skin_from_config()` — called at CLI startup, reads `display.skin` from config
-- `get_active_skin()` — returns cached `SkinConfig` for the current skin
-- `set_active_skin(name)` — switches skin at runtime (used by `/skin` command)
-- `load_skin(name)` — loads from user skins first, then built-ins, then falls back to default
-- Missing skin values inherit from the `default` skin automatically
-
-### What skins customize
-
-| Element | Skin Key | Used By |
-|---------|----------|---------|
-| Banner panel border | `colors.banner_border` | `banner.py` |
-| Banner panel title | `colors.banner_title` | `banner.py` |
-| Banner section headers | `colors.banner_accent` | `banner.py` |
-| Banner dim text | `colors.banner_dim` | `banner.py` |
-| Banner body text | `colors.banner_text` | `banner.py` |
-| Response box border | `colors.response_border` | `cli.py` |
-| Spinner faces (waiting) | `spinner.waiting_faces` | `display.py` |
-| Spinner faces (thinking) | `spinner.thinking_faces` | `display.py` |
-| Spinner verbs | `spinner.thinking_verbs` | `display.py` |
-| Spinner wings (optional) | `spinner.wings` | `display.py` |
-| Tool output prefix | `tool_prefix` | `display.py` |
-| Per-tool emojis | `tool_emojis` | `display.py` → `get_tool_emoji()` |
-| Agent name | `branding.agent_name` | `banner.py`, `cli.py` |
-| Welcome message | `branding.welcome` | `cli.py` |
-| Response box label | `branding.response_label` | `cli.py` |
-| Prompt symbol | `branding.prompt_symbol` | `cli.py` |
-
-### Built-in skins
-
-- `default` — Classic Hermes gold/kawaii (the current look)
-- `ares` — Crimson/bronze war-god theme with custom spinner wings
-- `mono` — Clean grayscale monochrome
-- `slate` — Cool blue developer-focused theme
-
-### Adding a built-in skin
-
-Add to `_BUILTIN_SKINS` dict in `hermes_cli/skin_engine.py`:
-
-```python
-"mytheme": {
-    "name": "mytheme",
-    "description": "Short description",
-    "colors": { ... },
-    "spinner": { ... },
-    "branding": { ... },
-    "tool_prefix": "┊",
-},
-```
-
-### User skins (YAML)
-
-Users create `~/.hermes/skins/<name>.yaml`:
-
-```yaml
-name: cyberpunk
-description: Neon-soaked terminal theme
-
-colors:
-  banner_border: "#FF00FF"
-  banner_title: "#00FFFF"
-  banner_accent: "#FF1493"
-
-spinner:
-  thinking_verbs: ["jacking in", "decrypting", "uploading"]
-  wings:
-    - ["⟨⚡", "⚡⟩"]
-
-branding:
-  agent_name: "Cyber Agent"
-  response_label: " ⚡ Cyber "
-
-tool_prefix: "▏"
-```
-
-Activate with `/skin cyberpunk` or `display.skin: cyberpunk` in config.yaml.
-
----
-
-## Important Policies
-### Prompt Caching Must Not Break
-
-Hermes-Agent ensures caching remains valid throughout a conversation. **Do NOT implement changes that would:**
-- Alter past context mid-conversation
-- Change toolsets mid-conversation
-- Reload memories or rebuild system prompts mid-conversation
-
-Cache-breaking forces dramatically higher costs. The ONLY time we alter context is during context compression.
-
-### Working Directory Behavior
-- **CLI**: Uses current directory (`.` → `os.getcwd()`)
-- **Messaging**: Uses `MESSAGING_CWD` env var (default: home directory)
-
-### Background Process Notifications (Gateway)
-
-When `terminal(background=true, notify_on_complete=true)` is used, the gateway runs a watcher that
-detects process completion and triggers a new agent turn. Control verbosity of background process
-messages with `display.background_process_notifications`
-in config.yaml (or `HERMES_BACKGROUND_NOTIFICATIONS` env var):
-
-- `all` — running-output updates + final message (default)
-- `result` — only the final completion message
-- `error` — only the final message when exit code != 0
-- `off` — no watcher messages at all
-
----
-
-## Profiles: Multi-Instance Support
-
-Hermes supports **profiles** — multiple fully isolated instances, each with its own
-`HERMES_HOME` directory (config, API keys, memory, sessions, skills, gateway, etc.).
-
-The core mechanism: `_apply_profile_override()` in `hermes_cli/main.py` sets
-`HERMES_HOME` before any module imports. All 119+ references to `get_hermes_home()`
-automatically scope to the active profile.
-
-### Rules for profile-safe code
-
-1. **Use `get_hermes_home()` for all HERMES_HOME paths.** Import from `hermes_constants`.
-   NEVER hardcode `~/.hermes` or `Path.home() / ".hermes"` in code that reads/writes state.
-   ```python
-   # GOOD
-   from hermes_constants import get_hermes_home
-   config_path = get_hermes_home() / "config.yaml"
-
-   # BAD — breaks profiles
-   config_path = Path.home() / ".hermes" / "config.yaml"
-   ```
-
-2. **Use `display_hermes_home()` for user-facing messages.** Import from `hermes_constants`.
-   This returns `~/.hermes` for default or `~/.hermes/profiles/<name>` for profiles.
-   ```python
-   # GOOD
-   from hermes_constants import display_hermes_home
-   print(f"Config saved to {display_hermes_home()}/config.yaml")
-
-   # BAD — shows wrong path for profiles
-   print("Config saved to ~/.hermes/config.yaml")
-   ```
-
-3. **Module-level constants are fine** — they cache `get_hermes_home()` at import time,
-   which is AFTER `_apply_profile_override()` sets the env var. Just use `get_hermes_home()`,
-   not `Path.home() / ".hermes"`.
-
-4. **Tests that mock `Path.home()` must also set `HERMES_HOME`** — since code now uses
-   `get_hermes_home()` (reads env var), not `Path.home() / ".hermes"`:
-   ```python
-   with patch.object(Path, "home", return_value=tmp_path), \
-        patch.dict(os.environ, {"HERMES_HOME": str(tmp_path / ".hermes")}):
-       ...
-   ```
-
-5. **Gateway platform adapters should use token locks** — if the adapter connects with
-   a unique credential (bot token, API key), call `acquire_scoped_lock()` from
-   `gateway.status` in the `connect()`/`start()` method and `release_scoped_lock()` in
-   `disconnect()`/`stop()`. This prevents two profiles from using the same credential.
-   See `gateway/platforms/telegram.py` for the canonical pattern.
-
-6. **Profile operations are HOME-anchored, not HERMES_HOME-anchored** — `_get_profiles_root()`
-   returns `Path.home() / ".hermes" / "profiles"`, NOT `get_hermes_home() / "profiles"`.
-   This is intentional — it lets `hermes -p coder profile list` see all profiles regardless
-   of which one is active.
-
-## Known Pitfalls
-
-### DO NOT hardcode `~/.hermes` paths
-Use `get_hermes_home()` from `hermes_constants` for code paths. Use `display_hermes_home()`
-for user-facing print/log messages. Hardcoding `~/.hermes` breaks profiles — each profile
-has its own `HERMES_HOME` directory. This was the source of 5 bugs fixed in PR #3575.
-
-### DO NOT use `simple_term_menu` for interactive menus
-Rendering bugs in tmux/iTerm2 — ghosting on scroll. Use `curses` (stdlib) instead. See `hermes_cli/tools_config.py` for the pattern.
-
-### DO NOT use `\033[K` (ANSI erase-to-EOL) in spinner/display code
-Leaks as literal `?[K` text under `prompt_toolkit`'s `patch_stdout`. Use space-padding: `f"\r{line}{' ' * pad}"`.
-
-### `_last_resolved_tool_names` is a process-global in `model_tools.py`
-`_run_single_child()` in `delegate_tool.py` saves and restores this global around subagent execution. If you add new code that reads this global, be aware it may be temporarily stale during child agent runs.
-
-### DO NOT hardcode cross-tool references in schema descriptions
-Tool schema descriptions must not mention tools from other toolsets by name (e.g., `browser_navigate` saying "prefer web_search"). Those tools may be unavailable (missing API keys, disabled toolset), causing the model to hallucinate calls to non-existent tools. If a cross-reference is needed, add it dynamically in `get_tool_definitions()` in `model_tools.py` — see the `browser_navigate` / `execute_code` post-processing blocks for the pattern.
-
-### Tests must not write to `~/.hermes/`
-The `_isolate_hermes_home` autouse fixture in `tests/conftest.py` redirects `HERMES_HOME` to a temp dir. Never hardcode `~/.hermes/` paths in tests.
-
-**Profile tests**: When testing profile features, also mock `Path.home()` so that
-`_get_profiles_root()` and `_get_default_hermes_home()` resolve within the temp dir.
-Use the pattern from `tests/hermes_cli/test_profiles.py`:
-```python
-@pytest.fixture
-def profile_env(tmp_path, monkeypatch):
-    home = tmp_path / ".hermes"
-    home.mkdir()
-    monkeypatch.setattr(Path, "home", lambda: tmp_path)
-    monkeypatch.setenv("HERMES_HOME", str(home))
-    return home
-```
-
----
-
-## Testing
-
-**ALWAYS use `scripts/run_tests.sh`** — do not call `pytest` directly. The script enforces
-hermetic environment parity with CI (unset credential vars, TZ=UTC, LANG=C.UTF-8,
-4 xdist workers matching GHA ubuntu-latest). Direct `pytest` on a 16+ core
-developer machine with API keys set diverges from CI in ways that have caused
-multiple "works locally, fails in CI" incidents (and the reverse).
-
-```bash
-scripts/run_tests.sh                                  # full suite, CI-parity
-scripts/run_tests.sh tests/gateway/                   # one directory
-scripts/run_tests.sh tests/agent/test_foo.py::test_x  # one test
-scripts/run_tests.sh -v --tb=long                     # pass-through pytest flags
-```
-
-### Why the wrapper (and why the old "just call pytest" doesn't work)
-
-Five real sources of local-vs-CI drift the script closes:
-
-| | Without wrapper | With wrapper |
-|---|---|---|
-| Provider API keys | Whatever is in your env (auto-detects pool) | All `*_API_KEY`/`*_TOKEN`/etc. unset |
-| HOME / `~/.hermes/` | Your real config+auth.json | Temp dir per test |
-| Timezone | Local TZ (PDT etc.) | UTC |
-| Locale | Whatever is set | C.UTF-8 |
-| xdist workers | `-n auto` = all cores (20+ on a workstation) | `-n 4` matching CI |
-
-`tests/conftest.py` also enforces points 1-4 as an autouse fixture so ANY pytest
-invocation (including IDE integrations) gets hermetic behavior — but the wrapper
-is belt-and-suspenders.
-
-### Running without the wrapper (only if you must)
-
-If you can't use the wrapper (e.g. on Windows or inside an IDE that shells
-pytest directly), at minimum activate the venv and pass `-n 4`:
-
-```bash
-source venv/bin/activate
-python -m pytest tests/ -q -n 4
-```
-
-Worker count above 4 will surface test-ordering flakes that CI never sees.
-
-Always run the full suite before pushing changes.
-
-### Don't write change-detector tests
-
-A test is a **change-detector** if it fails whenever data that is **expected
-to change** gets updated — model catalogs, config version numbers,
-enumeration counts, hardcoded lists of provider models. These tests add no
-behavioral coverage; they just guarantee that routine source updates break
-CI and cost engineering time to "fix."
-
-**Do not write:**
-
-```python
-# catalog snapshot — breaks every model release
-assert "gemini-2.5-pro" in _PROVIDER_MODELS["gemini"]
-assert "MiniMax-M2.7" in models
-
-# config version literal — breaks every schema bump
-assert DEFAULT_CONFIG["_config_version"] == 21
-
-# enumeration count — breaks every time a skill/provider is added
-assert len(_PROVIDER_MODELS["huggingface"]) == 8
-```
-
-**Do write:**
-
-```python
-# behavior: does the catalog plumbing work at all?
-assert "gemini" in _PROVIDER_MODELS
-assert len(_PROVIDER_MODELS["gemini"]) >= 1
-
-# behavior: does migration bump the user's version to current latest?
-assert raw["_config_version"] == DEFAULT_CONFIG["_config_version"]
-
-# invariant: no plan-only model leaks into the legacy list
-assert not (set(moonshot_models) & coding_plan_only_models)
-
-# invariant: every model in the catalog has a context-length entry
-for m in _PROVIDER_MODELS["huggingface"]:
-    assert m.lower() in DEFAULT_CONTEXT_LENGTHS_LOWER
-```
-
-The rule: if the test reads like a snapshot of current data, delete it. If
-it reads like a contract about how two pieces of data must relate, keep it.
-When a PR adds a new provider/model and you want a test, make the test
-assert the relationship (e.g. "catalog entries all have context lengths"),
-not the specific names.
-
-Reviewers should reject new change-detector tests; authors should convert
-them into invariants before re-requesting review.

CONTRIBUTING.md

@@ -1,660 +0,0 @@
-# Contributing to Hermes Agent
-
-Thank you for contributing to Hermes Agent! This guide covers everything you need: setting up your dev environment, understanding the architecture, deciding what to build, and getting your PR merged.
-
----
-
-## Contribution Priorities
-
-We value contributions in this order:
-
-1. **Bug fixes** — crashes, incorrect behavior, data loss. Always top priority.
-2. **Cross-platform compatibility** — Windows, macOS, different Linux distros, different terminal emulators. We want Hermes to work everywhere.
-3. **Security hardening** — shell injection, prompt injection, path traversal, privilege escalation. See [Security](#security-considerations).
-4. **Performance and robustness** — retry logic, error handling, graceful degradation.
-5. **New skills** — but only broadly useful ones. See [Should it be a Skill or a Tool?](#should-it-be-a-skill-or-a-tool)
-6. **New tools** — rarely needed. Most capabilities should be skills. See below.
-7. **Documentation** — fixes, clarifications, new examples.
-
----
-
-## Should it be a Skill or a Tool?
-
-This is the most common question for new contributors. The answer is almost always **skill**.
-
-### Make it a Skill when:
-
-- The capability can be expressed as instructions + shell commands + existing tools
-- It wraps an external CLI or API that the agent can call via `terminal` or `web_extract`
-- It doesn't need custom Python integration or API key management baked into the agent
-- Examples: arXiv search, git workflows, Docker management, PDF processing, email via CLI tools
-
-### Make it a Tool when:
-
-- It requires end-to-end integration with API keys, auth flows, or multi-component configuration managed by the agent harness
-- It needs custom processing logic that must execute precisely every time (not "best effort" from LLM interpretation)
-- It handles binary data, streaming, or real-time events that can't go through the terminal
-- Examples: browser automation (Browserbase session management), TTS (audio encoding + platform delivery), vision analysis (base64 image handling)
-
-### Should the Skill be bundled?
-
-Bundled skills (in `skills/`) ship with every Hermes install. They should be **broadly useful to most users**:
-
-- Document handling, web research, common dev workflows, system administration
-- Used regularly by a wide range of people
-
-If your skill is official and useful but not universally needed (e.g., a paid service integration, a heavyweight dependency), put it in **`optional-skills/`** — it ships with the repo but isn't activated by default. Users can discover it via `hermes skills browse` (labeled "official") and install it with `hermes skills install` (no third-party warning, builtin trust).
-
-If your skill is specialized, community-contributed, or niche, it's better suited for a **Skills Hub** — upload it to a skills registry and share it in the [Nous Research Discord](https://discord.gg/NousResearch). Users can install it with `hermes skills install`.
-
----
-
-## Development Setup
-
-### Prerequisites
-
-| Requirement | Notes |
-|-------------|-------|
-| **Git** | With `--recurse-submodules` support |
-| **Python 3.11+** | uv will install it if missing |
-| **uv** | Fast Python package manager ([install](https://docs.astral.sh/uv/)) |
-| **Node.js 18+** | Optional — needed for browser tools and WhatsApp bridge |
-
-### Clone and install
-
-```bash
-git clone --recurse-submodules https://github.com/NousResearch/hermes-agent.git
-cd hermes-agent
-
-# Create venv with Python 3.11
-uv venv venv --python 3.11
-export VIRTUAL_ENV="$(pwd)/venv"
-
-# Install with all extras (messaging, cron, CLI menus, dev tools)
-uv pip install -e ".[all,dev]"
-
-# Optional: RL training submodule
-# git submodule update --init tinker-atropos && uv pip install -e "./tinker-atropos"
-
-# Optional: browser tools
-npm install
-```
-
-### Configure for development
-
-```bash
-mkdir -p ~/.hermes/{cron,sessions,logs,memories,skills}
-cp cli-config.yaml.example ~/.hermes/config.yaml
-touch ~/.hermes/.env
-
-# Add at minimum an LLM provider key:
-echo 'OPENROUTER_API_KEY=sk-or-v1-your-key' >> ~/.hermes/.env
-```
-
-### Run
-
-```bash
-# Symlink for global access
-mkdir -p ~/.local/bin
-ln -sf "$(pwd)/venv/bin/hermes" ~/.local/bin/hermes
-
-# Verify
-hermes doctor
-hermes chat -q "Hello"
-```
-
-### Run tests
-
-```bash
-pytest tests/ -v
-```
-
----
-
-## Project Structure
-
-```
-hermes-agent/
-├── run_agent.py              # AIAgent class — core conversation loop, tool dispatch, session persistence
-├── cli.py                    # HermesCLI class — interactive TUI, prompt_toolkit integration
-├── model_tools.py            # Tool orchestration (thin layer over tools/registry.py)
-├── toolsets.py               # Tool groupings and presets (hermes-cli, hermes-telegram, etc.)
-├── hermes_state.py           # SQLite session database with FTS5 full-text search, session titles
-├── batch_runner.py           # Parallel batch processing for trajectory generation
-│
-├── agent/                    # Agent internals (extracted modules)
-│   ├── prompt_builder.py         # System prompt assembly (identity, skills, context files, memory)
-│   ├── context_compressor.py     # Auto-summarization when approaching context limits
-│   ├── auxiliary_client.py       # Resolves auxiliary OpenAI clients (summarization, vision)
-│   ├── display.py                # KawaiiSpinner, tool progress formatting
-│   ├── model_metadata.py         # Model context lengths, token estimation
-│   └── trajectory.py             # Trajectory saving helpers
-│
-├── hermes_cli/               # CLI command implementations
-│   ├── main.py                   # Entry point, argument parsing, command dispatch
-│   ├── config.py                 # Config management, migration, env var definitions
-│   ├── setup.py                  # Interactive setup wizard
-│   ├── auth.py                   # Provider resolution, OAuth, Nous Portal
-│   ├── models.py                 # OpenRouter model selection lists
-│   ├── banner.py                 # Welcome banner, ASCII art
-│   ├── commands.py               # Central slash command registry (CommandDef), autocomplete, gateway helpers
-│   ├── callbacks.py              # Interactive callbacks (clarify, sudo, approval)
-│   ├── doctor.py                 # Diagnostics
-│   ├── skills_hub.py             # Skills Hub CLI + /skills slash command
-│   └── skin_engine.py            # Skin/theme engine — data-driven CLI visual customization
-│
-├── tools/                    # Tool implementations (self-registering)
-│   ├── registry.py               # Central tool registry (schemas, handlers, dispatch)
-│   ├── approval.py               # Dangerous command detection + per-session approval
-│   ├── terminal_tool.py          # Terminal orchestration (sudo, env lifecycle, backends)
-│   ├── file_operations.py        # read_file, write_file, search, patch, etc.
-│   ├── web_tools.py              # web_search, web_extract (Parallel/Firecrawl + Gemini summarization)
-│   ├── vision_tools.py           # Image analysis via multimodal models
-│   ├── delegate_tool.py          # Subagent spawning and parallel task execution
-│   ├── code_execution_tool.py    # Sandboxed Python with RPC tool access
-│   ├── session_search_tool.py    # Search past conversations with FTS5 + summarization
-│   ├── cronjob_tools.py          # Scheduled task management
-│   ├── skill_tools.py            # Skill search, load, manage
-│   └── environments/             # Terminal execution backends
-│       ├── base.py                   # BaseEnvironment ABC
-│       ├── local.py, docker.py, ssh.py, singularity.py, modal.py, daytona.py
-│
-├── gateway/                  # Messaging gateway
-│   ├── run.py                    # GatewayRunner — platform lifecycle, message routing, cron
-│   ├── config.py                 # Platform configuration resolution
-│   ├── session.py                # Session store, context prompts, reset policies
-│   └── platforms/                # Platform adapters
-│       ├── telegram.py, discord_adapter.py, slack.py, whatsapp.py
-│
-├── scripts/                  # Installer and bridge scripts
-│   ├── install.sh                # Linux/macOS installer
-│   ├── install.ps1               # Windows PowerShell installer
-│   └── whatsapp-bridge/          # Node.js WhatsApp bridge (Baileys)
-│
-├── skills/                   # Bundled skills (copied to ~/.hermes/skills/ on install)
-├── optional-skills/          # Official optional skills (discoverable via hub, not activated by default)
-├── environments/             # RL training environments (Atropos integration)
-├── tests/                    # Test suite
-├── website/                  # Documentation site (hermes-agent.nousresearch.com)
-│
-├── cli-config.yaml.example   # Example configuration (copied to ~/.hermes/config.yaml)
-└── AGENTS.md                 # Development guide for AI coding assistants
-```
-
-### User configuration (stored in `~/.hermes/`)
-
-| Path | Purpose |
-|------|---------|
-| `~/.hermes/config.yaml` | Settings (model, terminal, toolsets, compression, etc.) |
-| `~/.hermes/.env` | API keys and secrets |
-| `~/.hermes/auth.json` | OAuth credentials (Nous Portal) |
-| `~/.hermes/skills/` | All active skills (bundled + hub-installed + agent-created) |
-| `~/.hermes/memories/` | Persistent memory (MEMORY.md, USER.md) |
-| `~/.hermes/state.db` | SQLite session database |
-| `~/.hermes/sessions/` | JSON session logs |
-| `~/.hermes/cron/` | Scheduled job data |
-| `~/.hermes/whatsapp/session/` | WhatsApp bridge credentials |
-
----
-
-## Architecture Overview
-
-### Core Loop
-
-```
-User message → AIAgent._run_agent_loop()
-  ├── Build system prompt (prompt_builder.py)
-  ├── Build API kwargs (model, messages, tools, reasoning config)
-  ├── Call LLM (OpenAI-compatible API)
-  ├── If tool_calls in response:
-  │     ├── Execute each tool via registry dispatch
-  │     ├── Add tool results to conversation
-  │     └── Loop back to LLM call
-  ├── If text response:
-  │     ├── Persist session to DB
-  │     └── Return final_response
-  └── Context compression if approaching token limit
-```
-
-### Key Design Patterns
-
-- **Self-registering tools**: Each tool file calls `registry.register()` at import time. `model_tools.py` triggers discovery by importing all tool modules.
-- **Toolset grouping**: Tools are grouped into toolsets (`web`, `terminal`, `file`, `browser`, etc.) that can be enabled/disabled per platform.
-- **Session persistence**: All conversations are stored in SQLite (`hermes_state.py`) with full-text search and unique session titles. JSON logs go to `~/.hermes/sessions/`.
-- **Ephemeral injection**: System prompts and prefill messages are injected at API call time, never persisted to the database or logs.
-- **Provider abstraction**: The agent works with any OpenAI-compatible API. Provider resolution happens at init time (Nous Portal OAuth, OpenRouter API key, or custom endpoint).
-- **Provider routing**: When using OpenRouter, `provider_routing` in config.yaml controls provider selection (sort by throughput/latency/price, allow/ignore specific providers, data retention policies). These are injected as `extra_body.provider` in API requests.
-
----
-
-## Code Style
-
-- **PEP 8** with practical exceptions (we don't enforce strict line length)
-- **Comments**: Only when explaining non-obvious intent, trade-offs, or API quirks. Don't narrate what the code does — `# increment counter` adds nothing
-- **Error handling**: Catch specific exceptions. Log with `logger.warning()`/`logger.error()` — use `exc_info=True` for unexpected errors so stack traces appear in logs
-- **Cross-platform**: Never assume Unix. See [Cross-Platform Compatibility](#cross-platform-compatibility)
-
----
-
-## Adding a New Tool
-
-Before writing a tool, ask: [should this be a skill instead?](#should-it-be-a-skill-or-a-tool)
-
-Tools self-register with the central registry. Each tool file co-locates its schema, handler, and registration:
-
-```python
-"""my_tool — Brief description of what this tool does."""
-
-import json
-from tools.registry import registry
-
-
-def my_tool(param1: str, param2: int = 10, **kwargs) -> str:
-    """Handler. Returns a string result (often JSON)."""
-    result = do_work(param1, param2)
-    return json.dumps(result)
-
-
-MY_TOOL_SCHEMA = {
-    "type": "function",
-    "function": {
-        "name": "my_tool",
-        "description": "What this tool does and when the agent should use it.",
-        "parameters": {
-            "type": "object",
-            "properties": {
-                "param1": {"type": "string", "description": "What param1 is"},
-                "param2": {"type": "integer", "description": "What param2 is", "default": 10},
-            },
-            "required": ["param1"],
-        },
-    },
-}
-
-
-def _check_requirements() -> bool:
-    """Return True if this tool's dependencies are available."""
-    return True
-
-
-registry.register(
-    name="my_tool",
-    toolset="my_toolset",
-    schema=MY_TOOL_SCHEMA,
-    handler=lambda args, **kw: my_tool(**args, **kw),
-    check_fn=_check_requirements,
-)
-```
-
-Then add the import to `model_tools.py` in the `_modules` list:
-
-```python
-_modules = [
-    # ... existing modules ...
-    "tools.my_tool",
-]
-```
-
-If it's a new toolset, add it to `toolsets.py` and to the relevant platform presets.
-
----
-
-## Adding a Skill
-
-Bundled skills live in `skills/` organized by category. Official optional skills use the same structure in `optional-skills/`:
-
-```
-skills/
-├── research/
-│   └── arxiv/
-│       ├── SKILL.md              # Required: main instructions
-│       └── scripts/              # Optional: helper scripts
-│           └── search_arxiv.py
-├── productivity/
-│   └── ocr-and-documents/
-│       ├── SKILL.md
-│       ├── scripts/
-│       └── references/
-└── ...
-```
-
-### SKILL.md format
-
-```markdown
----
-name: my-skill
-description: Brief description (shown in skill search results)
-version: 1.0.0
-author: Your Name
-license: MIT
-platforms: [macos, linux]          # Optional — restrict to specific OS platforms
-                                   #   Valid: macos, linux, windows
-                                   #   Omit to load on all platforms (default)
-required_environment_variables:    # Optional — secure setup-on-load metadata
-  - name: MY_API_KEY
-    prompt: API key
-    help: Where to get it
-    required_for: full functionality
-prerequisites:                     # Optional legacy runtime requirements
-  env_vars: [MY_API_KEY]           #   Backward-compatible alias for required env vars
-  commands: [curl, jq]             #   Advisory only; does not hide the skill
-metadata:
-  hermes:
-    tags: [Category, Subcategory, Keywords]
-    related_skills: [other-skill-name]
-    fallback_for_toolsets: [web]       # Optional — show only when toolset is unavailable
-    requires_toolsets: [terminal]      # Optional — show only when toolset is available
----
-
-# Skill Title
-
-Brief intro.
-
-## When to Use
-Trigger conditions — when should the agent load this skill?
-
-## Quick Reference
-Table of common commands or API calls.
-
-## Procedure
-Step-by-step instructions the agent follows.
-
-## Pitfalls
-Known failure modes and how to handle them.
-
-## Verification
-How the agent confirms it worked.
-```
-
-### Platform-specific skills
-
-Skills can declare which OS platforms they support via the `platforms` frontmatter field. Skills with this field are automatically hidden from the system prompt, `skills_list()`, and slash commands on incompatible platforms.
-
-```yaml
-platforms: [macos]            # macOS only (e.g., iMessage, Apple Reminders)
-platforms: [macos, linux]     # macOS and Linux
-platforms: [windows]          # Windows only
-```
-
-If the field is omitted or empty, the skill loads on all platforms (backward compatible). See `skills/apple/` for examples of macOS-only skills.
-
-### Conditional skill activation
-
-Skills can declare conditions that control when they appear in the system prompt, based on which tools and toolsets are available in the current session. This is primarily used for **fallback skills** — alternatives that should only be shown when a primary tool is unavailable.
-
-Four fields are supported under `metadata.hermes`:
-
-```yaml
-metadata:
-  hermes:
-    fallback_for_toolsets: [web]      # Show ONLY when these toolsets are unavailable
-    requires_toolsets: [terminal]     # Show ONLY when these toolsets are available
-    fallback_for_tools: [web_search]  # Show ONLY when these specific tools are unavailable
-    requires_tools: [terminal]        # Show ONLY when these specific tools are available
-```
-
-**Semantics:**
-- `fallback_for_*`: The skill is a backup. It is **hidden** when the listed tools/toolsets are available, and **shown** when they are unavailable. Use this for free alternatives to premium tools.
-- `requires_*`: The skill needs certain tools to function. It is **hidden** when the listed tools/toolsets are unavailable. Use this for skills that depend on specific capabilities (e.g., a skill that only makes sense with terminal access).
-- If both are specified, both conditions must be satisfied for the skill to appear.
-- If neither is specified, the skill is always shown (backward compatible).
-
-**Examples:**
-
-```yaml
-# DuckDuckGo search — shown when Firecrawl (web toolset) is unavailable
-metadata:
-  hermes:
-    fallback_for_toolsets: [web]
-
-# Smart home skill — only useful when terminal is available
-metadata:
-  hermes:
-    requires_toolsets: [terminal]
-
-# Local browser fallback — shown when Browserbase is unavailable
-metadata:
-  hermes:
-    fallback_for_toolsets: [browser]
-```
-
-The filtering happens at prompt build time in `agent/prompt_builder.py`. The `build_skills_system_prompt()` function receives the set of available tools and toolsets from the agent and uses `_skill_should_show()` to evaluate each skill's conditions.
-
-### Skill setup metadata
-
-Skills can declare secure setup-on-load metadata via the `required_environment_variables` frontmatter field. Missing values do not hide the skill from discovery; they trigger a CLI-only secure prompt when the skill is actually loaded.
-
-```yaml
-required_environment_variables:
-  - name: TENOR_API_KEY
-    prompt: Tenor API key
-    help: Get a key from https://developers.google.com/tenor
-    required_for: full functionality
-```
-
-The user may skip setup and keep loading the skill. Hermes only exposes metadata (`stored_as`, `skipped`, `validated`) to the model — never the secret value.
-
-Legacy `prerequisites.env_vars` remains supported and is normalized into the new representation.
-
-```yaml
-prerequisites:
-  env_vars: [TENOR_API_KEY]       # Legacy alias for required_environment_variables
-  commands: [curl, jq]            # Advisory CLI checks
-```
-
-Gateway and messaging sessions never collect secrets in-band; they instruct the user to run `hermes setup` or update `~/.hermes/.env` locally.
-
-**When to declare required environment variables:**
-- The skill uses an API key or token that should be collected securely at load time
-- The skill can still be useful if the user skips setup, but may degrade gracefully
-
-**When to declare command prerequisites:**
-- The skill relies on a CLI tool that may not be installed (e.g., `himalaya`, `openhue`, `ddgs`)
-- Treat command checks as guidance, not discovery-time hiding
-
-See `skills/gifs/gif-search/` and `skills/email/himalaya/` for examples.
-
-### Skill guidelines
-
-- **No external dependencies unless absolutely necessary.** Prefer stdlib Python, curl, and existing Hermes tools (`web_extract`, `terminal`, `read_file`).
-- **Progressive disclosure.** Put the most common workflow first. Edge cases and advanced usage go at the bottom.
-- **Include helper scripts** for XML/JSON parsing or complex logic — don't expect the LLM to write parsers inline every time.
-- **Test it.** Run `hermes --toolsets skills -q "Use the X skill to do Y"` and verify the agent follows the instructions correctly.
-
----
-
-## Adding a Skin / Theme
-
-Hermes uses a data-driven skin system — no code changes needed to add a new skin.
-
-**Option A: User skin (YAML file)**
-
-Create `~/.hermes/skins/<name>.yaml`:
-
-```yaml
-name: mytheme
-description: Short description of the theme
-
-colors:
-  banner_border: "#HEX"     # Panel border color
-  banner_title: "#HEX"      # Panel title color
-  banner_accent: "#HEX"     # Section header color
-  banner_dim: "#HEX"        # Muted/dim text color
-  banner_text: "#HEX"       # Body text color
-  response_border: "#HEX"   # Response box border
-
-spinner:
-  waiting_faces: ["(⚔)", "(⛨)"]
-  thinking_faces: ["(⚔)", "(⌁)"]
-  thinking_verbs: ["forging", "plotting"]
-  wings:                     # Optional left/right decorations
-    - ["⟪⚔", "⚔⟫"]
-
-branding:
-  agent_name: "My Agent"
-  welcome: "Welcome message"
-  response_label: " ⚔ Agent "
-  prompt_symbol: "⚔ ❯ "
-
-tool_prefix: "╎"             # Tool output line prefix
-```
-
-All fields are optional — missing values inherit from the default skin.
-
-**Option B: Built-in skin**
-
-Add to `_BUILTIN_SKINS` dict in `hermes_cli/skin_engine.py`. Use the same schema as above but as a Python dict. Built-in skins ship with the package and are always available.
-
-**Activating:**
-- CLI: `/skin mytheme` or set `display.skin: mytheme` in config.yaml
-- Config: `display: { skin: mytheme }`
-
-See `hermes_cli/skin_engine.py` for the full schema and existing skins as examples.
-
----
-
-## Cross-Platform Compatibility
-
-Hermes runs on Linux, macOS, and Windows. When writing code that touches the OS:
-
-### Critical rules
-
-1. **`termios` and `fcntl` are Unix-only.** Always catch both `ImportError` and `NotImplementedError`:
-   ```python
-   try:
-       from simple_term_menu import TerminalMenu
-       menu = TerminalMenu(options)
-       idx = menu.show()
-   except (ImportError, NotImplementedError):
-       # Fallback: numbered menu for Windows
-       for i, opt in enumerate(options):
-           print(f"  {i+1}. {opt}")
-       idx = int(input("Choice: ")) - 1
-   ```
-
-2. **File encoding.** Windows may save `.env` files in `cp1252`. Always handle encoding errors:
-   ```python
-   try:
-       load_dotenv(env_path)
-   except UnicodeDecodeError:
-       load_dotenv(env_path, encoding="latin-1")
-   ```
-
-3. **Process management.** `os.setsid()`, `os.killpg()`, and signal handling differ on Windows. Use platform checks:
-   ```python
-   import platform
-   if platform.system() != "Windows":
-       kwargs["preexec_fn"] = os.setsid
-   ```
-
-4. **Path separators.** Use `pathlib.Path` instead of string concatenation with `/`.
-
-5. **Shell commands in installers.** If you change `scripts/install.sh`, check if the equivalent change is needed in `scripts/install.ps1`.
-
----
-
-## Security Considerations
-
-Hermes has terminal access. Security matters.
-
-### Existing protections
-
-| Layer | Implementation |
-|-------|---------------|
-| **Sudo password piping** | Uses `shlex.quote()` to prevent shell injection |
-| **Dangerous command detection** | Regex patterns in `tools/approval.py` with user approval flow |
-| **Cron prompt injection** | Scanner in `tools/cronjob_tools.py` blocks instruction-override patterns |
-| **Write deny list** | Protected paths (`~/.ssh/authorized_keys`, `/etc/shadow`) resolved via `os.path.realpath()` to prevent symlink bypass |
-| **Skills guard** | Security scanner for hub-installed skills (`tools/skills_guard.py`) |
-| **Code execution sandbox** | `execute_code` child process runs with API keys stripped from environment |
-| **Container hardening** | Docker: all capabilities dropped, no privilege escalation, PID limits, size-limited tmpfs |
-
-### When contributing security-sensitive code
-
-- **Always use `shlex.quote()`** when interpolating user input into shell commands
-- **Resolve symlinks** with `os.path.realpath()` before path-based access control checks
-- **Don't log secrets.** API keys, tokens, and passwords should never appear in log output
-- **Catch broad exceptions** around tool execution so a single failure doesn't crash the agent loop
-- **Test on all platforms** if your change touches file paths, process management, or shell commands
-
-If your PR affects security, note it explicitly in the description.
-
----
-
-## Pull Request Process
-
-### Branch naming
-
-```
-fix/description        # Bug fixes
-feat/description       # New features
-docs/description       # Documentation
-test/description       # Tests
-refactor/description   # Code restructuring
-```
-
-### Before submitting
-
-1. **Run tests**: `pytest tests/ -v`
-2. **Test manually**: Run `hermes` and exercise the code path you changed
-3. **Check cross-platform impact**: If you touch file I/O, process management, or terminal handling, consider Windows and macOS
-4. **Keep PRs focused**: One logical change per PR. Don't mix a bug fix with a refactor with a new feature.
-
-### PR description
-
-Include:
-- **What** changed and **why**
-- **How to test** it (reproduction steps for bugs, usage examples for features)
-- **What platforms** you tested on
-- Reference any related issues
-
-### Commit messages
-
-We use [Conventional Commits](https://www.conventionalcommits.org/):
-
-```
-<type>(<scope>): <description>
-```
-
-| Type | Use for |
-|------|---------|
-| `fix` | Bug fixes |
-| `feat` | New features |
-| `docs` | Documentation |
-| `test` | Tests |
-| `refactor` | Code restructuring (no behavior change) |
-| `chore` | Build, CI, dependency updates |
-
-Scopes: `cli`, `gateway`, `tools`, `skills`, `agent`, `install`, `whatsapp`, `security`, etc.
-
-Examples:
-```
-fix(cli): prevent crash in save_config_value when model is a string
-feat(gateway): add WhatsApp multi-user session isolation
-fix(security): prevent shell injection in sudo password piping
-test(tools): add unit tests for file_operations
-```
-
----
-
-## Reporting Issues
-
-- Use [GitHub Issues](https://github.com/NousResearch/hermes-agent/issues)
-- Include: OS, Python version, Hermes version (`hermes version`), full error traceback
-- Include steps to reproduce
-- Check existing issues before creating duplicates
-- For security vulnerabilities, please report privately
-
----
-
-## Community
-
-- **Discord**: [discord.gg/NousResearch](https://discord.gg/NousResearch) — for questions, showcasing projects, and sharing skills
-- **GitHub Discussions**: For design proposals and architecture discussions
-- **Skills Hub**: Upload specialized skills to a registry and share them with the community
-
----
-
-## License
-
-By contributing, you agree that your contributions will be licensed under the [MIT License](LICENSE).

Dockerfile

@@ -1,54 +0,0 @@
-FROM ghcr.io/astral-sh/uv:0.11.6-python3.13-trixie@sha256:b3c543b6c4f23a5f2df22866bd7857e5d304b67a564f4feab6ac22044dde719b AS uv_source
-FROM tianon/gosu:1.19-trixie@sha256:3b176695959c71e123eb390d427efc665eeb561b1540e82679c15e992006b8b9 AS gosu_source
-FROM debian:13.4
-
-# Disable Python stdout buffering to ensure logs are printed immediately
-ENV PYTHONUNBUFFERED=1
-
-# Store Playwright browsers outside the volume mount so the build-time
-# install survives the /opt/data volume overlay at runtime.
-ENV PLAYWRIGHT_BROWSERS_PATH=/opt/hermes/.playwright
-
-# Install system dependencies in one layer, clear APT cache
-RUN apt-get update && \
-    apt-get install -y --no-install-recommends \
-        build-essential nodejs npm python3 ripgrep ffmpeg gcc python3-dev libffi-dev procps git && \
-    rm -rf /var/lib/apt/lists/*
-
-# Non-root user for runtime; UID can be overridden via HERMES_UID at runtime
-RUN useradd -u 10000 -m -d /opt/data hermes
-
-COPY --chmod=0755 --from=gosu_source /gosu /usr/local/bin/
-COPY --chmod=0755 --from=uv_source /usr/local/bin/uv /usr/local/bin/uvx /usr/local/bin/
-
-WORKDIR /opt/hermes
-
-# ---------- Layer-cached dependency install ----------
-# Copy only package manifests first so npm install + Playwright are cached
-# unless the lockfiles themselves change.
-COPY package.json package-lock.json ./
-COPY web/package.json web/package-lock.json web/
-
-RUN npm install --prefer-offline --no-audit && \
-    npx playwright install --with-deps chromium --only-shell && \
-    (cd web && npm install --prefer-offline --no-audit) && \
-    npm cache clean --force
-
-# ---------- Source code ----------
-# .dockerignore excludes node_modules, so the installs above survive.
-COPY --chown=hermes:hermes . .
-
-# Build web dashboard (Vite outputs to hermes_cli/web_dist/)
-RUN cd web && npm run build
-
-# ---------- Python virtualenv ----------
-RUN chown hermes:hermes /opt/hermes
-USER hermes
-RUN uv venv && \
-    uv pip install --no-cache-dir -e ".[all]"
-
-# ---------- Runtime ----------
-ENV HERMES_WEB_DIST=/opt/hermes/hermes_cli/web_dist
-ENV HERMES_HOME=/opt/data
-VOLUME [ "/opt/data" ]
-ENTRYPOINT [ "/opt/hermes/docker/entrypoint.sh" ]

LICENSE

@@ -1,21 +0,0 @@
-MIT License
-
-Copyright (c) 2025 Nous Research
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.

MANIFEST.in

@@ -1,4 +0,0 @@
-graft skills
-graft optional-skills
-global-exclude __pycache__
-global-exclude *.py[cod]

README.md

@@ -1,185 +1,571 @@
-<p align="center">
-  <img src="assets/banner.png" alt="Hermes Agent" width="100%">
-</p>
+# Hermes Agent
 
-# Hermes Agent ☤
+An AI agent with advanced tool-calling capabilities, featuring a flexible toolsets system for organizing and managing tools.
 
-<p align="center">
-  <a href="https://hermes-agent.nousresearch.com/docs/"><img src="https://img.shields.io/badge/Docs-hermes--agent.nousresearch.com-FFD700?style=for-the-badge" alt="Documentation"></a>
-  <a href="https://discord.gg/NousResearch"><img src="https://img.shields.io/badge/Discord-5865F2?style=for-the-badge&logo=discord&logoColor=white" alt="Discord"></a>
-  <a href="https://github.com/NousResearch/hermes-agent/blob/main/LICENSE"><img src="https://img.shields.io/badge/License-MIT-green?style=for-the-badge" alt="License: MIT"></a>
-  <a href="https://nousresearch.com"><img src="https://img.shields.io/badge/Built%20by-Nous%20Research-blueviolet?style=for-the-badge" alt="Built by Nous Research"></a>
-</p>
+## Features
 
-**The self-improving AI agent built by [Nous Research](https://nousresearch.com).** It's the only agent with a built-in learning loop — it creates skills from experience, improves them during use, nudges itself to persist knowledge, searches its own past conversations, and builds a deepening model of who you are across sessions. Run it on a $5 VPS, a GPU cluster, or serverless infrastructure that costs nearly nothing when idle. It's not tied to your laptop — talk to it from Telegram while it works on a cloud VM.
+- **Interactive CLI**: Beautiful terminal interface with animated feedback, personalities, and session management
+- **Web Tools**: Search, extract content, and crawl websites
+- **Terminal Tools**: Execute commands via local, Docker, Singularity, Modal, or SSH backends
+- **Browser Tools**: Automate web browsers to navigate, click, type, and extract content
+- **Vision Tools**: Analyze images from URLs
+- **Reasoning Tools**: Advanced multi-model reasoning (Mixture of Agents)
+- **Creative Tools**: Generate images from text prompts
+- **Skills Tools**: On-demand knowledge documents with progressive disclosure
+- **Toolsets System**: Organize tools into logical groups for different scenarios
+- **Batch Processing**: Process datasets in parallel with checkpointing and statistics tracking
+- **Ephemeral System Prompts**: Guide model behavior without polluting training datasets
 
-Use any model you want — [Nous Portal](https://portal.nousresearch.com), [OpenRouter](https://openrouter.ai) (200+ models), [NVIDIA NIM](https://build.nvidia.com) (Nemotron), [Xiaomi MiMo](https://platform.xiaomimimo.com), [z.ai/GLM](https://z.ai), [Kimi/Moonshot](https://platform.moonshot.ai), [MiniMax](https://www.minimax.io), [Hugging Face](https://huggingface.co), OpenAI, or your own endpoint. Switch with `hermes model` — no code changes, no lock-in.
-
-<table>
-<tr><td><b>A real terminal interface</b></td><td>Full TUI with multiline editing, slash-command autocomplete, conversation history, interrupt-and-redirect, and streaming tool output.</td></tr>
-<tr><td><b>Lives where you do</b></td><td>Telegram, Discord, Slack, WhatsApp, Signal, and CLI — all from a single gateway process. Voice memo transcription, cross-platform conversation continuity.</td></tr>
-<tr><td><b>A closed learning loop</b></td><td>Agent-curated memory with periodic nudges. Autonomous skill creation after complex tasks. Skills self-improve during use. FTS5 session search with LLM summarization for cross-session recall. <a href="https://github.com/plastic-labs/honcho">Honcho</a> dialectic user modeling. Compatible with the <a href="https://agentskills.io">agentskills.io</a> open standard.</td></tr>
-<tr><td><b>Scheduled automations</b></td><td>Built-in cron scheduler with delivery to any platform. Daily reports, nightly backups, weekly audits — all in natural language, running unattended.</td></tr>
-<tr><td><b>Delegates and parallelizes</b></td><td>Spawn isolated subagents for parallel workstreams. Write Python scripts that call tools via RPC, collapsing multi-step pipelines into zero-context-cost turns.</td></tr>
-<tr><td><b>Runs anywhere, not just your laptop</b></td><td>Six terminal backends — local, Docker, SSH, Daytona, Singularity, and Modal. Daytona and Modal offer serverless persistence — your agent's environment hibernates when idle and wakes on demand, costing nearly nothing between sessions. Run it on a $5 VPS or a GPU cluster.</td></tr>
-<tr><td><b>Research-ready</b></td><td>Batch trajectory generation, Atropos RL environments, trajectory compression for training the next generation of tool-calling models.</td></tr>
-</table>
-
----
-
-## Quick Install
+## Quick Start (CLI)
 
 ```bash
-curl -fsSL https://raw.githubusercontent.com/NousResearch/hermes-agent/main/scripts/install.sh | bash
+# After setup (see below), just run:
+./hermes
+
+# Or with options:
+./hermes --model "anthropic/claude-sonnet-4" --toolsets "web,terminal"
 ```
 
-Works on Linux, macOS, WSL2, and Android via Termux. The installer handles the platform-specific setup for you.
+The CLI provides:
+- Animated spinners during thinking and tool execution
+- Kawaii-style feedback messages
+- `/commands` for configuration, history, and session management
+- Customizable personalities (`/personality kawaii`, `/personality pirate`, etc.)
+- Persistent configuration via `cli-config.yaml`
 
-> **Android / Termux:** The tested manual path is documented in the [Termux guide](https://hermes-agent.nousresearch.com/docs/getting-started/termux). On Termux, Hermes installs a curated `.[termux]` extra because the full `.[all]` extra currently pulls Android-incompatible voice dependencies.
->
-> **Windows:** Native Windows is not supported. Please install [WSL2](https://learn.microsoft.com/en-us/windows/wsl/install) and run the command above.
+## Setup
 
-After installation:
+### 1. Clone the Repository
+```bash
+# Clone with submodules (recommended)
+git clone --recurse-submodules https://github.com/NousResearch/Hermes-Agent.git
+cd Hermes-Agent
+
+# Or if already cloned without submodules:
+git submodule update --init --recursive
+```
+
+### 2. Install Dependencies
+```bash
+# Create and activate virtual environment (recommended)
+python3 -m venv venv
+source venv/bin/activate  # On Windows: venv\Scripts\activate
+
+# Install Python packages
+pip install -r requirements.txt
+
+# Install mini-swe-agent for terminal tools
+pip install -e ./mini-swe-agent
+
+# Install Node.js dependencies for browser tools (requires Node.js)
+npm install
+```
+
+### 3. Configure Environment Variables
+```bash
+# Copy the example environment file
+cp .env.example .env
+
+# Edit .env and add your API keys
+nano .env  # or use your preferred editor
+```
+
+**Required API Keys:**
+- `OPENROUTER_API_KEY` - LLM access via OpenRouter (get at: https://openrouter.ai/keys)
+- `FIRECRAWL_API_KEY` - Web tools (get at: https://firecrawl.dev/)
+- `NOUS_API_KEY` - Vision & reasoning tools (get at: https://inference-api.nousresearch.com/)
+- `FAL_KEY` - Image generation (get at: https://fal.ai/)
+
+**Optional API Keys (for specific features):**
+- `BROWSERBASE_API_KEY` - Browser automation (get at: https://browserbase.com/)
+- `BROWSERBASE_PROJECT_ID` - From Browserbase dashboard
+- `MORPH_API_KEY` - For legacy Hecate terminal backend (get at: https://morph.so/)
+
+### 4. Configure Terminal Backend
+
+The terminal tool uses **mini-swe-agent** environments. Configure in `.env` or `cli-config.yaml`:
 
 ```bash
-source ~/.bashrc    # reload shell (or: source ~/.zshrc)
-hermes              # start chatting!
+# Backend: "local", "docker", "singularity", "modal", or "ssh"
+TERMINAL_ENV=local          # Default: runs on host machine (no isolation)
+TERMINAL_ENV=ssh            # Remote execution via SSH (agent code stays local)
+TERMINAL_ENV=singularity    # Recommended for HPC: Apptainer/Singularity containers
+TERMINAL_ENV=docker         # Isolated Docker containers
+TERMINAL_ENV=modal          # Cloud execution via Modal
+
+# Container image (for docker/singularity/modal backends)
+TERMINAL_DOCKER_IMAGE=python:3.11-slim
+TERMINAL_SINGULARITY_IMAGE=docker://python:3.11-slim
+TERMINAL_TIMEOUT=60
+
+# SSH backend (for ssh)
+TERMINAL_SSH_HOST=my-server.example.com
+TERMINAL_SSH_USER=myuser
+TERMINAL_SSH_KEY=~/.ssh/id_rsa  # Optional, uses ssh-agent if not set
 ```
 
----
+**Backend Requirements:**
+- **local**: No extra setup (runs directly on your machine, no isolation)
+- **ssh**: SSH access to remote machine (great for sandboxing - agent can't touch its own code)
+- **singularity**: Requires Apptainer or Singularity installed (common on HPC clusters, no root needed)
+- **docker**: Requires Docker installed and user in `docker` group
+- **modal**: Requires Modal account (see setup below)
 
-## Getting Started
+### Singularity/Apptainer Setup (Recommended for HPC)
+
+Singularity/Apptainer provides rootless container execution, ideal for HPC clusters:
 
 ```bash
-hermes              # Interactive CLI — start a conversation
-hermes model        # Choose your LLM provider and model
-hermes tools        # Configure which tools are enabled
-hermes config set   # Set individual config values
-hermes gateway      # Start the messaging gateway (Telegram, Discord, etc.)
-hermes setup        # Run the full setup wizard (configures everything at once)
-hermes claw migrate # Migrate from OpenClaw (if coming from OpenClaw)
-hermes update       # Update to the latest version
-hermes doctor       # Diagnose any issues
+# 1. Verify Apptainer is installed
+apptainer --version  # or: singularity --version
+
+# 2. Set up cache directories (important for parallel workers)
+# Use /scratch if available (HPC), otherwise /tmp
+export APPTAINER_CACHEDIR=/scratch/$USER/.apptainer
+export APPTAINER_TMPDIR=/scratch/$USER/.apptainer/tmp
+mkdir -p "$APPTAINER_CACHEDIR" "$APPTAINER_TMPDIR"
+
+# 3. Pre-build SIF image (recommended for parallel batch processing)
+# This avoids race conditions when multiple workers start simultaneously
+apptainer build $APPTAINER_CACHEDIR/python-nodejs.sif docker://nikolaik/python-nodejs:python3.11-nodejs20
+
+# 4. Configure .env to use the local SIF
+TERMINAL_ENV=singularity
+TERMINAL_SINGULARITY_IMAGE=/scratch/$USER/.apptainer/python-nodejs.sif
 ```
 
-📖 **[Full documentation →](https://hermes-agent.nousresearch.com/docs/)**
+**Tip:** The batch scripts in `configs/` automatically handle SIF pre-building if `/scratch` is available.
 
-## CLI vs Messaging Quick Reference
+### Modal Cloud Backend Setup
 
-Hermes has two entry points: start the terminal UI with `hermes`, or run the gateway and talk to it from Telegram, Discord, Slack, WhatsApp, Signal, or Email. Once you're in a conversation, many slash commands are shared across both interfaces.
-
-| Action | CLI | Messaging platforms |
-|---------|-----|---------------------|
-| Start chatting | `hermes` | Run `hermes gateway setup` + `hermes gateway start`, then send the bot a message |
-| Start fresh conversation | `/new` or `/reset` | `/new` or `/reset` |
-| Change model | `/model [provider:model]` | `/model [provider:model]` |
-| Set a personality | `/personality [name]` | `/personality [name]` |
-| Retry or undo the last turn | `/retry`, `/undo` | `/retry`, `/undo` |
-| Compress context / check usage | `/compress`, `/usage`, `/insights [--days N]` | `/compress`, `/usage`, `/insights [days]` |
-| Browse skills | `/skills` or `/<skill-name>` | `/skills` or `/<skill-name>` |
-| Interrupt current work | `Ctrl+C` or send a new message | `/stop` or send a new message |
-| Platform-specific status | `/platforms` | `/status`, `/sethome` |
-
-For the full command lists, see the [CLI guide](https://hermes-agent.nousresearch.com/docs/user-guide/cli) and the [Messaging Gateway guide](https://hermes-agent.nousresearch.com/docs/user-guide/messaging).
-
----
-
-## Documentation
-
-All documentation lives at **[hermes-agent.nousresearch.com/docs](https://hermes-agent.nousresearch.com/docs/)**:
-
-| Section | What's Covered |
-|---------|---------------|
-| [Quickstart](https://hermes-agent.nousresearch.com/docs/getting-started/quickstart) | Install → setup → first conversation in 2 minutes |
-| [CLI Usage](https://hermes-agent.nousresearch.com/docs/user-guide/cli) | Commands, keybindings, personalities, sessions |
-| [Configuration](https://hermes-agent.nousresearch.com/docs/user-guide/configuration) | Config file, providers, models, all options |
-| [Messaging Gateway](https://hermes-agent.nousresearch.com/docs/user-guide/messaging) | Telegram, Discord, Slack, WhatsApp, Signal, Home Assistant |
-| [Security](https://hermes-agent.nousresearch.com/docs/user-guide/security) | Command approval, DM pairing, container isolation |
-| [Tools & Toolsets](https://hermes-agent.nousresearch.com/docs/user-guide/features/tools) | 40+ tools, toolset system, terminal backends |
-| [Skills System](https://hermes-agent.nousresearch.com/docs/user-guide/features/skills) | Procedural memory, Skills Hub, creating skills |
-| [Memory](https://hermes-agent.nousresearch.com/docs/user-guide/features/memory) | Persistent memory, user profiles, best practices |
-| [MCP Integration](https://hermes-agent.nousresearch.com/docs/user-guide/features/mcp) | Connect any MCP server for extended capabilities |
-| [Cron Scheduling](https://hermes-agent.nousresearch.com/docs/user-guide/features/cron) | Scheduled tasks with platform delivery |
-| [Context Files](https://hermes-agent.nousresearch.com/docs/user-guide/features/context-files) | Project context that shapes every conversation |
-| [Architecture](https://hermes-agent.nousresearch.com/docs/developer-guide/architecture) | Project structure, agent loop, key classes |
-| [Contributing](https://hermes-agent.nousresearch.com/docs/developer-guide/contributing) | Development setup, PR process, code style |
-| [CLI Reference](https://hermes-agent.nousresearch.com/docs/reference/cli-commands) | All commands and flags |
-| [Environment Variables](https://hermes-agent.nousresearch.com/docs/reference/environment-variables) | Complete env var reference |
-
----
-
-## Migrating from OpenClaw
-
-If you're coming from OpenClaw, Hermes can automatically import your settings, memories, skills, and API keys.
-
-**During first-time setup:** The setup wizard (`hermes setup`) automatically detects `~/.openclaw` and offers to migrate before configuration begins.
-
-**Anytime after install:**
+[Modal](https://modal.com) provides serverless cloud compute for running sandboxed environments at scale.
 
 ```bash
-hermes claw migrate              # Interactive migration (full preset)
-hermes claw migrate --dry-run    # Preview what would be migrated
-hermes claw migrate --preset user-data   # Migrate without secrets
-hermes claw migrate --overwrite  # Overwrite existing conflicts
+# 1. Install Modal and dependencies
+pip install modal boto3
+
+# 2. Authenticate with Modal (opens browser)
+modal setup
+
+# 3. Set terminal backend to modal in .env
+TERMINAL_ENV=modal
 ```
 
-What gets imported:
-- **SOUL.md** — persona file
-- **Memories** — MEMORY.md and USER.md entries
-- **Skills** — user-created skills → `~/.hermes/skills/openclaw-imports/`
-- **Command allowlist** — approval patterns
-- **Messaging settings** — platform configs, allowed users, working directory
-- **API keys** — allowlisted secrets (Telegram, OpenRouter, OpenAI, Anthropic, ElevenLabs)
-- **TTS assets** — workspace audio files
-- **Workspace instructions** — AGENTS.md (with `--workspace-target`)
+Modal uses CLI-based authentication (stored in `~/.modal/`), so no API key is needed in `.env`. After running `modal setup`, commands will automatically execute in Modal's cloud sandboxes.
 
-See `hermes claw migrate --help` for all options, or use the `openclaw-migration` skill for an interactive agent-guided migration with dry-run previews.
+### Browser Tools Setup
 
----
-
-## Contributing
-
-We welcome contributions! See the [Contributing Guide](https://hermes-agent.nousresearch.com/docs/developer-guide/contributing) for development setup, code style, and PR process.
-
-Quick start for contributors — clone and go with `setup-hermes.sh`:
+Browser tools enable the agent to navigate websites, fill forms, click buttons, and extract content. They use [agent-browser](https://github.com/vercel-labs/agent-browser) CLI with [Browserbase](https://browserbase.com) cloud execution.
 
 ```bash
-git clone https://github.com/NousResearch/hermes-agent.git
-cd hermes-agent
-./setup-hermes.sh     # installs uv, creates venv, installs .[all], symlinks ~/.local/bin/hermes
-./hermes              # auto-detects the venv, no need to `source` first
+# 1. Install Node.js (if not already installed)
+# Use nvm (recommended) or your package manager
+
+# 2. Install agent-browser CLI (choose one option):
+npm install -g agent-browser     # Option A: Global install (recommended)
+npm install                      # Option B: Local install (uses npx fallback)
+
+# 3. Get Browserbase credentials
+# Sign up at https://browserbase.com/ and get your:
+# - API Key (from Settings → API Keys)
+# - Project ID (from your project dashboard)
+
+# 4. Add to your .env file:
+BROWSERBASE_API_KEY=your_api_key_here
+BROWSERBASE_PROJECT_ID=your_project_id_here
 ```
 
-Manual path (equivalent to the above):
+**Available Browser Tools:**
+
+| Tool | Description |
+|------|-------------|
+| `browser_navigate` | Navigate to a URL |
+| `browser_snapshot` | Get text-based page snapshot with element refs |
+| `browser_click` | Click an element by ref (e.g., `@e5`) |
+| `browser_type` | Type text into an input field |
+| `browser_scroll` | Scroll up or down |
+| `browser_back` | Go back in browser history |
+| `browser_press` | Press a keyboard key (Enter, Tab, etc.) |
+| `browser_close` | Close the browser session |
+| `browser_get_images` | Get list of images on the page |
+
+**Example Usage:**
+```bash
+# Use browser tools with web search and vision
+python run_agent.py \
+  --query "Go to amazon.com and find the price of the latest Kindle" \
+  --enabled_toolsets=browser,web,vision
+
+# Use browser-focused distribution
+python batch_runner.py \
+  --dataset_file=browser_tasks.jsonl \
+  --distribution=browser_use \
+  --run_name=browser_run
+```
+
+See `.env.example` for all available configuration options including debug settings.
+
+### Skills Tools
+
+Skills are on-demand knowledge documents the agent can load when needed. They follow a **progressive disclosure** pattern to minimize token usage:
+
+```
+skills/
+├── mlops/                    # Category folder
+│   ├── axolotl/             # Skill folder
+│   │   ├── SKILL.md         # Main instructions (required)
+│   │   ├── references/      # Additional docs, API specs
+│   │   └── templates/       # Output formats, configs
+│   └── vllm/
+│       └── SKILL.md
+```
+
+**Available Skills Tools:**
+
+| Tool | Description |
+|------|-------------|
+| `skills_categories` | List available skill categories (~50 tokens) |
+| `skills_list` | List skills with name + description (~3k tokens for 40 skills) |
+| `skill_view` | Load full skill content, tags, and linked files |
+
+**Example Usage:**
+```bash
+# Use skills tools
+python run_agent.py \
+  --query "What skills do you have for fine-tuning? Show me the axolotl skill." \
+  --enabled_toolsets=skills
+```
+
+**Creating Skills:**
+
+Skills use YAML frontmatter for metadata:
+```yaml
+---
+name: my-skill
+description: Brief description shown in skills_list
+tags: [tag1, tag2]
+related_skills: [other-skill]
+version: 1.0.0
+---
+# Skill Content
+
+Instructions, examples, and guidelines here...
+```
+
+Skills can include:
+- `references/` - Additional documentation, API specs, examples
+- `templates/` - Output formats, config files, boilerplate code
+- `scripts/` - Executable helpers (Python, shell scripts)
+
+## Interactive CLI
+
+The CLI provides a rich interactive experience for working with the agent.
+
+### Running the CLI
 
 ```bash
-curl -LsSf https://astral.sh/uv/install.sh | sh
-uv venv venv --python 3.11
-source venv/bin/activate
-uv pip install -e ".[all,dev]"
-python -m pytest tests/ -q
+# Basic usage
+./hermes
+
+# With specific model
+./hermes --model "anthropic/claude-sonnet-4"
+
+# With specific toolsets
+./hermes --toolsets "web,terminal,skills"
 ```
 
-> **RL Training (optional):** To work on the RL/Tinker-Atropos integration:
-> ```bash
-> git submodule update --init tinker-atropos
-> uv pip install -e "./tinker-atropos"
-> ```
+### CLI Commands
 
----
+| Command | Description |
+|---------|-------------|
+| `/help` | Show available commands |
+| `/tools` | List available tools by toolset |
+| `/toolsets` | List available toolsets |
+| `/model [name]` | Show or change the current model |
+| `/prompt [text]` | View/set custom system prompt |
+| `/personality [name]` | Set a predefined personality |
+| `/clear` | Clear screen and reset conversation |
+| `/reset` | Reset conversation only |
+| `/history` | Show conversation history |
+| `/save` | Save current conversation to file |
+| `/config` | Show current configuration |
+| `/quit` | Exit the CLI |
 
-## Community
+### Configuration
 
-- 💬 [Discord](https://discord.gg/NousResearch)
-- 📚 [Skills Hub](https://agentskills.io)
-- 🐛 [Issues](https://github.com/NousResearch/hermes-agent/issues)
-- 💡 [Discussions](https://github.com/NousResearch/hermes-agent/discussions)
-- 🔌 [HermesClaw](https://github.com/AaronWong1999/hermesclaw) — Community WeChat bridge: Run Hermes Agent and OpenClaw on the same WeChat account.
+Copy `cli-config.yaml.example` to `cli-config.yaml` and customize:
 
----
+```yaml
+# Model settings
+model:
+  default: "anthropic/claude-sonnet-4"
 
-## License
+# Terminal backend (local, docker, singularity, modal, or ssh)
+terminal:
+  env_type: "local"
+  cwd: "."  # Use current directory
 
-MIT — see [LICENSE](LICENSE).
+# Or use SSH for remote execution (keeps agent code isolated)
+# terminal:
+#   env_type: "ssh"
+#   ssh_host: "my-server.example.com"
+#   ssh_user: "myuser"
+#   ssh_key: "~/.ssh/id_rsa"
+#   cwd: "/home/myuser/project"
 
-Built by [Nous Research](https://nousresearch.com).
+# Enable specific toolsets
+toolsets:
+  - all  # or: web, terminal, browser, vision, etc.
+
+# Custom personalities (use with /personality command)
+agent:
+  personalities:
+    helpful: "You are a helpful assistant."
+    kawaii: "You are a kawaii assistant! Use cute expressions..."
+```
+
+### Personalities
+
+Built-in personalities available via `/personality`:
+- `helpful`, `concise`, `technical`, `creative`, `teacher`
+- `kawaii`, `catgirl`, `pirate`, `shakespeare`, `surfer`
+- `noir`, `uwu`, `philosopher`, `hype`
+
+## Toolsets System
+
+The agent uses a toolsets system for organizing and managing tools. All tools must be part of a toolset to be accessible - individual tool selection is not supported. This ensures consistent and logical grouping of capabilities.
+
+### Key Concepts
+
+- **Toolsets**: Logical groups of tools for specific use cases (e.g., "research", "development", "debugging")
+- **Composition**: Toolsets can include other toolsets for powerful combinations
+- **Custom Toolsets**: Create your own toolsets at runtime or by editing `toolsets.py`
+- **Toolset-Only Access**: Tools are only accessible through toolsets, not individually
+
+### Available Toolsets
+
+See `toolsets.py` for the complete list of predefined toolsets including:
+- Basic toolsets (web, terminal, vision, creative, reasoning)
+- Composite toolsets (research, development, analysis, etc.)
+- Scenario-specific toolsets (debugging, documentation, API testing, etc.)
+- Special toolsets (safe mode without terminal, minimal, offline)
+
+### Using Toolsets
+
+```bash
+# Use a predefined toolset
+python run_agent.py --enabled_toolsets=research --query "Find latest AI papers"
+
+# Combine multiple toolsets
+python run_agent.py --enabled_toolsets=web,vision --query "Analyze this website"
+
+# Enable all toolsets explicitly (same as omitting the flag)
+python run_agent.py --enabled_toolsets=all --query "Do web research and run commands if helpful"
+
+# Safe mode (no terminal access)
+python run_agent.py --enabled_toolsets=safe --query "Help without running commands"
+
+# List all available toolsets and tools
+python run_agent.py --list_tools
+```
+
+See `toolsets.py` for the complete list of available toolsets and how to create custom ones.
+
+## Basic Usage
+
+### Default (all tools enabled)
+```bash
+# Uses OpenRouter by default - just set OPENROUTER_API_KEY in .env
+python run_agent.py \
+  --query "search up the latest docs on jit in python 3.13 and write me basic example that's not in their docs. profile its perf" \
+  --max_turns 20 \
+  --model anthropic/claude-sonnet-4-20250514
+```
+
+### With specific toolset
+```bash
+python run_agent.py \
+  --query "Debug this Python error" \
+  --enabled_toolsets=debugging \
+  --model anthropic/claude-sonnet-4-20250514
+```
+
+### Python API
+```python
+from run_agent import AIAgent
+
+# Uses OpenRouter by default (reads OPENROUTER_API_KEY from .env)
+agent = AIAgent(
+    model="anthropic/claude-sonnet-4-20250514",
+    enabled_toolsets=["research"]
+)
+response = agent.chat("Find information about quantum computing")
+
+# Create custom toolset at runtime
+from toolsets import create_custom_toolset
+
+create_custom_toolset(
+    name="my_tools",
+    description="My custom toolkit",
+    tools=["web_search"],
+    includes=["terminal", "vision"]
+)
+
+agent = AIAgent(enabled_toolsets=["my_tools"])
+```
+
+## Batch Processing
+
+Process multiple prompts from a dataset in parallel with automatic checkpointing and statistics tracking:
+
+```bash
+# Basic batch processing
+python batch_runner.py \
+  --dataset_file=prompts.jsonl \
+  --batch_size=20 \
+  --run_name=my_run
+
+# With specific distribution
+python batch_runner.py \
+  --dataset_file=prompts.jsonl \
+  --batch_size=20 \
+  --run_name=image_run \
+  --distribution=image_gen \
+  --num_workers=4
+```
+
+**Key Features:**
+- Parallel processing with configurable workers
+- Toolset distributions for varied data generation
+- Automatic checkpointing and resume capability
+- Combined output in `data/<run_name>/trajectories.jsonl`
+- Tool usage statistics and success rates
+
+Use `--list_distributions` to see available toolset distributions for varied data generation.
+
+### Trajectory Compression
+
+Post-process trajectories to fit within token budgets for training:
+
+```bash
+# Compress a directory of JSONL files
+python trajectory_compressor.py --input=data/my_run
+
+# Compress a single JSONL file
+python trajectory_compressor.py --input=data/trajectories.jsonl
+
+# Compress a 15% sample (useful for creating smaller training sets)
+python trajectory_compressor.py --input=data/trajectories.jsonl --sample_percent=15
+
+# Custom output and token target
+python trajectory_compressor.py \
+  --input=data/trajectories.jsonl \
+  --output=data/compressed.jsonl \
+  --target_max_tokens=16000
+```
+
+**Features:**
+- Protects first turns (system, human, first GPT response, first tool call)
+- Protects last N turns (configurable)
+- Summarizes middle turns using LLM to fit target token budget
+- Supports both directory and single file input
+- Optional random sampling with `--sample_percent`
+- Configurable via `configs/trajectory_compression.yaml`
+
+### Ephemeral System Prompts
+
+The ephemeral system prompt feature allows you to guide the model's behavior during batch processing **without** saving that prompt to the training dataset trajectories. This is useful for:
+
+- Guiding model behavior during data collection
+- Adding task-specific instructions 
+- Keeping saved trajectories clean and focused on tool-calling format
+
+**Example:**
+```bash
+python batch_runner.py \
+  --dataset_file=prompts.jsonl \
+  --batch_size=10 \
+  --run_name=my_run \
+  --ephemeral_system_prompt="You are a helpful assistant focused on image generation."
+```
+
+The ephemeral prompt will influence the model's behavior during execution, but **only the standard tool-calling system prompt** will be saved in the trajectory files.
+
+The ephemeral prompt influences model behavior during execution, but **only the standard tool-calling system prompt** is saved in trajectory files.
+
+## Command Line Arguments
+
+**Single Agent (`run_agent.py`):**
+- `--query`: The question or task for the agent
+- `--model`: Model to use (default: claude-opus-4-20250514)
+- `--api_key`: API key for authentication
+- `--base_url`: API endpoint URL
+- `--max_turns`: Maximum number of tool-calling iterations
+- `--enabled_toolsets`: Comma-separated list of toolsets to enable. Use `all` (or `*`) to enable everything. If omitted, all toolsets are enabled by default.
+- `--disabled_toolsets`: Comma-separated list of toolsets to disable
+- `--list_tools`: List all available toolsets and tools
+- `--save_trajectories`: Save conversation trajectories to JSONL files
+
+**Batch Processing (`batch_runner.py`):**
+- `--dataset_file`: Path to JSONL file with prompts
+- `--batch_size`: Number of prompts per batch
+- `--run_name`: Name for this run (for output/checkpointing)
+- `--distribution`: Toolset distribution to use (default: "default")
+- `--num_workers`: Number of parallel workers (default: 4)
+- `--resume`: Resume from checkpoint if interrupted
+- `--ephemeral_system_prompt`: System prompt used during execution but NOT saved to trajectories
+- `--list_distributions`: List available toolset distributions
+
+## Environment Variables
+
+All environment variables can be configured in the `.env` file (copy from `.env.example`).
+
+**LLM Provider (OpenRouter):**
+- `OPENROUTER_API_KEY`: Primary LLM access via OpenRouter (supports Claude, GPT-4, Gemini, etc.)
+- `LLM_MODEL`: Default model (e.g., `anthropic/claude-sonnet-4`, `openai/gpt-4o`)
+
+**Tool API Keys:**
+- `FIRECRAWL_API_KEY`: Web tools (search, extract, crawl)
+- `NOUS_API_KEY`: Vision and reasoning tools
+- `FAL_KEY`: Image generation tools
+
+**Terminal Tool Configuration (mini-swe-agent backend):**
+- `TERMINAL_ENV`: Backend type - `local`, `docker`, `singularity`, or `modal` (default: `local`)
+- `TERMINAL_DOCKER_IMAGE`: Docker image for docker backend (default: `python:3.11-slim`)
+- `TERMINAL_SINGULARITY_IMAGE`: Singularity/Apptainer image (can be `docker://...` URL or local `.sif` path)
+- `TERMINAL_TIMEOUT`: Command timeout in seconds (default: `60`)
+- `TERMINAL_LIFETIME_SECONDS`: Cleanup inactive environments after this time (default: `300`)
+- `TERMINAL_CWD`: Working directory inside containers (default: `/tmp`)
+- `TERMINAL_SCRATCH_DIR`: Custom scratch directory for sandbox storage (optional, auto-detects `/scratch`)
+
+**Browser Tool Configuration (agent-browser + Browserbase):**
+- `BROWSERBASE_API_KEY`: Browserbase API key for cloud browser execution
+- `BROWSERBASE_PROJECT_ID`: Browserbase project ID
+- `BROWSER_SESSION_TIMEOUT`: Session timeout in seconds (default: `300`)
+
+**Legacy Hecate Terminal Backend (optional):**
+- `MORPH_API_KEY`: For Hecate/MorphCloud terminal backend
+- `HECATE_VM_LIFETIME_SECONDS`: VM lifetime (default: 300)
+- `HECATE_DEFAULT_SNAPSHOT_ID`: Default snapshot (default: snapshot_p5294qxt)
+
+**Debug Options:**
+- `WEB_TOOLS_DEBUG`, `VISION_TOOLS_DEBUG`, `MOA_TOOLS_DEBUG`, `IMAGE_TOOLS_DEBUG`: Enable debug logging
+
+## Key Files
+
+| File | Purpose |
+|------|---------|
+| `hermes` | CLI launcher script (run with `./hermes`) |
+| `cli.py` | Interactive CLI implementation |
+| `cli-config.yaml` | CLI configuration (copy from `.example`) |
+| `run_agent.py` | Main agent runner - single query execution |
+| `batch_runner.py` | Parallel batch processing with checkpointing |
+| `model_tools.py` | Core tool definitions and handlers |
+| `toolsets.py` | Toolset definitions and composition |
+| `toolset_distributions.py` | Probability distributions for data generation |
+| `trajectory_compressor.py` | Post-process trajectories for training |
+| `tools/` | Individual tool implementations |
+| `tools/skills_tool.py` | Skills system with progressive disclosure |
+| `skills/` | On-demand knowledge documents |
+| `docs/` | Documentation |
+| `configs/` | Example batch run scripts |

RELEASE_v0.10.0.md

@@ -1,27 +0,0 @@
-# Hermes Agent v0.10.0 (v2026.4.16)
-
-**Release Date:** April 16, 2026
-
-> The Tool Gateway release — paid Nous Portal subscribers can now use web search, image generation, text-to-speech, and browser automation through their existing subscription with zero additional API keys.
-
----
-
-## ✨ Highlights
-
-- **Nous Tool Gateway** — Paid [Nous Portal](https://portal.nousresearch.com) subscribers now get automatic access to **web search** (Firecrawl), **image generation** (FAL / FLUX 2 Pro), **text-to-speech** (OpenAI TTS), and **browser automation** (Browser Use) through their existing subscription. No separate API keys needed — just run `hermes model`, select Nous Portal, and pick which tools to enable. Per-tool opt-in via `use_gateway` config, full integration with `hermes tools` and `hermes status`, and the runtime correctly prefers the gateway even when direct API keys exist. Replaces the old hidden `HERMES_ENABLE_NOUS_MANAGED_TOOLS` env var with clean subscription-based detection. ([#11206](https://github.com/NousResearch/hermes-agent/pull/11206), based on work by @jquesnelle; docs: [#11208](https://github.com/NousResearch/hermes-agent/pull/11208))
-
----
-
-## 🐛 Bug Fixes & Improvements
-
-This release includes 180+ commits with numerous bug fixes, platform improvements, and reliability enhancements across the agent core, gateway, CLI, and tool system. Full details will be published in the v0.11.0 changelog.
-
----
-
-## 👥 Contributors
-
-- **@jquesnelle** (emozilla) — Original Tool Gateway implementation ([#10799](https://github.com/NousResearch/hermes-agent/pull/10799)), salvaged and shipped in this release
-
----
-
-**Full Changelog**: [v2026.4.13...v2026.4.16](https://github.com/NousResearch/hermes-agent/compare/v2026.4.13...v2026.4.16)

RELEASE_v0.2.0.md

@@ -1,383 +0,0 @@
-# Hermes Agent v0.2.0 (v2026.3.12)
-
-**Release Date:** March 12, 2026
-
-> First tagged release since v0.1.0 (the initial pre-public foundation). In just over two weeks, Hermes Agent went from a small internal project to a full-featured AI agent platform — thanks to an explosion of community contributions. This release covers **216 merged pull requests** from **63 contributors**, resolving **119 issues**.
-
----
-
-## ✨ Highlights
-
-- **Multi-Platform Messaging Gateway** — Telegram, Discord, Slack, WhatsApp, Signal, Email (IMAP/SMTP), and Home Assistant platforms with unified session management, media attachments, and per-platform tool configuration.
-
-- **MCP (Model Context Protocol) Client** — Native MCP support with stdio and HTTP transports, reconnection, resource/prompt discovery, and sampling (server-initiated LLM requests). ([#291](https://github.com/NousResearch/hermes-agent/pull/291) — @0xbyt4, [#301](https://github.com/NousResearch/hermes-agent/pull/301), [#753](https://github.com/NousResearch/hermes-agent/pull/753))
-
-- **Skills Ecosystem** — 70+ bundled and optional skills across 15+ categories with a Skills Hub for community discovery, per-platform enable/disable, conditional activation based on tool availability, and prerequisite validation. ([#743](https://github.com/NousResearch/hermes-agent/pull/743) — @teyrebaz33, [#785](https://github.com/NousResearch/hermes-agent/pull/785) — @teyrebaz33)
-
-- **Centralized Provider Router** — Unified `call_llm()`/`async_call_llm()` API replaces scattered provider logic across vision, summarization, compression, and trajectory saving. All auxiliary consumers route through a single code path with automatic credential resolution. ([#1003](https://github.com/NousResearch/hermes-agent/pull/1003))
-
-- **ACP Server** — VS Code, Zed, and JetBrains editor integration via the Agent Communication Protocol standard. ([#949](https://github.com/NousResearch/hermes-agent/pull/949))
-
-- **CLI Skin/Theme Engine** — Data-driven visual customization: banners, spinners, colors, branding. 7 built-in skins + custom YAML skins.
-
-- **Git Worktree Isolation** — `hermes -w` launches isolated agent sessions in git worktrees for safe parallel work on the same repo. ([#654](https://github.com/NousResearch/hermes-agent/pull/654))
-
-- **Filesystem Checkpoints & Rollback** — Automatic snapshots before destructive operations with `/rollback` to restore. ([#824](https://github.com/NousResearch/hermes-agent/pull/824))
-
-- **3,289 Tests** — From near-zero test coverage to a comprehensive test suite covering agent, gateway, tools, cron, and CLI.
-
----
-
-## 🏗️ Core Agent & Architecture
-
-### Provider & Model Support
-- Centralized provider router with `resolve_provider_client()` + `call_llm()` API ([#1003](https://github.com/NousResearch/hermes-agent/pull/1003))
-- Nous Portal as first-class provider in setup ([#644](https://github.com/NousResearch/hermes-agent/issues/644))
-- OpenAI Codex (Responses API) with ChatGPT subscription support ([#43](https://github.com/NousResearch/hermes-agent/pull/43)) — @grp06
-- Codex OAuth vision support + multimodal content adapter
-- Validate `/model` against live API instead of hardcoded lists
-- Self-hosted Firecrawl support ([#460](https://github.com/NousResearch/hermes-agent/pull/460)) — @caentzminger
-- Kimi Code API support ([#635](https://github.com/NousResearch/hermes-agent/pull/635)) — @christomitov
-- MiniMax model ID update ([#473](https://github.com/NousResearch/hermes-agent/pull/473)) — @tars90percent
-- OpenRouter provider routing configuration (provider_preferences)
-- Nous credential refresh on 401 errors ([#571](https://github.com/NousResearch/hermes-agent/pull/571), [#269](https://github.com/NousResearch/hermes-agent/pull/269)) — @rewbs
-- z.ai/GLM, Kimi/Moonshot, MiniMax, Azure OpenAI as first-class providers
-- Unified `/model` and `/provider` into single view
-
-### Agent Loop & Conversation
-- Simple fallback model for provider resilience ([#740](https://github.com/NousResearch/hermes-agent/pull/740))
-- Shared iteration budget across parent + subagent delegation
-- Iteration budget pressure via tool result injection
-- Configurable subagent provider/model with full credential resolution
-- Handle 413 payload-too-large via compression instead of aborting ([#153](https://github.com/NousResearch/hermes-agent/pull/153)) — @tekelala
-- Retry with rebuilt payload after compression ([#616](https://github.com/NousResearch/hermes-agent/pull/616)) — @tripledoublev
-- Auto-compress pathologically large gateway sessions ([#628](https://github.com/NousResearch/hermes-agent/issues/628))
-- Tool call repair middleware — auto-lowercase and invalid tool handler
-- Reasoning effort configuration and `/reasoning` command ([#921](https://github.com/NousResearch/hermes-agent/pull/921))
-- Detect and block file re-read/search loops after context compression ([#705](https://github.com/NousResearch/hermes-agent/pull/705)) — @0xbyt4
-
-### Session & Memory
-- Session naming with unique titles, auto-lineage, rich listing, and resume by name ([#720](https://github.com/NousResearch/hermes-agent/pull/720))
-- Interactive session browser with search filtering ([#733](https://github.com/NousResearch/hermes-agent/pull/733))
-- Display previous messages when resuming a session ([#734](https://github.com/NousResearch/hermes-agent/pull/734))
-- Honcho AI-native cross-session user modeling ([#38](https://github.com/NousResearch/hermes-agent/pull/38)) — @erosika
-- Proactive async memory flush on session expiry
-- Smart context length probing with persistent caching + banner display
-- `/resume` command for switching to named sessions in gateway
-- Session reset policy for messaging platforms
-
----
-
-## 📱 Messaging Platforms (Gateway)
-
-### Telegram
-- Native file attachments: send_document + send_video
-- Document file processing for PDF, text, and Office files — @tekelala
-- Forum topic session isolation ([#766](https://github.com/NousResearch/hermes-agent/pull/766)) — @spanishflu-est1918
-- Browser screenshot sharing via MEDIA: protocol ([#657](https://github.com/NousResearch/hermes-agent/pull/657))
-- Location support for find-nearby skill
-- TTS voice message accumulation fix ([#176](https://github.com/NousResearch/hermes-agent/pull/176)) — @Bartok9
-- Improved error handling and logging ([#763](https://github.com/NousResearch/hermes-agent/pull/763)) — @aydnOktay
-- Italic regex newline fix + 43 format tests ([#204](https://github.com/NousResearch/hermes-agent/pull/204)) — @0xbyt4
-
-### Discord
-- Channel topic included in session context ([#248](https://github.com/NousResearch/hermes-agent/pull/248)) — @Bartok9
-- DISCORD_ALLOW_BOTS config for bot message filtering ([#758](https://github.com/NousResearch/hermes-agent/pull/758))
-- Document and video support ([#784](https://github.com/NousResearch/hermes-agent/pull/784))
-- Improved error handling and logging ([#761](https://github.com/NousResearch/hermes-agent/pull/761)) — @aydnOktay
-
-### Slack
-- App_mention 404 fix + document/video support ([#784](https://github.com/NousResearch/hermes-agent/pull/784))
-- Structured logging replacing print statements — @aydnOktay
-
-### WhatsApp
-- Native media sending — images, videos, documents ([#292](https://github.com/NousResearch/hermes-agent/pull/292)) — @satelerd
-- Multi-user session isolation ([#75](https://github.com/NousResearch/hermes-agent/pull/75)) — @satelerd
-- Cross-platform port cleanup replacing Linux-only fuser ([#433](https://github.com/NousResearch/hermes-agent/pull/433)) — @Farukest
-- DM interrupt key mismatch fix ([#350](https://github.com/NousResearch/hermes-agent/pull/350)) — @Farukest
-
-### Signal
-- Full Signal messenger gateway via signal-cli-rest-api ([#405](https://github.com/NousResearch/hermes-agent/issues/405))
-- Media URL support in message events ([#871](https://github.com/NousResearch/hermes-agent/pull/871))
-
-### Email (IMAP/SMTP)
-- New email gateway platform — @0xbyt4
-
-### Home Assistant
-- REST tools + WebSocket gateway integration ([#184](https://github.com/NousResearch/hermes-agent/pull/184)) — @0xbyt4
-- Service discovery and enhanced setup
-- Toolset mapping fix ([#538](https://github.com/NousResearch/hermes-agent/pull/538)) — @Himess
-
-### Gateway Core
-- Expose subagent tool calls and thinking to users ([#186](https://github.com/NousResearch/hermes-agent/pull/186)) — @cutepawss
-- Configurable background process watcher notifications ([#840](https://github.com/NousResearch/hermes-agent/pull/840))
-- `edit_message()` for Telegram/Discord/Slack with fallback
-- `/compress`, `/usage`, `/update` slash commands
-- Eliminated 3x SQLite message duplication in gateway sessions ([#873](https://github.com/NousResearch/hermes-agent/pull/873))
-- Stabilize system prompt across gateway turns for cache hits ([#754](https://github.com/NousResearch/hermes-agent/pull/754))
-- MCP server shutdown on gateway exit ([#796](https://github.com/NousResearch/hermes-agent/pull/796)) — @0xbyt4
-- Pass session_db to AIAgent, fixing session_search error ([#108](https://github.com/NousResearch/hermes-agent/pull/108)) — @Bartok9
-- Persist transcript changes in /retry, /undo; fix /reset attribute ([#217](https://github.com/NousResearch/hermes-agent/pull/217)) — @Farukest
-- UTF-8 encoding fix preventing Windows crashes ([#369](https://github.com/NousResearch/hermes-agent/pull/369)) — @ch3ronsa
-
----
-
-## 🖥️ CLI & User Experience
-
-### Interactive CLI
-- Data-driven skin/theme engine — 7 built-in skins (default, ares, mono, slate, poseidon, sisyphus, charizard) + custom YAML skins
-- `/personality` command with custom personality + disable support ([#773](https://github.com/NousResearch/hermes-agent/pull/773)) — @teyrebaz33
-- User-defined quick commands that bypass the agent loop ([#746](https://github.com/NousResearch/hermes-agent/pull/746)) — @teyrebaz33
-- `/reasoning` command for effort level and display toggle ([#921](https://github.com/NousResearch/hermes-agent/pull/921))
-- `/verbose` slash command to toggle debug at runtime ([#94](https://github.com/NousResearch/hermes-agent/pull/94)) — @cesareth
-- `/insights` command — usage analytics, cost estimation & activity patterns ([#552](https://github.com/NousResearch/hermes-agent/pull/552))
-- `/background` command for managing background processes
-- `/help` formatting with command categories
-- Bell-on-complete — terminal bell when agent finishes ([#738](https://github.com/NousResearch/hermes-agent/pull/738))
-- Up/down arrow history navigation
-- Clipboard image paste (Alt+V / Ctrl+V)
-- Loading indicators for slow slash commands ([#882](https://github.com/NousResearch/hermes-agent/pull/882))
-- Spinner flickering fix under patch_stdout ([#91](https://github.com/NousResearch/hermes-agent/pull/91)) — @0xbyt4
-- `--quiet/-Q` flag for programmatic single-query mode
-- `--fuck-it-ship-it` flag to bypass all approval prompts ([#724](https://github.com/NousResearch/hermes-agent/pull/724)) — @dmahan93
-- Tools summary flag ([#767](https://github.com/NousResearch/hermes-agent/pull/767)) — @luisv-1
-- Terminal blinking fix on SSH ([#284](https://github.com/NousResearch/hermes-agent/pull/284)) — @ygd58
-- Multi-line paste detection fix ([#84](https://github.com/NousResearch/hermes-agent/pull/84)) — @0xbyt4
-
-### Setup & Configuration
-- Modular setup wizard with section subcommands and tool-first UX
-- Container resource configuration prompts
-- Backend validation for required binaries
-- Config migration system (currently v7)
-- API keys properly routed to .env instead of config.yaml ([#469](https://github.com/NousResearch/hermes-agent/pull/469)) — @ygd58
-- Atomic write for .env to prevent API key loss on crash ([#954](https://github.com/NousResearch/hermes-agent/pull/954))
-- `hermes tools` — per-platform tool enable/disable with curses UI
-- `hermes doctor` for health checks across all configured providers
-- `hermes update` with auto-restart for gateway service
-- Show update-available notice in CLI banner
-- Multiple named custom providers
-- Shell config detection improvement for PATH setup ([#317](https://github.com/NousResearch/hermes-agent/pull/317)) — @mehmetkr-31
-- Consistent HERMES_HOME and .env path resolution ([#51](https://github.com/NousResearch/hermes-agent/pull/51), [#48](https://github.com/NousResearch/hermes-agent/pull/48)) — @deankerr
-- Docker backend fix on macOS + subagent auth for Nous Portal ([#46](https://github.com/NousResearch/hermes-agent/pull/46)) — @rsavitt
-
----
-
-## 🔧 Tool System
-
-### MCP (Model Context Protocol)
-- Native MCP client with stdio + HTTP transports ([#291](https://github.com/NousResearch/hermes-agent/pull/291) — @0xbyt4, [#301](https://github.com/NousResearch/hermes-agent/pull/301))
-- Sampling support — server-initiated LLM requests ([#753](https://github.com/NousResearch/hermes-agent/pull/753))
-- Resource and prompt discovery
-- Automatic reconnection and security hardening
-- Banner integration, `/reload-mcp` command
-- `hermes tools` UI integration
-
-### Browser
-- Local browser backend — zero-cost headless Chromium (no Browserbase needed)
-- Console/errors tool, annotated screenshots, auto-recording, dogfood QA skill ([#745](https://github.com/NousResearch/hermes-agent/pull/745))
-- Screenshot sharing via MEDIA: on all messaging platforms ([#657](https://github.com/NousResearch/hermes-agent/pull/657))
-
-### Terminal & Execution
-- `execute_code` sandbox with json_parse, shell_quote, retry helpers
-- Docker: custom volume mounts ([#158](https://github.com/NousResearch/hermes-agent/pull/158)) — @Indelwin
-- Daytona cloud sandbox backend ([#451](https://github.com/NousResearch/hermes-agent/pull/451)) — @rovle
-- SSH backend fix ([#59](https://github.com/NousResearch/hermes-agent/pull/59)) — @deankerr
-- Shell noise filtering and login shell execution for environment consistency
-- Head+tail truncation for execute_code stdout overflow
-- Configurable background process notification modes
-
-### File Operations
-- Filesystem checkpoints and `/rollback` command ([#824](https://github.com/NousResearch/hermes-agent/pull/824))
-- Structured tool result hints (next-action guidance) for patch and search_files ([#722](https://github.com/NousResearch/hermes-agent/issues/722))
-- Docker volumes passed to sandbox container config ([#687](https://github.com/NousResearch/hermes-agent/pull/687)) — @manuelschipper
-
----
-
-## 🧩 Skills Ecosystem
-
-### Skills System
-- Per-platform skill enable/disable ([#743](https://github.com/NousResearch/hermes-agent/pull/743)) — @teyrebaz33
-- Conditional skill activation based on tool availability ([#785](https://github.com/NousResearch/hermes-agent/pull/785)) — @teyrebaz33
-- Skill prerequisites — hide skills with unmet dependencies ([#659](https://github.com/NousResearch/hermes-agent/pull/659)) — @kshitijk4poor
-- Optional skills — shipped but not activated by default
-- `hermes skills browse` — paginated hub browsing
-- Skills sub-category organization
-- Platform-conditional skill loading
-- Atomic skill file writes ([#551](https://github.com/NousResearch/hermes-agent/pull/551)) — @aydnOktay
-- Skills sync data loss prevention ([#563](https://github.com/NousResearch/hermes-agent/pull/563)) — @0xbyt4
-- Dynamic skill slash commands for CLI and gateway
-
-### New Skills (selected)
-- **ASCII Art** — pyfiglet (571 fonts), cowsay, image-to-ascii ([#209](https://github.com/NousResearch/hermes-agent/pull/209)) — @0xbyt4
-- **ASCII Video** — Full production pipeline ([#854](https://github.com/NousResearch/hermes-agent/pull/854)) — @SHL0MS
-- **DuckDuckGo Search** — Firecrawl fallback ([#267](https://github.com/NousResearch/hermes-agent/pull/267)) — @gamedevCloudy; DDGS API expansion ([#598](https://github.com/NousResearch/hermes-agent/pull/598)) — @areu01or00
-- **Solana Blockchain** — Wallet balances, USD pricing, token names ([#212](https://github.com/NousResearch/hermes-agent/pull/212)) — @gizdusum
-- **AgentMail** — Agent-owned email inboxes ([#330](https://github.com/NousResearch/hermes-agent/pull/330)) — @teyrebaz33
-- **Polymarket** — Prediction market data (read-only) ([#629](https://github.com/NousResearch/hermes-agent/pull/629))
-- **OpenClaw Migration** — Official migration tool ([#570](https://github.com/NousResearch/hermes-agent/pull/570)) — @unmodeled-tyler
-- **Domain Intelligence** — Passive recon: subdomains, SSL, WHOIS, DNS ([#136](https://github.com/NousResearch/hermes-agent/pull/136)) — @FurkanL0
-- **Superpowers** — Software development skills ([#137](https://github.com/NousResearch/hermes-agent/pull/137)) — @kaos35
-- **Hermes-Atropos** — RL environment development skill ([#815](https://github.com/NousResearch/hermes-agent/pull/815))
-- Plus: arXiv search, OCR/documents, Excalidraw diagrams, YouTube transcripts, GIF search, Pokémon player, Minecraft modpack server, OpenHue (Philips Hue), Google Workspace, Notion, PowerPoint, Obsidian, find-nearby, and 40+ MLOps skills
-
----
-
-## 🔒 Security & Reliability
-
-### Security Hardening
-- Path traversal fix in skill_view — prevented reading arbitrary files ([#220](https://github.com/NousResearch/hermes-agent/issues/220)) — @Farukest
-- Shell injection prevention in sudo password piping ([#65](https://github.com/NousResearch/hermes-agent/pull/65)) — @leonsgithub
-- Dangerous command detection: multiline bypass fix ([#233](https://github.com/NousResearch/hermes-agent/pull/233)) — @Farukest; tee/process substitution patterns ([#280](https://github.com/NousResearch/hermes-agent/pull/280)) — @dogiladeveloper
-- Symlink boundary check fix in skills_guard ([#386](https://github.com/NousResearch/hermes-agent/pull/386)) — @Farukest
-- Symlink bypass fix in write deny list on macOS ([#61](https://github.com/NousResearch/hermes-agent/pull/61)) — @0xbyt4
-- Multi-word prompt injection bypass prevention ([#192](https://github.com/NousResearch/hermes-agent/pull/192)) — @0xbyt4
-- Cron prompt injection scanner bypass fix ([#63](https://github.com/NousResearch/hermes-agent/pull/63)) — @0xbyt4
-- Enforce 0600/0700 file permissions on sensitive files ([#757](https://github.com/NousResearch/hermes-agent/pull/757))
-- .env file permissions restricted to owner-only ([#529](https://github.com/NousResearch/hermes-agent/pull/529)) — @Himess
-- `--force` flag properly blocked from overriding dangerous verdicts ([#388](https://github.com/NousResearch/hermes-agent/pull/388)) — @Farukest
-- FTS5 query sanitization + DB connection leak fix ([#565](https://github.com/NousResearch/hermes-agent/pull/565)) — @0xbyt4
-- Expand secret redaction patterns + config toggle to disable
-- In-memory permanent allowlist to prevent data leak ([#600](https://github.com/NousResearch/hermes-agent/pull/600)) — @alireza78a
-
-### Atomic Writes (data loss prevention)
-- sessions.json ([#611](https://github.com/NousResearch/hermes-agent/pull/611)) — @alireza78a
-- Cron jobs ([#146](https://github.com/NousResearch/hermes-agent/pull/146)) — @alireza78a
-- .env config ([#954](https://github.com/NousResearch/hermes-agent/pull/954))
-- Process checkpoints ([#298](https://github.com/NousResearch/hermes-agent/pull/298)) — @aydnOktay
-- Batch runner ([#297](https://github.com/NousResearch/hermes-agent/pull/297)) — @aydnOktay
-- Skill files ([#551](https://github.com/NousResearch/hermes-agent/pull/551)) — @aydnOktay
-
-### Reliability
-- Guard all print() against OSError for systemd/headless environments ([#963](https://github.com/NousResearch/hermes-agent/pull/963))
-- Reset all retry counters at start of run_conversation ([#607](https://github.com/NousResearch/hermes-agent/pull/607)) — @0xbyt4
-- Return deny on approval callback timeout instead of None ([#603](https://github.com/NousResearch/hermes-agent/pull/603)) — @0xbyt4
-- Fix None message content crashes across codebase ([#277](https://github.com/NousResearch/hermes-agent/pull/277))
-- Fix context overrun crash with local LLM backends ([#403](https://github.com/NousResearch/hermes-agent/pull/403)) — @ch3ronsa
-- Prevent `_flush_sentinel` from leaking to external APIs ([#227](https://github.com/NousResearch/hermes-agent/pull/227)) — @Farukest
-- Prevent conversation_history mutation in callers ([#229](https://github.com/NousResearch/hermes-agent/pull/229)) — @Farukest
-- Fix systemd restart loop ([#614](https://github.com/NousResearch/hermes-agent/pull/614)) — @voidborne-d
-- Close file handles and sockets to prevent fd leaks ([#568](https://github.com/NousResearch/hermes-agent/pull/568) — @alireza78a, [#296](https://github.com/NousResearch/hermes-agent/pull/296) — @alireza78a, [#709](https://github.com/NousResearch/hermes-agent/pull/709) — @memosr)
-- Prevent data loss in clipboard PNG conversion ([#602](https://github.com/NousResearch/hermes-agent/pull/602)) — @0xbyt4
-- Eliminate shell noise from terminal output ([#293](https://github.com/NousResearch/hermes-agent/pull/293)) — @0xbyt4
-- Timezone-aware now() for prompt, cron, and execute_code ([#309](https://github.com/NousResearch/hermes-agent/pull/309)) — @areu01or00
-
-### Windows Compatibility
-- Guard POSIX-only process functions ([#219](https://github.com/NousResearch/hermes-agent/pull/219)) — @Farukest
-- Windows native support via Git Bash + ZIP-based update fallback
-- pywinpty for PTY support ([#457](https://github.com/NousResearch/hermes-agent/pull/457)) — @shitcoinsherpa
-- Explicit UTF-8 encoding on all config/data file I/O ([#458](https://github.com/NousResearch/hermes-agent/pull/458)) — @shitcoinsherpa
-- Windows-compatible path handling ([#354](https://github.com/NousResearch/hermes-agent/pull/354), [#390](https://github.com/NousResearch/hermes-agent/pull/390)) — @Farukest
-- Regex-based search output parsing for drive-letter paths ([#533](https://github.com/NousResearch/hermes-agent/pull/533)) — @Himess
-- Auth store file lock for Windows ([#455](https://github.com/NousResearch/hermes-agent/pull/455)) — @shitcoinsherpa
-
----
-
-## 🐛 Notable Bug Fixes
-
-- Fix DeepSeek V3 tool call parser silently dropping multi-line JSON arguments ([#444](https://github.com/NousResearch/hermes-agent/pull/444)) — @PercyDikec
-- Fix gateway transcript losing 1 message per turn due to offset mismatch ([#395](https://github.com/NousResearch/hermes-agent/pull/395)) — @PercyDikec
-- Fix /retry command silently discarding the agent's final response ([#441](https://github.com/NousResearch/hermes-agent/pull/441)) — @PercyDikec
-- Fix max-iterations retry returning empty string after think-block stripping ([#438](https://github.com/NousResearch/hermes-agent/pull/438)) — @PercyDikec
-- Fix max-iterations retry using hardcoded max_tokens ([#436](https://github.com/NousResearch/hermes-agent/pull/436)) — @Farukest
-- Fix Codex status dict key mismatch ([#448](https://github.com/NousResearch/hermes-agent/pull/448)) and visibility filter ([#446](https://github.com/NousResearch/hermes-agent/pull/446)) — @PercyDikec
-- Strip \<think\> blocks from final user-facing responses ([#174](https://github.com/NousResearch/hermes-agent/pull/174)) — @Bartok9
-- Fix \<think\> block regex stripping visible content when model discusses tags literally ([#786](https://github.com/NousResearch/hermes-agent/issues/786))
-- Fix Mistral 422 errors from leftover finish_reason in assistant messages ([#253](https://github.com/NousResearch/hermes-agent/pull/253)) — @Sertug17
-- Fix OPENROUTER_API_KEY resolution order across all code paths ([#295](https://github.com/NousResearch/hermes-agent/pull/295)) — @0xbyt4
-- Fix OPENAI_BASE_URL API key priority ([#420](https://github.com/NousResearch/hermes-agent/pull/420)) — @manuelschipper
-- Fix Anthropic "prompt is too long" 400 error not detected as context length error ([#813](https://github.com/NousResearch/hermes-agent/issues/813))
-- Fix SQLite session transcript accumulating duplicate messages — 3-4x token inflation ([#860](https://github.com/NousResearch/hermes-agent/issues/860))
-- Fix setup wizard skipping API key prompts on first install ([#748](https://github.com/NousResearch/hermes-agent/pull/748))
-- Fix setup wizard showing OpenRouter model list for Nous Portal ([#575](https://github.com/NousResearch/hermes-agent/pull/575)) — @PercyDikec
-- Fix provider selection not persisting when switching via hermes model ([#881](https://github.com/NousResearch/hermes-agent/pull/881))
-- Fix Docker backend failing when docker not in PATH on macOS ([#889](https://github.com/NousResearch/hermes-agent/pull/889))
-- Fix ClawHub Skills Hub adapter for API endpoint changes ([#286](https://github.com/NousResearch/hermes-agent/pull/286)) — @BP602
-- Fix Honcho auto-enable when API key is present ([#243](https://github.com/NousResearch/hermes-agent/pull/243)) — @Bartok9
-- Fix duplicate 'skills' subparser crash on Python 3.11+ ([#898](https://github.com/NousResearch/hermes-agent/issues/898))
-- Fix memory tool entry parsing when content contains section sign ([#162](https://github.com/NousResearch/hermes-agent/pull/162)) — @aydnOktay
-- Fix piped install silently aborting when interactive prompts fail ([#72](https://github.com/NousResearch/hermes-agent/pull/72)) — @cutepawss
-- Fix false positives in recursive delete detection ([#68](https://github.com/NousResearch/hermes-agent/pull/68)) — @cutepawss
-- Fix Ruff lint warnings across codebase ([#608](https://github.com/NousResearch/hermes-agent/pull/608)) — @JackTheGit
-- Fix Anthropic native base URL fail-fast ([#173](https://github.com/NousResearch/hermes-agent/pull/173)) — @adavyas
-- Fix install.sh creating ~/.hermes before moving Node.js directory ([#53](https://github.com/NousResearch/hermes-agent/pull/53)) — @JoshuaMart
-- Fix SystemExit traceback during atexit cleanup on Ctrl+C ([#55](https://github.com/NousResearch/hermes-agent/pull/55)) — @bierlingm
-- Restore missing MIT license file ([#620](https://github.com/NousResearch/hermes-agent/pull/620)) — @stablegenius49
-
----
-
-## 🧪 Testing
-
-- **3,289 tests** across agent, gateway, tools, cron, and CLI
-- Parallelized test suite with pytest-xdist ([#802](https://github.com/NousResearch/hermes-agent/pull/802)) — @OutThisLife
-- Unit tests batch 1: 8 core modules ([#60](https://github.com/NousResearch/hermes-agent/pull/60)) — @0xbyt4
-- Unit tests batch 2: 8 more modules ([#62](https://github.com/NousResearch/hermes-agent/pull/62)) — @0xbyt4
-- Unit tests batch 3: 8 untested modules ([#191](https://github.com/NousResearch/hermes-agent/pull/191)) — @0xbyt4
-- Unit tests batch 4: 5 security/logic-critical modules ([#193](https://github.com/NousResearch/hermes-agent/pull/193)) — @0xbyt4
-- AIAgent (run_agent.py) unit tests ([#67](https://github.com/NousResearch/hermes-agent/pull/67)) — @0xbyt4
-- Trajectory compressor tests ([#203](https://github.com/NousResearch/hermes-agent/pull/203)) — @0xbyt4
-- Clarify tool tests ([#121](https://github.com/NousResearch/hermes-agent/pull/121)) — @Bartok9
-- Telegram format tests — 43 tests for italic/bold/code rendering ([#204](https://github.com/NousResearch/hermes-agent/pull/204)) — @0xbyt4
-- Vision tools type hints + 42 tests ([#792](https://github.com/NousResearch/hermes-agent/pull/792))
-- Compressor tool-call boundary regression tests ([#648](https://github.com/NousResearch/hermes-agent/pull/648)) — @intertwine
-- Test structure reorganization ([#34](https://github.com/NousResearch/hermes-agent/pull/34)) — @0xbyt4
-- Shell noise elimination + fix 36 test failures ([#293](https://github.com/NousResearch/hermes-agent/pull/293)) — @0xbyt4
-
----
-
-## 🔬 RL & Evaluation Environments
-
-- WebResearchEnv — Multi-step web research RL environment ([#434](https://github.com/NousResearch/hermes-agent/pull/434)) — @jackx707
-- Modal sandbox concurrency limits to avoid deadlocks ([#621](https://github.com/NousResearch/hermes-agent/pull/621)) — @voteblake
-- Hermes-atropos-environments bundled skill ([#815](https://github.com/NousResearch/hermes-agent/pull/815))
-- Local vLLM instance support for evaluation — @dmahan93
-- YC-Bench long-horizon agent benchmark environment
-- OpenThoughts-TBLite evaluation environment and scripts
-
----
-
-## 📚 Documentation
-
-- Full documentation website (Docusaurus) with 37+ pages
-- Comprehensive platform setup guides for Telegram, Discord, Slack, WhatsApp, Signal, Email
-- AGENTS.md — development guide for AI coding assistants
-- CONTRIBUTING.md ([#117](https://github.com/NousResearch/hermes-agent/pull/117)) — @Bartok9
-- Slash commands reference ([#142](https://github.com/NousResearch/hermes-agent/pull/142)) — @Bartok9
-- Comprehensive AGENTS.md accuracy audit ([#732](https://github.com/NousResearch/hermes-agent/pull/732))
-- Skin/theme system documentation
-- MCP documentation and examples
-- Docs accuracy audit — 35+ corrections
-- Documentation typo fixes ([#825](https://github.com/NousResearch/hermes-agent/pull/825), [#439](https://github.com/NousResearch/hermes-agent/pull/439)) — @JackTheGit
-- CLI config precedence and terminology standardization ([#166](https://github.com/NousResearch/hermes-agent/pull/166), [#167](https://github.com/NousResearch/hermes-agent/pull/167), [#168](https://github.com/NousResearch/hermes-agent/pull/168)) — @Jr-kenny
-- Telegram token regex documentation ([#713](https://github.com/NousResearch/hermes-agent/pull/713)) — @VolodymyrBg
-
----
-
-## 👥 Contributors
-
-Thank you to the 63 contributors who made this release possible! In just over two weeks, the Hermes Agent community came together to ship an extraordinary amount of work.
-
-### Core
-- **@teknium1** — 43 PRs: Project lead, core architecture, provider router, sessions, skills, CLI, documentation
-
-### Top Community Contributors
-- **@0xbyt4** — 40 PRs: MCP client, Home Assistant, security fixes (symlink, prompt injection, cron), extensive test coverage (6 batches), ascii-art skill, shell noise elimination, skills sync, Telegram formatting, and dozens more
-- **@Farukest** — 16 PRs: Security hardening (path traversal, dangerous command detection, symlink boundary), Windows compatibility (POSIX guards, path handling), WhatsApp fixes, max-iterations retry, gateway fixes
-- **@aydnOktay** — 11 PRs: Atomic writes (process checkpoints, batch runner, skill files), error handling improvements across Telegram, Discord, code execution, transcription, TTS, and skills
-- **@Bartok9** — 9 PRs: CONTRIBUTING.md, slash commands reference, Discord channel topics, think-block stripping, TTS fix, Honcho fix, session count fix, clarify tests
-- **@PercyDikec** — 7 PRs: DeepSeek V3 parser fix, /retry response discard, gateway transcript offset, Codex status/visibility, max-iterations retry, setup wizard fix
-- **@teyrebaz33** — 5 PRs: Skills enable/disable system, quick commands, personality customization, conditional skill activation
-- **@alireza78a** — 5 PRs: Atomic writes (cron, sessions), fd leak prevention, security allowlist, code execution socket cleanup
-- **@shitcoinsherpa** — 3 PRs: Windows support (pywinpty, UTF-8 encoding, auth store lock)
-- **@Himess** — 3 PRs: Cron/HomeAssistant/Daytona fix, Windows drive-letter parsing, .env permissions
-- **@satelerd** — 2 PRs: WhatsApp native media, multi-user session isolation
-- **@rovle** — 1 PR: Daytona cloud sandbox backend (4 commits)
-- **@erosika** — 1 PR: Honcho AI-native memory integration
-- **@dmahan93** — 1 PR: --fuck-it-ship-it flag + RL environment work
-- **@SHL0MS** — 1 PR: ASCII video skill
-
-### All Contributors
-@0xbyt4, @BP602, @Bartok9, @Farukest, @FurkanL0, @Himess, @Indelwin, @JackTheGit, @JoshuaMart, @Jr-kenny, @OutThisLife, @PercyDikec, @SHL0MS, @Sertug17, @VencentSoliman, @VolodymyrBg, @adavyas, @alireza78a, @areu01or00, @aydnOktay, @batuhankocyigit, @bierlingm, @caentzminger, @cesareth, @ch3ronsa, @christomitov, @cutepawss, @deankerr, @dmahan93, @dogiladeveloper, @dragonkhoi, @erosika, @gamedevCloudy, @gizdusum, @grp06, @intertwine, @jackx707, @jdblackstar, @johnh4098, @kaos35, @kshitijk4poor, @leonsgithub, @luisv-1, @manuelschipper, @mehmetkr-31, @memosr, @PeterFile, @rewbs, @rovle, @rsavitt, @satelerd, @spanishflu-est1918, @stablegenius49, @tars90percent, @tekelala, @teknium1, @teyrebaz33, @tripledoublev, @unmodeled-tyler, @voidborne-d, @voteblake, @ygd58
-
----
-
-**Full Changelog**: [v0.1.0...v2026.3.12](https://github.com/NousResearch/hermes-agent/compare/v0.1.0...v2026.3.12)

RELEASE_v0.3.0.md

@@ -1,377 +0,0 @@
-# Hermes Agent v0.3.0 (v2026.3.17)
-
-**Release Date:** March 17, 2026
-
-> The streaming, plugins, and provider release — unified real-time token delivery, first-class plugin architecture, rebuilt provider system with Vercel AI Gateway, native Anthropic provider, smart approvals, live Chrome CDP browser connect, ACP IDE integration, Honcho memory, voice mode, persistent shell, and 50+ bug fixes across every platform.
-
----
-
-## ✨ Highlights
-
-- **Unified Streaming Infrastructure** — Real-time token-by-token delivery in CLI and all gateway platforms. Responses stream as they're generated instead of arriving as a block. ([#1538](https://github.com/NousResearch/hermes-agent/pull/1538))
-
-- **First-Class Plugin Architecture** — Drop Python files into `~/.hermes/plugins/` to extend Hermes with custom tools, commands, and hooks. No forking required. ([#1544](https://github.com/NousResearch/hermes-agent/pull/1544), [#1555](https://github.com/NousResearch/hermes-agent/pull/1555))
-
-- **Native Anthropic Provider** — Direct Anthropic API calls with Claude Code credential auto-discovery, OAuth PKCE flows, and native prompt caching. No OpenRouter middleman needed. ([#1097](https://github.com/NousResearch/hermes-agent/pull/1097))
-
-- **Smart Approvals + /stop Command** — Codex-inspired approval system that learns which commands are safe and remembers your preferences. `/stop` kills the current agent run immediately. ([#1543](https://github.com/NousResearch/hermes-agent/pull/1543))
-
-- **Honcho Memory Integration** — Async memory writes, configurable recall modes, session title integration, and multi-user isolation in gateway mode. By @erosika. ([#736](https://github.com/NousResearch/hermes-agent/pull/736))
-
-- **Voice Mode** — Push-to-talk in CLI, voice notes in Telegram/Discord, Discord voice channel support, and local Whisper transcription via faster-whisper. ([#1299](https://github.com/NousResearch/hermes-agent/pull/1299), [#1185](https://github.com/NousResearch/hermes-agent/pull/1185), [#1429](https://github.com/NousResearch/hermes-agent/pull/1429))
-
-- **Concurrent Tool Execution** — Multiple independent tool calls now run in parallel via ThreadPoolExecutor, significantly reducing latency for multi-tool turns. ([#1152](https://github.com/NousResearch/hermes-agent/pull/1152))
-
-- **PII Redaction** — When `privacy.redact_pii` is enabled, personally identifiable information is automatically scrubbed before sending context to LLM providers. ([#1542](https://github.com/NousResearch/hermes-agent/pull/1542))
-
-- **`/browser connect` via CDP** — Attach browser tools to a live Chrome instance through Chrome DevTools Protocol. Debug, inspect, and interact with pages you already have open. ([#1549](https://github.com/NousResearch/hermes-agent/pull/1549))
-
-- **Vercel AI Gateway Provider** — Route Hermes through Vercel's AI Gateway for access to their model catalog and infrastructure. ([#1628](https://github.com/NousResearch/hermes-agent/pull/1628))
-
-- **Centralized Provider Router** — Rebuilt provider system with `call_llm` API, unified `/model` command, auto-detect provider on model switch, and direct endpoint overrides for auxiliary/delegation clients. ([#1003](https://github.com/NousResearch/hermes-agent/pull/1003), [#1506](https://github.com/NousResearch/hermes-agent/pull/1506), [#1375](https://github.com/NousResearch/hermes-agent/pull/1375))
-
-- **ACP Server (IDE Integration)** — VS Code, Zed, and JetBrains can now connect to Hermes as an agent backend, with full slash command support. ([#1254](https://github.com/NousResearch/hermes-agent/pull/1254), [#1532](https://github.com/NousResearch/hermes-agent/pull/1532))
-
-- **Persistent Shell Mode** — Local and SSH terminal backends can maintain shell state across tool calls — cd, env vars, and aliases persist. By @alt-glitch. ([#1067](https://github.com/NousResearch/hermes-agent/pull/1067), [#1483](https://github.com/NousResearch/hermes-agent/pull/1483))
-
-- **Agentic On-Policy Distillation (OPD)** — New RL training environment for distilling agent policies, expanding the Atropos training ecosystem. ([#1149](https://github.com/NousResearch/hermes-agent/pull/1149))
-
----
-
-## 🏗️ Core Agent & Architecture
-
-### Provider & Model Support
-- **Centralized provider router** with `call_llm` API and unified `/model` command — switch models and providers seamlessly ([#1003](https://github.com/NousResearch/hermes-agent/pull/1003))
-- **Vercel AI Gateway** provider support ([#1628](https://github.com/NousResearch/hermes-agent/pull/1628))
-- **Auto-detect provider** when switching models via `/model` ([#1506](https://github.com/NousResearch/hermes-agent/pull/1506))
-- **Direct endpoint overrides** for auxiliary and delegation clients — point vision/subagent calls at specific endpoints ([#1375](https://github.com/NousResearch/hermes-agent/pull/1375))
-- **Native Anthropic auxiliary vision** — use Claude's native vision API instead of routing through OpenAI-compatible endpoints ([#1377](https://github.com/NousResearch/hermes-agent/pull/1377))
-- Anthropic OAuth flow improvements — auto-run `claude setup-token`, reauthentication, PKCE state persistence, identity fingerprinting ([#1132](https://github.com/NousResearch/hermes-agent/pull/1132), [#1360](https://github.com/NousResearch/hermes-agent/pull/1360), [#1396](https://github.com/NousResearch/hermes-agent/pull/1396), [#1597](https://github.com/NousResearch/hermes-agent/pull/1597))
-- Fix adaptive thinking without `budget_tokens` for Claude 4.6 models — by @ASRagab ([#1128](https://github.com/NousResearch/hermes-agent/pull/1128))
-- Fix Anthropic cache markers through adapter — by @brandtcormorant ([#1216](https://github.com/NousResearch/hermes-agent/pull/1216))
-- Retry Anthropic 429/529 errors and surface details to users — by @0xbyt4 ([#1585](https://github.com/NousResearch/hermes-agent/pull/1585))
-- Fix Anthropic adapter max_tokens, fallback crash, proxy base_url — by @0xbyt4 ([#1121](https://github.com/NousResearch/hermes-agent/pull/1121))
-- Fix DeepSeek V3 parser dropping multiple parallel tool calls — by @mr-emmett-one ([#1365](https://github.com/NousResearch/hermes-agent/pull/1365), [#1300](https://github.com/NousResearch/hermes-agent/pull/1300))
-- Accept unlisted models with warning instead of rejecting ([#1047](https://github.com/NousResearch/hermes-agent/pull/1047), [#1102](https://github.com/NousResearch/hermes-agent/pull/1102))
-- Skip reasoning params for unsupported OpenRouter models ([#1485](https://github.com/NousResearch/hermes-agent/pull/1485))
-- MiniMax Anthropic API compatibility fix ([#1623](https://github.com/NousResearch/hermes-agent/pull/1623))
-- Custom endpoint `/models` verification and `/v1` base URL suggestion ([#1480](https://github.com/NousResearch/hermes-agent/pull/1480))
-- Resolve delegation providers from `custom_providers` config ([#1328](https://github.com/NousResearch/hermes-agent/pull/1328))
-- Kimi model additions and User-Agent fix ([#1039](https://github.com/NousResearch/hermes-agent/pull/1039))
-- Strip `call_id`/`response_item_id` for Mistral compatibility ([#1058](https://github.com/NousResearch/hermes-agent/pull/1058))
-
-### Agent Loop & Conversation
-- **Anthropic Context Editing API** support ([#1147](https://github.com/NousResearch/hermes-agent/pull/1147))
-- Improved context compaction handoff summaries — compressor now preserves more actionable state ([#1273](https://github.com/NousResearch/hermes-agent/pull/1273))
-- Sync session_id after mid-run context compression ([#1160](https://github.com/NousResearch/hermes-agent/pull/1160))
-- Session hygiene threshold tuned to 50% for more proactive compression ([#1096](https://github.com/NousResearch/hermes-agent/pull/1096), [#1161](https://github.com/NousResearch/hermes-agent/pull/1161))
-- Include session ID in system prompt via `--pass-session-id` flag ([#1040](https://github.com/NousResearch/hermes-agent/pull/1040))
-- Prevent closed OpenAI client reuse across retries ([#1391](https://github.com/NousResearch/hermes-agent/pull/1391))
-- Sanitize chat payloads and provider precedence ([#1253](https://github.com/NousResearch/hermes-agent/pull/1253))
-- Handle dict tool call arguments from Codex and local backends ([#1393](https://github.com/NousResearch/hermes-agent/pull/1393), [#1440](https://github.com/NousResearch/hermes-agent/pull/1440))
-
-### Memory & Sessions
-- **Improve memory prioritization** — user preferences and corrections weighted above procedural knowledge ([#1548](https://github.com/NousResearch/hermes-agent/pull/1548))
-- Tighter memory and session recall guidance in system prompts ([#1329](https://github.com/NousResearch/hermes-agent/pull/1329))
-- Persist CLI token counts to session DB for `/insights` ([#1498](https://github.com/NousResearch/hermes-agent/pull/1498))
-- Keep Honcho recall out of the cached system prefix ([#1201](https://github.com/NousResearch/hermes-agent/pull/1201))
-- Correct `seed_ai_identity` to use `session.add_messages()` ([#1475](https://github.com/NousResearch/hermes-agent/pull/1475))
-- Isolate Honcho session routing for multi-user gateway ([#1500](https://github.com/NousResearch/hermes-agent/pull/1500))
-
----
-
-## 📱 Messaging Platforms (Gateway)
-
-### Gateway Core
-- **System gateway service mode** — run as a system-level systemd service, not just user-level ([#1371](https://github.com/NousResearch/hermes-agent/pull/1371))
-- **Gateway install scope prompts** — choose user vs system scope during setup ([#1374](https://github.com/NousResearch/hermes-agent/pull/1374))
-- **Reasoning hot reload** — change reasoning settings without restarting the gateway ([#1275](https://github.com/NousResearch/hermes-agent/pull/1275))
-- Default group sessions to per-user isolation — no more shared state across users in group chats ([#1495](https://github.com/NousResearch/hermes-agent/pull/1495), [#1417](https://github.com/NousResearch/hermes-agent/pull/1417))
-- Harden gateway restart recovery ([#1310](https://github.com/NousResearch/hermes-agent/pull/1310))
-- Cancel active runs during shutdown ([#1427](https://github.com/NousResearch/hermes-agent/pull/1427))
-- SSL certificate auto-detection for NixOS and non-standard systems ([#1494](https://github.com/NousResearch/hermes-agent/pull/1494))
-- Auto-detect D-Bus session bus for `systemctl --user` on headless servers ([#1601](https://github.com/NousResearch/hermes-agent/pull/1601))
-- Auto-enable systemd linger during gateway install on headless servers ([#1334](https://github.com/NousResearch/hermes-agent/pull/1334))
-- Fall back to module entrypoint when `hermes` is not on PATH ([#1355](https://github.com/NousResearch/hermes-agent/pull/1355))
-- Fix dual gateways on macOS launchd after `hermes update` ([#1567](https://github.com/NousResearch/hermes-agent/pull/1567))
-- Remove recursive ExecStop from systemd units ([#1530](https://github.com/NousResearch/hermes-agent/pull/1530))
-- Prevent logging handler accumulation in gateway mode ([#1251](https://github.com/NousResearch/hermes-agent/pull/1251))
-- Restart on retryable startup failures — by @jplew ([#1517](https://github.com/NousResearch/hermes-agent/pull/1517))
-- Backfill model on gateway sessions after agent runs ([#1306](https://github.com/NousResearch/hermes-agent/pull/1306))
-- PID-based gateway kill and deferred config write ([#1499](https://github.com/NousResearch/hermes-agent/pull/1499))
-
-### Telegram
-- Buffer media groups to prevent self-interruption from photo bursts ([#1341](https://github.com/NousResearch/hermes-agent/pull/1341), [#1422](https://github.com/NousResearch/hermes-agent/pull/1422))
-- Retry on transient TLS failures during connect and send ([#1535](https://github.com/NousResearch/hermes-agent/pull/1535))
-- Harden polling conflict handling ([#1339](https://github.com/NousResearch/hermes-agent/pull/1339))
-- Escape chunk indicators and inline code in MarkdownV2 ([#1478](https://github.com/NousResearch/hermes-agent/pull/1478), [#1626](https://github.com/NousResearch/hermes-agent/pull/1626))
-- Check updater/app state before disconnect ([#1389](https://github.com/NousResearch/hermes-agent/pull/1389))
-
-### Discord
-- `/thread` command with `auto_thread` config and media metadata fixes ([#1178](https://github.com/NousResearch/hermes-agent/pull/1178))
-- Auto-thread on @mention, skip mention text in bot threads ([#1438](https://github.com/NousResearch/hermes-agent/pull/1438))
-- Retry without reply reference for system messages ([#1385](https://github.com/NousResearch/hermes-agent/pull/1385))
-- Preserve native document and video attachment support ([#1392](https://github.com/NousResearch/hermes-agent/pull/1392))
-- Defer discord adapter annotations to avoid optional import crashes ([#1314](https://github.com/NousResearch/hermes-agent/pull/1314))
-
-### Slack
-- Thread handling overhaul — progress messages, responses, and session isolation all respect threads ([#1103](https://github.com/NousResearch/hermes-agent/pull/1103))
-- Formatting, reactions, user resolution, and command improvements ([#1106](https://github.com/NousResearch/hermes-agent/pull/1106))
-- Fix MAX_MESSAGE_LENGTH 3900 → 39000 ([#1117](https://github.com/NousResearch/hermes-agent/pull/1117))
-- File upload fallback preserves thread context — by @0xbyt4 ([#1122](https://github.com/NousResearch/hermes-agent/pull/1122))
-- Improve setup guidance ([#1387](https://github.com/NousResearch/hermes-agent/pull/1387))
-
-### Email
-- Fix IMAP UID tracking and SMTP TLS verification ([#1305](https://github.com/NousResearch/hermes-agent/pull/1305))
-- Add `skip_attachments` option via config.yaml ([#1536](https://github.com/NousResearch/hermes-agent/pull/1536))
-
-### Home Assistant
-- Event filtering closed by default ([#1169](https://github.com/NousResearch/hermes-agent/pull/1169))
-
----
-
-## 🖥️ CLI & User Experience
-
-### Interactive CLI
-- **Persistent CLI status bar** — always-visible model, provider, and token counts ([#1522](https://github.com/NousResearch/hermes-agent/pull/1522))
-- **File path autocomplete** in the input prompt ([#1545](https://github.com/NousResearch/hermes-agent/pull/1545))
-- **`/plan` command** — generate implementation plans from specs ([#1372](https://github.com/NousResearch/hermes-agent/pull/1372), [#1381](https://github.com/NousResearch/hermes-agent/pull/1381))
-- **Major `/rollback` improvements** — richer checkpoint history, clearer UX ([#1505](https://github.com/NousResearch/hermes-agent/pull/1505))
-- **Preload CLI skills on launch** — skills are ready before the first prompt ([#1359](https://github.com/NousResearch/hermes-agent/pull/1359))
-- **Centralized slash command registry** — all commands defined once, consumed everywhere ([#1603](https://github.com/NousResearch/hermes-agent/pull/1603))
-- `/bg` alias for `/background` ([#1590](https://github.com/NousResearch/hermes-agent/pull/1590))
-- Prefix matching for slash commands — `/mod` resolves to `/model` ([#1320](https://github.com/NousResearch/hermes-agent/pull/1320))
-- `/new`, `/reset`, `/clear` now start genuinely fresh sessions ([#1237](https://github.com/NousResearch/hermes-agent/pull/1237))
-- Accept session ID prefixes for session actions ([#1425](https://github.com/NousResearch/hermes-agent/pull/1425))
-- TUI prompt and accent output now respect active skin ([#1282](https://github.com/NousResearch/hermes-agent/pull/1282))
-- Centralize tool emoji metadata in registry + skin integration ([#1484](https://github.com/NousResearch/hermes-agent/pull/1484))
-- "View full command" option added to dangerous command approval — by @teknium1 based on design by community ([#887](https://github.com/NousResearch/hermes-agent/pull/887))
-- Non-blocking startup update check and banner deduplication ([#1386](https://github.com/NousResearch/hermes-agent/pull/1386))
-- `/reasoning` command output ordering and inline think extraction fixes ([#1031](https://github.com/NousResearch/hermes-agent/pull/1031))
-- Verbose mode shows full untruncated output ([#1472](https://github.com/NousResearch/hermes-agent/pull/1472))
-- Fix `/status` to report live state and tokens ([#1476](https://github.com/NousResearch/hermes-agent/pull/1476))
-- Seed a default global SOUL.md ([#1311](https://github.com/NousResearch/hermes-agent/pull/1311))
-
-### Setup & Configuration
-- **OpenClaw migration** during first-time setup — by @kshitijk4poor ([#981](https://github.com/NousResearch/hermes-agent/pull/981))
-- `hermes claw migrate` command + migration docs ([#1059](https://github.com/NousResearch/hermes-agent/pull/1059))
-- Smart vision setup that respects the user's chosen provider ([#1323](https://github.com/NousResearch/hermes-agent/pull/1323))
-- Handle headless setup flows end-to-end ([#1274](https://github.com/NousResearch/hermes-agent/pull/1274))
-- Prefer curses over `simple_term_menu` in setup.py ([#1487](https://github.com/NousResearch/hermes-agent/pull/1487))
-- Show effective model and provider in `/status` ([#1284](https://github.com/NousResearch/hermes-agent/pull/1284))
-- Config set examples use placeholder syntax ([#1322](https://github.com/NousResearch/hermes-agent/pull/1322))
-- Reload .env over stale shell overrides ([#1434](https://github.com/NousResearch/hermes-agent/pull/1434))
-- Fix is_coding_plan NameError crash — by @0xbyt4 ([#1123](https://github.com/NousResearch/hermes-agent/pull/1123))
-- Add missing packages to setuptools config — by @alt-glitch ([#912](https://github.com/NousResearch/hermes-agent/pull/912))
-- Installer: clarify why sudo is needed at every prompt ([#1602](https://github.com/NousResearch/hermes-agent/pull/1602))
-
----
-
-## 🔧 Tool System
-
-### Terminal & Execution
-- **Persistent shell mode** for local and SSH backends — maintain shell state across tool calls — by @alt-glitch ([#1067](https://github.com/NousResearch/hermes-agent/pull/1067), [#1483](https://github.com/NousResearch/hermes-agent/pull/1483))
-- **Tirith pre-exec command scanning** — security layer that analyzes commands before execution ([#1256](https://github.com/NousResearch/hermes-agent/pull/1256))
-- Strip Hermes provider env vars from all subprocess environments ([#1157](https://github.com/NousResearch/hermes-agent/pull/1157), [#1172](https://github.com/NousResearch/hermes-agent/pull/1172), [#1399](https://github.com/NousResearch/hermes-agent/pull/1399), [#1419](https://github.com/NousResearch/hermes-agent/pull/1419)) — initial fix by @eren-karakus0
-- SSH preflight check ([#1486](https://github.com/NousResearch/hermes-agent/pull/1486))
-- Docker backend: make cwd workspace mount explicit opt-in ([#1534](https://github.com/NousResearch/hermes-agent/pull/1534))
-- Add project root to PYTHONPATH in execute_code sandbox ([#1383](https://github.com/NousResearch/hermes-agent/pull/1383))
-- Eliminate execute_code progress spam on gateway platforms ([#1098](https://github.com/NousResearch/hermes-agent/pull/1098))
-- Clearer docker backend preflight errors ([#1276](https://github.com/NousResearch/hermes-agent/pull/1276))
-
-### Browser
-- **`/browser connect`** — attach browser tools to a live Chrome instance via CDP ([#1549](https://github.com/NousResearch/hermes-agent/pull/1549))
-- Improve browser cleanup, local browser PATH setup, and screenshot recovery ([#1333](https://github.com/NousResearch/hermes-agent/pull/1333))
-
-### MCP
-- **Selective tool loading** with utility policies — filter which MCP tools are available ([#1302](https://github.com/NousResearch/hermes-agent/pull/1302))
-- Auto-reload MCP tools when `mcp_servers` config changes without restart ([#1474](https://github.com/NousResearch/hermes-agent/pull/1474))
-- Resolve npx stdio connection failures ([#1291](https://github.com/NousResearch/hermes-agent/pull/1291))
-- Preserve MCP toolsets when saving platform tool config ([#1421](https://github.com/NousResearch/hermes-agent/pull/1421))
-
-### Vision
-- Unify vision backend gating ([#1367](https://github.com/NousResearch/hermes-agent/pull/1367))
-- Surface actual error reason instead of generic message ([#1338](https://github.com/NousResearch/hermes-agent/pull/1338))
-- Make Claude image handling work end-to-end ([#1408](https://github.com/NousResearch/hermes-agent/pull/1408))
-
-### Cron
-- **Compress cron management into one tool** — single `cronjob` tool replaces multiple commands ([#1343](https://github.com/NousResearch/hermes-agent/pull/1343))
-- Suppress duplicate cron sends to auto-delivery targets ([#1357](https://github.com/NousResearch/hermes-agent/pull/1357))
-- Persist cron sessions to SQLite ([#1255](https://github.com/NousResearch/hermes-agent/pull/1255))
-- Per-job runtime overrides (provider, model, base_url) ([#1398](https://github.com/NousResearch/hermes-agent/pull/1398))
-- Atomic write in `save_job_output` to prevent data loss on crash ([#1173](https://github.com/NousResearch/hermes-agent/pull/1173))
-- Preserve thread context for `deliver=origin` ([#1437](https://github.com/NousResearch/hermes-agent/pull/1437))
-
-### Patch Tool
-- Avoid corrupting pipe chars in V4A patch apply ([#1286](https://github.com/NousResearch/hermes-agent/pull/1286))
-- Permissive `block_anchor` thresholds and unicode normalization ([#1539](https://github.com/NousResearch/hermes-agent/pull/1539))
-
-### Delegation
-- Add observability metadata to subagent results (model, tokens, duration, tool trace) ([#1175](https://github.com/NousResearch/hermes-agent/pull/1175))
-
----
-
-## 🧩 Skills Ecosystem
-
-### Skills System
-- **Integrate skills.sh** as a hub source alongside ClawHub ([#1303](https://github.com/NousResearch/hermes-agent/pull/1303))
-- Secure skill env setup on load ([#1153](https://github.com/NousResearch/hermes-agent/pull/1153))
-- Honor policy table for dangerous verdicts ([#1330](https://github.com/NousResearch/hermes-agent/pull/1330))
-- Harden ClawHub skill search exact matches ([#1400](https://github.com/NousResearch/hermes-agent/pull/1400))
-- Fix ClawHub skill install — use `/download` ZIP endpoint ([#1060](https://github.com/NousResearch/hermes-agent/pull/1060))
-- Avoid mislabeling local skills as builtin — by @arceus77-7 ([#862](https://github.com/NousResearch/hermes-agent/pull/862))
-
-### New Skills
-- **Linear** project management ([#1230](https://github.com/NousResearch/hermes-agent/pull/1230))
-- **X/Twitter** via x-cli ([#1285](https://github.com/NousResearch/hermes-agent/pull/1285))
-- **Telephony** — Twilio, SMS, and AI calls ([#1289](https://github.com/NousResearch/hermes-agent/pull/1289))
-- **1Password** — by @arceus77-7 ([#883](https://github.com/NousResearch/hermes-agent/pull/883), [#1179](https://github.com/NousResearch/hermes-agent/pull/1179))
-- **NeuroSkill BCI** integration ([#1135](https://github.com/NousResearch/hermes-agent/pull/1135))
-- **Blender MCP** for 3D modeling ([#1531](https://github.com/NousResearch/hermes-agent/pull/1531))
-- **OSS Security Forensics** ([#1482](https://github.com/NousResearch/hermes-agent/pull/1482))
-- **Parallel CLI** research skill ([#1301](https://github.com/NousResearch/hermes-agent/pull/1301))
-- **OpenCode** CLI skill ([#1174](https://github.com/NousResearch/hermes-agent/pull/1174))
-- **ASCII Video** skill refactored — by @SHL0MS ([#1213](https://github.com/NousResearch/hermes-agent/pull/1213), [#1598](https://github.com/NousResearch/hermes-agent/pull/1598))
-
----
-
-## 🎙️ Voice Mode
-
-- Voice mode foundation — push-to-talk CLI, Telegram/Discord voice notes ([#1299](https://github.com/NousResearch/hermes-agent/pull/1299))
-- Free local Whisper transcription via faster-whisper ([#1185](https://github.com/NousResearch/hermes-agent/pull/1185))
-- Discord voice channel reliability fixes ([#1429](https://github.com/NousResearch/hermes-agent/pull/1429))
-- Restore local STT fallback for gateway voice notes ([#1490](https://github.com/NousResearch/hermes-agent/pull/1490))
-- Honor `stt.enabled: false` across gateway transcription ([#1394](https://github.com/NousResearch/hermes-agent/pull/1394))
-- Fix bogus incapability message on Telegram voice notes (Issue [#1033](https://github.com/NousResearch/hermes-agent/issues/1033))
-
----
-
-## 🔌 ACP (IDE Integration)
-
-- Restore ACP server implementation ([#1254](https://github.com/NousResearch/hermes-agent/pull/1254))
-- Support slash commands in ACP adapter ([#1532](https://github.com/NousResearch/hermes-agent/pull/1532))
-
----
-
-## 🧪 RL Training
-
-- **Agentic On-Policy Distillation (OPD)** environment — new RL training environment for agent policy distillation ([#1149](https://github.com/NousResearch/hermes-agent/pull/1149))
-- Make tinker-atropos RL training fully optional ([#1062](https://github.com/NousResearch/hermes-agent/pull/1062))
-
----
-
-## 🔒 Security & Reliability
-
-### Security Hardening
-- **Tirith pre-exec command scanning** — static analysis of terminal commands before execution ([#1256](https://github.com/NousResearch/hermes-agent/pull/1256))
-- **PII redaction** when `privacy.redact_pii` is enabled ([#1542](https://github.com/NousResearch/hermes-agent/pull/1542))
-- Strip Hermes provider/gateway/tool env vars from all subprocess environments ([#1157](https://github.com/NousResearch/hermes-agent/pull/1157), [#1172](https://github.com/NousResearch/hermes-agent/pull/1172), [#1399](https://github.com/NousResearch/hermes-agent/pull/1399), [#1419](https://github.com/NousResearch/hermes-agent/pull/1419))
-- Docker cwd workspace mount now explicit opt-in — never auto-mount host directories ([#1534](https://github.com/NousResearch/hermes-agent/pull/1534))
-- Escape parens and braces in fork bomb regex pattern ([#1397](https://github.com/NousResearch/hermes-agent/pull/1397))
-- Harden `.worktreeinclude` path containment ([#1388](https://github.com/NousResearch/hermes-agent/pull/1388))
-- Use description as `pattern_key` to prevent approval collisions ([#1395](https://github.com/NousResearch/hermes-agent/pull/1395))
-
-### Reliability
-- Guard init-time stdio writes ([#1271](https://github.com/NousResearch/hermes-agent/pull/1271))
-- Session log writes reuse shared atomic JSON helper ([#1280](https://github.com/NousResearch/hermes-agent/pull/1280))
-- Atomic temp cleanup protected on interrupts ([#1401](https://github.com/NousResearch/hermes-agent/pull/1401))
-
----
-
-## 🐛 Notable Bug Fixes
-
-- **`/status` always showing 0 tokens** — now reports live state (Issue [#1465](https://github.com/NousResearch/hermes-agent/issues/1465), [#1476](https://github.com/NousResearch/hermes-agent/pull/1476))
-- **Custom model endpoints not working** — restored config-saved endpoint resolution (Issue [#1460](https://github.com/NousResearch/hermes-agent/issues/1460), [#1373](https://github.com/NousResearch/hermes-agent/pull/1373))
-- **MCP tools not visible until restart** — auto-reload on config change (Issue [#1036](https://github.com/NousResearch/hermes-agent/issues/1036), [#1474](https://github.com/NousResearch/hermes-agent/pull/1474))
-- **`hermes tools` removing MCP tools** — preserve MCP toolsets when saving (Issue [#1247](https://github.com/NousResearch/hermes-agent/issues/1247), [#1421](https://github.com/NousResearch/hermes-agent/pull/1421))
-- **Terminal subprocesses inheriting `OPENAI_BASE_URL`** breaking external tools (Issue [#1002](https://github.com/NousResearch/hermes-agent/issues/1002), [#1399](https://github.com/NousResearch/hermes-agent/pull/1399))
-- **Background process lost on gateway restart** — improved recovery (Issue [#1144](https://github.com/NousResearch/hermes-agent/issues/1144))
-- **Cron jobs not persisting state** — now stored in SQLite (Issue [#1416](https://github.com/NousResearch/hermes-agent/issues/1416), [#1255](https://github.com/NousResearch/hermes-agent/pull/1255))
-- **Cronjob `deliver: origin` not preserving thread context** (Issue [#1219](https://github.com/NousResearch/hermes-agent/issues/1219), [#1437](https://github.com/NousResearch/hermes-agent/pull/1437))
-- **Gateway systemd service failing to auto-restart** when browser processes orphaned (Issue [#1617](https://github.com/NousResearch/hermes-agent/issues/1617))
-- **`/background` completion report cut off in Telegram** (Issue [#1443](https://github.com/NousResearch/hermes-agent/issues/1443))
-- **Model switching not taking effect** (Issue [#1244](https://github.com/NousResearch/hermes-agent/issues/1244), [#1183](https://github.com/NousResearch/hermes-agent/pull/1183))
-- **`hermes doctor` reporting cronjob as unavailable** (Issue [#878](https://github.com/NousResearch/hermes-agent/issues/878), [#1180](https://github.com/NousResearch/hermes-agent/pull/1180))
-- **WhatsApp bridge messages not received** from mobile (Issue [#1142](https://github.com/NousResearch/hermes-agent/issues/1142))
-- **Setup wizard hanging on headless SSH** (Issue [#905](https://github.com/NousResearch/hermes-agent/issues/905), [#1274](https://github.com/NousResearch/hermes-agent/pull/1274))
-- **Log handler accumulation** degrading gateway performance (Issue [#990](https://github.com/NousResearch/hermes-agent/issues/990), [#1251](https://github.com/NousResearch/hermes-agent/pull/1251))
-- **Gateway NULL model in DB** (Issue [#987](https://github.com/NousResearch/hermes-agent/issues/987), [#1306](https://github.com/NousResearch/hermes-agent/pull/1306))
-- **Strict endpoints rejecting replayed tool_calls** (Issue [#893](https://github.com/NousResearch/hermes-agent/issues/893))
-- **Remaining hardcoded `~/.hermes` paths** — all now respect `HERMES_HOME` (Issue [#892](https://github.com/NousResearch/hermes-agent/issues/892), [#1233](https://github.com/NousResearch/hermes-agent/pull/1233))
-- **Delegate tool not working with custom inference providers** (Issue [#1011](https://github.com/NousResearch/hermes-agent/issues/1011), [#1328](https://github.com/NousResearch/hermes-agent/pull/1328))
-- **Skills Guard blocking official skills** (Issue [#1006](https://github.com/NousResearch/hermes-agent/issues/1006), [#1330](https://github.com/NousResearch/hermes-agent/pull/1330))
-- **Setup writing provider before model selection** (Issue [#1182](https://github.com/NousResearch/hermes-agent/issues/1182))
-- **`GatewayConfig.get()` AttributeError** crashing all message handling (Issue [#1158](https://github.com/NousResearch/hermes-agent/issues/1158), [#1287](https://github.com/NousResearch/hermes-agent/pull/1287))
-- **`/update` hard-failing with "command not found"** (Issue [#1049](https://github.com/NousResearch/hermes-agent/issues/1049))
-- **Image analysis failing silently** (Issue [#1034](https://github.com/NousResearch/hermes-agent/issues/1034), [#1338](https://github.com/NousResearch/hermes-agent/pull/1338))
-- **API `BadRequestError` from `'dict'` object has no attribute `'strip'`** (Issue [#1071](https://github.com/NousResearch/hermes-agent/issues/1071))
-- **Slash commands requiring exact full name** — now uses prefix matching (Issue [#928](https://github.com/NousResearch/hermes-agent/issues/928), [#1320](https://github.com/NousResearch/hermes-agent/pull/1320))
-- **Gateway stops responding when terminal is closed on headless** (Issue [#1005](https://github.com/NousResearch/hermes-agent/issues/1005))
-
----
-
-## 🧪 Testing
-
-- Cover empty cached Anthropic tool-call turns ([#1222](https://github.com/NousResearch/hermes-agent/pull/1222))
-- Fix stale CI assumptions in parser and quick-command coverage ([#1236](https://github.com/NousResearch/hermes-agent/pull/1236))
-- Fix gateway async tests without implicit event loop ([#1278](https://github.com/NousResearch/hermes-agent/pull/1278))
-- Make gateway async tests xdist-safe ([#1281](https://github.com/NousResearch/hermes-agent/pull/1281))
-- Cross-timezone naive timestamp regression for cron ([#1319](https://github.com/NousResearch/hermes-agent/pull/1319))
-- Isolate codex provider tests from local env ([#1335](https://github.com/NousResearch/hermes-agent/pull/1335))
-- Lock retry replacement semantics ([#1379](https://github.com/NousResearch/hermes-agent/pull/1379))
-- Improve error logging in session search tool — by @aydnOktay ([#1533](https://github.com/NousResearch/hermes-agent/pull/1533))
-
----
-
-## 📚 Documentation
-
-- Comprehensive SOUL.md guide ([#1315](https://github.com/NousResearch/hermes-agent/pull/1315))
-- Voice mode documentation ([#1316](https://github.com/NousResearch/hermes-agent/pull/1316), [#1362](https://github.com/NousResearch/hermes-agent/pull/1362))
-- Provider contribution guide ([#1361](https://github.com/NousResearch/hermes-agent/pull/1361))
-- ACP and internal systems implementation guides ([#1259](https://github.com/NousResearch/hermes-agent/pull/1259))
-- Expand Docusaurus coverage across CLI, tools, skills, and skins ([#1232](https://github.com/NousResearch/hermes-agent/pull/1232))
-- Terminal backend and Windows troubleshooting ([#1297](https://github.com/NousResearch/hermes-agent/pull/1297))
-- Skills hub reference section ([#1317](https://github.com/NousResearch/hermes-agent/pull/1317))
-- Checkpoint, /rollback, and git worktrees guide ([#1493](https://github.com/NousResearch/hermes-agent/pull/1493), [#1524](https://github.com/NousResearch/hermes-agent/pull/1524))
-- CLI status bar and /usage reference ([#1523](https://github.com/NousResearch/hermes-agent/pull/1523))
-- Fallback providers + /background command docs ([#1430](https://github.com/NousResearch/hermes-agent/pull/1430))
-- Gateway service scopes docs ([#1378](https://github.com/NousResearch/hermes-agent/pull/1378))
-- Slack thread reply behavior docs ([#1407](https://github.com/NousResearch/hermes-agent/pull/1407))
-- Redesigned landing page with Nous blue palette — by @austinpickett ([#974](https://github.com/NousResearch/hermes-agent/pull/974))
-- Fix several documentation typos — by @JackTheGit ([#953](https://github.com/NousResearch/hermes-agent/pull/953))
-- Stabilize website diagrams ([#1405](https://github.com/NousResearch/hermes-agent/pull/1405))
-- CLI vs messaging quick reference in README ([#1491](https://github.com/NousResearch/hermes-agent/pull/1491))
-- Add search to Docusaurus ([#1053](https://github.com/NousResearch/hermes-agent/pull/1053))
-- Home Assistant integration docs ([#1170](https://github.com/NousResearch/hermes-agent/pull/1170))
-
----
-
-## 👥 Contributors
-
-### Core
-- **@teknium1** — 220+ PRs spanning every area of the codebase
-
-### Top Community Contributors
-
-- **@0xbyt4** (4 PRs) — Anthropic adapter fixes (max_tokens, fallback crash, 429/529 retry), Slack file upload thread context, setup NameError fix
-- **@erosika** (1 PR) — Honcho memory integration: async writes, memory modes, session title integration
-- **@SHL0MS** (2 PRs) — ASCII video skill design patterns and refactoring
-- **@alt-glitch** (2 PRs) — Persistent shell mode for local/SSH backends, setuptools packaging fix
-- **@arceus77-7** (2 PRs) — 1Password skill, fix skills list mislabeling
-- **@kshitijk4poor** (1 PR) — OpenClaw migration during setup wizard
-- **@ASRagab** (1 PR) — Fix adaptive thinking for Claude 4.6 models
-- **@eren-karakus0** (1 PR) — Strip Hermes provider env vars from subprocess environment
-- **@mr-emmett-one** (1 PR) — Fix DeepSeek V3 parser multi-tool call support
-- **@jplew** (1 PR) — Gateway restart on retryable startup failures
-- **@brandtcormorant** (1 PR) — Fix Anthropic cache control for empty text blocks
-- **@aydnOktay** (1 PR) — Improve error logging in session search tool
-- **@austinpickett** (1 PR) — Landing page redesign with Nous blue palette
-- **@JackTheGit** (1 PR) — Documentation typo fixes
-
-### All Contributors
-
-@0xbyt4, @alt-glitch, @arceus77-7, @ASRagab, @austinpickett, @aydnOktay, @brandtcormorant, @eren-karakus0, @erosika, @JackTheGit, @jplew, @kshitijk4poor, @mr-emmett-one, @SHL0MS, @teknium1
-
----
-
-**Full Changelog**: [v2026.3.12...v2026.3.17](https://github.com/NousResearch/hermes-agent/compare/v2026.3.12...v2026.3.17)

RELEASE_v0.4.0.md

@@ -1,400 +0,0 @@
-# Hermes Agent v0.4.0 (v2026.3.23)
-
-**Release Date:** March 23, 2026
-
-> The platform expansion release — OpenAI-compatible API server, 6 new messaging adapters, 4 new inference providers, MCP server management with OAuth 2.1, @ context references, gateway prompt caching, streaming enabled by default, and a sweeping reliability pass with 200+ bug fixes.
-
----
-
-## ✨ Highlights
-
-- **OpenAI-compatible API server** — Expose Hermes as an `/v1/chat/completions` endpoint with a new `/api/jobs` REST API for cron job management, hardened with input limits, field whitelists, SQLite-backed response persistence, and CORS origin protection ([#1756](https://github.com/NousResearch/hermes-agent/pull/1756), [#2450](https://github.com/NousResearch/hermes-agent/pull/2450), [#2456](https://github.com/NousResearch/hermes-agent/pull/2456), [#2451](https://github.com/NousResearch/hermes-agent/pull/2451), [#2472](https://github.com/NousResearch/hermes-agent/pull/2472))
-
-- **6 new messaging platform adapters** — Signal, DingTalk, SMS (Twilio), Mattermost, Matrix, and Webhook adapters join Telegram, Discord, and WhatsApp. Gateway auto-reconnects failed platforms with exponential backoff ([#2206](https://github.com/NousResearch/hermes-agent/pull/2206), [#1685](https://github.com/NousResearch/hermes-agent/pull/1685), [#1688](https://github.com/NousResearch/hermes-agent/pull/1688), [#1683](https://github.com/NousResearch/hermes-agent/pull/1683), [#2166](https://github.com/NousResearch/hermes-agent/pull/2166), [#2584](https://github.com/NousResearch/hermes-agent/pull/2584))
-
-- **@ context references** — Claude Code-style `@file` and `@url` context injection with tab completions in the CLI ([#2343](https://github.com/NousResearch/hermes-agent/pull/2343), [#2482](https://github.com/NousResearch/hermes-agent/pull/2482))
-
-- **4 new inference providers** — GitHub Copilot (OAuth + token validation), Alibaba Cloud / DashScope, Kilo Code, and OpenCode Zen/Go ([#1924](https://github.com/NousResearch/hermes-agent/pull/1924), [#1879](https://github.com/NousResearch/hermes-agent/pull/1879) by @mchzimm, [#1673](https://github.com/NousResearch/hermes-agent/pull/1673), [#1666](https://github.com/NousResearch/hermes-agent/pull/1666), [#1650](https://github.com/NousResearch/hermes-agent/pull/1650))
-
-- **MCP server management CLI** — `hermes mcp` commands for installing, configuring, and authenticating MCP servers with full OAuth 2.1 PKCE flow ([#2465](https://github.com/NousResearch/hermes-agent/pull/2465))
-
-- **Gateway prompt caching** — Cache AIAgent instances per session, preserving Anthropic prompt cache across turns for dramatic cost reduction on long conversations ([#2282](https://github.com/NousResearch/hermes-agent/pull/2282), [#2284](https://github.com/NousResearch/hermes-agent/pull/2284), [#2361](https://github.com/NousResearch/hermes-agent/pull/2361))
-
-- **Context compression overhaul** — Structured summaries with iterative updates, token-budget tail protection, configurable summary endpoint, and fallback model support ([#2323](https://github.com/NousResearch/hermes-agent/pull/2323), [#1727](https://github.com/NousResearch/hermes-agent/pull/1727), [#2224](https://github.com/NousResearch/hermes-agent/pull/2224))
-
-- **Streaming enabled by default** — CLI streaming on by default with proper spinner/tool progress display during streaming mode, plus extensive linebreak and concatenation fixes ([#2340](https://github.com/NousResearch/hermes-agent/pull/2340), [#2161](https://github.com/NousResearch/hermes-agent/pull/2161), [#2258](https://github.com/NousResearch/hermes-agent/pull/2258))
-
----
-
-## 🖥️ CLI & User Experience
-
-### New Commands & Interactions
-- **@ context completions** — Tab-completable `@file`/`@url` references that inject file content or web pages into the conversation ([#2482](https://github.com/NousResearch/hermes-agent/pull/2482), [#2343](https://github.com/NousResearch/hermes-agent/pull/2343))
-- **`/statusbar`** — Toggle a persistent config bar showing model + provider info in the prompt ([#2240](https://github.com/NousResearch/hermes-agent/pull/2240), [#1917](https://github.com/NousResearch/hermes-agent/pull/1917))
-- **`/queue`** — Queue prompts for the agent without interrupting the current run ([#2191](https://github.com/NousResearch/hermes-agent/pull/2191), [#2469](https://github.com/NousResearch/hermes-agent/pull/2469))
-- **`/permission`** — Switch approval mode dynamically during a session ([#2207](https://github.com/NousResearch/hermes-agent/pull/2207))
-- **`/browser`** — Interactive browser sessions from the CLI ([#2273](https://github.com/NousResearch/hermes-agent/pull/2273), [#1814](https://github.com/NousResearch/hermes-agent/pull/1814))
-- **`/cost`** — Live pricing and usage tracking in gateway mode ([#2180](https://github.com/NousResearch/hermes-agent/pull/2180))
-- **`/approve` and `/deny`** — Replaced bare text approval in gateway with explicit commands ([#2002](https://github.com/NousResearch/hermes-agent/pull/2002))
-
-### Streaming & Display
-- Streaming enabled by default in CLI ([#2340](https://github.com/NousResearch/hermes-agent/pull/2340))
-- Show spinners and tool progress during streaming mode ([#2161](https://github.com/NousResearch/hermes-agent/pull/2161))
-- Show reasoning/thinking blocks when `show_reasoning` enabled ([#2118](https://github.com/NousResearch/hermes-agent/pull/2118))
-- Context pressure warnings for CLI and gateway ([#2159](https://github.com/NousResearch/hermes-agent/pull/2159))
-- Fix: streaming chunks concatenated without whitespace ([#2258](https://github.com/NousResearch/hermes-agent/pull/2258))
-- Fix: iteration boundary linebreak prevents stream concatenation ([#2413](https://github.com/NousResearch/hermes-agent/pull/2413))
-- Fix: defer streaming linebreak to prevent blank line stacking ([#2473](https://github.com/NousResearch/hermes-agent/pull/2473))
-- Fix: suppress spinner animation in non-TTY environments ([#2216](https://github.com/NousResearch/hermes-agent/pull/2216))
-- Fix: display provider and endpoint in API error messages ([#2266](https://github.com/NousResearch/hermes-agent/pull/2266))
-- Fix: resolve garbled ANSI escape codes in status printouts ([#2448](https://github.com/NousResearch/hermes-agent/pull/2448))
-- Fix: update gold ANSI color to true-color format ([#2246](https://github.com/NousResearch/hermes-agent/pull/2246))
-- Fix: normalize toolset labels and use skin colors in banner ([#1912](https://github.com/NousResearch/hermes-agent/pull/1912))
-
-### CLI Polish
-- Fix: prevent 'Press ENTER to continue...' on exit ([#2555](https://github.com/NousResearch/hermes-agent/pull/2555))
-- Fix: flush stdout during agent loop to prevent macOS display freeze ([#1654](https://github.com/NousResearch/hermes-agent/pull/1654))
-- Fix: show human-readable error when `hermes setup` hits permissions error ([#2196](https://github.com/NousResearch/hermes-agent/pull/2196))
-- Fix: `/stop` command crash + UnboundLocalError in streaming media delivery ([#2463](https://github.com/NousResearch/hermes-agent/pull/2463))
-- Fix: allow custom/local endpoints without API key ([#2556](https://github.com/NousResearch/hermes-agent/pull/2556))
-- Fix: Kitty keyboard protocol Shift+Enter for Ghostty/WezTerm (attempted + reverted due to prompt_toolkit crash) ([#2345](https://github.com/NousResearch/hermes-agent/pull/2345), [#2349](https://github.com/NousResearch/hermes-agent/pull/2349))
-
-### Configuration
-- **`${ENV_VAR}` substitution** in config.yaml ([#2684](https://github.com/NousResearch/hermes-agent/pull/2684))
-- **Real-time config reload** — config.yaml changes apply without restart ([#2210](https://github.com/NousResearch/hermes-agent/pull/2210))
-- **`custom_models.yaml`** for user-managed model additions ([#2214](https://github.com/NousResearch/hermes-agent/pull/2214))
-- **Priority-based context file selection** + CLAUDE.md support ([#2301](https://github.com/NousResearch/hermes-agent/pull/2301))
-- **Merge nested YAML sections** instead of replacing on config update ([#2213](https://github.com/NousResearch/hermes-agent/pull/2213))
-- Fix: config.yaml provider key overrides env var silently ([#2272](https://github.com/NousResearch/hermes-agent/pull/2272))
-- Fix: log warning instead of silently swallowing config.yaml errors ([#2683](https://github.com/NousResearch/hermes-agent/pull/2683))
-- Fix: disabled toolsets re-enable themselves after `hermes tools` ([#2268](https://github.com/NousResearch/hermes-agent/pull/2268))
-- Fix: platform default toolsets silently override tool deselection ([#2624](https://github.com/NousResearch/hermes-agent/pull/2624))
-- Fix: honor bare YAML `approvals.mode: off` ([#2620](https://github.com/NousResearch/hermes-agent/pull/2620))
-- Fix: `hermes update` use `.[all]` extras with fallback ([#1728](https://github.com/NousResearch/hermes-agent/pull/1728))
-- Fix: `hermes update` prompt before resetting working tree on stash conflicts ([#2390](https://github.com/NousResearch/hermes-agent/pull/2390))
-- Fix: use git pull --rebase in update/install to avoid divergent branch error ([#2274](https://github.com/NousResearch/hermes-agent/pull/2274))
-- Fix: add zprofile fallback and create zshrc on fresh macOS installs ([#2320](https://github.com/NousResearch/hermes-agent/pull/2320))
-- Fix: remove `ANTHROPIC_BASE_URL` env var to avoid collisions ([#1675](https://github.com/NousResearch/hermes-agent/pull/1675))
-- Fix: don't ask IMAP password if already in keyring or env ([#2212](https://github.com/NousResearch/hermes-agent/pull/2212))
-- Fix: OpenCode Zen/Go show OpenRouter models instead of their own ([#2277](https://github.com/NousResearch/hermes-agent/pull/2277))
-
----
-
-## 🏗️ Core Agent & Architecture
-
-### New Providers
-- **GitHub Copilot** — Full OAuth auth, API routing, token validation, and 400k context. ([#1924](https://github.com/NousResearch/hermes-agent/pull/1924), [#1896](https://github.com/NousResearch/hermes-agent/pull/1896), [#1879](https://github.com/NousResearch/hermes-agent/pull/1879) by @mchzimm, [#2507](https://github.com/NousResearch/hermes-agent/pull/2507))
-- **Alibaba Cloud / DashScope** — Full integration with DashScope v1 runtime, model dot preservation, and 401 auth fixes ([#1673](https://github.com/NousResearch/hermes-agent/pull/1673), [#2332](https://github.com/NousResearch/hermes-agent/pull/2332), [#2459](https://github.com/NousResearch/hermes-agent/pull/2459))
-- **Kilo Code** — First-class inference provider ([#1666](https://github.com/NousResearch/hermes-agent/pull/1666))
-- **OpenCode Zen and OpenCode Go** — New provider backends ([#1650](https://github.com/NousResearch/hermes-agent/pull/1650), [#2393](https://github.com/NousResearch/hermes-agent/pull/2393) by @0xbyt4)
-- **NeuTTS** — Local TTS provider backend with built-in setup flow, replacing the old optional skill ([#1657](https://github.com/NousResearch/hermes-agent/pull/1657), [#1664](https://github.com/NousResearch/hermes-agent/pull/1664))
-
-### Provider Improvements
-- **Eager fallback** to backup model on rate-limit errors ([#1730](https://github.com/NousResearch/hermes-agent/pull/1730))
-- **Endpoint metadata** for custom model context and pricing; query local servers for actual context window size ([#1906](https://github.com/NousResearch/hermes-agent/pull/1906), [#2091](https://github.com/NousResearch/hermes-agent/pull/2091) by @dusterbloom)
-- **Context length detection overhaul** — models.dev integration, provider-aware resolution, fuzzy matching for custom endpoints, `/v1/props` for llama.cpp ([#2158](https://github.com/NousResearch/hermes-agent/pull/2158), [#2051](https://github.com/NousResearch/hermes-agent/pull/2051), [#2403](https://github.com/NousResearch/hermes-agent/pull/2403))
-- **Model catalog updates** — gpt-5.4-mini, gpt-5.4-nano, healer-alpha, haiku-4.5, minimax-m2.7, claude 4.6 at 1M context ([#1913](https://github.com/NousResearch/hermes-agent/pull/1913), [#1915](https://github.com/NousResearch/hermes-agent/pull/1915), [#1900](https://github.com/NousResearch/hermes-agent/pull/1900), [#2155](https://github.com/NousResearch/hermes-agent/pull/2155), [#2474](https://github.com/NousResearch/hermes-agent/pull/2474))
-- **Custom endpoint improvements** — `model.base_url` in config.yaml, `api_mode` override for responses API, allow endpoints without API key, fail fast on missing keys ([#2330](https://github.com/NousResearch/hermes-agent/pull/2330), [#1651](https://github.com/NousResearch/hermes-agent/pull/1651), [#2556](https://github.com/NousResearch/hermes-agent/pull/2556), [#2445](https://github.com/NousResearch/hermes-agent/pull/2445), [#1994](https://github.com/NousResearch/hermes-agent/pull/1994), [#1998](https://github.com/NousResearch/hermes-agent/pull/1998))
-- Inject model and provider into system prompt ([#1929](https://github.com/NousResearch/hermes-agent/pull/1929))
-- Tie `api_mode` to provider config instead of env var ([#1656](https://github.com/NousResearch/hermes-agent/pull/1656))
-- Fix: prevent Anthropic token leaking to third-party `anthropic_messages` providers ([#2389](https://github.com/NousResearch/hermes-agent/pull/2389))
-- Fix: prevent Anthropic fallback from inheriting non-Anthropic `base_url` ([#2388](https://github.com/NousResearch/hermes-agent/pull/2388))
-- Fix: `auxiliary_is_nous` flag never resets — leaked Nous tags to other providers ([#1713](https://github.com/NousResearch/hermes-agent/pull/1713))
-- Fix: Anthropic `tool_choice 'none'` still allowed tool calls ([#1714](https://github.com/NousResearch/hermes-agent/pull/1714))
-- Fix: Mistral parser nested JSON fallback extraction ([#2335](https://github.com/NousResearch/hermes-agent/pull/2335))
-- Fix: MiniMax 401 auth resolved by defaulting to `anthropic_messages` ([#2103](https://github.com/NousResearch/hermes-agent/pull/2103))
-- Fix: case-insensitive model family matching ([#2350](https://github.com/NousResearch/hermes-agent/pull/2350))
-- Fix: ignore placeholder provider keys in activation checks ([#2358](https://github.com/NousResearch/hermes-agent/pull/2358))
-- Fix: Preserve Ollama model:tag colons in context length detection ([#2149](https://github.com/NousResearch/hermes-agent/pull/2149))
-- Fix: recognize Claude Code OAuth credentials in startup gate ([#1663](https://github.com/NousResearch/hermes-agent/pull/1663))
-- Fix: detect Claude Code version dynamically for OAuth user-agent ([#1670](https://github.com/NousResearch/hermes-agent/pull/1670))
-- Fix: OAuth flag stale after refresh/fallback ([#1890](https://github.com/NousResearch/hermes-agent/pull/1890))
-- Fix: auxiliary client skips expired Codex JWT ([#2397](https://github.com/NousResearch/hermes-agent/pull/2397))
-
-### Agent Loop
-- **Gateway prompt caching** — Cache AIAgent per session, keep assistant turns, fix session restore ([#2282](https://github.com/NousResearch/hermes-agent/pull/2282), [#2284](https://github.com/NousResearch/hermes-agent/pull/2284), [#2361](https://github.com/NousResearch/hermes-agent/pull/2361))
-- **Context compression overhaul** — Structured summaries, iterative updates, token-budget tail protection, configurable `summary_base_url` ([#2323](https://github.com/NousResearch/hermes-agent/pull/2323), [#1727](https://github.com/NousResearch/hermes-agent/pull/1727), [#2224](https://github.com/NousResearch/hermes-agent/pull/2224))
-- **Pre-call sanitization and post-call tool guardrails** ([#1732](https://github.com/NousResearch/hermes-agent/pull/1732))
-- **Auto-recover** from provider-rejected `tool_choice` by retrying without ([#2174](https://github.com/NousResearch/hermes-agent/pull/2174))
-- **Background memory/skill review** replaces inline nudges ([#2235](https://github.com/NousResearch/hermes-agent/pull/2235))
-- **SOUL.md as primary agent identity** instead of hardcoded default ([#1922](https://github.com/NousResearch/hermes-agent/pull/1922))
-- Fix: prevent silent tool result loss during context compression ([#1993](https://github.com/NousResearch/hermes-agent/pull/1993))
-- Fix: handle empty/null function arguments in tool call recovery ([#2163](https://github.com/NousResearch/hermes-agent/pull/2163))
-- Fix: handle API refusal responses gracefully instead of crashing ([#2156](https://github.com/NousResearch/hermes-agent/pull/2156))
-- Fix: prevent stuck agent loop on malformed tool calls ([#2114](https://github.com/NousResearch/hermes-agent/pull/2114))
-- Fix: return JSON parse error to model instead of dispatching with empty args ([#2342](https://github.com/NousResearch/hermes-agent/pull/2342))
-- Fix: consecutive assistant message merge drops content on mixed types ([#1703](https://github.com/NousResearch/hermes-agent/pull/1703))
-- Fix: message role alternation violations in JSON recovery and error handler ([#1722](https://github.com/NousResearch/hermes-agent/pull/1722))
-- Fix: `compression_attempts` resets each iteration — allowed unlimited compressions ([#1723](https://github.com/NousResearch/hermes-agent/pull/1723))
-- Fix: `length_continue_retries` never resets — later truncations got fewer retries ([#1717](https://github.com/NousResearch/hermes-agent/pull/1717))
-- Fix: compressor summary role violated consecutive-role constraint ([#1720](https://github.com/NousResearch/hermes-agent/pull/1720), [#1743](https://github.com/NousResearch/hermes-agent/pull/1743))
-- Fix: remove hardcoded `gemini-3-flash-preview` as default summary model ([#2464](https://github.com/NousResearch/hermes-agent/pull/2464))
-- Fix: correctly handle empty tool results ([#2201](https://github.com/NousResearch/hermes-agent/pull/2201))
-- Fix: crash on None entry in `tool_calls` list ([#2209](https://github.com/NousResearch/hermes-agent/pull/2209) by @0xbyt4, [#2316](https://github.com/NousResearch/hermes-agent/pull/2316))
-- Fix: per-thread persistent event loops in worker threads ([#2214](https://github.com/NousResearch/hermes-agent/pull/2214) by @jquesnelle)
-- Fix: prevent 'event loop already running' when async tools run in parallel ([#2207](https://github.com/NousResearch/hermes-agent/pull/2207))
-- Fix: strip ANSI at the source — clean terminal output before it reaches the model ([#2115](https://github.com/NousResearch/hermes-agent/pull/2115))
-- Fix: skip top-level `cache_control` on role:tool for OpenRouter ([#2391](https://github.com/NousResearch/hermes-agent/pull/2391))
-- Fix: delegate tool — save parent tool names before child construction mutates global ([#2083](https://github.com/NousResearch/hermes-agent/pull/2083) by @ygd58, [#1894](https://github.com/NousResearch/hermes-agent/pull/1894))
-- Fix: only strip last assistant message if empty string ([#2326](https://github.com/NousResearch/hermes-agent/pull/2326))
-
-### Session & Memory
-- **Session search** and management slash commands ([#2198](https://github.com/NousResearch/hermes-agent/pull/2198))
-- **Auto session titles** and `.hermes.md` project config ([#1712](https://github.com/NousResearch/hermes-agent/pull/1712))
-- Fix: concurrent memory writes silently drop entries — added file locking ([#1726](https://github.com/NousResearch/hermes-agent/pull/1726))
-- Fix: search all sources by default in `session_search` ([#1892](https://github.com/NousResearch/hermes-agent/pull/1892))
-- Fix: handle hyphenated FTS5 queries and preserve quoted literals ([#1776](https://github.com/NousResearch/hermes-agent/pull/1776))
-- Fix: skip corrupt lines in `load_transcript` instead of crashing ([#1744](https://github.com/NousResearch/hermes-agent/pull/1744))
-- Fix: normalize session keys to prevent case-sensitive duplicates ([#2157](https://github.com/NousResearch/hermes-agent/pull/2157))
-- Fix: prevent `session_search` crash when no sessions exist ([#2194](https://github.com/NousResearch/hermes-agent/pull/2194))
-- Fix: reset token counters on new session for accurate usage display ([#2101](https://github.com/NousResearch/hermes-agent/pull/2101) by @InB4DevOps)
-- Fix: prevent stale memory overwrites by flush agent ([#2687](https://github.com/NousResearch/hermes-agent/pull/2687))
-- Fix: remove synthetic error message injection, fix session resume after repeated failures ([#2303](https://github.com/NousResearch/hermes-agent/pull/2303))
-- Fix: quiet mode with `--resume` now passes conversation_history ([#2357](https://github.com/NousResearch/hermes-agent/pull/2357))
-- Fix: unify resume logic in batch mode ([#2331](https://github.com/NousResearch/hermes-agent/pull/2331))
-
-### Honcho Memory
-- Honcho config fixes and @ context reference integration ([#2343](https://github.com/NousResearch/hermes-agent/pull/2343))
-- Self-hosted / Docker configuration documentation ([#2475](https://github.com/NousResearch/hermes-agent/pull/2475))
-
----
-
-## 📱 Messaging Platforms (Gateway)
-
-### New Platform Adapters
-- **Signal Messenger** — Full adapter with attachment handling, group message filtering, and Note to Self echo-back protection ([#2206](https://github.com/NousResearch/hermes-agent/pull/2206), [#2400](https://github.com/NousResearch/hermes-agent/pull/2400), [#2297](https://github.com/NousResearch/hermes-agent/pull/2297), [#2156](https://github.com/NousResearch/hermes-agent/pull/2156))
-- **DingTalk** — Adapter with gateway wiring and setup docs ([#1685](https://github.com/NousResearch/hermes-agent/pull/1685), [#1690](https://github.com/NousResearch/hermes-agent/pull/1690), [#1692](https://github.com/NousResearch/hermes-agent/pull/1692))
-- **SMS (Twilio)** ([#1688](https://github.com/NousResearch/hermes-agent/pull/1688))
-- **Mattermost** — With @-mention-only channel filter ([#1683](https://github.com/NousResearch/hermes-agent/pull/1683), [#2443](https://github.com/NousResearch/hermes-agent/pull/2443))
-- **Matrix** — With vision support and image caching ([#1683](https://github.com/NousResearch/hermes-agent/pull/1683), [#2520](https://github.com/NousResearch/hermes-agent/pull/2520))
-- **Webhook** — Platform adapter for external event triggers ([#2166](https://github.com/NousResearch/hermes-agent/pull/2166))
-- **OpenAI-compatible API server** — `/v1/chat/completions` endpoint with `/api/jobs` cron management ([#1756](https://github.com/NousResearch/hermes-agent/pull/1756), [#2450](https://github.com/NousResearch/hermes-agent/pull/2450), [#2456](https://github.com/NousResearch/hermes-agent/pull/2456))
-
-### Telegram Improvements
-- MarkdownV2 support — strikethrough, spoiler, blockquotes, escape parentheses/braces/backslashes/backticks ([#2199](https://github.com/NousResearch/hermes-agent/pull/2199), [#2200](https://github.com/NousResearch/hermes-agent/pull/2200) by @llbn, [#2386](https://github.com/NousResearch/hermes-agent/pull/2386))
-- Auto-detect HTML tags and use `parse_mode=HTML` ([#1709](https://github.com/NousResearch/hermes-agent/pull/1709))
-- Telegram group vision support + thread-based sessions ([#2153](https://github.com/NousResearch/hermes-agent/pull/2153))
-- Auto-reconnect polling after network interruption ([#2517](https://github.com/NousResearch/hermes-agent/pull/2517))
-- Aggregate split text messages before dispatching ([#1674](https://github.com/NousResearch/hermes-agent/pull/1674))
-- Fix: streaming config bridge, not-modified, flood control ([#1782](https://github.com/NousResearch/hermes-agent/pull/1782), [#1783](https://github.com/NousResearch/hermes-agent/pull/1783))
-- Fix: edited_message event crashes ([#2074](https://github.com/NousResearch/hermes-agent/pull/2074))
-- Fix: retry 409 polling conflicts before giving up ([#2312](https://github.com/NousResearch/hermes-agent/pull/2312))
-- Fix: topic delivery via `platform:chat_id:thread_id` format ([#2455](https://github.com/NousResearch/hermes-agent/pull/2455))
-
-### Discord Improvements
-- Document caching and text-file injection ([#2503](https://github.com/NousResearch/hermes-agent/pull/2503))
-- Persistent typing indicator for DMs ([#2468](https://github.com/NousResearch/hermes-agent/pull/2468))
-- Discord DM vision — inline images + attachment analysis ([#2186](https://github.com/NousResearch/hermes-agent/pull/2186))
-- Persist thread participation across gateway restarts ([#1661](https://github.com/NousResearch/hermes-agent/pull/1661))
-- Fix: gateway crash on non-ASCII guild names ([#2302](https://github.com/NousResearch/hermes-agent/pull/2302))
-- Fix: thread permission errors ([#2073](https://github.com/NousResearch/hermes-agent/pull/2073))
-- Fix: slash event routing in threads ([#2460](https://github.com/NousResearch/hermes-agent/pull/2460))
-- Fix: remove bugged followup messages + `/ask` command ([#1836](https://github.com/NousResearch/hermes-agent/pull/1836))
-- Fix: graceful WebSocket reconnection ([#2127](https://github.com/NousResearch/hermes-agent/pull/2127))
-- Fix: voice channel TTS when streaming enabled ([#2322](https://github.com/NousResearch/hermes-agent/pull/2322))
-
-### WhatsApp & Other Adapters
-- WhatsApp: outbound `send_message` routing ([#1769](https://github.com/NousResearch/hermes-agent/pull/1769) by @sai-samarth), LID format self-chat ([#1667](https://github.com/NousResearch/hermes-agent/pull/1667)), `reply_prefix` config fix ([#1923](https://github.com/NousResearch/hermes-agent/pull/1923)), restart on bridge child exit ([#2334](https://github.com/NousResearch/hermes-agent/pull/2334)), image/bridge improvements ([#2181](https://github.com/NousResearch/hermes-agent/pull/2181))
-- Matrix: correct `reply_to_message_id` parameter ([#1895](https://github.com/NousResearch/hermes-agent/pull/1895)), bare media types fix ([#1736](https://github.com/NousResearch/hermes-agent/pull/1736))
-- Mattermost: MIME types for media attachments ([#2329](https://github.com/NousResearch/hermes-agent/pull/2329))
-
-### Gateway Core
-- **Auto-reconnect** failed platforms with exponential backoff ([#2584](https://github.com/NousResearch/hermes-agent/pull/2584))
-- **Notify users when session auto-resets** ([#2519](https://github.com/NousResearch/hermes-agent/pull/2519))
-- **Reply-to message context** for out-of-session replies ([#1662](https://github.com/NousResearch/hermes-agent/pull/1662))
-- **Ignore unauthorized DMs** config option ([#1919](https://github.com/NousResearch/hermes-agent/pull/1919))
-- Fix: `/reset` in thread-mode resets global session instead of thread ([#2254](https://github.com/NousResearch/hermes-agent/pull/2254))
-- Fix: deliver MEDIA: files after streaming responses ([#2382](https://github.com/NousResearch/hermes-agent/pull/2382))
-- Fix: cap interrupt recursion depth to prevent resource exhaustion ([#1659](https://github.com/NousResearch/hermes-agent/pull/1659))
-- Fix: detect stopped processes and release stale locks on `--replace` ([#2406](https://github.com/NousResearch/hermes-agent/pull/2406), [#1908](https://github.com/NousResearch/hermes-agent/pull/1908))
-- Fix: PID-based wait with force-kill for gateway restart ([#1902](https://github.com/NousResearch/hermes-agent/pull/1902))
-- Fix: prevent `--replace` mode from killing the caller process ([#2185](https://github.com/NousResearch/hermes-agent/pull/2185))
-- Fix: `/model` shows active fallback model instead of config default ([#1660](https://github.com/NousResearch/hermes-agent/pull/1660))
-- Fix: `/title` command fails when session doesn't exist in SQLite yet ([#2379](https://github.com/NousResearch/hermes-agent/pull/2379) by @ten-jampa)
-- Fix: process `/queue`'d messages after agent completion ([#2469](https://github.com/NousResearch/hermes-agent/pull/2469))
-- Fix: strip orphaned `tool_results` + let `/reset` bypass running agent ([#2180](https://github.com/NousResearch/hermes-agent/pull/2180))
-- Fix: prevent agents from starting gateway outside systemd management ([#2617](https://github.com/NousResearch/hermes-agent/pull/2617))
-- Fix: prevent systemd restart storm on gateway connection failure ([#2327](https://github.com/NousResearch/hermes-agent/pull/2327))
-- Fix: include resolved node path in systemd unit ([#1767](https://github.com/NousResearch/hermes-agent/pull/1767) by @sai-samarth)
-- Fix: send error details to user in gateway outer exception handler ([#1966](https://github.com/NousResearch/hermes-agent/pull/1966))
-- Fix: improve error handling for 429 usage limits and 500 context overflow ([#1839](https://github.com/NousResearch/hermes-agent/pull/1839))
-- Fix: add all missing platform allowlist env vars to startup warning check ([#2628](https://github.com/NousResearch/hermes-agent/pull/2628))
-- Fix: media delivery fails for file paths containing spaces ([#2621](https://github.com/NousResearch/hermes-agent/pull/2621))
-- Fix: duplicate session-key collision in multi-platform gateway ([#2171](https://github.com/NousResearch/hermes-agent/pull/2171))
-- Fix: Matrix and Mattermost never report as connected ([#1711](https://github.com/NousResearch/hermes-agent/pull/1711))
-- Fix: PII redaction config never read — missing yaml import ([#1701](https://github.com/NousResearch/hermes-agent/pull/1701))
-- Fix: NameError on skill slash commands ([#1697](https://github.com/NousResearch/hermes-agent/pull/1697))
-- Fix: persist watcher metadata in checkpoint for crash recovery ([#1706](https://github.com/NousResearch/hermes-agent/pull/1706))
-- Fix: pass `message_thread_id` in send_image_file, send_document, send_video ([#2339](https://github.com/NousResearch/hermes-agent/pull/2339))
-- Fix: media-group aggregation on rapid successive photo messages ([#2160](https://github.com/NousResearch/hermes-agent/pull/2160))
-
----
-
-## 🔧 Tool System
-
-### MCP Enhancements
-- **MCP server management CLI** + OAuth 2.1 PKCE auth ([#2465](https://github.com/NousResearch/hermes-agent/pull/2465))
-- **Expose MCP servers as standalone toolsets** ([#1907](https://github.com/NousResearch/hermes-agent/pull/1907))
-- **Interactive MCP tool configuration** in `hermes tools` ([#1694](https://github.com/NousResearch/hermes-agent/pull/1694))
-- Fix: MCP-OAuth port mismatch, path traversal, and shared handler state ([#2552](https://github.com/NousResearch/hermes-agent/pull/2552))
-- Fix: preserve MCP tool registrations across session resets ([#2124](https://github.com/NousResearch/hermes-agent/pull/2124))
-- Fix: concurrent file access crash + duplicate MCP registration ([#2154](https://github.com/NousResearch/hermes-agent/pull/2154))
-- Fix: normalise MCP schemas + expand session list columns ([#2102](https://github.com/NousResearch/hermes-agent/pull/2102))
-- Fix: `tool_choice` `mcp_` prefix handling ([#1775](https://github.com/NousResearch/hermes-agent/pull/1775))
-
-### Web Tool Backends
-- **Tavily** as web search/extract/crawl backend ([#1731](https://github.com/NousResearch/hermes-agent/pull/1731))
-- **Parallel** as alternative web search/extract backend ([#1696](https://github.com/NousResearch/hermes-agent/pull/1696))
-- **Configurable web backend** — Firecrawl/BeautifulSoup/Playwright selection ([#2256](https://github.com/NousResearch/hermes-agent/pull/2256))
-- Fix: whitespace-only env vars bypass web backend detection ([#2341](https://github.com/NousResearch/hermes-agent/pull/2341))
-
-### New Tools
-- **IMAP email** reading and sending ([#2173](https://github.com/NousResearch/hermes-agent/pull/2173))
-- **STT (speech-to-text)** tool using Whisper API ([#2072](https://github.com/NousResearch/hermes-agent/pull/2072))
-- **Route-aware pricing estimates** ([#1695](https://github.com/NousResearch/hermes-agent/pull/1695))
-
-### Tool Improvements
-- TTS: `base_url` support for OpenAI TTS provider ([#2064](https://github.com/NousResearch/hermes-agent/pull/2064) by @hanai)
-- Vision: configurable timeout, tilde expansion in file paths, DM vision with multi-image and base64 fallback ([#2480](https://github.com/NousResearch/hermes-agent/pull/2480), [#2585](https://github.com/NousResearch/hermes-agent/pull/2585), [#2211](https://github.com/NousResearch/hermes-agent/pull/2211))
-- Browser: race condition fix in session creation ([#1721](https://github.com/NousResearch/hermes-agent/pull/1721)), TypeError on unexpected LLM params ([#1735](https://github.com/NousResearch/hermes-agent/pull/1735))
-- File tools: strip ANSI escape codes from write_file and patch content ([#2532](https://github.com/NousResearch/hermes-agent/pull/2532)), include pagination args in repeated search key ([#1824](https://github.com/NousResearch/hermes-agent/pull/1824) by @cutepawss), improve fuzzy matching accuracy + position calculation refactor ([#2096](https://github.com/NousResearch/hermes-agent/pull/2096), [#1681](https://github.com/NousResearch/hermes-agent/pull/1681))
-- Code execution: resource leak and double socket close fix ([#2381](https://github.com/NousResearch/hermes-agent/pull/2381))
-- Delegate: thread safety for concurrent subagent delegation ([#1672](https://github.com/NousResearch/hermes-agent/pull/1672)), preserve parent agent's tool list after delegation ([#1778](https://github.com/NousResearch/hermes-agent/pull/1778))
-- Fix: make concurrent tool batching path-aware for file mutations ([#1914](https://github.com/NousResearch/hermes-agent/pull/1914))
-- Fix: chunk long messages in `send_message_tool` before platform dispatch ([#1646](https://github.com/NousResearch/hermes-agent/pull/1646))
-- Fix: add missing 'messaging' toolset ([#1718](https://github.com/NousResearch/hermes-agent/pull/1718))
-- Fix: prevent unavailable tool names from leaking into model schemas ([#2072](https://github.com/NousResearch/hermes-agent/pull/2072))
-- Fix: pass visited set by reference to prevent diamond dependency duplication ([#2311](https://github.com/NousResearch/hermes-agent/pull/2311))
-- Fix: Daytona sandbox lookup migrated from `find_one` to `get/list` ([#2063](https://github.com/NousResearch/hermes-agent/pull/2063) by @rovle)
-
----
-
-## 🧩 Skills Ecosystem
-
-### Skills System Improvements
-- **Agent-created skills** — Caution-level findings allowed, dangerous skills ask instead of block ([#1840](https://github.com/NousResearch/hermes-agent/pull/1840), [#2446](https://github.com/NousResearch/hermes-agent/pull/2446))
-- **`--yes` flag** to bypass confirmation in `/skills install` and uninstall ([#1647](https://github.com/NousResearch/hermes-agent/pull/1647))
-- **Disabled skills respected** across banner, system prompt, and slash commands ([#1897](https://github.com/NousResearch/hermes-agent/pull/1897))
-- Fix: skills custom_tools import crash + sandbox file_tools integration ([#2239](https://github.com/NousResearch/hermes-agent/pull/2239))
-- Fix: agent-created skills with pip requirements crash on install ([#2145](https://github.com/NousResearch/hermes-agent/pull/2145))
-- Fix: race condition in `Skills.__init__` when `hub.yaml` missing ([#2242](https://github.com/NousResearch/hermes-agent/pull/2242))
-- Fix: validate skill metadata before install and block duplicates ([#2241](https://github.com/NousResearch/hermes-agent/pull/2241))
-- Fix: skills hub inspect/resolve — 4 bugs in inspect, redirects, discovery, tap list ([#2447](https://github.com/NousResearch/hermes-agent/pull/2447))
-- Fix: agent-created skills keep working after session reset ([#2121](https://github.com/NousResearch/hermes-agent/pull/2121))
-
-### New Skills
-- **OCR-and-documents** — PDF/DOCX/XLS/PPTX/image OCR with optional GPU ([#2236](https://github.com/NousResearch/hermes-agent/pull/2236), [#2461](https://github.com/NousResearch/hermes-agent/pull/2461))
-- **Huggingface-hub** bundled skill ([#1921](https://github.com/NousResearch/hermes-agent/pull/1921))
-- **Sherlock OSINT** username search ([#1671](https://github.com/NousResearch/hermes-agent/pull/1671))
-- **Meme-generation** — Image generator with Pillow ([#2344](https://github.com/NousResearch/hermes-agent/pull/2344))
-- **Bioinformatics** gateway skill — index to 400+ bio skills ([#2387](https://github.com/NousResearch/hermes-agent/pull/2387))
-- **Inference.sh** skill (terminal-based) ([#1686](https://github.com/NousResearch/hermes-agent/pull/1686))
-- **Base blockchain** optional skill ([#1643](https://github.com/NousResearch/hermes-agent/pull/1643))
-- **3D-model-viewer** optional skill ([#2226](https://github.com/NousResearch/hermes-agent/pull/2226))
-- **FastMCP** optional skill ([#2113](https://github.com/NousResearch/hermes-agent/pull/2113))
-- **Hermes-agent-setup** skill ([#1905](https://github.com/NousResearch/hermes-agent/pull/1905))
-
----
-
-## 🔌 Plugin System Enhancements
-
-- **TUI extension hooks** — Build custom CLIs on top of Hermes ([#2333](https://github.com/NousResearch/hermes-agent/pull/2333))
-- **`hermes plugins install/remove/list`** commands ([#2337](https://github.com/NousResearch/hermes-agent/pull/2337))
-- **Slash command registration** for plugins ([#2359](https://github.com/NousResearch/hermes-agent/pull/2359))
-- **`session:end` lifecycle event** hook ([#1725](https://github.com/NousResearch/hermes-agent/pull/1725))
-- Fix: require opt-in for project plugin discovery ([#2215](https://github.com/NousResearch/hermes-agent/pull/2215))
-
----
-
-## 🔒 Security & Reliability
-
-### Security
-- **SSRF protection** for vision_tools and web_tools ([#2679](https://github.com/NousResearch/hermes-agent/pull/2679))
-- **Shell injection prevention** in `_expand_path` via `~user` path suffix ([#2685](https://github.com/NousResearch/hermes-agent/pull/2685))
-- **Block untrusted browser-origin** API server access ([#2451](https://github.com/NousResearch/hermes-agent/pull/2451))
-- **Block sandbox backend creds** from subprocess env ([#1658](https://github.com/NousResearch/hermes-agent/pull/1658))
-- **Block @ references** from reading secrets outside workspace ([#2601](https://github.com/NousResearch/hermes-agent/pull/2601) by @Gutslabs)
-- **Malicious code pattern pre-exec scanner** for terminal_tool ([#2245](https://github.com/NousResearch/hermes-agent/pull/2245))
-- **Harden terminal safety** and sandbox file writes ([#1653](https://github.com/NousResearch/hermes-agent/pull/1653))
-- **PKCE verifier leak** fix + OAuth refresh Content-Type ([#1775](https://github.com/NousResearch/hermes-agent/pull/1775))
-- **Eliminate SQL string formatting** in `execute()` calls ([#2061](https://github.com/NousResearch/hermes-agent/pull/2061) by @dusterbloom)
-- **Harden jobs API** — input limits, field whitelist, startup check ([#2456](https://github.com/NousResearch/hermes-agent/pull/2456))
-
-### Reliability
-- Thread locks on 4 SessionDB methods ([#1704](https://github.com/NousResearch/hermes-agent/pull/1704))
-- File locking for concurrent memory writes ([#1726](https://github.com/NousResearch/hermes-agent/pull/1726))
-- Handle OpenRouter errors gracefully ([#2112](https://github.com/NousResearch/hermes-agent/pull/2112))
-- Guard print() calls against OSError ([#1668](https://github.com/NousResearch/hermes-agent/pull/1668))
-- Safely handle non-string inputs in redacting formatter ([#2392](https://github.com/NousResearch/hermes-agent/pull/2392), [#1700](https://github.com/NousResearch/hermes-agent/pull/1700))
-- ACP: preserve session provider on model switch, persist sessions to disk ([#2380](https://github.com/NousResearch/hermes-agent/pull/2380), [#2071](https://github.com/NousResearch/hermes-agent/pull/2071))
-- API server: persist ResponseStore to SQLite across restarts ([#2472](https://github.com/NousResearch/hermes-agent/pull/2472))
-- Fix: `fetch_nous_models` always TypeError from positional args ([#1699](https://github.com/NousResearch/hermes-agent/pull/1699))
-- Fix: resolve merge conflict markers in cli.py breaking startup ([#2347](https://github.com/NousResearch/hermes-agent/pull/2347))
-- Fix: `minisweagent_path.py` missing from wheel ([#2098](https://github.com/NousResearch/hermes-agent/pull/2098) by @JiwaniZakir)
-
-### Cron System
-- **`[SILENT]` response** — cron agents can suppress delivery ([#1833](https://github.com/NousResearch/hermes-agent/pull/1833))
-- **Scale missed-job grace window** with schedule frequency ([#2449](https://github.com/NousResearch/hermes-agent/pull/2449))
-- **Recover recent one-shot jobs** ([#1918](https://github.com/NousResearch/hermes-agent/pull/1918))
-- Fix: normalize `repeat<=0` to None — jobs deleted after first run when LLM passes -1 ([#2612](https://github.com/NousResearch/hermes-agent/pull/2612) by @Mibayy)
-- Fix: Matrix added to scheduler delivery platform_map ([#2167](https://github.com/NousResearch/hermes-agent/pull/2167) by @buntingszn)
-- Fix: naive ISO timestamps without timezone — jobs fire at wrong time ([#1729](https://github.com/NousResearch/hermes-agent/pull/1729))
-- Fix: `get_due_jobs` reads `jobs.json` twice — race condition ([#1716](https://github.com/NousResearch/hermes-agent/pull/1716))
-- Fix: silent jobs return empty response for delivery skip ([#2442](https://github.com/NousResearch/hermes-agent/pull/2442))
-- Fix: stop injecting cron outputs into gateway session history ([#2313](https://github.com/NousResearch/hermes-agent/pull/2313))
-- Fix: close abandoned coroutine when `asyncio.run()` raises RuntimeError ([#2317](https://github.com/NousResearch/hermes-agent/pull/2317))
-
----
-
-## 🧪 Testing
-
-- Resolve all consistently failing tests ([#2488](https://github.com/NousResearch/hermes-agent/pull/2488))
-- Replace `FakePath` with `monkeypatch` for Python 3.12 compat ([#2444](https://github.com/NousResearch/hermes-agent/pull/2444))
-- Align Hermes setup and full-suite expectations ([#1710](https://github.com/NousResearch/hermes-agent/pull/1710))
-
----
-
-## 📚 Documentation
-
-- Comprehensive docs update for recent features ([#1693](https://github.com/NousResearch/hermes-agent/pull/1693), [#2183](https://github.com/NousResearch/hermes-agent/pull/2183))
-- Alibaba Cloud and DingTalk setup guides ([#1687](https://github.com/NousResearch/hermes-agent/pull/1687), [#1692](https://github.com/NousResearch/hermes-agent/pull/1692))
-- Detailed skills documentation ([#2244](https://github.com/NousResearch/hermes-agent/pull/2244))
-- Honcho self-hosted / Docker configuration ([#2475](https://github.com/NousResearch/hermes-agent/pull/2475))
-- Context length detection FAQ and quickstart references ([#2179](https://github.com/NousResearch/hermes-agent/pull/2179))
-- Fix docs inconsistencies across reference and user guides ([#1995](https://github.com/NousResearch/hermes-agent/pull/1995))
-- Fix MCP install commands — use uv, not bare pip ([#1909](https://github.com/NousResearch/hermes-agent/pull/1909))
-- Replace ASCII diagrams with Mermaid/lists ([#2402](https://github.com/NousResearch/hermes-agent/pull/2402))
-- Gemini OAuth provider implementation plan ([#2467](https://github.com/NousResearch/hermes-agent/pull/2467))
-- Discord Server Members Intent marked as required ([#2330](https://github.com/NousResearch/hermes-agent/pull/2330))
-- Fix MDX build error in api-server.md ([#1787](https://github.com/NousResearch/hermes-agent/pull/1787))
-- Align venv path to match installer ([#2114](https://github.com/NousResearch/hermes-agent/pull/2114))
-- New skills added to hub index ([#2281](https://github.com/NousResearch/hermes-agent/pull/2281))
-
----
-
-## 👥 Contributors
-
-### Core
-- **@teknium1** (Teknium) — 280 PRs
-
-### Community Contributors
-- **@mchzimm** (to_the_max) — GitHub Copilot provider integration ([#1879](https://github.com/NousResearch/hermes-agent/pull/1879))
-- **@jquesnelle** (Jeffrey Quesnelle) — Per-thread persistent event loops fix ([#2214](https://github.com/NousResearch/hermes-agent/pull/2214))
-- **@llbn** (lbn) — Telegram MarkdownV2 strikethrough, spoiler, blockquotes, and escape fixes ([#2199](https://github.com/NousResearch/hermes-agent/pull/2199), [#2200](https://github.com/NousResearch/hermes-agent/pull/2200))
-- **@dusterbloom** — SQL injection prevention + local server context window querying ([#2061](https://github.com/NousResearch/hermes-agent/pull/2061), [#2091](https://github.com/NousResearch/hermes-agent/pull/2091))
-- **@0xbyt4** — Anthropic tool_calls None guard + OpenCode-Go provider config fix ([#2209](https://github.com/NousResearch/hermes-agent/pull/2209), [#2393](https://github.com/NousResearch/hermes-agent/pull/2393))
-- **@sai-samarth** (Saisamarth) — WhatsApp send_message routing + systemd node path ([#1769](https://github.com/NousResearch/hermes-agent/pull/1769), [#1767](https://github.com/NousResearch/hermes-agent/pull/1767))
-- **@Gutslabs** (Guts) — Block @ references from reading secrets ([#2601](https://github.com/NousResearch/hermes-agent/pull/2601))
-- **@Mibayy** (Mibay) — Cron job repeat normalization ([#2612](https://github.com/NousResearch/hermes-agent/pull/2612))
-- **@ten-jampa** (Tenzin Jampa) — Gateway /title command fix ([#2379](https://github.com/NousResearch/hermes-agent/pull/2379))
-- **@cutepawss** (lila) — File tools search pagination fix ([#1824](https://github.com/NousResearch/hermes-agent/pull/1824))
-- **@hanai** (Hanai) — OpenAI TTS base_url support ([#2064](https://github.com/NousResearch/hermes-agent/pull/2064))
-- **@rovle** (Lovre Pešut) — Daytona sandbox API migration ([#2063](https://github.com/NousResearch/hermes-agent/pull/2063))
-- **@buntingszn** (bunting szn) — Matrix cron delivery support ([#2167](https://github.com/NousResearch/hermes-agent/pull/2167))
-- **@InB4DevOps** — Token counter reset on new session ([#2101](https://github.com/NousResearch/hermes-agent/pull/2101))
-- **@JiwaniZakir** (Zakir Jiwani) — Missing file in wheel fix ([#2098](https://github.com/NousResearch/hermes-agent/pull/2098))
-- **@ygd58** (buray) — Delegate tool parent tool names fix ([#2083](https://github.com/NousResearch/hermes-agent/pull/2083))
-
----
-
-**Full Changelog**: [v2026.3.17...v2026.3.23](https://github.com/NousResearch/hermes-agent/compare/v2026.3.17...v2026.3.23)

RELEASE_v0.5.0.md

@@ -1,348 +0,0 @@
-# Hermes Agent v0.5.0 (v2026.3.28)
-
-**Release Date:** March 28, 2026
-
-> The hardening release — Hugging Face provider, /model command overhaul, Telegram Private Chat Topics, native Modal SDK, plugin lifecycle hooks, tool-use enforcement for GPT models, Nix flake, 50+ security and reliability fixes, and a comprehensive supply chain audit.
-
----
-
-## ✨ Highlights
-
-- **Nous Portal now supports 400+ models** — The Nous Research inference portal has expanded dramatically, giving Hermes Agent users access to over 400 models through a single provider endpoint
-
-- **Hugging Face as a first-class inference provider** — Full integration with HF Inference API including curated agentic model picker that maps to OpenRouter analogues, live `/models` endpoint probe, and setup wizard flow ([#3419](https://github.com/NousResearch/hermes-agent/pull/3419), [#3440](https://github.com/NousResearch/hermes-agent/pull/3440))
-
-- **Telegram Private Chat Topics** — Project-based conversations with functional skill binding per topic, enabling isolated workflows within a single Telegram chat ([#3163](https://github.com/NousResearch/hermes-agent/pull/3163))
-
-- **Native Modal SDK backend** — Replaced swe-rex dependency with native Modal SDK (`Sandbox.create.aio` + `exec.aio`), eliminating tunnels and simplifying the Modal terminal backend ([#3538](https://github.com/NousResearch/hermes-agent/pull/3538))
-
-- **Plugin lifecycle hooks activated** — `pre_llm_call`, `post_llm_call`, `on_session_start`, and `on_session_end` hooks now fire in the agent loop and CLI/gateway, completing the plugin hook system ([#3542](https://github.com/NousResearch/hermes-agent/pull/3542))
-
-- **Improved OpenAI Model Reliability** — Added `GPT_TOOL_USE_GUIDANCE` to prevent GPT models from describing intended actions instead of making tool calls, plus automatic stripping of stale budget warnings from conversation history that caused models to avoid tools across turns ([#3528](https://github.com/NousResearch/hermes-agent/pull/3528))
-
-- **Nix flake** — Full uv2nix build, NixOS module with persistent container mode, auto-generated config keys from Python source, and suffix PATHs for agent-friendliness ([#20](https://github.com/NousResearch/hermes-agent/pull/20), [#3274](https://github.com/NousResearch/hermes-agent/pull/3274), [#3061](https://github.com/NousResearch/hermes-agent/pull/3061)) by @alt-glitch
-
-- **Supply chain hardening** — Removed compromised `litellm` dependency, pinned all dependency version ranges, regenerated `uv.lock` with hashes, added CI workflow scanning PRs for supply chain attack patterns, and bumped deps to fix CVEs ([#2796](https://github.com/NousResearch/hermes-agent/pull/2796), [#2810](https://github.com/NousResearch/hermes-agent/pull/2810), [#2812](https://github.com/NousResearch/hermes-agent/pull/2812), [#2816](https://github.com/NousResearch/hermes-agent/pull/2816), [#3073](https://github.com/NousResearch/hermes-agent/pull/3073))
-
-- **Anthropic output limits fix** — Replaced hardcoded 16K `max_tokens` with per-model native output limits (128K for Opus 4.6, 64K for Sonnet 4.6), fixing "Response truncated" and thinking-budget exhaustion on direct Anthropic API ([#3426](https://github.com/NousResearch/hermes-agent/pull/3426), [#3444](https://github.com/NousResearch/hermes-agent/pull/3444))
-
----
-
-## 🏗️ Core Agent & Architecture
-
-### New Provider: Hugging Face
-- First-class Hugging Face Inference API integration with auth, setup wizard, and model picker ([#3419](https://github.com/NousResearch/hermes-agent/pull/3419))
-- Curated model list mapping OpenRouter agentic defaults to HF equivalents — providers with 8+ curated models skip live `/models` probe for speed ([#3440](https://github.com/NousResearch/hermes-agent/pull/3440))
-- Added glm-5-turbo to Z.AI provider model list ([#3095](https://github.com/NousResearch/hermes-agent/pull/3095))
-
-### Provider & Model Improvements
-- `/model` command overhaul — extracted shared `switch_model()` pipeline for CLI and gateway, custom endpoint support, provider-aware routing ([#2795](https://github.com/NousResearch/hermes-agent/pull/2795), [#2799](https://github.com/NousResearch/hermes-agent/pull/2799))
-- Removed `/model` slash command from CLI and gateway in favor of `hermes model` subcommand ([#3080](https://github.com/NousResearch/hermes-agent/pull/3080))
-- Preserve `custom` provider instead of silently remapping to `openrouter` ([#2792](https://github.com/NousResearch/hermes-agent/pull/2792))
-- Read root-level `provider` and `base_url` from config.yaml into model config ([#3112](https://github.com/NousResearch/hermes-agent/pull/3112))
-- Align Nous Portal model slugs with OpenRouter naming ([#3253](https://github.com/NousResearch/hermes-agent/pull/3253))
-- Fix Alibaba provider default endpoint and model list ([#3484](https://github.com/NousResearch/hermes-agent/pull/3484))
-- Allow MiniMax users to override `/v1` → `/anthropic` auto-correction ([#3553](https://github.com/NousResearch/hermes-agent/pull/3553))
-- Migrate OAuth token refresh to `platform.claude.com` with fallback ([#3246](https://github.com/NousResearch/hermes-agent/pull/3246))
-
-### Agent Loop & Conversation
-- **Improved OpenAI model reliability** — `GPT_TOOL_USE_GUIDANCE` prevents GPT models from describing actions instead of calling tools + automatic budget warning stripping from history ([#3528](https://github.com/NousResearch/hermes-agent/pull/3528))
-- **Surface lifecycle events** — All retry, fallback, and compression events now surface to the user as formatted messages ([#3153](https://github.com/NousResearch/hermes-agent/pull/3153))
-- **Anthropic output limits** — Per-model native output limits instead of hardcoded 16K `max_tokens` ([#3426](https://github.com/NousResearch/hermes-agent/pull/3426))
-- **Thinking-budget exhaustion detection** — Skip useless continuation retries when model uses all output tokens on reasoning ([#3444](https://github.com/NousResearch/hermes-agent/pull/3444))
-- Always prefer streaming for API calls to prevent hung subagents ([#3120](https://github.com/NousResearch/hermes-agent/pull/3120))
-- Restore safe non-streaming fallback after stream failures ([#3020](https://github.com/NousResearch/hermes-agent/pull/3020))
-- Give subagents independent iteration budgets ([#3004](https://github.com/NousResearch/hermes-agent/pull/3004))
-- Update `api_key` in `_try_activate_fallback` for subagent auth ([#3103](https://github.com/NousResearch/hermes-agent/pull/3103))
-- Graceful return on max retries instead of crashing thread ([untagged commit](https://github.com/NousResearch/hermes-agent))
-- Count compression restarts toward retry limit ([#3070](https://github.com/NousResearch/hermes-agent/pull/3070))
-- Include tool tokens in preflight estimate, guard context probe persistence ([#3164](https://github.com/NousResearch/hermes-agent/pull/3164))
-- Update context compressor limits after fallback activation ([#3305](https://github.com/NousResearch/hermes-agent/pull/3305))
-- Validate empty user messages to prevent Anthropic API 400 errors ([#3322](https://github.com/NousResearch/hermes-agent/pull/3322))
-- GLM reasoning-only and max-length handling ([#3010](https://github.com/NousResearch/hermes-agent/pull/3010))
-- Increase API timeout default from 900s to 1800s for slow-thinking models ([#3431](https://github.com/NousResearch/hermes-agent/pull/3431))
-- Send `max_tokens` for Claude/OpenRouter + retry SSE connection errors ([#3497](https://github.com/NousResearch/hermes-agent/pull/3497))
-- Prevent AsyncOpenAI/httpx cross-loop deadlock in gateway mode ([#2701](https://github.com/NousResearch/hermes-agent/pull/2701)) by @ctlst
-
-### Streaming & Reasoning
-- **Persist reasoning across gateway session turns** with new schema v6 columns (`reasoning`, `reasoning_details`, `codex_reasoning_items`) ([#2974](https://github.com/NousResearch/hermes-agent/pull/2974))
-- Detect and kill stale SSE connections ([untagged commit](https://github.com/NousResearch/hermes-agent))
-- Fix stale stream detector race causing spurious `RemoteProtocolError` ([untagged commit](https://github.com/NousResearch/hermes-agent))
-- Skip duplicate callback for `<think>`-extracted reasoning during streaming ([#3116](https://github.com/NousResearch/hermes-agent/pull/3116))
-- Preserve reasoning fields in `rewrite_transcript` ([#3311](https://github.com/NousResearch/hermes-agent/pull/3311))
-- Preserve Gemini thought signatures in streamed tool calls ([#2997](https://github.com/NousResearch/hermes-agent/pull/2997))
-- Ensure first delta is fired during reasoning updates ([untagged commit](https://github.com/NousResearch/hermes-agent))
-
-### Session & Memory
-- **Session search recent sessions mode** — Omit query to browse recent sessions with titles, previews, and timestamps ([#2533](https://github.com/NousResearch/hermes-agent/pull/2533))
-- **Session config surfacing** on `/new`, `/reset`, and auto-reset ([#3321](https://github.com/NousResearch/hermes-agent/pull/3321))
-- **Third-party session isolation** — `--source` flag for isolating sessions by origin ([#3255](https://github.com/NousResearch/hermes-agent/pull/3255))
-- Add `/resume` CLI handler, session log truncation guard, `reopen_session` API ([#3315](https://github.com/NousResearch/hermes-agent/pull/3315))
-- Clear compressor summary and turn counter on `/clear` and `/new` ([#3102](https://github.com/NousResearch/hermes-agent/pull/3102))
-- Surface silent SessionDB failures that cause session data loss ([#2999](https://github.com/NousResearch/hermes-agent/pull/2999))
-- Session search fallback preview on summarization failure ([#3478](https://github.com/NousResearch/hermes-agent/pull/3478))
-- Prevent stale memory overwrites by flush agent ([#2687](https://github.com/NousResearch/hermes-agent/pull/2687))
-
-### Context Compression
-- Replace dead `summary_target_tokens` with ratio-based scaling ([#2554](https://github.com/NousResearch/hermes-agent/pull/2554))
-- Expose `compression.target_ratio`, `protect_last_n`, and `threshold` in `DEFAULT_CONFIG` ([untagged commit](https://github.com/NousResearch/hermes-agent))
-- Restore sane defaults and cap summary at 12K tokens ([untagged commit](https://github.com/NousResearch/hermes-agent))
-- Preserve transcript on `/compress` and hygiene compression ([#3556](https://github.com/NousResearch/hermes-agent/pull/3556))
-- Update context pressure warnings and token estimates after compaction ([untagged commit](https://github.com/NousResearch/hermes-agent))
-
-### Architecture & Dependencies
-- **Remove mini-swe-agent dependency** — Inline Docker and Modal backends directly ([#2804](https://github.com/NousResearch/hermes-agent/pull/2804))
-- **Replace swe-rex with native Modal SDK** for Modal backend ([#3538](https://github.com/NousResearch/hermes-agent/pull/3538))
-- **Plugin lifecycle hooks** — `pre_llm_call`, `post_llm_call`, `on_session_start`, `on_session_end` now fire in the agent loop ([#3542](https://github.com/NousResearch/hermes-agent/pull/3542))
-- Fix plugin toolsets invisible in `hermes tools` and standalone processes ([#3457](https://github.com/NousResearch/hermes-agent/pull/3457))
-- Consolidate `get_hermes_home()` and `parse_reasoning_effort()` ([#3062](https://github.com/NousResearch/hermes-agent/pull/3062))
-- Remove unused Hermes-native PKCE OAuth flow ([#3107](https://github.com/NousResearch/hermes-agent/pull/3107))
-- Remove ~100 unused imports across 55 files ([#3016](https://github.com/NousResearch/hermes-agent/pull/3016))
-- Fix 154 f-strings, simplify getattr/URL patterns, remove dead code ([#3119](https://github.com/NousResearch/hermes-agent/pull/3119))
-
----
-
-## 📱 Messaging Platforms (Gateway)
-
-### Telegram
-- **Private Chat Topics** — Project-based conversations with functional skill binding per topic, enabling isolated workflows within a single Telegram chat ([#3163](https://github.com/NousResearch/hermes-agent/pull/3163))
-- **Auto-discover fallback IPs via DNS-over-HTTPS** when `api.telegram.org` is unreachable ([#3376](https://github.com/NousResearch/hermes-agent/pull/3376))
-- **Configurable reply threading mode** ([#2907](https://github.com/NousResearch/hermes-agent/pull/2907))
-- Fall back to no `thread_id` on "Message thread not found" BadRequest ([#3390](https://github.com/NousResearch/hermes-agent/pull/3390))
-- Self-reschedule reconnect when `start_polling` fails after 502 ([#3268](https://github.com/NousResearch/hermes-agent/pull/3268))
-
-### Discord
-- Stop phantom typing indicator after agent turn completes ([#3003](https://github.com/NousResearch/hermes-agent/pull/3003))
-
-### Slack
-- Send tool call progress messages to correct Slack thread ([#3063](https://github.com/NousResearch/hermes-agent/pull/3063))
-- Scope progress thread fallback to Slack only ([#3488](https://github.com/NousResearch/hermes-agent/pull/3488))
-
-### WhatsApp
-- Download documents, audio, and video media from messages ([#2978](https://github.com/NousResearch/hermes-agent/pull/2978))
-
-### Matrix
-- Add missing Matrix entry in `PLATFORMS` dict ([#3473](https://github.com/NousResearch/hermes-agent/pull/3473))
-- Harden e2ee access-token handling ([#3562](https://github.com/NousResearch/hermes-agent/pull/3562))
-- Add backoff for `SyncError` in sync loop ([#3280](https://github.com/NousResearch/hermes-agent/pull/3280))
-
-### Signal
-- Track SSE keepalive comments as connection activity ([#3316](https://github.com/NousResearch/hermes-agent/pull/3316))
-
-### Email
-- Prevent unbounded growth of `_seen_uids` in EmailAdapter ([#3490](https://github.com/NousResearch/hermes-agent/pull/3490))
-
-### Gateway Core
-- **Config-gated `/verbose` command** for messaging platforms — toggle tool output verbosity from chat ([#3262](https://github.com/NousResearch/hermes-agent/pull/3262))
-- **Background review notifications** delivered to user chat ([#3293](https://github.com/NousResearch/hermes-agent/pull/3293))
-- **Retry transient send failures** and notify user on exhaustion ([#3288](https://github.com/NousResearch/hermes-agent/pull/3288))
-- Recover from hung agents — `/stop` hard-kills session lock ([#3104](https://github.com/NousResearch/hermes-agent/pull/3104))
-- Thread-safe `SessionStore` — protect `_entries` with `threading.Lock` ([#3052](https://github.com/NousResearch/hermes-agent/pull/3052))
-- Fix gateway token double-counting with cached agents — use absolute set instead of increment ([#3306](https://github.com/NousResearch/hermes-agent/pull/3306), [#3317](https://github.com/NousResearch/hermes-agent/pull/3317))
-- Fingerprint full auth token in agent cache signature ([#3247](https://github.com/NousResearch/hermes-agent/pull/3247))
-- Silence background agent terminal output ([#3297](https://github.com/NousResearch/hermes-agent/pull/3297))
-- Include per-platform `ALLOW_ALL` and `SIGNAL_GROUP` in startup allowlist check ([#3313](https://github.com/NousResearch/hermes-agent/pull/3313))
-- Include user-local bin paths in systemd unit PATH ([#3527](https://github.com/NousResearch/hermes-agent/pull/3527))
-- Track background task references in `GatewayRunner` ([#3254](https://github.com/NousResearch/hermes-agent/pull/3254))
-- Add request timeouts to HA, Email, Mattermost, SMS adapters ([#3258](https://github.com/NousResearch/hermes-agent/pull/3258))
-- Add media download retry to Mattermost, Slack, and base cache ([#3323](https://github.com/NousResearch/hermes-agent/pull/3323))
-- Detect virtualenv path instead of hardcoding `venv/` ([#2797](https://github.com/NousResearch/hermes-agent/pull/2797))
-- Use `TERMINAL_CWD` for context file discovery, not process cwd ([untagged commit](https://github.com/NousResearch/hermes-agent))
-- Stop loading hermes repo AGENTS.md into gateway sessions (~10k wasted tokens) ([#2891](https://github.com/NousResearch/hermes-agent/pull/2891))
-
----
-
-## 🖥️ CLI & User Experience
-
-### Interactive CLI
-- **Configurable busy input mode** + fix `/queue` always working ([#3298](https://github.com/NousResearch/hermes-agent/pull/3298))
-- **Preserve user input on multiline paste** ([#3065](https://github.com/NousResearch/hermes-agent/pull/3065))
-- **Tool generation callback** — streaming "preparing terminal…" updates during tool argument generation ([untagged commit](https://github.com/NousResearch/hermes-agent))
-- Show tool progress for substantive tools, not just "preparing" ([untagged commit](https://github.com/NousResearch/hermes-agent))
-- Buffer reasoning preview chunks and fix duplicate display ([#3013](https://github.com/NousResearch/hermes-agent/pull/3013))
-- Prevent reasoning box from rendering 3x during tool-calling loops ([#3405](https://github.com/NousResearch/hermes-agent/pull/3405))
-- Eliminate "Event loop is closed" / "Press ENTER to continue" during idle — three-layer fix with `neuter_async_httpx_del()`, custom exception handler, and stale client cleanup ([#3398](https://github.com/NousResearch/hermes-agent/pull/3398))
-- Fix status bar shows 26K instead of 260K for token counts with trailing zeros ([#3024](https://github.com/NousResearch/hermes-agent/pull/3024))
-- Fix status bar duplicates and degrades during long sessions ([#3291](https://github.com/NousResearch/hermes-agent/pull/3291))
-- Refresh TUI before background task output to prevent status bar overlap ([#3048](https://github.com/NousResearch/hermes-agent/pull/3048))
-- Suppress KawaiiSpinner animation under `patch_stdout` ([#2994](https://github.com/NousResearch/hermes-agent/pull/2994))
-- Skip KawaiiSpinner when TUI handles tool progress ([#2973](https://github.com/NousResearch/hermes-agent/pull/2973))
-- Guard `isatty()` against closed streams via `_is_tty` property ([#3056](https://github.com/NousResearch/hermes-agent/pull/3056))
-- Ensure single closure of streaming boxes during tool generation ([untagged commit](https://github.com/NousResearch/hermes-agent))
-- Cap context pressure percentage at 100% in display ([#3480](https://github.com/NousResearch/hermes-agent/pull/3480))
-- Clean up HTML error messages in CLI display ([#3069](https://github.com/NousResearch/hermes-agent/pull/3069))
-- Show HTTP status code and 400 body in API error output ([#3096](https://github.com/NousResearch/hermes-agent/pull/3096))
-- Extract useful info from HTML error pages, dump debug on max retries ([untagged commit](https://github.com/NousResearch/hermes-agent))
-- Prevent TypeError on startup when `base_url` is None ([#3068](https://github.com/NousResearch/hermes-agent/pull/3068))
-- Prevent update crash in non-TTY environments ([#3094](https://github.com/NousResearch/hermes-agent/pull/3094))
-- Handle EOFError in sessions delete/prune confirmation prompts ([#3101](https://github.com/NousResearch/hermes-agent/pull/3101))
-- Catch KeyboardInterrupt during `flush_memories` on exit and in exit cleanup handlers ([#3025](https://github.com/NousResearch/hermes-agent/pull/3025), [#3257](https://github.com/NousResearch/hermes-agent/pull/3257))
-- Guard `.strip()` against None values from YAML config ([#3552](https://github.com/NousResearch/hermes-agent/pull/3552))
-- Guard `config.get()` against YAML null values to prevent AttributeError ([#3377](https://github.com/NousResearch/hermes-agent/pull/3377))
-- Store asyncio task references to prevent GC mid-execution ([#3267](https://github.com/NousResearch/hermes-agent/pull/3267))
-
-### Setup & Configuration
-- Use explicit key mapping for returning-user menu dispatch instead of positional index ([#3083](https://github.com/NousResearch/hermes-agent/pull/3083))
-- Use `sys.executable` for pip in update commands to fix PEP 668 ([#3099](https://github.com/NousResearch/hermes-agent/pull/3099))
-- Harden `hermes update` against diverged history, non-main branches, and gateway edge cases ([#3492](https://github.com/NousResearch/hermes-agent/pull/3492))
-- OpenClaw migration overwrites defaults and setup wizard skips imported sections — fixed ([#3282](https://github.com/NousResearch/hermes-agent/pull/3282))
-- Stop recursive AGENTS.md walk, load top-level only ([#3110](https://github.com/NousResearch/hermes-agent/pull/3110))
-- Add macOS Homebrew paths to browser and terminal PATH resolution ([#2713](https://github.com/NousResearch/hermes-agent/pull/2713))
-- YAML boolean handling for `tool_progress` config ([#3300](https://github.com/NousResearch/hermes-agent/pull/3300))
-- Reset default SOUL.md to baseline identity text ([#3159](https://github.com/NousResearch/hermes-agent/pull/3159))
-- Reject relative cwd paths for container terminal backends ([untagged commit](https://github.com/NousResearch/hermes-agent))
-- Add explicit `hermes-api-server` toolset for API server platform ([#3304](https://github.com/NousResearch/hermes-agent/pull/3304))
-- Reorder setup wizard providers — OpenRouter first ([untagged commit](https://github.com/NousResearch/hermes-agent))
-
----
-
-## 🔧 Tool System
-
-### API Server
-- **Idempotency-Key support**, body size limit, and OpenAI error envelope ([#2903](https://github.com/NousResearch/hermes-agent/pull/2903))
-- Allow Idempotency-Key in CORS headers ([#3530](https://github.com/NousResearch/hermes-agent/pull/3530))
-- Cancel orphaned agent + true interrupt on SSE disconnect ([#3427](https://github.com/NousResearch/hermes-agent/pull/3427))
-- Fix streaming breaks when agent makes tool calls ([#2985](https://github.com/NousResearch/hermes-agent/pull/2985))
-
-### Terminal & File Operations
-- Handle addition-only hunks in V4A patch parser ([#3325](https://github.com/NousResearch/hermes-agent/pull/3325))
-- Exponential backoff for persistent shell polling ([#2996](https://github.com/NousResearch/hermes-agent/pull/2996))
-- Add timeout to subprocess calls in `context_references` ([#3469](https://github.com/NousResearch/hermes-agent/pull/3469))
-
-### Browser & Vision
-- Handle 402 insufficient credits error in vision tool ([#2802](https://github.com/NousResearch/hermes-agent/pull/2802))
-- Fix `browser_vision` ignores `auxiliary.vision.timeout` config ([#2901](https://github.com/NousResearch/hermes-agent/pull/2901))
-- Make browser command timeout configurable via config.yaml ([#2801](https://github.com/NousResearch/hermes-agent/pull/2801))
-
-### MCP
-- MCP toolset resolution for runtime and config ([#3252](https://github.com/NousResearch/hermes-agent/pull/3252))
-- Add MCP tool name collision protection ([#3077](https://github.com/NousResearch/hermes-agent/pull/3077))
-
-### Auxiliary LLM
-- Guard aux LLM calls against None content + reasoning fallback + retry ([#3449](https://github.com/NousResearch/hermes-agent/pull/3449))
-- Catch ImportError from `build_anthropic_client` in vision auto-detection ([#3312](https://github.com/NousResearch/hermes-agent/pull/3312))
-
-### Other Tools
-- Add request timeouts to `send_message_tool` HTTP calls ([#3162](https://github.com/NousResearch/hermes-agent/pull/3162)) by @memosr
-- Auto-repair `jobs.json` with invalid control characters ([#3537](https://github.com/NousResearch/hermes-agent/pull/3537))
-- Enable fine-grained tool streaming for Claude/OpenRouter ([#3497](https://github.com/NousResearch/hermes-agent/pull/3497))
-
----
-
-## 🧩 Skills Ecosystem
-
-### Skills System
-- **Env var passthrough** for skills and user config — skills can declare environment variables to pass through ([#2807](https://github.com/NousResearch/hermes-agent/pull/2807))
-- Cache skills prompt with shared `skill_utils` module for faster TTFT ([#3421](https://github.com/NousResearch/hermes-agent/pull/3421))
-- Avoid redundant file re-read for skill conditions ([#2992](https://github.com/NousResearch/hermes-agent/pull/2992))
-- Use Git Trees API to prevent silent subdirectory loss during install ([#2995](https://github.com/NousResearch/hermes-agent/pull/2995))
-- Fix skills-sh install for deeply nested repo structures ([#2980](https://github.com/NousResearch/hermes-agent/pull/2980))
-- Handle null metadata in skill frontmatter ([untagged commit](https://github.com/NousResearch/hermes-agent))
-- Preserve trust for skills-sh identifiers + reduce resolution churn ([#3251](https://github.com/NousResearch/hermes-agent/pull/3251))
-- Agent-created skills were incorrectly treated as untrusted community content — fixed ([untagged commit](https://github.com/NousResearch/hermes-agent))
-
-### New Skills
-- **G0DM0D3 godmode jailbreaking skill** + docs ([#3157](https://github.com/NousResearch/hermes-agent/pull/3157))
-- **Docker management skill** added to optional-skills ([#3060](https://github.com/NousResearch/hermes-agent/pull/3060))
-- **OpenClaw migration v2** — 17 new modules, terminal recap for migrating from OpenClaw to Hermes ([#2906](https://github.com/NousResearch/hermes-agent/pull/2906))
-
----
-
-## 🔒 Security & Reliability
-
-### Security Hardening
-- **SSRF protection** added to `browser_navigate` ([#3058](https://github.com/NousResearch/hermes-agent/pull/3058))
-- **SSRF protection** added to `vision_tools` and `web_tools` (hardened) ([#2679](https://github.com/NousResearch/hermes-agent/pull/2679))
-- **Restrict subagent toolsets** to parent's enabled set ([#3269](https://github.com/NousResearch/hermes-agent/pull/3269))
-- **Prevent zip-slip path traversal** in self-update ([#3250](https://github.com/NousResearch/hermes-agent/pull/3250))
-- **Prevent shell injection** in `_expand_path` via `~user` path suffix ([#2685](https://github.com/NousResearch/hermes-agent/pull/2685))
-- **Normalize input** before dangerous command detection ([#3260](https://github.com/NousResearch/hermes-agent/pull/3260))
-- Make tirith block verdicts approvable instead of hard-blocking ([#3428](https://github.com/NousResearch/hermes-agent/pull/3428))
-- Remove compromised `litellm`/`typer`/`platformdirs` from deps ([#2796](https://github.com/NousResearch/hermes-agent/pull/2796))
-- Pin all dependency version ranges ([#2810](https://github.com/NousResearch/hermes-agent/pull/2810))
-- Regenerate `uv.lock` with hashes, use lockfile in setup ([#2812](https://github.com/NousResearch/hermes-agent/pull/2812))
-- Bump dependencies to fix CVEs + regenerate `uv.lock` ([#3073](https://github.com/NousResearch/hermes-agent/pull/3073))
-- Supply chain audit CI workflow for PR scanning ([#2816](https://github.com/NousResearch/hermes-agent/pull/2816))
-
-### Reliability
-- **SQLite WAL write-lock contention** causing 15-20s TUI freeze — fixed ([#3385](https://github.com/NousResearch/hermes-agent/pull/3385))
-- **SQLite concurrency hardening** + session transcript integrity ([#3249](https://github.com/NousResearch/hermes-agent/pull/3249))
-- Prevent recurring cron job re-fire on gateway crash/restart loop ([#3396](https://github.com/NousResearch/hermes-agent/pull/3396))
-- Mark cron session as ended after job completes ([#2998](https://github.com/NousResearch/hermes-agent/pull/2998))
-
----
-
-## ⚡ Performance
-
-- **TTFT startup optimizations** — salvaged easy-win startup improvements ([#3395](https://github.com/NousResearch/hermes-agent/pull/3395))
-- Cache skills prompt with shared `skill_utils` module ([#3421](https://github.com/NousResearch/hermes-agent/pull/3421))
-- Avoid redundant file re-read for skill conditions in prompt builder ([#2992](https://github.com/NousResearch/hermes-agent/pull/2992))
-
----
-
-## 🐛 Notable Bug Fixes
-
-- Fix gateway token double-counting with cached agents ([#3306](https://github.com/NousResearch/hermes-agent/pull/3306), [#3317](https://github.com/NousResearch/hermes-agent/pull/3317))
-- Fix "Event loop is closed" / "Press ENTER to continue" during idle sessions ([#3398](https://github.com/NousResearch/hermes-agent/pull/3398))
-- Fix reasoning box rendering 3x during tool-calling loops ([#3405](https://github.com/NousResearch/hermes-agent/pull/3405))
-- Fix status bar shows 26K instead of 260K for token counts ([#3024](https://github.com/NousResearch/hermes-agent/pull/3024))
-- Fix `/queue` always working regardless of config ([#3298](https://github.com/NousResearch/hermes-agent/pull/3298))
-- Fix phantom Discord typing indicator after agent turn ([#3003](https://github.com/NousResearch/hermes-agent/pull/3003))
-- Fix Slack progress messages appearing in wrong thread ([#3063](https://github.com/NousResearch/hermes-agent/pull/3063))
-- Fix WhatsApp media downloads (documents, audio, video) ([#2978](https://github.com/NousResearch/hermes-agent/pull/2978))
-- Fix Telegram "Message thread not found" killing progress messages ([#3390](https://github.com/NousResearch/hermes-agent/pull/3390))
-- Fix OpenClaw migration overwriting defaults ([#3282](https://github.com/NousResearch/hermes-agent/pull/3282))
-- Fix returning-user setup menu dispatching wrong section ([#3083](https://github.com/NousResearch/hermes-agent/pull/3083))
-- Fix `hermes update` PEP 668 "externally-managed-environment" error ([#3099](https://github.com/NousResearch/hermes-agent/pull/3099))
-- Fix subagents hitting `max_iterations` prematurely via shared budget ([#3004](https://github.com/NousResearch/hermes-agent/pull/3004))
-- Fix YAML boolean handling for `tool_progress` config ([#3300](https://github.com/NousResearch/hermes-agent/pull/3300))
-- Fix `config.get()` crashes on YAML null values ([#3377](https://github.com/NousResearch/hermes-agent/pull/3377))
-- Fix `.strip()` crash on None values from YAML config ([#3552](https://github.com/NousResearch/hermes-agent/pull/3552))
-- Fix hung agents on gateway — `/stop` now hard-kills session lock ([#3104](https://github.com/NousResearch/hermes-agent/pull/3104))
-- Fix `_custom` provider silently remapped to `openrouter` ([#2792](https://github.com/NousResearch/hermes-agent/pull/2792))
-- Fix Matrix missing from `PLATFORMS` dict ([#3473](https://github.com/NousResearch/hermes-agent/pull/3473))
-- Fix Email adapter unbounded `_seen_uids` growth ([#3490](https://github.com/NousResearch/hermes-agent/pull/3490))
-
----
-
-## 🧪 Testing
-
-- Pin `agent-client-protocol` < 0.9 to handle breaking upstream release ([#3320](https://github.com/NousResearch/hermes-agent/pull/3320))
-- Catch anthropic ImportError in vision auto-detection tests ([#3312](https://github.com/NousResearch/hermes-agent/pull/3312))
-- Update retry-exhaust test for new graceful return behavior ([#3320](https://github.com/NousResearch/hermes-agent/pull/3320))
-- Add regression tests for null metadata frontmatter ([untagged commit](https://github.com/NousResearch/hermes-agent))
-
----
-
-## 📚 Documentation
-
-- Update all docs for `/model` command overhaul and custom provider support ([#2800](https://github.com/NousResearch/hermes-agent/pull/2800))
-- Fix stale and incorrect documentation across 18 files ([#2805](https://github.com/NousResearch/hermes-agent/pull/2805))
-- Document 9 previously undocumented features ([#2814](https://github.com/NousResearch/hermes-agent/pull/2814))
-- Add missing skills, CLI commands, and messaging env vars to docs ([#2809](https://github.com/NousResearch/hermes-agent/pull/2809))
-- Fix api-server response storage documentation — SQLite, not in-memory ([#2819](https://github.com/NousResearch/hermes-agent/pull/2819))
-- Quote pip install extras to fix zsh glob errors ([#2815](https://github.com/NousResearch/hermes-agent/pull/2815))
-- Unify hooks documentation — add plugin hooks to hooks page, add `session:end` event ([untagged commit](https://github.com/NousResearch/hermes-agent))
-- Clarify two-mode behavior in `session_search` schema description ([untagged commit](https://github.com/NousResearch/hermes-agent))
-- Fix Discord Public Bot setting for Discord-provided invite link ([#3519](https://github.com/NousResearch/hermes-agent/pull/3519)) by @mehmoodosman
-- Revise v0.4.0 changelog — fix feature attribution, reorder sections ([untagged commit](https://github.com/NousResearch/hermes-agent))
-
----
-
-## 👥 Contributors
-
-### Core
-- **@teknium1** — 157 PRs covering the full scope of this release
-
-### Community Contributors
-- **@alt-glitch** (Siddharth Balyan) — 2 PRs: Nix flake with uv2nix build, NixOS module, and persistent container mode ([#20](https://github.com/NousResearch/hermes-agent/pull/20)); auto-generated config keys and suffix PATHs for Nix builds ([#3061](https://github.com/NousResearch/hermes-agent/pull/3061), [#3274](https://github.com/NousResearch/hermes-agent/pull/3274))
-- **@ctlst** — 1 PR: Prevent AsyncOpenAI/httpx cross-loop deadlock in gateway mode ([#2701](https://github.com/NousResearch/hermes-agent/pull/2701))
-- **@memosr** (memosr.eth) — 1 PR: Add request timeouts to `send_message_tool` HTTP calls ([#3162](https://github.com/NousResearch/hermes-agent/pull/3162))
-- **@mehmoodosman** (Osman Mehmood) — 1 PR: Fix Discord docs for Public Bot setting ([#3519](https://github.com/NousResearch/hermes-agent/pull/3519))
-
-### All Contributors
-@alt-glitch, @ctlst, @mehmoodosman, @memosr, @teknium1
-
----
-
-**Full Changelog**: [v2026.3.23...v2026.3.28](https://github.com/NousResearch/hermes-agent/compare/v2026.3.23...v2026.3.28)

RELEASE_v0.6.0.md

@@ -1,249 +0,0 @@
-# Hermes Agent v0.6.0 (v2026.3.30)
-
-**Release Date:** March 30, 2026
-
-> The multi-instance release — Profiles for running isolated agent instances, MCP server mode, Docker container, fallback provider chains, two new messaging platforms (Feishu/Lark and WeCom), Telegram webhook mode, Slack multi-workspace OAuth, 95 PRs and 16 resolved issues in 2 days.
-
----
-
-## ✨ Highlights
-
-- **Profiles — Multi-Instance Hermes** — Run multiple isolated Hermes instances from the same installation. Each profile gets its own config, memory, sessions, skills, and gateway service. Create with `hermes profile create`, switch with `hermes -p <name>`, export/import for sharing. Full token-lock isolation prevents two profiles from using the same bot credential. ([#3681](https://github.com/NousResearch/hermes-agent/pull/3681))
-
-- **MCP Server Mode** — Expose Hermes conversations and sessions to any MCP-compatible client (Claude Desktop, Cursor, VS Code, etc.) via `hermes mcp serve`. Browse conversations, read messages, search across sessions, and manage attachments — all through the Model Context Protocol. Supports both stdio and Streamable HTTP transports. ([#3795](https://github.com/NousResearch/hermes-agent/pull/3795))
-
-- **Docker Container** — Official Dockerfile for running Hermes Agent in a container. Supports both CLI and gateway modes with volume-mounted config. ([#3668](https://github.com/NousResearch/hermes-agent/pull/3668), closes [#850](https://github.com/NousResearch/hermes-agent/issues/850))
-
-- **Ordered Fallback Provider Chain** — Configure multiple inference providers with automatic failover. When your primary provider returns errors or is unreachable, Hermes automatically tries the next provider in the chain. Configure via `fallback_providers` in config.yaml. ([#3813](https://github.com/NousResearch/hermes-agent/pull/3813), closes [#1734](https://github.com/NousResearch/hermes-agent/issues/1734))
-
-- **Feishu/Lark Platform Support** — Full gateway adapter for Feishu (飞书) and Lark with event subscriptions, message cards, group chat, image/file attachments, and interactive card callbacks. ([#3799](https://github.com/NousResearch/hermes-agent/pull/3799), [#3817](https://github.com/NousResearch/hermes-agent/pull/3817), closes [#1788](https://github.com/NousResearch/hermes-agent/issues/1788))
-
-- **WeCom (Enterprise WeChat) Platform Support** — New gateway adapter for WeCom (企业微信) with text/image/voice messages, group chats, and callback verification. ([#3847](https://github.com/NousResearch/hermes-agent/pull/3847))
-
-- **Slack Multi-Workspace OAuth** — Connect a single Hermes gateway to multiple Slack workspaces via OAuth token file. Each workspace gets its own bot token, resolved dynamically per incoming event. ([#3903](https://github.com/NousResearch/hermes-agent/pull/3903))
-
-- **Telegram Webhook Mode & Group Controls** — Run the Telegram adapter in webhook mode as an alternative to polling — faster response times and better for production deployments behind a reverse proxy. New group mention gating controls when the bot responds: always, only when @mentioned, or via regex triggers. ([#3880](https://github.com/NousResearch/hermes-agent/pull/3880), [#3870](https://github.com/NousResearch/hermes-agent/pull/3870))
-
-- **Exa Search Backend** — Add Exa as an alternative web search and content extraction backend alongside Firecrawl and DuckDuckGo. Set `EXA_API_KEY` and configure as preferred backend. ([#3648](https://github.com/NousResearch/hermes-agent/pull/3648))
-
-- **Skills & Credentials on Remote Backends** — Mount skill directories and credential files into Modal and Docker containers, so remote terminal sessions have access to the same skills and secrets as local execution. ([#3890](https://github.com/NousResearch/hermes-agent/pull/3890), [#3671](https://github.com/NousResearch/hermes-agent/pull/3671), closes [#3665](https://github.com/NousResearch/hermes-agent/issues/3665), [#3433](https://github.com/NousResearch/hermes-agent/issues/3433))
-
----
-
-## 🏗️ Core Agent & Architecture
-
-### Provider & Model Support
-- **Ordered fallback provider chain** — automatic failover across multiple configured providers ([#3813](https://github.com/NousResearch/hermes-agent/pull/3813))
-- **Fix api_mode on provider switch** — switching providers via `hermes model` now correctly clears stale `api_mode` instead of hardcoding `chat_completions`, fixing 404s for providers with Anthropic-compatible endpoints ([#3726](https://github.com/NousResearch/hermes-agent/pull/3726), [#3857](https://github.com/NousResearch/hermes-agent/pull/3857), closes [#3685](https://github.com/NousResearch/hermes-agent/issues/3685))
-- **Stop silent OpenRouter fallback** — when no provider is configured, Hermes now raises a clear error instead of silently routing to OpenRouter ([#3807](https://github.com/NousResearch/hermes-agent/pull/3807), [#3862](https://github.com/NousResearch/hermes-agent/pull/3862))
-- **Gemini 3.1 preview models** — added to OpenRouter and Nous Portal catalogs ([#3803](https://github.com/NousResearch/hermes-agent/pull/3803), closes [#3753](https://github.com/NousResearch/hermes-agent/issues/3753))
-- **Gemini direct API context length** — full context length resolution for direct Google AI endpoints ([#3876](https://github.com/NousResearch/hermes-agent/pull/3876))
-- **gpt-5.4-mini** added to Codex fallback catalog ([#3855](https://github.com/NousResearch/hermes-agent/pull/3855))
-- **Curated model lists preferred** over live API probe when the probe returns fewer models ([#3856](https://github.com/NousResearch/hermes-agent/pull/3856), [#3867](https://github.com/NousResearch/hermes-agent/pull/3867))
-- **User-friendly 429 rate limit messages** with Retry-After countdown ([#3809](https://github.com/NousResearch/hermes-agent/pull/3809))
-- **Auxiliary client placeholder key** for local servers without auth requirements ([#3842](https://github.com/NousResearch/hermes-agent/pull/3842))
-- **INFO-level logging** for auxiliary provider resolution ([#3866](https://github.com/NousResearch/hermes-agent/pull/3866))
-
-### Agent Loop & Conversation
-- **Subagent status reporting** — reports `completed` status when summary exists instead of generic failure ([#3829](https://github.com/NousResearch/hermes-agent/pull/3829))
-- **Session log file updated during compression** — prevents stale file references after context compression ([#3835](https://github.com/NousResearch/hermes-agent/pull/3835))
-- **Omit empty tools param** — sends no `tools` parameter when empty instead of `None`, fixing compatibility with strict providers ([#3820](https://github.com/NousResearch/hermes-agent/pull/3820))
-
-### Profiles & Multi-Instance
-- **Profiles system** — `hermes profile create/list/switch/delete/export/import/rename`. Each profile gets isolated HERMES_HOME, gateway service, CLI wrapper. Token locks prevent credential collisions. Tab completion for profile names. ([#3681](https://github.com/NousResearch/hermes-agent/pull/3681))
-- **Profile-aware display paths** — all user-facing `~/.hermes` paths replaced with `display_hermes_home()` to show the correct profile directory ([#3623](https://github.com/NousResearch/hermes-agent/pull/3623))
-- **Lazy display_hermes_home imports** — prevents `ImportError` during `hermes update` when modules cache stale bytecode ([#3776](https://github.com/NousResearch/hermes-agent/pull/3776))
-- **HERMES_HOME for protected paths** — `.env` write-deny path now respects HERMES_HOME instead of hardcoded `~/.hermes` ([#3840](https://github.com/NousResearch/hermes-agent/pull/3840))
-
----
-
-## 📱 Messaging Platforms (Gateway)
-
-### New Platforms
-- **Feishu/Lark** — Full adapter with event subscriptions, message cards, group chat, image/file attachments, interactive card callbacks ([#3799](https://github.com/NousResearch/hermes-agent/pull/3799), [#3817](https://github.com/NousResearch/hermes-agent/pull/3817))
-- **WeCom (Enterprise WeChat)** — Text/image/voice messages, group chats, callback verification ([#3847](https://github.com/NousResearch/hermes-agent/pull/3847))
-
-### Telegram
-- **Webhook mode** — run as webhook endpoint instead of polling for production deployments ([#3880](https://github.com/NousResearch/hermes-agent/pull/3880))
-- **Group mention gating & regex triggers** — configurable bot response behavior in groups: always, @mention-only, or regex-matched ([#3870](https://github.com/NousResearch/hermes-agent/pull/3870))
-- **Gracefully handle deleted reply targets** — no more crashes when the message being replied to was deleted ([#3858](https://github.com/NousResearch/hermes-agent/pull/3858), closes [#3229](https://github.com/NousResearch/hermes-agent/issues/3229))
-
-### Discord
-- **Message processing reactions** — adds a reaction emoji while processing and removes it when done, giving visual feedback in channels ([#3871](https://github.com/NousResearch/hermes-agent/pull/3871))
-- **DISCORD_IGNORE_NO_MENTION** — skip messages that @mention other users/bots but not Hermes ([#3640](https://github.com/NousResearch/hermes-agent/pull/3640))
-- **Clean up deferred "thinking..."** — properly removes the "thinking..." indicator after slash commands complete ([#3674](https://github.com/NousResearch/hermes-agent/pull/3674), closes [#3595](https://github.com/NousResearch/hermes-agent/issues/3595))
-
-### Slack
-- **Multi-workspace OAuth** — connect to multiple Slack workspaces from a single gateway via OAuth token file ([#3903](https://github.com/NousResearch/hermes-agent/pull/3903))
-
-### WhatsApp
-- **Persistent aiohttp session** — reuse HTTP sessions across requests instead of creating new ones per message ([#3818](https://github.com/NousResearch/hermes-agent/pull/3818))
-- **LID↔phone alias resolution** — correctly match Linked ID and phone number formats in allowlists ([#3830](https://github.com/NousResearch/hermes-agent/pull/3830))
-- **Skip reply prefix in bot mode** — cleaner message formatting when running as a WhatsApp bot ([#3931](https://github.com/NousResearch/hermes-agent/pull/3931))
-
-### Matrix
-- **Native voice messages via MSC3245** — send voice messages as proper Matrix voice events instead of file attachments ([#3877](https://github.com/NousResearch/hermes-agent/pull/3877))
-
-### Mattermost
-- **Configurable mention behavior** — respond to messages without requiring @mention ([#3664](https://github.com/NousResearch/hermes-agent/pull/3664))
-
-### Signal
-- **URL-encode phone numbers** and correct attachment RPC parameter — fixes delivery failures with certain phone number formats ([#3670](https://github.com/NousResearch/hermes-agent/pull/3670)) — @kshitijk4poor
-
-### Email
-- **Close SMTP/IMAP connections on failure** — prevents connection leaks during error scenarios ([#3804](https://github.com/NousResearch/hermes-agent/pull/3804))
-
-### Gateway Core
-- **Atomic config writes** — use atomic file writes for config.yaml to prevent data loss during crashes ([#3800](https://github.com/NousResearch/hermes-agent/pull/3800))
-- **Home channel env overrides** — apply environment variable overrides for home channels consistently ([#3796](https://github.com/NousResearch/hermes-agent/pull/3796), [#3808](https://github.com/NousResearch/hermes-agent/pull/3808))
-- **Replace print() with logger** — BasePlatformAdapter now uses proper logging instead of print statements ([#3669](https://github.com/NousResearch/hermes-agent/pull/3669))
-- **Cron delivery labels** — resolve human-friendly delivery labels via channel directory ([#3860](https://github.com/NousResearch/hermes-agent/pull/3860), closes [#1945](https://github.com/NousResearch/hermes-agent/issues/1945))
-- **Cron [SILENT] tightening** — prevent agents from prefixing reports with [SILENT] to suppress delivery ([#3901](https://github.com/NousResearch/hermes-agent/pull/3901))
-- **Background task media delivery** and vision download timeout fixes ([#3919](https://github.com/NousResearch/hermes-agent/pull/3919))
-- **Boot-md hook** — example built-in hook to run a BOOT.md file on gateway startup ([#3733](https://github.com/NousResearch/hermes-agent/pull/3733))
-
----
-
-## 🖥️ CLI & User Experience
-
-### Interactive CLI
-- **Configurable tool preview length** — show full file paths by default instead of truncating at 40 chars ([#3841](https://github.com/NousResearch/hermes-agent/pull/3841))
-- **Tool token context display** — `hermes tools` checklist now shows estimated token cost per toolset ([#3805](https://github.com/NousResearch/hermes-agent/pull/3805))
-- **/bg spinner TUI fix** — route background task spinner through the TUI widget to prevent status bar collision ([#3643](https://github.com/NousResearch/hermes-agent/pull/3643))
-- **Prevent status bar wrapping** into duplicate rows ([#3883](https://github.com/NousResearch/hermes-agent/pull/3883)) — @kshitijk4poor
-- **Handle closed stdout ValueError** in safe print paths — fixes crashes when stdout is closed during gateway thread shutdown ([#3843](https://github.com/NousResearch/hermes-agent/pull/3843), closes [#3534](https://github.com/NousResearch/hermes-agent/issues/3534))
-- **Remove input() from /tools disable** — eliminates freeze in terminal when disabling tools ([#3918](https://github.com/NousResearch/hermes-agent/pull/3918))
-- **TTY guard for interactive CLI commands** — prevent CPU spin when launched without a terminal ([#3933](https://github.com/NousResearch/hermes-agent/pull/3933))
-- **Argparse entrypoint** — use argparse in the top-level launcher for cleaner error handling ([#3874](https://github.com/NousResearch/hermes-agent/pull/3874))
-- **Lazy-initialized tools show yellow** in banner instead of red, reducing false alarm about "missing" tools ([#3822](https://github.com/NousResearch/hermes-agent/pull/3822))
-- **Honcho tools shown in banner** when configured ([#3810](https://github.com/NousResearch/hermes-agent/pull/3810))
-
-### Setup & Configuration
-- **Auto-install matrix-nio** during `hermes setup` when Matrix is selected ([#3802](https://github.com/NousResearch/hermes-agent/pull/3802), [#3873](https://github.com/NousResearch/hermes-agent/pull/3873))
-- **Session export stdout support** — export sessions to stdout with `-` for piping ([#3641](https://github.com/NousResearch/hermes-agent/pull/3641), closes [#3609](https://github.com/NousResearch/hermes-agent/issues/3609))
-- **Configurable approval timeouts** — set how long dangerous command approval prompts wait before auto-denying ([#3886](https://github.com/NousResearch/hermes-agent/pull/3886), closes [#3765](https://github.com/NousResearch/hermes-agent/issues/3765))
-- **Clear __pycache__ during update** — prevents stale bytecode ImportError after `hermes update` ([#3819](https://github.com/NousResearch/hermes-agent/pull/3819))
-
----
-
-## 🔧 Tool System
-
-### MCP
-- **MCP Server Mode** — `hermes mcp serve` exposes conversations, sessions, and attachments to MCP clients via stdio or Streamable HTTP ([#3795](https://github.com/NousResearch/hermes-agent/pull/3795))
-- **Dynamic tool discovery** — respond to `notifications/tools/list_changed` events to pick up new tools from MCP servers without reconnecting ([#3812](https://github.com/NousResearch/hermes-agent/pull/3812))
-- **Non-deprecated HTTP transport** — switched from `sse_client` to `streamable_http_client` ([#3646](https://github.com/NousResearch/hermes-agent/pull/3646))
-
-### Web Tools
-- **Exa search backend** — alternative to Firecrawl and DuckDuckGo for web search and extraction ([#3648](https://github.com/NousResearch/hermes-agent/pull/3648))
-
-### Browser
-- **Guard against None LLM responses** in browser snapshot and vision tools ([#3642](https://github.com/NousResearch/hermes-agent/pull/3642))
-
-### Terminal & Remote Backends
-- **Mount skill directories** into Modal and Docker containers ([#3890](https://github.com/NousResearch/hermes-agent/pull/3890))
-- **Mount credential files** into remote backends with mtime+size caching ([#3671](https://github.com/NousResearch/hermes-agent/pull/3671))
-- **Preserve partial output** when commands time out instead of losing everything ([#3868](https://github.com/NousResearch/hermes-agent/pull/3868))
-- **Stop marking persisted env vars as missing** on remote backends ([#3650](https://github.com/NousResearch/hermes-agent/pull/3650))
-
-### Audio
-- **.aac format support** in transcription tool ([#3865](https://github.com/NousResearch/hermes-agent/pull/3865), closes [#1963](https://github.com/NousResearch/hermes-agent/issues/1963))
-- **Audio download retry** — retry logic for `cache_audio_from_url` matching the existing image download pattern ([#3401](https://github.com/NousResearch/hermes-agent/pull/3401)) — @binhnt92
-
-### Vision
-- **Reject non-image files** and enforce website-only policy for vision analysis ([#3845](https://github.com/NousResearch/hermes-agent/pull/3845))
-
-### Tool Schema
-- **Ensure name field** always present in tool definitions, fixing `KeyError: 'name'` crashes ([#3811](https://github.com/NousResearch/hermes-agent/pull/3811), closes [#3729](https://github.com/NousResearch/hermes-agent/issues/3729))
-
-### ACP (Editor Integration)
-- **Complete session management surface** for VS Code/Zed/JetBrains clients — proper task lifecycle, cancel support, session persistence ([#3675](https://github.com/NousResearch/hermes-agent/pull/3675))
-
----
-
-## 🧩 Skills & Plugins
-
-### Skills System
-- **External skill directories** — configure additional skill directories via `skills.external_dirs` in config.yaml ([#3678](https://github.com/NousResearch/hermes-agent/pull/3678))
-- **Category path traversal blocked** — prevents `../` attacks in skill category names ([#3844](https://github.com/NousResearch/hermes-agent/pull/3844))
-- **parallel-cli moved to optional-skills** — reduces default skill footprint ([#3673](https://github.com/NousResearch/hermes-agent/pull/3673)) — @kshitijk4poor
-
-### New Skills
-- **memento-flashcards** — spaced repetition flashcard system ([#3827](https://github.com/NousResearch/hermes-agent/pull/3827))
-- **songwriting-and-ai-music** — songwriting craft and AI music generation prompts ([#3834](https://github.com/NousResearch/hermes-agent/pull/3834))
-- **SiYuan Note** — integration with SiYuan note-taking app ([#3742](https://github.com/NousResearch/hermes-agent/pull/3742))
-- **Scrapling** — web scraping skill using Scrapling library ([#3742](https://github.com/NousResearch/hermes-agent/pull/3742))
-- **one-three-one-rule** — communication framework skill ([#3797](https://github.com/NousResearch/hermes-agent/pull/3797))
-
-### Plugin System
-- **Plugin enable/disable commands** — `hermes plugins enable/disable <name>` for managing plugin state without removing them ([#3747](https://github.com/NousResearch/hermes-agent/pull/3747))
-- **Plugin message injection** — plugins can now inject messages into the conversation stream on behalf of the user via `ctx.inject_message()` ([#3778](https://github.com/NousResearch/hermes-agent/pull/3778)) — @winglian
-- **Honcho self-hosted support** — allow local Honcho instances without requiring an API key ([#3644](https://github.com/NousResearch/hermes-agent/pull/3644))
-
----
-
-## 🔒 Security & Reliability
-
-### Security Hardening
-- **Hardened dangerous command detection** — expanded pattern matching for risky shell commands and added file tool path guards for sensitive locations (`/etc/`, `/boot/`, docker.sock) ([#3872](https://github.com/NousResearch/hermes-agent/pull/3872))
-- **Sensitive path write checks** in approval system — catch writes to system config files through file tools, not just terminal ([#3859](https://github.com/NousResearch/hermes-agent/pull/3859))
-- **Secret redaction expansion** — now covers ElevenLabs, Tavily, and Exa API keys ([#3920](https://github.com/NousResearch/hermes-agent/pull/3920))
-- **Vision file rejection** — reject non-image files passed to vision analysis to prevent information disclosure ([#3845](https://github.com/NousResearch/hermes-agent/pull/3845))
-- **Category path traversal blocking** — prevent directory traversal in skill category names ([#3844](https://github.com/NousResearch/hermes-agent/pull/3844))
-
-### Reliability
-- **Atomic config.yaml writes** — prevent data loss during gateway crashes ([#3800](https://github.com/NousResearch/hermes-agent/pull/3800))
-- **Clear __pycache__ on update** — prevent stale bytecode from causing ImportError after updates ([#3819](https://github.com/NousResearch/hermes-agent/pull/3819))
-- **Lazy imports for update safety** — prevent ImportError chains during `hermes update` when modules reference new functions ([#3776](https://github.com/NousResearch/hermes-agent/pull/3776))
-- **Restore terminalbench2 from patch corruption** — recovered file damaged by patch tool's secret redaction ([#3801](https://github.com/NousResearch/hermes-agent/pull/3801))
-- **Terminal timeout preserves partial output** — no more lost command output on timeout ([#3868](https://github.com/NousResearch/hermes-agent/pull/3868))
-
----
-
-## 🐛 Notable Bug Fixes
-
-- **OpenClaw migration model config overwrite** — migration no longer overwrites model config dict with a string ([#3924](https://github.com/NousResearch/hermes-agent/pull/3924)) — @0xbyt4
-- **OpenClaw migration expanded** — covers full data footprint including sessions, cron, memory ([#3869](https://github.com/NousResearch/hermes-agent/pull/3869))
-- **Telegram deleted reply targets** — gracefully handle replies to deleted messages instead of crashing ([#3858](https://github.com/NousResearch/hermes-agent/pull/3858))
-- **Discord "thinking..." persistence** — properly cleans up deferred response indicators ([#3674](https://github.com/NousResearch/hermes-agent/pull/3674))
-- **WhatsApp LID↔phone aliases** — fixes allowlist matching failures with Linked ID format ([#3830](https://github.com/NousResearch/hermes-agent/pull/3830))
-- **Signal URL-encoded phone numbers** — fixes delivery failures with certain formats ([#3670](https://github.com/NousResearch/hermes-agent/pull/3670))
-- **Email connection leaks** — properly close SMTP/IMAP connections on error ([#3804](https://github.com/NousResearch/hermes-agent/pull/3804))
-- **_safe_print ValueError** — no more gateway thread crashes on closed stdout ([#3843](https://github.com/NousResearch/hermes-agent/pull/3843))
-- **Tool schema KeyError 'name'** — ensure name field always present in tool definitions ([#3811](https://github.com/NousResearch/hermes-agent/pull/3811))
-- **api_mode stale on provider switch** — correctly clear when switching providers via `hermes model` ([#3857](https://github.com/NousResearch/hermes-agent/pull/3857))
-
----
-
-## 🧪 Testing
-
-- Resolved 10+ CI failures across hooks, tiktoken, plugins, and skill tests ([#3848](https://github.com/NousResearch/hermes-agent/pull/3848), [#3721](https://github.com/NousResearch/hermes-agent/pull/3721), [#3936](https://github.com/NousResearch/hermes-agent/pull/3936))
-
----
-
-## 📚 Documentation
-
-- **Comprehensive OpenClaw migration guide** — step-by-step guide for migrating from OpenClaw/Claw3D to Hermes Agent ([#3864](https://github.com/NousResearch/hermes-agent/pull/3864), [#3900](https://github.com/NousResearch/hermes-agent/pull/3900))
-- **Credential file passthrough docs** — document how to forward credential files and env vars to remote backends ([#3677](https://github.com/NousResearch/hermes-agent/pull/3677))
-- **DuckDuckGo requirements clarified** — note runtime dependency on duckduckgo-search package ([#3680](https://github.com/NousResearch/hermes-agent/pull/3680))
-- **Skills catalog updated** — added red-teaming category and optional skills listing ([#3745](https://github.com/NousResearch/hermes-agent/pull/3745))
-- **Feishu docs MDX fix** — escape angle-bracket URLs that break Docusaurus build ([#3902](https://github.com/NousResearch/hermes-agent/pull/3902))
-
----
-
-## 👥 Contributors
-
-### Core
-- **@teknium1** — 90 PRs across all subsystems
-
-### Community Contributors
-- **@kshitijk4poor** — 3 PRs: Signal phone number fix ([#3670](https://github.com/NousResearch/hermes-agent/pull/3670)), parallel-cli to optional-skills ([#3673](https://github.com/NousResearch/hermes-agent/pull/3673)), status bar wrapping fix ([#3883](https://github.com/NousResearch/hermes-agent/pull/3883))
-- **@winglian** — 1 PR: Plugin message injection interface ([#3778](https://github.com/NousResearch/hermes-agent/pull/3778))
-- **@binhnt92** — 1 PR: Audio download retry logic ([#3401](https://github.com/NousResearch/hermes-agent/pull/3401))
-- **@0xbyt4** — 1 PR: OpenClaw migration model config fix ([#3924](https://github.com/NousResearch/hermes-agent/pull/3924))
-
-### Issues Resolved from Community
-@Material-Scientist ([#850](https://github.com/NousResearch/hermes-agent/issues/850)), @hanxu98121 ([#1734](https://github.com/NousResearch/hermes-agent/issues/1734)), @penwyp ([#1788](https://github.com/NousResearch/hermes-agent/issues/1788)), @dan-and ([#1945](https://github.com/NousResearch/hermes-agent/issues/1945)), @AdrianScott ([#1963](https://github.com/NousResearch/hermes-agent/issues/1963)), @clawdbot47 ([#3229](https://github.com/NousResearch/hermes-agent/issues/3229)), @alanfwilliams ([#3404](https://github.com/NousResearch/hermes-agent/issues/3404)), @kentimsit ([#3433](https://github.com/NousResearch/hermes-agent/issues/3433)), @hayka-pacha ([#3534](https://github.com/NousResearch/hermes-agent/issues/3534)), @primmer ([#3595](https://github.com/NousResearch/hermes-agent/issues/3595)), @dagelf ([#3609](https://github.com/NousResearch/hermes-agent/issues/3609)), @HenkDz ([#3685](https://github.com/NousResearch/hermes-agent/issues/3685)), @tmdgusya ([#3729](https://github.com/NousResearch/hermes-agent/issues/3729)), @TypQxQ ([#3753](https://github.com/NousResearch/hermes-agent/issues/3753)), @acsezen ([#3765](https://github.com/NousResearch/hermes-agent/issues/3765))
-
----
-
-**Full Changelog**: [v2026.3.28...v2026.3.30](https://github.com/NousResearch/hermes-agent/compare/v2026.3.28...v2026.3.30)

RELEASE_v0.7.0.md

@@ -1,290 +0,0 @@
-# Hermes Agent v0.7.0 (v2026.4.3)
-
-**Release Date:** April 3, 2026
-
-> The resilience release — pluggable memory providers, credential pool rotation, Camofox anti-detection browser, inline diff previews, gateway hardening across race conditions and approval routing, and deep security fixes across 168 PRs and 46 resolved issues.
-
----
-
-## ✨ Highlights
-
-- **Pluggable Memory Provider Interface** — Memory is now an extensible plugin system. Third-party memory backends (Honcho, vector stores, custom DBs) implement a simple provider ABC and register via the plugin system. Built-in memory is the default provider. Honcho integration restored to full parity as the reference plugin with profile-scoped host/peer resolution. ([#4623](https://github.com/NousResearch/hermes-agent/pull/4623), [#4616](https://github.com/NousResearch/hermes-agent/pull/4616), [#4355](https://github.com/NousResearch/hermes-agent/pull/4355))
-
-- **Same-Provider Credential Pools** — Configure multiple API keys for the same provider with automatic rotation. Thread-safe `least_used` strategy distributes load across keys, and 401 failures trigger automatic rotation to the next credential. Set up via the setup wizard or `credential_pool` config. ([#4188](https://github.com/NousResearch/hermes-agent/pull/4188), [#4300](https://github.com/NousResearch/hermes-agent/pull/4300), [#4361](https://github.com/NousResearch/hermes-agent/pull/4361))
-
-- **Camofox Anti-Detection Browser Backend** — New local browser backend using Camoufox for stealth browsing. Persistent sessions with VNC URL discovery for visual debugging, configurable SSRF bypass for local backends, auto-install via `hermes tools`. ([#4008](https://github.com/NousResearch/hermes-agent/pull/4008), [#4419](https://github.com/NousResearch/hermes-agent/pull/4419), [#4292](https://github.com/NousResearch/hermes-agent/pull/4292))
-
-- **Inline Diff Previews** — File write and patch operations now show inline diffs in the tool activity feed, giving you visual confirmation of what changed before the agent moves on. ([#4411](https://github.com/NousResearch/hermes-agent/pull/4411), [#4423](https://github.com/NousResearch/hermes-agent/pull/4423))
-
-- **API Server Session Continuity & Tool Streaming** — The API server (Open WebUI integration) now streams tool progress events in real-time and supports `X-Hermes-Session-Id` headers for persistent sessions across requests. Sessions persist to the shared SessionDB. ([#4092](https://github.com/NousResearch/hermes-agent/pull/4092), [#4478](https://github.com/NousResearch/hermes-agent/pull/4478), [#4802](https://github.com/NousResearch/hermes-agent/pull/4802))
-
-- **ACP: Client-Provided MCP Servers** — Editor integrations (VS Code, Zed, JetBrains) can now register their own MCP servers, which Hermes picks up as additional agent tools. Your editor's MCP ecosystem flows directly into the agent. ([#4705](https://github.com/NousResearch/hermes-agent/pull/4705))
-
-- **Gateway Hardening** — Major stability pass across race conditions, photo media delivery, flood control, stuck sessions, approval routing, and compression death spirals. The gateway is substantially more reliable in production. ([#4727](https://github.com/NousResearch/hermes-agent/pull/4727), [#4750](https://github.com/NousResearch/hermes-agent/pull/4750), [#4798](https://github.com/NousResearch/hermes-agent/pull/4798), [#4557](https://github.com/NousResearch/hermes-agent/pull/4557))
-
-- **Security: Secret Exfiltration Blocking** — Browser URLs and LLM responses are now scanned for secret patterns, blocking exfiltration attempts via URL encoding, base64, or prompt injection. Credential directory protections expanded to `.docker`, `.azure`, `.config/gh`. Execute_code sandbox output is redacted. ([#4483](https://github.com/NousResearch/hermes-agent/pull/4483), [#4360](https://github.com/NousResearch/hermes-agent/pull/4360), [#4305](https://github.com/NousResearch/hermes-agent/pull/4305), [#4327](https://github.com/NousResearch/hermes-agent/pull/4327))
-
----
-
-## 🏗️ Core Agent & Architecture
-
-### Provider & Model Support
-- **Same-provider credential pools** — configure multiple API keys with automatic `least_used` rotation and 401 failover ([#4188](https://github.com/NousResearch/hermes-agent/pull/4188), [#4300](https://github.com/NousResearch/hermes-agent/pull/4300))
-- **Credential pool preserved through smart routing** — pool state survives fallback provider switches and defers eager fallback on 429 ([#4361](https://github.com/NousResearch/hermes-agent/pull/4361))
-- **Per-turn primary runtime restoration** — after fallback provider use, the agent automatically restores the primary provider on the next turn with transport recovery ([#4624](https://github.com/NousResearch/hermes-agent/pull/4624))
-- **`developer` role for GPT-5 and Codex models** — uses OpenAI's recommended system message role for newer models ([#4498](https://github.com/NousResearch/hermes-agent/pull/4498))
-- **Google model operational guidance** — Gemini and Gemma models get provider-specific prompting guidance ([#4641](https://github.com/NousResearch/hermes-agent/pull/4641))
-- **Anthropic long-context tier 429 handling** — automatically reduces context to 200k when hitting tier limits ([#4747](https://github.com/NousResearch/hermes-agent/pull/4747))
-- **URL-based auth for third-party Anthropic endpoints** + CI test fixes ([#4148](https://github.com/NousResearch/hermes-agent/pull/4148))
-- **Bearer auth for MiniMax Anthropic endpoints** ([#4028](https://github.com/NousResearch/hermes-agent/pull/4028))
-- **Fireworks context length detection** ([#4158](https://github.com/NousResearch/hermes-agent/pull/4158))
-- **Standard DashScope international endpoint** for Alibaba provider ([#4133](https://github.com/NousResearch/hermes-agent/pull/4133), closes [#3912](https://github.com/NousResearch/hermes-agent/issues/3912))
-- **Custom providers context_length** honored in hygiene compression ([#4085](https://github.com/NousResearch/hermes-agent/pull/4085))
-- **Non-sk-ant keys** treated as regular API keys, not OAuth tokens ([#4093](https://github.com/NousResearch/hermes-agent/pull/4093))
-- **Claude-sonnet-4.6** added to OpenRouter and Nous model lists ([#4157](https://github.com/NousResearch/hermes-agent/pull/4157))
-- **Qwen 3.6 Plus Preview** added to model lists ([#4376](https://github.com/NousResearch/hermes-agent/pull/4376))
-- **MiniMax M2.7** added to hermes model picker and OpenCode ([#4208](https://github.com/NousResearch/hermes-agent/pull/4208))
-- **Auto-detect models from server probe** in custom endpoint setup ([#4218](https://github.com/NousResearch/hermes-agent/pull/4218))
-- **Config.yaml single source of truth** for endpoint URLs — no more env var vs config.yaml conflicts ([#4165](https://github.com/NousResearch/hermes-agent/pull/4165))
-- **Setup wizard no longer overwrites** custom endpoint config ([#4180](https://github.com/NousResearch/hermes-agent/pull/4180), closes [#4172](https://github.com/NousResearch/hermes-agent/issues/4172))
-- **Unified setup wizard provider selection** with `hermes model` — single code path for both flows ([#4200](https://github.com/NousResearch/hermes-agent/pull/4200))
-- **Root-level provider config** no longer overrides `model.provider` ([#4329](https://github.com/NousResearch/hermes-agent/pull/4329))
-- **Rate-limit pairing rejection messages** to prevent spam ([#4081](https://github.com/NousResearch/hermes-agent/pull/4081))
-
-### Agent Loop & Conversation
-- **Preserve Anthropic thinking block signatures** across tool-use turns ([#4626](https://github.com/NousResearch/hermes-agent/pull/4626))
-- **Classify think-only empty responses** before retrying — prevents infinite retry loops on models that produce thinking blocks without content ([#4645](https://github.com/NousResearch/hermes-agent/pull/4645))
-- **Prevent compression death spiral** from API disconnects — stops the loop where compression triggers, fails, compresses again ([#4750](https://github.com/NousResearch/hermes-agent/pull/4750), closes [#2153](https://github.com/NousResearch/hermes-agent/issues/2153))
-- **Persist compressed context** to gateway session after mid-run compression ([#4095](https://github.com/NousResearch/hermes-agent/pull/4095))
-- **Context-exceeded error messages** now include actionable guidance ([#4155](https://github.com/NousResearch/hermes-agent/pull/4155), closes [#4061](https://github.com/NousResearch/hermes-agent/issues/4061))
-- **Strip orphaned think/reasoning tags** from user-facing responses ([#4311](https://github.com/NousResearch/hermes-agent/pull/4311), closes [#4285](https://github.com/NousResearch/hermes-agent/issues/4285))
-- **Harden Codex responses preflight** and stream error handling ([#4313](https://github.com/NousResearch/hermes-agent/pull/4313))
-- **Deterministic call_id fallbacks** instead of random UUIDs for prompt cache consistency ([#3991](https://github.com/NousResearch/hermes-agent/pull/3991))
-- **Context pressure warning spam** prevented after compression ([#4012](https://github.com/NousResearch/hermes-agent/pull/4012))
-- **AsyncOpenAI created lazily** in trajectory compressor to avoid closed event loop errors ([#4013](https://github.com/NousResearch/hermes-agent/pull/4013))
-
-### Memory & Sessions
-- **Pluggable memory provider interface** — ABC-based plugin system for custom memory backends with profile isolation ([#4623](https://github.com/NousResearch/hermes-agent/pull/4623))
-- **Honcho full integration parity** restored as reference memory provider plugin ([#4355](https://github.com/NousResearch/hermes-agent/pull/4355)) — @erosika
-- **Honcho profile-scoped** host and peer resolution ([#4616](https://github.com/NousResearch/hermes-agent/pull/4616))
-- **Memory flush state persisted** to prevent redundant re-flushes on gateway restart ([#4481](https://github.com/NousResearch/hermes-agent/pull/4481))
-- **Memory provider tools** routed through sequential execution path ([#4803](https://github.com/NousResearch/hermes-agent/pull/4803))
-- **Honcho config** written to instance-local path for profile isolation ([#4037](https://github.com/NousResearch/hermes-agent/pull/4037))
-- **API server sessions** persist to shared SessionDB ([#4802](https://github.com/NousResearch/hermes-agent/pull/4802))
-- **Token usage persisted** for non-CLI sessions ([#4627](https://github.com/NousResearch/hermes-agent/pull/4627))
-- **Quote dotted terms in FTS5 queries** — fixes session search for terms containing dots ([#4549](https://github.com/NousResearch/hermes-agent/pull/4549))
-
----
-
-## 📱 Messaging Platforms (Gateway)
-
-### Gateway Core
-- **Race condition fixes** — photo media loss, flood control, stuck sessions, and STT config issues resolved in one hardening pass ([#4727](https://github.com/NousResearch/hermes-agent/pull/4727))
-- **Approval routing through running-agent guard** — `/approve` and `/deny` now route correctly when the agent is blocked waiting for approval instead of being swallowed as interrupts ([#4798](https://github.com/NousResearch/hermes-agent/pull/4798), [#4557](https://github.com/NousResearch/hermes-agent/pull/4557), closes [#4542](https://github.com/NousResearch/hermes-agent/issues/4542))
-- **Resume agent after /approve** — tool result is no longer lost when executing blocked commands ([#4418](https://github.com/NousResearch/hermes-agent/pull/4418))
-- **DM thread sessions seeded** with parent transcript to preserve context ([#4559](https://github.com/NousResearch/hermes-agent/pull/4559))
-- **Skill-aware slash commands** — gateway dynamically registers installed skills as slash commands with paginated `/commands` list and Telegram 100-command cap ([#3934](https://github.com/NousResearch/hermes-agent/pull/3934), [#4005](https://github.com/NousResearch/hermes-agent/pull/4005), [#4006](https://github.com/NousResearch/hermes-agent/pull/4006), [#4010](https://github.com/NousResearch/hermes-agent/pull/4010), [#4023](https://github.com/NousResearch/hermes-agent/pull/4023))
-- **Per-platform disabled skills** respected in Telegram menu and gateway dispatch ([#4799](https://github.com/NousResearch/hermes-agent/pull/4799))
-- **Remove user-facing compression warnings** — cleaner message flow ([#4139](https://github.com/NousResearch/hermes-agent/pull/4139))
-- **`-v/-q` flags wired to stderr logging** for gateway service ([#4474](https://github.com/NousResearch/hermes-agent/pull/4474))
-- **HERMES_HOME remapped** to target user in system service unit ([#4456](https://github.com/NousResearch/hermes-agent/pull/4456))
-- **Honor default for invalid bool-like config values** ([#4029](https://github.com/NousResearch/hermes-agent/pull/4029))
-- **setsid instead of systemd-run** for `/update` command to avoid systemd permission issues ([#4104](https://github.com/NousResearch/hermes-agent/pull/4104), closes [#4017](https://github.com/NousResearch/hermes-agent/issues/4017))
-- **'Initializing agent...'** shown on first message for better UX ([#4086](https://github.com/NousResearch/hermes-agent/pull/4086))
-- **Allow running gateway service as root** for LXC/container environments ([#4732](https://github.com/NousResearch/hermes-agent/pull/4732))
-
-### Telegram
-- **32-char limit on command names** with collision avoidance ([#4211](https://github.com/NousResearch/hermes-agent/pull/4211))
-- **Priority order enforced** in menu — core > plugins > skills ([#4023](https://github.com/NousResearch/hermes-agent/pull/4023))
-- **Capped at 50 commands** — API rejects above ~60 ([#4006](https://github.com/NousResearch/hermes-agent/pull/4006))
-- **Skip empty/whitespace text** to prevent 400 errors ([#4388](https://github.com/NousResearch/hermes-agent/pull/4388))
-- **E2E gateway tests** added ([#4497](https://github.com/NousResearch/hermes-agent/pull/4497)) — @pefontana
-
-### Discord
-- **Button-based approval UI** — register `/approve` and `/deny` slash commands with interactive button prompts ([#4800](https://github.com/NousResearch/hermes-agent/pull/4800))
-- **Configurable reactions** — `discord.reactions` config option to disable message processing reactions ([#4199](https://github.com/NousResearch/hermes-agent/pull/4199))
-- **Skip reactions and auto-threading** for unauthorized users ([#4387](https://github.com/NousResearch/hermes-agent/pull/4387))
-
-### Slack
-- **Reply in thread** — `slack.reply_in_thread` config option for threaded responses ([#4643](https://github.com/NousResearch/hermes-agent/pull/4643), closes [#2662](https://github.com/NousResearch/hermes-agent/issues/2662))
-
-### WhatsApp
-- **Enforce require_mention in group chats** ([#4730](https://github.com/NousResearch/hermes-agent/pull/4730))
-
-### Webhook
-- **Platform support fixes** — skip home channel prompt, disable tool progress for webhook adapters ([#4660](https://github.com/NousResearch/hermes-agent/pull/4660))
-
-### Matrix
-- **E2EE decryption hardening** — request missing keys, auto-trust devices, retry buffered events ([#4083](https://github.com/NousResearch/hermes-agent/pull/4083))
-
----
-
-## 🖥️ CLI & User Experience
-
-### New Slash Commands
-- **`/yolo`** — toggle dangerous command approvals on/off for the session ([#3990](https://github.com/NousResearch/hermes-agent/pull/3990))
-- **`/btw`** — ephemeral side questions that don't affect the main conversation context ([#4161](https://github.com/NousResearch/hermes-agent/pull/4161))
-- **`/profile`** — show active profile info without leaving the chat session ([#4027](https://github.com/NousResearch/hermes-agent/pull/4027))
-
-### Interactive CLI
-- **Inline diff previews** for write and patch operations in the tool activity feed ([#4411](https://github.com/NousResearch/hermes-agent/pull/4411), [#4423](https://github.com/NousResearch/hermes-agent/pull/4423))
-- **TUI pinned to bottom** on startup — no more large blank spaces between response and input ([#4412](https://github.com/NousResearch/hermes-agent/pull/4412), [#4359](https://github.com/NousResearch/hermes-agent/pull/4359), closes [#4398](https://github.com/NousResearch/hermes-agent/issues/4398), [#4421](https://github.com/NousResearch/hermes-agent/issues/4421))
-- **`/history` and `/resume`** now surface recent sessions directly instead of requiring search ([#4728](https://github.com/NousResearch/hermes-agent/pull/4728))
-- **Cache tokens shown** in `/insights` overview so total adds up ([#4428](https://github.com/NousResearch/hermes-agent/pull/4428))
-- **`--max-turns` CLI flag** for `hermes chat` to limit agent iterations ([#4314](https://github.com/NousResearch/hermes-agent/pull/4314))
-- **Detect dragged file paths** instead of treating them as slash commands ([#4533](https://github.com/NousResearch/hermes-agent/pull/4533)) — @rolme
-- **Allow empty strings and falsy values** in `config set` ([#4310](https://github.com/NousResearch/hermes-agent/pull/4310), closes [#4277](https://github.com/NousResearch/hermes-agent/issues/4277))
-- **Voice mode in WSL** when PulseAudio bridge is configured ([#4317](https://github.com/NousResearch/hermes-agent/pull/4317))
-- **Respect `NO_COLOR` env var** and `TERM=dumb` for accessibility ([#4079](https://github.com/NousResearch/hermes-agent/pull/4079), closes [#4066](https://github.com/NousResearch/hermes-agent/issues/4066)) — @SHL0MS
-- **Correct shell reload instruction** for macOS/zsh users ([#4025](https://github.com/NousResearch/hermes-agent/pull/4025))
-- **Zero exit code** on successful quiet mode queries ([#4613](https://github.com/NousResearch/hermes-agent/pull/4613), closes [#4601](https://github.com/NousResearch/hermes-agent/issues/4601)) — @devorun
-- **on_session_end hook fires** on interrupted exits ([#4159](https://github.com/NousResearch/hermes-agent/pull/4159))
-- **Profile list display** reads `model.default` key correctly ([#4160](https://github.com/NousResearch/hermes-agent/pull/4160))
-- **Browser and TTS** shown in reconfigure menu ([#4041](https://github.com/NousResearch/hermes-agent/pull/4041))
-- **Web backend priority** detection simplified ([#4036](https://github.com/NousResearch/hermes-agent/pull/4036))
-
-### Setup & Configuration
-- **Allowed_users preserved** during setup and quiet unconfigured provider warnings ([#4551](https://github.com/NousResearch/hermes-agent/pull/4551)) — @kshitijk4poor
-- **Save API key to model config** for custom endpoints ([#4202](https://github.com/NousResearch/hermes-agent/pull/4202), closes [#4182](https://github.com/NousResearch/hermes-agent/issues/4182))
-- **Claude Code credentials gated** behind explicit Hermes config in wizard trigger ([#4210](https://github.com/NousResearch/hermes-agent/pull/4210))
-- **Atomic writes in save_config_value** to prevent config loss on interrupt ([#4298](https://github.com/NousResearch/hermes-agent/pull/4298), [#4320](https://github.com/NousResearch/hermes-agent/pull/4320))
-- **Scopes field written** to Claude Code credentials on token refresh ([#4126](https://github.com/NousResearch/hermes-agent/pull/4126))
-
-### Update System
-- **Fork detection and upstream sync** in `hermes update` ([#4744](https://github.com/NousResearch/hermes-agent/pull/4744))
-- **Preserve working optional extras** when one extra fails during update ([#4550](https://github.com/NousResearch/hermes-agent/pull/4550))
-- **Handle conflicted git index** during hermes update ([#4735](https://github.com/NousResearch/hermes-agent/pull/4735))
-- **Avoid launchd restart race** on macOS ([#4736](https://github.com/NousResearch/hermes-agent/pull/4736))
-- **Missing subprocess.run() timeouts** added to doctor and status commands ([#4009](https://github.com/NousResearch/hermes-agent/pull/4009))
-
----
-
-## 🔧 Tool System
-
-### Browser
-- **Camofox anti-detection browser backend** — local stealth browsing with auto-install via `hermes tools` ([#4008](https://github.com/NousResearch/hermes-agent/pull/4008))
-- **Persistent Camofox sessions** with VNC URL discovery for visual debugging ([#4419](https://github.com/NousResearch/hermes-agent/pull/4419))
-- **Skip SSRF check for local backends** (Camofox, headless Chromium) ([#4292](https://github.com/NousResearch/hermes-agent/pull/4292))
-- **Configurable SSRF check** via `browser.allow_private_urls` ([#4198](https://github.com/NousResearch/hermes-agent/pull/4198)) — @nils010485
-- **CAMOFOX_PORT=9377** added to Docker commands ([#4340](https://github.com/NousResearch/hermes-agent/pull/4340))
-
-### File Operations
-- **Inline diff previews** on write and patch actions ([#4411](https://github.com/NousResearch/hermes-agent/pull/4411), [#4423](https://github.com/NousResearch/hermes-agent/pull/4423))
-- **Stale file detection** on write and patch — warns when file was modified externally since last read ([#4345](https://github.com/NousResearch/hermes-agent/pull/4345))
-- **Staleness timestamp refreshed** after writes ([#4390](https://github.com/NousResearch/hermes-agent/pull/4390))
-- **Size guard, dedup, and device blocking** on read_file ([#4315](https://github.com/NousResearch/hermes-agent/pull/4315))
-
-### MCP
-- **Stability fix pack** — reload timeout, shutdown cleanup, event loop handler, OAuth non-blocking ([#4757](https://github.com/NousResearch/hermes-agent/pull/4757), closes [#4462](https://github.com/NousResearch/hermes-agent/issues/4462), [#2537](https://github.com/NousResearch/hermes-agent/issues/2537))
-
-### ACP (Editor Integration)
-- **Client-provided MCP servers** registered as agent tools — editors pass their MCP servers to Hermes ([#4705](https://github.com/NousResearch/hermes-agent/pull/4705))
-
-### Skills System
-- **Size limits for agent writes** and **fuzzy matching for skill patch** — prevents oversized skill writes and improves edit reliability ([#4414](https://github.com/NousResearch/hermes-agent/pull/4414))
-- **Validate hub bundle paths** before install — blocks path traversal in skill bundles ([#3986](https://github.com/NousResearch/hermes-agent/pull/3986))
-- **Unified hermes-agent and hermes-agent-setup** into single skill ([#4332](https://github.com/NousResearch/hermes-agent/pull/4332))
-- **Skill metadata type check** in extract_skill_conditions ([#4479](https://github.com/NousResearch/hermes-agent/pull/4479))
-
-### New/Updated Skills
-- **research-paper-writing** — full end-to-end research pipeline (replaced ml-paper-writing) ([#4654](https://github.com/NousResearch/hermes-agent/pull/4654)) — @SHL0MS
-- **ascii-video** — text readability techniques and external layout oracle ([#4054](https://github.com/NousResearch/hermes-agent/pull/4054)) — @SHL0MS
-- **youtube-transcript** updated for youtube-transcript-api v1.x ([#4455](https://github.com/NousResearch/hermes-agent/pull/4455)) — @el-analista
-- **Skills browse and search page** added to documentation site ([#4500](https://github.com/NousResearch/hermes-agent/pull/4500)) — @IAvecilla
-
----
-
-## 🔒 Security & Reliability
-
-### Security Hardening
-- **Block secret exfiltration** via browser URLs and LLM responses — scans for secret patterns in URL encoding, base64, and prompt injection vectors ([#4483](https://github.com/NousResearch/hermes-agent/pull/4483))
-- **Redact secrets from execute_code sandbox output** ([#4360](https://github.com/NousResearch/hermes-agent/pull/4360))
-- **Protect `.docker`, `.azure`, `.config/gh` credential directories** from read/write via file tools and terminal ([#4305](https://github.com/NousResearch/hermes-agent/pull/4305), [#4327](https://github.com/NousResearch/hermes-agent/pull/4327)) — @memosr
-- **GitHub OAuth token patterns** added to redaction + snapshot redact flag ([#4295](https://github.com/NousResearch/hermes-agent/pull/4295))
-- **Reject private and loopback IPs** in Telegram DoH fallback ([#4129](https://github.com/NousResearch/hermes-agent/pull/4129))
-- **Reject path traversal** in credential file registration ([#4316](https://github.com/NousResearch/hermes-agent/pull/4316))
-- **Validate tar archive member paths** on profile import — blocks zip-slip attacks ([#4318](https://github.com/NousResearch/hermes-agent/pull/4318))
-- **Exclude auth.json and .env** from profile exports ([#4475](https://github.com/NousResearch/hermes-agent/pull/4475))
-
-### Reliability
-- **Prevent compression death spiral** from API disconnects ([#4750](https://github.com/NousResearch/hermes-agent/pull/4750), closes [#2153](https://github.com/NousResearch/hermes-agent/issues/2153))
-- **Handle `is_closed` as method** in OpenAI SDK — prevents false positive client closure detection ([#4416](https://github.com/NousResearch/hermes-agent/pull/4416), closes [#4377](https://github.com/NousResearch/hermes-agent/issues/4377))
-- **Exclude matrix from [all] extras** — python-olm is upstream-broken, prevents install failures ([#4615](https://github.com/NousResearch/hermes-agent/pull/4615), closes [#4178](https://github.com/NousResearch/hermes-agent/issues/4178))
-- **OpenCode model routing** repaired ([#4508](https://github.com/NousResearch/hermes-agent/pull/4508))
-- **Docker container image** optimized ([#4034](https://github.com/NousResearch/hermes-agent/pull/4034)) — @bcross
-
-### Windows & Cross-Platform
-- **Voice mode in WSL** with PulseAudio bridge ([#4317](https://github.com/NousResearch/hermes-agent/pull/4317))
-- **Homebrew packaging** preparation ([#4099](https://github.com/NousResearch/hermes-agent/pull/4099))
-- **CI fork conditionals** to prevent workflow failures on forks ([#4107](https://github.com/NousResearch/hermes-agent/pull/4107))
-
----
-
-## 🐛 Notable Bug Fixes
-
-- **Gateway approval blocked agent thread** — approval now blocks the agent thread like CLI does, preventing tool result loss ([#4557](https://github.com/NousResearch/hermes-agent/pull/4557), closes [#4542](https://github.com/NousResearch/hermes-agent/issues/4542))
-- **Compression death spiral** from API disconnects — detected and halted instead of looping ([#4750](https://github.com/NousResearch/hermes-agent/pull/4750), closes [#2153](https://github.com/NousResearch/hermes-agent/issues/2153))
-- **Anthropic thinking blocks lost** across tool-use turns ([#4626](https://github.com/NousResearch/hermes-agent/pull/4626))
-- **Profile model config ignored** with `-p` flag — model.model now promoted to model.default correctly ([#4160](https://github.com/NousResearch/hermes-agent/pull/4160), closes [#4486](https://github.com/NousResearch/hermes-agent/issues/4486))
-- **CLI blank space** between response and input area ([#4412](https://github.com/NousResearch/hermes-agent/pull/4412), [#4359](https://github.com/NousResearch/hermes-agent/pull/4359), closes [#4398](https://github.com/NousResearch/hermes-agent/issues/4398))
-- **Dragged file paths** treated as slash commands instead of file references ([#4533](https://github.com/NousResearch/hermes-agent/pull/4533)) — @rolme
-- **Orphaned `</think>` tags** leaking into user-facing responses ([#4311](https://github.com/NousResearch/hermes-agent/pull/4311), closes [#4285](https://github.com/NousResearch/hermes-agent/issues/4285))
-- **OpenAI SDK `is_closed`** is a method not property — false positive client closure ([#4416](https://github.com/NousResearch/hermes-agent/pull/4416), closes [#4377](https://github.com/NousResearch/hermes-agent/issues/4377))
-- **MCP OAuth server** could block Hermes startup instead of degrading gracefully ([#4757](https://github.com/NousResearch/hermes-agent/pull/4757), closes [#4462](https://github.com/NousResearch/hermes-agent/issues/4462))
-- **MCP event loop closed** on shutdown with HTTP servers ([#4757](https://github.com/NousResearch/hermes-agent/pull/4757), closes [#2537](https://github.com/NousResearch/hermes-agent/issues/2537))
-- **Alibaba provider** hardcoded to wrong endpoint ([#4133](https://github.com/NousResearch/hermes-agent/pull/4133), closes [#3912](https://github.com/NousResearch/hermes-agent/issues/3912))
-- **Slack reply_in_thread** missing config option ([#4643](https://github.com/NousResearch/hermes-agent/pull/4643), closes [#2662](https://github.com/NousResearch/hermes-agent/issues/2662))
-- **Quiet mode exit code** — successful `-q` queries no longer exit nonzero ([#4613](https://github.com/NousResearch/hermes-agent/pull/4613), closes [#4601](https://github.com/NousResearch/hermes-agent/issues/4601))
-- **Mobile sidebar** shows only close button due to backdrop-filter issue in docs site ([#4207](https://github.com/NousResearch/hermes-agent/pull/4207)) — @xsmyile
-- **Config restore reverted** by stale-branch squash merge — `_config_version` fixed ([#4440](https://github.com/NousResearch/hermes-agent/pull/4440))
-
----
-
-## 🧪 Testing
-
-- **Telegram gateway E2E tests** — full integration test suite for the Telegram adapter ([#4497](https://github.com/NousResearch/hermes-agent/pull/4497)) — @pefontana
-- **11 real test failures fixed** plus sys.modules cascade poisoner resolved ([#4570](https://github.com/NousResearch/hermes-agent/pull/4570))
-- **7 CI failures resolved** across hooks, plugins, and skill tests ([#3936](https://github.com/NousResearch/hermes-agent/pull/3936))
-- **Codex 401 refresh tests** updated for CI compatibility ([#4166](https://github.com/NousResearch/hermes-agent/pull/4166))
-- **Stale OPENAI_BASE_URL test** fixed ([#4217](https://github.com/NousResearch/hermes-agent/pull/4217))
-
----
-
-## 📚 Documentation
-
-- **Comprehensive documentation audit** — 9 HIGH and 20+ MEDIUM gaps fixed across 21 files ([#4087](https://github.com/NousResearch/hermes-agent/pull/4087))
-- **Site navigation restructured** — features and platforms promoted to top-level ([#4116](https://github.com/NousResearch/hermes-agent/pull/4116))
-- **Tool progress streaming** documented for API server and Open WebUI ([#4138](https://github.com/NousResearch/hermes-agent/pull/4138))
-- **Telegram webhook mode** documentation ([#4089](https://github.com/NousResearch/hermes-agent/pull/4089))
-- **Local LLM provider guides** — comprehensive setup guides with context length warnings ([#4294](https://github.com/NousResearch/hermes-agent/pull/4294))
-- **WhatsApp allowlist behavior** clarified with `WHATSAPP_ALLOW_ALL_USERS` documentation ([#4293](https://github.com/NousResearch/hermes-agent/pull/4293))
-- **Slack configuration options** — new config section in Slack docs ([#4644](https://github.com/NousResearch/hermes-agent/pull/4644))
-- **Terminal backends section** expanded + docs build fixes ([#4016](https://github.com/NousResearch/hermes-agent/pull/4016))
-- **Adding-providers guide** updated for unified setup flow ([#4201](https://github.com/NousResearch/hermes-agent/pull/4201))
-- **ACP Zed config** fixed ([#4743](https://github.com/NousResearch/hermes-agent/pull/4743))
-- **Community FAQ** entries for common workflows and troubleshooting ([#4797](https://github.com/NousResearch/hermes-agent/pull/4797))
-- **Skills browse and search page** on docs site ([#4500](https://github.com/NousResearch/hermes-agent/pull/4500)) — @IAvecilla
-
----
-
-## 👥 Contributors
-
-### Core
-- **@teknium1** — 135 commits across all subsystems
-
-### Top Community Contributors
-- **@kshitijk4poor** — 13 commits: preserve allowed_users during setup ([#4551](https://github.com/NousResearch/hermes-agent/pull/4551)), and various fixes
-- **@erosika** — 12 commits: Honcho full integration parity restored as memory provider plugin ([#4355](https://github.com/NousResearch/hermes-agent/pull/4355))
-- **@pefontana** — 9 commits: Telegram gateway E2E test suite ([#4497](https://github.com/NousResearch/hermes-agent/pull/4497))
-- **@bcross** — 5 commits: Docker container image optimization ([#4034](https://github.com/NousResearch/hermes-agent/pull/4034))
-- **@SHL0MS** — 4 commits: NO_COLOR/TERM=dumb support ([#4079](https://github.com/NousResearch/hermes-agent/pull/4079)), ascii-video skill updates ([#4054](https://github.com/NousResearch/hermes-agent/pull/4054)), research-paper-writing skill ([#4654](https://github.com/NousResearch/hermes-agent/pull/4654))
-
-### All Contributors
-@0xbyt4, @arasovic, @Bartok9, @bcross, @binhnt92, @camden-lowrance, @curtitoo, @Dakota, @Dave Tist, @Dean Kerr, @devorun, @dieutx, @Dilee, @el-analista, @erosika, @Gutslabs, @IAvecilla, @Jack, @Johannnnn506, @kshitijk4poor, @Laura Batalha, @Leegenux, @Lume, @MacroAnarchy, @maymuneth, @memosr, @NexVeridian, @Nick, @nils010485, @pefontana, @Penov, @rolme, @SHL0MS, @txchen, @xsmyile
-
-### Issues Resolved from Community
-@acsezen ([#2537](https://github.com/NousResearch/hermes-agent/issues/2537)), @arasovic ([#4285](https://github.com/NousResearch/hermes-agent/issues/4285)), @camden-lowrance ([#4462](https://github.com/NousResearch/hermes-agent/issues/4462)), @devorun ([#4601](https://github.com/NousResearch/hermes-agent/issues/4601)), @eloklam ([#4486](https://github.com/NousResearch/hermes-agent/issues/4486)), @HenkDz ([#3719](https://github.com/NousResearch/hermes-agent/issues/3719)), @hypotyposis ([#2153](https://github.com/NousResearch/hermes-agent/issues/2153)), @kazamak ([#4178](https://github.com/NousResearch/hermes-agent/issues/4178)), @lstep ([#4366](https://github.com/NousResearch/hermes-agent/issues/4366)), @Mark-Lok ([#4542](https://github.com/NousResearch/hermes-agent/issues/4542)), @NoJster ([#4421](https://github.com/NousResearch/hermes-agent/issues/4421)), @patp ([#2662](https://github.com/NousResearch/hermes-agent/issues/2662)), @pr0n ([#4601](https://github.com/NousResearch/hermes-agent/issues/4601)), @saulmc ([#4377](https://github.com/NousResearch/hermes-agent/issues/4377)), @SHL0MS ([#4060](https://github.com/NousResearch/hermes-agent/issues/4060), [#4061](https://github.com/NousResearch/hermes-agent/issues/4061), [#4066](https://github.com/NousResearch/hermes-agent/issues/4066), [#4172](https://github.com/NousResearch/hermes-agent/issues/4172), [#4277](https://github.com/NousResearch/hermes-agent/issues/4277)), @Z-Mackintosh ([#4398](https://github.com/NousResearch/hermes-agent/issues/4398))
-
----
-
-**Full Changelog**: [v2026.3.30...v2026.4.3](https://github.com/NousResearch/hermes-agent/compare/v2026.3.30...v2026.4.3)

RELEASE_v0.8.0.md

@@ -1,346 +0,0 @@
-# Hermes Agent v0.8.0 (v2026.4.8)
-
-**Release Date:** April 8, 2026
-
-> The intelligence release — background task auto-notifications, free MiMo v2 Pro on Nous Portal, live model switching across all platforms, self-optimized GPT/Codex guidance, native Google AI Studio, smart inactivity timeouts, approval buttons, MCP OAuth 2.1, and 209 merged PRs with 82 resolved issues.
-
----
-
-## ✨ Highlights
-
-- **Background Process Auto-Notifications (`notify_on_complete`)** — Background tasks can now automatically notify the agent when they finish. Start a long-running process (AI model training, test suites, deployments, builds) and the agent gets notified on completion — no polling needed. The agent can keep working on other things and pick up results when they land. ([#5779](https://github.com/NousResearch/hermes-agent/pull/5779))
-
-- **Free Xiaomi MiMo v2 Pro on Nous Portal** — Nous Portal now supports the free-tier Xiaomi MiMo v2 Pro model for auxiliary tasks (compression, vision, summarization), with free-tier model gating and pricing display in model selection. ([#6018](https://github.com/NousResearch/hermes-agent/pull/6018), [#5880](https://github.com/NousResearch/hermes-agent/pull/5880))
-
-- **Live Model Switching (`/model` Command)** — Switch models and providers mid-session from CLI, Telegram, Discord, Slack, or any gateway platform. Aggregator-aware resolution keeps you on OpenRouter/Nous when possible, with automatic cross-provider fallback when needed. Interactive model pickers on Telegram and Discord with inline buttons. ([#5181](https://github.com/NousResearch/hermes-agent/pull/5181), [#5742](https://github.com/NousResearch/hermes-agent/pull/5742))
-
-- **Self-Optimized GPT/Codex Tool-Use Guidance** — The agent diagnosed and patched 5 failure modes in GPT and Codex tool calling through automated behavioral benchmarking, dramatically improving reliability on OpenAI models. Includes execution discipline guidance and thinking-only prefill continuation for structured reasoning. ([#6120](https://github.com/NousResearch/hermes-agent/pull/6120), [#5414](https://github.com/NousResearch/hermes-agent/pull/5414), [#5931](https://github.com/NousResearch/hermes-agent/pull/5931))
-
-- **Google AI Studio (Gemini) Native Provider** — Direct access to Gemini models through Google's AI Studio API. Includes automatic models.dev registry integration for real-time context length detection across any provider. ([#5577](https://github.com/NousResearch/hermes-agent/pull/5577))
-
-- **Inactivity-Based Agent Timeouts** — Gateway and cron timeouts now track actual tool activity instead of wall-clock time. Long-running tasks that are actively working will never be killed — only truly idle agents time out. ([#5389](https://github.com/NousResearch/hermes-agent/pull/5389), [#5440](https://github.com/NousResearch/hermes-agent/pull/5440))
-
-- **Approval Buttons on Slack & Telegram** — Dangerous command approval via native platform buttons instead of typing `/approve`. Slack gets thread context preservation; Telegram gets emoji reactions for approval status. ([#5890](https://github.com/NousResearch/hermes-agent/pull/5890), [#5975](https://github.com/NousResearch/hermes-agent/pull/5975))
-
-- **MCP OAuth 2.1 PKCE + OSV Malware Scanning** — Full standards-compliant OAuth for MCP server authentication, plus automatic malware scanning of MCP extension packages via the OSV vulnerability database. ([#5420](https://github.com/NousResearch/hermes-agent/pull/5420), [#5305](https://github.com/NousResearch/hermes-agent/pull/5305))
-
-- **Centralized Logging & Config Validation** — Structured logging to `~/.hermes/logs/` (agent.log + errors.log) with the `hermes logs` command for tailing and filtering. Config structure validation catches malformed YAML at startup before it causes cryptic failures. ([#5430](https://github.com/NousResearch/hermes-agent/pull/5430), [#5426](https://github.com/NousResearch/hermes-agent/pull/5426))
-
-- **Plugin System Expansion** — Plugins can now register CLI subcommands, receive request-scoped API hooks with correlation IDs, prompt for required env vars during install, and hook into session lifecycle events (finalize/reset). ([#5295](https://github.com/NousResearch/hermes-agent/pull/5295), [#5427](https://github.com/NousResearch/hermes-agent/pull/5427), [#5470](https://github.com/NousResearch/hermes-agent/pull/5470), [#6129](https://github.com/NousResearch/hermes-agent/pull/6129))
-
-- **Matrix Tier 1 & Platform Hardening** — Matrix gets reactions, read receipts, rich formatting, and room management. Discord adds channel controls and ignored channels. Signal gets full MEDIA: tag delivery. Mattermost gets file attachments. Comprehensive reliability fixes across all platforms. ([#5275](https://github.com/NousResearch/hermes-agent/pull/5275), [#5975](https://github.com/NousResearch/hermes-agent/pull/5975), [#5602](https://github.com/NousResearch/hermes-agent/pull/5602))
-
-- **Security Hardening Pass** — Consolidated SSRF protections, timing attack mitigations, tar traversal prevention, credential leakage guards, cron path traversal hardening, and cross-session isolation. Terminal workdir sanitization across all backends. ([#5944](https://github.com/NousResearch/hermes-agent/pull/5944), [#5613](https://github.com/NousResearch/hermes-agent/pull/5613), [#5629](https://github.com/NousResearch/hermes-agent/pull/5629))
-
----
-
-## 🏗️ Core Agent & Architecture
-
-### Provider & Model Support
-- **Native Google AI Studio (Gemini) provider** with models.dev integration for automatic context length detection ([#5577](https://github.com/NousResearch/hermes-agent/pull/5577))
-- **`/model` command — full provider+model system overhaul** — live switching across CLI and all gateway platforms with aggregator-aware resolution ([#5181](https://github.com/NousResearch/hermes-agent/pull/5181))
-- **Interactive model picker for Telegram and Discord** — inline button-based model selection ([#5742](https://github.com/NousResearch/hermes-agent/pull/5742))
-- **Nous Portal free-tier model gating** with pricing display in model selection ([#5880](https://github.com/NousResearch/hermes-agent/pull/5880))
-- **Model pricing display** for OpenRouter and Nous Portal providers ([#5416](https://github.com/NousResearch/hermes-agent/pull/5416))
-- **xAI (Grok) prompt caching** via `x-grok-conv-id` header ([#5604](https://github.com/NousResearch/hermes-agent/pull/5604))
-- **Grok added to tool-use enforcement models** for direct xAI usage ([#5595](https://github.com/NousResearch/hermes-agent/pull/5595))
-- **MiniMax TTS provider** (speech-2.8) ([#4963](https://github.com/NousResearch/hermes-agent/pull/4963))
-- **Non-agentic model warning** — warns users when loading Hermes LLM models not designed for tool use ([#5378](https://github.com/NousResearch/hermes-agent/pull/5378))
-- **Ollama Cloud auth, /model switch persistence**, and alias tab completion ([#5269](https://github.com/NousResearch/hermes-agent/pull/5269))
-- **Preserve dots in OpenCode Go model names** (minimax-m2.7, glm-4.5, kimi-k2.5) ([#5597](https://github.com/NousResearch/hermes-agent/pull/5597))
-- **MiniMax models 404 fix** — strip /v1 from Anthropic base URL for OpenCode Go ([#4918](https://github.com/NousResearch/hermes-agent/pull/4918))
-- **Provider credential reset windows** honored in pooled failover ([#5188](https://github.com/NousResearch/hermes-agent/pull/5188))
-- **OAuth token sync** between credential pool and credentials file ([#4981](https://github.com/NousResearch/hermes-agent/pull/4981))
-- **Stale OAuth credentials** no longer block OpenRouter users on auto-detect ([#5746](https://github.com/NousResearch/hermes-agent/pull/5746))
-- **Codex OAuth credential pool disconnect** + expired token import fix ([#5681](https://github.com/NousResearch/hermes-agent/pull/5681))
-- **Codex pool entry sync** from `~/.codex/auth.json` on exhaustion — @GratefulDave ([#5610](https://github.com/NousResearch/hermes-agent/pull/5610))
-- **Auxiliary client payment fallback** — retry with next provider on 402 ([#5599](https://github.com/NousResearch/hermes-agent/pull/5599))
-- **Auxiliary client resolves named custom providers** and 'main' alias ([#5978](https://github.com/NousResearch/hermes-agent/pull/5978))
-- **Use mimo-v2-pro** for non-vision auxiliary tasks on Nous free tier ([#6018](https://github.com/NousResearch/hermes-agent/pull/6018))
-- **Vision auto-detection** tries main provider first ([#6041](https://github.com/NousResearch/hermes-agent/pull/6041))
-- **Provider re-ordering and Quick Install** — @austinpickett ([#4664](https://github.com/NousResearch/hermes-agent/pull/4664))
-- **Nous OAuth access_token** no longer used as inference API key — @SHL0MS ([#5564](https://github.com/NousResearch/hermes-agent/pull/5564))
-- **HERMES_PORTAL_BASE_URL env var** respected during Nous login — @benbarclay ([#5745](https://github.com/NousResearch/hermes-agent/pull/5745))
-- **Env var overrides** for Nous portal/inference URLs ([#5419](https://github.com/NousResearch/hermes-agent/pull/5419))
-- **Z.AI endpoint auto-detect** via probe and cache ([#5763](https://github.com/NousResearch/hermes-agent/pull/5763))
-- **MiniMax context lengths, model catalog, thinking guard, aux model, and config base_url** corrections ([#6082](https://github.com/NousResearch/hermes-agent/pull/6082))
-- **Community provider/model resolution fixes** — salvaged 4 community PRs + MiniMax aux URL ([#5983](https://github.com/NousResearch/hermes-agent/pull/5983))
-
-### Agent Loop & Conversation
-- **Self-optimized GPT/Codex tool-use guidance** via automated behavioral benchmarking — agent self-diagnosed and patched 5 failure modes ([#6120](https://github.com/NousResearch/hermes-agent/pull/6120))
-- **GPT/Codex execution discipline guidance** in system prompts ([#5414](https://github.com/NousResearch/hermes-agent/pull/5414))
-- **Thinking-only prefill continuation** for structured reasoning responses ([#5931](https://github.com/NousResearch/hermes-agent/pull/5931))
-- **Accept reasoning-only responses** without retries — set content to "(empty)" instead of infinite retry ([#5278](https://github.com/NousResearch/hermes-agent/pull/5278))
-- **Jittered retry backoff** — exponential backoff with jitter for API retries ([#6048](https://github.com/NousResearch/hermes-agent/pull/6048))
-- **Smart thinking block signature management** — preserve and manage Anthropic thinking signatures across turns ([#6112](https://github.com/NousResearch/hermes-agent/pull/6112))
-- **Coerce tool call arguments** to match JSON Schema types — fixes models that send strings instead of numbers/booleans ([#5265](https://github.com/NousResearch/hermes-agent/pull/5265))
-- **Save oversized tool results to file** instead of destructive truncation ([#5210](https://github.com/NousResearch/hermes-agent/pull/5210))
-- **Sandbox-aware tool result persistence** ([#6085](https://github.com/NousResearch/hermes-agent/pull/6085))
-- **Streaming fallback** improved after edit failures ([#6110](https://github.com/NousResearch/hermes-agent/pull/6110))
-- **Codex empty-output gaps** covered in fallback + normalizer + auxiliary client ([#5724](https://github.com/NousResearch/hermes-agent/pull/5724), [#5730](https://github.com/NousResearch/hermes-agent/pull/5730), [#5734](https://github.com/NousResearch/hermes-agent/pull/5734))
-- **Codex stream output backfill** from output_item.done events ([#5689](https://github.com/NousResearch/hermes-agent/pull/5689))
-- **Stream consumer creates new message** after tool boundaries ([#5739](https://github.com/NousResearch/hermes-agent/pull/5739))
-- **Codex validation aligned** with normalization for empty stream output ([#5940](https://github.com/NousResearch/hermes-agent/pull/5940))
-- **Bridge tool-calls** in copilot-acp adapter ([#5460](https://github.com/NousResearch/hermes-agent/pull/5460))
-- **Filter transcript-only roles** from chat-completions payload ([#4880](https://github.com/NousResearch/hermes-agent/pull/4880))
-- **Context compaction failures fixed** on temperature-restricted models — @MadKangYu ([#5608](https://github.com/NousResearch/hermes-agent/pull/5608))
-- **Sanitize tool_calls for all strict APIs** (Fireworks, Mistral, etc.) — @lumethegreat ([#5183](https://github.com/NousResearch/hermes-agent/pull/5183))
-
-### Memory & Sessions
-- **Supermemory memory provider** — new memory plugin with multi-container, search_mode, identity template, and env var override ([#5737](https://github.com/NousResearch/hermes-agent/pull/5737), [#5933](https://github.com/NousResearch/hermes-agent/pull/5933))
-- **Shared thread sessions** by default — multi-user thread support across gateway platforms ([#5391](https://github.com/NousResearch/hermes-agent/pull/5391))
-- **Subagent sessions linked to parent** and hidden from session list ([#5309](https://github.com/NousResearch/hermes-agent/pull/5309))
-- **Profile-scoped memory isolation** and clone support ([#4845](https://github.com/NousResearch/hermes-agent/pull/4845))
-- **Thread gateway user_id to memory plugins** for per-user scoping ([#5895](https://github.com/NousResearch/hermes-agent/pull/5895))
-- **Honcho plugin drift overhaul** + plugin CLI registration system ([#5295](https://github.com/NousResearch/hermes-agent/pull/5295))
-- **Honcho holographic prompt and trust score** rendering preserved ([#4872](https://github.com/NousResearch/hermes-agent/pull/4872))
-- **Honcho doctor fix** — use recall_mode instead of memory_mode — @techguysimon ([#5645](https://github.com/NousResearch/hermes-agent/pull/5645))
-- **RetainDB** — API routes, write queue, dialectic, agent model, file tools fixes ([#5461](https://github.com/NousResearch/hermes-agent/pull/5461))
-- **Hindsight memory plugin overhaul** + memory setup wizard fixes ([#5094](https://github.com/NousResearch/hermes-agent/pull/5094))
-- **mem0 API v2 compat**, prefetch context fencing, secret redaction ([#5423](https://github.com/NousResearch/hermes-agent/pull/5423))
-- **mem0 env vars merged** with mem0.json instead of either/or ([#4939](https://github.com/NousResearch/hermes-agent/pull/4939))
-- **Clean user message** used for all memory provider operations ([#4940](https://github.com/NousResearch/hermes-agent/pull/4940))
-- **Silent memory flush failure** on /new and /resume fixed — @ryanautomated ([#5640](https://github.com/NousResearch/hermes-agent/pull/5640))
-- **OpenViking atexit safety net** for session commit ([#5664](https://github.com/NousResearch/hermes-agent/pull/5664))
-- **OpenViking tenant-scoping headers** for multi-tenant servers ([#4936](https://github.com/NousResearch/hermes-agent/pull/4936))
-- **ByteRover brv query** runs synchronously before LLM call ([#4831](https://github.com/NousResearch/hermes-agent/pull/4831))
-
----
-
-## 📱 Messaging Platforms (Gateway)
-
-### Gateway Core
-- **Inactivity-based agent timeout** — replaces wall-clock timeout with smart activity tracking; long-running active tasks never killed ([#5389](https://github.com/NousResearch/hermes-agent/pull/5389))
-- **Approval buttons for Slack & Telegram** + Slack thread context preservation ([#5890](https://github.com/NousResearch/hermes-agent/pull/5890))
-- **Live-stream /update output** + forward interactive prompts to user ([#5180](https://github.com/NousResearch/hermes-agent/pull/5180))
-- **Infinite timeout support** + periodic notifications + actionable error messages ([#4959](https://github.com/NousResearch/hermes-agent/pull/4959))
-- **Duplicate message prevention** — gateway dedup + partial stream guard ([#4878](https://github.com/NousResearch/hermes-agent/pull/4878))
-- **Webhook delivery_info persistence** + full session id in /status ([#5942](https://github.com/NousResearch/hermes-agent/pull/5942))
-- **Tool preview truncation** respects tool_preview_length in all/new progress modes ([#5937](https://github.com/NousResearch/hermes-agent/pull/5937))
-- **Short preview truncation** restored for all/new tool progress modes ([#4935](https://github.com/NousResearch/hermes-agent/pull/4935))
-- **Update-pending state** written atomically to prevent corruption ([#4923](https://github.com/NousResearch/hermes-agent/pull/4923))
-- **Approval session key isolated** per turn ([#4884](https://github.com/NousResearch/hermes-agent/pull/4884))
-- **Active-session guard bypass** for /approve, /deny, /stop, /new ([#4926](https://github.com/NousResearch/hermes-agent/pull/4926), [#5765](https://github.com/NousResearch/hermes-agent/pull/5765))
-- **Typing indicator paused** during approval waits ([#5893](https://github.com/NousResearch/hermes-agent/pull/5893))
-- **Caption check** uses exact line-by-line match instead of substring (all platforms) ([#5939](https://github.com/NousResearch/hermes-agent/pull/5939))
-- **MEDIA: tags stripped** from streamed gateway messages ([#5152](https://github.com/NousResearch/hermes-agent/pull/5152))
-- **MEDIA: tags extracted** from cron delivery before sending ([#5598](https://github.com/NousResearch/hermes-agent/pull/5598))
-- **Profile-aware service units** + voice transcription cleanup ([#5972](https://github.com/NousResearch/hermes-agent/pull/5972))
-- **Thread-safe PairingStore** with atomic writes — @CharlieKerfoot ([#5656](https://github.com/NousResearch/hermes-agent/pull/5656))
-- **Sanitize media URLs** in base platform logs — @WAXLYY ([#5631](https://github.com/NousResearch/hermes-agent/pull/5631))
-- **Reduce Telegram fallback IP activation log noise** — @MadKangYu ([#5615](https://github.com/NousResearch/hermes-agent/pull/5615))
-- **Cron static method wrappers** to prevent self-binding ([#5299](https://github.com/NousResearch/hermes-agent/pull/5299))
-- **Stale 'hermes login' replaced** with 'hermes auth' + credential removal re-seeding fix ([#5670](https://github.com/NousResearch/hermes-agent/pull/5670))
-
-### Telegram
-- **Group topics skill binding** for supergroup forum topics ([#4886](https://github.com/NousResearch/hermes-agent/pull/4886))
-- **Emoji reactions** for approval status and notifications ([#5975](https://github.com/NousResearch/hermes-agent/pull/5975))
-- **Duplicate message delivery prevented** on send timeout ([#5153](https://github.com/NousResearch/hermes-agent/pull/5153))
-- **Command names sanitized** to strip invalid characters ([#5596](https://github.com/NousResearch/hermes-agent/pull/5596))
-- **Per-platform disabled skills** respected in Telegram menu and gateway dispatch ([#4799](https://github.com/NousResearch/hermes-agent/pull/4799))
-- **/approve and /deny** routed through running-agent guard ([#4798](https://github.com/NousResearch/hermes-agent/pull/4798))
-
-### Discord
-- **Channel controls** — ignored_channels and no_thread_channels config options ([#5975](https://github.com/NousResearch/hermes-agent/pull/5975))
-- **Skills registered as native slash commands** via shared gateway logic ([#5603](https://github.com/NousResearch/hermes-agent/pull/5603))
-- **/approve, /deny, /queue, /background, /btw** registered as native slash commands ([#4800](https://github.com/NousResearch/hermes-agent/pull/4800), [#5477](https://github.com/NousResearch/hermes-agent/pull/5477))
-- **Unnecessary members intent** removed on startup + token lock leak fix ([#5302](https://github.com/NousResearch/hermes-agent/pull/5302))
-
-### Slack
-- **Thread engagement** — auto-respond in bot-started and mentioned threads ([#5897](https://github.com/NousResearch/hermes-agent/pull/5897))
-- **mrkdwn in edit_message** + thread replies without @mentions ([#5733](https://github.com/NousResearch/hermes-agent/pull/5733))
-
-### Matrix
-- **Tier 1 feature parity** — reactions, read receipts, rich formatting, room management ([#5275](https://github.com/NousResearch/hermes-agent/pull/5275))
-- **MATRIX_REQUIRE_MENTION and MATRIX_AUTO_THREAD** support ([#5106](https://github.com/NousResearch/hermes-agent/pull/5106))
-- **Comprehensive reliability** — encrypted media, auth recovery, cron E2EE, Synapse compat ([#5271](https://github.com/NousResearch/hermes-agent/pull/5271))
-- **CJK input, E2EE, and reconnect** fixes ([#5665](https://github.com/NousResearch/hermes-agent/pull/5665))
-
-### Signal
-- **Full MEDIA: tag delivery** — send_image_file, send_voice, and send_video implemented ([#5602](https://github.com/NousResearch/hermes-agent/pull/5602))
-
-### Mattermost
-- **File attachments** — set message type to DOCUMENT when post has file attachments — @nericervin ([#5609](https://github.com/NousResearch/hermes-agent/pull/5609))
-
-### Feishu
-- **Interactive card approval buttons** ([#6043](https://github.com/NousResearch/hermes-agent/pull/6043))
-- **Reconnect and ACL** fixes ([#5665](https://github.com/NousResearch/hermes-agent/pull/5665))
-
-### Webhooks
-- **`{__raw__}` template token** and thread_id passthrough for forum topics ([#5662](https://github.com/NousResearch/hermes-agent/pull/5662))
-
----
-
-## 🖥️ CLI & User Experience
-
-### Interactive CLI
-- **Defer response content** until reasoning block completes ([#5773](https://github.com/NousResearch/hermes-agent/pull/5773))
-- **Ghost status-bar lines cleared** on terminal resize ([#4960](https://github.com/NousResearch/hermes-agent/pull/4960))
-- **Normalise \r\n and \r line endings** in pasted text ([#4849](https://github.com/NousResearch/hermes-agent/pull/4849))
-- **ChatConsole errors, curses scroll, skin-aware banner, git state** banner fixes ([#5974](https://github.com/NousResearch/hermes-agent/pull/5974))
-- **Native Windows image paste** support ([#5917](https://github.com/NousResearch/hermes-agent/pull/5917))
-- **--yolo and other flags** no longer silently dropped when placed before 'chat' subcommand ([#5145](https://github.com/NousResearch/hermes-agent/pull/5145))
-
-### Setup & Configuration
-- **Config structure validation** — detect malformed YAML at startup with actionable error messages ([#5426](https://github.com/NousResearch/hermes-agent/pull/5426))
-- **Centralized logging** to `~/.hermes/logs/` — agent.log (INFO+), errors.log (WARNING+) with `hermes logs` command ([#5430](https://github.com/NousResearch/hermes-agent/pull/5430))
-- **Docs links added** to setup wizard sections ([#5283](https://github.com/NousResearch/hermes-agent/pull/5283))
-- **Doctor diagnostics** — sync provider checks, config migration, WAL and mem0 diagnostics ([#5077](https://github.com/NousResearch/hermes-agent/pull/5077))
-- **Timeout debug logging** and user-facing diagnostics improved ([#5370](https://github.com/NousResearch/hermes-agent/pull/5370))
-- **Reasoning effort unified** to config.yaml only ([#6118](https://github.com/NousResearch/hermes-agent/pull/6118))
-- **Permanent command allowlist** loaded on startup ([#5076](https://github.com/NousResearch/hermes-agent/pull/5076))
-- **`hermes auth remove`** now clears env-seeded credentials permanently ([#5285](https://github.com/NousResearch/hermes-agent/pull/5285))
-- **Bundled skills synced to all profiles** during update ([#5795](https://github.com/NousResearch/hermes-agent/pull/5795))
-- **`hermes update` no longer kills** freshly-restarted gateway service ([#5448](https://github.com/NousResearch/hermes-agent/pull/5448))
-- **Subprocess.run() timeouts** added to all gateway CLI commands ([#5424](https://github.com/NousResearch/hermes-agent/pull/5424))
-- **Actionable error message** when Codex refresh token is reused — @tymrtn ([#5612](https://github.com/NousResearch/hermes-agent/pull/5612))
-- **Google-workspace skill scripts** can now run directly — @xinbenlv ([#5624](https://github.com/NousResearch/hermes-agent/pull/5624))
-
-### Cron System
-- **Inactivity-based cron timeout** — replaces wall-clock; active tasks run indefinitely ([#5440](https://github.com/NousResearch/hermes-agent/pull/5440))
-- **Pre-run script injection** for data collection and change detection ([#5082](https://github.com/NousResearch/hermes-agent/pull/5082))
-- **Delivery failure tracking** in job status ([#6042](https://github.com/NousResearch/hermes-agent/pull/6042))
-- **Delivery guidance** in cron prompts — stops send_message thrashing ([#5444](https://github.com/NousResearch/hermes-agent/pull/5444))
-- **MEDIA files delivered** as native platform attachments ([#5921](https://github.com/NousResearch/hermes-agent/pull/5921))
-- **[SILENT] suppression** works anywhere in response — @auspic7 ([#5654](https://github.com/NousResearch/hermes-agent/pull/5654))
-- **Cron path traversal** hardening ([#5147](https://github.com/NousResearch/hermes-agent/pull/5147))
-
----
-
-## 🔧 Tool System
-
-### Terminal & Execution
-- **Execute_code on remote backends** — code execution now works on Docker, SSH, Modal, and other remote terminal backends ([#5088](https://github.com/NousResearch/hermes-agent/pull/5088))
-- **Exit code context** for common CLI tools in terminal results — helps agent understand what went wrong ([#5144](https://github.com/NousResearch/hermes-agent/pull/5144))
-- **Progressive subdirectory hint discovery** — agent learns project structure as it navigates ([#5291](https://github.com/NousResearch/hermes-agent/pull/5291))
-- **notify_on_complete for background processes** — get notified when long-running tasks finish ([#5779](https://github.com/NousResearch/hermes-agent/pull/5779))
-- **Docker env config** — explicit container environment variables via docker_env config ([#4738](https://github.com/NousResearch/hermes-agent/pull/4738))
-- **Approval metadata included** in terminal tool results ([#5141](https://github.com/NousResearch/hermes-agent/pull/5141))
-- **Workdir parameter sanitized** in terminal tool across all backends ([#5629](https://github.com/NousResearch/hermes-agent/pull/5629))
-- **Detached process crash recovery** state corrected ([#6101](https://github.com/NousResearch/hermes-agent/pull/6101))
-- **Agent-browser paths with spaces** preserved — @Vasanthdev2004 ([#6077](https://github.com/NousResearch/hermes-agent/pull/6077))
-- **Portable base64 encoding** for image reading on macOS — @CharlieKerfoot ([#5657](https://github.com/NousResearch/hermes-agent/pull/5657))
-
-### Browser
-- **Switch managed browser provider** from Browserbase to Browser Use — @benbarclay ([#5750](https://github.com/NousResearch/hermes-agent/pull/5750))
-- **Firecrawl cloud browser** provider — @alt-glitch ([#5628](https://github.com/NousResearch/hermes-agent/pull/5628))
-- **JS evaluation** via browser_console expression parameter ([#5303](https://github.com/NousResearch/hermes-agent/pull/5303))
-- **Windows browser** fixes ([#5665](https://github.com/NousResearch/hermes-agent/pull/5665))
-
-### MCP
-- **MCP OAuth 2.1 PKCE** — full standards-compliant OAuth client support ([#5420](https://github.com/NousResearch/hermes-agent/pull/5420))
-- **OSV malware check** for MCP extension packages ([#5305](https://github.com/NousResearch/hermes-agent/pull/5305))
-- **Prefer structuredContent over text** + no_mcp sentinel ([#5979](https://github.com/NousResearch/hermes-agent/pull/5979))
-- **Unknown toolsets warning suppressed** for MCP server names ([#5279](https://github.com/NousResearch/hermes-agent/pull/5279))
-
-### Web & Files
-- **.zip document support** + auto-mount cache dirs into remote backends ([#4846](https://github.com/NousResearch/hermes-agent/pull/4846))
-- **Redact query secrets** in send_message errors — @WAXLYY ([#5650](https://github.com/NousResearch/hermes-agent/pull/5650))
-
-### Delegation
-- **Credential pool sharing** + workspace path hints for subagents ([#5748](https://github.com/NousResearch/hermes-agent/pull/5748))
-
-### ACP (VS Code / Zed / JetBrains)
-- **Aggregate ACP improvements** — auth compat, protocol fixes, command ads, delegation, SSE events ([#5292](https://github.com/NousResearch/hermes-agent/pull/5292))
-
----
-
-## 🧩 Skills Ecosystem
-
-### Skills System
-- **Skill config interface** — skills can declare required config.yaml settings, prompted during setup, injected at load time ([#5635](https://github.com/NousResearch/hermes-agent/pull/5635))
-- **Plugin CLI registration system** — plugins register their own CLI subcommands without touching main.py ([#5295](https://github.com/NousResearch/hermes-agent/pull/5295))
-- **Request-scoped API hooks** with tool call correlation IDs for plugins ([#5427](https://github.com/NousResearch/hermes-agent/pull/5427))
-- **Session lifecycle hooks** — on_session_finalize and on_session_reset for CLI + gateway ([#6129](https://github.com/NousResearch/hermes-agent/pull/6129))
-- **Prompt for required env vars** during plugin install — @kshitijk4poor ([#5470](https://github.com/NousResearch/hermes-agent/pull/5470))
-- **Plugin name validation** — reject names that resolve to plugins root ([#5368](https://github.com/NousResearch/hermes-agent/pull/5368))
-- **pre_llm_call plugin context** moved to user message to preserve prompt cache ([#5146](https://github.com/NousResearch/hermes-agent/pull/5146))
-
-### New & Updated Skills
-- **popular-web-designs** — 54 production website design systems ([#5194](https://github.com/NousResearch/hermes-agent/pull/5194))
-- **p5js creative coding** — @SHL0MS ([#5600](https://github.com/NousResearch/hermes-agent/pull/5600))
-- **manim-video** — mathematical and technical animations — @SHL0MS ([#4930](https://github.com/NousResearch/hermes-agent/pull/4930))
-- **llm-wiki** — Karpathy's LLM Wiki skill ([#5635](https://github.com/NousResearch/hermes-agent/pull/5635))
-- **gitnexus-explorer** — codebase indexing and knowledge serving ([#5208](https://github.com/NousResearch/hermes-agent/pull/5208))
-- **research-paper-writing** — AI-Scientist & GPT-Researcher patterns — @SHL0MS ([#5421](https://github.com/NousResearch/hermes-agent/pull/5421))
-- **blogwatcher** updated to JulienTant's fork ([#5759](https://github.com/NousResearch/hermes-agent/pull/5759))
-- **claude-code skill** comprehensive rewrite v2.0 + v2.2 ([#5155](https://github.com/NousResearch/hermes-agent/pull/5155), [#5158](https://github.com/NousResearch/hermes-agent/pull/5158))
-- **Code verification skills** consolidated into one ([#4854](https://github.com/NousResearch/hermes-agent/pull/4854))
-- **Manim CE reference docs** expanded — geometry, animations, LaTeX — @leotrs ([#5791](https://github.com/NousResearch/hermes-agent/pull/5791))
-- **Manim-video references** — design thinking, updaters, paper explainer, decorations, production quality — @SHL0MS ([#5588](https://github.com/NousResearch/hermes-agent/pull/5588), [#5408](https://github.com/NousResearch/hermes-agent/pull/5408))
-
----
-
-## 🔒 Security & Reliability
-
-### Security Hardening
-- **Consolidated security** — SSRF protections, timing attack mitigations, tar traversal prevention, credential leakage guards ([#5944](https://github.com/NousResearch/hermes-agent/pull/5944))
-- **Cross-session isolation** + cron path traversal hardening ([#5613](https://github.com/NousResearch/hermes-agent/pull/5613))
-- **Workdir parameter sanitized** in terminal tool across all backends ([#5629](https://github.com/NousResearch/hermes-agent/pull/5629))
-- **Approval 'once' session escalation** prevented + cron delivery platform validation ([#5280](https://github.com/NousResearch/hermes-agent/pull/5280))
-- **Profile-scoped Google Workspace OAuth tokens** protected ([#4910](https://github.com/NousResearch/hermes-agent/pull/4910))
-
-### Reliability
-- **Aggressive worktree and branch cleanup** to prevent accumulation ([#6134](https://github.com/NousResearch/hermes-agent/pull/6134))
-- **O(n²) catastrophic backtracking** in redact regex fixed — 100x improvement on large outputs ([#4962](https://github.com/NousResearch/hermes-agent/pull/4962))
-- **Runtime stability fixes** across core, web, delegate, and browser tools ([#4843](https://github.com/NousResearch/hermes-agent/pull/4843))
-- **API server streaming fix** + conversation history support ([#5977](https://github.com/NousResearch/hermes-agent/pull/5977))
-- **OpenViking API endpoint paths** and response parsing corrected ([#5078](https://github.com/NousResearch/hermes-agent/pull/5078))
-
----
-
-## 🐛 Notable Bug Fixes
-
-- **9 community bugfixes salvaged** — gateway, cron, deps, macOS launchd in one batch ([#5288](https://github.com/NousResearch/hermes-agent/pull/5288))
-- **Batch core bug fixes** — model config, session reset, alias fallback, launchctl, delegation, atomic writes ([#5630](https://github.com/NousResearch/hermes-agent/pull/5630))
-- **Batch gateway/platform fixes** — matrix E2EE, CJK input, Windows browser, Feishu reconnect + ACL ([#5665](https://github.com/NousResearch/hermes-agent/pull/5665))
-- **Stale test skips removed**, regex backtracking, file search bug, and test flakiness ([#4969](https://github.com/NousResearch/hermes-agent/pull/4969))
-- **Nix flake** — read version, regen uv.lock, add hermes_logging — @alt-glitch ([#5651](https://github.com/NousResearch/hermes-agent/pull/5651))
-- **Lowercase variable redaction** regression tests ([#5185](https://github.com/NousResearch/hermes-agent/pull/5185))
-
----
-
-## 🧪 Testing
-
-- **57 failing CI tests repaired** across 14 files ([#5823](https://github.com/NousResearch/hermes-agent/pull/5823))
-- **Test suite re-architecture** + CI failure fixes — @alt-glitch ([#5946](https://github.com/NousResearch/hermes-agent/pull/5946))
-- **Codebase-wide lint cleanup** — unused imports, dead code, and inefficient patterns ([#5821](https://github.com/NousResearch/hermes-agent/pull/5821))
-- **browser_close tool removed** — auto-cleanup handles it ([#5792](https://github.com/NousResearch/hermes-agent/pull/5792))
-
----
-
-## 📚 Documentation
-
-- **Comprehensive documentation audit** — fix stale info, expand thin pages, add depth ([#5393](https://github.com/NousResearch/hermes-agent/pull/5393))
-- **40+ discrepancies fixed** between documentation and codebase ([#5818](https://github.com/NousResearch/hermes-agent/pull/5818))
-- **13 features documented** from last week's PRs ([#5815](https://github.com/NousResearch/hermes-agent/pull/5815))
-- **Guides section overhaul** — fix existing + add 3 new tutorials ([#5735](https://github.com/NousResearch/hermes-agent/pull/5735))
-- **Salvaged 4 docs PRs** — docker setup, post-update validation, local LLM guide, signal-cli install ([#5727](https://github.com/NousResearch/hermes-agent/pull/5727))
-- **Discord configuration reference** ([#5386](https://github.com/NousResearch/hermes-agent/pull/5386))
-- **Community FAQ entries** for common workflows and troubleshooting ([#4797](https://github.com/NousResearch/hermes-agent/pull/4797))
-- **WSL2 networking guide** for local model servers ([#5616](https://github.com/NousResearch/hermes-agent/pull/5616))
-- **Honcho CLI reference** + plugin CLI registration docs ([#5308](https://github.com/NousResearch/hermes-agent/pull/5308))
-- **Obsidian Headless setup** for servers in llm-wiki ([#5660](https://github.com/NousResearch/hermes-agent/pull/5660))
-- **Hermes Mod visual skin editor** added to skins page ([#6095](https://github.com/NousResearch/hermes-agent/pull/6095))
-
----
-
-## 👥 Contributors
-
-### Core
-- **@teknium1** — 179 PRs
-
-### Top Community Contributors
-- **@SHL0MS** (7 PRs) — p5js creative coding skill, manim-video skill + 5 reference expansions, research-paper-writing, Nous OAuth fix, manim font fix
-- **@alt-glitch** (3 PRs) — Firecrawl cloud browser provider, test re-architecture + CI fixes, Nix flake fixes
-- **@benbarclay** (2 PRs) — Browser Use managed provider switch, Nous portal base URL fix
-- **@CharlieKerfoot** (2 PRs) — macOS portable base64 encoding, thread-safe PairingStore
-- **@WAXLYY** (2 PRs) — send_message secret redaction, gateway media URL sanitization
-- **@MadKangYu** (2 PRs) — Telegram log noise reduction, context compaction fix for temperature-restricted models
-
-### All Contributors
-@alt-glitch, @austinpickett, @auspic7, @benbarclay, @CharlieKerfoot, @GratefulDave, @kshitijk4poor, @leotrs, @lumethegreat, @MadKangYu, @nericervin, @ryanautomated, @SHL0MS, @techguysimon, @tymrtn, @Vasanthdev2004, @WAXLYY, @xinbenlv
-
----
-
-**Full Changelog**: [v2026.4.3...v2026.4.8](https://github.com/NousResearch/hermes-agent/compare/v2026.4.3...v2026.4.8)

RELEASE_v0.9.0.md

@@ -1,329 +0,0 @@
-# Hermes Agent v0.9.0 (v2026.4.13)
-
-**Release Date:** April 13, 2026
-**Since v0.8.0:** 487 commits · 269 merged PRs · 167 resolved issues · 493 files changed · 63,281 insertions · 24 contributors
-
-> The everywhere release — Hermes goes mobile with Termux/Android, adds iMessage and WeChat, ships Fast Mode for OpenAI and Anthropic, introduces background process monitoring, launches a local web dashboard for managing your agent, and delivers the deepest security hardening pass yet across 16 supported platforms.
-
----
-
-## ✨ Highlights
-
-- **Local Web Dashboard** — A new browser-based dashboard for managing your Hermes Agent locally. Configure settings, monitor sessions, browse skills, and manage your gateway — all from a clean web interface without touching config files or the terminal. The easiest way to get started with Hermes.
-
-- **Fast Mode (`/fast`)** — Priority processing for OpenAI and Anthropic models. Toggle `/fast` to route through priority queues for significantly lower latency on supported models (GPT-5.4, Codex, Claude). Expands across all OpenAI Priority Processing models and Anthropic's fast tier. ([#6875](https://github.com/NousResearch/hermes-agent/pull/6875), [#6960](https://github.com/NousResearch/hermes-agent/pull/6960), [#7037](https://github.com/NousResearch/hermes-agent/pull/7037))
-
-- **iMessage via BlueBubbles** — Full iMessage integration through BlueBubbles, bringing Hermes to Apple's messaging ecosystem. Auto-webhook registration, setup wizard integration, and crash resilience. ([#6437](https://github.com/NousResearch/hermes-agent/pull/6437), [#6460](https://github.com/NousResearch/hermes-agent/pull/6460), [#6494](https://github.com/NousResearch/hermes-agent/pull/6494))
-
-- **WeChat (Weixin) & WeCom Callback Mode** — Native WeChat support via iLink Bot API and a new WeCom callback-mode adapter for self-built enterprise apps. Streaming cursor, media uploads, markdown link handling, and atomic state persistence. Hermes now covers the Chinese messaging ecosystem end-to-end. ([#7166](https://github.com/NousResearch/hermes-agent/pull/7166), [#7943](https://github.com/NousResearch/hermes-agent/pull/7943))
-
-- **Termux / Android Support** — Run Hermes natively on Android via Termux. Adapted install paths, TUI optimizations for mobile screens, voice backend support, and the `/image` command work on-device. ([#6834](https://github.com/NousResearch/hermes-agent/pull/6834))
-
-- **Background Process Monitoring (`watch_patterns`)** — Set patterns to watch for in background process output and get notified in real-time when they match. Monitor for errors, wait for specific events ("listening on port"), or watch build logs — all without polling. ([#7635](https://github.com/NousResearch/hermes-agent/pull/7635))
-
-- **Native xAI & Xiaomi MiMo Providers** — First-class provider support for xAI (Grok) and Xiaomi MiMo, with direct API access, model catalogs, and setup wizard integration. Plus Qwen OAuth with portal request support. ([#7372](https://github.com/NousResearch/hermes-agent/pull/7372), [#7855](https://github.com/NousResearch/hermes-agent/pull/7855))
-
-- **Pluggable Context Engine** — Context management is now a pluggable slot via `hermes plugins`. Swap in custom context engines that control what the agent sees each turn — filtering, summarization, or domain-specific context injection. ([#7464](https://github.com/NousResearch/hermes-agent/pull/7464))
-
-- **Unified Proxy Support** — SOCKS proxy, `DISCORD_PROXY`, and system proxy auto-detection across all gateway platforms. Hermes behind corporate firewalls just works. ([#6814](https://github.com/NousResearch/hermes-agent/pull/6814))
-
-- **Comprehensive Security Hardening** — Path traversal protection in checkpoint manager, shell injection neutralization in sandbox writes, SSRF redirect guards in Slack image uploads, Twilio webhook signature validation (SMS RCE fix), API server auth enforcement, git argument injection prevention, and approval button authorization. ([#7933](https://github.com/NousResearch/hermes-agent/pull/7933), [#7944](https://github.com/NousResearch/hermes-agent/pull/7944), [#7940](https://github.com/NousResearch/hermes-agent/pull/7940), [#7151](https://github.com/NousResearch/hermes-agent/pull/7151), [#7156](https://github.com/NousResearch/hermes-agent/pull/7156))
-
-- **`hermes backup` & `hermes import`** — Full backup and restore of your Hermes configuration, sessions, skills, and memory. Migrate between machines or create snapshots before major changes. ([#7997](https://github.com/NousResearch/hermes-agent/pull/7997))
-
-- **16 Supported Platforms** — With BlueBubbles (iMessage) and WeChat joining Telegram, Discord, Slack, WhatsApp, Signal, Matrix, Email, SMS, DingTalk, Feishu, WeCom, Mattermost, Home Assistant, and Webhooks, Hermes now runs on 16 messaging platforms out of the box.
-
-- **`/debug` & `hermes debug share`** — New debugging toolkit: `/debug` slash command across all platforms for quick diagnostics, plus `hermes debug share` to upload a full debug report to a pastebin for easy sharing when troubleshooting. ([#8681](https://github.com/NousResearch/hermes-agent/pull/8681))
-
----
-
-## 🏗️ Core Agent & Architecture
-
-### Provider & Model Support
-- **Native xAI (Grok) provider** with direct API access and model catalog ([#7372](https://github.com/NousResearch/hermes-agent/pull/7372))
-- **Xiaomi MiMo as first-class provider** — setup wizard, model catalog, empty response recovery ([#7855](https://github.com/NousResearch/hermes-agent/pull/7855))
-- **Qwen OAuth provider** with portal request support ([#6282](https://github.com/NousResearch/hermes-agent/pull/6282))
-- **Fast Mode** — `/fast` toggle for OpenAI Priority Processing + Anthropic fast tier ([#6875](https://github.com/NousResearch/hermes-agent/pull/6875), [#6960](https://github.com/NousResearch/hermes-agent/pull/6960), [#7037](https://github.com/NousResearch/hermes-agent/pull/7037))
-- **Structured API error classification** for smart failover decisions ([#6514](https://github.com/NousResearch/hermes-agent/pull/6514))
-- **Rate limit header capture** shown in `/usage` ([#6541](https://github.com/NousResearch/hermes-agent/pull/6541))
-- **API server model name** derived from profile name ([#6857](https://github.com/NousResearch/hermes-agent/pull/6857))
-- **Custom providers** now included in `/model` listings and resolution ([#7088](https://github.com/NousResearch/hermes-agent/pull/7088))
-- **Fallback provider activation** on repeated empty responses with user-visible status ([#7505](https://github.com/NousResearch/hermes-agent/pull/7505))
-- **OpenRouter variant tags** (`:free`, `:extended`, `:fast`) preserved during model switch ([#6383](https://github.com/NousResearch/hermes-agent/pull/6383))
-- **Credential exhaustion TTL** reduced from 24 hours to 1 hour ([#6504](https://github.com/NousResearch/hermes-agent/pull/6504))
-- **OAuth credential lifecycle** hardening — stale pool keys, auth.json sync, Codex CLI race fixes ([#6874](https://github.com/NousResearch/hermes-agent/pull/6874))
-- Empty response recovery for reasoning models (MiMo, Qwen, GLM) ([#8609](https://github.com/NousResearch/hermes-agent/pull/8609))
-- MiniMax context lengths, thinking guard, endpoint corrections ([#6082](https://github.com/NousResearch/hermes-agent/pull/6082), [#7126](https://github.com/NousResearch/hermes-agent/pull/7126))
-- Z.AI endpoint auto-detect via probe and cache ([#5763](https://github.com/NousResearch/hermes-agent/pull/5763))
-
-### Agent Loop & Conversation
-- **Pluggable context engine slot** via `hermes plugins` ([#7464](https://github.com/NousResearch/hermes-agent/pull/7464))
-- **Background process monitoring** — `watch_patterns` for real-time output alerts ([#7635](https://github.com/NousResearch/hermes-agent/pull/7635))
-- **Improved context compression** — higher limits, tool tracking, degradation warnings, token-budget tail protection ([#6395](https://github.com/NousResearch/hermes-agent/pull/6395), [#6453](https://github.com/NousResearch/hermes-agent/pull/6453))
-- **`/compress <focus>`** — guided compression with a focus topic ([#8017](https://github.com/NousResearch/hermes-agent/pull/8017))
-- **Tiered context pressure warnings** with gateway dedup ([#6411](https://github.com/NousResearch/hermes-agent/pull/6411))
-- **Staged inactivity warning** before timeout escalation ([#6387](https://github.com/NousResearch/hermes-agent/pull/6387))
-- **Prevent agent from stopping mid-task** — compression floor, budget overhaul, activity tracking ([#7983](https://github.com/NousResearch/hermes-agent/pull/7983))
-- **Propagate child activity to parent** during `delegate_task` ([#7295](https://github.com/NousResearch/hermes-agent/pull/7295))
-- **Truncated streaming tool call detection** before execution ([#6847](https://github.com/NousResearch/hermes-agent/pull/6847))
-- Empty response retry (3 attempts with nudge) ([#6488](https://github.com/NousResearch/hermes-agent/pull/6488))
-- Adaptive streaming backoff + cursor strip to prevent message truncation ([#7683](https://github.com/NousResearch/hermes-agent/pull/7683))
-- Compression uses live session model instead of stale persisted config ([#8258](https://github.com/NousResearch/hermes-agent/pull/8258))
-- Strip `<thought>` tags from Gemma 4 responses ([#8562](https://github.com/NousResearch/hermes-agent/pull/8562))
-- Prevent `<think>` in prose from suppressing response output ([#6968](https://github.com/NousResearch/hermes-agent/pull/6968))
-- Turn-exit diagnostic logging to agent loop ([#6549](https://github.com/NousResearch/hermes-agent/pull/6549))
-- Scope tool interrupt signal per-thread to prevent cross-session leaks ([#7930](https://github.com/NousResearch/hermes-agent/pull/7930))
-
-### Memory & Sessions
-- **Hindsight memory plugin** — feature parity, setup wizard, config improvements — @nicoloboschi ([#6428](https://github.com/NousResearch/hermes-agent/pull/6428))
-- **Honcho** — opt-in `initOnSessionStart` for tools mode — @Kathie-yu ([#6995](https://github.com/NousResearch/hermes-agent/pull/6995))
-- Orphan children instead of cascade-deleting in prune/delete ([#6513](https://github.com/NousResearch/hermes-agent/pull/6513))
-- Doctor command only checks the active memory provider ([#6285](https://github.com/NousResearch/hermes-agent/pull/6285))
-
----
-
-## 📱 Messaging Platforms (Gateway)
-
-### New Platforms
-- **BlueBubbles (iMessage)** — full adapter with auto-webhook registration, setup wizard, and crash resilience ([#6437](https://github.com/NousResearch/hermes-agent/pull/6437), [#6460](https://github.com/NousResearch/hermes-agent/pull/6460), [#6494](https://github.com/NousResearch/hermes-agent/pull/6494), [#7107](https://github.com/NousResearch/hermes-agent/pull/7107))
-- **Weixin (WeChat)** — native support via iLink Bot API with streaming, media uploads, markdown links ([#7166](https://github.com/NousResearch/hermes-agent/pull/7166), [#8665](https://github.com/NousResearch/hermes-agent/pull/8665))
-- **WeCom Callback Mode** — self-built enterprise app adapter with atomic state persistence ([#7943](https://github.com/NousResearch/hermes-agent/pull/7943), [#7928](https://github.com/NousResearch/hermes-agent/pull/7928))
-
-### Discord
-- **Allowed channels whitelist** config — @jarvis-phw ([#7044](https://github.com/NousResearch/hermes-agent/pull/7044))
-- **Forum channel topic inheritance** in thread sessions — @hermes-agent-dhabibi ([#6377](https://github.com/NousResearch/hermes-agent/pull/6377))
-- **DISCORD_REPLY_TO_MODE** setting ([#6333](https://github.com/NousResearch/hermes-agent/pull/6333))
-- Accept `.log` attachments, raise document size limit — @kira-ariaki ([#6467](https://github.com/NousResearch/hermes-agent/pull/6467))
-- Decouple readiness from slash sync ([#8016](https://github.com/NousResearch/hermes-agent/pull/8016))
-
-### Slack
-- **Consolidated Slack improvements** — 7 community PRs salvaged into one ([#6809](https://github.com/NousResearch/hermes-agent/pull/6809))
-- Handle assistant thread lifecycle events ([#6433](https://github.com/NousResearch/hermes-agent/pull/6433))
-
-### Matrix
-- **Migrated from matrix-nio to mautrix-python** ([#7518](https://github.com/NousResearch/hermes-agent/pull/7518))
-- SQLite crypto store replacing pickle (fixes E2EE decryption) — @alt-glitch ([#7981](https://github.com/NousResearch/hermes-agent/pull/7981))
-- Cross-signing recovery key verification for E2EE migration ([#8282](https://github.com/NousResearch/hermes-agent/pull/8282))
-- DM mention threads + group chat events for Feishu ([#7423](https://github.com/NousResearch/hermes-agent/pull/7423))
-
-### Gateway Core
-- **Unified proxy support** — SOCKS, DISCORD_PROXY, multi-platform with macOS auto-detection ([#6814](https://github.com/NousResearch/hermes-agent/pull/6814))
-- **Inbound text batching** for Discord, Matrix, WeCom + adaptive delay ([#6979](https://github.com/NousResearch/hermes-agent/pull/6979))
-- **Surface natural mid-turn assistant messages** in chat platforms ([#7978](https://github.com/NousResearch/hermes-agent/pull/7978))
-- **WSL-aware gateway** with smart systemd detection ([#7510](https://github.com/NousResearch/hermes-agent/pull/7510))
-- **All missing platforms added to setup wizard** ([#7949](https://github.com/NousResearch/hermes-agent/pull/7949))
-- **Per-platform `tool_progress` overrides** ([#6348](https://github.com/NousResearch/hermes-agent/pull/6348))
-- **Configurable 'still working' notification interval** ([#8572](https://github.com/NousResearch/hermes-agent/pull/8572))
-- `/model` switch persists across messages ([#7081](https://github.com/NousResearch/hermes-agent/pull/7081))
-- `/usage` shows rate limits, cost, and token details between turns ([#7038](https://github.com/NousResearch/hermes-agent/pull/7038))
-- Drain in-flight work before restart ([#7503](https://github.com/NousResearch/hermes-agent/pull/7503))
-- Don't evict cached agent on failed runs — prevents MCP restart loop ([#7539](https://github.com/NousResearch/hermes-agent/pull/7539))
-- Replace `os.environ` session state with `contextvars` ([#7454](https://github.com/NousResearch/hermes-agent/pull/7454))
-- Derive channel directory platforms from enum instead of hardcoded list ([#7450](https://github.com/NousResearch/hermes-agent/pull/7450))
-- Validate image downloads before caching (cross-platform) ([#7125](https://github.com/NousResearch/hermes-agent/pull/7125))
-- Cross-platform webhook delivery for all platforms ([#7095](https://github.com/NousResearch/hermes-agent/pull/7095))
-- Cron Discord thread_id delivery support ([#7106](https://github.com/NousResearch/hermes-agent/pull/7106))
-- Feishu QR-based bot onboarding ([#8570](https://github.com/NousResearch/hermes-agent/pull/8570))
-- Gateway status scoped to active profile ([#7951](https://github.com/NousResearch/hermes-agent/pull/7951))
-- Prevent background process notifications from triggering false pairing requests ([#6434](https://github.com/NousResearch/hermes-agent/pull/6434))
-
----
-
-## 🖥️ CLI & User Experience
-
-### Interactive CLI
-- **Termux / Android support** — adapted install paths, TUI, voice, `/image` ([#6834](https://github.com/NousResearch/hermes-agent/pull/6834))
-- **Native `/model` picker modal** for provider → model selection ([#8003](https://github.com/NousResearch/hermes-agent/pull/8003))
-- **Live per-tool elapsed timer** restored in TUI spinner ([#7359](https://github.com/NousResearch/hermes-agent/pull/7359))
-- **Stacked tool progress scrollback** in TUI ([#8201](https://github.com/NousResearch/hermes-agent/pull/8201))
-- **Random tips on new session start** (CLI + gateway, 279 tips) ([#8225](https://github.com/NousResearch/hermes-agent/pull/8225), [#8237](https://github.com/NousResearch/hermes-agent/pull/8237))
-- **`hermes dump`** — copy-pasteable setup summary for debugging ([#6550](https://github.com/NousResearch/hermes-agent/pull/6550))
-- **`hermes backup` / `hermes import`** — full config backup and restore ([#7997](https://github.com/NousResearch/hermes-agent/pull/7997))
-- **WSL environment hint** in system prompt ([#8285](https://github.com/NousResearch/hermes-agent/pull/8285))
-- **Profile creation UX** — seed SOUL.md + credential warning ([#8553](https://github.com/NousResearch/hermes-agent/pull/8553))
-- Shell-aware sudo detection, empty password support ([#6517](https://github.com/NousResearch/hermes-agent/pull/6517))
-- Flush stdin after curses/terminal menus to prevent escape sequence leakage ([#7167](https://github.com/NousResearch/hermes-agent/pull/7167))
-- Handle broken stdin in prompt_toolkit startup ([#8560](https://github.com/NousResearch/hermes-agent/pull/8560))
-
-### Setup & Configuration
-- **Per-platform display verbosity** configuration ([#8006](https://github.com/NousResearch/hermes-agent/pull/8006))
-- **Component-separated logging** with session context and filtering ([#7991](https://github.com/NousResearch/hermes-agent/pull/7991))
-- **`network.force_ipv4`** config to fix IPv6 timeout issues ([#8196](https://github.com/NousResearch/hermes-agent/pull/8196))
-- **Standardize message whitespace and JSON formatting** ([#7988](https://github.com/NousResearch/hermes-agent/pull/7988))
-- **Rebrand OpenClaw → Hermes** during migration ([#8210](https://github.com/NousResearch/hermes-agent/pull/8210))
-- Config.yaml takes priority over env vars for auxiliary settings ([#7889](https://github.com/NousResearch/hermes-agent/pull/7889))
-- Harden setup provider flows + live OpenRouter catalog refresh ([#7078](https://github.com/NousResearch/hermes-agent/pull/7078))
-- Normalize reasoning effort ordering across all surfaces ([#6804](https://github.com/NousResearch/hermes-agent/pull/6804))
-- Remove dead `LLM_MODEL` env var + migration to clear stale entries ([#6543](https://github.com/NousResearch/hermes-agent/pull/6543))
-- Remove `/prompt` slash command — prefix expansion footgun ([#6752](https://github.com/NousResearch/hermes-agent/pull/6752))
-- `HERMES_HOME_MODE` env var to override permissions — @ygd58 ([#6993](https://github.com/NousResearch/hermes-agent/pull/6993))
-- Fall back to default model when model config is empty ([#8303](https://github.com/NousResearch/hermes-agent/pull/8303))
-- Warn when compression model context is too small ([#7894](https://github.com/NousResearch/hermes-agent/pull/7894))
-
----
-
-## 🔧 Tool System
-
-### Environments & Execution
-- **Unified spawn-per-call execution layer** for environments ([#6343](https://github.com/NousResearch/hermes-agent/pull/6343))
-- **Unified file sync** with mtime tracking, deletion, and transactional state ([#7087](https://github.com/NousResearch/hermes-agent/pull/7087))
-- **Persistent sandbox envs** survive between turns ([#6412](https://github.com/NousResearch/hermes-agent/pull/6412))
-- **Bulk file sync** via tar pipe for SSH/Modal backends — @alt-glitch ([#8014](https://github.com/NousResearch/hermes-agent/pull/8014))
-- **Daytona** — bulk upload, config bridge, silent disk cap ([#7538](https://github.com/NousResearch/hermes-agent/pull/7538))
-- Foreground timeout cap to prevent session deadlocks ([#7082](https://github.com/NousResearch/hermes-agent/pull/7082))
-- Guard invalid command values ([#6417](https://github.com/NousResearch/hermes-agent/pull/6417))
-
-### MCP
-- **`hermes mcp add --env` and `--preset`** support ([#7970](https://github.com/NousResearch/hermes-agent/pull/7970))
-- Combine `content` and `structuredContent` when both present ([#7118](https://github.com/NousResearch/hermes-agent/pull/7118))
-- MCP tool name deconfliction fixes ([#7654](https://github.com/NousResearch/hermes-agent/pull/7654))
-
-### Browser
-- Browser hardening — dead code removal, caching, scroll perf, security, thread safety ([#7354](https://github.com/NousResearch/hermes-agent/pull/7354))
-- `/browser connect` auto-launch uses dedicated Chrome profile dir ([#6821](https://github.com/NousResearch/hermes-agent/pull/6821))
-- Reap orphaned browser sessions on startup ([#7931](https://github.com/NousResearch/hermes-agent/pull/7931))
-
-### Voice & Vision
-- **Voxtral TTS provider** (Mistral AI) ([#7653](https://github.com/NousResearch/hermes-agent/pull/7653))
-- **TTS speed support** for Edge TTS, OpenAI TTS, MiniMax ([#8666](https://github.com/NousResearch/hermes-agent/pull/8666))
-- **Vision auto-resize** for oversized images, raise limit to 20 MB, retry-on-failure ([#7883](https://github.com/NousResearch/hermes-agent/pull/7883), [#7902](https://github.com/NousResearch/hermes-agent/pull/7902))
-- STT provider-model mismatch fix (whisper-1 vs faster-whisper) ([#7113](https://github.com/NousResearch/hermes-agent/pull/7113))
-
-### Other Tools
-- **`hermes dump`** command for setup summary ([#6550](https://github.com/NousResearch/hermes-agent/pull/6550))
-- TODO store enforces ID uniqueness during replace operations ([#7986](https://github.com/NousResearch/hermes-agent/pull/7986))
-- List all available toolsets in `delegate_task` schema description ([#8231](https://github.com/NousResearch/hermes-agent/pull/8231))
-- API server: tool progress as custom SSE event to prevent model corruption ([#7500](https://github.com/NousResearch/hermes-agent/pull/7500))
-- API server: share one Docker container across all conversations ([#7127](https://github.com/NousResearch/hermes-agent/pull/7127))
-
----
-
-## 🧩 Skills Ecosystem
-
-- **Centralized skills index + tree cache** — eliminates rate-limit failures on install ([#8575](https://github.com/NousResearch/hermes-agent/pull/8575))
-- **More aggressive skill loading instructions** in system prompt (v3) ([#8209](https://github.com/NousResearch/hermes-agent/pull/8209), [#8286](https://github.com/NousResearch/hermes-agent/pull/8286))
-- **Google Workspace skill** migrated to GWS CLI backend ([#6788](https://github.com/NousResearch/hermes-agent/pull/6788))
-- **Creative divergence strategies** skill — @SHL0MS ([#6882](https://github.com/NousResearch/hermes-agent/pull/6882))
-- **Creative ideation** — constraint-driven project generation — @SHL0MS ([#7555](https://github.com/NousResearch/hermes-agent/pull/7555))
-- Parallelize skills browse/search to prevent hanging ([#7301](https://github.com/NousResearch/hermes-agent/pull/7301))
-- Read name from SKILL.md frontmatter in skills_sync ([#7623](https://github.com/NousResearch/hermes-agent/pull/7623))
-
----
-
-## 🔒 Security & Reliability
-
-### Security Hardening
-- **Twilio webhook signature validation** — SMS RCE fix ([#7933](https://github.com/NousResearch/hermes-agent/pull/7933))
-- **Shell injection neutralization** in `_write_to_sandbox` via path quoting ([#7940](https://github.com/NousResearch/hermes-agent/pull/7940))
-- **Git argument injection** and path traversal prevention in checkpoint manager ([#7944](https://github.com/NousResearch/hermes-agent/pull/7944))
-- **SSRF redirect bypass** in Slack image uploads + base.py cache helpers ([#7151](https://github.com/NousResearch/hermes-agent/pull/7151))
-- **Path traversal, credential gate, DANGEROUS_PATTERNS gaps** ([#7156](https://github.com/NousResearch/hermes-agent/pull/7156))
-- **API bind guard** — enforce `API_SERVER_KEY` for non-loopback binding ([#7455](https://github.com/NousResearch/hermes-agent/pull/7455))
-- **Approval button authorization** — require auth for session continuation — @Cafexss ([#6930](https://github.com/NousResearch/hermes-agent/pull/6930))
-- Path boundary enforcement in skill manager operations ([#7156](https://github.com/NousResearch/hermes-agent/pull/7156))
-- DingTalk/API webhook URL origin validation, header injection rejection ([#7455](https://github.com/NousResearch/hermes-agent/pull/7455))
-
-### Reliability
-- **Contextual error diagnostics** for invalid API responses ([#8565](https://github.com/NousResearch/hermes-agent/pull/8565))
-- **Prevent 400 format errors** from triggering compression loop on Codex ([#6751](https://github.com/NousResearch/hermes-agent/pull/6751))
-- **Don't halve context_length** on output-cap-too-large errors — @KUSH42 ([#6664](https://github.com/NousResearch/hermes-agent/pull/6664))
-- **Recover primary client** on OpenAI transport errors ([#7108](https://github.com/NousResearch/hermes-agent/pull/7108))
-- **Credential pool rotation** on billing-classified 400s ([#7112](https://github.com/NousResearch/hermes-agent/pull/7112))
-- **Auto-increase stream read timeout** for local LLM providers ([#6967](https://github.com/NousResearch/hermes-agent/pull/6967))
-- **Fall back to default certs** when CA bundle path doesn't exist ([#7352](https://github.com/NousResearch/hermes-agent/pull/7352))
-- **Disambiguate usage-limit patterns** in error classifier — @sprmn24 ([#6836](https://github.com/NousResearch/hermes-agent/pull/6836))
-- Harden cron script timeout and provider recovery ([#7079](https://github.com/NousResearch/hermes-agent/pull/7079))
-- Gateway interrupt detection resilient to monitor task failures ([#8208](https://github.com/NousResearch/hermes-agent/pull/8208))
-- Prevent unwanted session auto-reset after graceful gateway restarts ([#8299](https://github.com/NousResearch/hermes-agent/pull/8299))
-- Prevent duplicate update prompt spam in gateway watcher ([#8343](https://github.com/NousResearch/hermes-agent/pull/8343))
-- Deduplicate reasoning items in Responses API input ([#7946](https://github.com/NousResearch/hermes-agent/pull/7946))
-
-### Infrastructure
-- **Multi-arch Docker image** — amd64 + arm64 ([#6124](https://github.com/NousResearch/hermes-agent/pull/6124))
-- **Docker runs as non-root user** with virtualenv — @benbarclay contributing ([#8226](https://github.com/NousResearch/hermes-agent/pull/8226))
-- **Use `uv`** for Docker dependency resolution to fix resolution-too-deep ([#6965](https://github.com/NousResearch/hermes-agent/pull/6965))
-- **Container-aware Nix CLI** — auto-route into managed container — @alt-glitch ([#7543](https://github.com/NousResearch/hermes-agent/pull/7543))
-- **Nix shared-state permission model** for interactive CLI users — @alt-glitch ([#6796](https://github.com/NousResearch/hermes-agent/pull/6796))
-- **Per-profile subprocess HOME isolation** ([#7357](https://github.com/NousResearch/hermes-agent/pull/7357))
-- Profile paths fixed in Docker — profiles go to mounted volume ([#7170](https://github.com/NousResearch/hermes-agent/pull/7170))
-- Docker container gateway pathway hardened ([#8614](https://github.com/NousResearch/hermes-agent/pull/8614))
-- Enable unbuffered stdout for live Docker logs ([#6749](https://github.com/NousResearch/hermes-agent/pull/6749))
-- Install procps in Docker image — @HiddenPuppy ([#7032](https://github.com/NousResearch/hermes-agent/pull/7032))
-- Shallow git clone for faster installation — @sosyz ([#8396](https://github.com/NousResearch/hermes-agent/pull/8396))
-- `hermes update` always reset on stash conflict ([#7010](https://github.com/NousResearch/hermes-agent/pull/7010))
-- Write update exit code before gateway restart (cgroup kill race) ([#8288](https://github.com/NousResearch/hermes-agent/pull/8288))
-- Nix: `setupSecrets` optional, tirith runtime dep — @devorun, @ethernet8023 ([#6261](https://github.com/NousResearch/hermes-agent/pull/6261), [#6721](https://github.com/NousResearch/hermes-agent/pull/6721))
-- launchd stop uses `bootout` so `KeepAlive` doesn't respawn ([#7119](https://github.com/NousResearch/hermes-agent/pull/7119))
-
----
-
-## 🐛 Notable Bug Fixes
-
-- Fix: `/model` switch not persisting across gateway messages ([#7081](https://github.com/NousResearch/hermes-agent/pull/7081))
-- Fix: session-scoped gateway model overrides ignored — @Hygaard ([#7662](https://github.com/NousResearch/hermes-agent/pull/7662))
-- Fix: compaction model context length ignoring config — 3 related issues ([#8258](https://github.com/NousResearch/hermes-agent/pull/8258), [#8107](https://github.com/NousResearch/hermes-agent/pull/8107))
-- Fix: OpenCode.ai context window resolved to 128K instead of 1M ([#6472](https://github.com/NousResearch/hermes-agent/pull/6472))
-- Fix: Codex fallback auth-store lookup — @cherifya ([#6462](https://github.com/NousResearch/hermes-agent/pull/6462))
-- Fix: duplicate completion notifications when process killed ([#7124](https://github.com/NousResearch/hermes-agent/pull/7124))
-- Fix: agent daemon thread prevents orphan CLI processes on tab close ([#8557](https://github.com/NousResearch/hermes-agent/pull/8557))
-- Fix: stale image attachment on text paste and voice input ([#7077](https://github.com/NousResearch/hermes-agent/pull/7077))
-- Fix: DM thread session seeding causing cross-thread contamination ([#7084](https://github.com/NousResearch/hermes-agent/pull/7084))
-- Fix: OpenClaw migration shows dry-run preview before executing ([#6769](https://github.com/NousResearch/hermes-agent/pull/6769))
-- Fix: auth errors misclassified as retryable — @kuishou68 ([#7027](https://github.com/NousResearch/hermes-agent/pull/7027))
-- Fix: Copilot-Integration-Id header missing ([#7083](https://github.com/NousResearch/hermes-agent/pull/7083))
-- Fix: ACP session capabilities — @luyao618 ([#6985](https://github.com/NousResearch/hermes-agent/pull/6985))
-- Fix: ACP PromptResponse usage from top-level fields ([#7086](https://github.com/NousResearch/hermes-agent/pull/7086))
-- Fix: several failing/flaky tests on main — @dsocolobsky ([#6777](https://github.com/NousResearch/hermes-agent/pull/6777))
-- Fix: backup marker filenames — @sprmn24 ([#8600](https://github.com/NousResearch/hermes-agent/pull/8600))
-- Fix: `NoneType` in fast_mode check — @0xbyt4 ([#7350](https://github.com/NousResearch/hermes-agent/pull/7350))
-- Fix: missing imports in uninstall.py — @JiayuuWang ([#7034](https://github.com/NousResearch/hermes-agent/pull/7034))
-
----
-
-## 📚 Documentation
-
-- Platform adapter developer guide + WeCom Callback docs ([#7969](https://github.com/NousResearch/hermes-agent/pull/7969))
-- Cron troubleshooting guide ([#7122](https://github.com/NousResearch/hermes-agent/pull/7122))
-- Streaming timeout auto-detection for local LLMs ([#6990](https://github.com/NousResearch/hermes-agent/pull/6990))
-- Tool-use enforcement documentation expanded ([#7984](https://github.com/NousResearch/hermes-agent/pull/7984))
-- BlueBubbles pairing instructions ([#6548](https://github.com/NousResearch/hermes-agent/pull/6548))
-- Telegram proxy support section ([#6348](https://github.com/NousResearch/hermes-agent/pull/6348))
-- `hermes dump` and `hermes logs` CLI reference ([#6552](https://github.com/NousResearch/hermes-agent/pull/6552))
-- `tool_progress_overrides` configuration reference ([#6364](https://github.com/NousResearch/hermes-agent/pull/6364))
-- Compression model context length warning docs ([#7879](https://github.com/NousResearch/hermes-agent/pull/7879))
-
----
-
-## 👥 Contributors
-
-**269 merged PRs** from **24 contributors** across **487 commits**.
-
-### Community Contributors
-- **@alt-glitch** (6 PRs) — Nix container-aware CLI, shared-state permissions, Matrix SQLite crypto store, bulk SSH/Modal file sync, Matrix mautrix compat
-- **@SHL0MS** (2 PRs) — Creative divergence strategies skill, creative ideation skill
-- **@sprmn24** (2 PRs) — Error classifier disambiguation, backup marker fix
-- **@nicoloboschi** — Hindsight memory plugin feature parity
-- **@Hygaard** — Session-scoped gateway model override fix
-- **@jarvis-phw** — Discord allowed_channels whitelist
-- **@Kathie-yu** — Honcho initOnSessionStart for tools mode
-- **@hermes-agent-dhabibi** — Discord forum channel topic inheritance
-- **@kira-ariaki** — Discord .log attachments and size limit
-- **@cherifya** — Codex fallback auth-store lookup
-- **@Cafexss** — Security: auth for session continuation
-- **@KUSH42** — Compaction context_length fix
-- **@kuishou68** — Auth error retryable classification fix
-- **@luyao618** — ACP session capabilities
-- **@ygd58** — HERMES_HOME_MODE env var override
-- **@0xbyt4** — Fast mode NoneType fix
-- **@JiayuuWang** — CLI uninstall import fix
-- **@HiddenPuppy** — Docker procps installation
-- **@dsocolobsky** — Test suite fixes
-- **@bobashopcashier** (1 PR) — Graceful gateway drain before restart (salvaged into #7503 from #7290)
-- **@benbarclay** — Docker image tag simplification
-- **@sosyz** — Shallow git clone for faster install
-- **@devorun** — Nix setupSecrets optional
-- **@ethernet8023** — Nix tirith runtime dep
-
----
-
-**Full Changelog**: [v2026.4.8...v2026.4.13](https://github.com/NousResearch/hermes-agent/compare/v2026.4.8...v2026.4.13)

SECURITY.md

@@ -1,84 +0,0 @@
-# Hermes Agent Security Policy
-
-This document outlines the security protocols, trust model, and deployment hardening guidelines for the **Hermes Agent** project.
-
-## 1. Vulnerability Reporting
-
-Hermes Agent does **not** operate a bug bounty program. Security issues should be reported via [GitHub Security Advisories (GHSA)](https://github.com/NousResearch/hermes-agent/security/advisories/new) or by emailing **security@nousresearch.com**. Do not open public issues for security vulnerabilities.
-
-### Required Submission Details
-- **Title & Severity:** Concise description and CVSS score/rating.
-- **Affected Component:** Exact file path and line range (e.g., `tools/approval.py:120-145`).
-- **Environment:** Output of `hermes version`, commit SHA, OS, and Python version.
-- **Reproduction:** Step-by-step Proof-of-Concept (PoC) against `main` or the latest release.
-- **Impact:** Explanation of what trust boundary was crossed.
-
----
-
-## 2. Trust Model
-
-The core assumption is that Hermes is a **personal agent** with one trusted operator.
-
-### Operator & Session Trust
-- **Single Tenant:** The system protects the operator from LLM actions, not from malicious co-tenants. Multi-user isolation must happen at the OS/host level.
-- **Gateway Security:** Authorized callers (Telegram, Discord, Slack, etc.) receive equal trust. Session keys are used for routing, not as authorization boundaries.
-- **Execution:** Defaults to `terminal.backend: local` (direct host execution). Container isolation (Docker, Modal, Daytona) is opt-in for sandboxing.
-
-### Dangerous Command Approval
-The approval system (`tools/approval.py`) is a core security boundary. Terminal commands, file operations, and other potentially destructive actions are gated behind explicit user confirmation before execution. The approval mode is configurable via `approvals.mode` in `config.yaml`:
-- `"on"` (default) — prompts the user to approve dangerous commands.
-- `"auto"` — auto-approves after a configurable delay.
-- `"off"` — disables the gate entirely (break-glass; see Section 3).
-
-### Output Redaction
-`agent/redact.py` strips secret-like patterns (API keys, tokens, credentials) from all display output before it reaches the terminal or gateway platform. This prevents accidental credential leakage in chat logs, tool previews, and response text. Redaction operates on the display layer only — underlying values remain intact for internal agent operations.
-
-### Skills vs. MCP Servers
-- **Installed Skills:** High trust. Equivalent to local host code; skills can read environment variables and run arbitrary commands.
-- **MCP Servers:** Lower trust. MCP subprocesses receive a filtered environment (`_build_safe_env()` in `tools/mcp_tool.py`) — only safe baseline variables (`PATH`, `HOME`, `XDG_*`) plus variables explicitly declared in the server's `env` config block are passed through. Host credentials are stripped by default. Additionally, packages invoked via `npx`/`uvx` are checked against the OSV malware database before spawning.
-
-### Code Execution Sandbox
-The `execute_code` tool (`tools/code_execution_tool.py`) runs LLM-generated Python scripts in a child process with API keys and tokens stripped from the environment to prevent credential exfiltration. Only environment variables explicitly declared by loaded skills (via `env_passthrough`) or by the user in `config.yaml` (`terminal.env_passthrough`) are passed through. The child accesses Hermes tools via RPC, not direct API calls.
-
-### Subagents
-- **No recursive delegation:** The `delegate_task` tool is disabled for child agents.
-- **Depth limit:** `MAX_DEPTH = 2` — parent (depth 0) can spawn a child (depth 1); grandchildren are rejected.
-- **Memory isolation:** Subagents run with `skip_memory=True` and do not have access to the parent's persistent memory provider. The parent receives only the task prompt and final response as an observation.
-
----
-
-## 3. Out of Scope (Non-Vulnerabilities)
-
-The following scenarios are **not** considered security breaches:
-- **Prompt Injection:** Unless it results in a concrete bypass of the approval system, toolset restrictions, or container sandbox.
-- **Public Exposure:** Deploying the gateway to the public internet without external authentication or network protection.
-- **Trusted State Access:** Reports that require pre-existing write access to `~/.hermes/`, `.env`, or `config.yaml` (these are operator-owned files).
-- **Default Behavior:** Host-level command execution when `terminal.backend` is set to `local` — this is the documented default, not a vulnerability.
-- **Configuration Trade-offs:** Intentional break-glass settings such as `approvals.mode: "off"` or `terminal.backend: local` in production.
-- **Tool-level read/access restrictions:** The agent has unrestricted shell access via the `terminal` tool by design. Reports that a specific tool (e.g., `read_file`) can access a resource are not vulnerabilities if the same access is available through `terminal`. Tool-level deny lists only constitute a meaningful security boundary when paired with equivalent restrictions on the terminal side (as with write operations, where `WRITE_DENIED_PATHS` is paired with the dangerous command approval system).
-
----
-
-## 4. Deployment Hardening & Best Practices
-
-### Filesystem & Network
-- **Production sandboxing:** Use container backends (`docker`, `modal`, `daytona`) instead of `local` for untrusted workloads.
-- **File permissions:** Run as non-root (the Docker image uses UID 10000); protect credentials with `chmod 600 ~/.hermes/.env` on local installs.
-- **Network exposure:** Do not expose the gateway or API server to the public internet without VPN, Tailscale, or firewall protection. SSRF protection is enabled by default across all gateway platform adapters (Telegram, Discord, Slack, Matrix, Mattermost, etc.) with redirect validation. Note: the local terminal backend does not apply SSRF filtering, as it operates within the trusted operator's environment.
-
-### Skills & Supply Chain
-- **Skill installation:** Review Skills Guard reports (`tools/skills_guard.py`) before installing third-party skills. The audit log at `~/.hermes/skills/.hub/audit.log` tracks every install and removal.
-- **MCP safety:** OSV malware checking runs automatically for `npx`/`uvx` packages before MCP server processes are spawned.
-- **CI/CD:** GitHub Actions are pinned to full commit SHAs. The `supply-chain-audit.yml` workflow blocks PRs containing `.pth` files or suspicious `base64`+`exec` patterns.
-
-### Credential Storage
-- API keys and tokens belong exclusively in `~/.hermes/.env` — never in `config.yaml` or checked into version control.
-- The credential pool system (`agent/credential_pool.py`) handles key rotation and fallback. Credentials are resolved from environment variables, not stored in plaintext databases.
-
----
-
-## 5. Disclosure Process
-
-- **Coordinated Disclosure:** 90-day window or until a fix is released, whichever comes first.
-- **Communication:** All updates occur via the GHSA thread or email correspondence with security@nousresearch.com.
-- **Credits:** Reporters are credited in release notes unless anonymity is requested.

TODO.md

@@ -0,0 +1,305 @@
+# Hermes Agent - Future Improvements
+
+> Ideas for enhancing the agent's capabilities, generated from self-analysis of the codebase.
+
+---
+
+## 1. Memory & Context Management 🧠
+
+**Problem:** Context grows unbounded during long conversations. Trajectory compression exists for training data post-hoc, but live conversations lack intelligent context management.
+
+**Ideas:**
+- [ ] **Incremental summarization** - Compress old tool outputs on-the-fly during conversations
+  - Trigger when context exceeds threshold (e.g., 80% of max tokens)
+  - Preserve recent turns fully, summarize older tool responses
+  - Could reuse logic from `trajectory_compressor.py`
+  
+- [ ] **Semantic memory retrieval** - Vector store for long conversation recall
+  - Embed important facts/findings as conversation progresses
+  - Retrieve relevant memories when needed instead of keeping everything in context
+  - Consider lightweight solutions: ChromaDB, FAISS, or even a simple embedding cache
+  
+- [ ] **Working vs. episodic memory** distinction
+  - Working memory: Current task state, recent tool results (always in context)
+  - Episodic memory: Past findings, tried approaches (retrieved on demand)
+  - Clear eviction policies for each
+
+**Files to modify:** `run_agent.py` (add memory manager), possibly new `tools/memory_tool.py`
+
+---
+
+## 2. Self-Reflection & Course Correction 🔄
+
+**Problem:** Current retry logic handles malformed outputs but not semantic failures. Agent doesn't reason about *why* something failed.
+
+**Ideas:**
+- [ ] **Meta-reasoning after failures** - When a tool returns an error or unexpected result:
+  ```
+  Tool failed → Reflect: "Why did this fail? What assumptions were wrong?"
+  → Adjust approach → Retry with new strategy
+  ```
+  - Could be a lightweight LLM call or structured self-prompt
+  
+- [ ] **Planning/replanning module** - For complex multi-step tasks:
+  - Generate plan before execution
+  - After each step, evaluate: "Am I on track? Should I revise the plan?"
+  - Store plan in working memory, update as needed
+  
+- [ ] **Approach memory** - Remember what didn't work:
+  - "I tried X for this type of problem and it failed because Y"
+  - Prevents repeating failed strategies in the same conversation
+
+**Files to modify:** `run_agent.py` (add reflection hooks in tool loop), new `tools/reflection_tool.py`
+
+---
+
+## 3. Tool Composition & Learning 🔧
+
+**Problem:** Tools are atomic. Complex tasks require repeated manual orchestration of the same tool sequences.
+
+**Ideas:**
+- [ ] **Macro tools / Tool chains** - Define reusable tool sequences:
+  ```yaml
+  research_topic:
+    description: "Deep research on a topic"
+    steps:
+      - web_search: {query: "$topic"}
+      - web_extract: {urls: "$search_results.urls[:3]"}
+      - summarize: {content: "$extracted"}
+  ```
+  - Could be defined in skills or a new `macros/` directory
+  - Agent can invoke macro as single tool call
+  
+- [ ] **Tool failure patterns** - Learn from failures:
+  - Track: tool, input pattern, error type, what worked instead
+  - Before calling a tool, check: "Has this pattern failed before?"
+  - Persistent across sessions (stored in skills or separate DB)
+  
+- [ ] **Parallel tool execution** - When tools are independent, run concurrently:
+  - Detect independence (no data dependencies between calls)
+  - Use `asyncio.gather()` for parallel execution
+  - Already have async support in some tools, just need orchestration
+
+**Files to modify:** `model_tools.py`, `toolsets.py`, new `tool_macros.py`
+
+---
+
+## 4. Dynamic Skills Expansion 📚
+
+**Problem:** Skills system is elegant but static. Skills must be manually created and added.
+
+**Ideas:**
+- [ ] **Skill acquisition from successful tasks** - After completing a complex task:
+  - "This approach worked well. Save as a skill?"
+  - Extract: goal, steps taken, tools used, key decisions
+  - Generate SKILL.md automatically
+  - Store in user's skills directory
+  
+- [ ] **Skill templates** - Common patterns that can be parameterized:
+  ```markdown
+  # Debug {language} Error
+  1. Reproduce the error
+  2. Search for error message: `web_search("{error_message} {language}")`
+  3. Check common causes: {common_causes}
+  4. Apply fix and verify
+  ```
+  
+- [ ] **Skill chaining** - Combine skills for complex workflows:
+  - Skills can reference other skills as dependencies
+  - "To do X, first apply skill Y, then skill Z"
+  - Directed graph of skill dependencies
+
+**Files to modify:** `tools/skills_tool.py`, `skills/` directory structure, new `skill_generator.py`
+
+---
+
+## 5. Task Continuation Hints 🎯
+
+**Problem:** Could be more helpful by suggesting logical next steps.
+
+**Ideas:**
+- [ ] **Suggest next steps** - At end of a task, suggest logical continuations:
+  - "Code is written. Want me to also write tests / docs / deploy?"
+  - Based on common workflows for task type
+  - Non-intrusive, just offer options
+
+**Files to modify:** `run_agent.py`, response generation logic
+
+---
+
+## 6. Uncertainty & Honesty Calibration 🎚️
+
+**Problem:** Sometimes confidently wrong. Should be better calibrated about what I know vs. don't know.
+
+**Ideas:**
+- [ ] **Source attribution** - Track where information came from:
+  - "According to the docs I just fetched..." vs "From my training data (may be outdated)..."
+  - Let user assess reliability themselves
+
+- [ ] **Cross-reference high-stakes claims** - Self-check for made-up details:
+  - When stakes are high, verify with tools before presenting as fact
+  - "Let me verify that before you act on it..."
+
+**Files to modify:** `run_agent.py`, response generation logic
+
+---
+
+## 7. Resource Awareness & Efficiency 💰
+
+**Problem:** No awareness of costs, time, or resource usage. Could be smarter about efficiency.
+
+**Ideas:**
+- [ ] **Tool result caching** - Don't repeat identical operations:
+  - Cache web searches, extractions within a session
+  - Invalidation based on time-sensitivity of query
+  - Hash-based lookup: same input → cached output
+
+- [ ] **Lazy evaluation** - Don't fetch everything upfront:
+  - Get summaries first, full content only if needed
+  - "I found 5 relevant pages. Want me to deep-dive on any?"
+
+**Files to modify:** `model_tools.py`, new `resource_tracker.py`
+
+---
+
+## 8. Collaborative Problem Solving 🤝
+
+**Problem:** Interaction is command/response. Complex problems benefit from dialogue.
+
+**Ideas:**
+- [ ] **Assumption surfacing** - Make implicit assumptions explicit:
+  - "I'm assuming you want Python 3.11+. Correct?"
+  - "This solution assumes you have sudo access..."
+  - Let user correct before going down wrong path
+
+- [ ] **Checkpoint & confirm** - For high-stakes operations:
+  - "About to delete 47 files. Here's the list - proceed?"
+  - "This will modify your database. Want a backup first?"
+  - Configurable threshold for when to ask
+
+**Files to modify:** `run_agent.py`, system prompt configuration
+
+---
+
+## 9. Project-Local Context 💾
+
+**Problem:** Valuable context lost between sessions.
+
+**Ideas:**
+- [ ] **Project awareness** - Remember project-specific context:
+  - Store `.hermes/context.md` in project directory
+  - "This is a Django project using PostgreSQL"
+  - Coding style preferences, deployment setup, etc.
+  - Load automatically when working in that directory
+
+- [ ] **Handoff notes** - Leave notes for future sessions:
+  - Write to `.hermes/notes.md` in project
+  - "TODO for next session: finish implementing X"
+  - "Known issues: Y doesn't work on Windows"
+
+**Files to modify:** New `project_context.py`, auto-load in `run_agent.py`
+
+---
+
+## 10. Graceful Degradation & Robustness 🛡️
+
+**Problem:** When things go wrong, recovery is limited. Should fail gracefully.
+
+**Ideas:**
+- [ ] **Fallback chains** - When primary approach fails, have backups:
+  - `web_extract` fails → try `browser_navigate` → try `web_search` for cached version
+  - Define fallback order per tool type
+  
+- [ ] **Partial progress preservation** - Don't lose work on failure:
+  - Long task fails midway → save what we've got
+  - "I completed 3/5 steps before the error. Here's what I have..."
+  
+- [ ] **Self-healing** - Detect and recover from bad states:
+  - Browser stuck → close and retry
+  - Terminal hung → timeout and reset
+
+**Files to modify:** `model_tools.py`, tool implementations, new `fallback_manager.py`
+
+---
+
+## 11. Tools & Skills Wishlist 🧰
+
+*Things that would need new tool implementations (can't do well with current tools):*
+
+### High-Impact
+
+- [ ] **Audio/Video Transcription** 🎬
+  - Transcribe audio files, podcasts, YouTube videos
+  - Extract key moments from video
+  - Currently blind to multimedia content
+  - *Could potentially use whisper via terminal, but native tool would be cleaner*
+  
+- [ ] **Diagram Rendering** 📊
+  - Render Mermaid/PlantUML to actual images
+  - Can generate the code, but rendering requires external service or tool
+  - "Show me how these components connect" → actual visual diagram
+
+### Medium-Impact
+
+- [ ] **Document Generation** 📄
+  - Create styled PDFs, Word docs, presentations
+  - *Can do basic PDF via terminal tools, but limited*
+
+- [ ] **Diff/Patch Tool** 📝
+  - Surgical code modifications with preview
+  - "Change line 45-50 to X" without rewriting whole file
+  - Show diffs before applying
+  - *Can use `diff`/`patch` but a native tool would be safer*
+
+### Skills to Create
+
+- [ ] **Domain-specific skill packs:**
+  - DevOps/Infrastructure (Terraform, K8s, AWS)
+  - Data Science workflows (EDA, model training)
+  - Security/pentesting procedures
+  
+- [ ] **Framework-specific skills:**
+  - React/Vue/Angular patterns
+  - Django/Rails/Express conventions
+  - Database optimization playbooks
+
+- [ ] **Troubleshooting flowcharts:**
+  - "Docker container won't start" → decision tree
+  - "Production is slow" → systematic diagnosis
+
+---
+
+## Priority Order (Suggested)
+
+1. **Memory & Context Management** - Biggest impact on complex tasks
+2. **Self-Reflection** - Improves reliability and reduces wasted tool calls  
+3. **Project-Local Context** - Practical win, keeps useful info across sessions
+4. **Tool Composition** - Quality of life, builds on other improvements
+5. **Dynamic Skills** - Force multiplier for repeated tasks
+
+---
+
+## Removed Items (Unrealistic)
+
+The following were removed because they're architecturally impossible:
+
+- ~~Proactive suggestions / Prefetching~~ - Agent only runs on user request, can't interject
+- ~~Session save/restore across conversations~~ - Agent doesn't control session persistence
+- ~~User preference learning across sessions~~ - Same issue
+- ~~Clipboard integration~~ - No access to user's local system clipboard
+- ~~Voice/TTS playback~~ - Can generate audio but can't play it to user
+- ~~Set reminders~~ - No persistent background execution
+
+The following were removed because they're **already possible**:
+
+- ~~HTTP/API Client~~ → Use `curl` or Python `requests` in terminal
+- ~~Structured Data Manipulation~~ → Use `pandas` in terminal
+- ~~Git-Native Operations~~ → Use `git` CLI in terminal
+- ~~Symbolic Math~~ → Use `SymPy` in terminal
+- ~~Code Quality Tools~~ → Run linters (`eslint`, `black`, `mypy`) in terminal
+- ~~Testing Framework~~ → Run `pytest`, `jest`, etc. in terminal
+- ~~Translation~~ → LLM handles this fine, or use translation APIs
+
+---
+
+*Last updated: $(date +%Y-%m-%d)* 🤖

acp_adapter/__init__.py

@@ -1 +0,0 @@
-"""ACP (Agent Communication Protocol) adapter for hermes-agent."""

acp_adapter/__main__.py

@@ -1,5 +0,0 @@
-"""Allow running the ACP adapter as ``python -m acp_adapter``."""
-
-from .entry import main
-
-main()

acp_adapter/auth.py

@@ -1,24 +0,0 @@
-"""ACP auth helpers — detect the currently configured Hermes provider."""
-
-from __future__ import annotations
-
-from typing import Optional
-
-
-def detect_provider() -> Optional[str]:
-    """Resolve the active Hermes runtime provider, or None if unavailable."""
-    try:
-        from hermes_cli.runtime_provider import resolve_runtime_provider
-        runtime = resolve_runtime_provider()
-        api_key = runtime.get("api_key")
-        provider = runtime.get("provider")
-        if isinstance(api_key, str) and api_key.strip() and isinstance(provider, str) and provider.strip():
-            return provider.strip().lower()
-    except Exception:
-        return None
-    return None
-
-
-def has_provider() -> bool:
-    """Return True if Hermes can resolve any runtime provider credentials."""
-    return detect_provider() is not None

acp_adapter/entry.py

@@ -1,126 +0,0 @@
-"""CLI entry point for the hermes-agent ACP adapter.
-
-Loads environment variables from ``~/.hermes/.env``, configures logging
-to write to stderr (so stdout is reserved for ACP JSON-RPC transport),
-and starts the ACP agent server.
-
-Usage::
-
-    python -m acp_adapter.entry
-    # or
-    hermes acp
-    # or
-    hermes-acp
-"""
-
-import asyncio
-import logging
-import sys
-from pathlib import Path
-from hermes_constants import get_hermes_home
-
-
-# Methods clients send as periodic liveness probes. They are not part of the
-# ACP schema, so the acp router correctly returns JSON-RPC -32601 to the
-# caller — but the supervisor task that dispatches the request then surfaces
-# the raised RequestError via ``logging.exception("Background task failed")``,
-# which dumps a traceback to stderr every probe interval. Clients like
-# acp-bridge already treat the -32601 response as "agent alive", so the
-# traceback is pure noise. We keep the protocol response intact and only
-# silence the stderr noise for this specific benign case.
-_BENIGN_PROBE_METHODS = frozenset({"ping", "health", "healthcheck"})
-
-
-class _BenignProbeMethodFilter(logging.Filter):
-    """Suppress acp 'Background task failed' tracebacks caused by unknown
-    liveness-probe methods (e.g. ``ping``) while leaving every other
-    background-task error — including method_not_found for any non-probe
-    method — visible in stderr.
-    """
-
-    def filter(self, record: logging.LogRecord) -> bool:
-        if record.getMessage() != "Background task failed":
-            return True
-        exc_info = record.exc_info
-        if not exc_info:
-            return True
-        exc = exc_info[1]
-        # Imported lazily so this module stays importable when the optional
-        # ``agent-client-protocol`` dependency is not installed.
-        try:
-            from acp.exceptions import RequestError
-        except ImportError:
-            return True
-        if not isinstance(exc, RequestError):
-            return True
-        if getattr(exc, "code", None) != -32601:
-            return True
-        data = getattr(exc, "data", None)
-        method = data.get("method") if isinstance(data, dict) else None
-        return method not in _BENIGN_PROBE_METHODS
-
-
-def _setup_logging() -> None:
-    """Route all logging to stderr so stdout stays clean for ACP stdio."""
-    handler = logging.StreamHandler(sys.stderr)
-    handler.setFormatter(
-        logging.Formatter(
-            "%(asctime)s [%(levelname)s] %(name)s: %(message)s",
-            datefmt="%Y-%m-%d %H:%M:%S",
-        )
-    )
-    handler.addFilter(_BenignProbeMethodFilter())
-    root = logging.getLogger()
-    root.handlers.clear()
-    root.addHandler(handler)
-    root.setLevel(logging.INFO)
-
-    # Quiet down noisy libraries
-    logging.getLogger("httpx").setLevel(logging.WARNING)
-    logging.getLogger("httpcore").setLevel(logging.WARNING)
-    logging.getLogger("openai").setLevel(logging.WARNING)
-
-
-def _load_env() -> None:
-    """Load .env from HERMES_HOME (default ``~/.hermes``)."""
-    from hermes_cli.env_loader import load_hermes_dotenv
-
-    hermes_home = get_hermes_home()
-    loaded = load_hermes_dotenv(hermes_home=hermes_home)
-    if loaded:
-        for env_file in loaded:
-            logging.getLogger(__name__).info("Loaded env from %s", env_file)
-    else:
-        logging.getLogger(__name__).info(
-            "No .env found at %s, using system env", hermes_home / ".env"
-        )
-
-
-def main() -> None:
-    """Entry point: load env, configure logging, run the ACP agent."""
-    _setup_logging()
-    _load_env()
-
-    logger = logging.getLogger(__name__)
-    logger.info("Starting hermes-agent ACP adapter")
-
-    # Ensure the project root is on sys.path so ``from run_agent import AIAgent`` works
-    project_root = str(Path(__file__).resolve().parent.parent)
-    if project_root not in sys.path:
-        sys.path.insert(0, project_root)
-
-    import acp
-    from .server import HermesACPAgent
-
-    agent = HermesACPAgent()
-    try:
-        asyncio.run(acp.run_agent(agent, use_unstable_protocol=True))
-    except KeyboardInterrupt:
-        logger.info("Shutting down (KeyboardInterrupt)")
-    except Exception:
-        logger.exception("ACP agent crashed")
-        sys.exit(1)
-
-
-if __name__ == "__main__":
-    main()

acp_adapter/events.py

@@ -1,194 +0,0 @@
-"""Callback factories for bridging AIAgent events to ACP notifications.
-
-Each factory returns a callable with the signature that AIAgent expects
-for its callbacks. Internally, the callbacks push ACP session updates
-to the client via ``conn.session_update()`` using
-``asyncio.run_coroutine_threadsafe()`` (since AIAgent runs in a worker
-thread while the event loop lives on the main thread).
-"""
-
-import asyncio
-import json
-import logging
-from collections import deque
-from typing import Any, Callable, Deque, Dict
-
-import acp
-
-from .tools import (
-    build_tool_complete,
-    build_tool_start,
-    make_tool_call_id,
-)
-
-logger = logging.getLogger(__name__)
-
-
-def _send_update(
-    conn: acp.Client,
-    session_id: str,
-    loop: asyncio.AbstractEventLoop,
-    update: Any,
-) -> None:
-    """Fire-and-forget an ACP session update from a worker thread."""
-    try:
-        future = asyncio.run_coroutine_threadsafe(
-            conn.session_update(session_id, update), loop
-        )
-        future.result(timeout=5)
-    except Exception:
-        logger.debug("Failed to send ACP update", exc_info=True)
-
-
-# ------------------------------------------------------------------
-# Tool progress callback
-# ------------------------------------------------------------------
-
-def make_tool_progress_cb(
-    conn: acp.Client,
-    session_id: str,
-    loop: asyncio.AbstractEventLoop,
-    tool_call_ids: Dict[str, Deque[str]],
-    tool_call_meta: Dict[str, Dict[str, Any]],
-) -> Callable:
-    """Create a ``tool_progress_callback`` for AIAgent.
-
-    Signature expected by AIAgent::
-
-        tool_progress_callback(event_type: str, name: str, preview: str, args: dict, **kwargs)
-
-    Emits ``ToolCallStart`` for ``tool.started`` events and tracks IDs in a FIFO
-    queue per tool name so duplicate/parallel same-name calls still complete
-    against the correct ACP tool call.  Other event types (``tool.completed``,
-    ``reasoning.available``) are silently ignored.
-    """
-
-    def _tool_progress(event_type: str, name: str = None, preview: str = None, args: Any = None, **kwargs) -> None:
-        # Only emit ACP ToolCallStart for tool.started; ignore other event types
-        if event_type != "tool.started":
-            return
-        if isinstance(args, str):
-            try:
-                args = json.loads(args)
-            except (json.JSONDecodeError, TypeError):
-                args = {"raw": args}
-        if not isinstance(args, dict):
-            args = {}
-
-        tc_id = make_tool_call_id()
-        queue = tool_call_ids.get(name)
-        if queue is None:
-            queue = deque()
-            tool_call_ids[name] = queue
-        elif isinstance(queue, str):
-            queue = deque([queue])
-            tool_call_ids[name] = queue
-        queue.append(tc_id)
-
-        snapshot = None
-        if name in {"write_file", "patch", "skill_manage"}:
-            try:
-                from agent.display import capture_local_edit_snapshot
-
-                snapshot = capture_local_edit_snapshot(name, args)
-            except Exception:
-                logger.debug("Failed to capture ACP edit snapshot for %s", name, exc_info=True)
-        tool_call_meta[tc_id] = {"args": args, "snapshot": snapshot}
-
-        update = build_tool_start(tc_id, name, args)
-        _send_update(conn, session_id, loop, update)
-
-    return _tool_progress
-
-
-# ------------------------------------------------------------------
-# Thinking callback
-# ------------------------------------------------------------------
-
-def make_thinking_cb(
-    conn: acp.Client,
-    session_id: str,
-    loop: asyncio.AbstractEventLoop,
-) -> Callable:
-    """Create a ``thinking_callback`` for AIAgent."""
-
-    def _thinking(text: str) -> None:
-        if not text:
-            return
-        update = acp.update_agent_thought_text(text)
-        _send_update(conn, session_id, loop, update)
-
-    return _thinking
-
-
-# ------------------------------------------------------------------
-# Step callback
-# ------------------------------------------------------------------
-
-def make_step_cb(
-    conn: acp.Client,
-    session_id: str,
-    loop: asyncio.AbstractEventLoop,
-    tool_call_ids: Dict[str, Deque[str]],
-    tool_call_meta: Dict[str, Dict[str, Any]],
-) -> Callable:
-    """Create a ``step_callback`` for AIAgent.
-
-    Signature expected by AIAgent::
-
-        step_callback(api_call_count: int, prev_tools: list)
-    """
-
-    def _step(api_call_count: int, prev_tools: Any = None) -> None:
-        if prev_tools and isinstance(prev_tools, list):
-            for tool_info in prev_tools:
-                tool_name = None
-                result = None
-                function_args = None
-
-                if isinstance(tool_info, dict):
-                    tool_name = tool_info.get("name") or tool_info.get("function_name")
-                    result = tool_info.get("result") or tool_info.get("output")
-                    function_args = tool_info.get("arguments") or tool_info.get("args")
-                elif isinstance(tool_info, str):
-                    tool_name = tool_info
-
-                queue = tool_call_ids.get(tool_name or "")
-                if isinstance(queue, str):
-                    queue = deque([queue])
-                    tool_call_ids[tool_name] = queue
-                if tool_name and queue:
-                    tc_id = queue.popleft()
-                    meta = tool_call_meta.pop(tc_id, {})
-                    update = build_tool_complete(
-                        tc_id,
-                        tool_name,
-                        result=str(result) if result is not None else None,
-                        function_args=function_args or meta.get("args"),
-                        snapshot=meta.get("snapshot"),
-                    )
-                    _send_update(conn, session_id, loop, update)
-                    if not queue:
-                        tool_call_ids.pop(tool_name, None)
-
-    return _step
-
-
-# ------------------------------------------------------------------
-# Agent message callback
-# ------------------------------------------------------------------
-
-def make_message_cb(
-    conn: acp.Client,
-    session_id: str,
-    loop: asyncio.AbstractEventLoop,
-) -> Callable:
-    """Create a callback that streams agent response text to the editor."""
-
-    def _message(text: str) -> None:
-        if not text:
-            return
-        update = acp.update_agent_message_text(text)
-        _send_update(conn, session_id, loop, update)
-
-    return _message

acp_adapter/permissions.py

@@ -1,80 +0,0 @@
-"""ACP permission bridging — maps ACP approval requests to hermes approval callbacks."""
-
-from __future__ import annotations
-
-import asyncio
-import logging
-from concurrent.futures import TimeoutError as FutureTimeout
-from typing import Callable
-
-from acp.schema import (
-    AllowedOutcome,
-    PermissionOption,
-)
-
-logger = logging.getLogger(__name__)
-
-# Maps ACP PermissionOptionKind -> hermes approval result strings
-_KIND_TO_HERMES = {
-    "allow_once": "once",
-    "allow_always": "always",
-    "reject_once": "deny",
-    "reject_always": "deny",
-}
-
-
-def make_approval_callback(
-    request_permission_fn: Callable,
-    loop: asyncio.AbstractEventLoop,
-    session_id: str,
-    timeout: float = 60.0,
-) -> Callable[[str, str], str]:
-    """
-    Return a hermes-compatible ``approval_callback(command, description) -> str``
-    that bridges to the ACP client's ``request_permission`` call.
-
-    Args:
-        request_permission_fn: The ACP connection's ``request_permission`` coroutine.
-        loop: The event loop on which the ACP connection lives.
-        session_id: Current ACP session id.
-        timeout: Seconds to wait for a response before auto-denying.
-    """
-
-    def _callback(command: str, description: str) -> str:
-        options = [
-            PermissionOption(option_id="allow_once", kind="allow_once", name="Allow once"),
-            PermissionOption(option_id="allow_always", kind="allow_always", name="Allow always"),
-            PermissionOption(option_id="deny", kind="reject_once", name="Deny"),
-        ]
-        import acp as _acp
-
-        tool_call = _acp.start_tool_call("perm-check", command, kind="execute")
-
-        coro = request_permission_fn(
-            session_id=session_id,
-            tool_call=tool_call,
-            options=options,
-        )
-
-        try:
-            future = asyncio.run_coroutine_threadsafe(coro, loop)
-            response = future.result(timeout=timeout)
-        except (FutureTimeout, Exception) as exc:
-            logger.warning("Permission request timed out or failed: %s", exc)
-            return "deny"
-
-        if response is None:
-            return "deny"
-
-        outcome = response.outcome
-        if isinstance(outcome, AllowedOutcome):
-            option_id = outcome.option_id
-            # Look up the kind from our options list
-            for opt in options:
-                if opt.option_id == option_id:
-                    return _KIND_TO_HERMES.get(opt.kind, "deny")
-            return "once"  # fallback for unknown option_id
-        else:
-            return "deny"
-
-    return _callback

acp_adapter/server.py

@@ -1,906 +0,0 @@
-"""ACP agent server — exposes Hermes Agent via the Agent Client Protocol."""
-
-from __future__ import annotations
-
-import asyncio
-import logging
-import os
-from collections import defaultdict, deque
-from concurrent.futures import ThreadPoolExecutor
-from typing import Any, Deque, Optional
-
-import acp
-from acp.schema import (
-    AgentCapabilities,
-    AuthenticateResponse,
-    AvailableCommand,
-    AvailableCommandsUpdate,
-    ClientCapabilities,
-    EmbeddedResourceContentBlock,
-    ForkSessionResponse,
-    ImageContentBlock,
-    AudioContentBlock,
-    Implementation,
-    InitializeResponse,
-    ListSessionsResponse,
-    LoadSessionResponse,
-    McpServerHttp,
-    McpServerSse,
-    McpServerStdio,
-    ModelInfo,
-    NewSessionResponse,
-    PromptResponse,
-    ResumeSessionResponse,
-    SetSessionConfigOptionResponse,
-    SetSessionModelResponse,
-    SetSessionModeResponse,
-    ResourceContentBlock,
-    SessionCapabilities,
-    SessionForkCapabilities,
-    SessionListCapabilities,
-    SessionModelState,
-    SessionResumeCapabilities,
-    SessionInfo,
-    TextContentBlock,
-    UnstructuredCommandInput,
-    Usage,
-)
-
-# AuthMethodAgent was renamed from AuthMethod in agent-client-protocol 0.9.0
-try:
-    from acp.schema import AuthMethodAgent
-except ImportError:
-    from acp.schema import AuthMethod as AuthMethodAgent  # type: ignore[attr-defined]
-
-from acp_adapter.auth import detect_provider
-from acp_adapter.events import (
-    make_message_cb,
-    make_step_cb,
-    make_thinking_cb,
-    make_tool_progress_cb,
-)
-from acp_adapter.permissions import make_approval_callback
-from acp_adapter.session import SessionManager, SessionState
-
-logger = logging.getLogger(__name__)
-
-try:
-    from hermes_cli import __version__ as HERMES_VERSION
-except Exception:
-    HERMES_VERSION = "0.0.0"
-
-# Thread pool for running AIAgent (synchronous) in parallel.
-_executor = ThreadPoolExecutor(max_workers=4, thread_name_prefix="acp-agent")
-
-# Server-side page size for list_sessions. The ACP ListSessionsRequest schema
-# does not expose a client-side limit, so this is a fixed cap that clients
-# paginate against using `cursor` / `next_cursor`.
-_LIST_SESSIONS_PAGE_SIZE = 50
-
-
-def _extract_text(
-    prompt: list[
-        TextContentBlock
-        | ImageContentBlock
-        | AudioContentBlock
-        | ResourceContentBlock
-        | EmbeddedResourceContentBlock
-    ],
-) -> str:
-    """Extract plain text from ACP content blocks."""
-    parts: list[str] = []
-    for block in prompt:
-        if isinstance(block, TextContentBlock):
-            parts.append(block.text)
-        elif hasattr(block, "text"):
-            parts.append(str(block.text))
-        # Non-text blocks are ignored for now.
-    return "\n".join(parts)
-
-
-class HermesACPAgent(acp.Agent):
-    """ACP Agent implementation wrapping Hermes AIAgent."""
-
-    _SLASH_COMMANDS = {
-        "help": "Show available commands",
-        "model": "Show or change current model",
-        "tools": "List available tools",
-        "context": "Show conversation context info",
-        "reset": "Clear conversation history",
-        "compact": "Compress conversation context",
-        "version": "Show Hermes version",
-    }
-
-    _ADVERTISED_COMMANDS = (
-        {
-            "name": "help",
-            "description": "List available commands",
-        },
-        {
-            "name": "model",
-            "description": "Show current model and provider, or switch models",
-            "input_hint": "model name to switch to",
-        },
-        {
-            "name": "tools",
-            "description": "List available tools with descriptions",
-        },
-        {
-            "name": "context",
-            "description": "Show conversation message counts by role",
-        },
-        {
-            "name": "reset",
-            "description": "Clear conversation history",
-        },
-        {
-            "name": "compact",
-            "description": "Compress conversation context",
-        },
-        {
-            "name": "version",
-            "description": "Show Hermes version",
-        },
-    )
-
-    def __init__(self, session_manager: SessionManager | None = None):
-        super().__init__()
-        self.session_manager = session_manager or SessionManager()
-        self._conn: Optional[acp.Client] = None
-
-    # ---- Connection lifecycle -----------------------------------------------
-
-    def on_connect(self, conn: acp.Client) -> None:
-        """Store the client connection for sending session updates."""
-        self._conn = conn
-        logger.info("ACP client connected")
-
-    @staticmethod
-    def _encode_model_choice(provider: str | None, model: str | None) -> str:
-        """Encode a model selection so ACP clients can keep provider context."""
-        raw_model = str(model or "").strip()
-        if not raw_model:
-            return ""
-        raw_provider = str(provider or "").strip().lower()
-        if not raw_provider:
-            return raw_model
-        return f"{raw_provider}:{raw_model}"
-
-    def _build_model_state(self, state: SessionState) -> SessionModelState | None:
-        """Return the ACP model selector payload for editors like Zed."""
-        model = str(state.model or getattr(state.agent, "model", "") or "").strip()
-        provider = getattr(state.agent, "provider", None) or detect_provider() or "openrouter"
-
-        try:
-            from hermes_cli.models import curated_models_for_provider, normalize_provider, provider_label
-
-            normalized_provider = normalize_provider(provider)
-            provider_name = provider_label(normalized_provider)
-            available_models: list[ModelInfo] = []
-            seen_ids: set[str] = set()
-
-            for model_id, description in curated_models_for_provider(normalized_provider):
-                rendered_model = str(model_id or "").strip()
-                if not rendered_model:
-                    continue
-                choice_id = self._encode_model_choice(normalized_provider, rendered_model)
-                if choice_id in seen_ids:
-                    continue
-                desc_parts = [f"Provider: {provider_name}"]
-                if description:
-                    desc_parts.append(str(description).strip())
-                if rendered_model == model:
-                    desc_parts.append("current")
-                available_models.append(
-                    ModelInfo(
-                        model_id=choice_id,
-                        name=rendered_model,
-                        description=" • ".join(part for part in desc_parts if part),
-                    )
-                )
-                seen_ids.add(choice_id)
-
-            current_model_id = self._encode_model_choice(normalized_provider, model)
-            if current_model_id and current_model_id not in seen_ids:
-                available_models.insert(
-                    0,
-                    ModelInfo(
-                        model_id=current_model_id,
-                        name=model,
-                        description=f"Provider: {provider_name} • current",
-                    ),
-                )
-
-            if available_models:
-                return SessionModelState(
-                    available_models=available_models,
-                    current_model_id=current_model_id or available_models[0].model_id,
-                )
-        except Exception:
-            logger.debug("Could not build ACP model state", exc_info=True)
-
-        if not model:
-            return None
-
-        fallback_choice = self._encode_model_choice(provider, model)
-        return SessionModelState(
-            available_models=[ModelInfo(model_id=fallback_choice, name=model)],
-            current_model_id=fallback_choice,
-        )
-
-    @staticmethod
-    def _resolve_model_selection(raw_model: str, current_provider: str) -> tuple[str, str]:
-        """Resolve ``provider:model`` input into the provider and normalized model id."""
-        target_provider = current_provider
-        new_model = raw_model.strip()
-
-        try:
-            from hermes_cli.models import detect_provider_for_model, parse_model_input
-
-            target_provider, new_model = parse_model_input(new_model, current_provider)
-            if target_provider == current_provider:
-                detected = detect_provider_for_model(new_model, current_provider)
-                if detected:
-                    target_provider, new_model = detected
-        except Exception:
-            logger.debug("Provider detection failed, using model as-is", exc_info=True)
-
-        return target_provider, new_model
-
-    async def _register_session_mcp_servers(
-        self,
-        state: SessionState,
-        mcp_servers: list[McpServerStdio | McpServerHttp | McpServerSse] | None,
-    ) -> None:
-        """Register ACP-provided MCP servers and refresh the agent tool surface."""
-        if not mcp_servers:
-            return
-
-        try:
-            from tools.mcp_tool import register_mcp_servers
-
-            config_map: dict[str, dict] = {}
-            for server in mcp_servers:
-                name = server.name
-                if isinstance(server, McpServerStdio):
-                    config = {
-                        "command": server.command,
-                        "args": list(server.args),
-                        "env": {item.name: item.value for item in server.env},
-                    }
-                else:
-                    config = {
-                        "url": server.url,
-                        "headers": {item.name: item.value for item in server.headers},
-                    }
-                config_map[name] = config
-
-            await asyncio.to_thread(register_mcp_servers, config_map)
-        except Exception:
-            logger.warning(
-                "Session %s: failed to register ACP MCP servers",
-                state.session_id,
-                exc_info=True,
-            )
-            return
-
-        try:
-            from model_tools import get_tool_definitions
-
-            enabled_toolsets = getattr(state.agent, "enabled_toolsets", None) or ["hermes-acp"]
-            disabled_toolsets = getattr(state.agent, "disabled_toolsets", None)
-            state.agent.tools = get_tool_definitions(
-                enabled_toolsets=enabled_toolsets,
-                disabled_toolsets=disabled_toolsets,
-                quiet_mode=True,
-            )
-            state.agent.valid_tool_names = {
-                tool["function"]["name"] for tool in state.agent.tools or []
-            }
-            invalidate = getattr(state.agent, "_invalidate_system_prompt", None)
-            if callable(invalidate):
-                invalidate()
-            logger.info(
-                "Session %s: refreshed tool surface after ACP MCP registration (%d tools)",
-                state.session_id,
-                len(state.agent.tools or []),
-            )
-        except Exception:
-            logger.warning(
-                "Session %s: failed to refresh tool surface after ACP MCP registration",
-                state.session_id,
-                exc_info=True,
-            )
-
-    # ---- ACP lifecycle ------------------------------------------------------
-
-    async def initialize(
-        self,
-        protocol_version: int | None = None,
-        client_capabilities: ClientCapabilities | None = None,
-        client_info: Implementation | None = None,
-        **kwargs: Any,
-    ) -> InitializeResponse:
-        resolved_protocol_version = (
-            protocol_version if isinstance(protocol_version, int) else acp.PROTOCOL_VERSION
-        )
-        provider = detect_provider()
-        auth_methods = None
-        if provider:
-            auth_methods = [
-                AuthMethodAgent(
-                    id=provider,
-                    name=f"{provider} runtime credentials",
-                    description=f"Authenticate Hermes using the currently configured {provider} runtime credentials.",
-                )
-            ]
-
-        client_name = client_info.name if client_info else "unknown"
-        logger.info(
-            "Initialize from %s (protocol v%s)",
-            client_name,
-            resolved_protocol_version,
-        )
-
-        return InitializeResponse(
-            protocol_version=acp.PROTOCOL_VERSION,
-            agent_info=Implementation(name="hermes-agent", version=HERMES_VERSION),
-            agent_capabilities=AgentCapabilities(
-                load_session=True,
-                session_capabilities=SessionCapabilities(
-                    fork=SessionForkCapabilities(),
-                    list=SessionListCapabilities(),
-                    resume=SessionResumeCapabilities(),
-                ),
-            ),
-            auth_methods=auth_methods,
-        )
-
-    async def authenticate(self, method_id: str, **kwargs: Any) -> AuthenticateResponse | None:
-        # Only accept authenticate() calls whose method_id matches the
-        # provider we advertised in initialize(). Without this check,
-        # authenticate() would acknowledge any method_id as long as the
-        # server has provider credentials configured — harmless under
-        # Hermes' threat model (ACP is stdio-only, local-trust), but poor
-        # API hygiene and confusing if ACP ever grows multi-method auth.
-        provider = detect_provider()
-        if not provider:
-            return None
-        if not isinstance(method_id, str) or method_id.strip().lower() != provider:
-            return None
-        return AuthenticateResponse()
-
-    # ---- Session management -------------------------------------------------
-
-    async def new_session(
-        self,
-        cwd: str,
-        mcp_servers: list | None = None,
-        **kwargs: Any,
-    ) -> NewSessionResponse:
-        state = self.session_manager.create_session(cwd=cwd)
-        await self._register_session_mcp_servers(state, mcp_servers)
-        logger.info("New session %s (cwd=%s)", state.session_id, cwd)
-        self._schedule_available_commands_update(state.session_id)
-        return NewSessionResponse(
-            session_id=state.session_id,
-            models=self._build_model_state(state),
-        )
-
-    async def load_session(
-        self,
-        cwd: str,
-        session_id: str,
-        mcp_servers: list | None = None,
-        **kwargs: Any,
-    ) -> LoadSessionResponse | None:
-        state = self.session_manager.update_cwd(session_id, cwd)
-        if state is None:
-            logger.warning("load_session: session %s not found", session_id)
-            return None
-        await self._register_session_mcp_servers(state, mcp_servers)
-        logger.info("Loaded session %s", session_id)
-        self._schedule_available_commands_update(session_id)
-        return LoadSessionResponse(models=self._build_model_state(state))
-
-    async def resume_session(
-        self,
-        cwd: str,
-        session_id: str,
-        mcp_servers: list | None = None,
-        **kwargs: Any,
-    ) -> ResumeSessionResponse:
-        state = self.session_manager.update_cwd(session_id, cwd)
-        if state is None:
-            logger.warning("resume_session: session %s not found, creating new", session_id)
-            state = self.session_manager.create_session(cwd=cwd)
-        await self._register_session_mcp_servers(state, mcp_servers)
-        logger.info("Resumed session %s", state.session_id)
-        self._schedule_available_commands_update(state.session_id)
-        return ResumeSessionResponse(models=self._build_model_state(state))
-
-    async def cancel(self, session_id: str, **kwargs: Any) -> None:
-        state = self.session_manager.get_session(session_id)
-        if state and state.cancel_event:
-            state.cancel_event.set()
-            try:
-                if getattr(state, "agent", None) and hasattr(state.agent, "interrupt"):
-                    state.agent.interrupt()
-            except Exception:
-                logger.debug("Failed to interrupt ACP session %s", session_id, exc_info=True)
-            logger.info("Cancelled session %s", session_id)
-
-    async def fork_session(
-        self,
-        cwd: str,
-        session_id: str,
-        mcp_servers: list | None = None,
-        **kwargs: Any,
-    ) -> ForkSessionResponse:
-        state = self.session_manager.fork_session(session_id, cwd=cwd)
-        new_id = state.session_id if state else ""
-        if state is not None:
-            await self._register_session_mcp_servers(state, mcp_servers)
-        logger.info("Forked session %s -> %s", session_id, new_id)
-        if new_id:
-            self._schedule_available_commands_update(new_id)
-        return ForkSessionResponse(session_id=new_id)
-
-    async def list_sessions(
-        self,
-        cursor: str | None = None,
-        cwd: str | None = None,
-        **kwargs: Any,
-    ) -> ListSessionsResponse:
-        """List ACP sessions with optional ``cwd`` filtering and cursor pagination.
-
-        ``cwd`` is passed through to ``SessionManager.list_sessions`` which already
-        normalizes and filters by working directory. ``cursor`` is a ``session_id``
-        previously returned as ``next_cursor``; results resume after that entry.
-        Server-side page size is capped at ``_LIST_SESSIONS_PAGE_SIZE``; when more
-        results remain, ``next_cursor`` is set to the last returned ``session_id``.
-        """
-        infos = self.session_manager.list_sessions(cwd=cwd)
-
-        if cursor:
-            for idx, s in enumerate(infos):
-                if s["session_id"] == cursor:
-                    infos = infos[idx + 1:]
-                    break
-            else:
-                # Unknown cursor -> empty page (do not fall back to full list).
-                infos = []
-
-        has_more = len(infos) > _LIST_SESSIONS_PAGE_SIZE
-        infos = infos[:_LIST_SESSIONS_PAGE_SIZE]
-
-        sessions = []
-        for s in infos:
-            updated_at = s.get("updated_at")
-            if updated_at is not None and not isinstance(updated_at, str):
-                updated_at = str(updated_at)
-            sessions.append(
-                SessionInfo(
-                    session_id=s["session_id"],
-                    cwd=s["cwd"],
-                    title=s.get("title"),
-                    updated_at=updated_at,
-                )
-            )
-
-        next_cursor = sessions[-1].session_id if has_more and sessions else None
-        return ListSessionsResponse(sessions=sessions, next_cursor=next_cursor)
-
-    # ---- Prompt (core) ------------------------------------------------------
-
-    async def prompt(
-        self,
-        prompt: list[
-            TextContentBlock
-            | ImageContentBlock
-            | AudioContentBlock
-            | ResourceContentBlock
-            | EmbeddedResourceContentBlock
-        ],
-        session_id: str,
-        **kwargs: Any,
-    ) -> PromptResponse:
-        """Run Hermes on the user's prompt and stream events back to the editor."""
-        state = self.session_manager.get_session(session_id)
-        if state is None:
-            logger.error("prompt: session %s not found", session_id)
-            return PromptResponse(stop_reason="refusal")
-
-        user_text = _extract_text(prompt).strip()
-        if not user_text:
-            return PromptResponse(stop_reason="end_turn")
-
-        # Intercept slash commands — handle locally without calling the LLM
-        if user_text.startswith("/"):
-            response_text = self._handle_slash_command(user_text, state)
-            if response_text is not None:
-                if self._conn:
-                    update = acp.update_agent_message_text(response_text)
-                    await self._conn.session_update(session_id, update)
-                return PromptResponse(stop_reason="end_turn")
-
-        logger.info("Prompt on session %s: %s", session_id, user_text[:100])
-
-        conn = self._conn
-        loop = asyncio.get_running_loop()
-
-        if state.cancel_event:
-            state.cancel_event.clear()
-
-        tool_call_ids: dict[str, Deque[str]] = defaultdict(deque)
-        tool_call_meta: dict[str, dict[str, Any]] = {}
-        previous_approval_cb = None
-
-        if conn:
-            tool_progress_cb = make_tool_progress_cb(conn, session_id, loop, tool_call_ids, tool_call_meta)
-            thinking_cb = make_thinking_cb(conn, session_id, loop)
-            step_cb = make_step_cb(conn, session_id, loop, tool_call_ids, tool_call_meta)
-            message_cb = make_message_cb(conn, session_id, loop)
-            approval_cb = make_approval_callback(conn.request_permission, loop, session_id)
-        else:
-            tool_progress_cb = None
-            thinking_cb = None
-            step_cb = None
-            message_cb = None
-            approval_cb = None
-
-        agent = state.agent
-        agent.tool_progress_callback = tool_progress_cb
-        agent.thinking_callback = thinking_cb
-        agent.step_callback = step_cb
-        agent.message_callback = message_cb
-
-        # Approval callback is per-thread (thread-local, GHSA-qg5c-hvr5-hjgr).
-        # Set it INSIDE _run_agent so the TLS write happens in the executor
-        # thread — setting it here would write to the event-loop thread's TLS,
-        # not the executor's. Also set HERMES_INTERACTIVE so approval.py
-        # takes the CLI-interactive path (which calls the registered
-        # callback via prompt_dangerous_approval) instead of the
-        # non-interactive auto-approve branch (GHSA-96vc-wcxf-jjff).
-        # ACP's conn.request_permission maps cleanly to the interactive
-        # callback shape — not the gateway-queue HERMES_EXEC_ASK path,
-        # which requires a notify_cb registered in _gateway_notify_cbs.
-        previous_approval_cb = None
-        previous_interactive = None
-
-        def _run_agent() -> dict:
-            nonlocal previous_approval_cb, previous_interactive
-            if approval_cb:
-                try:
-                    from tools import terminal_tool as _terminal_tool
-                    previous_approval_cb = _terminal_tool._get_approval_callback()
-                    _terminal_tool.set_approval_callback(approval_cb)
-                except Exception:
-                    logger.debug("Could not set ACP approval callback", exc_info=True)
-            # Signal to tools.approval that we have an interactive callback
-            # and the non-interactive auto-approve path must not fire.
-            previous_interactive = os.environ.get("HERMES_INTERACTIVE")
-            os.environ["HERMES_INTERACTIVE"] = "1"
-            try:
-                result = agent.run_conversation(
-                    user_message=user_text,
-                    conversation_history=state.history,
-                    task_id=session_id,
-                )
-                return result
-            except Exception as e:
-                logger.exception("Agent error in session %s", session_id)
-                return {"final_response": f"Error: {e}", "messages": state.history}
-            finally:
-                # Restore HERMES_INTERACTIVE.
-                if previous_interactive is None:
-                    os.environ.pop("HERMES_INTERACTIVE", None)
-                else:
-                    os.environ["HERMES_INTERACTIVE"] = previous_interactive
-                if approval_cb:
-                    try:
-                        from tools import terminal_tool as _terminal_tool
-                        _terminal_tool.set_approval_callback(previous_approval_cb)
-                    except Exception:
-                        logger.debug("Could not restore approval callback", exc_info=True)
-
-        try:
-            result = await loop.run_in_executor(_executor, _run_agent)
-        except Exception:
-            logger.exception("Executor error for session %s", session_id)
-            return PromptResponse(stop_reason="end_turn")
-
-        if result.get("messages"):
-            state.history = result["messages"]
-            # Persist updated history so sessions survive process restarts.
-            self.session_manager.save_session(session_id)
-
-        final_response = result.get("final_response", "")
-        if final_response:
-            try:
-                from agent.title_generator import maybe_auto_title
-
-                maybe_auto_title(
-                    self.session_manager._get_db(),
-                    session_id,
-                    user_text,
-                    final_response,
-                    state.history,
-                )
-            except Exception:
-                logger.debug("Failed to auto-title ACP session %s", session_id, exc_info=True)
-        if final_response and conn:
-            update = acp.update_agent_message_text(final_response)
-            await conn.session_update(session_id, update)
-
-        usage = None
-        if any(result.get(key) is not None for key in ("prompt_tokens", "completion_tokens", "total_tokens")):
-            usage = Usage(
-                input_tokens=result.get("prompt_tokens", 0),
-                output_tokens=result.get("completion_tokens", 0),
-                total_tokens=result.get("total_tokens", 0),
-                thought_tokens=result.get("reasoning_tokens"),
-                cached_read_tokens=result.get("cache_read_tokens"),
-            )
-
-        stop_reason = "cancelled" if state.cancel_event and state.cancel_event.is_set() else "end_turn"
-        return PromptResponse(stop_reason=stop_reason, usage=usage)
-
-    # ---- Slash commands (headless) -------------------------------------------
-
-    @classmethod
-    def _available_commands(cls) -> list[AvailableCommand]:
-        commands: list[AvailableCommand] = []
-        for spec in cls._ADVERTISED_COMMANDS:
-            input_hint = spec.get("input_hint")
-            commands.append(
-                AvailableCommand(
-                    name=spec["name"],
-                    description=spec["description"],
-                    input=UnstructuredCommandInput(hint=input_hint)
-                    if input_hint
-                    else None,
-                )
-            )
-        return commands
-
-    async def _send_available_commands_update(self, session_id: str) -> None:
-        """Advertise supported slash commands to the connected ACP client."""
-        if not self._conn:
-            return
-
-        try:
-            await self._conn.session_update(
-                session_id=session_id,
-                update=AvailableCommandsUpdate(
-                    session_update="available_commands_update",
-                    available_commands=self._available_commands(),
-                ),
-            )
-        except Exception:
-            logger.warning(
-                "Failed to advertise ACP slash commands for session %s",
-                session_id,
-                exc_info=True,
-            )
-
-    def _schedule_available_commands_update(self, session_id: str) -> None:
-        """Send the command advertisement after the session response is queued."""
-        if not self._conn:
-            return
-        loop = asyncio.get_running_loop()
-        loop.call_soon(
-            asyncio.create_task, self._send_available_commands_update(session_id)
-        )
-
-    def _handle_slash_command(self, text: str, state: SessionState) -> str | None:
-        """Dispatch a slash command and return the response text.
-
-        Returns ``None`` for unrecognized commands so they fall through
-        to the LLM (the user may have typed ``/something`` as prose).
-        """
-        parts = text.split(maxsplit=1)
-        cmd = parts[0].lstrip("/").lower()
-        args = parts[1].strip() if len(parts) > 1 else ""
-
-        handler = {
-            "help": self._cmd_help,
-            "model": self._cmd_model,
-            "tools": self._cmd_tools,
-            "context": self._cmd_context,
-            "reset": self._cmd_reset,
-            "compact": self._cmd_compact,
-            "version": self._cmd_version,
-        }.get(cmd)
-
-        if handler is None:
-            return None  # not a known command — let the LLM handle it
-
-        try:
-            return handler(args, state)
-        except Exception as e:
-            logger.error("Slash command /%s error: %s", cmd, e, exc_info=True)
-            return f"Error executing /{cmd}: {e}"
-
-    def _cmd_help(self, args: str, state: SessionState) -> str:
-        lines = ["Available commands:", ""]
-        for cmd, desc in self._SLASH_COMMANDS.items():
-            lines.append(f"  /{cmd:10s}  {desc}")
-        lines.append("")
-        lines.append("Unrecognized /commands are sent to the model as normal messages.")
-        return "\n".join(lines)
-
-    def _cmd_model(self, args: str, state: SessionState) -> str:
-        if not args:
-            model = state.model or getattr(state.agent, "model", "unknown")
-            provider = getattr(state.agent, "provider", None) or "auto"
-            return f"Current model: {model}\nProvider: {provider}"
-
-        current_provider = getattr(state.agent, "provider", None) or "openrouter"
-        target_provider, new_model = self._resolve_model_selection(args, current_provider)
-
-        state.model = new_model
-        state.agent = self.session_manager._make_agent(
-            session_id=state.session_id,
-            cwd=state.cwd,
-            model=new_model,
-            requested_provider=target_provider,
-        )
-        self.session_manager.save_session(state.session_id)
-        provider_label = getattr(state.agent, "provider", None) or target_provider or current_provider
-        logger.info("Session %s: model switched to %s", state.session_id, new_model)
-        return f"Model switched to: {new_model}\nProvider: {provider_label}"
-
-    def _cmd_tools(self, args: str, state: SessionState) -> str:
-        try:
-            from model_tools import get_tool_definitions
-            toolsets = getattr(state.agent, "enabled_toolsets", None) or ["hermes-acp"]
-            tools = get_tool_definitions(enabled_toolsets=toolsets, quiet_mode=True)
-            if not tools:
-                return "No tools available."
-            lines = [f"Available tools ({len(tools)}):"]
-            for t in tools:
-                name = t.get("function", {}).get("name", "?")
-                desc = t.get("function", {}).get("description", "")
-                # Truncate long descriptions
-                if len(desc) > 80:
-                    desc = desc[:77] + "..."
-                lines.append(f"  {name}: {desc}")
-            return "\n".join(lines)
-        except Exception as e:
-            return f"Could not list tools: {e}"
-
-    def _cmd_context(self, args: str, state: SessionState) -> str:
-        n_messages = len(state.history)
-        if n_messages == 0:
-            return "Conversation is empty (no messages yet)."
-        # Count by role
-        roles: dict[str, int] = {}
-        for msg in state.history:
-            role = msg.get("role", "unknown")
-            roles[role] = roles.get(role, 0) + 1
-        lines = [
-            f"Conversation: {n_messages} messages",
-            f"  user: {roles.get('user', 0)}, assistant: {roles.get('assistant', 0)}, "
-            f"tool: {roles.get('tool', 0)}, system: {roles.get('system', 0)}",
-        ]
-        model = state.model or getattr(state.agent, "model", "")
-        if model:
-            lines.append(f"Model: {model}")
-        return "\n".join(lines)
-
-    def _cmd_reset(self, args: str, state: SessionState) -> str:
-        state.history.clear()
-        self.session_manager.save_session(state.session_id)
-        return "Conversation history cleared."
-
-    def _cmd_compact(self, args: str, state: SessionState) -> str:
-        if not state.history:
-            return "Nothing to compress — conversation is empty."
-        try:
-            agent = state.agent
-            if not getattr(agent, "compression_enabled", True):
-                return "Context compression is disabled for this agent."
-            if not hasattr(agent, "_compress_context"):
-                return "Context compression not available for this agent."
-
-            from agent.model_metadata import estimate_messages_tokens_rough
-
-            original_count = len(state.history)
-            approx_tokens = estimate_messages_tokens_rough(state.history)
-            original_session_db = getattr(agent, "_session_db", None)
-
-            try:
-                # ACP sessions must keep a stable session id, so avoid the
-                # SQLite session-splitting side effect inside _compress_context.
-                agent._session_db = None
-                compressed, _ = agent._compress_context(
-                    state.history,
-                    getattr(agent, "_cached_system_prompt", "") or "",
-                    approx_tokens=approx_tokens,
-                    task_id=state.session_id,
-                )
-            finally:
-                agent._session_db = original_session_db
-
-            state.history = compressed
-            self.session_manager.save_session(state.session_id)
-
-            new_count = len(state.history)
-            new_tokens = estimate_messages_tokens_rough(state.history)
-            return (
-                f"Context compressed: {original_count} -> {new_count} messages\n"
-                f"~{approx_tokens:,} -> ~{new_tokens:,} tokens"
-            )
-        except Exception as e:
-            return f"Compression failed: {e}"
-
-    def _cmd_version(self, args: str, state: SessionState) -> str:
-        return f"Hermes Agent v{HERMES_VERSION}"
-
-    # ---- Model switching (ACP protocol method) -------------------------------
-
-    async def set_session_model(
-        self, model_id: str, session_id: str, **kwargs: Any
-    ) -> SetSessionModelResponse | None:
-        """Switch the model for a session (called by ACP protocol)."""
-        state = self.session_manager.get_session(session_id)
-        if state:
-            current_provider = getattr(state.agent, "provider", None)
-            requested_provider, resolved_model = self._resolve_model_selection(
-                model_id,
-                current_provider or "openrouter",
-            )
-            state.model = resolved_model
-            provider_changed = bool(current_provider and requested_provider != current_provider)
-            current_base_url = None if provider_changed else getattr(state.agent, "base_url", None)
-            current_api_mode = None if provider_changed else getattr(state.agent, "api_mode", None)
-            state.agent = self.session_manager._make_agent(
-                session_id=session_id,
-                cwd=state.cwd,
-                model=resolved_model,
-                requested_provider=requested_provider,
-                base_url=current_base_url,
-                api_mode=current_api_mode,
-            )
-            self.session_manager.save_session(session_id)
-            logger.info(
-                "Session %s: model switched to %s via provider %s",
-                session_id,
-                resolved_model,
-                requested_provider,
-            )
-            return SetSessionModelResponse()
-        logger.warning("Session %s: model switch requested for missing session", session_id)
-        return None
-
-    async def set_session_mode(
-        self, mode_id: str, session_id: str, **kwargs: Any
-    ) -> SetSessionModeResponse | None:
-        """Persist the editor-requested mode so ACP clients do not fail on mode switches."""
-        state = self.session_manager.get_session(session_id)
-        if state is None:
-            logger.warning("Session %s: mode switch requested for missing session", session_id)
-            return None
-        setattr(state, "mode", mode_id)
-        self.session_manager.save_session(session_id)
-        logger.info("Session %s: mode switched to %s", session_id, mode_id)
-        return SetSessionModeResponse()
-
-    async def set_config_option(
-        self, config_id: str, session_id: str, value: str, **kwargs: Any
-    ) -> SetSessionConfigOptionResponse | None:
-        """Accept ACP config option updates even when Hermes has no typed ACP config surface yet."""
-        state = self.session_manager.get_session(session_id)
-        if state is None:
-            logger.warning("Session %s: config update requested for missing session", session_id)
-            return None
-
-        options = getattr(state, "config_options", None)
-        if not isinstance(options, dict):
-            options = {}
-        options[str(config_id)] = value
-        setattr(state, "config_options", options)
-        self.session_manager.save_session(session_id)
-        logger.info("Session %s: config option %s updated", session_id, config_id)
-        return SetSessionConfigOptionResponse(config_options=[])

acp_adapter/session.py

@@ -1,568 +0,0 @@
-"""ACP session manager — maps ACP sessions to Hermes AIAgent instances.
-
-Sessions are persisted to the shared SessionDB (``~/.hermes/state.db``) so they
-survive process restarts and appear in ``session_search``.  When the editor
-reconnects after idle/restart, the ``load_session`` / ``resume_session`` calls
-find the persisted session in the database and restore the full conversation
-history.
-"""
-from __future__ import annotations
-
-from hermes_constants import get_hermes_home
-
-import copy
-import json
-import logging
-import os
-import re
-import sys
-import time
-import uuid
-from datetime import datetime, timezone
-from dataclasses import dataclass, field
-from threading import Lock
-from typing import Any, Dict, List, Optional
-
-logger = logging.getLogger(__name__)
-
-
-def _normalize_cwd_for_compare(cwd: str | None) -> str:
-    raw = str(cwd or ".").strip()
-    if not raw:
-        raw = "."
-    expanded = os.path.expanduser(raw)
-
-    # Normalize Windows drive paths into the equivalent WSL mount form so
-    # ACP history filters match the same workspace across Windows and WSL.
-    match = re.match(r"^([A-Za-z]):[\\/](.*)$", expanded)
-    if match:
-        drive = match.group(1).lower()
-        tail = match.group(2).replace("\\", "/")
-        expanded = f"/mnt/{drive}/{tail}"
-    elif re.match(r"^/mnt/[A-Za-z]/", expanded):
-        expanded = f"/mnt/{expanded[5].lower()}/{expanded[7:]}"
-
-    return os.path.normpath(expanded)
-
-
-def _build_session_title(title: Any, preview: Any, cwd: str | None) -> str:
-    explicit = str(title or "").strip()
-    if explicit:
-        return explicit
-    preview_text = str(preview or "").strip()
-    if preview_text:
-        return preview_text
-    leaf = os.path.basename(str(cwd or "").rstrip("/\\"))
-    return leaf or "New thread"
-
-
-def _format_updated_at(value: Any) -> str | None:
-    if value is None:
-        return None
-    if isinstance(value, str) and value.strip():
-        return value
-    try:
-        return datetime.fromtimestamp(float(value), tz=timezone.utc).isoformat()
-    except Exception:
-        return None
-
-
-def _updated_at_sort_key(value: Any) -> float:
-    if value is None:
-        return float("-inf")
-    if isinstance(value, (int, float)):
-        return float(value)
-    raw = str(value).strip()
-    if not raw:
-        return float("-inf")
-    try:
-        return datetime.fromisoformat(raw.replace("Z", "+00:00")).timestamp()
-    except Exception:
-        try:
-            return float(raw)
-        except Exception:
-            return float("-inf")
-
-
-def _acp_stderr_print(*args, **kwargs) -> None:
-    """Best-effort human-readable output sink for ACP stdio sessions.
-
-    ACP reserves stdout for JSON-RPC frames, so any incidental CLI/status output
-    from AIAgent must be redirected away from stdout. Route it to stderr instead.
-    """
-    kwargs = dict(kwargs)
-    kwargs.setdefault("file", sys.stderr)
-    print(*args, **kwargs)
-
-
-def _register_task_cwd(task_id: str, cwd: str) -> None:
-    """Bind a task/session id to the editor's working directory for tools."""
-    if not task_id:
-        return
-    try:
-        from tools.terminal_tool import register_task_env_overrides
-        register_task_env_overrides(task_id, {"cwd": cwd})
-    except Exception:
-        logger.debug("Failed to register ACP task cwd override", exc_info=True)
-
-
-def _clear_task_cwd(task_id: str) -> None:
-    """Remove task-specific cwd overrides for an ACP session."""
-    if not task_id:
-        return
-    try:
-        from tools.terminal_tool import clear_task_env_overrides
-        clear_task_env_overrides(task_id)
-    except Exception:
-        logger.debug("Failed to clear ACP task cwd override", exc_info=True)
-
-
-@dataclass
-class SessionState:
-    """Tracks per-session state for an ACP-managed Hermes agent."""
-
-    session_id: str
-    agent: Any  # AIAgent instance
-    cwd: str = "."
-    model: str = ""
-    history: List[Dict[str, Any]] = field(default_factory=list)
-    cancel_event: Any = None  # threading.Event
-
-
-class SessionManager:
-    """Thread-safe manager for ACP sessions backed by Hermes AIAgent instances.
-
-    Sessions are held in-memory for fast access **and** persisted to the
-    shared SessionDB so they survive process restarts and are searchable
-    via ``session_search``.
-    """
-
-    def __init__(self, agent_factory=None, db=None):
-        """
-        Args:
-            agent_factory: Optional callable that creates an AIAgent-like object.
-                           Used by tests. When omitted, a real AIAgent is created
-                           using the current Hermes runtime provider configuration.
-            db:            Optional SessionDB instance. When omitted, the default
-                           SessionDB (``~/.hermes/state.db``) is lazily created.
-        """
-        self._sessions: Dict[str, SessionState] = {}
-        self._lock = Lock()
-        self._agent_factory = agent_factory
-        self._db_instance = db  # None → lazy-init on first use
-
-    # ---- public API ---------------------------------------------------------
-
-    def create_session(self, cwd: str = ".") -> SessionState:
-        """Create a new session with a unique ID and a fresh AIAgent."""
-        import threading
-
-        session_id = str(uuid.uuid4())
-        agent = self._make_agent(session_id=session_id, cwd=cwd)
-        state = SessionState(
-            session_id=session_id,
-            agent=agent,
-            cwd=cwd,
-            model=getattr(agent, "model", "") or "",
-            cancel_event=threading.Event(),
-        )
-        with self._lock:
-            self._sessions[session_id] = state
-        _register_task_cwd(session_id, cwd)
-        self._persist(state)
-        logger.info("Created ACP session %s (cwd=%s)", session_id, cwd)
-        return state
-
-    def get_session(self, session_id: str) -> Optional[SessionState]:
-        """Return the session for *session_id*, or ``None``.
-
-        If the session is not in memory but exists in the database (e.g. after
-        a process restart), it is transparently restored.
-        """
-        with self._lock:
-            state = self._sessions.get(session_id)
-        if state is not None:
-            return state
-        # Attempt to restore from database.
-        return self._restore(session_id)
-
-    def remove_session(self, session_id: str) -> bool:
-        """Remove a session from memory and database. Returns True if it existed."""
-        with self._lock:
-            existed = self._sessions.pop(session_id, None) is not None
-        db_existed = self._delete_persisted(session_id)
-        if existed or db_existed:
-            _clear_task_cwd(session_id)
-        return existed or db_existed
-
-    def fork_session(self, session_id: str, cwd: str = ".") -> Optional[SessionState]:
-        """Deep-copy a session's history into a new session."""
-        import threading
-
-        original = self.get_session(session_id)  # checks DB too
-        if original is None:
-            return None
-
-        new_id = str(uuid.uuid4())
-        agent = self._make_agent(
-            session_id=new_id,
-            cwd=cwd,
-            model=original.model or None,
-        )
-        state = SessionState(
-            session_id=new_id,
-            agent=agent,
-            cwd=cwd,
-            model=getattr(agent, "model", original.model) or original.model,
-            history=copy.deepcopy(original.history),
-            cancel_event=threading.Event(),
-        )
-        with self._lock:
-            self._sessions[new_id] = state
-        _register_task_cwd(new_id, cwd)
-        self._persist(state)
-        logger.info("Forked ACP session %s -> %s", session_id, new_id)
-        return state
-
-    def list_sessions(self, cwd: str | None = None) -> List[Dict[str, Any]]:
-        """Return lightweight info dicts for all sessions (memory + database)."""
-        normalized_cwd = _normalize_cwd_for_compare(cwd) if cwd else None
-        db = self._get_db()
-        persisted_rows: dict[str, dict[str, Any]] = {}
-
-        if db is not None:
-            try:
-                for row in db.list_sessions_rich(source="acp", limit=1000):
-                    persisted_rows[str(row["id"])] = dict(row)
-            except Exception:
-                logger.debug("Failed to load ACP sessions from DB", exc_info=True)
-
-        # Collect in-memory sessions first.
-        with self._lock:
-            seen_ids = set(self._sessions.keys())
-            results = []
-            for s in self._sessions.values():
-                history_len = len(s.history)
-                if history_len <= 0:
-                    continue
-                if normalized_cwd and _normalize_cwd_for_compare(s.cwd) != normalized_cwd:
-                    continue
-                persisted = persisted_rows.get(s.session_id, {})
-                preview = next(
-                    (
-                        str(msg.get("content") or "").strip()
-                        for msg in s.history
-                        if msg.get("role") == "user" and str(msg.get("content") or "").strip()
-                    ),
-                    persisted.get("preview") or "",
-                )
-                results.append(
-                    {
-                        "session_id": s.session_id,
-                        "cwd": s.cwd,
-                        "model": s.model,
-                        "history_len": history_len,
-                        "title": _build_session_title(persisted.get("title"), preview, s.cwd),
-                        "updated_at": _format_updated_at(
-                            persisted.get("last_active") or persisted.get("started_at") or time.time()
-                        ),
-                    }
-                )
-
-        # Merge any persisted sessions not currently in memory.
-        for sid, row in persisted_rows.items():
-            if sid in seen_ids:
-                continue
-            message_count = int(row.get("message_count") or 0)
-            if message_count <= 0:
-                continue
-            # Extract cwd from model_config JSON.
-            session_cwd = "."
-            mc = row.get("model_config")
-            if mc:
-                try:
-                    session_cwd = json.loads(mc).get("cwd", ".")
-                except (json.JSONDecodeError, TypeError):
-                    pass
-            if normalized_cwd and _normalize_cwd_for_compare(session_cwd) != normalized_cwd:
-                continue
-            results.append({
-                "session_id": sid,
-                "cwd": session_cwd,
-                "model": row.get("model") or "",
-                "history_len": message_count,
-                "title": _build_session_title(row.get("title"), row.get("preview"), session_cwd),
-                "updated_at": _format_updated_at(row.get("last_active") or row.get("started_at")),
-            })
-
-        results.sort(key=lambda item: _updated_at_sort_key(item.get("updated_at")), reverse=True)
-        return results
-
-    def update_cwd(self, session_id: str, cwd: str) -> Optional[SessionState]:
-        """Update the working directory for a session and its tool overrides."""
-        state = self.get_session(session_id)  # checks DB too
-        if state is None:
-            return None
-        state.cwd = cwd
-        _register_task_cwd(session_id, cwd)
-        self._persist(state)
-        return state
-
-    def cleanup(self) -> None:
-        """Remove all sessions (memory and database) and clear task-specific cwd overrides."""
-        with self._lock:
-            session_ids = list(self._sessions.keys())
-            self._sessions.clear()
-        for session_id in session_ids:
-            _clear_task_cwd(session_id)
-            self._delete_persisted(session_id)
-        # Also remove any DB-only ACP sessions not currently in memory.
-        db = self._get_db()
-        if db is not None:
-            try:
-                rows = db.search_sessions(source="acp", limit=10000)
-                for row in rows:
-                    sid = row["id"]
-                    _clear_task_cwd(sid)
-                    db.delete_session(sid)
-            except Exception:
-                logger.debug("Failed to cleanup ACP sessions from DB", exc_info=True)
-
-    def save_session(self, session_id: str) -> None:
-        """Persist the current state of a session to the database.
-
-        Called by the server after prompt completion, slash commands that
-        mutate history, and model switches.
-        """
-        with self._lock:
-            state = self._sessions.get(session_id)
-        if state is not None:
-            self._persist(state)
-
-    # ---- persistence via SessionDB ------------------------------------------
-
-    def _get_db(self):
-        """Lazily initialise and return the SessionDB instance.
-
-        Returns ``None`` if the DB is unavailable (e.g. import error in a
-        minimal test environment).
-
-        Note: we resolve ``HERMES_HOME`` dynamically rather than relying on
-        the module-level ``DEFAULT_DB_PATH`` constant, because that constant
-        is evaluated at import time and won't reflect env-var changes made
-        later (e.g. by the test fixture ``_isolate_hermes_home``).
-        """
-        if self._db_instance is not None:
-            return self._db_instance
-        try:
-            from hermes_state import SessionDB
-            hermes_home = get_hermes_home()
-            self._db_instance = SessionDB(db_path=hermes_home / "state.db")
-            return self._db_instance
-        except Exception:
-            logger.debug("SessionDB unavailable for ACP persistence", exc_info=True)
-            return None
-
-    def _persist(self, state: SessionState) -> None:
-        """Write session state to the database.
-
-        Creates the session record if it doesn't exist, then replaces all
-        stored messages with the current in-memory history.
-        """
-        db = self._get_db()
-        if db is None:
-            return
-
-        # Ensure model is a plain string (not a MagicMock or other proxy).
-        model_str = str(state.model) if state.model else None
-        session_meta = {"cwd": state.cwd}
-        provider = getattr(state.agent, "provider", None)
-        base_url = getattr(state.agent, "base_url", None)
-        api_mode = getattr(state.agent, "api_mode", None)
-        if isinstance(provider, str) and provider.strip():
-            session_meta["provider"] = provider.strip()
-        if isinstance(base_url, str) and base_url.strip():
-            session_meta["base_url"] = base_url.strip()
-        if isinstance(api_mode, str) and api_mode.strip():
-            session_meta["api_mode"] = api_mode.strip()
-        cwd_json = json.dumps(session_meta)
-
-        try:
-            # Ensure the session record exists.
-            existing = db.get_session(state.session_id)
-            if existing is None:
-                db.create_session(
-                    session_id=state.session_id,
-                    source="acp",
-                    model=model_str,
-                    model_config={"cwd": state.cwd},
-                )
-            else:
-                # Update model_config (contains cwd) if changed.
-                try:
-                    with db._lock:
-                        db._conn.execute(
-                            "UPDATE sessions SET model_config = ?, model = COALESCE(?, model) WHERE id = ?",
-                            (cwd_json, model_str, state.session_id),
-                        )
-                        db._conn.commit()
-                except Exception:
-                    logger.debug("Failed to update ACP session metadata", exc_info=True)
-
-            # Replace stored messages with current history.
-            db.clear_messages(state.session_id)
-            for msg in state.history:
-                db.append_message(
-                    session_id=state.session_id,
-                    role=msg.get("role", "user"),
-                    content=msg.get("content"),
-                    tool_name=msg.get("tool_name") or msg.get("name"),
-                    tool_calls=msg.get("tool_calls"),
-                    tool_call_id=msg.get("tool_call_id"),
-                )
-        except Exception:
-            logger.warning("Failed to persist ACP session %s", state.session_id, exc_info=True)
-
-    def _restore(self, session_id: str) -> Optional[SessionState]:
-        """Load a session from the database into memory, recreating the AIAgent."""
-        import threading
-
-        db = self._get_db()
-        if db is None:
-            return None
-
-        try:
-            row = db.get_session(session_id)
-        except Exception:
-            logger.debug("Failed to query DB for ACP session %s", session_id, exc_info=True)
-            return None
-
-        if row is None:
-            return None
-
-        # Only restore ACP sessions.
-        if row.get("source") != "acp":
-            return None
-
-        # Extract cwd from model_config.
-        cwd = "."
-        requested_provider = row.get("billing_provider")
-        restored_base_url = row.get("billing_base_url")
-        restored_api_mode = None
-        mc = row.get("model_config")
-        if mc:
-            try:
-                meta = json.loads(mc)
-                if isinstance(meta, dict):
-                    cwd = meta.get("cwd", ".")
-                    requested_provider = meta.get("provider") or requested_provider
-                    restored_base_url = meta.get("base_url") or restored_base_url
-                    restored_api_mode = meta.get("api_mode") or restored_api_mode
-            except (json.JSONDecodeError, TypeError):
-                pass
-
-        model = row.get("model") or None
-
-        # Load conversation history.
-        try:
-            history = db.get_messages_as_conversation(session_id)
-        except Exception:
-            logger.warning("Failed to load messages for ACP session %s", session_id, exc_info=True)
-            history = []
-
-        try:
-            agent = self._make_agent(
-                session_id=session_id,
-                cwd=cwd,
-                model=model,
-                requested_provider=requested_provider,
-                base_url=restored_base_url,
-                api_mode=restored_api_mode,
-            )
-        except Exception:
-            logger.warning("Failed to recreate agent for ACP session %s", session_id, exc_info=True)
-            return None
-
-        state = SessionState(
-            session_id=session_id,
-            agent=agent,
-            cwd=cwd,
-            model=model or getattr(agent, "model", "") or "",
-            history=history,
-            cancel_event=threading.Event(),
-        )
-        with self._lock:
-            self._sessions[session_id] = state
-        _register_task_cwd(session_id, cwd)
-        logger.info("Restored ACP session %s from DB (%d messages)", session_id, len(history))
-        return state
-
-    def _delete_persisted(self, session_id: str) -> bool:
-        """Delete a session from the database. Returns True if it existed."""
-        db = self._get_db()
-        if db is None:
-            return False
-        try:
-            return db.delete_session(session_id)
-        except Exception:
-            logger.debug("Failed to delete ACP session %s from DB", session_id, exc_info=True)
-            return False
-
-    # ---- internal -----------------------------------------------------------
-
-    def _make_agent(
-        self,
-        *,
-        session_id: str,
-        cwd: str,
-        model: str | None = None,
-        requested_provider: str | None = None,
-        base_url: str | None = None,
-        api_mode: str | None = None,
-    ):
-        if self._agent_factory is not None:
-            return self._agent_factory()
-
-        from run_agent import AIAgent
-        from hermes_cli.config import load_config
-        from hermes_cli.runtime_provider import resolve_runtime_provider
-
-        config = load_config()
-        model_cfg = config.get("model")
-        default_model = ""
-        config_provider = None
-        if isinstance(model_cfg, dict):
-            default_model = str(model_cfg.get("default") or default_model)
-            config_provider = model_cfg.get("provider")
-        elif isinstance(model_cfg, str) and model_cfg.strip():
-            default_model = model_cfg.strip()
-
-        kwargs = {
-            "platform": "acp",
-            "enabled_toolsets": ["hermes-acp"],
-            "quiet_mode": True,
-            "session_id": session_id,
-            "model": model or default_model,
-        }
-
-        try:
-            runtime = resolve_runtime_provider(requested=requested_provider or config_provider)
-            kwargs.update(
-                {
-                    "provider": runtime.get("provider"),
-                    "api_mode": api_mode or runtime.get("api_mode"),
-                    "base_url": base_url or runtime.get("base_url"),
-                    "api_key": runtime.get("api_key"),
-                    "command": runtime.get("command"),
-                    "args": list(runtime.get("args") or []),
-                }
-            )
-        except Exception:
-            logger.debug("ACP session falling back to default provider resolution", exc_info=True)
-
-        _register_task_cwd(session_id, cwd)
-        agent = AIAgent(**kwargs)
-        # ACP stdio transport requires stdout to remain protocol-only JSON-RPC.
-        # Route any incidental human-readable agent output to stderr instead.
-        agent._print_fn = _acp_stderr_print
-        return agent

acp_adapter/tools.py

@@ -1,379 +0,0 @@
-"""ACP tool-call helpers for mapping hermes tools to ACP ToolKind and building content."""
-
-from __future__ import annotations
-
-import json
-import uuid
-from typing import Any, Dict, List, Optional
-
-import acp
-from acp.schema import (
-    ToolCallLocation,
-    ToolCallStart,
-    ToolCallProgress,
-    ToolKind,
-)
-
-# ---------------------------------------------------------------------------
-# Map hermes tool names -> ACP ToolKind
-# ---------------------------------------------------------------------------
-
-TOOL_KIND_MAP: Dict[str, ToolKind] = {
-    # File operations
-    "read_file": "read",
-    "write_file": "edit",
-    "patch": "edit",
-    "search_files": "search",
-    # Terminal / execution
-    "terminal": "execute",
-    "process": "execute",
-    "execute_code": "execute",
-    # Web / fetch
-    "web_search": "fetch",
-    "web_extract": "fetch",
-    # Browser
-    "browser_navigate": "fetch",
-    "browser_click": "execute",
-    "browser_type": "execute",
-    "browser_snapshot": "read",
-    "browser_vision": "read",
-    "browser_scroll": "execute",
-    "browser_press": "execute",
-    "browser_back": "execute",
-    "browser_get_images": "read",
-    # Agent internals
-    "delegate_task": "execute",
-    "vision_analyze": "read",
-    "image_generate": "execute",
-    "text_to_speech": "execute",
-    # Thinking / meta
-    "_thinking": "think",
-}
-
-
-def get_tool_kind(tool_name: str) -> ToolKind:
-    """Return the ACP ToolKind for a hermes tool, defaulting to 'other'."""
-    return TOOL_KIND_MAP.get(tool_name, "other")
-
-
-def make_tool_call_id() -> str:
-    """Generate a unique tool call ID."""
-    return f"tc-{uuid.uuid4().hex[:12]}"
-
-
-def build_tool_title(tool_name: str, args: Dict[str, Any]) -> str:
-    """Build a human-readable title for a tool call."""
-    if tool_name == "terminal":
-        cmd = args.get("command", "")
-        if len(cmd) > 80:
-            cmd = cmd[:77] + "..."
-        return f"terminal: {cmd}"
-    if tool_name == "read_file":
-        return f"read: {args.get('path', '?')}"
-    if tool_name == "write_file":
-        return f"write: {args.get('path', '?')}"
-    if tool_name == "patch":
-        mode = args.get("mode", "replace")
-        path = args.get("path", "?")
-        return f"patch ({mode}): {path}"
-    if tool_name == "search_files":
-        return f"search: {args.get('pattern', '?')}"
-    if tool_name == "web_search":
-        return f"web search: {args.get('query', '?')}"
-    if tool_name == "web_extract":
-        urls = args.get("urls", [])
-        if urls:
-            return f"extract: {urls[0]}" + (f" (+{len(urls)-1})" if len(urls) > 1 else "")
-        return "web extract"
-    if tool_name == "delegate_task":
-        goal = args.get("goal", "")
-        if goal and len(goal) > 60:
-            goal = goal[:57] + "..."
-        return f"delegate: {goal}" if goal else "delegate task"
-    if tool_name == "execute_code":
-        return "execute code"
-    if tool_name == "vision_analyze":
-        return f"analyze image: {args.get('question', '?')[:50]}"
-    return tool_name
-
-
-def _build_patch_mode_content(patch_text: str) -> List[Any]:
-    """Parse V4A patch mode input into ACP diff blocks when possible."""
-    if not patch_text:
-        return [acp.tool_content(acp.text_block(""))]
-
-    try:
-        from tools.patch_parser import OperationType, parse_v4a_patch
-
-        operations, error = parse_v4a_patch(patch_text)
-        if error or not operations:
-            return [acp.tool_content(acp.text_block(patch_text))]
-
-        content: List[Any] = []
-        for op in operations:
-            if op.operation == OperationType.UPDATE:
-                old_chunks: list[str] = []
-                new_chunks: list[str] = []
-                for hunk in op.hunks:
-                    old_lines = [line.content for line in hunk.lines if line.prefix in (" ", "-")]
-                    new_lines = [line.content for line in hunk.lines if line.prefix in (" ", "+")]
-                    if old_lines or new_lines:
-                        old_chunks.append("\n".join(old_lines))
-                        new_chunks.append("\n".join(new_lines))
-
-                old_text = "\n...\n".join(chunk for chunk in old_chunks if chunk)
-                new_text = "\n...\n".join(chunk for chunk in new_chunks if chunk)
-                if old_text or new_text:
-                    content.append(
-                        acp.tool_diff_content(
-                            path=op.file_path,
-                            old_text=old_text or None,
-                            new_text=new_text or "",
-                        )
-                    )
-                continue
-
-            if op.operation == OperationType.ADD:
-                added_lines = [line.content for hunk in op.hunks for line in hunk.lines if line.prefix == "+"]
-                content.append(
-                    acp.tool_diff_content(
-                        path=op.file_path,
-                        new_text="\n".join(added_lines),
-                    )
-                )
-                continue
-
-            if op.operation == OperationType.DELETE:
-                content.append(
-                    acp.tool_diff_content(
-                        path=op.file_path,
-                        old_text=f"Delete file: {op.file_path}",
-                        new_text="",
-                    )
-                )
-                continue
-
-            if op.operation == OperationType.MOVE:
-                content.append(
-                    acp.tool_content(acp.text_block(f"Move file: {op.file_path} -> {op.new_path}"))
-                )
-
-        return content or [acp.tool_content(acp.text_block(patch_text))]
-    except Exception:
-        return [acp.tool_content(acp.text_block(patch_text))]
-
-
-def _strip_diff_prefix(path: str) -> str:
-    raw = str(path or "").strip()
-    if raw.startswith(("a/", "b/")):
-        return raw[2:]
-    return raw
-
-
-def _parse_unified_diff_content(diff_text: str) -> List[Any]:
-    """Convert unified diff text into ACP diff content blocks."""
-    if not diff_text:
-        return []
-
-    content: List[Any] = []
-    current_old_path: Optional[str] = None
-    current_new_path: Optional[str] = None
-    old_lines: list[str] = []
-    new_lines: list[str] = []
-
-    def _flush() -> None:
-        nonlocal current_old_path, current_new_path, old_lines, new_lines
-        if current_old_path is None and current_new_path is None:
-            return
-        path = current_new_path if current_new_path and current_new_path != "/dev/null" else current_old_path
-        if not path or path == "/dev/null":
-            current_old_path = None
-            current_new_path = None
-            old_lines = []
-            new_lines = []
-            return
-        content.append(
-            acp.tool_diff_content(
-                path=_strip_diff_prefix(path),
-                old_text="\n".join(old_lines) if old_lines else None,
-                new_text="\n".join(new_lines),
-            )
-        )
-        current_old_path = None
-        current_new_path = None
-        old_lines = []
-        new_lines = []
-
-    for line in diff_text.splitlines():
-        if line.startswith("--- "):
-            _flush()
-            current_old_path = line[4:].strip()
-            continue
-        if line.startswith("+++ "):
-            current_new_path = line[4:].strip()
-            continue
-        if line.startswith("@@"):
-            continue
-        if current_old_path is None and current_new_path is None:
-            continue
-        if line.startswith("+"):
-            new_lines.append(line[1:])
-        elif line.startswith("-"):
-            old_lines.append(line[1:])
-        elif line.startswith(" "):
-            shared = line[1:]
-            old_lines.append(shared)
-            new_lines.append(shared)
-
-    _flush()
-    return content
-
-
-def _build_tool_complete_content(
-    tool_name: str,
-    result: Optional[str],
-    *,
-    function_args: Optional[Dict[str, Any]] = None,
-    snapshot: Any = None,
-) -> List[Any]:
-    """Build structured ACP completion content, falling back to plain text."""
-    display_result = result or ""
-    if len(display_result) > 5000:
-        display_result = display_result[:4900] + f"\n... ({len(result)} chars total, truncated)"
-
-    if tool_name in {"write_file", "patch", "skill_manage"}:
-        try:
-            from agent.display import extract_edit_diff
-
-            diff_text = extract_edit_diff(
-                tool_name,
-                result,
-                function_args=function_args,
-                snapshot=snapshot,
-            )
-            if isinstance(diff_text, str) and diff_text.strip():
-                diff_content = _parse_unified_diff_content(diff_text)
-                if diff_content:
-                    return diff_content
-        except Exception:
-            pass
-
-    return [acp.tool_content(acp.text_block(display_result))]
-
-
-# ---------------------------------------------------------------------------
-# Build ACP content objects for tool-call events
-# ---------------------------------------------------------------------------
-
-
-def build_tool_start(
-    tool_call_id: str,
-    tool_name: str,
-    arguments: Dict[str, Any],
-) -> ToolCallStart:
-    """Create a ToolCallStart event for the given hermes tool invocation."""
-    kind = get_tool_kind(tool_name)
-    title = build_tool_title(tool_name, arguments)
-    locations = extract_locations(arguments)
-
-    if tool_name == "patch":
-        mode = arguments.get("mode", "replace")
-        if mode == "replace":
-            path = arguments.get("path", "")
-            old = arguments.get("old_string", "")
-            new = arguments.get("new_string", "")
-            content = [acp.tool_diff_content(path=path, new_text=new, old_text=old)]
-        else:
-            patch_text = arguments.get("patch", "")
-            content = _build_patch_mode_content(patch_text)
-        return acp.start_tool_call(
-            tool_call_id, title, kind=kind, content=content, locations=locations,
-            raw_input=arguments,
-        )
-
-    if tool_name == "write_file":
-        path = arguments.get("path", "")
-        file_content = arguments.get("content", "")
-        content = [acp.tool_diff_content(path=path, new_text=file_content)]
-        return acp.start_tool_call(
-            tool_call_id, title, kind=kind, content=content, locations=locations,
-            raw_input=arguments,
-        )
-
-    if tool_name == "terminal":
-        command = arguments.get("command", "")
-        content = [acp.tool_content(acp.text_block(f"$ {command}"))]
-        return acp.start_tool_call(
-            tool_call_id, title, kind=kind, content=content, locations=locations,
-            raw_input=arguments,
-        )
-
-    if tool_name == "read_file":
-        path = arguments.get("path", "")
-        content = [acp.tool_content(acp.text_block(f"Reading {path}"))]
-        return acp.start_tool_call(
-            tool_call_id, title, kind=kind, content=content, locations=locations,
-            raw_input=arguments,
-        )
-
-    if tool_name == "search_files":
-        pattern = arguments.get("pattern", "")
-        target = arguments.get("target", "content")
-        content = [acp.tool_content(acp.text_block(f"Searching for '{pattern}' ({target})"))]
-        return acp.start_tool_call(
-            tool_call_id, title, kind=kind, content=content, locations=locations,
-            raw_input=arguments,
-        )
-
-    # Generic fallback
-    import json
-    try:
-        args_text = json.dumps(arguments, indent=2, default=str)
-    except (TypeError, ValueError):
-        args_text = str(arguments)
-    content = [acp.tool_content(acp.text_block(args_text))]
-    return acp.start_tool_call(
-        tool_call_id, title, kind=kind, content=content, locations=locations,
-        raw_input=arguments,
-    )
-
-
-def build_tool_complete(
-    tool_call_id: str,
-    tool_name: str,
-    result: Optional[str] = None,
-    function_args: Optional[Dict[str, Any]] = None,
-    snapshot: Any = None,
-) -> ToolCallProgress:
-    """Create a ToolCallUpdate (progress) event for a completed tool call."""
-    kind = get_tool_kind(tool_name)
-    content = _build_tool_complete_content(
-        tool_name,
-        result,
-        function_args=function_args,
-        snapshot=snapshot,
-    )
-    return acp.update_tool_call(
-        tool_call_id,
-        kind=kind,
-        status="completed",
-        content=content,
-        raw_output=result,
-    )
-
-
-# ---------------------------------------------------------------------------
-# Location extraction
-# ---------------------------------------------------------------------------
-
-
-def extract_locations(
-    arguments: Dict[str, Any],
-) -> List[ToolCallLocation]:
-    """Extract file-system locations from tool arguments."""
-    locations: List[ToolCallLocation] = []
-    path = arguments.get("path")
-    if path:
-        line = arguments.get("offset") or arguments.get("line")
-        locations.append(ToolCallLocation(path=path, line=line))
-    return locations

acp_registry/agent.json

@@ -1,12 +0,0 @@
-{
-  "schema_version": 1,
-  "name": "hermes-agent",
-  "display_name": "Hermes Agent",
-  "description": "AI agent by Nous Research with 90+ tools, persistent memory, and multi-platform support",
-  "icon": "icon.svg",
-  "distribution": {
-    "type": "command",
-    "command": "hermes",
-    "args": ["acp"]
-  }
-}

acp_registry/icon.svg

@@ -1,25 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64" width="64" height="64">
-  <defs>
-    <linearGradient id="gold" x1="0%" y1="0%" x2="0%" y2="100%">
-      <stop offset="0%" style="stop-color:#F5C542;stop-opacity:1" />
-      <stop offset="100%" style="stop-color:#D4961C;stop-opacity:1" />
-    </linearGradient>
-  </defs>
-  <!-- Staff -->
-  <rect x="30" y="10" width="4" height="46" rx="2" fill="url(#gold)" />
-  <!-- Wings (left) -->
-  <path d="M30 18 C24 14, 14 14, 10 18 C14 16, 22 16, 28 20" fill="#F5C542" opacity="0.9" />
-  <path d="M30 22 C26 19, 18 19, 14 22 C18 20, 24 20, 28 24" fill="#D4961C" opacity="0.8" />
-  <!-- Wings (right) -->
-  <path d="M34 18 C40 14, 50 14, 54 18 C50 16, 42 16, 36 20" fill="#F5C542" opacity="0.9" />
-  <path d="M34 22 C38 19, 46 19, 50 22 C46 20, 40 20, 36 24" fill="#D4961C" opacity="0.8" />
-  <!-- Left serpent -->
-  <path d="M32 48 C22 44, 20 38, 26 34 C20 36, 18 42, 24 46 C18 40, 22 30, 30 28 C24 32, 22 38, 28 42"
-        fill="none" stroke="#F5C542" stroke-width="2.5" stroke-linecap="round" />
-  <!-- Right serpent -->
-  <path d="M32 48 C42 44, 44 38, 38 34 C44 36, 46 42, 40 46 C46 40, 42 30, 34 28 C40 32, 42 38, 36 42"
-        fill="none" stroke="#D4961C" stroke-width="2.5" stroke-linecap="round" />
-  <!-- Orb at top -->
-  <circle cx="32" cy="10" r="4" fill="#F5C542" />
-  <circle cx="32" cy="10" r="2" fill="#FFF8E1" opacity="0.7" />
-</svg>

agent/__init__.py

@@ -1,6 +0,0 @@
-"""Agent internals -- extracted modules from run_agent.py.
-
-These modules contain pure utility functions and self-contained classes
-that were previously embedded in the 3,600-line run_agent.py. Extracting
-them makes run_agent.py focused on the AIAgent orchestrator class.
-"""

agent/account_usage.py

@@ -1,326 +0,0 @@
-from __future__ import annotations
-
-from dataclasses import dataclass
-from datetime import datetime, timezone
-from typing import Any, Optional
-
-import httpx
-
-from agent.anthropic_adapter import _is_oauth_token, resolve_anthropic_token
-from hermes_cli.auth import _read_codex_tokens, resolve_codex_runtime_credentials
-from hermes_cli.runtime_provider import resolve_runtime_provider
-
-
-def _utc_now() -> datetime:
-    return datetime.now(timezone.utc)
-
-
-@dataclass(frozen=True)
-class AccountUsageWindow:
-    label: str
-    used_percent: Optional[float] = None
-    reset_at: Optional[datetime] = None
-    detail: Optional[str] = None
-
-
-@dataclass(frozen=True)
-class AccountUsageSnapshot:
-    provider: str
-    source: str
-    fetched_at: datetime
-    title: str = "Account limits"
-    plan: Optional[str] = None
-    windows: tuple[AccountUsageWindow, ...] = ()
-    details: tuple[str, ...] = ()
-    unavailable_reason: Optional[str] = None
-
-    @property
-    def available(self) -> bool:
-        return bool(self.windows or self.details) and not self.unavailable_reason
-
-
-def _title_case_slug(value: Optional[str]) -> Optional[str]:
-    cleaned = str(value or "").strip()
-    if not cleaned:
-        return None
-    return cleaned.replace("_", " ").replace("-", " ").title()
-
-
-def _parse_dt(value: Any) -> Optional[datetime]:
-    if value in (None, ""):
-        return None
-    if isinstance(value, (int, float)):
-        return datetime.fromtimestamp(float(value), tz=timezone.utc)
-    if isinstance(value, str):
-        text = value.strip()
-        if not text:
-            return None
-        if text.endswith("Z"):
-            text = text[:-1] + "+00:00"
-        try:
-            dt = datetime.fromisoformat(text)
-            return dt if dt.tzinfo else dt.replace(tzinfo=timezone.utc)
-        except ValueError:
-            return None
-    return None
-
-
-def _format_reset(dt: Optional[datetime]) -> str:
-    if not dt:
-        return "unknown"
-    local_dt = dt.astimezone()
-    delta = dt - _utc_now()
-    total_seconds = int(delta.total_seconds())
-    if total_seconds <= 0:
-        return f"now ({local_dt.strftime('%Y-%m-%d %H:%M %Z')})"
-    hours, rem = divmod(total_seconds, 3600)
-    minutes = rem // 60
-    if hours >= 24:
-        days, hours = divmod(hours, 24)
-        rel = f"in {days}d {hours}h"
-    elif hours > 0:
-        rel = f"in {hours}h {minutes}m"
-    else:
-        rel = f"in {minutes}m"
-    return f"{rel} ({local_dt.strftime('%Y-%m-%d %H:%M %Z')})"
-
-
-def render_account_usage_lines(snapshot: Optional[AccountUsageSnapshot], *, markdown: bool = False) -> list[str]:
-    if not snapshot:
-        return []
-    header = f"📈 {'**' if markdown else ''}{snapshot.title}{'**' if markdown else ''}"
-    lines = [header]
-    if snapshot.plan:
-        lines.append(f"Provider: {snapshot.provider} ({snapshot.plan})")
-    else:
-        lines.append(f"Provider: {snapshot.provider}")
-    for window in snapshot.windows:
-        if window.used_percent is None:
-            base = f"{window.label}: unavailable"
-        else:
-            remaining = max(0, round(100 - float(window.used_percent)))
-            used = max(0, round(float(window.used_percent)))
-            base = f"{window.label}: {remaining}% remaining ({used}% used)"
-        if window.reset_at:
-            base += f" • resets {_format_reset(window.reset_at)}"
-        elif window.detail:
-            base += f" • {window.detail}"
-        lines.append(base)
-    for detail in snapshot.details:
-        lines.append(detail)
-    if snapshot.unavailable_reason:
-        lines.append(f"Unavailable: {snapshot.unavailable_reason}")
-    return lines
-
-
-def _resolve_codex_usage_url(base_url: str) -> str:
-    normalized = (base_url or "").strip().rstrip("/")
-    if not normalized:
-        normalized = "https://chatgpt.com/backend-api/codex"
-    if normalized.endswith("/codex"):
-        normalized = normalized[: -len("/codex")]
-    if "/backend-api" in normalized:
-        return normalized + "/wham/usage"
-    return normalized + "/api/codex/usage"
-
-
-def _fetch_codex_account_usage() -> Optional[AccountUsageSnapshot]:
-    creds = resolve_codex_runtime_credentials(refresh_if_expiring=True)
-    token_data = _read_codex_tokens()
-    tokens = token_data.get("tokens") or {}
-    account_id = str(tokens.get("account_id", "") or "").strip() or None
-    headers = {
-        "Authorization": f"Bearer {creds['api_key']}",
-        "Accept": "application/json",
-        "User-Agent": "codex-cli",
-    }
-    if account_id:
-        headers["ChatGPT-Account-Id"] = account_id
-    with httpx.Client(timeout=15.0) as client:
-        response = client.get(_resolve_codex_usage_url(creds.get("base_url", "")), headers=headers)
-        response.raise_for_status()
-    payload = response.json() or {}
-    rate_limit = payload.get("rate_limit") or {}
-    windows: list[AccountUsageWindow] = []
-    for key, label in (("primary_window", "Session"), ("secondary_window", "Weekly")):
-        window = rate_limit.get(key) or {}
-        used = window.get("used_percent")
-        if used is None:
-            continue
-        windows.append(
-            AccountUsageWindow(
-                label=label,
-                used_percent=float(used),
-                reset_at=_parse_dt(window.get("reset_at")),
-            )
-        )
-    details: list[str] = []
-    credits = payload.get("credits") or {}
-    if credits.get("has_credits"):
-        balance = credits.get("balance")
-        if isinstance(balance, (int, float)):
-            details.append(f"Credits balance: ${float(balance):.2f}")
-        elif credits.get("unlimited"):
-            details.append("Credits balance: unlimited")
-    return AccountUsageSnapshot(
-        provider="openai-codex",
-        source="usage_api",
-        fetched_at=_utc_now(),
-        plan=_title_case_slug(payload.get("plan_type")),
-        windows=tuple(windows),
-        details=tuple(details),
-    )
-
-
-def _fetch_anthropic_account_usage() -> Optional[AccountUsageSnapshot]:
-    token = (resolve_anthropic_token() or "").strip()
-    if not token:
-        return None
-    if not _is_oauth_token(token):
-        return AccountUsageSnapshot(
-            provider="anthropic",
-            source="oauth_usage_api",
-            fetched_at=_utc_now(),
-            unavailable_reason="Anthropic account limits are only available for OAuth-backed Claude accounts.",
-        )
-    headers = {
-        "Authorization": f"Bearer {token}",
-        "Accept": "application/json",
-        "Content-Type": "application/json",
-        "anthropic-beta": "oauth-2025-04-20",
-        "User-Agent": "claude-code/2.1.0",
-    }
-    with httpx.Client(timeout=15.0) as client:
-        response = client.get("https://api.anthropic.com/api/oauth/usage", headers=headers)
-        response.raise_for_status()
-    payload = response.json() or {}
-    windows: list[AccountUsageWindow] = []
-    mapping = (
-        ("five_hour", "Current session"),
-        ("seven_day", "Current week"),
-        ("seven_day_opus", "Opus week"),
-        ("seven_day_sonnet", "Sonnet week"),
-    )
-    for key, label in mapping:
-        window = payload.get(key) or {}
-        util = window.get("utilization")
-        if util is None:
-            continue
-        used = float(util) * 100 if float(util) <= 1 else float(util)
-        windows.append(
-            AccountUsageWindow(
-                label=label,
-                used_percent=used,
-                reset_at=_parse_dt(window.get("resets_at")),
-            )
-        )
-    details: list[str] = []
-    extra = payload.get("extra_usage") or {}
-    if extra.get("is_enabled"):
-        used_credits = extra.get("used_credits")
-        monthly_limit = extra.get("monthly_limit")
-        currency = extra.get("currency") or "USD"
-        if isinstance(used_credits, (int, float)) and isinstance(monthly_limit, (int, float)):
-            details.append(
-                f"Extra usage: {used_credits:.2f} / {monthly_limit:.2f} {currency}"
-            )
-    return AccountUsageSnapshot(
-        provider="anthropic",
-        source="oauth_usage_api",
-        fetched_at=_utc_now(),
-        windows=tuple(windows),
-        details=tuple(details),
-    )
-
-
-def _fetch_openrouter_account_usage(base_url: Optional[str], api_key: Optional[str]) -> Optional[AccountUsageSnapshot]:
-    runtime = resolve_runtime_provider(
-        requested="openrouter",
-        explicit_base_url=base_url,
-        explicit_api_key=api_key,
-    )
-    token = str(runtime.get("api_key", "") or "").strip()
-    if not token:
-        return None
-    normalized = str(runtime.get("base_url", "") or "").rstrip("/")
-    credits_url = f"{normalized}/credits"
-    key_url = f"{normalized}/key"
-    headers = {
-        "Authorization": f"Bearer {token}",
-        "Accept": "application/json",
-    }
-    with httpx.Client(timeout=10.0) as client:
-        credits_resp = client.get(credits_url, headers=headers)
-        credits_resp.raise_for_status()
-        credits = (credits_resp.json() or {}).get("data") or {}
-        try:
-            key_resp = client.get(key_url, headers=headers)
-            key_resp.raise_for_status()
-            key_data = (key_resp.json() or {}).get("data") or {}
-        except Exception:
-            key_data = {}
-    total_credits = float(credits.get("total_credits") or 0.0)
-    total_usage = float(credits.get("total_usage") or 0.0)
-    details = [f"Credits balance: ${max(0.0, total_credits - total_usage):.2f}"]
-    windows: list[AccountUsageWindow] = []
-    limit = key_data.get("limit")
-    limit_remaining = key_data.get("limit_remaining")
-    limit_reset = str(key_data.get("limit_reset") or "").strip()
-    usage = key_data.get("usage")
-    if (
-        isinstance(limit, (int, float))
-        and float(limit) > 0
-        and isinstance(limit_remaining, (int, float))
-        and 0 <= float(limit_remaining) <= float(limit)
-    ):
-        limit_value = float(limit)
-        remaining_value = float(limit_remaining)
-        used_percent = ((limit_value - remaining_value) / limit_value) * 100
-        detail_parts = [f"${remaining_value:.2f} of ${limit_value:.2f} remaining"]
-        if limit_reset:
-            detail_parts.append(f"resets {limit_reset}")
-        windows.append(
-            AccountUsageWindow(
-                label="API key quota",
-                used_percent=used_percent,
-                detail=" • ".join(detail_parts),
-            )
-        )
-    if isinstance(usage, (int, float)):
-        usage_parts = [f"API key usage: ${float(usage):.2f} total"]
-        for value, label in (
-            (key_data.get("usage_daily"), "today"),
-            (key_data.get("usage_weekly"), "this week"),
-            (key_data.get("usage_monthly"), "this month"),
-        ):
-            if isinstance(value, (int, float)) and float(value) > 0:
-                usage_parts.append(f"${float(value):.2f} {label}")
-        details.append(" • ".join(usage_parts))
-    return AccountUsageSnapshot(
-        provider="openrouter",
-        source="credits_api",
-        fetched_at=_utc_now(),
-        windows=tuple(windows),
-        details=tuple(details),
-    )
-
-
-def fetch_account_usage(
-    provider: Optional[str],
-    *,
-    base_url: Optional[str] = None,
-    api_key: Optional[str] = None,
-) -> Optional[AccountUsageSnapshot]:
-    normalized = str(provider or "").strip().lower()
-    if normalized in {"", "auto", "custom"}:
-        return None
-    try:
-        if normalized == "openai-codex":
-            return _fetch_codex_account_usage()
-        if normalized == "anthropic":
-            return _fetch_anthropic_account_usage()
-        if normalized == "openrouter":
-            return _fetch_openrouter_account_usage(base_url, api_key)
-    except Exception:
-        return None
-    return None

agent/codex_responses_adapter.py

@@ -1,813 +0,0 @@
-"""Codex Responses API adapter.
-
-Pure format-conversion and normalization logic for the OpenAI Responses API
-(used by OpenAI Codex, xAI, GitHub Models, and other Responses-compatible endpoints).
-
-Extracted from run_agent.py to isolate Responses API-specific logic from the
-core agent loop. All functions are stateless — they operate on the data passed
-in and return transformed results.
-"""
-
-from __future__ import annotations
-
-import hashlib
-import json
-import logging
-import re
-import uuid
-from types import SimpleNamespace
-from typing import Any, Dict, List, Optional
-
-from agent.prompt_builder import DEFAULT_AGENT_IDENTITY
-
-logger = logging.getLogger(__name__)
-
-
-# ---------------------------------------------------------------------------
-# Multimodal content helpers
-# ---------------------------------------------------------------------------
-
-def _chat_content_to_responses_parts(content: Any) -> List[Dict[str, Any]]:
-    """Convert chat-style multimodal content to Responses API input parts.
-
-    Input:  ``[{"type":"text"|"image_url", ...}]`` (native OpenAI Chat format)
-    Output: ``[{"type":"input_text"|"input_image", ...}]`` (Responses format)
-
-    Returns an empty list when ``content`` is not a list or contains no
-    recognized parts — callers fall back to the string path.
-    """
-    if not isinstance(content, list):
-        return []
-    converted: List[Dict[str, Any]] = []
-    for part in content:
-        if isinstance(part, str):
-            if part:
-                converted.append({"type": "input_text", "text": part})
-            continue
-        if not isinstance(part, dict):
-            continue
-        ptype = str(part.get("type") or "").strip().lower()
-        if ptype in {"text", "input_text", "output_text"}:
-            text = part.get("text")
-            if isinstance(text, str) and text:
-                converted.append({"type": "input_text", "text": text})
-            continue
-        if ptype in {"image_url", "input_image"}:
-            image_ref = part.get("image_url")
-            detail = part.get("detail")
-            if isinstance(image_ref, dict):
-                url = image_ref.get("url")
-                detail = image_ref.get("detail", detail)
-            else:
-                url = image_ref
-            if not isinstance(url, str) or not url:
-                continue
-            image_part: Dict[str, Any] = {"type": "input_image", "image_url": url}
-            if isinstance(detail, str) and detail.strip():
-                image_part["detail"] = detail.strip()
-            converted.append(image_part)
-    return converted
-
-
-def _summarize_user_message_for_log(content: Any) -> str:
-    """Return a short text summary of a user message for logging/trajectory.
-
-    Multimodal messages arrive as a list of ``{type:"text"|"image_url", ...}``
-    parts from the API server.  Logging, spinner previews, and trajectory
-    files all want a plain string — this helper extracts the first chunk of
-    text and notes any attached images.  Returns an empty string for empty
-    lists and ``str(content)`` for unexpected scalar types.
-    """
-    if content is None:
-        return ""
-    if isinstance(content, str):
-        return content
-    if isinstance(content, list):
-        text_bits: List[str] = []
-        image_count = 0
-        for part in content:
-            if isinstance(part, str):
-                if part:
-                    text_bits.append(part)
-                continue
-            if not isinstance(part, dict):
-                continue
-            ptype = str(part.get("type") or "").strip().lower()
-            if ptype in {"text", "input_text", "output_text"}:
-                text = part.get("text")
-                if isinstance(text, str) and text:
-                    text_bits.append(text)
-            elif ptype in {"image_url", "input_image"}:
-                image_count += 1
-        summary = " ".join(text_bits).strip()
-        if image_count:
-            note = f"[{image_count} image{'s' if image_count != 1 else ''}]"
-            summary = f"{note} {summary}" if summary else note
-        return summary
-    try:
-        return str(content)
-    except Exception:
-        return ""
-
-
-# ---------------------------------------------------------------------------
-# ID helpers
-# ---------------------------------------------------------------------------
-
-def _deterministic_call_id(fn_name: str, arguments: str, index: int = 0) -> str:
-    """Generate a deterministic call_id from tool call content.
-
-    Used as a fallback when the API doesn't provide a call_id.
-    Deterministic IDs prevent cache invalidation — random UUIDs would
-    make every API call's prefix unique, breaking OpenAI's prompt cache.
-    """
-    seed = f"{fn_name}:{arguments}:{index}"
-    digest = hashlib.sha256(seed.encode("utf-8", errors="replace")).hexdigest()[:12]
-    return f"call_{digest}"
-
-
-def _split_responses_tool_id(raw_id: Any) -> tuple[Optional[str], Optional[str]]:
-    """Split a stored tool id into (call_id, response_item_id)."""
-    if not isinstance(raw_id, str):
-        return None, None
-    value = raw_id.strip()
-    if not value:
-        return None, None
-    if "|" in value:
-        call_id, response_item_id = value.split("|", 1)
-        call_id = call_id.strip() or None
-        response_item_id = response_item_id.strip() or None
-        return call_id, response_item_id
-    if value.startswith("fc_"):
-        return None, value
-    return value, None
-
-
-def _derive_responses_function_call_id(
-    call_id: str,
-    response_item_id: Optional[str] = None,
-) -> str:
-    """Build a valid Responses `function_call.id` (must start with `fc_`)."""
-    if isinstance(response_item_id, str):
-        candidate = response_item_id.strip()
-        if candidate.startswith("fc_"):
-            return candidate
-
-    source = (call_id or "").strip()
-    if source.startswith("fc_"):
-        return source
-    if source.startswith("call_") and len(source) > len("call_"):
-        return f"fc_{source[len('call_'):]}"
-
-    sanitized = re.sub(r"[^A-Za-z0-9_-]", "", source)
-    if sanitized.startswith("fc_"):
-        return sanitized
-    if sanitized.startswith("call_") and len(sanitized) > len("call_"):
-        return f"fc_{sanitized[len('call_'):]}"
-    if sanitized:
-        return f"fc_{sanitized[:48]}"
-
-    seed = source or str(response_item_id or "") or uuid.uuid4().hex
-    digest = hashlib.sha1(seed.encode("utf-8")).hexdigest()[:24]
-    return f"fc_{digest}"
-
-
-# ---------------------------------------------------------------------------
-# Schema conversion
-# ---------------------------------------------------------------------------
-
-def _responses_tools(tools: Optional[List[Dict[str, Any]]] = None) -> Optional[List[Dict[str, Any]]]:
-    """Convert chat-completions tool schemas to Responses function-tool schemas."""
-    if not tools:
-        return None
-
-    converted: List[Dict[str, Any]] = []
-    for item in tools:
-        fn = item.get("function", {}) if isinstance(item, dict) else {}
-        name = fn.get("name")
-        if not isinstance(name, str) or not name.strip():
-            continue
-        converted.append({
-            "type": "function",
-            "name": name,
-            "description": fn.get("description", ""),
-            "strict": False,
-            "parameters": fn.get("parameters", {"type": "object", "properties": {}}),
-        })
-    return converted or None
-
-
-# ---------------------------------------------------------------------------
-# Message format conversion
-# ---------------------------------------------------------------------------
-
-def _chat_messages_to_responses_input(messages: List[Dict[str, Any]]) -> List[Dict[str, Any]]:
-    """Convert internal chat-style messages to Responses input items."""
-    items: List[Dict[str, Any]] = []
-    seen_item_ids: set = set()
-
-    for msg in messages:
-        if not isinstance(msg, dict):
-            continue
-        role = msg.get("role")
-        if role == "system":
-            continue
-
-        if role in {"user", "assistant"}:
-            content = msg.get("content", "")
-            if isinstance(content, list):
-                content_parts = _chat_content_to_responses_parts(content)
-                content_text = "".join(
-                    p.get("text", "") for p in content_parts if p.get("type") == "input_text"
-                )
-            else:
-                content_parts = []
-                content_text = str(content) if content is not None else ""
-
-            if role == "assistant":
-                # Replay encrypted reasoning items from previous turns
-                # so the API can maintain coherent reasoning chains.
-                codex_reasoning = msg.get("codex_reasoning_items")
-                has_codex_reasoning = False
-                if isinstance(codex_reasoning, list):
-                    for ri in codex_reasoning:
-                        if isinstance(ri, dict) and ri.get("encrypted_content"):
-                            item_id = ri.get("id")
-                            if item_id and item_id in seen_item_ids:
-                                continue
-                            # Strip the "id" field — with store=False the
-                            # Responses API cannot look up items by ID and
-                            # returns 404.  The encrypted_content blob is
-                            # self-contained for reasoning chain continuity.
-                            replay_item = {k: v for k, v in ri.items() if k != "id"}
-                            items.append(replay_item)
-                            if item_id:
-                                seen_item_ids.add(item_id)
-                            has_codex_reasoning = True
-
-                if content_parts:
-                    items.append({"role": "assistant", "content": content_parts})
-                elif content_text.strip():
-                    items.append({"role": "assistant", "content": content_text})
-                elif has_codex_reasoning:
-                    # The Responses API requires a following item after each
-                    # reasoning item (otherwise: missing_following_item error).
-                    # When the assistant produced only reasoning with no visible
-                    # content, emit an empty assistant message as the required
-                    # following item.
-                    items.append({"role": "assistant", "content": ""})
-
-                tool_calls = msg.get("tool_calls")
-                if isinstance(tool_calls, list):
-                    for tc in tool_calls:
-                        if not isinstance(tc, dict):
-                            continue
-                        fn = tc.get("function", {})
-                        fn_name = fn.get("name")
-                        if not isinstance(fn_name, str) or not fn_name.strip():
-                            continue
-
-                        embedded_call_id, embedded_response_item_id = _split_responses_tool_id(
-                            tc.get("id")
-                        )
-                        call_id = tc.get("call_id")
-                        if not isinstance(call_id, str) or not call_id.strip():
-                            call_id = embedded_call_id
-                        if not isinstance(call_id, str) or not call_id.strip():
-                            if (
-                                isinstance(embedded_response_item_id, str)
-                                and embedded_response_item_id.startswith("fc_")
-                                and len(embedded_response_item_id) > len("fc_")
-                            ):
-                                call_id = f"call_{embedded_response_item_id[len('fc_'):]}"
-                            else:
-                                _raw_args = str(fn.get("arguments", "{}"))
-                                call_id = _deterministic_call_id(fn_name, _raw_args, len(items))
-                        call_id = call_id.strip()
-
-                        arguments = fn.get("arguments", "{}")
-                        if isinstance(arguments, dict):
-                            arguments = json.dumps(arguments, ensure_ascii=False)
-                        elif not isinstance(arguments, str):
-                            arguments = str(arguments)
-                        arguments = arguments.strip() or "{}"
-
-                        items.append({
-                            "type": "function_call",
-                            "call_id": call_id,
-                            "name": fn_name,
-                            "arguments": arguments,
-                        })
-                continue
-
-            # Non-assistant (user) role: emit multimodal parts when present,
-            # otherwise fall back to the text payload.
-            if content_parts:
-                items.append({"role": role, "content": content_parts})
-            else:
-                items.append({"role": role, "content": content_text})
-            continue
-
-        if role == "tool":
-            raw_tool_call_id = msg.get("tool_call_id")
-            call_id, _ = _split_responses_tool_id(raw_tool_call_id)
-            if not isinstance(call_id, str) or not call_id.strip():
-                if isinstance(raw_tool_call_id, str) and raw_tool_call_id.strip():
-                    call_id = raw_tool_call_id.strip()
-            if not isinstance(call_id, str) or not call_id.strip():
-                continue
-            items.append({
-                "type": "function_call_output",
-                "call_id": call_id,
-                "output": str(msg.get("content", "") or ""),
-            })
-
-    return items
-
-
-# ---------------------------------------------------------------------------
-# Input preflight / validation
-# ---------------------------------------------------------------------------
-
-def _preflight_codex_input_items(raw_items: Any) -> List[Dict[str, Any]]:
-    if not isinstance(raw_items, list):
-        raise ValueError("Codex Responses input must be a list of input items.")
-
-    normalized: List[Dict[str, Any]] = []
-    seen_ids: set = set()
-    for idx, item in enumerate(raw_items):
-        if not isinstance(item, dict):
-            raise ValueError(f"Codex Responses input[{idx}] must be an object.")
-
-        item_type = item.get("type")
-        if item_type == "function_call":
-            call_id = item.get("call_id")
-            name = item.get("name")
-            if not isinstance(call_id, str) or not call_id.strip():
-                raise ValueError(f"Codex Responses input[{idx}] function_call is missing call_id.")
-            if not isinstance(name, str) or not name.strip():
-                raise ValueError(f"Codex Responses input[{idx}] function_call is missing name.")
-
-            arguments = item.get("arguments", "{}")
-            if isinstance(arguments, dict):
-                arguments = json.dumps(arguments, ensure_ascii=False)
-            elif not isinstance(arguments, str):
-                arguments = str(arguments)
-            arguments = arguments.strip() or "{}"
-
-            normalized.append(
-                {
-                    "type": "function_call",
-                    "call_id": call_id.strip(),
-                    "name": name.strip(),
-                    "arguments": arguments,
-                }
-            )
-            continue
-
-        if item_type == "function_call_output":
-            call_id = item.get("call_id")
-            if not isinstance(call_id, str) or not call_id.strip():
-                raise ValueError(f"Codex Responses input[{idx}] function_call_output is missing call_id.")
-            output = item.get("output", "")
-            if output is None:
-                output = ""
-            if not isinstance(output, str):
-                output = str(output)
-
-            normalized.append(
-                {
-                    "type": "function_call_output",
-                    "call_id": call_id.strip(),
-                    "output": output,
-                }
-            )
-            continue
-
-        if item_type == "reasoning":
-            encrypted = item.get("encrypted_content")
-            if isinstance(encrypted, str) and encrypted:
-                item_id = item.get("id")
-                if isinstance(item_id, str) and item_id:
-                    if item_id in seen_ids:
-                        continue
-                    seen_ids.add(item_id)
-                reasoning_item = {"type": "reasoning", "encrypted_content": encrypted}
-                # Do NOT include the "id" in the outgoing item — with
-                # store=False (our default) the API tries to resolve the
-                # id server-side and returns 404.  The id is still used
-                # above for local deduplication via seen_ids.
-                summary = item.get("summary")
-                if isinstance(summary, list):
-                    reasoning_item["summary"] = summary
-                else:
-                    reasoning_item["summary"] = []
-                normalized.append(reasoning_item)
-            continue
-
-        role = item.get("role")
-        if role in {"user", "assistant"}:
-            content = item.get("content", "")
-            if content is None:
-                content = ""
-            if isinstance(content, list):
-                # Multimodal content from ``_chat_messages_to_responses_input``
-                # is already in Responses format (``input_text`` / ``input_image``).
-                # Validate each part and pass through.
-                validated: List[Dict[str, Any]] = []
-                for part_idx, part in enumerate(content):
-                    if isinstance(part, str):
-                        if part:
-                            validated.append({"type": "input_text", "text": part})
-                        continue
-                    if not isinstance(part, dict):
-                        raise ValueError(
-                            f"Codex Responses input[{idx}].content[{part_idx}] must be an object or string."
-                        )
-                    ptype = str(part.get("type") or "").strip().lower()
-                    if ptype in {"input_text", "text", "output_text"}:
-                        text = part.get("text", "")
-                        if not isinstance(text, str):
-                            text = str(text or "")
-                        validated.append({"type": "input_text", "text": text})
-                    elif ptype in {"input_image", "image_url"}:
-                        image_ref = part.get("image_url", "")
-                        detail = part.get("detail")
-                        if isinstance(image_ref, dict):
-                            url = image_ref.get("url", "")
-                            detail = image_ref.get("detail", detail)
-                        else:
-                            url = image_ref
-                        if not isinstance(url, str):
-                            url = str(url or "")
-                        image_part: Dict[str, Any] = {"type": "input_image", "image_url": url}
-                        if isinstance(detail, str) and detail.strip():
-                            image_part["detail"] = detail.strip()
-                        validated.append(image_part)
-                    else:
-                        raise ValueError(
-                            f"Codex Responses input[{idx}].content[{part_idx}] has unsupported type {part.get('type')!r}."
-                        )
-                normalized.append({"role": role, "content": validated})
-                continue
-            if not isinstance(content, str):
-                content = str(content)
-
-            normalized.append({"role": role, "content": content})
-            continue
-
-        raise ValueError(
-            f"Codex Responses input[{idx}] has unsupported item shape (type={item_type!r}, role={role!r})."
-        )
-
-    return normalized
-
-
-def _preflight_codex_api_kwargs(
-    api_kwargs: Any,
-    *,
-    allow_stream: bool = False,
-) -> Dict[str, Any]:
-    if not isinstance(api_kwargs, dict):
-        raise ValueError("Codex Responses request must be a dict.")
-
-    required = {"model", "instructions", "input"}
-    missing = [key for key in required if key not in api_kwargs]
-    if missing:
-        raise ValueError(f"Codex Responses request missing required field(s): {', '.join(sorted(missing))}.")
-
-    model = api_kwargs.get("model")
-    if not isinstance(model, str) or not model.strip():
-        raise ValueError("Codex Responses request 'model' must be a non-empty string.")
-    model = model.strip()
-
-    instructions = api_kwargs.get("instructions")
-    if instructions is None:
-        instructions = ""
-    if not isinstance(instructions, str):
-        instructions = str(instructions)
-    instructions = instructions.strip() or DEFAULT_AGENT_IDENTITY
-
-    normalized_input = _preflight_codex_input_items(api_kwargs.get("input"))
-
-    tools = api_kwargs.get("tools")
-    normalized_tools = None
-    if tools is not None:
-        if not isinstance(tools, list):
-            raise ValueError("Codex Responses request 'tools' must be a list when provided.")
-        normalized_tools = []
-        for idx, tool in enumerate(tools):
-            if not isinstance(tool, dict):
-                raise ValueError(f"Codex Responses tools[{idx}] must be an object.")
-            if tool.get("type") != "function":
-                raise ValueError(f"Codex Responses tools[{idx}] has unsupported type {tool.get('type')!r}.")
-
-            name = tool.get("name")
-            parameters = tool.get("parameters")
-            if not isinstance(name, str) or not name.strip():
-                raise ValueError(f"Codex Responses tools[{idx}] is missing a valid name.")
-            if not isinstance(parameters, dict):
-                raise ValueError(f"Codex Responses tools[{idx}] is missing valid parameters.")
-
-            description = tool.get("description", "")
-            if description is None:
-                description = ""
-            if not isinstance(description, str):
-                description = str(description)
-
-            strict = tool.get("strict", False)
-            if not isinstance(strict, bool):
-                strict = bool(strict)
-
-            normalized_tools.append(
-                {
-                    "type": "function",
-                    "name": name.strip(),
-                    "description": description,
-                    "strict": strict,
-                    "parameters": parameters,
-                }
-            )
-
-    store = api_kwargs.get("store", False)
-    if store is not False:
-        raise ValueError("Codex Responses contract requires 'store' to be false.")
-
-    allowed_keys = {
-        "model", "instructions", "input", "tools", "store",
-        "reasoning", "include", "max_output_tokens", "temperature",
-        "tool_choice", "parallel_tool_calls", "prompt_cache_key", "service_tier",
-        "extra_headers",
-    }
-    normalized: Dict[str, Any] = {
-        "model": model,
-        "instructions": instructions,
-        "input": normalized_input,
-        "store": False,
-    }
-    if normalized_tools is not None:
-        normalized["tools"] = normalized_tools
-
-    # Pass through reasoning config
-    reasoning = api_kwargs.get("reasoning")
-    if isinstance(reasoning, dict):
-        normalized["reasoning"] = reasoning
-    include = api_kwargs.get("include")
-    if isinstance(include, list):
-        normalized["include"] = include
-    service_tier = api_kwargs.get("service_tier")
-    if isinstance(service_tier, str) and service_tier.strip():
-        normalized["service_tier"] = service_tier.strip()
-
-    # Pass through max_output_tokens and temperature
-    max_output_tokens = api_kwargs.get("max_output_tokens")
-    if isinstance(max_output_tokens, (int, float)) and max_output_tokens > 0:
-        normalized["max_output_tokens"] = int(max_output_tokens)
-    temperature = api_kwargs.get("temperature")
-    if isinstance(temperature, (int, float)):
-        normalized["temperature"] = float(temperature)
-
-    # Pass through tool_choice, parallel_tool_calls, prompt_cache_key
-    for passthrough_key in ("tool_choice", "parallel_tool_calls", "prompt_cache_key"):
-        val = api_kwargs.get(passthrough_key)
-        if val is not None:
-            normalized[passthrough_key] = val
-
-    extra_headers = api_kwargs.get("extra_headers")
-    if extra_headers is not None:
-        if not isinstance(extra_headers, dict):
-            raise ValueError("Codex Responses request 'extra_headers' must be an object.")
-        normalized_headers: Dict[str, str] = {}
-        for key, value in extra_headers.items():
-            if not isinstance(key, str) or not key.strip():
-                raise ValueError("Codex Responses request 'extra_headers' keys must be non-empty strings.")
-            if value is None:
-                continue
-            normalized_headers[key.strip()] = str(value)
-        if normalized_headers:
-            normalized["extra_headers"] = normalized_headers
-
-    if allow_stream:
-        stream = api_kwargs.get("stream")
-        if stream is not None and stream is not True:
-            raise ValueError("Codex Responses 'stream' must be true when set.")
-        if stream is True:
-            normalized["stream"] = True
-        allowed_keys.add("stream")
-    elif "stream" in api_kwargs:
-        raise ValueError("Codex Responses stream flag is only allowed in fallback streaming requests.")
-
-    unexpected = sorted(key for key in api_kwargs if key not in allowed_keys)
-    if unexpected:
-        raise ValueError(
-            f"Codex Responses request has unsupported field(s): {', '.join(unexpected)}."
-        )
-
-    return normalized
-
-
-# ---------------------------------------------------------------------------
-# Response extraction helpers
-# ---------------------------------------------------------------------------
-
-def _extract_responses_message_text(item: Any) -> str:
-    """Extract assistant text from a Responses message output item."""
-    content = getattr(item, "content", None)
-    if not isinstance(content, list):
-        return ""
-
-    chunks: List[str] = []
-    for part in content:
-        ptype = getattr(part, "type", None)
-        if ptype not in {"output_text", "text"}:
-            continue
-        text = getattr(part, "text", None)
-        if isinstance(text, str) and text:
-            chunks.append(text)
-    return "".join(chunks).strip()
-
-
-def _extract_responses_reasoning_text(item: Any) -> str:
-    """Extract a compact reasoning text from a Responses reasoning item."""
-    summary = getattr(item, "summary", None)
-    if isinstance(summary, list):
-        chunks: List[str] = []
-        for part in summary:
-            text = getattr(part, "text", None)
-            if isinstance(text, str) and text:
-                chunks.append(text)
-        if chunks:
-            return "\n".join(chunks).strip()
-    text = getattr(item, "text", None)
-    if isinstance(text, str) and text:
-        return text.strip()
-    return ""
-
-
-# ---------------------------------------------------------------------------
-# Full response normalization
-# ---------------------------------------------------------------------------
-
-def _normalize_codex_response(response: Any) -> tuple[Any, str]:
-    """Normalize a Responses API object to an assistant_message-like object."""
-    output = getattr(response, "output", None)
-    if not isinstance(output, list) or not output:
-        # The Codex backend can return empty output when the answer was
-        # delivered entirely via stream events. Check output_text as a
-        # last-resort fallback before raising.
-        out_text = getattr(response, "output_text", None)
-        if isinstance(out_text, str) and out_text.strip():
-            logger.debug(
-                "Codex response has empty output but output_text is present (%d chars); "
-                "synthesizing output item.", len(out_text.strip()),
-            )
-            output = [SimpleNamespace(
-                type="message", role="assistant", status="completed",
-                content=[SimpleNamespace(type="output_text", text=out_text.strip())],
-            )]
-            response.output = output
-        else:
-            raise RuntimeError("Responses API returned no output items")
-
-    response_status = getattr(response, "status", None)
-    if isinstance(response_status, str):
-        response_status = response_status.strip().lower()
-    else:
-        response_status = None
-
-    if response_status in {"failed", "cancelled"}:
-        error_obj = getattr(response, "error", None)
-        if isinstance(error_obj, dict):
-            error_msg = error_obj.get("message") or str(error_obj)
-        else:
-            error_msg = str(error_obj) if error_obj else f"Responses API returned status '{response_status}'"
-        raise RuntimeError(error_msg)
-
-    content_parts: List[str] = []
-    reasoning_parts: List[str] = []
-    reasoning_items_raw: List[Dict[str, Any]] = []
-    tool_calls: List[Any] = []
-    has_incomplete_items = response_status in {"queued", "in_progress", "incomplete"}
-    saw_commentary_phase = False
-    saw_final_answer_phase = False
-
-    for item in output:
-        item_type = getattr(item, "type", None)
-        item_status = getattr(item, "status", None)
-        if isinstance(item_status, str):
-            item_status = item_status.strip().lower()
-        else:
-            item_status = None
-
-        if item_status in {"queued", "in_progress", "incomplete"}:
-            has_incomplete_items = True
-
-        if item_type == "message":
-            item_phase = getattr(item, "phase", None)
-            if isinstance(item_phase, str):
-                normalized_phase = item_phase.strip().lower()
-                if normalized_phase in {"commentary", "analysis"}:
-                    saw_commentary_phase = True
-                elif normalized_phase in {"final_answer", "final"}:
-                    saw_final_answer_phase = True
-            message_text = _extract_responses_message_text(item)
-            if message_text:
-                content_parts.append(message_text)
-        elif item_type == "reasoning":
-            reasoning_text = _extract_responses_reasoning_text(item)
-            if reasoning_text:
-                reasoning_parts.append(reasoning_text)
-            # Capture the full reasoning item for multi-turn continuity.
-            # encrypted_content is an opaque blob the API needs back on
-            # subsequent turns to maintain coherent reasoning chains.
-            encrypted = getattr(item, "encrypted_content", None)
-            if isinstance(encrypted, str) and encrypted:
-                raw_item = {"type": "reasoning", "encrypted_content": encrypted}
-                item_id = getattr(item, "id", None)
-                if isinstance(item_id, str) and item_id:
-                    raw_item["id"] = item_id
-                # Capture summary — required by the API when replaying reasoning items
-                summary = getattr(item, "summary", None)
-                if isinstance(summary, list):
-                    raw_summary = []
-                    for part in summary:
-                        text = getattr(part, "text", None)
-                        if isinstance(text, str):
-                            raw_summary.append({"type": "summary_text", "text": text})
-                    raw_item["summary"] = raw_summary
-                reasoning_items_raw.append(raw_item)
-        elif item_type == "function_call":
-            if item_status in {"queued", "in_progress", "incomplete"}:
-                continue
-            fn_name = getattr(item, "name", "") or ""
-            arguments = getattr(item, "arguments", "{}")
-            if not isinstance(arguments, str):
-                arguments = json.dumps(arguments, ensure_ascii=False)
-            raw_call_id = getattr(item, "call_id", None)
-            raw_item_id = getattr(item, "id", None)
-            embedded_call_id, _ = _split_responses_tool_id(raw_item_id)
-            call_id = raw_call_id if isinstance(raw_call_id, str) and raw_call_id.strip() else embedded_call_id
-            if not isinstance(call_id, str) or not call_id.strip():
-                call_id = _deterministic_call_id(fn_name, arguments, len(tool_calls))
-            call_id = call_id.strip()
-            response_item_id = raw_item_id if isinstance(raw_item_id, str) else None
-            response_item_id = _derive_responses_function_call_id(call_id, response_item_id)
-            tool_calls.append(SimpleNamespace(
-                id=call_id,
-                call_id=call_id,
-                response_item_id=response_item_id,
-                type="function",
-                function=SimpleNamespace(name=fn_name, arguments=arguments),
-            ))
-        elif item_type == "custom_tool_call":
-            fn_name = getattr(item, "name", "") or ""
-            arguments = getattr(item, "input", "{}")
-            if not isinstance(arguments, str):
-                arguments = json.dumps(arguments, ensure_ascii=False)
-            raw_call_id = getattr(item, "call_id", None)
-            raw_item_id = getattr(item, "id", None)
-            embedded_call_id, _ = _split_responses_tool_id(raw_item_id)
-            call_id = raw_call_id if isinstance(raw_call_id, str) and raw_call_id.strip() else embedded_call_id
-            if not isinstance(call_id, str) or not call_id.strip():
-                call_id = _deterministic_call_id(fn_name, arguments, len(tool_calls))
-            call_id = call_id.strip()
-            response_item_id = raw_item_id if isinstance(raw_item_id, str) else None
-            response_item_id = _derive_responses_function_call_id(call_id, response_item_id)
-            tool_calls.append(SimpleNamespace(
-                id=call_id,
-                call_id=call_id,
-                response_item_id=response_item_id,
-                type="function",
-                function=SimpleNamespace(name=fn_name, arguments=arguments),
-            ))
-
-    final_text = "\n".join([p for p in content_parts if p]).strip()
-    if not final_text and hasattr(response, "output_text"):
-        out_text = getattr(response, "output_text", "")
-        if isinstance(out_text, str):
-            final_text = out_text.strip()
-
-    assistant_message = SimpleNamespace(
-        content=final_text,
-        tool_calls=tool_calls,
-        reasoning="\n\n".join(reasoning_parts).strip() if reasoning_parts else None,
-        reasoning_content=None,
-        reasoning_details=None,
-        codex_reasoning_items=reasoning_items_raw or None,
-    )
-
-    if tool_calls:
-        finish_reason = "tool_calls"
-    elif has_incomplete_items or (saw_commentary_phase and not saw_final_answer_phase):
-        finish_reason = "incomplete"
-    elif reasoning_items_raw and not final_text:
-        # Response contains only reasoning (encrypted thinking state) with
-        # no visible content or tool calls.  The model is still thinking and
-        # needs another turn to produce the actual answer.  Marking this as
-        # "stop" would send it into the empty-content retry loop which burns
-        # 3 retries then fails — treat it as incomplete instead so the Codex
-        # continuation path handles it correctly.
-        finish_reason = "incomplete"
-    else:
-        finish_reason = "stop"
-    return assistant_message, finish_reason

agent/context_engine.py

@@ -1,184 +0,0 @@
-"""Abstract base class for pluggable context engines.
-
-A context engine controls how conversation context is managed when
-approaching the model's token limit. The built-in ContextCompressor
-is the default implementation. Third-party engines (e.g. LCM) can
-replace it via the plugin system or by being placed in the
-``plugins/context_engine/<name>/`` directory.
-
-Selection is config-driven: ``context.engine`` in config.yaml.
-Default is ``"compressor"`` (the built-in). Only one engine is active.
-
-The engine is responsible for:
-  - Deciding when compaction should fire
-  - Performing compaction (summarization, DAG construction, etc.)
-  - Optionally exposing tools the agent can call (e.g. lcm_grep)
-  - Tracking token usage from API responses
-
-Lifecycle:
-  1. Engine is instantiated and registered (plugin register() or default)
-  2. on_session_start() called when a conversation begins
-  3. update_from_response() called after each API response with usage data
-  4. should_compress() checked after each turn
-  5. compress() called when should_compress() returns True
-  6. on_session_end() called at real session boundaries (CLI exit, /reset,
-     gateway session expiry) — NOT per-turn
-"""
-
-from abc import ABC, abstractmethod
-from typing import Any, Dict, List
-
-
-class ContextEngine(ABC):
-    """Base class all context engines must implement."""
-
-    # -- Identity ----------------------------------------------------------
-
-    @property
-    @abstractmethod
-    def name(self) -> str:
-        """Short identifier (e.g. 'compressor', 'lcm')."""
-
-    # -- Token state (read by run_agent.py for display/logging) ------------
-    #
-    # Engines MUST maintain these. run_agent.py reads them directly.
-
-    last_prompt_tokens: int = 0
-    last_completion_tokens: int = 0
-    last_total_tokens: int = 0
-    threshold_tokens: int = 0
-    context_length: int = 0
-    compression_count: int = 0
-
-    # -- Compaction parameters (read by run_agent.py for preflight) --------
-    #
-    # These control the preflight compression check.  Subclasses may
-    # override via __init__ or property; defaults are sensible for most
-    # engines.
-
-    threshold_percent: float = 0.75
-    protect_first_n: int = 3
-    protect_last_n: int = 6
-
-    # -- Core interface ----------------------------------------------------
-
-    @abstractmethod
-    def update_from_response(self, usage: Dict[str, Any]) -> None:
-        """Update tracked token usage from an API response.
-
-        Called after every LLM call with the usage dict from the response.
-        """
-
-    @abstractmethod
-    def should_compress(self, prompt_tokens: int = None) -> bool:
-        """Return True if compaction should fire this turn."""
-
-    @abstractmethod
-    def compress(
-        self,
-        messages: List[Dict[str, Any]],
-        current_tokens: int = None,
-    ) -> List[Dict[str, Any]]:
-        """Compact the message list and return the new message list.
-
-        This is the main entry point. The engine receives the full message
-        list and returns a (possibly shorter) list that fits within the
-        context budget. The implementation is free to summarize, build a
-        DAG, or do anything else — as long as the returned list is a valid
-        OpenAI-format message sequence.
-        """
-
-    # -- Optional: pre-flight check ----------------------------------------
-
-    def should_compress_preflight(self, messages: List[Dict[str, Any]]) -> bool:
-        """Quick rough check before the API call (no real token count yet).
-
-        Default returns False (skip pre-flight). Override if your engine
-        can do a cheap estimate.
-        """
-        return False
-
-    # -- Optional: session lifecycle ---------------------------------------
-
-    def on_session_start(self, session_id: str, **kwargs) -> None:
-        """Called when a new conversation session begins.
-
-        Use this to load persisted state (DAG, store) for the session.
-        kwargs may include hermes_home, platform, model, etc.
-        """
-
-    def on_session_end(self, session_id: str, messages: List[Dict[str, Any]]) -> None:
-        """Called at real session boundaries (CLI exit, /reset, gateway expiry).
-
-        Use this to flush state, close DB connections, etc.
-        NOT called per-turn — only when the session truly ends.
-        """
-
-    def on_session_reset(self) -> None:
-        """Called on /new or /reset. Reset per-session state.
-
-        Default resets compression_count and token tracking.
-        """
-        self.last_prompt_tokens = 0
-        self.last_completion_tokens = 0
-        self.last_total_tokens = 0
-        self.compression_count = 0
-
-    # -- Optional: tools ---------------------------------------------------
-
-    def get_tool_schemas(self) -> List[Dict[str, Any]]:
-        """Return tool schemas this engine provides to the agent.
-
-        Default returns empty list (no tools). LCM would return schemas
-        for lcm_grep, lcm_describe, lcm_expand here.
-        """
-        return []
-
-    def handle_tool_call(self, name: str, args: Dict[str, Any], **kwargs) -> str:
-        """Handle a tool call from the agent.
-
-        Only called for tool names returned by get_tool_schemas().
-        Must return a JSON string.
-
-        kwargs may include:
-          messages: the current in-memory message list (for live ingestion)
-        """
-        import json
-        return json.dumps({"error": f"Unknown context engine tool: {name}"})
-
-    # -- Optional: status / display ----------------------------------------
-
-    def get_status(self) -> Dict[str, Any]:
-        """Return status dict for display/logging.
-
-        Default returns the standard fields run_agent.py expects.
-        """
-        return {
-            "last_prompt_tokens": self.last_prompt_tokens,
-            "threshold_tokens": self.threshold_tokens,
-            "context_length": self.context_length,
-            "usage_percent": (
-                min(100, self.last_prompt_tokens / self.context_length * 100)
-                if self.context_length else 0
-            ),
-            "compression_count": self.compression_count,
-        }
-
-    # -- Optional: model switch support ------------------------------------
-
-    def update_model(
-        self,
-        model: str,
-        context_length: int,
-        base_url: str = "",
-        api_key: str = "",
-        provider: str = "",
-    ) -> None:
-        """Called when the user switches models or on fallback activation.
-
-        Default updates context_length and recalculates threshold_tokens
-        from threshold_percent. Override if your engine needs more
-        (e.g. recalculate DAG budgets, switch summary models).
-        """
-        self.context_length = context_length
-        self.threshold_tokens = int(context_length * self.threshold_percent)

agent/context_references.py

@@ -1,518 +0,0 @@
-from __future__ import annotations
-
-import asyncio
-import inspect
-import json
-import mimetypes
-import os
-import re
-import subprocess
-from dataclasses import dataclass, field
-from pathlib import Path
-from typing import Awaitable, Callable
-
-from agent.model_metadata import estimate_tokens_rough
-
-_QUOTED_REFERENCE_VALUE = r'(?:`[^`\n]+`|"[^"\n]+"|\'[^\'\n]+\')'
-REFERENCE_PATTERN = re.compile(
-    rf"(?<![\w/])@(?:(?P<simple>diff|staged)\b|(?P<kind>file|folder|git|url):(?P<value>{_QUOTED_REFERENCE_VALUE}(?::\d+(?:-\d+)?)?|\S+))"
-)
-TRAILING_PUNCTUATION = ",.;!?"
-_SENSITIVE_HOME_DIRS = (".ssh", ".aws", ".gnupg", ".kube", ".docker", ".azure", ".config/gh")
-_SENSITIVE_HERMES_DIRS = (Path("skills") / ".hub",)
-_SENSITIVE_HOME_FILES = (
-    Path(".ssh") / "authorized_keys",
-    Path(".ssh") / "id_rsa",
-    Path(".ssh") / "id_ed25519",
-    Path(".ssh") / "config",
-    Path(".bashrc"),
-    Path(".zshrc"),
-    Path(".profile"),
-    Path(".bash_profile"),
-    Path(".zprofile"),
-    Path(".netrc"),
-    Path(".pgpass"),
-    Path(".npmrc"),
-    Path(".pypirc"),
-)
-
-
-@dataclass(frozen=True)
-class ContextReference:
-    raw: str
-    kind: str
-    target: str
-    start: int
-    end: int
-    line_start: int | None = None
-    line_end: int | None = None
-
-
-@dataclass
-class ContextReferenceResult:
-    message: str
-    original_message: str
-    references: list[ContextReference] = field(default_factory=list)
-    warnings: list[str] = field(default_factory=list)
-    injected_tokens: int = 0
-    expanded: bool = False
-    blocked: bool = False
-
-
-def parse_context_references(message: str) -> list[ContextReference]:
-    refs: list[ContextReference] = []
-    if not message:
-        return refs
-
-    for match in REFERENCE_PATTERN.finditer(message):
-        simple = match.group("simple")
-        if simple:
-            refs.append(
-                ContextReference(
-                    raw=match.group(0),
-                    kind=simple,
-                    target="",
-                    start=match.start(),
-                    end=match.end(),
-                )
-            )
-            continue
-
-        kind = match.group("kind")
-        value = _strip_trailing_punctuation(match.group("value") or "")
-        line_start = None
-        line_end = None
-        target = _strip_reference_wrappers(value)
-
-        if kind == "file":
-            target, line_start, line_end = _parse_file_reference_value(value)
-
-        refs.append(
-            ContextReference(
-                raw=match.group(0),
-                kind=kind,
-                target=target,
-                start=match.start(),
-                end=match.end(),
-                line_start=line_start,
-                line_end=line_end,
-            )
-        )
-
-    return refs
-
-
-def preprocess_context_references(
-    message: str,
-    *,
-    cwd: str | Path,
-    context_length: int,
-    url_fetcher: Callable[[str], str | Awaitable[str]] | None = None,
-    allowed_root: str | Path | None = None,
-) -> ContextReferenceResult:
-    coro = preprocess_context_references_async(
-        message,
-        cwd=cwd,
-        context_length=context_length,
-        url_fetcher=url_fetcher,
-        allowed_root=allowed_root,
-    )
-    # Safe for both CLI (no loop) and gateway (loop already running).
-    try:
-        loop = asyncio.get_running_loop()
-    except RuntimeError:
-        loop = None
-    if loop and loop.is_running():
-        import concurrent.futures
-        with concurrent.futures.ThreadPoolExecutor(max_workers=1) as pool:
-            return pool.submit(asyncio.run, coro).result()
-    return asyncio.run(coro)
-
-
-async def preprocess_context_references_async(
-    message: str,
-    *,
-    cwd: str | Path,
-    context_length: int,
-    url_fetcher: Callable[[str], str | Awaitable[str]] | None = None,
-    allowed_root: str | Path | None = None,
-) -> ContextReferenceResult:
-    refs = parse_context_references(message)
-    if not refs:
-        return ContextReferenceResult(message=message, original_message=message)
-
-    cwd_path = Path(cwd).expanduser().resolve()
-    # Default to the current working directory so @ references cannot escape
-    # the active workspace unless a caller explicitly widens the root.
-    allowed_root_path = (
-        Path(allowed_root).expanduser().resolve() if allowed_root is not None else cwd_path
-    )
-    warnings: list[str] = []
-    blocks: list[str] = []
-    injected_tokens = 0
-
-    for ref in refs:
-        warning, block = await _expand_reference(
-            ref,
-            cwd_path,
-            url_fetcher=url_fetcher,
-            allowed_root=allowed_root_path,
-        )
-        if warning:
-            warnings.append(warning)
-        if block:
-            blocks.append(block)
-            injected_tokens += estimate_tokens_rough(block)
-
-    hard_limit = max(1, int(context_length * 0.50))
-    soft_limit = max(1, int(context_length * 0.25))
-    if injected_tokens > hard_limit:
-        warnings.append(
-            f"@ context injection refused: {injected_tokens} tokens exceeds the 50% hard limit ({hard_limit})."
-        )
-        return ContextReferenceResult(
-            message=message,
-            original_message=message,
-            references=refs,
-            warnings=warnings,
-            injected_tokens=injected_tokens,
-            expanded=False,
-            blocked=True,
-        )
-
-    if injected_tokens > soft_limit:
-        warnings.append(
-            f"@ context injection warning: {injected_tokens} tokens exceeds the 25% soft limit ({soft_limit})."
-        )
-
-    stripped = _remove_reference_tokens(message, refs)
-    final = stripped
-    if warnings:
-        final = f"{final}\n\n--- Context Warnings ---\n" + "\n".join(f"- {warning}" for warning in warnings)
-    if blocks:
-        final = f"{final}\n\n--- Attached Context ---\n\n" + "\n\n".join(blocks)
-
-    return ContextReferenceResult(
-        message=final.strip(),
-        original_message=message,
-        references=refs,
-        warnings=warnings,
-        injected_tokens=injected_tokens,
-        expanded=bool(blocks or warnings),
-        blocked=False,
-    )
-
-
-async def _expand_reference(
-    ref: ContextReference,
-    cwd: Path,
-    *,
-    url_fetcher: Callable[[str], str | Awaitable[str]] | None = None,
-    allowed_root: Path | None = None,
-) -> tuple[str | None, str | None]:
-    try:
-        if ref.kind == "file":
-            return _expand_file_reference(ref, cwd, allowed_root=allowed_root)
-        if ref.kind == "folder":
-            return _expand_folder_reference(ref, cwd, allowed_root=allowed_root)
-        if ref.kind == "diff":
-            return _expand_git_reference(ref, cwd, ["diff"], "git diff")
-        if ref.kind == "staged":
-            return _expand_git_reference(ref, cwd, ["diff", "--staged"], "git diff --staged")
-        if ref.kind == "git":
-            count = max(1, min(int(ref.target or "1"), 10))
-            return _expand_git_reference(ref, cwd, ["log", f"-{count}", "-p"], f"git log -{count} -p")
-        if ref.kind == "url":
-            content = await _fetch_url_content(ref.target, url_fetcher=url_fetcher)
-            if not content:
-                return f"{ref.raw}: no content extracted", None
-            return None, f"🌐 {ref.raw} ({estimate_tokens_rough(content)} tokens)\n{content}"
-    except Exception as exc:
-        return f"{ref.raw}: {exc}", None
-
-    return f"{ref.raw}: unsupported reference type", None
-
-
-def _expand_file_reference(
-    ref: ContextReference,
-    cwd: Path,
-    *,
-    allowed_root: Path | None = None,
-) -> tuple[str | None, str | None]:
-    path = _resolve_path(cwd, ref.target, allowed_root=allowed_root)
-    _ensure_reference_path_allowed(path)
-    if not path.exists():
-        return f"{ref.raw}: file not found", None
-    if not path.is_file():
-        return f"{ref.raw}: path is not a file", None
-    if _is_binary_file(path):
-        return f"{ref.raw}: binary files are not supported", None
-
-    text = path.read_text(encoding="utf-8")
-    if ref.line_start is not None:
-        lines = text.splitlines()
-        start_idx = max(ref.line_start - 1, 0)
-        end_idx = min(ref.line_end or ref.line_start, len(lines))
-        text = "\n".join(lines[start_idx:end_idx])
-
-    lang = _code_fence_language(path)
-    label = ref.raw
-    return None, f"📄 {label} ({estimate_tokens_rough(text)} tokens)\n```{lang}\n{text}\n```"
-
-
-def _expand_folder_reference(
-    ref: ContextReference,
-    cwd: Path,
-    *,
-    allowed_root: Path | None = None,
-) -> tuple[str | None, str | None]:
-    path = _resolve_path(cwd, ref.target, allowed_root=allowed_root)
-    _ensure_reference_path_allowed(path)
-    if not path.exists():
-        return f"{ref.raw}: folder not found", None
-    if not path.is_dir():
-        return f"{ref.raw}: path is not a folder", None
-
-    listing = _build_folder_listing(path, cwd)
-    return None, f"📁 {ref.raw} ({estimate_tokens_rough(listing)} tokens)\n{listing}"
-
-
-def _expand_git_reference(
-    ref: ContextReference,
-    cwd: Path,
-    args: list[str],
-    label: str,
-) -> tuple[str | None, str | None]:
-    try:
-        result = subprocess.run(
-            ["git", *args],
-            cwd=cwd,
-            capture_output=True,
-            text=True,
-            timeout=30,
-        )
-    except subprocess.TimeoutExpired:
-        return f"{ref.raw}: git command timed out (30s)", None
-    if result.returncode != 0:
-        stderr = (result.stderr or "").strip() or "git command failed"
-        return f"{ref.raw}: {stderr}", None
-    content = result.stdout.strip()
-    if not content:
-        content = "(no output)"
-    return None, f"🧾 {label} ({estimate_tokens_rough(content)} tokens)\n```diff\n{content}\n```"
-
-
-async def _fetch_url_content(
-    url: str,
-    *,
-    url_fetcher: Callable[[str], str | Awaitable[str]] | None = None,
-) -> str:
-    fetcher = url_fetcher or _default_url_fetcher
-    content = fetcher(url)
-    if inspect.isawaitable(content):
-        content = await content
-    return str(content or "").strip()
-
-
-async def _default_url_fetcher(url: str) -> str:
-    from tools.web_tools import web_extract_tool
-
-    raw = await web_extract_tool([url], format="markdown", use_llm_processing=True)
-    payload = json.loads(raw)
-    docs = payload.get("data", {}).get("documents", [])
-    if not docs:
-        return ""
-    doc = docs[0]
-    return str(doc.get("content") or doc.get("raw_content") or "").strip()
-
-
-def _resolve_path(cwd: Path, target: str, *, allowed_root: Path | None = None) -> Path:
-    path = Path(os.path.expanduser(target))
-    if not path.is_absolute():
-        path = cwd / path
-    resolved = path.resolve()
-    if allowed_root is not None:
-        try:
-            resolved.relative_to(allowed_root)
-        except ValueError as exc:
-            raise ValueError("path is outside the allowed workspace") from exc
-    return resolved
-
-
-def _ensure_reference_path_allowed(path: Path) -> None:
-    from hermes_constants import get_hermes_home
-    home = Path(os.path.expanduser("~")).resolve()
-    hermes_home = get_hermes_home().resolve()
-
-    blocked_exact = {home / rel for rel in _SENSITIVE_HOME_FILES}
-    blocked_exact.add(hermes_home / ".env")
-    blocked_dirs = [home / rel for rel in _SENSITIVE_HOME_DIRS]
-    blocked_dirs.extend(hermes_home / rel for rel in _SENSITIVE_HERMES_DIRS)
-
-    if path in blocked_exact:
-        raise ValueError("path is a sensitive credential file and cannot be attached")
-
-    for blocked_dir in blocked_dirs:
-        try:
-            path.relative_to(blocked_dir)
-        except ValueError:
-            continue
-        raise ValueError("path is a sensitive credential or internal Hermes path and cannot be attached")
-
-
-def _strip_trailing_punctuation(value: str) -> str:
-    stripped = value.rstrip(TRAILING_PUNCTUATION)
-    while stripped.endswith((")", "]", "}")):
-        closer = stripped[-1]
-        opener = {")": "(", "]": "[", "}": "{"}[closer]
-        if stripped.count(closer) > stripped.count(opener):
-            stripped = stripped[:-1]
-            continue
-        break
-    return stripped
-
-
-def _strip_reference_wrappers(value: str) -> str:
-    if len(value) >= 2 and value[0] == value[-1] and value[0] in "`\"'":
-        return value[1:-1]
-    return value
-
-
-def _parse_file_reference_value(value: str) -> tuple[str, int | None, int | None]:
-    quoted_match = re.match(
-        r'^(?P<quote>`|"|\')(?P<path>.+?)(?P=quote)(?::(?P<start>\d+)(?:-(?P<end>\d+))?)?$',
-        value,
-    )
-    if quoted_match:
-        line_start = quoted_match.group("start")
-        line_end = quoted_match.group("end")
-        return (
-            quoted_match.group("path"),
-            int(line_start) if line_start is not None else None,
-            int(line_end or line_start) if line_start is not None else None,
-        )
-
-    range_match = re.match(r"^(?P<path>.+?):(?P<start>\d+)(?:-(?P<end>\d+))?$", value)
-    if range_match:
-        line_start = int(range_match.group("start"))
-        return (
-            range_match.group("path"),
-            line_start,
-            int(range_match.group("end") or range_match.group("start")),
-        )
-
-    return _strip_reference_wrappers(value), None, None
-
-
-def _remove_reference_tokens(message: str, refs: list[ContextReference]) -> str:
-    pieces: list[str] = []
-    cursor = 0
-    for ref in refs:
-        pieces.append(message[cursor:ref.start])
-        cursor = ref.end
-    pieces.append(message[cursor:])
-    text = "".join(pieces)
-    text = re.sub(r"\s{2,}", " ", text)
-    text = re.sub(r"\s+([,.;:!?])", r"\1", text)
-    return text.strip()
-
-
-def _is_binary_file(path: Path) -> bool:
-    mime, _ = mimetypes.guess_type(path.name)
-    if mime and not mime.startswith("text/") and not any(
-        path.name.endswith(ext) for ext in (".py", ".md", ".txt", ".json", ".yaml", ".yml", ".toml", ".js", ".ts")
-    ):
-        return True
-    chunk = path.read_bytes()[:4096]
-    return b"\x00" in chunk
-
-
-def _build_folder_listing(path: Path, cwd: Path, limit: int = 200) -> str:
-    lines = [f"{path.relative_to(cwd)}/"]
-    entries = _iter_visible_entries(path, cwd, limit=limit)
-    for entry in entries:
-        rel = entry.relative_to(cwd)
-        indent = "  " * max(len(rel.parts) - len(path.relative_to(cwd).parts) - 1, 0)
-        if entry.is_dir():
-            lines.append(f"{indent}- {entry.name}/")
-        else:
-            meta = _file_metadata(entry)
-            lines.append(f"{indent}- {entry.name} ({meta})")
-    if len(entries) >= limit:
-        lines.append("- ...")
-    return "\n".join(lines)
-
-
-def _iter_visible_entries(path: Path, cwd: Path, limit: int) -> list[Path]:
-    rg_entries = _rg_files(path, cwd, limit=limit)
-    if rg_entries is not None:
-        output: list[Path] = []
-        seen_dirs: set[Path] = set()
-        for rel in rg_entries:
-            full = cwd / rel
-            for parent in full.parents:
-                if parent == cwd or parent in seen_dirs or path not in {parent, *parent.parents}:
-                    continue
-                seen_dirs.add(parent)
-                output.append(parent)
-            output.append(full)
-        return sorted({p for p in output if p.exists()}, key=lambda p: (not p.is_dir(), str(p)))
-
-    output = []
-    for root, dirs, files in os.walk(path):
-        dirs[:] = sorted(d for d in dirs if not d.startswith(".") and d != "__pycache__")
-        files = sorted(f for f in files if not f.startswith("."))
-        root_path = Path(root)
-        for d in dirs:
-            output.append(root_path / d)
-            if len(output) >= limit:
-                return output
-        for f in files:
-            output.append(root_path / f)
-            if len(output) >= limit:
-                return output
-    return output
-
-
-def _rg_files(path: Path, cwd: Path, limit: int) -> list[Path] | None:
-    try:
-        result = subprocess.run(
-            ["rg", "--files", str(path.relative_to(cwd))],
-            cwd=cwd,
-            capture_output=True,
-            text=True,
-            timeout=10,
-        )
-    except (FileNotFoundError, OSError, subprocess.TimeoutExpired):
-        return None
-    if result.returncode != 0:
-        return None
-    files = [Path(line.strip()) for line in result.stdout.splitlines() if line.strip()]
-    return files[:limit]
-
-
-def _file_metadata(path: Path) -> str:
-    if _is_binary_file(path):
-        return f"{path.stat().st_size} bytes"
-    try:
-        line_count = path.read_text(encoding="utf-8").count("\n") + 1
-    except Exception:
-        return f"{path.stat().st_size} bytes"
-    return f"{line_count} lines"
-
-
-def _code_fence_language(path: Path) -> str:
-    mapping = {
-        ".py": "python",
-        ".js": "javascript",
-        ".ts": "typescript",
-        ".tsx": "tsx",
-        ".jsx": "jsx",
-        ".json": "json",
-        ".md": "markdown",
-        ".sh": "bash",
-        ".yml": "yaml",
-        ".yaml": "yaml",
-        ".toml": "toml",
-    }
-    return mapping.get(path.suffix.lower(), "")

agent/copilot_acp_client.py

@@ -1,604 +0,0 @@
-"""OpenAI-compatible shim that forwards Hermes requests to `copilot --acp`.
-
-This adapter lets Hermes treat the GitHub Copilot ACP server as a chat-style
-backend. Each request starts a short-lived ACP session, sends the formatted
-conversation as a single prompt, collects text chunks, and converts the result
-back into the minimal shape Hermes expects from an OpenAI client.
-"""
-
-from __future__ import annotations
-
-import json
-import os
-import queue
-import re
-import shlex
-import subprocess
-import threading
-import time
-from collections import deque
-from pathlib import Path
-from types import SimpleNamespace
-from typing import Any
-
-from agent.file_safety import get_read_block_error, is_write_denied
-from agent.redact import redact_sensitive_text
-
-ACP_MARKER_BASE_URL = "acp://copilot"
-_DEFAULT_TIMEOUT_SECONDS = 900.0
-
-_TOOL_CALL_BLOCK_RE = re.compile(r"<tool_call>\s*(\{.*?\})\s*</tool_call>", re.DOTALL)
-_TOOL_CALL_JSON_RE = re.compile(r"\{\s*\"id\"\s*:\s*\"[^\"]+\"\s*,\s*\"type\"\s*:\s*\"function\"\s*,\s*\"function\"\s*:\s*\{.*?\}\s*\}", re.DOTALL)
-
-
-def _resolve_command() -> str:
-    return (
-        os.getenv("HERMES_COPILOT_ACP_COMMAND", "").strip()
-        or os.getenv("COPILOT_CLI_PATH", "").strip()
-        or "copilot"
-    )
-
-
-def _resolve_args() -> list[str]:
-    raw = os.getenv("HERMES_COPILOT_ACP_ARGS", "").strip()
-    if not raw:
-        return ["--acp", "--stdio"]
-    return shlex.split(raw)
-
-
-def _jsonrpc_error(message_id: Any, code: int, message: str) -> dict[str, Any]:
-    return {
-        "jsonrpc": "2.0",
-        "id": message_id,
-        "error": {
-            "code": code,
-            "message": message,
-        },
-    }
-
-
-def _permission_denied(message_id: Any) -> dict[str, Any]:
-    return {
-        "jsonrpc": "2.0",
-        "id": message_id,
-        "result": {
-            "outcome": {
-                "outcome": "cancelled",
-            }
-        },
-    }
-
-
-def _format_messages_as_prompt(
-    messages: list[dict[str, Any]],
-    model: str | None = None,
-    tools: list[dict[str, Any]] | None = None,
-    tool_choice: Any = None,
-) -> str:
-    sections: list[str] = [
-        "You are being used as the active ACP agent backend for Hermes.",
-        "Use ACP capabilities to complete tasks.",
-        "IMPORTANT: If you take an action with a tool, you MUST output tool calls using <tool_call>{...}</tool_call> blocks with JSON exactly in OpenAI function-call shape.",
-        "If no tool is needed, answer normally.",
-    ]
-    if model:
-        sections.append(f"Hermes requested model hint: {model}")
-
-    if isinstance(tools, list) and tools:
-        tool_specs: list[dict[str, Any]] = []
-        for t in tools:
-            if not isinstance(t, dict):
-                continue
-            fn = t.get("function") or {}
-            if not isinstance(fn, dict):
-                continue
-            name = fn.get("name")
-            if not isinstance(name, str) or not name.strip():
-                continue
-            tool_specs.append(
-                {
-                    "name": name.strip(),
-                    "description": fn.get("description", ""),
-                    "parameters": fn.get("parameters", {}),
-                }
-            )
-        if tool_specs:
-            sections.append(
-                "Available tools (OpenAI function schema). "
-                "When using a tool, emit ONLY <tool_call>{...}</tool_call> with one JSON object "
-                "containing id/type/function{name,arguments}. arguments must be a JSON string.\n"
-                + json.dumps(tool_specs, ensure_ascii=False)
-            )
-
-    if tool_choice is not None:
-        sections.append(f"Tool choice hint: {json.dumps(tool_choice, ensure_ascii=False)}")
-
-    transcript: list[str] = []
-    for message in messages:
-        if not isinstance(message, dict):
-            continue
-        role = str(message.get("role") or "unknown").strip().lower()
-        if role == "tool":
-            role = "tool"
-        elif role not in {"system", "user", "assistant"}:
-            role = "context"
-
-        content = message.get("content")
-        rendered = _render_message_content(content)
-        if not rendered:
-            continue
-
-        label = {
-            "system": "System",
-            "user": "User",
-            "assistant": "Assistant",
-            "tool": "Tool",
-            "context": "Context",
-        }.get(role, role.title())
-        transcript.append(f"{label}:\n{rendered}")
-
-    if transcript:
-        sections.append("Conversation transcript:\n\n" + "\n\n".join(transcript))
-
-    sections.append("Continue the conversation from the latest user request.")
-    return "\n\n".join(section.strip() for section in sections if section and section.strip())
-
-
-def _render_message_content(content: Any) -> str:
-    if content is None:
-        return ""
-    if isinstance(content, str):
-        return content.strip()
-    if isinstance(content, dict):
-        if "text" in content:
-            return str(content.get("text") or "").strip()
-        if "content" in content and isinstance(content.get("content"), str):
-            return str(content.get("content") or "").strip()
-        return json.dumps(content, ensure_ascii=True)
-    if isinstance(content, list):
-        parts: list[str] = []
-        for item in content:
-            if isinstance(item, str):
-                parts.append(item)
-            elif isinstance(item, dict):
-                text = item.get("text")
-                if isinstance(text, str) and text.strip():
-                    parts.append(text.strip())
-        return "\n".join(parts).strip()
-    return str(content).strip()
-
-
-def _extract_tool_calls_from_text(text: str) -> tuple[list[SimpleNamespace], str]:
-    if not isinstance(text, str) or not text.strip():
-        return [], ""
-
-    extracted: list[SimpleNamespace] = []
-    consumed_spans: list[tuple[int, int]] = []
-
-    def _try_add_tool_call(raw_json: str) -> None:
-        try:
-            obj = json.loads(raw_json)
-        except Exception:
-            return
-        if not isinstance(obj, dict):
-            return
-        fn = obj.get("function")
-        if not isinstance(fn, dict):
-            return
-        fn_name = fn.get("name")
-        if not isinstance(fn_name, str) or not fn_name.strip():
-            return
-        fn_args = fn.get("arguments", "{}")
-        if not isinstance(fn_args, str):
-            fn_args = json.dumps(fn_args, ensure_ascii=False)
-        call_id = obj.get("id")
-        if not isinstance(call_id, str) or not call_id.strip():
-            call_id = f"acp_call_{len(extracted)+1}"
-
-        extracted.append(
-            SimpleNamespace(
-                id=call_id,
-                call_id=call_id,
-                response_item_id=None,
-                type="function",
-                function=SimpleNamespace(name=fn_name.strip(), arguments=fn_args),
-            )
-        )
-
-    for m in _TOOL_CALL_BLOCK_RE.finditer(text):
-        raw = m.group(1)
-        _try_add_tool_call(raw)
-        consumed_spans.append((m.start(), m.end()))
-
-    # Only try bare-JSON fallback when no XML blocks were found.
-    if not extracted:
-        for m in _TOOL_CALL_JSON_RE.finditer(text):
-            raw = m.group(0)
-            _try_add_tool_call(raw)
-            consumed_spans.append((m.start(), m.end()))
-
-    if not consumed_spans:
-        return extracted, text.strip()
-
-    consumed_spans.sort()
-    merged: list[tuple[int, int]] = []
-    for start, end in consumed_spans:
-        if not merged or start > merged[-1][1]:
-            merged.append((start, end))
-        else:
-            merged[-1] = (merged[-1][0], max(merged[-1][1], end))
-
-    parts: list[str] = []
-    cursor = 0
-    for start, end in merged:
-        if cursor < start:
-            parts.append(text[cursor:start])
-        cursor = max(cursor, end)
-    if cursor < len(text):
-        parts.append(text[cursor:])
-
-    cleaned = "\n".join(p.strip() for p in parts if p and p.strip()).strip()
-    return extracted, cleaned
-
-
-
-def _ensure_path_within_cwd(path_text: str, cwd: str) -> Path:
-    candidate = Path(path_text)
-    if not candidate.is_absolute():
-        raise PermissionError("ACP file-system paths must be absolute.")
-    resolved = candidate.resolve()
-    root = Path(cwd).resolve()
-    try:
-        resolved.relative_to(root)
-    except ValueError as exc:
-        raise PermissionError(f"Path '{resolved}' is outside the session cwd '{root}'.") from exc
-    return resolved
-
-
-class _ACPChatCompletions:
-    def __init__(self, client: "CopilotACPClient"):
-        self._client = client
-
-    def create(self, **kwargs: Any) -> Any:
-        return self._client._create_chat_completion(**kwargs)
-
-
-class _ACPChatNamespace:
-    def __init__(self, client: "CopilotACPClient"):
-        self.completions = _ACPChatCompletions(client)
-
-
-class CopilotACPClient:
-    """Minimal OpenAI-client-compatible facade for Copilot ACP."""
-
-    def __init__(
-        self,
-        *,
-        api_key: str | None = None,
-        base_url: str | None = None,
-        default_headers: dict[str, str] | None = None,
-        acp_command: str | None = None,
-        acp_args: list[str] | None = None,
-        acp_cwd: str | None = None,
-        command: str | None = None,
-        args: list[str] | None = None,
-        **_: Any,
-    ):
-        self.api_key = api_key or "copilot-acp"
-        self.base_url = base_url or ACP_MARKER_BASE_URL
-        self._default_headers = dict(default_headers or {})
-        self._acp_command = acp_command or command or _resolve_command()
-        self._acp_args = list(acp_args or args or _resolve_args())
-        self._acp_cwd = str(Path(acp_cwd or os.getcwd()).resolve())
-        self.chat = _ACPChatNamespace(self)
-        self.is_closed = False
-        self._active_process: subprocess.Popen[str] | None = None
-        self._active_process_lock = threading.Lock()
-
-    def close(self) -> None:
-        proc: subprocess.Popen[str] | None
-        with self._active_process_lock:
-            proc = self._active_process
-            self._active_process = None
-        self.is_closed = True
-        if proc is None:
-            return
-        try:
-            proc.terminate()
-            proc.wait(timeout=2)
-        except Exception:
-            try:
-                proc.kill()
-            except Exception:
-                pass
-
-    def _create_chat_completion(
-        self,
-        *,
-        model: str | None = None,
-        messages: list[dict[str, Any]] | None = None,
-        timeout: float | None = None,
-        tools: list[dict[str, Any]] | None = None,
-        tool_choice: Any = None,
-        **_: Any,
-    ) -> Any:
-        prompt_text = _format_messages_as_prompt(
-            messages or [],
-            model=model,
-            tools=tools,
-            tool_choice=tool_choice,
-        )
-        # Normalise timeout: run_agent.py may pass an httpx.Timeout object
-        # (used natively by the OpenAI SDK) rather than a plain float.
-        if timeout is None:
-            _effective_timeout = _DEFAULT_TIMEOUT_SECONDS
-        elif isinstance(timeout, (int, float)):
-            _effective_timeout = float(timeout)
-        else:
-            # httpx.Timeout or similar — pick the largest component so the
-            # subprocess has enough wall-clock time for the full response.
-            _candidates = [
-                getattr(timeout, attr, None)
-                for attr in ("read", "write", "connect", "pool", "timeout")
-            ]
-            _numeric = [float(v) for v in _candidates if isinstance(v, (int, float))]
-            _effective_timeout = max(_numeric) if _numeric else _DEFAULT_TIMEOUT_SECONDS
-
-        response_text, reasoning_text = self._run_prompt(
-            prompt_text,
-            timeout_seconds=_effective_timeout,
-        )
-
-        tool_calls, cleaned_text = _extract_tool_calls_from_text(response_text)
-
-        usage = SimpleNamespace(
-            prompt_tokens=0,
-            completion_tokens=0,
-            total_tokens=0,
-            prompt_tokens_details=SimpleNamespace(cached_tokens=0),
-        )
-        assistant_message = SimpleNamespace(
-            content=cleaned_text,
-            tool_calls=tool_calls,
-            reasoning=reasoning_text or None,
-            reasoning_content=reasoning_text or None,
-            reasoning_details=None,
-        )
-        finish_reason = "tool_calls" if tool_calls else "stop"
-        choice = SimpleNamespace(message=assistant_message, finish_reason=finish_reason)
-        return SimpleNamespace(
-            choices=[choice],
-            usage=usage,
-            model=model or "copilot-acp",
-        )
-
-    def _run_prompt(self, prompt_text: str, *, timeout_seconds: float) -> tuple[str, str]:
-        try:
-            proc = subprocess.Popen(
-                [self._acp_command] + self._acp_args,
-                stdin=subprocess.PIPE,
-                stdout=subprocess.PIPE,
-                stderr=subprocess.PIPE,
-                text=True,
-                bufsize=1,
-                cwd=self._acp_cwd,
-            )
-        except FileNotFoundError as exc:
-            raise RuntimeError(
-                f"Could not start Copilot ACP command '{self._acp_command}'. "
-                "Install GitHub Copilot CLI or set HERMES_COPILOT_ACP_COMMAND/COPILOT_CLI_PATH."
-            ) from exc
-
-        if proc.stdin is None or proc.stdout is None:
-            proc.kill()
-            raise RuntimeError("Copilot ACP process did not expose stdin/stdout pipes.")
-
-        self.is_closed = False
-        with self._active_process_lock:
-            self._active_process = proc
-
-        inbox: queue.Queue[dict[str, Any]] = queue.Queue()
-        stderr_tail: deque[str] = deque(maxlen=40)
-
-        def _stdout_reader() -> None:
-            if proc.stdout is None:
-                return
-            for line in proc.stdout:
-                try:
-                    inbox.put(json.loads(line))
-                except Exception:
-                    inbox.put({"raw": line.rstrip("\n")})
-
-        def _stderr_reader() -> None:
-            if proc.stderr is None:
-                return
-            for line in proc.stderr:
-                stderr_tail.append(line.rstrip("\n"))
-
-        out_thread = threading.Thread(target=_stdout_reader, daemon=True)
-        err_thread = threading.Thread(target=_stderr_reader, daemon=True)
-        out_thread.start()
-        err_thread.start()
-
-        next_id = 0
-
-        def _request(method: str, params: dict[str, Any], *, text_parts: list[str] | None = None, reasoning_parts: list[str] | None = None) -> Any:
-            nonlocal next_id
-            next_id += 1
-            request_id = next_id
-            payload = {
-                "jsonrpc": "2.0",
-                "id": request_id,
-                "method": method,
-                "params": params,
-            }
-            proc.stdin.write(json.dumps(payload) + "\n")
-            proc.stdin.flush()
-
-            deadline = time.time() + timeout_seconds
-            while time.time() < deadline:
-                if proc.poll() is not None:
-                    break
-                try:
-                    msg = inbox.get(timeout=0.1)
-                except queue.Empty:
-                    continue
-
-                if self._handle_server_message(
-                    msg,
-                    process=proc,
-                    cwd=self._acp_cwd,
-                    text_parts=text_parts,
-                    reasoning_parts=reasoning_parts,
-                ):
-                    continue
-
-                if msg.get("id") != request_id:
-                    continue
-                if "error" in msg:
-                    err = msg.get("error") or {}
-                    raise RuntimeError(
-                        f"Copilot ACP {method} failed: {err.get('message') or err}"
-                    )
-                return msg.get("result")
-
-            stderr_text = "\n".join(stderr_tail).strip()
-            if proc.poll() is not None and stderr_text:
-                raise RuntimeError(f"Copilot ACP process exited early: {stderr_text}")
-            raise TimeoutError(f"Timed out waiting for Copilot ACP response to {method}.")
-
-        try:
-            _request(
-                "initialize",
-                {
-                    "protocolVersion": 1,
-                    "clientCapabilities": {
-                        "fs": {
-                            "readTextFile": True,
-                            "writeTextFile": True,
-                        }
-                    },
-                    "clientInfo": {
-                        "name": "hermes-agent",
-                        "title": "Hermes Agent",
-                        "version": "0.0.0",
-                    },
-                },
-            )
-            session = _request(
-                "session/new",
-                {
-                    "cwd": self._acp_cwd,
-                    "mcpServers": [],
-                },
-            ) or {}
-            session_id = str(session.get("sessionId") or "").strip()
-            if not session_id:
-                raise RuntimeError("Copilot ACP did not return a sessionId.")
-
-            text_parts: list[str] = []
-            reasoning_parts: list[str] = []
-            _request(
-                "session/prompt",
-                {
-                    "sessionId": session_id,
-                    "prompt": [
-                        {
-                            "type": "text",
-                            "text": prompt_text,
-                        }
-                    ],
-                },
-                text_parts=text_parts,
-                reasoning_parts=reasoning_parts,
-            )
-            return "".join(text_parts), "".join(reasoning_parts)
-        finally:
-            self.close()
-
-    def _handle_server_message(
-        self,
-        msg: dict[str, Any],
-        *,
-        process: subprocess.Popen[str],
-        cwd: str,
-        text_parts: list[str] | None,
-        reasoning_parts: list[str] | None,
-    ) -> bool:
-        method = msg.get("method")
-        if not isinstance(method, str):
-            return False
-
-        if method == "session/update":
-            params = msg.get("params") or {}
-            update = params.get("update") or {}
-            kind = str(update.get("sessionUpdate") or "").strip()
-            content = update.get("content") or {}
-            chunk_text = ""
-            if isinstance(content, dict):
-                chunk_text = str(content.get("text") or "")
-            if kind == "agent_message_chunk" and chunk_text and text_parts is not None:
-                text_parts.append(chunk_text)
-            elif kind == "agent_thought_chunk" and chunk_text and reasoning_parts is not None:
-                reasoning_parts.append(chunk_text)
-            return True
-
-        if process.stdin is None:
-            return True
-
-        message_id = msg.get("id")
-        params = msg.get("params") or {}
-
-        if method == "session/request_permission":
-            response = _permission_denied(message_id)
-        elif method == "fs/read_text_file":
-            try:
-                path = _ensure_path_within_cwd(str(params.get("path") or ""), cwd)
-                block_error = get_read_block_error(str(path))
-                if block_error:
-                    raise PermissionError(block_error)
-                content = path.read_text() if path.exists() else ""
-                line = params.get("line")
-                limit = params.get("limit")
-                if isinstance(line, int) and line > 1:
-                    lines = content.splitlines(keepends=True)
-                    start = line - 1
-                    end = start + limit if isinstance(limit, int) and limit > 0 else None
-                    content = "".join(lines[start:end])
-                if content:
-                    content = redact_sensitive_text(content)
-                response = {
-                    "jsonrpc": "2.0",
-                    "id": message_id,
-                    "result": {
-                        "content": content,
-                    },
-                }
-            except Exception as exc:
-                response = _jsonrpc_error(message_id, -32602, str(exc))
-        elif method == "fs/write_text_file":
-            try:
-                path = _ensure_path_within_cwd(str(params.get("path") or ""), cwd)
-                if is_write_denied(str(path)):
-                    raise PermissionError(
-                        f"Write denied: '{path}' is a protected system/credential file."
-                    )
-                path.parent.mkdir(parents=True, exist_ok=True)
-                path.write_text(str(params.get("content") or ""))
-                response = {
-                    "jsonrpc": "2.0",
-                    "id": message_id,
-                    "result": None,
-                }
-            except Exception as exc:
-                response = _jsonrpc_error(message_id, -32602, str(exc))
-        else:
-            response = _jsonrpc_error(
-                message_id,
-                -32601,
-                f"ACP client method '{method}' is not supported by Hermes yet.",
-            )
-
-        process.stdin.write(json.dumps(response) + "\n")
-        process.stdin.flush()
-        return True

agent/credential_sources.py

@@ -1,401 +0,0 @@
-"""Unified removal contract for every credential source Hermes reads from.
-
-Hermes seeds its credential pool from many places:
-
-    env:<VAR>     — os.environ / ~/.hermes/.env
-    claude_code   — ~/.claude/.credentials.json
-    hermes_pkce   — ~/.hermes/.anthropic_oauth.json
-    device_code   — auth.json providers.<provider> (nous, openai-codex, ...)
-    qwen-cli      — ~/.qwen/oauth_creds.json
-    gh_cli        — gh auth token
-    config:<name> — custom_providers config entry
-    model_config  — model.api_key when model.provider == "custom"
-    manual        — user ran `hermes auth add`
-
-Each source has its own reader inside ``agent.credential_pool._seed_from_*``
-(which keep their existing shape — we haven't restructured them).  What we
-unify here is **removal**:
-
-    ``hermes auth remove <provider> <N>`` must make the pool entry stay gone.
-
-Before this module, every source had an ad-hoc removal branch in
-``auth_remove_command``, and several sources had no branch at all — so
-``auth remove`` silently reverted on the next ``load_pool()`` call for
-qwen-cli, nous device_code (partial), hermes_pkce, copilot gh_cli, and
-custom-config sources.
-
-Now every source registers a ``RemovalStep`` that does exactly three things
-in the same shape:
-
-    1. Clean up whatever externally-readable state the source reads from
-       (.env line, auth.json block, OAuth file, etc.)
-    2. Suppress the ``(provider, source_id)`` in auth.json so the
-       corresponding ``_seed_from_*`` branch skips the upsert on re-load
-    3. Return ``RemovalResult`` describing what was cleaned and any
-       diagnostic hints the user should see (shell-exported env vars,
-       external credential files we deliberately don't delete, etc.)
-
-Adding a new credential source is:
-    - wire up a reader branch in ``_seed_from_*`` (existing pattern)
-    - gate that reader behind ``is_source_suppressed(provider, source_id)``
-    - register a ``RemovalStep`` here
-
-No more per-source if/elif chain in ``auth_remove_command``.
-"""
-
-from __future__ import annotations
-
-import os
-from dataclasses import dataclass, field
-from pathlib import Path
-from typing import Callable, List, Optional
-
-
-@dataclass
-class RemovalResult:
-    """Outcome of removing a credential source.
-
-    Attributes:
-        cleaned: Short strings describing external state that was actually
-            mutated (``"Cleared XAI_API_KEY from .env"``,
-            ``"Cleared openai-codex OAuth tokens from auth store"``).
-            Printed as plain lines to the user.
-        hints: Diagnostic lines ABOUT state the user may need to clean up
-            themselves or is deliberately left intact (shell-exported env
-            var, Claude Code credential file we don't delete, etc.).
-            Printed as plain lines to the user.  Always non-destructive.
-        suppress: Whether to call ``suppress_credential_source`` after
-            cleanup so future ``load_pool`` calls skip this source.
-            Default True — almost every source needs this to stay sticky.
-            The only legitimate False is ``manual`` entries, which aren't
-            seeded from anywhere external.
-    """
-
-    cleaned: List[str] = field(default_factory=list)
-    hints: List[str] = field(default_factory=list)
-    suppress: bool = True
-
-
-@dataclass
-class RemovalStep:
-    """How to remove one specific credential source cleanly.
-
-    Attributes:
-        provider: Provider pool key (``"xai"``, ``"anthropic"``, ``"nous"``, ...).
-            Special value ``"*"`` means "matches any provider" — used for
-            sources like ``manual`` that aren't provider-specific.
-        source_id: Source identifier as it appears in
-            ``PooledCredential.source``.  May be a literal (``"claude_code"``)
-            or a prefix pattern matched via ``match_fn``.
-        match_fn: Optional predicate overriding literal ``source_id``
-            matching.  Gets the removed entry's source string.  Used for
-            ``env:*`` (any env-seeded key), ``config:*`` (any custom
-            pool), and ``manual:*`` (any manual-source variant).
-        remove_fn: ``(provider, removed_entry) -> RemovalResult``.  Does the
-            actual cleanup and returns what happened for the user.
-        description: One-line human-readable description for docs / tests.
-    """
-
-    provider: str
-    source_id: str
-    remove_fn: Callable[..., RemovalResult]
-    match_fn: Optional[Callable[[str], bool]] = None
-    description: str = ""
-
-    def matches(self, provider: str, source: str) -> bool:
-        if self.provider != "*" and self.provider != provider:
-            return False
-        if self.match_fn is not None:
-            return self.match_fn(source)
-        return source == self.source_id
-
-
-_REGISTRY: List[RemovalStep] = []
-
-
-def register(step: RemovalStep) -> RemovalStep:
-    _REGISTRY.append(step)
-    return step
-
-
-def find_removal_step(provider: str, source: str) -> Optional[RemovalStep]:
-    """Return the first matching RemovalStep, or None if unregistered.
-
-    Unregistered sources fall through to the default remove path in
-    ``auth_remove_command``: the pool entry is already gone (that happens
-    before dispatch), no external cleanup, no suppression.  This is the
-    correct behaviour for ``manual`` entries — they were only ever stored
-    in the pool, nothing external to clean up.
-    """
-    for step in _REGISTRY:
-        if step.matches(provider, source):
-            return step
-    return None
-
-
-# ---------------------------------------------------------------------------
-# Individual RemovalStep implementations — one per source.
-# ---------------------------------------------------------------------------
-# Each remove_fn is intentionally small and single-purpose.  Adding a new
-# credential source means adding ONE entry here — no other changes to
-# auth_remove_command.
-
-
-def _remove_env_source(provider: str, removed) -> RemovalResult:
-    """env:<VAR> — the most common case.
-
-    Handles three user situations:
-      1. Var lives only in ~/.hermes/.env  → clear it
-      2. Var lives only in the user's shell (shell profile, systemd
-         EnvironmentFile, launchd plist) → hint them where to unset it
-      3. Var lives in both → clear from .env, hint about shell
-    """
-    from hermes_cli.config import get_env_path, remove_env_value
-
-    result = RemovalResult()
-    env_var = removed.source[len("env:"):]
-    if not env_var:
-        return result
-
-    # Detect shell vs .env BEFORE remove_env_value pops os.environ.
-    env_in_process = bool(os.getenv(env_var))
-    env_in_dotenv = False
-    try:
-        env_path = get_env_path()
-        if env_path.exists():
-            env_in_dotenv = any(
-                line.strip().startswith(f"{env_var}=")
-                for line in env_path.read_text(errors="replace").splitlines()
-            )
-    except OSError:
-        pass
-    shell_exported = env_in_process and not env_in_dotenv
-
-    cleared = remove_env_value(env_var)
-    if cleared:
-        result.cleaned.append(f"Cleared {env_var} from .env")
-
-    if shell_exported:
-        result.hints.extend([
-            f"Note: {env_var} is still set in your shell environment "
-            f"(not in ~/.hermes/.env).",
-            "  Unset it there (shell profile, systemd EnvironmentFile, "
-            "launchd plist, etc.) or it will keep being visible to Hermes.",
-            f"  The pool entry is now suppressed — Hermes will ignore "
-            f"{env_var} until you run `hermes auth add {provider}`.",
-        ])
-    else:
-        result.hints.append(
-            f"Suppressed env:{env_var} — it will not be re-seeded even "
-            f"if the variable is re-exported later."
-        )
-    return result
-
-
-def _remove_claude_code(provider: str, removed) -> RemovalResult:
-    """~/.claude/.credentials.json is owned by Claude Code itself.
-
-    We don't delete it — the user's Claude Code install still needs to
-    work.  We just suppress it so Hermes stops reading it.
-    """
-    return RemovalResult(hints=[
-        "Suppressed claude_code credential — it will not be re-seeded.",
-        "Note: Claude Code credentials still live in ~/.claude/.credentials.json",
-        "Run `hermes auth add anthropic` to re-enable if needed.",
-    ])
-
-
-def _remove_hermes_pkce(provider: str, removed) -> RemovalResult:
-    """~/.hermes/.anthropic_oauth.json is ours — delete it outright."""
-    from hermes_constants import get_hermes_home
-
-    result = RemovalResult()
-    oauth_file = get_hermes_home() / ".anthropic_oauth.json"
-    if oauth_file.exists():
-        try:
-            oauth_file.unlink()
-            result.cleaned.append("Cleared Hermes Anthropic OAuth credentials")
-        except OSError as exc:
-            result.hints.append(f"Could not delete {oauth_file}: {exc}")
-    return result
-
-
-def _clear_auth_store_provider(provider: str) -> bool:
-    """Delete auth_store.providers[provider].  Returns True if deleted."""
-    from hermes_cli.auth import (
-        _auth_store_lock,
-        _load_auth_store,
-        _save_auth_store,
-    )
-
-    with _auth_store_lock():
-        auth_store = _load_auth_store()
-        providers_dict = auth_store.get("providers")
-        if isinstance(providers_dict, dict) and provider in providers_dict:
-            del providers_dict[provider]
-            _save_auth_store(auth_store)
-            return True
-    return False
-
-
-def _remove_nous_device_code(provider: str, removed) -> RemovalResult:
-    """Nous OAuth lives in auth.json providers.nous — clear it and suppress.
-
-    We suppress in addition to clearing because nothing else stops the
-    user's next `hermes login` run from writing providers.nous again
-    before they decide to.  Suppression forces them to go through
-    `hermes auth add nous` to re-engage, which is the documented re-add
-    path and clears the suppression atomically.
-    """
-    result = RemovalResult()
-    if _clear_auth_store_provider(provider):
-        result.cleaned.append(f"Cleared {provider} OAuth tokens from auth store")
-    return result
-
-
-def _remove_codex_device_code(provider: str, removed) -> RemovalResult:
-    """Codex tokens live in TWO places: our auth store AND ~/.codex/auth.json.
-
-    refresh_codex_oauth_pure() writes both every time, so clearing only
-    the Hermes auth store is not enough — _seed_from_singletons() would
-    re-import from ~/.codex/auth.json on the next load_pool() call and
-    the removal would be instantly undone.  We suppress instead of
-    deleting Codex CLI's file, so the Codex CLI itself keeps working.
-
-    The canonical source name in ``_seed_from_singletons`` is
-    ``"device_code"`` (no prefix).  Entries may show up in the pool as
-    either ``"device_code"`` (seeded) or ``"manual:device_code"`` (added
-    via ``hermes auth add openai-codex``), but in both cases the re-seed
-    gate lives at the ``"device_code"`` suppression key.  We suppress
-    that canonical key here; the central dispatcher also suppresses
-    ``removed.source`` which is fine — belt-and-suspenders, idempotent.
-    """
-    from hermes_cli.auth import suppress_credential_source
-
-    result = RemovalResult()
-    if _clear_auth_store_provider(provider):
-        result.cleaned.append(f"Cleared {provider} OAuth tokens from auth store")
-    # Suppress the canonical re-seed source, not just whatever source the
-    # removed entry had.  Otherwise `manual:device_code` removals wouldn't
-    # block the `device_code` re-seed path.
-    suppress_credential_source(provider, "device_code")
-    result.hints.extend([
-        "Suppressed openai-codex device_code source — it will not be re-seeded.",
-        "Note: Codex CLI credentials still live in ~/.codex/auth.json",
-        "Run `hermes auth add openai-codex` to re-enable if needed.",
-    ])
-    return result
-
-
-def _remove_qwen_cli(provider: str, removed) -> RemovalResult:
-    """~/.qwen/oauth_creds.json is owned by the Qwen CLI.
-
-    Same pattern as claude_code — suppress, don't delete.  The user's
-    Qwen CLI install still reads from that file.
-    """
-    return RemovalResult(hints=[
-        "Suppressed qwen-cli credential — it will not be re-seeded.",
-        "Note: Qwen CLI credentials still live in ~/.qwen/oauth_creds.json",
-        "Run `hermes auth add qwen-oauth` to re-enable if needed.",
-    ])
-
-
-def _remove_copilot_gh(provider: str, removed) -> RemovalResult:
-    """Copilot token comes from `gh auth token` or COPILOT_GITHUB_TOKEN / GH_TOKEN / GITHUB_TOKEN.
-
-    Copilot is special: the same token can be seeded as multiple source
-    entries (gh_cli from ``_seed_from_singletons`` plus env:<VAR> from
-    ``_seed_from_env``), so removing one entry without suppressing the
-    others lets the duplicates resurrect.  We suppress ALL known copilot
-    sources here so removal is stable regardless of which entry the
-    user clicked.
-
-    We don't touch the user's gh CLI or shell state — just suppress so
-    Hermes stops picking the token up.
-    """
-    # Suppress ALL copilot source variants up-front so no path resurrects
-    # the pool entry.  The central dispatcher in auth_remove_command will
-    # ALSO suppress removed.source, but it's idempotent so double-calling
-    # is harmless.
-    from hermes_cli.auth import suppress_credential_source
-    suppress_credential_source(provider, "gh_cli")
-    for env_var in ("COPILOT_GITHUB_TOKEN", "GH_TOKEN", "GITHUB_TOKEN"):
-        suppress_credential_source(provider, f"env:{env_var}")
-
-    return RemovalResult(hints=[
-        "Suppressed all copilot token sources (gh_cli + env vars) — they will not be re-seeded.",
-        "Note: Your gh CLI / shell environment is unchanged.",
-        "Run `hermes auth add copilot` to re-enable if needed.",
-    ])
-
-
-def _remove_custom_config(provider: str, removed) -> RemovalResult:
-    """Custom provider pools are seeded from custom_providers config or
-    model.api_key.  Both are in config.yaml — modifying that from here
-    is more invasive than suppression.  We suppress; the user can edit
-    config.yaml if they want to remove the key from disk entirely.
-    """
-    source_label = removed.source
-    return RemovalResult(hints=[
-        f"Suppressed {source_label} — it will not be re-seeded.",
-        "Note: The underlying value in config.yaml is unchanged.  Edit it "
-        "directly if you want to remove the credential from disk.",
-    ])
-
-
-def _register_all_sources() -> None:
-    """Called once on module import.
-
-    ORDER MATTERS — ``find_removal_step`` returns the first match.  Put
-    provider-specific steps before the generic ``env:*`` step so that e.g.
-    copilot's ``env:GH_TOKEN`` goes through the copilot removal (which
-    doesn't touch the user's shell), not the generic env-var removal
-    (which would try to clear .env).
-    """
-    register(RemovalStep(
-        provider="copilot", source_id="gh_cli",
-        match_fn=lambda src: src == "gh_cli" or src.startswith("env:"),
-        remove_fn=_remove_copilot_gh,
-        description="gh auth token / COPILOT_GITHUB_TOKEN / GH_TOKEN",
-    ))
-    register(RemovalStep(
-        provider="*", source_id="env:",
-        match_fn=lambda src: src.startswith("env:"),
-        remove_fn=_remove_env_source,
-        description="Any env-seeded credential (XAI_API_KEY, DEEPSEEK_API_KEY, etc.)",
-    ))
-    register(RemovalStep(
-        provider="anthropic", source_id="claude_code",
-        remove_fn=_remove_claude_code,
-        description="~/.claude/.credentials.json",
-    ))
-    register(RemovalStep(
-        provider="anthropic", source_id="hermes_pkce",
-        remove_fn=_remove_hermes_pkce,
-        description="~/.hermes/.anthropic_oauth.json",
-    ))
-    register(RemovalStep(
-        provider="nous", source_id="device_code",
-        remove_fn=_remove_nous_device_code,
-        description="auth.json providers.nous",
-    ))
-    register(RemovalStep(
-        provider="openai-codex", source_id="device_code",
-        match_fn=lambda src: src == "device_code" or src.endswith(":device_code"),
-        remove_fn=_remove_codex_device_code,
-        description="auth.json providers.openai-codex + ~/.codex/auth.json",
-    ))
-    register(RemovalStep(
-        provider="qwen-oauth", source_id="qwen-cli",
-        remove_fn=_remove_qwen_cli,
-        description="~/.qwen/oauth_creds.json",
-    ))
-    register(RemovalStep(
-        provider="*", source_id="config:",
-        match_fn=lambda src: src.startswith("config:") or src == "model_config",
-        remove_fn=_remove_custom_config,
-        description="Custom provider config.yaml api_key field",
-    ))
-
-
-_register_all_sources()

agent/error_classifier.py

@@ -1,834 +0,0 @@
-"""API error classification for smart failover and recovery.
-
-Provides a structured taxonomy of API errors and a priority-ordered
-classification pipeline that determines the correct recovery action
-(retry, rotate credential, fallback to another provider, compress
-context, or abort).
-
-Replaces scattered inline string-matching with a centralized classifier
-that the main retry loop in run_agent.py consults for every API failure.
-"""
-
-from __future__ import annotations
-
-import enum
-import logging
-from dataclasses import dataclass, field
-from typing import Any, Dict, Optional
-
-logger = logging.getLogger(__name__)
-
-
-# ── Error taxonomy ──────────────────────────────────────────────────────
-
-class FailoverReason(enum.Enum):
-    """Why an API call failed — determines recovery strategy."""
-
-    # Authentication / authorization
-    auth = "auth"                        # Transient auth (401/403) — refresh/rotate
-    auth_permanent = "auth_permanent"    # Auth failed after refresh — abort
-
-    # Billing / quota
-    billing = "billing"                  # 402 or confirmed credit exhaustion — rotate immediately
-    rate_limit = "rate_limit"            # 429 or quota-based throttling — backoff then rotate
-
-    # Server-side
-    overloaded = "overloaded"            # 503/529 — provider overloaded, backoff
-    server_error = "server_error"        # 500/502 — internal server error, retry
-
-    # Transport
-    timeout = "timeout"                  # Connection/read timeout — rebuild client + retry
-
-    # Context / payload
-    context_overflow = "context_overflow"  # Context too large — compress, not failover
-    payload_too_large = "payload_too_large"  # 413 — compress payload
-
-    # Model
-    model_not_found = "model_not_found"  # 404 or invalid model — fallback to different model
-
-    # Request format
-    format_error = "format_error"        # 400 bad request — abort or strip + retry
-
-    # Provider-specific
-    thinking_signature = "thinking_signature"  # Anthropic thinking block sig invalid
-    long_context_tier = "long_context_tier"    # Anthropic "extra usage" tier gate
-
-    # Catch-all
-    unknown = "unknown"                  # Unclassifiable — retry with backoff
-
-
-# ── Classification result ───────────────────────────────────────────────
-
-@dataclass
-class ClassifiedError:
-    """Structured classification of an API error with recovery hints."""
-
-    reason: FailoverReason
-    status_code: Optional[int] = None
-    provider: Optional[str] = None
-    model: Optional[str] = None
-    message: str = ""
-    error_context: Dict[str, Any] = field(default_factory=dict)
-
-    # Recovery action hints — the retry loop checks these instead of
-    # re-classifying the error itself.
-    retryable: bool = True
-    should_compress: bool = False
-    should_rotate_credential: bool = False
-    should_fallback: bool = False
-
-    @property
-    def is_auth(self) -> bool:
-        return self.reason in (FailoverReason.auth, FailoverReason.auth_permanent)
-
-
-
-# ── Provider-specific patterns ──────────────────────────────────────────
-
-# Patterns that indicate billing exhaustion (not transient rate limit)
-_BILLING_PATTERNS = [
-    "insufficient credits",
-    "insufficient_quota",
-    "credit balance",
-    "credits have been exhausted",
-    "top up your credits",
-    "payment required",
-    "billing hard limit",
-    "exceeded your current quota",
-    "account is deactivated",
-    "plan does not include",
-]
-
-# Patterns that indicate rate limiting (transient, will resolve)
-_RATE_LIMIT_PATTERNS = [
-    "rate limit",
-    "rate_limit",
-    "too many requests",
-    "throttled",
-    "requests per minute",
-    "tokens per minute",
-    "requests per day",
-    "try again in",
-    "please retry after",
-    "resource_exhausted",
-    "rate increased too quickly",  # Alibaba/DashScope throttling
-    # AWS Bedrock throttling
-    "throttlingexception",
-    "too many concurrent requests",
-    "servicequotaexceededexception",
-]
-
-# Usage-limit patterns that need disambiguation (could be billing OR rate_limit)
-_USAGE_LIMIT_PATTERNS = [
-    "usage limit",
-    "quota",
-    "limit exceeded",
-    "key limit exceeded",
-]
-
-# Patterns confirming usage limit is transient (not billing)
-_USAGE_LIMIT_TRANSIENT_SIGNALS = [
-    "try again",
-    "retry",
-    "resets at",
-    "reset in",
-    "wait",
-    "requests remaining",
-    "periodic",
-    "window",
-]
-
-# Payload-too-large patterns detected from message text (no status_code attr).
-# Proxies and some backends embed the HTTP status in the error message.
-_PAYLOAD_TOO_LARGE_PATTERNS = [
-    "request entity too large",
-    "payload too large",
-    "error code: 413",
-]
-
-# Context overflow patterns
-_CONTEXT_OVERFLOW_PATTERNS = [
-    "context length",
-    "context size",
-    "maximum context",
-    "token limit",
-    "too many tokens",
-    "reduce the length",
-    "exceeds the limit",
-    "context window",
-    "prompt is too long",
-    "prompt exceeds max length",
-    "max_tokens",
-    "maximum number of tokens",
-    # vLLM / local inference server patterns
-    "exceeds the max_model_len",
-    "max_model_len",
-    "prompt length",             # "engine prompt length X exceeds"
-    "input is too long",
-    "maximum model length",
-    # Ollama patterns
-    "context length exceeded",
-    "truncating input",
-    # llama.cpp / llama-server patterns
-    "slot context",              # "slot context: N tokens, prompt N tokens"
-    "n_ctx_slot",
-    # Chinese error messages (some providers return these)
-    "超过最大长度",
-    "上下文长度",
-    # AWS Bedrock Converse API error patterns
-    "input is too long",
-    "max input token",
-    "input token",
-    "exceeds the maximum number of input tokens",
-]
-
-# Model not found patterns
-_MODEL_NOT_FOUND_PATTERNS = [
-    "is not a valid model",
-    "invalid model",
-    "model not found",
-    "model_not_found",
-    "does not exist",
-    "no such model",
-    "unknown model",
-    "unsupported model",
-]
-
-# Auth patterns (non-status-code signals)
-_AUTH_PATTERNS = [
-    "invalid api key",
-    "invalid_api_key",
-    "authentication",
-    "unauthorized",
-    "forbidden",
-    "invalid token",
-    "token expired",
-    "token revoked",
-    "access denied",
-]
-
-# Anthropic thinking block signature patterns
-_THINKING_SIG_PATTERNS = [
-    "signature",  # Combined with "thinking" check
-]
-
-# Transport error type names
-_TRANSPORT_ERROR_TYPES = frozenset({
-    "ReadTimeout", "ConnectTimeout", "PoolTimeout",
-    "ConnectError", "RemoteProtocolError",
-    "ConnectionError", "ConnectionResetError",
-    "ConnectionAbortedError", "BrokenPipeError",
-    "TimeoutError", "ReadError",
-    "ServerDisconnectedError",
-    # OpenAI SDK errors (not subclasses of Python builtins)
-    "APIConnectionError",
-    "APITimeoutError",
-})
-
-# Server disconnect patterns (no status code, but transport-level)
-_SERVER_DISCONNECT_PATTERNS = [
-    "server disconnected",
-    "peer closed connection",
-    "connection reset by peer",
-    "connection was closed",
-    "network connection lost",
-    "unexpected eof",
-    "incomplete chunked read",
-]
-
-
-# ── Classification pipeline ─────────────────────────────────────────────
-
-def classify_api_error(
-    error: Exception,
-    *,
-    provider: str = "",
-    model: str = "",
-    approx_tokens: int = 0,
-    context_length: int = 200000,
-    num_messages: int = 0,
-) -> ClassifiedError:
-    """Classify an API error into a structured recovery recommendation.
-
-    Priority-ordered pipeline:
-      1. Special-case provider-specific patterns (thinking sigs, tier gates)
-      2. HTTP status code + message-aware refinement
-      3. Error code classification (from body)
-      4. Message pattern matching (billing vs rate_limit vs context vs auth)
-      5. Transport error heuristics
-      6. Server disconnect + large session → context overflow
-      7. Fallback: unknown (retryable with backoff)
-
-    Args:
-        error: The exception from the API call.
-        provider: Current provider name (e.g. "openrouter", "anthropic").
-        model: Current model slug.
-        approx_tokens: Approximate token count of the current context.
-        context_length: Maximum context length for the current model.
-
-    Returns:
-        ClassifiedError with reason and recovery action hints.
-    """
-    status_code = _extract_status_code(error)
-    error_type = type(error).__name__
-    body = _extract_error_body(error)
-    error_code = _extract_error_code(body)
-
-    # Build a comprehensive error message string for pattern matching.
-    # str(error) alone may not include the body message (e.g. OpenAI SDK's
-    # APIStatusError.__str__ returns the first arg, not the body).  Append
-    # the body message so patterns like "try again" in 402 disambiguation
-    # are detected even when only present in the structured body.
-    #
-    # Also extract metadata.raw — OpenRouter wraps upstream provider errors
-    # inside {"error": {"message": "Provider returned error", "metadata":
-    # {"raw": "<actual error JSON>"}}} and the real error message (e.g.
-    # "context length exceeded") is only in the inner JSON.
-    _raw_msg = str(error).lower()
-    _body_msg = ""
-    _metadata_msg = ""
-    if isinstance(body, dict):
-        _err_obj = body.get("error", {})
-        if isinstance(_err_obj, dict):
-            _body_msg = str(_err_obj.get("message") or "").lower()
-            # Parse metadata.raw for wrapped provider errors
-            _metadata = _err_obj.get("metadata", {})
-            if isinstance(_metadata, dict):
-                _raw_json = _metadata.get("raw") or ""
-                if isinstance(_raw_json, str) and _raw_json.strip():
-                    try:
-                        import json
-                        _inner = json.loads(_raw_json)
-                        if isinstance(_inner, dict):
-                            _inner_err = _inner.get("error", {})
-                            if isinstance(_inner_err, dict):
-                                _metadata_msg = str(_inner_err.get("message") or "").lower()
-                    except (json.JSONDecodeError, TypeError):
-                        pass
-        if not _body_msg:
-            _body_msg = str(body.get("message") or "").lower()
-    # Combine all message sources for pattern matching
-    parts = [_raw_msg]
-    if _body_msg and _body_msg not in _raw_msg:
-        parts.append(_body_msg)
-    if _metadata_msg and _metadata_msg not in _raw_msg and _metadata_msg not in _body_msg:
-        parts.append(_metadata_msg)
-    error_msg = " ".join(parts)
-    provider_lower = (provider or "").strip().lower()
-    model_lower = (model or "").strip().lower()
-
-    def _result(reason: FailoverReason, **overrides) -> ClassifiedError:
-        defaults = {
-            "reason": reason,
-            "status_code": status_code,
-            "provider": provider,
-            "model": model,
-            "message": _extract_message(error, body),
-        }
-        defaults.update(overrides)
-        return ClassifiedError(**defaults)
-
-    # ── 1. Provider-specific patterns (highest priority) ────────────
-
-    # Anthropic thinking block signature invalid (400).
-    # Don't gate on provider — OpenRouter proxies Anthropic errors, so the
-    # provider may be "openrouter" even though the error is Anthropic-specific.
-    # The message pattern ("signature" + "thinking") is unique enough.
-    if (
-        status_code == 400
-        and "signature" in error_msg
-        and "thinking" in error_msg
-    ):
-        return _result(
-            FailoverReason.thinking_signature,
-            retryable=True,
-            should_compress=False,
-        )
-
-    # Anthropic long-context tier gate (429 "extra usage" + "long context")
-    if (
-        status_code == 429
-        and "extra usage" in error_msg
-        and "long context" in error_msg
-    ):
-        return _result(
-            FailoverReason.long_context_tier,
-            retryable=True,
-            should_compress=True,
-        )
-
-    # ── 2. HTTP status code classification ──────────────────────────
-
-    if status_code is not None:
-        classified = _classify_by_status(
-            status_code, error_msg, error_code, body,
-            provider=provider_lower, model=model_lower,
-            approx_tokens=approx_tokens, context_length=context_length,
-            num_messages=num_messages,
-            result_fn=_result,
-        )
-        if classified is not None:
-            return classified
-
-    # ── 3. Error code classification ────────────────────────────────
-
-    if error_code:
-        classified = _classify_by_error_code(error_code, error_msg, _result)
-        if classified is not None:
-            return classified
-
-    # ── 4. Message pattern matching (no status code) ────────────────
-
-    classified = _classify_by_message(
-        error_msg, error_type,
-        approx_tokens=approx_tokens,
-        context_length=context_length,
-        result_fn=_result,
-    )
-    if classified is not None:
-        return classified
-
-    # ── 5. Server disconnect + large session → context overflow ─────
-    # Must come BEFORE generic transport error catch — a disconnect on
-    # a large session is more likely context overflow than a transient
-    # transport hiccup.  Without this ordering, RemoteProtocolError
-    # always maps to timeout regardless of session size.
-
-    is_disconnect = any(p in error_msg for p in _SERVER_DISCONNECT_PATTERNS)
-    if is_disconnect and not status_code:
-        is_large = approx_tokens > context_length * 0.6 or approx_tokens > 120000 or num_messages > 200
-        if is_large:
-            return _result(
-                FailoverReason.context_overflow,
-                retryable=True,
-                should_compress=True,
-            )
-        return _result(FailoverReason.timeout, retryable=True)
-
-    # ── 6. Transport / timeout heuristics ───────────────────────────
-
-    if error_type in _TRANSPORT_ERROR_TYPES or isinstance(error, (TimeoutError, ConnectionError, OSError)):
-        return _result(FailoverReason.timeout, retryable=True)
-
-    # ── 7. Fallback: unknown ────────────────────────────────────────
-
-    return _result(FailoverReason.unknown, retryable=True)
-
-
-# ── Status code classification ──────────────────────────────────────────
-
-def _classify_by_status(
-    status_code: int,
-    error_msg: str,
-    error_code: str,
-    body: dict,
-    *,
-    provider: str,
-    model: str,
-    approx_tokens: int,
-    context_length: int,
-    num_messages: int = 0,
-    result_fn,
-) -> Optional[ClassifiedError]:
-    """Classify based on HTTP status code with message-aware refinement."""
-
-    if status_code == 401:
-        # Not retryable on its own — credential pool rotation and
-        # provider-specific refresh (Codex, Anthropic, Nous) run before
-        # the retryability check in run_agent.py.  If those succeed, the
-        # loop `continue`s.  If they fail, retryable=False ensures we
-        # hit the client-error abort path (which tries fallback first).
-        return result_fn(
-            FailoverReason.auth,
-            retryable=False,
-            should_rotate_credential=True,
-            should_fallback=True,
-        )
-
-    if status_code == 403:
-        # OpenRouter 403 "key limit exceeded" is actually billing
-        if "key limit exceeded" in error_msg or "spending limit" in error_msg:
-            return result_fn(
-                FailoverReason.billing,
-                retryable=False,
-                should_rotate_credential=True,
-                should_fallback=True,
-            )
-        return result_fn(
-            FailoverReason.auth,
-            retryable=False,
-            should_fallback=True,
-        )
-
-    if status_code == 402:
-        return _classify_402(error_msg, result_fn)
-
-    if status_code == 404:
-        if any(p in error_msg for p in _MODEL_NOT_FOUND_PATTERNS):
-            return result_fn(
-                FailoverReason.model_not_found,
-                retryable=False,
-                should_fallback=True,
-            )
-        # Generic 404 with no "model not found" signal — could be a wrong
-        # endpoint path (common with local llama.cpp / Ollama / vLLM when
-        # the URL is slightly misconfigured), a proxy routing glitch, or
-        # a transient backend issue.  Classifying these as model_not_found
-        # silently falls back to a different provider and tells the model
-        # the model is missing, which is wrong and wastes a turn.  Treat
-        # as unknown so the retry loop surfaces the real error instead.
-        return result_fn(
-            FailoverReason.unknown,
-            retryable=True,
-        )
-
-    if status_code == 413:
-        return result_fn(
-            FailoverReason.payload_too_large,
-            retryable=True,
-            should_compress=True,
-        )
-
-    if status_code == 429:
-        # Already checked long_context_tier above; this is a normal rate limit
-        return result_fn(
-            FailoverReason.rate_limit,
-            retryable=True,
-            should_rotate_credential=True,
-            should_fallback=True,
-        )
-
-    if status_code == 400:
-        return _classify_400(
-            error_msg, error_code, body,
-            provider=provider, model=model,
-            approx_tokens=approx_tokens,
-            context_length=context_length,
-            num_messages=num_messages,
-            result_fn=result_fn,
-        )
-
-    if status_code in (500, 502):
-        return result_fn(FailoverReason.server_error, retryable=True)
-
-    if status_code in (503, 529):
-        return result_fn(FailoverReason.overloaded, retryable=True)
-
-    # Other 4xx — non-retryable
-    if 400 <= status_code < 500:
-        return result_fn(
-            FailoverReason.format_error,
-            retryable=False,
-            should_fallback=True,
-        )
-
-    # Other 5xx — retryable
-    if 500 <= status_code < 600:
-        return result_fn(FailoverReason.server_error, retryable=True)
-
-    return None
-
-
-def _classify_402(error_msg: str, result_fn) -> ClassifiedError:
-    """Disambiguate 402: billing exhaustion vs transient usage limit.
-
-    The key insight from OpenClaw: some 402s are transient rate limits
-    disguised as payment errors.  "Usage limit, try again in 5 minutes"
-    is NOT a billing problem — it's a periodic quota that resets.
-    """
-    # Check for transient usage-limit signals first
-    has_usage_limit = any(p in error_msg for p in _USAGE_LIMIT_PATTERNS)
-    has_transient_signal = any(p in error_msg for p in _USAGE_LIMIT_TRANSIENT_SIGNALS)
-
-    if has_usage_limit and has_transient_signal:
-        # Transient quota — treat as rate limit, not billing
-        return result_fn(
-            FailoverReason.rate_limit,
-            retryable=True,
-            should_rotate_credential=True,
-            should_fallback=True,
-        )
-
-    # Confirmed billing exhaustion
-    return result_fn(
-        FailoverReason.billing,
-        retryable=False,
-        should_rotate_credential=True,
-        should_fallback=True,
-    )
-
-
-def _classify_400(
-    error_msg: str,
-    error_code: str,
-    body: dict,
-    *,
-    provider: str,
-    model: str,
-    approx_tokens: int,
-    context_length: int,
-    num_messages: int = 0,
-    result_fn,
-) -> ClassifiedError:
-    """Classify 400 Bad Request — context overflow, format error, or generic."""
-
-    # Context overflow from 400
-    if any(p in error_msg for p in _CONTEXT_OVERFLOW_PATTERNS):
-        return result_fn(
-            FailoverReason.context_overflow,
-            retryable=True,
-            should_compress=True,
-        )
-
-    # Some providers return model-not-found as 400 instead of 404 (e.g. OpenRouter).
-    if any(p in error_msg for p in _MODEL_NOT_FOUND_PATTERNS):
-        return result_fn(
-            FailoverReason.model_not_found,
-            retryable=False,
-            should_fallback=True,
-        )
-
-    # Some providers return rate limit / billing errors as 400 instead of 429/402.
-    # Check these patterns before falling through to format_error.
-    if any(p in error_msg for p in _RATE_LIMIT_PATTERNS):
-        return result_fn(
-            FailoverReason.rate_limit,
-            retryable=True,
-            should_rotate_credential=True,
-            should_fallback=True,
-        )
-    if any(p in error_msg for p in _BILLING_PATTERNS):
-        return result_fn(
-            FailoverReason.billing,
-            retryable=False,
-            should_rotate_credential=True,
-            should_fallback=True,
-        )
-
-    # Generic 400 + large session → probable context overflow
-    # Anthropic sometimes returns a bare "Error" message when context is too large
-    err_body_msg = ""
-    if isinstance(body, dict):
-        err_obj = body.get("error", {})
-        if isinstance(err_obj, dict):
-            err_body_msg = str(err_obj.get("message") or "").strip().lower()
-        # Responses API (and some providers) use flat body: {"message": "..."}
-        if not err_body_msg:
-            err_body_msg = str(body.get("message") or "").strip().lower()
-    is_generic = len(err_body_msg) < 30 or err_body_msg in ("error", "")
-    is_large = approx_tokens > context_length * 0.4 or approx_tokens > 80000 or num_messages > 80
-
-    if is_generic and is_large:
-        return result_fn(
-            FailoverReason.context_overflow,
-            retryable=True,
-            should_compress=True,
-        )
-
-    # Non-retryable format error
-    return result_fn(
-        FailoverReason.format_error,
-        retryable=False,
-        should_fallback=True,
-    )
-
-
-# ── Error code classification ───────────────────────────────────────────
-
-def _classify_by_error_code(
-    error_code: str, error_msg: str, result_fn,
-) -> Optional[ClassifiedError]:
-    """Classify by structured error codes from the response body."""
-    code_lower = error_code.lower()
-
-    if code_lower in ("resource_exhausted", "throttled", "rate_limit_exceeded"):
-        return result_fn(
-            FailoverReason.rate_limit,
-            retryable=True,
-            should_rotate_credential=True,
-        )
-
-    if code_lower in ("insufficient_quota", "billing_not_active", "payment_required"):
-        return result_fn(
-            FailoverReason.billing,
-            retryable=False,
-            should_rotate_credential=True,
-            should_fallback=True,
-        )
-
-    if code_lower in ("model_not_found", "model_not_available", "invalid_model"):
-        return result_fn(
-            FailoverReason.model_not_found,
-            retryable=False,
-            should_fallback=True,
-        )
-
-    if code_lower in ("context_length_exceeded", "max_tokens_exceeded"):
-        return result_fn(
-            FailoverReason.context_overflow,
-            retryable=True,
-            should_compress=True,
-        )
-
-    return None
-
-
-# ── Message pattern classification ──────────────────────────────────────
-
-def _classify_by_message(
-    error_msg: str,
-    error_type: str,
-    *,
-    approx_tokens: int,
-    context_length: int,
-    result_fn,
-) -> Optional[ClassifiedError]:
-    """Classify based on error message patterns when no status code is available."""
-
-    # Payload-too-large patterns (from message text when no status_code)
-    if any(p in error_msg for p in _PAYLOAD_TOO_LARGE_PATTERNS):
-        return result_fn(
-            FailoverReason.payload_too_large,
-            retryable=True,
-            should_compress=True,
-        )
-
-    # Usage-limit patterns need the same disambiguation as 402: some providers
-    # surface "usage limit" errors without an HTTP status code.  A transient
-    # signal ("try again", "resets at", …) means it's a periodic quota, not
-    # billing exhaustion.
-    has_usage_limit = any(p in error_msg for p in _USAGE_LIMIT_PATTERNS)
-    if has_usage_limit:
-        has_transient_signal = any(p in error_msg for p in _USAGE_LIMIT_TRANSIENT_SIGNALS)
-        if has_transient_signal:
-            return result_fn(
-                FailoverReason.rate_limit,
-                retryable=True,
-                should_rotate_credential=True,
-                should_fallback=True,
-            )
-        return result_fn(
-            FailoverReason.billing,
-            retryable=False,
-            should_rotate_credential=True,
-            should_fallback=True,
-        )
-
-    # Billing patterns
-    if any(p in error_msg for p in _BILLING_PATTERNS):
-        return result_fn(
-            FailoverReason.billing,
-            retryable=False,
-            should_rotate_credential=True,
-            should_fallback=True,
-        )
-
-    # Rate limit patterns
-    if any(p in error_msg for p in _RATE_LIMIT_PATTERNS):
-        return result_fn(
-            FailoverReason.rate_limit,
-            retryable=True,
-            should_rotate_credential=True,
-            should_fallback=True,
-        )
-
-    # Context overflow patterns
-    if any(p in error_msg for p in _CONTEXT_OVERFLOW_PATTERNS):
-        return result_fn(
-            FailoverReason.context_overflow,
-            retryable=True,
-            should_compress=True,
-        )
-
-    # Auth patterns
-    # Auth errors should NOT be retried directly — the credential is invalid and
-    # retrying with the same key will always fail.  Set retryable=False so the
-    # caller triggers credential rotation (should_rotate_credential=True) or
-    # provider fallback rather than an immediate retry loop.
-    if any(p in error_msg for p in _AUTH_PATTERNS):
-        return result_fn(
-            FailoverReason.auth,
-            retryable=False,
-            should_rotate_credential=True,
-            should_fallback=True,
-        )
-
-    # Model not found patterns
-    if any(p in error_msg for p in _MODEL_NOT_FOUND_PATTERNS):
-        return result_fn(
-            FailoverReason.model_not_found,
-            retryable=False,
-            should_fallback=True,
-        )
-
-    return None
-
-
-# ── Helpers ─────────────────────────────────────────────────────────────
-
-def _extract_status_code(error: Exception) -> Optional[int]:
-    """Walk the error and its cause chain to find an HTTP status code."""
-    current = error
-    for _ in range(5):  # Max depth to prevent infinite loops
-        code = getattr(current, "status_code", None)
-        if isinstance(code, int):
-            return code
-        # Some SDKs use .status instead of .status_code
-        code = getattr(current, "status", None)
-        if isinstance(code, int) and 100 <= code < 600:
-            return code
-        # Walk cause chain
-        cause = getattr(current, "__cause__", None) or getattr(current, "__context__", None)
-        if cause is None or cause is current:
-            break
-        current = cause
-    return None
-
-
-def _extract_error_body(error: Exception) -> dict:
-    """Extract the structured error body from an SDK exception."""
-    body = getattr(error, "body", None)
-    if isinstance(body, dict):
-        return body
-    # Some errors have .response.json()
-    response = getattr(error, "response", None)
-    if response is not None:
-        try:
-            json_body = response.json()
-            if isinstance(json_body, dict):
-                return json_body
-        except Exception:
-            pass
-    return {}
-
-
-def _extract_error_code(body: dict) -> str:
-    """Extract an error code string from the response body."""
-    if not body:
-        return ""
-    error_obj = body.get("error", {})
-    if isinstance(error_obj, dict):
-        code = error_obj.get("code") or error_obj.get("type") or ""
-        if isinstance(code, str) and code.strip():
-            return code.strip()
-    # Top-level code
-    code = body.get("code") or body.get("error_code") or ""
-    if isinstance(code, (str, int)):
-        return str(code).strip()
-    return ""
-
-
-def _extract_message(error: Exception, body: dict) -> str:
-    """Extract the most informative error message."""
-    # Try structured body first
-    if body:
-        error_obj = body.get("error", {})
-        if isinstance(error_obj, dict):
-            msg = error_obj.get("message", "")
-            if isinstance(msg, str) and msg.strip():
-                return msg.strip()[:500]
-        msg = body.get("message", "")
-        if isinstance(msg, str) and msg.strip():
-            return msg.strip()[:500]
-    # Fallback to str(error)
-    return str(error)[:500]

agent/file_safety.py

@@ -1,111 +0,0 @@
-"""Shared file safety rules used by both tools and ACP shims."""
-
-from __future__ import annotations
-
-import os
-from pathlib import Path
-from typing import Optional
-
-
-def _hermes_home_path() -> Path:
-    """Resolve the active HERMES_HOME (profile-aware) without circular imports."""
-    try:
-        from hermes_constants import get_hermes_home  # local import to avoid cycles
-        return get_hermes_home()
-    except Exception:
-        return Path(os.path.expanduser("~/.hermes"))
-
-
-def build_write_denied_paths(home: str) -> set[str]:
-    """Return exact sensitive paths that must never be written."""
-    hermes_home = _hermes_home_path()
-    return {
-        os.path.realpath(p)
-        for p in [
-            os.path.join(home, ".ssh", "authorized_keys"),
-            os.path.join(home, ".ssh", "id_rsa"),
-            os.path.join(home, ".ssh", "id_ed25519"),
-            os.path.join(home, ".ssh", "config"),
-            str(hermes_home / ".env"),
-            os.path.join(home, ".bashrc"),
-            os.path.join(home, ".zshrc"),
-            os.path.join(home, ".profile"),
-            os.path.join(home, ".bash_profile"),
-            os.path.join(home, ".zprofile"),
-            os.path.join(home, ".netrc"),
-            os.path.join(home, ".pgpass"),
-            os.path.join(home, ".npmrc"),
-            os.path.join(home, ".pypirc"),
-            "/etc/sudoers",
-            "/etc/passwd",
-            "/etc/shadow",
-        ]
-    }
-
-
-def build_write_denied_prefixes(home: str) -> list[str]:
-    """Return sensitive directory prefixes that must never be written."""
-    return [
-        os.path.realpath(p) + os.sep
-        for p in [
-            os.path.join(home, ".ssh"),
-            os.path.join(home, ".aws"),
-            os.path.join(home, ".gnupg"),
-            os.path.join(home, ".kube"),
-            "/etc/sudoers.d",
-            "/etc/systemd",
-            os.path.join(home, ".docker"),
-            os.path.join(home, ".azure"),
-            os.path.join(home, ".config", "gh"),
-        ]
-    ]
-
-
-def get_safe_write_root() -> Optional[str]:
-    """Return the resolved HERMES_WRITE_SAFE_ROOT path, or None if unset."""
-    root = os.getenv("HERMES_WRITE_SAFE_ROOT", "")
-    if not root:
-        return None
-    try:
-        return os.path.realpath(os.path.expanduser(root))
-    except Exception:
-        return None
-
-
-def is_write_denied(path: str) -> bool:
-    """Return True if path is blocked by the write denylist or safe root."""
-    home = os.path.realpath(os.path.expanduser("~"))
-    resolved = os.path.realpath(os.path.expanduser(str(path)))
-
-    if resolved in build_write_denied_paths(home):
-        return True
-    for prefix in build_write_denied_prefixes(home):
-        if resolved.startswith(prefix):
-            return True
-
-    safe_root = get_safe_write_root()
-    if safe_root and not (resolved == safe_root or resolved.startswith(safe_root + os.sep)):
-        return True
-
-    return False
-
-
-def get_read_block_error(path: str) -> Optional[str]:
-    """Return an error message when a read targets internal Hermes cache files."""
-    resolved = Path(path).expanduser().resolve()
-    hermes_home = _hermes_home_path().resolve()
-    blocked_dirs = [
-        hermes_home / "skills" / ".hub" / "index-cache",
-        hermes_home / "skills" / ".hub",
-    ]
-    for blocked in blocked_dirs:
-        try:
-            resolved.relative_to(blocked)
-        except ValueError:
-            continue
-        return (
-            f"Access denied: {path} is an internal Hermes cache file "
-            "and cannot be read directly to prevent prompt injection. "
-            "Use the skills_list or skill_view tools instead."
-        )
-    return None

agent/gemini_cloudcode_adapter.py

@@ -1,905 +0,0 @@
-"""OpenAI-compatible facade that talks to Google's Cloud Code Assist backend.
-
-This adapter lets Hermes use the ``google-gemini-cli`` provider as if it were
-a standard OpenAI-shaped chat completion endpoint, while the underlying HTTP
-traffic goes to ``cloudcode-pa.googleapis.com/v1internal:{generateContent,
-streamGenerateContent}`` with a Bearer access token obtained via OAuth PKCE.
-
-Architecture
-------------
-- ``GeminiCloudCodeClient`` exposes ``.chat.completions.create(**kwargs)``
-  mirroring the subset of the OpenAI SDK that ``run_agent.py`` uses.
-- Incoming OpenAI ``messages[]`` / ``tools[]`` / ``tool_choice`` are translated
-  to Gemini's native ``contents[]`` / ``tools[].functionDeclarations`` /
-  ``toolConfig`` / ``systemInstruction`` shape.
-- The request body is wrapped ``{project, model, user_prompt_id, request}``
-  per Code Assist API expectations.
-- Responses (``candidates[].content.parts[]``) are converted back to
-  OpenAI ``choices[0].message`` shape with ``content`` + ``tool_calls``.
-- Streaming uses SSE (``?alt=sse``) and yields OpenAI-shaped delta chunks.
-
-Attribution
------------
-Translation semantics follow jenslys/opencode-gemini-auth (MIT) and the public
-Gemini API docs. Request envelope shape
-(``{project, model, user_prompt_id, request}``) is documented nowhere; it is
-reverse-engineered from the opencode-gemini-auth and clawdbot implementations.
-"""
-
-from __future__ import annotations
-
-import json
-import logging
-import os
-import time
-import uuid
-from types import SimpleNamespace
-from typing import Any, Dict, Iterator, List, Optional
-
-import httpx
-
-from agent import google_oauth
-from agent.gemini_schema import sanitize_gemini_tool_parameters
-from agent.google_code_assist import (
-    CODE_ASSIST_ENDPOINT,
-    FREE_TIER_ID,
-    CodeAssistError,
-    ProjectContext,
-    resolve_project_context,
-)
-
-logger = logging.getLogger(__name__)
-
-
-# =============================================================================
-# Request translation: OpenAI → Gemini
-# =============================================================================
-
-_ROLE_MAP_OPENAI_TO_GEMINI = {
-    "user": "user",
-    "assistant": "model",
-    "system": "user",   # handled separately via systemInstruction
-    "tool": "user",     # functionResponse is wrapped in a user-role turn
-    "function": "user",
-}
-
-
-def _coerce_content_to_text(content: Any) -> str:
-    """OpenAI content may be str or a list of parts; reduce to plain text."""
-    if content is None:
-        return ""
-    if isinstance(content, str):
-        return content
-    if isinstance(content, list):
-        pieces: List[str] = []
-        for p in content:
-            if isinstance(p, str):
-                pieces.append(p)
-            elif isinstance(p, dict):
-                if p.get("type") == "text" and isinstance(p.get("text"), str):
-                    pieces.append(p["text"])
-                # Multimodal (image_url, etc.) — stub for now; log and skip
-                elif p.get("type") in ("image_url", "input_audio"):
-                    logger.debug("Dropping multimodal part (not yet supported): %s", p.get("type"))
-        return "\n".join(pieces)
-    return str(content)
-
-
-def _translate_tool_call_to_gemini(tool_call: Dict[str, Any]) -> Dict[str, Any]:
-    """OpenAI tool_call -> Gemini functionCall part."""
-    fn = tool_call.get("function") or {}
-    args_raw = fn.get("arguments", "")
-    try:
-        args = json.loads(args_raw) if isinstance(args_raw, str) and args_raw else {}
-    except json.JSONDecodeError:
-        args = {"_raw": args_raw}
-    if not isinstance(args, dict):
-        args = {"_value": args}
-    return {
-        "functionCall": {
-            "name": fn.get("name") or "",
-            "args": args,
-        },
-        # Sentinel signature — matches opencode-gemini-auth's approach.
-        # Without this, Code Assist rejects function calls that originated
-        # outside its own chain.
-        "thoughtSignature": "skip_thought_signature_validator",
-    }
-
-
-def _translate_tool_result_to_gemini(message: Dict[str, Any]) -> Dict[str, Any]:
-    """OpenAI tool-role message -> Gemini functionResponse part.
-
-    The function name isn't in the OpenAI tool message directly; it must be
-    passed via the assistant message that issued the call. For simplicity we
-    look up ``name`` on the message (OpenAI SDK copies it there) or on the
-    ``tool_call_id`` cross-reference.
-    """
-    name = str(message.get("name") or message.get("tool_call_id") or "tool")
-    content = _coerce_content_to_text(message.get("content"))
-    # Gemini expects the response as a dict under `response`. We wrap plain
-    # text in {"output": "..."}.
-    try:
-        parsed = json.loads(content) if content.strip().startswith(("{", "[")) else None
-    except json.JSONDecodeError:
-        parsed = None
-    response = parsed if isinstance(parsed, dict) else {"output": content}
-    return {
-        "functionResponse": {
-            "name": name,
-            "response": response,
-        },
-    }
-
-
-def _build_gemini_contents(
-    messages: List[Dict[str, Any]],
-) -> tuple[List[Dict[str, Any]], Optional[Dict[str, Any]]]:
-    """Convert OpenAI messages[] to Gemini contents[] + systemInstruction."""
-    system_text_parts: List[str] = []
-    contents: List[Dict[str, Any]] = []
-
-    for msg in messages:
-        if not isinstance(msg, dict):
-            continue
-        role = str(msg.get("role") or "user")
-
-        if role == "system":
-            system_text_parts.append(_coerce_content_to_text(msg.get("content")))
-            continue
-
-        # Tool result message — emit a user-role turn with functionResponse
-        if role == "tool" or role == "function":
-            contents.append({
-                "role": "user",
-                "parts": [_translate_tool_result_to_gemini(msg)],
-            })
-            continue
-
-        gemini_role = _ROLE_MAP_OPENAI_TO_GEMINI.get(role, "user")
-        parts: List[Dict[str, Any]] = []
-
-        text = _coerce_content_to_text(msg.get("content"))
-        if text:
-            parts.append({"text": text})
-
-        # Assistant messages can carry tool_calls
-        tool_calls = msg.get("tool_calls") or []
-        if isinstance(tool_calls, list):
-            for tc in tool_calls:
-                if isinstance(tc, dict):
-                    parts.append(_translate_tool_call_to_gemini(tc))
-
-        if not parts:
-            # Gemini rejects empty parts; skip the turn entirely
-            continue
-
-        contents.append({"role": gemini_role, "parts": parts})
-
-    system_instruction: Optional[Dict[str, Any]] = None
-    joined_system = "\n".join(p for p in system_text_parts if p).strip()
-    if joined_system:
-        system_instruction = {
-            "role": "system",
-            "parts": [{"text": joined_system}],
-        }
-
-    return contents, system_instruction
-
-
-def _translate_tools_to_gemini(tools: Any) -> List[Dict[str, Any]]:
-    """OpenAI tools[] -> Gemini tools[].functionDeclarations[]."""
-    if not isinstance(tools, list) or not tools:
-        return []
-    declarations: List[Dict[str, Any]] = []
-    for t in tools:
-        if not isinstance(t, dict):
-            continue
-        fn = t.get("function") or {}
-        if not isinstance(fn, dict):
-            continue
-        name = fn.get("name")
-        if not name:
-            continue
-        decl = {"name": str(name)}
-        if fn.get("description"):
-            decl["description"] = str(fn["description"])
-        params = fn.get("parameters")
-        if isinstance(params, dict):
-            decl["parameters"] = sanitize_gemini_tool_parameters(params)
-        declarations.append(decl)
-    if not declarations:
-        return []
-    return [{"functionDeclarations": declarations}]
-
-
-def _translate_tool_choice_to_gemini(tool_choice: Any) -> Optional[Dict[str, Any]]:
-    """OpenAI tool_choice -> Gemini toolConfig.functionCallingConfig."""
-    if tool_choice is None:
-        return None
-    if isinstance(tool_choice, str):
-        if tool_choice == "auto":
-            return {"functionCallingConfig": {"mode": "AUTO"}}
-        if tool_choice == "required":
-            return {"functionCallingConfig": {"mode": "ANY"}}
-        if tool_choice == "none":
-            return {"functionCallingConfig": {"mode": "NONE"}}
-    if isinstance(tool_choice, dict):
-        fn = tool_choice.get("function") or {}
-        name = fn.get("name")
-        if name:
-            return {
-                "functionCallingConfig": {
-                    "mode": "ANY",
-                    "allowedFunctionNames": [str(name)],
-                },
-            }
-    return None
-
-
-def _normalize_thinking_config(config: Any) -> Optional[Dict[str, Any]]:
-    """Accept thinkingBudget / thinkingLevel / includeThoughts (+ snake_case)."""
-    if not isinstance(config, dict) or not config:
-        return None
-    budget = config.get("thinkingBudget", config.get("thinking_budget"))
-    level = config.get("thinkingLevel", config.get("thinking_level"))
-    include = config.get("includeThoughts", config.get("include_thoughts"))
-    normalized: Dict[str, Any] = {}
-    if isinstance(budget, (int, float)):
-        normalized["thinkingBudget"] = int(budget)
-    if isinstance(level, str) and level.strip():
-        normalized["thinkingLevel"] = level.strip().lower()
-    if isinstance(include, bool):
-        normalized["includeThoughts"] = include
-    return normalized or None
-
-
-def build_gemini_request(
-    *,
-    messages: List[Dict[str, Any]],
-    tools: Any = None,
-    tool_choice: Any = None,
-    temperature: Optional[float] = None,
-    max_tokens: Optional[int] = None,
-    top_p: Optional[float] = None,
-    stop: Any = None,
-    thinking_config: Any = None,
-) -> Dict[str, Any]:
-    """Build the inner Gemini request body (goes inside ``request`` wrapper)."""
-    contents, system_instruction = _build_gemini_contents(messages)
-
-    body: Dict[str, Any] = {"contents": contents}
-    if system_instruction is not None:
-        body["systemInstruction"] = system_instruction
-
-    gemini_tools = _translate_tools_to_gemini(tools)
-    if gemini_tools:
-        body["tools"] = gemini_tools
-    tool_cfg = _translate_tool_choice_to_gemini(tool_choice)
-    if tool_cfg is not None:
-        body["toolConfig"] = tool_cfg
-
-    generation_config: Dict[str, Any] = {}
-    if isinstance(temperature, (int, float)):
-        generation_config["temperature"] = float(temperature)
-    if isinstance(max_tokens, int) and max_tokens > 0:
-        generation_config["maxOutputTokens"] = max_tokens
-    if isinstance(top_p, (int, float)):
-        generation_config["topP"] = float(top_p)
-    if isinstance(stop, str) and stop:
-        generation_config["stopSequences"] = [stop]
-    elif isinstance(stop, list) and stop:
-        generation_config["stopSequences"] = [str(s) for s in stop if s]
-    normalized_thinking = _normalize_thinking_config(thinking_config)
-    if normalized_thinking:
-        generation_config["thinkingConfig"] = normalized_thinking
-    if generation_config:
-        body["generationConfig"] = generation_config
-
-    return body
-
-
-def wrap_code_assist_request(
-    *,
-    project_id: str,
-    model: str,
-    inner_request: Dict[str, Any],
-    user_prompt_id: Optional[str] = None,
-) -> Dict[str, Any]:
-    """Wrap the inner Gemini request in the Code Assist envelope."""
-    return {
-        "project": project_id,
-        "model": model,
-        "user_prompt_id": user_prompt_id or str(uuid.uuid4()),
-        "request": inner_request,
-    }
-
-
-# =============================================================================
-# Response translation: Gemini → OpenAI
-# =============================================================================
-
-def _translate_gemini_response(
-    resp: Dict[str, Any],
-    model: str,
-) -> SimpleNamespace:
-    """Non-streaming Gemini response -> OpenAI-shaped SimpleNamespace.
-
-    Code Assist wraps the actual Gemini response inside ``response``, so we
-    unwrap it first if present.
-    """
-    inner = resp.get("response") if isinstance(resp.get("response"), dict) else resp
-
-    candidates = inner.get("candidates") or []
-    if not isinstance(candidates, list) or not candidates:
-        return _empty_response(model)
-
-    cand = candidates[0]
-    content_obj = cand.get("content") if isinstance(cand, dict) else {}
-    parts = content_obj.get("parts") if isinstance(content_obj, dict) else []
-
-    text_pieces: List[str] = []
-    reasoning_pieces: List[str] = []
-    tool_calls: List[SimpleNamespace] = []
-
-    for i, part in enumerate(parts or []):
-        if not isinstance(part, dict):
-            continue
-        # Thought parts are model's internal reasoning — surface as reasoning,
-        # don't mix into content.
-        if part.get("thought") is True:
-            if isinstance(part.get("text"), str):
-                reasoning_pieces.append(part["text"])
-            continue
-        if isinstance(part.get("text"), str):
-            text_pieces.append(part["text"])
-            continue
-        fc = part.get("functionCall")
-        if isinstance(fc, dict) and fc.get("name"):
-            try:
-                args_str = json.dumps(fc.get("args") or {}, ensure_ascii=False)
-            except (TypeError, ValueError):
-                args_str = "{}"
-            tool_calls.append(SimpleNamespace(
-                id=f"call_{uuid.uuid4().hex[:12]}",
-                type="function",
-                index=i,
-                function=SimpleNamespace(name=str(fc["name"]), arguments=args_str),
-            ))
-
-    finish_reason = "tool_calls" if tool_calls else _map_gemini_finish_reason(
-        str(cand.get("finishReason") or "")
-    )
-
-    usage_meta = inner.get("usageMetadata") or {}
-    usage = SimpleNamespace(
-        prompt_tokens=int(usage_meta.get("promptTokenCount") or 0),
-        completion_tokens=int(usage_meta.get("candidatesTokenCount") or 0),
-        total_tokens=int(usage_meta.get("totalTokenCount") or 0),
-        prompt_tokens_details=SimpleNamespace(
-            cached_tokens=int(usage_meta.get("cachedContentTokenCount") or 0),
-        ),
-    )
-
-    message = SimpleNamespace(
-        role="assistant",
-        content="".join(text_pieces) if text_pieces else None,
-        tool_calls=tool_calls or None,
-        reasoning="".join(reasoning_pieces) or None,
-        reasoning_content="".join(reasoning_pieces) or None,
-        reasoning_details=None,
-    )
-    choice = SimpleNamespace(
-        index=0,
-        message=message,
-        finish_reason=finish_reason,
-    )
-    return SimpleNamespace(
-        id=f"chatcmpl-{uuid.uuid4().hex[:12]}",
-        object="chat.completion",
-        created=int(time.time()),
-        model=model,
-        choices=[choice],
-        usage=usage,
-    )
-
-
-def _empty_response(model: str) -> SimpleNamespace:
-    message = SimpleNamespace(
-        role="assistant", content="", tool_calls=None,
-        reasoning=None, reasoning_content=None, reasoning_details=None,
-    )
-    choice = SimpleNamespace(index=0, message=message, finish_reason="stop")
-    usage = SimpleNamespace(
-        prompt_tokens=0, completion_tokens=0, total_tokens=0,
-        prompt_tokens_details=SimpleNamespace(cached_tokens=0),
-    )
-    return SimpleNamespace(
-        id=f"chatcmpl-{uuid.uuid4().hex[:12]}",
-        object="chat.completion",
-        created=int(time.time()),
-        model=model,
-        choices=[choice],
-        usage=usage,
-    )
-
-
-def _map_gemini_finish_reason(reason: str) -> str:
-    mapping = {
-        "STOP": "stop",
-        "MAX_TOKENS": "length",
-        "SAFETY": "content_filter",
-        "RECITATION": "content_filter",
-        "OTHER": "stop",
-    }
-    return mapping.get(reason.upper(), "stop")
-
-
-# =============================================================================
-# Streaming SSE iterator
-# =============================================================================
-
-class _GeminiStreamChunk(SimpleNamespace):
-    """Mimics an OpenAI ChatCompletionChunk with .choices[0].delta."""
-    pass
-
-
-def _make_stream_chunk(
-    *,
-    model: str,
-    content: str = "",
-    tool_call_delta: Optional[Dict[str, Any]] = None,
-    finish_reason: Optional[str] = None,
-    reasoning: str = "",
-) -> _GeminiStreamChunk:
-    delta_kwargs: Dict[str, Any] = {"role": "assistant"}
-    if content:
-        delta_kwargs["content"] = content
-    if tool_call_delta is not None:
-        delta_kwargs["tool_calls"] = [SimpleNamespace(
-            index=tool_call_delta.get("index", 0),
-            id=tool_call_delta.get("id") or f"call_{uuid.uuid4().hex[:12]}",
-            type="function",
-            function=SimpleNamespace(
-                name=tool_call_delta.get("name") or "",
-                arguments=tool_call_delta.get("arguments") or "",
-            ),
-        )]
-    if reasoning:
-        delta_kwargs["reasoning"] = reasoning
-        delta_kwargs["reasoning_content"] = reasoning
-    delta = SimpleNamespace(**delta_kwargs)
-    choice = SimpleNamespace(index=0, delta=delta, finish_reason=finish_reason)
-    return _GeminiStreamChunk(
-        id=f"chatcmpl-{uuid.uuid4().hex[:12]}",
-        object="chat.completion.chunk",
-        created=int(time.time()),
-        model=model,
-        choices=[choice],
-        usage=None,
-    )
-
-
-def _iter_sse_events(response: httpx.Response) -> Iterator[Dict[str, Any]]:
-    """Parse Server-Sent Events from an httpx streaming response."""
-    buffer = ""
-    for chunk in response.iter_text():
-        if not chunk:
-            continue
-        buffer += chunk
-        while "\n" in buffer:
-            line, buffer = buffer.split("\n", 1)
-            line = line.rstrip("\r")
-            if not line:
-                continue
-            if line.startswith("data: "):
-                data = line[6:]
-                if data == "[DONE]":
-                    return
-                try:
-                    yield json.loads(data)
-                except json.JSONDecodeError:
-                    logger.debug("Non-JSON SSE line: %s", data[:200])
-
-
-def _translate_stream_event(
-    event: Dict[str, Any],
-    model: str,
-    tool_call_counter: List[int],
-) -> List[_GeminiStreamChunk]:
-    """Unwrap Code Assist envelope and emit OpenAI-shaped chunk(s).
-
-    ``tool_call_counter`` is a single-element list used as a mutable counter
-    across events in the same stream. Each ``functionCall`` part gets a
-    fresh, unique OpenAI ``index`` — keying by function name would collide
-    whenever the model issues parallel calls to the same tool (e.g. reading
-    three files in one turn).
-    """
-    inner = event.get("response") if isinstance(event.get("response"), dict) else event
-    candidates = inner.get("candidates") or []
-    if not candidates:
-        return []
-    cand = candidates[0]
-    if not isinstance(cand, dict):
-        return []
-
-    chunks: List[_GeminiStreamChunk] = []
-
-    content = cand.get("content") or {}
-    parts = content.get("parts") if isinstance(content, dict) else []
-    for part in parts or []:
-        if not isinstance(part, dict):
-            continue
-        if part.get("thought") is True and isinstance(part.get("text"), str):
-            chunks.append(_make_stream_chunk(
-                model=model, reasoning=part["text"],
-            ))
-            continue
-        if isinstance(part.get("text"), str) and part["text"]:
-            chunks.append(_make_stream_chunk(model=model, content=part["text"]))
-        fc = part.get("functionCall")
-        if isinstance(fc, dict) and fc.get("name"):
-            name = str(fc["name"])
-            idx = tool_call_counter[0]
-            tool_call_counter[0] += 1
-            try:
-                args_str = json.dumps(fc.get("args") or {}, ensure_ascii=False)
-            except (TypeError, ValueError):
-                args_str = "{}"
-            chunks.append(_make_stream_chunk(
-                model=model,
-                tool_call_delta={
-                    "index": idx,
-                    "name": name,
-                    "arguments": args_str,
-                },
-            ))
-
-    finish_reason_raw = str(cand.get("finishReason") or "")
-    if finish_reason_raw:
-        mapped = _map_gemini_finish_reason(finish_reason_raw)
-        if tool_call_counter[0] > 0:
-            mapped = "tool_calls"
-        chunks.append(_make_stream_chunk(model=model, finish_reason=mapped))
-    return chunks
-
-
-# =============================================================================
-# GeminiCloudCodeClient — OpenAI-compatible facade
-# =============================================================================
-
-MARKER_BASE_URL = "cloudcode-pa://google"
-
-
-class _GeminiChatCompletions:
-    def __init__(self, client: "GeminiCloudCodeClient"):
-        self._client = client
-
-    def create(self, **kwargs: Any) -> Any:
-        return self._client._create_chat_completion(**kwargs)
-
-
-class _GeminiChatNamespace:
-    def __init__(self, client: "GeminiCloudCodeClient"):
-        self.completions = _GeminiChatCompletions(client)
-
-
-class GeminiCloudCodeClient:
-    """Minimal OpenAI-SDK-compatible facade over Code Assist v1internal."""
-
-    def __init__(
-        self,
-        *,
-        api_key: Optional[str] = None,
-        base_url: Optional[str] = None,
-        default_headers: Optional[Dict[str, str]] = None,
-        project_id: str = "",
-        **_: Any,
-    ):
-        # `api_key` here is a dummy — real auth is the OAuth access token
-        # fetched on every call via agent.google_oauth.get_valid_access_token().
-        # We accept the kwarg for openai.OpenAI interface parity.
-        self.api_key = api_key or "google-oauth"
-        self.base_url = base_url or MARKER_BASE_URL
-        self._default_headers = dict(default_headers or {})
-        self._configured_project_id = project_id
-        self._project_context: Optional[ProjectContext] = None
-        self._project_context_lock = False  # simple single-thread guard
-        self.chat = _GeminiChatNamespace(self)
-        self.is_closed = False
-        self._http = httpx.Client(timeout=httpx.Timeout(connect=15.0, read=600.0, write=30.0, pool=30.0))
-
-    def close(self) -> None:
-        self.is_closed = True
-        try:
-            self._http.close()
-        except Exception:
-            pass
-
-    # Implement the OpenAI SDK's context-manager-ish closure check
-    def __enter__(self):
-        return self
-
-    def __exit__(self, exc_type, exc_val, exc_tb):
-        self.close()
-
-    def _ensure_project_context(self, access_token: str, model: str) -> ProjectContext:
-        """Lazily resolve and cache the project context for this client."""
-        if self._project_context is not None:
-            return self._project_context
-
-        env_project = google_oauth.resolve_project_id_from_env()
-        creds = google_oauth.load_credentials()
-        stored_project = creds.project_id if creds else ""
-
-        # Prefer what's already baked into the creds
-        if stored_project:
-            self._project_context = ProjectContext(
-                project_id=stored_project,
-                managed_project_id=creds.managed_project_id if creds else "",
-                tier_id="",
-                source="stored",
-            )
-            return self._project_context
-
-        ctx = resolve_project_context(
-            access_token,
-            configured_project_id=self._configured_project_id,
-            env_project_id=env_project,
-            user_agent_model=model,
-        )
-        # Persist discovered project back to the creds file so the next
-        # session doesn't re-run the discovery.
-        if ctx.project_id or ctx.managed_project_id:
-            google_oauth.update_project_ids(
-                project_id=ctx.project_id,
-                managed_project_id=ctx.managed_project_id,
-            )
-        self._project_context = ctx
-        return ctx
-
-    def _create_chat_completion(
-        self,
-        *,
-        model: str = "gemini-2.5-flash",
-        messages: Optional[List[Dict[str, Any]]] = None,
-        stream: bool = False,
-        tools: Any = None,
-        tool_choice: Any = None,
-        temperature: Optional[float] = None,
-        max_tokens: Optional[int] = None,
-        top_p: Optional[float] = None,
-        stop: Any = None,
-        extra_body: Optional[Dict[str, Any]] = None,
-        timeout: Any = None,
-        **_: Any,
-    ) -> Any:
-        access_token = google_oauth.get_valid_access_token()
-        ctx = self._ensure_project_context(access_token, model)
-
-        thinking_config = None
-        if isinstance(extra_body, dict):
-            thinking_config = extra_body.get("thinking_config") or extra_body.get("thinkingConfig")
-
-        inner = build_gemini_request(
-            messages=messages or [],
-            tools=tools,
-            tool_choice=tool_choice,
-            temperature=temperature,
-            max_tokens=max_tokens,
-            top_p=top_p,
-            stop=stop,
-            thinking_config=thinking_config,
-        )
-        wrapped = wrap_code_assist_request(
-            project_id=ctx.project_id,
-            model=model,
-            inner_request=inner,
-        )
-
-        headers = {
-            "Content-Type": "application/json",
-            "Accept": "application/json",
-            "Authorization": f"Bearer {access_token}",
-            "User-Agent": "hermes-agent (gemini-cli-compat)",
-            "X-Goog-Api-Client": "gl-python/hermes",
-            "x-activity-request-id": str(uuid.uuid4()),
-        }
-        headers.update(self._default_headers)
-
-        if stream:
-            return self._stream_completion(model=model, wrapped=wrapped, headers=headers)
-
-        url = f"{CODE_ASSIST_ENDPOINT}/v1internal:generateContent"
-        response = self._http.post(url, json=wrapped, headers=headers)
-        if response.status_code != 200:
-            raise _gemini_http_error(response)
-        try:
-            payload = response.json()
-        except ValueError as exc:
-            raise CodeAssistError(
-                f"Invalid JSON from Code Assist: {exc}",
-                code="code_assist_invalid_json",
-            ) from exc
-        return _translate_gemini_response(payload, model=model)
-
-    def _stream_completion(
-        self,
-        *,
-        model: str,
-        wrapped: Dict[str, Any],
-        headers: Dict[str, str],
-    ) -> Iterator[_GeminiStreamChunk]:
-        """Generator that yields OpenAI-shaped streaming chunks."""
-        url = f"{CODE_ASSIST_ENDPOINT}/v1internal:streamGenerateContent?alt=sse"
-        stream_headers = dict(headers)
-        stream_headers["Accept"] = "text/event-stream"
-
-        def _generator() -> Iterator[_GeminiStreamChunk]:
-            try:
-                with self._http.stream("POST", url, json=wrapped, headers=stream_headers) as response:
-                    if response.status_code != 200:
-                        # Materialize error body for better diagnostics
-                        response.read()
-                        raise _gemini_http_error(response)
-                    tool_call_counter: List[int] = [0]
-                    for event in _iter_sse_events(response):
-                        for chunk in _translate_stream_event(event, model, tool_call_counter):
-                            yield chunk
-            except httpx.HTTPError as exc:
-                raise CodeAssistError(
-                    f"Streaming request failed: {exc}",
-                    code="code_assist_stream_error",
-                ) from exc
-
-        return _generator()
-
-
-def _gemini_http_error(response: httpx.Response) -> CodeAssistError:
-    """Translate an httpx response into a CodeAssistError with rich metadata.
-
-    Parses Google's error envelope (``{"error": {"code", "message", "status",
-    "details": [...]}}``) so the agent's error classifier can reason about
-    the failure — ``status_code`` enables the rate_limit / auth classification
-    paths, and ``response`` lets the main loop honor ``Retry-After`` just
-    like it does for OpenAI SDK exceptions.
-
-    Also lifts a few recognizable Google conditions into human-readable
-    messages so the user sees something better than a 500-char JSON dump:
-
-        MODEL_CAPACITY_EXHAUSTED → "Gemini model capacity exhausted for
-            <model>. This is a Google-side throttle..."
-        RESOURCE_EXHAUSTED w/o reason → quota-style message
-        404 → "Model <name> not found at cloudcode-pa..."
-    """
-    status = response.status_code
-
-    # Parse the body once, surviving any weird encodings.
-    body_text = ""
-    body_json: Dict[str, Any] = {}
-    try:
-        body_text = response.text
-    except Exception:
-        body_text = ""
-    if body_text:
-        try:
-            parsed = json.loads(body_text)
-            if isinstance(parsed, dict):
-                body_json = parsed
-        except (ValueError, TypeError):
-            body_json = {}
-
-    # Dig into Google's error envelope.  Shape is:
-    #   {"error": {"code": 429, "message": "...", "status": "RESOURCE_EXHAUSTED",
-    #              "details": [{"@type": ".../ErrorInfo", "reason": "MODEL_CAPACITY_EXHAUSTED",
-    #                           "metadata": {...}},
-    #                          {"@type": ".../RetryInfo", "retryDelay": "30s"}]}}
-    err_obj = body_json.get("error") if isinstance(body_json, dict) else None
-    if not isinstance(err_obj, dict):
-        err_obj = {}
-    err_status = str(err_obj.get("status") or "").strip()
-    err_message = str(err_obj.get("message") or "").strip()
-    _raw_details = err_obj.get("details")
-    err_details_list = _raw_details if isinstance(_raw_details, list) else []
-
-    # Extract google.rpc.ErrorInfo reason + metadata.  There may be more
-    # than one ErrorInfo (rare), so we pick the first one with a reason.
-    error_reason = ""
-    error_metadata: Dict[str, Any] = {}
-    retry_delay_seconds: Optional[float] = None
-    for detail in err_details_list:
-        if not isinstance(detail, dict):
-            continue
-        type_url = str(detail.get("@type") or "")
-        if not error_reason and type_url.endswith("/google.rpc.ErrorInfo"):
-            reason = detail.get("reason")
-            if isinstance(reason, str) and reason:
-                error_reason = reason
-            md = detail.get("metadata")
-            if isinstance(md, dict):
-                error_metadata = md
-        elif retry_delay_seconds is None and type_url.endswith("/google.rpc.RetryInfo"):
-            # retryDelay is a google.protobuf.Duration string like "30s" or "1.5s".
-            delay_raw = detail.get("retryDelay")
-            if isinstance(delay_raw, str) and delay_raw.endswith("s"):
-                try:
-                    retry_delay_seconds = float(delay_raw[:-1])
-                except ValueError:
-                    pass
-            elif isinstance(delay_raw, (int, float)):
-                retry_delay_seconds = float(delay_raw)
-
-    # Fall back to the Retry-After header if the body didn't include RetryInfo.
-    if retry_delay_seconds is None:
-        try:
-            header_val = response.headers.get("Retry-After") or response.headers.get("retry-after")
-        except Exception:
-            header_val = None
-        if header_val:
-            try:
-                retry_delay_seconds = float(header_val)
-            except (TypeError, ValueError):
-                retry_delay_seconds = None
-
-    # Classify the error code.  ``code_assist_rate_limited`` stays the default
-    # for 429s; a more specific reason tag helps downstream callers (e.g. tests,
-    # logs) without changing the rate_limit classification path.
-    code = f"code_assist_http_{status}"
-    if status == 401:
-        code = "code_assist_unauthorized"
-    elif status == 429:
-        code = "code_assist_rate_limited"
-        if error_reason == "MODEL_CAPACITY_EXHAUSTED":
-            code = "code_assist_capacity_exhausted"
-
-    # Build a human-readable message.  Keep the status + a raw-body tail for
-    # debugging, but lead with a friendlier summary when we recognize the
-    # Google signal.
-    model_hint = ""
-    if isinstance(error_metadata, dict):
-        model_hint = str(error_metadata.get("model") or error_metadata.get("modelId") or "").strip()
-
-    if status == 429 and error_reason == "MODEL_CAPACITY_EXHAUSTED":
-        target = model_hint or "this Gemini model"
-        message = (
-            f"Gemini capacity exhausted for {target} (Google-side throttle, "
-            f"not a Hermes issue). Try a different Gemini model or set a "
-            f"fallback_providers entry to a non-Gemini provider."
-        )
-        if retry_delay_seconds is not None:
-            message += f" Google suggests retrying in {retry_delay_seconds:g}s."
-    elif status == 429 and err_status == "RESOURCE_EXHAUSTED":
-        message = (
-            f"Gemini quota exhausted ({err_message or 'RESOURCE_EXHAUSTED'}). "
-            f"Check /gquota for remaining daily requests."
-        )
-        if retry_delay_seconds is not None:
-            message += f" Retry suggested in {retry_delay_seconds:g}s."
-    elif status == 404:
-        # Google returns 404 when a model has been retired or renamed.
-        target = model_hint or (err_message or "model")
-        message = (
-            f"Code Assist 404: {target} is not available at "
-            f"cloudcode-pa.googleapis.com. It may have been renamed or "
-            f"retired. Check hermes_cli/models.py for the current list."
-        )
-    elif err_message:
-        # Generic fallback with the parsed message.
-        message = f"Code Assist HTTP {status} ({err_status or 'error'}): {err_message}"
-    else:
-        # Last-ditch fallback — raw body snippet.
-        message = f"Code Assist returned HTTP {status}: {body_text[:500]}"
-
-    return CodeAssistError(
-        message,
-        code=code,
-        status_code=status,
-        response=response,
-        retry_after=retry_delay_seconds,
-        details={
-            "status": err_status,
-            "reason": error_reason,
-            "metadata": error_metadata,
-            "message": err_message,
-        },
-    )

agent/gemini_native_adapter.py

@@ -1,847 +0,0 @@
-"""OpenAI-compatible facade over Google AI Studio's native Gemini API.
-
-Hermes keeps ``api_mode='chat_completions'`` for the ``gemini`` provider so the
-main agent loop can keep using its existing OpenAI-shaped message flow.
-This adapter is the transport shim that converts those OpenAI-style
-``messages[]`` / ``tools[]`` requests into Gemini's native
-``models/{model}:generateContent`` schema and converts the responses back.
-
-Why this exists
----------------
-Google's OpenAI-compatible endpoint has been brittle for Hermes's multi-turn
-agent/tool loop (auth churn, tool-call replay quirks, thought-signature
-requirements).  The native Gemini API is the canonical path and avoids the
-OpenAI-compat layer entirely.
-"""
-
-from __future__ import annotations
-
-import asyncio
-import base64
-import json
-import logging
-import time
-import uuid
-from types import SimpleNamespace
-from typing import Any, Dict, Iterator, List, Optional
-
-import httpx
-
-from agent.gemini_schema import sanitize_gemini_tool_parameters
-
-logger = logging.getLogger(__name__)
-
-DEFAULT_GEMINI_BASE_URL = "https://generativelanguage.googleapis.com/v1beta"
-
-
-def is_native_gemini_base_url(base_url: str) -> bool:
-    """Return True when the endpoint speaks Gemini's native REST API."""
-    normalized = str(base_url or "").strip().rstrip("/").lower()
-    if not normalized:
-        return False
-    if "generativelanguage.googleapis.com" not in normalized:
-        return False
-    return not normalized.endswith("/openai")
-
-
-class GeminiAPIError(Exception):
-    """Error shape compatible with Hermes retry/error classification."""
-
-    def __init__(
-        self,
-        message: str,
-        *,
-        code: str = "gemini_api_error",
-        status_code: Optional[int] = None,
-        response: Optional[httpx.Response] = None,
-        retry_after: Optional[float] = None,
-        details: Optional[Dict[str, Any]] = None,
-    ) -> None:
-        super().__init__(message)
-        self.code = code
-        self.status_code = status_code
-        self.response = response
-        self.retry_after = retry_after
-        self.details = details or {}
-
-
-def _coerce_content_to_text(content: Any) -> str:
-    if content is None:
-        return ""
-    if isinstance(content, str):
-        return content
-    if isinstance(content, list):
-        pieces: List[str] = []
-        for part in content:
-            if isinstance(part, str):
-                pieces.append(part)
-            elif isinstance(part, dict) and part.get("type") == "text":
-                text = part.get("text")
-                if isinstance(text, str):
-                    pieces.append(text)
-        return "\n".join(pieces)
-    return str(content)
-
-
-def _extract_multimodal_parts(content: Any) -> List[Dict[str, Any]]:
-    if not isinstance(content, list):
-        text = _coerce_content_to_text(content)
-        return [{"text": text}] if text else []
-
-    parts: List[Dict[str, Any]] = []
-    for item in content:
-        if isinstance(item, str):
-            parts.append({"text": item})
-            continue
-        if not isinstance(item, dict):
-            continue
-        ptype = item.get("type")
-        if ptype == "text":
-            text = item.get("text")
-            if isinstance(text, str) and text:
-                parts.append({"text": text})
-        elif ptype == "image_url":
-            url = ((item.get("image_url") or {}).get("url") or "")
-            if not isinstance(url, str) or not url.startswith("data:"):
-                continue
-            try:
-                header, encoded = url.split(",", 1)
-                mime = header.split(":", 1)[1].split(";", 1)[0]
-                raw = base64.b64decode(encoded)
-            except Exception:
-                continue
-            parts.append(
-                {
-                    "inlineData": {
-                        "mimeType": mime,
-                        "data": base64.b64encode(raw).decode("ascii"),
-                    }
-                }
-            )
-    return parts
-
-
-def _tool_call_extra_signature(tool_call: Dict[str, Any]) -> Optional[str]:
-    extra = tool_call.get("extra_content") or {}
-    if not isinstance(extra, dict):
-        return None
-    google = extra.get("google") or extra.get("thought_signature")
-    if isinstance(google, dict):
-        sig = google.get("thought_signature") or google.get("thoughtSignature")
-        return str(sig) if isinstance(sig, str) and sig else None
-    if isinstance(google, str) and google:
-        return google
-    return None
-
-
-def _translate_tool_call_to_gemini(tool_call: Dict[str, Any]) -> Dict[str, Any]:
-    fn = tool_call.get("function") or {}
-    args_raw = fn.get("arguments", "")
-    try:
-        args = json.loads(args_raw) if isinstance(args_raw, str) and args_raw else {}
-    except json.JSONDecodeError:
-        args = {"_raw": args_raw}
-    if not isinstance(args, dict):
-        args = {"_value": args}
-
-    part: Dict[str, Any] = {
-        "functionCall": {
-            "name": str(fn.get("name") or ""),
-            "args": args,
-        }
-    }
-    thought_signature = _tool_call_extra_signature(tool_call)
-    if thought_signature:
-        part["thoughtSignature"] = thought_signature
-    return part
-
-
-def _translate_tool_result_to_gemini(
-    message: Dict[str, Any],
-    tool_name_by_call_id: Optional[Dict[str, str]] = None,
-) -> Dict[str, Any]:
-    tool_name_by_call_id = tool_name_by_call_id or {}
-    tool_call_id = str(message.get("tool_call_id") or "")
-    name = str(
-        message.get("name")
-        or tool_name_by_call_id.get(tool_call_id)
-        or tool_call_id
-        or "tool"
-    )
-    content = _coerce_content_to_text(message.get("content"))
-    try:
-        parsed = json.loads(content) if content.strip().startswith(("{", "[")) else None
-    except json.JSONDecodeError:
-        parsed = None
-    response = parsed if isinstance(parsed, dict) else {"output": content}
-    return {
-        "functionResponse": {
-            "name": name,
-            "response": response,
-        }
-    }
-
-
-def _build_gemini_contents(messages: List[Dict[str, Any]]) -> tuple[List[Dict[str, Any]], Optional[Dict[str, Any]]]:
-    system_text_parts: List[str] = []
-    contents: List[Dict[str, Any]] = []
-    tool_name_by_call_id: Dict[str, str] = {}
-
-    for msg in messages:
-        if not isinstance(msg, dict):
-            continue
-        role = str(msg.get("role") or "user")
-
-        if role == "system":
-            system_text_parts.append(_coerce_content_to_text(msg.get("content")))
-            continue
-
-        if role in {"tool", "function"}:
-            contents.append(
-                {
-                    "role": "user",
-                    "parts": [
-                        _translate_tool_result_to_gemini(
-                            msg,
-                            tool_name_by_call_id=tool_name_by_call_id,
-                        )
-                    ],
-                }
-            )
-            continue
-
-        gemini_role = "model" if role == "assistant" else "user"
-        parts: List[Dict[str, Any]] = []
-
-        content_parts = _extract_multimodal_parts(msg.get("content"))
-        parts.extend(content_parts)
-
-        tool_calls = msg.get("tool_calls") or []
-        if isinstance(tool_calls, list):
-            for tool_call in tool_calls:
-                if isinstance(tool_call, dict):
-                    tool_call_id = str(tool_call.get("id") or tool_call.get("call_id") or "")
-                    tool_name = str(((tool_call.get("function") or {}).get("name") or ""))
-                    if tool_call_id and tool_name:
-                        tool_name_by_call_id[tool_call_id] = tool_name
-                    parts.append(_translate_tool_call_to_gemini(tool_call))
-
-        if parts:
-            contents.append({"role": gemini_role, "parts": parts})
-
-    system_instruction = None
-    joined_system = "\n".join(part for part in system_text_parts if part).strip()
-    if joined_system:
-        system_instruction = {"parts": [{"text": joined_system}]}
-    return contents, system_instruction
-
-
-def _translate_tools_to_gemini(tools: Any) -> List[Dict[str, Any]]:
-    if not isinstance(tools, list):
-        return []
-    declarations: List[Dict[str, Any]] = []
-    for tool in tools:
-        if not isinstance(tool, dict):
-            continue
-        fn = tool.get("function") or {}
-        if not isinstance(fn, dict):
-            continue
-        name = fn.get("name")
-        if not isinstance(name, str) or not name:
-            continue
-        decl: Dict[str, Any] = {"name": name}
-        description = fn.get("description")
-        if isinstance(description, str) and description:
-            decl["description"] = description
-        parameters = fn.get("parameters")
-        if isinstance(parameters, dict):
-            decl["parameters"] = sanitize_gemini_tool_parameters(parameters)
-        declarations.append(decl)
-    return [{"functionDeclarations": declarations}] if declarations else []
-
-
-def _translate_tool_choice_to_gemini(tool_choice: Any) -> Optional[Dict[str, Any]]:
-    if tool_choice is None:
-        return None
-    if isinstance(tool_choice, str):
-        if tool_choice == "auto":
-            return {"functionCallingConfig": {"mode": "AUTO"}}
-        if tool_choice == "required":
-            return {"functionCallingConfig": {"mode": "ANY"}}
-        if tool_choice == "none":
-            return {"functionCallingConfig": {"mode": "NONE"}}
-    if isinstance(tool_choice, dict):
-        fn = tool_choice.get("function") or {}
-        name = fn.get("name")
-        if isinstance(name, str) and name:
-            return {"functionCallingConfig": {"mode": "ANY", "allowedFunctionNames": [name]}}
-    return None
-
-
-def _normalize_thinking_config(config: Any) -> Optional[Dict[str, Any]]:
-    if not isinstance(config, dict) or not config:
-        return None
-    budget = config.get("thinkingBudget", config.get("thinking_budget"))
-    include = config.get("includeThoughts", config.get("include_thoughts"))
-    level = config.get("thinkingLevel", config.get("thinking_level"))
-    normalized: Dict[str, Any] = {}
-    if isinstance(budget, (int, float)):
-        normalized["thinkingBudget"] = int(budget)
-    if isinstance(include, bool):
-        normalized["includeThoughts"] = include
-    if isinstance(level, str) and level.strip():
-        normalized["thinkingLevel"] = level.strip().lower()
-    return normalized or None
-
-
-def build_gemini_request(
-    *,
-    messages: List[Dict[str, Any]],
-    tools: Any = None,
-    tool_choice: Any = None,
-    temperature: Optional[float] = None,
-    max_tokens: Optional[int] = None,
-    top_p: Optional[float] = None,
-    stop: Any = None,
-    thinking_config: Any = None,
-) -> Dict[str, Any]:
-    contents, system_instruction = _build_gemini_contents(messages)
-    request: Dict[str, Any] = {"contents": contents}
-    if system_instruction:
-        request["systemInstruction"] = system_instruction
-
-    gemini_tools = _translate_tools_to_gemini(tools)
-    if gemini_tools:
-        request["tools"] = gemini_tools
-
-    tool_config = _translate_tool_choice_to_gemini(tool_choice)
-    if tool_config:
-        request["toolConfig"] = tool_config
-
-    generation_config: Dict[str, Any] = {}
-    if temperature is not None:
-        generation_config["temperature"] = temperature
-    if max_tokens is not None:
-        generation_config["maxOutputTokens"] = max_tokens
-    if top_p is not None:
-        generation_config["topP"] = top_p
-    if stop:
-        generation_config["stopSequences"] = stop if isinstance(stop, list) else [str(stop)]
-    normalized_thinking = _normalize_thinking_config(thinking_config)
-    if normalized_thinking:
-        generation_config["thinkingConfig"] = normalized_thinking
-    if generation_config:
-        request["generationConfig"] = generation_config
-
-    return request
-
-
-def _map_gemini_finish_reason(reason: str) -> str:
-    mapping = {
-        "STOP": "stop",
-        "MAX_TOKENS": "length",
-        "SAFETY": "content_filter",
-        "RECITATION": "content_filter",
-        "OTHER": "stop",
-    }
-    return mapping.get(str(reason or "").upper(), "stop")
-
-
-def _tool_call_extra_from_part(part: Dict[str, Any]) -> Optional[Dict[str, Any]]:
-    sig = part.get("thoughtSignature")
-    if isinstance(sig, str) and sig:
-        return {"google": {"thought_signature": sig}}
-    return None
-
-
-def _empty_response(model: str) -> SimpleNamespace:
-    message = SimpleNamespace(
-        role="assistant",
-        content="",
-        tool_calls=None,
-        reasoning=None,
-        reasoning_content=None,
-        reasoning_details=None,
-    )
-    choice = SimpleNamespace(index=0, message=message, finish_reason="stop")
-    usage = SimpleNamespace(
-        prompt_tokens=0,
-        completion_tokens=0,
-        total_tokens=0,
-        prompt_tokens_details=SimpleNamespace(cached_tokens=0),
-    )
-    return SimpleNamespace(
-        id=f"chatcmpl-{uuid.uuid4().hex[:12]}",
-        object="chat.completion",
-        created=int(time.time()),
-        model=model,
-        choices=[choice],
-        usage=usage,
-    )
-
-
-def translate_gemini_response(resp: Dict[str, Any], model: str) -> SimpleNamespace:
-    candidates = resp.get("candidates") or []
-    if not isinstance(candidates, list) or not candidates:
-        return _empty_response(model)
-
-    cand = candidates[0] if isinstance(candidates[0], dict) else {}
-    content_obj = cand.get("content") if isinstance(cand, dict) else {}
-    parts = content_obj.get("parts") if isinstance(content_obj, dict) else []
-
-    text_pieces: List[str] = []
-    reasoning_pieces: List[str] = []
-    tool_calls: List[SimpleNamespace] = []
-
-    for index, part in enumerate(parts or []):
-        if not isinstance(part, dict):
-            continue
-        if part.get("thought") is True and isinstance(part.get("text"), str):
-            reasoning_pieces.append(part["text"])
-            continue
-        if isinstance(part.get("text"), str):
-            text_pieces.append(part["text"])
-            continue
-        fc = part.get("functionCall")
-        if isinstance(fc, dict) and fc.get("name"):
-            try:
-                args_str = json.dumps(fc.get("args") or {}, ensure_ascii=False)
-            except (TypeError, ValueError):
-                args_str = "{}"
-            tool_call = SimpleNamespace(
-                id=f"call_{uuid.uuid4().hex[:12]}",
-                type="function",
-                index=index,
-                function=SimpleNamespace(name=str(fc["name"]), arguments=args_str),
-            )
-            extra_content = _tool_call_extra_from_part(part)
-            if extra_content:
-                tool_call.extra_content = extra_content
-            tool_calls.append(tool_call)
-
-    finish_reason = "tool_calls" if tool_calls else _map_gemini_finish_reason(str(cand.get("finishReason") or ""))
-    usage_meta = resp.get("usageMetadata") or {}
-    usage = SimpleNamespace(
-        prompt_tokens=int(usage_meta.get("promptTokenCount") or 0),
-        completion_tokens=int(usage_meta.get("candidatesTokenCount") or 0),
-        total_tokens=int(usage_meta.get("totalTokenCount") or 0),
-        prompt_tokens_details=SimpleNamespace(
-            cached_tokens=int(usage_meta.get("cachedContentTokenCount") or 0),
-        ),
-    )
-    reasoning = "".join(reasoning_pieces) or None
-    message = SimpleNamespace(
-        role="assistant",
-        content="".join(text_pieces) if text_pieces else None,
-        tool_calls=tool_calls or None,
-        reasoning=reasoning,
-        reasoning_content=reasoning,
-        reasoning_details=None,
-    )
-    choice = SimpleNamespace(index=0, message=message, finish_reason=finish_reason)
-    return SimpleNamespace(
-        id=f"chatcmpl-{uuid.uuid4().hex[:12]}",
-        object="chat.completion",
-        created=int(time.time()),
-        model=model,
-        choices=[choice],
-        usage=usage,
-    )
-
-
-class _GeminiStreamChunk(SimpleNamespace):
-    pass
-
-
-def _make_stream_chunk(
-    *,
-    model: str,
-    content: str = "",
-    tool_call_delta: Optional[Dict[str, Any]] = None,
-    finish_reason: Optional[str] = None,
-    reasoning: str = "",
-) -> _GeminiStreamChunk:
-    delta_kwargs: Dict[str, Any] = {
-        "role": "assistant",
-        "content": None,
-        "tool_calls": None,
-        "reasoning": None,
-        "reasoning_content": None,
-    }
-    if content:
-        delta_kwargs["content"] = content
-    if tool_call_delta is not None:
-        tool_delta = SimpleNamespace(
-            index=tool_call_delta.get("index", 0),
-            id=tool_call_delta.get("id") or f"call_{uuid.uuid4().hex[:12]}",
-            type="function",
-            function=SimpleNamespace(
-                name=tool_call_delta.get("name") or "",
-                arguments=tool_call_delta.get("arguments") or "",
-            ),
-        )
-        extra_content = tool_call_delta.get("extra_content")
-        if isinstance(extra_content, dict):
-            tool_delta.extra_content = extra_content
-        delta_kwargs["tool_calls"] = [tool_delta]
-    if reasoning:
-        delta_kwargs["reasoning"] = reasoning
-        delta_kwargs["reasoning_content"] = reasoning
-    delta = SimpleNamespace(**delta_kwargs)
-    choice = SimpleNamespace(index=0, delta=delta, finish_reason=finish_reason)
-    return _GeminiStreamChunk(
-        id=f"chatcmpl-{uuid.uuid4().hex[:12]}",
-        object="chat.completion.chunk",
-        created=int(time.time()),
-        model=model,
-        choices=[choice],
-        usage=None,
-    )
-
-
-def _iter_sse_events(response: httpx.Response) -> Iterator[Dict[str, Any]]:
-    buffer = ""
-    for chunk in response.iter_text():
-        if not chunk:
-            continue
-        buffer += chunk
-        while "\n" in buffer:
-            line, buffer = buffer.split("\n", 1)
-            line = line.rstrip("\r")
-            if not line:
-                continue
-            if not line.startswith("data: "):
-                continue
-            data = line[6:]
-            if data == "[DONE]":
-                return
-            try:
-                payload = json.loads(data)
-            except json.JSONDecodeError:
-                logger.debug("Non-JSON Gemini SSE line: %s", data[:200])
-                continue
-            if isinstance(payload, dict):
-                yield payload
-
-
-def translate_stream_event(event: Dict[str, Any], model: str, tool_call_indices: Dict[str, Dict[str, Any]]) -> List[_GeminiStreamChunk]:
-    candidates = event.get("candidates") or []
-    if not candidates:
-        return []
-    cand = candidates[0] if isinstance(candidates[0], dict) else {}
-    parts = ((cand.get("content") or {}).get("parts") or []) if isinstance(cand, dict) else []
-    chunks: List[_GeminiStreamChunk] = []
-
-    for part_index, part in enumerate(parts):
-        if not isinstance(part, dict):
-            continue
-        if part.get("thought") is True and isinstance(part.get("text"), str):
-            chunks.append(_make_stream_chunk(model=model, reasoning=part["text"]))
-            continue
-        if isinstance(part.get("text"), str) and part["text"]:
-            chunks.append(_make_stream_chunk(model=model, content=part["text"]))
-        fc = part.get("functionCall")
-        if isinstance(fc, dict) and fc.get("name"):
-            name = str(fc["name"])
-            try:
-                args_str = json.dumps(fc.get("args") or {}, ensure_ascii=False, sort_keys=True)
-            except (TypeError, ValueError):
-                args_str = "{}"
-            thought_signature = part.get("thoughtSignature") if isinstance(part.get("thoughtSignature"), str) else ""
-            call_key = json.dumps(
-                {
-                    "part_index": part_index,
-                    "name": name,
-                    "thought_signature": thought_signature,
-                },
-                sort_keys=True,
-            )
-            slot = tool_call_indices.get(call_key)
-            if slot is None:
-                slot = {
-                    "index": len(tool_call_indices),
-                    "id": f"call_{uuid.uuid4().hex[:12]}",
-                    "last_arguments": "",
-                }
-                tool_call_indices[call_key] = slot
-            emitted_arguments = args_str
-            last_arguments = str(slot.get("last_arguments") or "")
-            if last_arguments:
-                if args_str == last_arguments:
-                    emitted_arguments = ""
-                elif args_str.startswith(last_arguments):
-                    emitted_arguments = args_str[len(last_arguments):]
-            slot["last_arguments"] = args_str
-            chunks.append(
-                _make_stream_chunk(
-                    model=model,
-                    tool_call_delta={
-                        "index": slot["index"],
-                        "id": slot["id"],
-                        "name": name,
-                        "arguments": emitted_arguments,
-                        "extra_content": _tool_call_extra_from_part(part),
-                    },
-                )
-            )
-
-    finish_reason_raw = str(cand.get("finishReason") or "")
-    if finish_reason_raw:
-        mapped = "tool_calls" if tool_call_indices else _map_gemini_finish_reason(finish_reason_raw)
-        chunks.append(_make_stream_chunk(model=model, finish_reason=mapped))
-    return chunks
-
-
-def gemini_http_error(response: httpx.Response) -> GeminiAPIError:
-    status = response.status_code
-    body_text = ""
-    body_json: Dict[str, Any] = {}
-    try:
-        body_text = response.text
-    except Exception:
-        body_text = ""
-    if body_text:
-        try:
-            parsed = json.loads(body_text)
-            if isinstance(parsed, dict):
-                body_json = parsed
-        except (ValueError, TypeError):
-            body_json = {}
-
-    err_obj = body_json.get("error") if isinstance(body_json, dict) else None
-    if not isinstance(err_obj, dict):
-        err_obj = {}
-    err_status = str(err_obj.get("status") or "").strip()
-    err_message = str(err_obj.get("message") or "").strip()
-    _raw_details = err_obj.get("details")
-    details_list = _raw_details if isinstance(_raw_details, list) else []
-
-    reason = ""
-    retry_after: Optional[float] = None
-    metadata: Dict[str, Any] = {}
-    for detail in details_list:
-        if not isinstance(detail, dict):
-            continue
-        type_url = str(detail.get("@type") or "")
-        if not reason and type_url.endswith("/google.rpc.ErrorInfo"):
-            reason_value = detail.get("reason")
-            if isinstance(reason_value, str):
-                reason = reason_value
-            md = detail.get("metadata")
-            if isinstance(md, dict):
-                metadata = md
-    header_retry = response.headers.get("Retry-After") or response.headers.get("retry-after")
-    if header_retry:
-        try:
-            retry_after = float(header_retry)
-        except (TypeError, ValueError):
-            retry_after = None
-
-    code = f"gemini_http_{status}"
-    if status == 401:
-        code = "gemini_unauthorized"
-    elif status == 429:
-        code = "gemini_rate_limited"
-    elif status == 404:
-        code = "gemini_model_not_found"
-
-    if err_message:
-        message = f"Gemini HTTP {status} ({err_status or 'error'}): {err_message}"
-    else:
-        message = f"Gemini returned HTTP {status}: {body_text[:500]}"
-
-    return GeminiAPIError(
-        message,
-        code=code,
-        status_code=status,
-        response=response,
-        retry_after=retry_after,
-        details={
-            "status": err_status,
-            "reason": reason,
-            "metadata": metadata,
-            "message": err_message,
-        },
-    )
-
-
-class _GeminiChatCompletions:
-    def __init__(self, client: "GeminiNativeClient"):
-        self._client = client
-
-    def create(self, **kwargs: Any) -> Any:
-        return self._client._create_chat_completion(**kwargs)
-
-
-class _AsyncGeminiChatCompletions:
-    def __init__(self, client: "AsyncGeminiNativeClient"):
-        self._client = client
-
-    async def create(self, **kwargs: Any) -> Any:
-        return await self._client._create_chat_completion(**kwargs)
-
-
-class _GeminiChatNamespace:
-    def __init__(self, client: "GeminiNativeClient"):
-        self.completions = _GeminiChatCompletions(client)
-
-
-class _AsyncGeminiChatNamespace:
-    def __init__(self, client: "AsyncGeminiNativeClient"):
-        self.completions = _AsyncGeminiChatCompletions(client)
-
-
-class GeminiNativeClient:
-    """Minimal OpenAI-SDK-compatible facade over Gemini's native REST API."""
-
-    def __init__(
-        self,
-        *,
-        api_key: str,
-        base_url: Optional[str] = None,
-        default_headers: Optional[Dict[str, str]] = None,
-        timeout: Any = None,
-        http_client: Optional[httpx.Client] = None,
-        **_: Any,
-    ) -> None:
-        self.api_key = api_key
-        normalized_base = (base_url or DEFAULT_GEMINI_BASE_URL).rstrip("/")
-        if normalized_base.endswith("/openai"):
-            normalized_base = normalized_base[: -len("/openai")]
-        self.base_url = normalized_base
-        self._default_headers = dict(default_headers or {})
-        self.chat = _GeminiChatNamespace(self)
-        self.is_closed = False
-        self._http = http_client or httpx.Client(
-            timeout=timeout or httpx.Timeout(connect=15.0, read=600.0, write=30.0, pool=30.0)
-        )
-
-    def close(self) -> None:
-        self.is_closed = True
-        try:
-            self._http.close()
-        except Exception:
-            pass
-
-    def __enter__(self):
-        return self
-
-    def __exit__(self, exc_type, exc_val, exc_tb):
-        self.close()
-
-    def _headers(self) -> Dict[str, str]:
-        headers = {
-            "Content-Type": "application/json",
-            "Accept": "application/json",
-            "x-goog-api-key": self.api_key,
-            "User-Agent": "hermes-agent (gemini-native)",
-        }
-        headers.update(self._default_headers)
-        return headers
-
-    @staticmethod
-    def _advance_stream_iterator(iterator: Iterator[_GeminiStreamChunk]) -> tuple[bool, Optional[_GeminiStreamChunk]]:
-        try:
-            return False, next(iterator)
-        except StopIteration:
-            return True, None
-
-    def _create_chat_completion(
-        self,
-        *,
-        model: str = "gemini-2.5-flash",
-        messages: Optional[List[Dict[str, Any]]] = None,
-        stream: bool = False,
-        tools: Any = None,
-        tool_choice: Any = None,
-        temperature: Optional[float] = None,
-        max_tokens: Optional[int] = None,
-        top_p: Optional[float] = None,
-        stop: Any = None,
-        extra_body: Optional[Dict[str, Any]] = None,
-        timeout: Any = None,
-        **_: Any,
-    ) -> Any:
-        thinking_config = None
-        if isinstance(extra_body, dict):
-            thinking_config = extra_body.get("thinking_config") or extra_body.get("thinkingConfig")
-
-        request = build_gemini_request(
-            messages=messages or [],
-            tools=tools,
-            tool_choice=tool_choice,
-            temperature=temperature,
-            max_tokens=max_tokens,
-            top_p=top_p,
-            stop=stop,
-            thinking_config=thinking_config,
-        )
-
-        if stream:
-            return self._stream_completion(model=model, request=request, timeout=timeout)
-
-        url = f"{self.base_url}/models/{model}:generateContent"
-        response = self._http.post(url, json=request, headers=self._headers(), timeout=timeout)
-        if response.status_code != 200:
-            raise gemini_http_error(response)
-        try:
-            payload = response.json()
-        except ValueError as exc:
-            raise GeminiAPIError(
-                f"Invalid JSON from Gemini native API: {exc}",
-                code="gemini_invalid_json",
-                status_code=response.status_code,
-                response=response,
-            ) from exc
-        return translate_gemini_response(payload, model=model)
-
-    def _stream_completion(self, *, model: str, request: Dict[str, Any], timeout: Any = None) -> Iterator[_GeminiStreamChunk]:
-        url = f"{self.base_url}/models/{model}:streamGenerateContent?alt=sse"
-        stream_headers = dict(self._headers())
-        stream_headers["Accept"] = "text/event-stream"
-
-        def _generator() -> Iterator[_GeminiStreamChunk]:
-            try:
-                with self._http.stream("POST", url, json=request, headers=stream_headers, timeout=timeout) as response:
-                    if response.status_code != 200:
-                        response.read()
-                        raise gemini_http_error(response)
-                    tool_call_indices: Dict[str, Dict[str, Any]] = {}
-                    for event in _iter_sse_events(response):
-                        for chunk in translate_stream_event(event, model, tool_call_indices):
-                            yield chunk
-            except httpx.HTTPError as exc:
-                raise GeminiAPIError(
-                    f"Gemini streaming request failed: {exc}",
-                    code="gemini_stream_error",
-                ) from exc
-
-        return _generator()
-
-
-class AsyncGeminiNativeClient:
-    """Async wrapper used by auxiliary_client for native Gemini calls."""
-
-    def __init__(self, sync_client: GeminiNativeClient):
-        self._sync = sync_client
-        self.api_key = sync_client.api_key
-        self.base_url = sync_client.base_url
-        self.chat = _AsyncGeminiChatNamespace(self)
-
-    async def _create_chat_completion(self, **kwargs: Any) -> Any:
-        stream = bool(kwargs.get("stream"))
-        result = await asyncio.to_thread(self._sync.chat.completions.create, **kwargs)
-        if not stream:
-            return result
-
-        async def _async_stream() -> Any:
-            while True:
-                done, chunk = await asyncio.to_thread(self._sync._advance_stream_iterator, result)
-                if done:
-                    break
-                yield chunk
-
-        return _async_stream()
-
-    async def close(self) -> None:
-        await asyncio.to_thread(self._sync.close)

agent/gemini_schema.py

@@ -1,85 +0,0 @@
-"""Helpers for translating OpenAI-style tool schemas to Gemini's schema subset."""
-
-from __future__ import annotations
-
-from typing import Any, Dict, List
-
-# Gemini's ``FunctionDeclaration.parameters`` field accepts the ``Schema``
-# object, which is only a subset of OpenAPI 3.0 / JSON Schema.  Strip fields
-# outside that subset before sending Hermes tool schemas to Google.
-_GEMINI_SCHEMA_ALLOWED_KEYS = {
-    "type",
-    "format",
-    "title",
-    "description",
-    "nullable",
-    "enum",
-    "maxItems",
-    "minItems",
-    "properties",
-    "required",
-    "minProperties",
-    "maxProperties",
-    "minLength",
-    "maxLength",
-    "pattern",
-    "example",
-    "anyOf",
-    "propertyOrdering",
-    "default",
-    "items",
-    "minimum",
-    "maximum",
-}
-
-
-def sanitize_gemini_schema(schema: Any) -> Dict[str, Any]:
-    """Return a Gemini-compatible copy of a tool parameter schema.
-
-    Hermes tool schemas are OpenAI-flavored JSON Schema and may contain keys
-    such as ``$schema`` or ``additionalProperties`` that Google's Gemini
-    ``Schema`` object rejects.  This helper preserves the documented Gemini
-    subset and recursively sanitizes nested ``properties`` / ``items`` /
-    ``anyOf`` definitions.
-    """
-
-    if not isinstance(schema, dict):
-        return {}
-
-    cleaned: Dict[str, Any] = {}
-    for key, value in schema.items():
-        if key not in _GEMINI_SCHEMA_ALLOWED_KEYS:
-            continue
-        if key == "properties":
-            if not isinstance(value, dict):
-                continue
-            props: Dict[str, Any] = {}
-            for prop_name, prop_schema in value.items():
-                if not isinstance(prop_name, str):
-                    continue
-                props[prop_name] = sanitize_gemini_schema(prop_schema)
-            cleaned[key] = props
-            continue
-        if key == "items":
-            cleaned[key] = sanitize_gemini_schema(value)
-            continue
-        if key == "anyOf":
-            if not isinstance(value, list):
-                continue
-            cleaned[key] = [
-                sanitize_gemini_schema(item)
-                for item in value
-                if isinstance(item, dict)
-            ]
-            continue
-        cleaned[key] = value
-    return cleaned
-
-
-def sanitize_gemini_tool_parameters(parameters: Any) -> Dict[str, Any]:
-    """Normalize tool parameters to a valid Gemini object schema."""
-
-    cleaned = sanitize_gemini_schema(parameters)
-    if not cleaned:
-        return {"type": "object", "properties": {}}
-    return cleaned

agent/google_code_assist.py

@@ -1,453 +0,0 @@
-"""Google Code Assist API client — project discovery, onboarding, quota.
-
-The Code Assist API powers Google's official gemini-cli. It sits at
-``cloudcode-pa.googleapis.com`` and provides:
-
-- Free tier access (generous daily quota) for personal Google accounts
-- Paid tier access via GCP projects with billing / Workspace / Standard / Enterprise
-
-This module handles the control-plane dance needed before inference:
-
-1. ``load_code_assist()`` — probe the user's account to learn what tier they're on
-   and whether a ``cloudaicompanionProject`` is already assigned.
-2. ``onboard_user()`` — if the user hasn't been onboarded yet (new account, fresh
-   free tier, etc.), call this with the chosen tier + project id. Supports LRO
-   polling for slow provisioning.
-3. ``retrieve_user_quota()`` — fetch the ``buckets[]`` array showing remaining
-   quota per model, used by the ``/gquota`` slash command.
-
-VPC-SC handling: enterprise accounts under a VPC Service Controls perimeter
-will get ``SECURITY_POLICY_VIOLATED`` on ``load_code_assist``. We catch this
-and force the account to ``standard-tier`` so the call chain still succeeds.
-
-Derived from opencode-gemini-auth (MIT) and clawdbot/extensions/google. The
-request/response shapes are specific to Google's internal Code Assist API,
-documented nowhere public — we copy them from the reference implementations.
-"""
-
-from __future__ import annotations
-
-import json
-import logging
-import os
-import time
-import urllib.error
-import urllib.parse
-import urllib.request
-import uuid
-from dataclasses import dataclass, field
-from typing import Any, Dict, List, Optional
-
-logger = logging.getLogger(__name__)
-
-
-# =============================================================================
-# Constants
-# =============================================================================
-
-CODE_ASSIST_ENDPOINT = "https://cloudcode-pa.googleapis.com"
-
-# Fallback endpoints tried when prod returns an error during project discovery
-FALLBACK_ENDPOINTS = [
-    "https://daily-cloudcode-pa.sandbox.googleapis.com",
-    "https://autopush-cloudcode-pa.sandbox.googleapis.com",
-]
-
-# Tier identifiers that Google's API uses
-FREE_TIER_ID = "free-tier"
-LEGACY_TIER_ID = "legacy-tier"
-STANDARD_TIER_ID = "standard-tier"
-
-# Default HTTP headers matching gemini-cli's fingerprint.
-# Google may reject unrecognized User-Agents on these internal endpoints.
-_GEMINI_CLI_USER_AGENT = "google-api-nodejs-client/9.15.1 (gzip)"
-_X_GOOG_API_CLIENT = "gl-node/24.0.0"
-_DEFAULT_REQUEST_TIMEOUT = 30.0
-_ONBOARDING_POLL_ATTEMPTS = 12
-_ONBOARDING_POLL_INTERVAL_SECONDS = 5.0
-
-
-class CodeAssistError(RuntimeError):
-    """Exception raised by the Code Assist (``cloudcode-pa``) integration.
-
-    Carries HTTP status / response / retry-after metadata so the agent's
-    ``error_classifier._extract_status_code`` and the main loop's Retry-After
-    handling (which walks ``error.response.headers``) pick up the right
-    signals.  Without these, 429s from the OAuth path look like opaque
-    ``RuntimeError`` and skip the rate-limit path.
-    """
-
-    def __init__(
-        self,
-        message: str,
-        *,
-        code: str = "code_assist_error",
-        status_code: Optional[int] = None,
-        response: Any = None,
-        retry_after: Optional[float] = None,
-        details: Optional[Dict[str, Any]] = None,
-    ) -> None:
-        super().__init__(message)
-        self.code = code
-        # ``status_code`` is picked up by ``agent.error_classifier._extract_status_code``
-        # so a 429 from Code Assist classifies as FailoverReason.rate_limit and
-        # triggers the main loop's fallback_providers chain the same way SDK
-        # errors do.
-        self.status_code = status_code
-        # ``response`` is the underlying ``httpx.Response`` (or a shim with a
-        # ``.headers`` mapping and ``.json()`` method).  The main loop reads
-        # ``error.response.headers["Retry-After"]`` to honor Google's retry
-        # hints when the backend throttles us.
-        self.response = response
-        # Parsed ``Retry-After`` seconds (kept separately for convenience —
-        # Google returns retry hints in both the header and the error body's
-        # ``google.rpc.RetryInfo`` details, and we pick whichever we found).
-        self.retry_after = retry_after
-        # Parsed structured error details from the Google error envelope
-        # (e.g. ``{"reason": "MODEL_CAPACITY_EXHAUSTED", "status": "RESOURCE_EXHAUSTED"}``).
-        # Useful for logging and for tests that want to assert on specifics.
-        self.details = details or {}
-
-
-class ProjectIdRequiredError(CodeAssistError):
-    def __init__(self, message: str = "GCP project id required for this tier") -> None:
-        super().__init__(message, code="code_assist_project_id_required")
-
-
-# =============================================================================
-# HTTP primitive (auth via Bearer token passed per-call)
-# =============================================================================
-
-def _build_headers(access_token: str, *, user_agent_model: str = "") -> Dict[str, str]:
-    ua = _GEMINI_CLI_USER_AGENT
-    if user_agent_model:
-        ua = f"{ua} model/{user_agent_model}"
-    return {
-        "Content-Type": "application/json",
-        "Accept": "application/json",
-        "Authorization": f"Bearer {access_token}",
-        "User-Agent": ua,
-        "X-Goog-Api-Client": _X_GOOG_API_CLIENT,
-        "x-activity-request-id": str(uuid.uuid4()),
-    }
-
-
-def _client_metadata() -> Dict[str, str]:
-    """Match Google's gemini-cli exactly — unrecognized metadata may be rejected."""
-    return {
-        "ideType": "IDE_UNSPECIFIED",
-        "platform": "PLATFORM_UNSPECIFIED",
-        "pluginType": "GEMINI",
-    }
-
-
-def _post_json(
-    url: str,
-    body: Dict[str, Any],
-    access_token: str,
-    *,
-    timeout: float = _DEFAULT_REQUEST_TIMEOUT,
-    user_agent_model: str = "",
-) -> Dict[str, Any]:
-    data = json.dumps(body).encode("utf-8")
-    request = urllib.request.Request(
-        url, data=data, method="POST",
-        headers=_build_headers(access_token, user_agent_model=user_agent_model),
-    )
-    try:
-        with urllib.request.urlopen(request, timeout=timeout) as response:
-            raw = response.read().decode("utf-8", errors="replace")
-            return json.loads(raw) if raw else {}
-    except urllib.error.HTTPError as exc:
-        detail = ""
-        try:
-            detail = exc.read().decode("utf-8", errors="replace")
-        except Exception:
-            pass
-        # Special case: VPC-SC violation should be distinguishable
-        if _is_vpc_sc_violation(detail):
-            raise CodeAssistError(
-                f"VPC-SC policy violation: {detail}",
-                code="code_assist_vpc_sc",
-            ) from exc
-        raise CodeAssistError(
-            f"Code Assist HTTP {exc.code}: {detail or exc.reason}",
-            code=f"code_assist_http_{exc.code}",
-        ) from exc
-    except urllib.error.URLError as exc:
-        raise CodeAssistError(
-            f"Code Assist request failed: {exc}",
-            code="code_assist_network_error",
-        ) from exc
-
-
-def _is_vpc_sc_violation(body: str) -> bool:
-    """Detect a VPC Service Controls violation from a response body."""
-    if not body:
-        return False
-    try:
-        parsed = json.loads(body)
-    except (json.JSONDecodeError, ValueError):
-        return "SECURITY_POLICY_VIOLATED" in body
-    # Walk the nested error structure Google uses
-    error = parsed.get("error") if isinstance(parsed, dict) else None
-    if not isinstance(error, dict):
-        return False
-    details = error.get("details") or []
-    if isinstance(details, list):
-        for item in details:
-            if isinstance(item, dict):
-                reason = item.get("reason") or ""
-                if reason == "SECURITY_POLICY_VIOLATED":
-                    return True
-    msg = str(error.get("message", ""))
-    return "SECURITY_POLICY_VIOLATED" in msg
-
-
-# =============================================================================
-# load_code_assist — discovers current tier + assigned project
-# =============================================================================
-
-@dataclass
-class CodeAssistProjectInfo:
-    """Result from ``load_code_assist``."""
-    current_tier_id: str = ""
-    cloudaicompanion_project: str = ""   # Google-managed project (free tier)
-    allowed_tiers: List[str] = field(default_factory=list)
-    raw: Dict[str, Any] = field(default_factory=dict)
-
-
-def load_code_assist(
-    access_token: str,
-    *,
-    project_id: str = "",
-    user_agent_model: str = "",
-) -> CodeAssistProjectInfo:
-    """Call ``POST /v1internal:loadCodeAssist`` with prod → sandbox fallback.
-
-    Returns whatever tier + project info Google reports. On VPC-SC violations,
-    returns a synthetic ``standard-tier`` result so the chain can continue.
-    """
-    body: Dict[str, Any] = {
-        "metadata": {
-            "duetProject": project_id,
-            **_client_metadata(),
-        },
-    }
-    if project_id:
-        body["cloudaicompanionProject"] = project_id
-
-    endpoints = [CODE_ASSIST_ENDPOINT] + FALLBACK_ENDPOINTS
-    last_err: Optional[Exception] = None
-    for endpoint in endpoints:
-        url = f"{endpoint}/v1internal:loadCodeAssist"
-        try:
-            resp = _post_json(url, body, access_token, user_agent_model=user_agent_model)
-            return _parse_load_response(resp)
-        except CodeAssistError as exc:
-            if exc.code == "code_assist_vpc_sc":
-                logger.info("VPC-SC violation on %s — defaulting to standard-tier", endpoint)
-                return CodeAssistProjectInfo(
-                    current_tier_id=STANDARD_TIER_ID,
-                    cloudaicompanion_project=project_id,
-                )
-            last_err = exc
-            logger.warning("loadCodeAssist failed on %s: %s", endpoint, exc)
-            continue
-    if last_err:
-        raise last_err
-    return CodeAssistProjectInfo()
-
-
-def _parse_load_response(resp: Dict[str, Any]) -> CodeAssistProjectInfo:
-    current_tier = resp.get("currentTier") or {}
-    tier_id = str(current_tier.get("id") or "") if isinstance(current_tier, dict) else ""
-    project = str(resp.get("cloudaicompanionProject") or "")
-    allowed = resp.get("allowedTiers") or []
-    allowed_ids: List[str] = []
-    if isinstance(allowed, list):
-        for t in allowed:
-            if isinstance(t, dict):
-                tid = str(t.get("id") or "")
-                if tid:
-                    allowed_ids.append(tid)
-    return CodeAssistProjectInfo(
-        current_tier_id=tier_id,
-        cloudaicompanion_project=project,
-        allowed_tiers=allowed_ids,
-        raw=resp,
-    )
-
-
-# =============================================================================
-# onboard_user — provisions a new user on a tier (with LRO polling)
-# =============================================================================
-
-def onboard_user(
-    access_token: str,
-    *,
-    tier_id: str,
-    project_id: str = "",
-    user_agent_model: str = "",
-) -> Dict[str, Any]:
-    """Call ``POST /v1internal:onboardUser`` to provision the user.
-
-    For paid tiers, ``project_id`` is REQUIRED (raises ProjectIdRequiredError).
-    For free tiers, ``project_id`` is optional — Google will assign one.
-
-    Returns the final operation response. Polls ``/v1internal/<name>`` for up
-    to ``_ONBOARDING_POLL_ATTEMPTS`` × ``_ONBOARDING_POLL_INTERVAL_SECONDS``
-    (default: 12 × 5s = 1 min).
-    """
-    if tier_id != FREE_TIER_ID and tier_id != LEGACY_TIER_ID and not project_id:
-        raise ProjectIdRequiredError(
-            f"Tier {tier_id!r} requires a GCP project id. "
-            "Set HERMES_GEMINI_PROJECT_ID or GOOGLE_CLOUD_PROJECT."
-        )
-
-    body: Dict[str, Any] = {
-        "tierId": tier_id,
-        "metadata": _client_metadata(),
-    }
-    if project_id:
-        body["cloudaicompanionProject"] = project_id
-
-    endpoint = CODE_ASSIST_ENDPOINT
-    url = f"{endpoint}/v1internal:onboardUser"
-    resp = _post_json(url, body, access_token, user_agent_model=user_agent_model)
-
-    # Poll if LRO (long-running operation)
-    if not resp.get("done"):
-        op_name = resp.get("name", "")
-        if not op_name:
-            return resp
-        for attempt in range(_ONBOARDING_POLL_ATTEMPTS):
-            time.sleep(_ONBOARDING_POLL_INTERVAL_SECONDS)
-            poll_url = f"{endpoint}/v1internal/{op_name}"
-            try:
-                poll_resp = _post_json(poll_url, {}, access_token, user_agent_model=user_agent_model)
-            except CodeAssistError as exc:
-                logger.warning("Onboarding poll attempt %d failed: %s", attempt + 1, exc)
-                continue
-            if poll_resp.get("done"):
-                return poll_resp
-        logger.warning("Onboarding did not complete within %d attempts", _ONBOARDING_POLL_ATTEMPTS)
-    return resp
-
-
-# =============================================================================
-# retrieve_user_quota — for /gquota
-# =============================================================================
-
-@dataclass
-class QuotaBucket:
-    model_id: str
-    token_type: str = ""
-    remaining_fraction: float = 0.0
-    reset_time_iso: str = ""
-    raw: Dict[str, Any] = field(default_factory=dict)
-
-
-def retrieve_user_quota(
-    access_token: str,
-    *,
-    project_id: str = "",
-    user_agent_model: str = "",
-) -> List[QuotaBucket]:
-    """Call ``POST /v1internal:retrieveUserQuota`` and parse ``buckets[]``."""
-    body: Dict[str, Any] = {}
-    if project_id:
-        body["project"] = project_id
-    url = f"{CODE_ASSIST_ENDPOINT}/v1internal:retrieveUserQuota"
-    resp = _post_json(url, body, access_token, user_agent_model=user_agent_model)
-    raw_buckets = resp.get("buckets") or []
-    buckets: List[QuotaBucket] = []
-    if not isinstance(raw_buckets, list):
-        return buckets
-    for b in raw_buckets:
-        if not isinstance(b, dict):
-            continue
-        buckets.append(QuotaBucket(
-            model_id=str(b.get("modelId") or ""),
-            token_type=str(b.get("tokenType") or ""),
-            remaining_fraction=float(b.get("remainingFraction") or 0.0),
-            reset_time_iso=str(b.get("resetTime") or ""),
-            raw=b,
-        ))
-    return buckets
-
-
-# =============================================================================
-# Project context resolution
-# =============================================================================
-
-@dataclass
-class ProjectContext:
-    """Resolved state for a given OAuth session."""
-    project_id: str = ""           # effective project id sent on requests
-    managed_project_id: str = ""   # Google-assigned project (free tier)
-    tier_id: str = ""
-    source: str = ""               # "env", "config", "discovered", "onboarded"
-
-
-def resolve_project_context(
-    access_token: str,
-    *,
-    configured_project_id: str = "",
-    env_project_id: str = "",
-    user_agent_model: str = "",
-) -> ProjectContext:
-    """Figure out what project id + tier to use for requests.
-
-    Priority:
-      1. If configured_project_id or env_project_id is set, use that directly
-         and short-circuit (no discovery needed).
-      2. Otherwise call loadCodeAssist to see what Google says.
-      3. If no tier assigned yet, onboard the user (free tier default).
-    """
-    # Short-circuit: caller provided a project id
-    if configured_project_id:
-        return ProjectContext(
-            project_id=configured_project_id,
-            tier_id=STANDARD_TIER_ID,  # assume paid since they specified one
-            source="config",
-        )
-    if env_project_id:
-        return ProjectContext(
-            project_id=env_project_id,
-            tier_id=STANDARD_TIER_ID,
-            source="env",
-        )
-
-    # Discover via loadCodeAssist
-    info = load_code_assist(access_token, user_agent_model=user_agent_model)
-
-    effective_project = info.cloudaicompanion_project
-    tier = info.current_tier_id
-
-    if not tier:
-        # User hasn't been onboarded — provision them on free tier
-        onboard_resp = onboard_user(
-            access_token,
-            tier_id=FREE_TIER_ID,
-            project_id="",
-            user_agent_model=user_agent_model,
-        )
-        # Re-parse from the onboard response
-        response_body = onboard_resp.get("response") or {}
-        if isinstance(response_body, dict):
-            effective_project = (
-                effective_project
-                or str(response_body.get("cloudaicompanionProject") or "")
-            )
-        tier = FREE_TIER_ID
-        source = "onboarded"
-    else:
-        source = "discovered"
-
-    return ProjectContext(
-        project_id=effective_project,
-        managed_project_id=effective_project if tier == FREE_TIER_ID else "",
-        tier_id=tier,
-        source=source,
-    )

agent/image_gen_provider.py

@@ -1,242 +0,0 @@
-"""
-Image Generation Provider ABC
-=============================
-
-Defines the pluggable-backend interface for image generation. Providers register
-instances via ``PluginContext.register_image_gen_provider()``; the active one
-(selected via ``image_gen.provider`` in ``config.yaml``) services every
-``image_generate`` tool call.
-
-Providers live in ``<repo>/plugins/image_gen/<name>/`` (built-in, auto-loaded
-as ``kind: backend``) or ``~/.hermes/plugins/image_gen/<name>/`` (user, opt-in
-via ``plugins.enabled``).
-
-Response shape
---------------
-All providers return a dict that :func:`success_response` / :func:`error_response`
-produce. The tool wrapper JSON-serializes it. Keys:
-
-    success        bool
-    image          str | None       URL or absolute file path
-    model          str              provider-specific model identifier
-    prompt         str              echoed prompt
-    aspect_ratio   str              "landscape" | "square" | "portrait"
-    provider       str              provider name (for diagnostics)
-    error          str              only when success=False
-    error_type     str              only when success=False
-"""
-
-from __future__ import annotations
-
-import abc
-import base64
-import datetime
-import logging
-import uuid
-from pathlib import Path
-from typing import Any, Dict, List, Optional, Tuple
-
-logger = logging.getLogger(__name__)
-
-
-VALID_ASPECT_RATIOS: Tuple[str, ...] = ("landscape", "square", "portrait")
-DEFAULT_ASPECT_RATIO = "landscape"
-
-
-# ---------------------------------------------------------------------------
-# ABC
-# ---------------------------------------------------------------------------
-
-
-class ImageGenProvider(abc.ABC):
-    """Abstract base class for an image generation backend.
-
-    Subclasses must implement :meth:`generate`. Everything else has sane
-    defaults — override only what your provider needs.
-    """
-
-    @property
-    @abc.abstractmethod
-    def name(self) -> str:
-        """Stable short identifier used in ``image_gen.provider`` config.
-
-        Lowercase, no spaces. Examples: ``fal``, ``openai``, ``replicate``.
-        """
-
-    @property
-    def display_name(self) -> str:
-        """Human-readable label shown in ``hermes tools``. Defaults to ``name.title()``."""
-        return self.name.title()
-
-    def is_available(self) -> bool:
-        """Return True when this provider can service calls.
-
-        Typically checks for a required API key. Default: True
-        (providers with no external dependencies are always available).
-        """
-        return True
-
-    def list_models(self) -> List[Dict[str, Any]]:
-        """Return catalog entries for ``hermes tools`` model picker.
-
-        Each entry::
-
-            {
-                "id": "gpt-image-1.5",               # required
-                "display": "GPT Image 1.5",          # optional; defaults to id
-                "speed": "~10s",                     # optional
-                "strengths": "...",                  # optional
-                "price": "$...",                     # optional
-            }
-
-        Default: empty list (provider has no user-selectable models).
-        """
-        return []
-
-    def get_setup_schema(self) -> Dict[str, Any]:
-        """Return provider metadata for the ``hermes tools`` picker.
-
-        Used by ``tools_config.py`` to inject this provider as a row in
-        the Image Generation provider list. Shape::
-
-            {
-                "name": "OpenAI",                     # picker label
-                "badge": "paid",                      # optional short tag
-                "tag": "One-line description...",     # optional subtitle
-                "env_vars": [                         # keys to prompt for
-                    {"key": "OPENAI_API_KEY",
-                     "prompt": "OpenAI API key",
-                     "url": "https://platform.openai.com/api-keys"},
-                ],
-            }
-
-        Default: minimal entry derived from ``display_name``. Override to
-        expose API key prompts and custom badges.
-        """
-        return {
-            "name": self.display_name,
-            "badge": "",
-            "tag": "",
-            "env_vars": [],
-        }
-
-    def default_model(self) -> Optional[str]:
-        """Return the default model id, or None if not applicable."""
-        models = self.list_models()
-        if models:
-            return models[0].get("id")
-        return None
-
-    @abc.abstractmethod
-    def generate(
-        self,
-        prompt: str,
-        aspect_ratio: str = DEFAULT_ASPECT_RATIO,
-        **kwargs: Any,
-    ) -> Dict[str, Any]:
-        """Generate an image.
-
-        Implementations should return the dict from :func:`success_response`
-        or :func:`error_response`. ``kwargs`` may contain forward-compat
-        parameters future versions of the schema will expose — implementations
-        should ignore unknown keys.
-        """
-
-
-# ---------------------------------------------------------------------------
-# Helpers
-# ---------------------------------------------------------------------------
-
-
-def resolve_aspect_ratio(value: Optional[str]) -> str:
-    """Clamp an aspect_ratio value to the valid set, defaulting to landscape.
-
-    Invalid values are coerced rather than rejected so the tool surface is
-    forgiving of agent mistakes.
-    """
-    if not isinstance(value, str):
-        return DEFAULT_ASPECT_RATIO
-    v = value.strip().lower()
-    if v in VALID_ASPECT_RATIOS:
-        return v
-    return DEFAULT_ASPECT_RATIO
-
-
-def _images_cache_dir() -> Path:
-    """Return ``$HERMES_HOME/cache/images/``, creating parents as needed."""
-    from hermes_constants import get_hermes_home
-
-    path = get_hermes_home() / "cache" / "images"
-    path.mkdir(parents=True, exist_ok=True)
-    return path
-
-
-def save_b64_image(
-    b64_data: str,
-    *,
-    prefix: str = "image",
-    extension: str = "png",
-) -> Path:
-    """Decode base64 image data and write it under ``$HERMES_HOME/cache/images/``.
-
-    Returns the absolute :class:`Path` to the saved file.
-
-    Filename format: ``<prefix>_<YYYYMMDD_HHMMSS>_<short-uuid>.<ext>``.
-    """
-    raw = base64.b64decode(b64_data)
-    ts = datetime.datetime.now().strftime("%Y%m%d_%H%M%S")
-    short = uuid.uuid4().hex[:8]
-    path = _images_cache_dir() / f"{prefix}_{ts}_{short}.{extension}"
-    path.write_bytes(raw)
-    return path
-
-
-def success_response(
-    *,
-    image: str,
-    model: str,
-    prompt: str,
-    aspect_ratio: str,
-    provider: str,
-    extra: Optional[Dict[str, Any]] = None,
-) -> Dict[str, Any]:
-    """Build a uniform success response dict.
-
-    ``image`` may be an HTTP URL or an absolute filesystem path (for b64
-    providers like OpenAI). Callers that need to pass through additional
-    backend-specific fields can supply ``extra``.
-    """
-    payload: Dict[str, Any] = {
-        "success": True,
-        "image": image,
-        "model": model,
-        "prompt": prompt,
-        "aspect_ratio": aspect_ratio,
-        "provider": provider,
-    }
-    if extra:
-        for k, v in extra.items():
-            payload.setdefault(k, v)
-    return payload
-
-
-def error_response(
-    *,
-    error: str,
-    error_type: str = "provider_error",
-    provider: str = "",
-    model: str = "",
-    prompt: str = "",
-    aspect_ratio: str = DEFAULT_ASPECT_RATIO,
-) -> Dict[str, Any]:
-    """Build a uniform error response dict."""
-    return {
-        "success": False,
-        "image": None,
-        "error": error,
-        "error_type": error_type,
-        "model": model,
-        "prompt": prompt,
-        "aspect_ratio": aspect_ratio,
-        "provider": provider,
-    }

agent/image_gen_registry.py

@@ -1,120 +0,0 @@
-"""
-Image Generation Provider Registry
-==================================
-
-Central map of registered providers. Populated by plugins at import-time via
-``PluginContext.register_image_gen_provider()``; consumed by the
-``image_generate`` tool to dispatch each call to the active backend.
-
-Active selection
-----------------
-The active provider is chosen by ``image_gen.provider`` in ``config.yaml``.
-If unset, :func:`get_active_provider` applies fallback logic:
-
-1. If exactly one provider is registered, use it.
-2. Otherwise if a provider named ``fal`` is registered, use it (legacy
-   default — matches pre-plugin behavior).
-3. Otherwise return ``None`` (the tool surfaces a helpful error pointing
-   the user at ``hermes tools``).
-"""
-
-from __future__ import annotations
-
-import logging
-import threading
-from typing import Dict, List, Optional
-
-from agent.image_gen_provider import ImageGenProvider
-
-logger = logging.getLogger(__name__)
-
-
-_providers: Dict[str, ImageGenProvider] = {}
-_lock = threading.Lock()
-
-
-def register_provider(provider: ImageGenProvider) -> None:
-    """Register an image generation provider.
-
-    Re-registration (same ``name``) overwrites the previous entry and logs
-    a debug message — this makes hot-reload scenarios (tests, dev loops)
-    behave predictably.
-    """
-    if not isinstance(provider, ImageGenProvider):
-        raise TypeError(
-            f"register_provider() expects an ImageGenProvider instance, "
-            f"got {type(provider).__name__}"
-        )
-    name = provider.name
-    if not isinstance(name, str) or not name.strip():
-        raise ValueError("Image gen provider .name must be a non-empty string")
-    with _lock:
-        existing = _providers.get(name)
-        _providers[name] = provider
-    if existing is not None:
-        logger.debug("Image gen provider '%s' re-registered (was %r)", name, type(existing).__name__)
-    else:
-        logger.debug("Registered image gen provider '%s' (%s)", name, type(provider).__name__)
-
-
-def list_providers() -> List[ImageGenProvider]:
-    """Return all registered providers, sorted by name."""
-    with _lock:
-        items = list(_providers.values())
-    return sorted(items, key=lambda p: p.name)
-
-
-def get_provider(name: str) -> Optional[ImageGenProvider]:
-    """Return the provider registered under *name*, or None."""
-    if not isinstance(name, str):
-        return None
-    with _lock:
-        return _providers.get(name.strip())
-
-
-def get_active_provider() -> Optional[ImageGenProvider]:
-    """Resolve the currently-active provider.
-
-    Reads ``image_gen.provider`` from config.yaml; falls back per the
-    module docstring.
-    """
-    configured: Optional[str] = None
-    try:
-        from hermes_cli.config import load_config
-
-        cfg = load_config()
-        section = cfg.get("image_gen") if isinstance(cfg, dict) else None
-        if isinstance(section, dict):
-            raw = section.get("provider")
-            if isinstance(raw, str) and raw.strip():
-                configured = raw.strip()
-    except Exception as exc:
-        logger.debug("Could not read image_gen.provider from config: %s", exc)
-
-    with _lock:
-        snapshot = dict(_providers)
-
-    if configured:
-        provider = snapshot.get(configured)
-        if provider is not None:
-            return provider
-        logger.debug(
-            "image_gen.provider='%s' configured but not registered; falling back",
-            configured,
-        )
-
-    # Fallback: single-provider case
-    if len(snapshot) == 1:
-        return next(iter(snapshot.values()))
-
-    # Fallback: prefer legacy FAL for backward compat
-    if "fal" in snapshot:
-        return snapshot["fal"]
-
-    return None
-
-
-def _reset_for_tests() -> None:
-    """Clear the registry. **Test-only.**"""
-    with _lock:
-        _providers.clear()

agent/insights.py

@@ -1,930 +0,0 @@
-"""
-Session Insights Engine for Hermes Agent.
-
-Analyzes historical session data from the SQLite state database to produce
-comprehensive usage insights — token consumption, cost estimates, tool usage
-patterns, activity trends, model/platform breakdowns, and session metrics.
-
-Inspired by Claude Code's /insights command, adapted for Hermes Agent's
-multi-platform architecture with additional cost estimation and platform
-breakdown capabilities.
-
-Usage:
-    from agent.insights import InsightsEngine
-    engine = InsightsEngine(db)
-    report = engine.generate(days=30)
-    print(engine.format_terminal(report))
-"""
-
-import json
-import time
-from collections import Counter, defaultdict
-from datetime import datetime
-from typing import Any, Dict, List
-
-from agent.usage_pricing import (
-    CanonicalUsage,
-    DEFAULT_PRICING,
-    estimate_usage_cost,
-    format_duration_compact,
-    has_known_pricing,
-)
-
-_DEFAULT_PRICING = DEFAULT_PRICING
-
-
-def _has_known_pricing(model_name: str, provider: str = None, base_url: str = None) -> bool:
-    """Check if a model has known pricing (vs unknown/custom endpoint)."""
-    return has_known_pricing(model_name, provider=provider, base_url=base_url)
-
-
-def _estimate_cost(
-    session_or_model: Dict[str, Any] | str,
-    input_tokens: int = 0,
-    output_tokens: int = 0,
-    *,
-    cache_read_tokens: int = 0,
-    cache_write_tokens: int = 0,
-    provider: str = None,
-    base_url: str = None,
-) -> tuple[float, str]:
-    """Estimate the USD cost for a session row or a model/token tuple."""
-    if isinstance(session_or_model, dict):
-        session = session_or_model
-        model = session.get("model") or ""
-        usage = CanonicalUsage(
-            input_tokens=session.get("input_tokens") or 0,
-            output_tokens=session.get("output_tokens") or 0,
-            cache_read_tokens=session.get("cache_read_tokens") or 0,
-            cache_write_tokens=session.get("cache_write_tokens") or 0,
-        )
-        provider = session.get("billing_provider")
-        base_url = session.get("billing_base_url")
-    else:
-        model = session_or_model or ""
-        usage = CanonicalUsage(
-            input_tokens=input_tokens,
-            output_tokens=output_tokens,
-            cache_read_tokens=cache_read_tokens,
-            cache_write_tokens=cache_write_tokens,
-        )
-    result = estimate_usage_cost(
-        model,
-        usage,
-        provider=provider,
-        base_url=base_url,
-    )
-    return float(result.amount_usd or 0.0), result.status
-
-
-def _format_duration(seconds: float) -> str:
-    """Format seconds into a human-readable duration string."""
-    return format_duration_compact(seconds)
-
-
-def _bar_chart(values: List[int], max_width: int = 20) -> List[str]:
-    """Create simple horizontal bar chart strings from values."""
-    peak = max(values) if values else 1
-    if peak == 0:
-        return ["" for _ in values]
-    return ["█" * max(1, int(v / peak * max_width)) if v > 0 else "" for v in values]
-
-
-class InsightsEngine:
-    """
-    Analyzes session history and produces usage insights.
-
-    Works directly with a SessionDB instance (or raw sqlite3 connection)
-    to query session and message data.
-    """
-
-    def __init__(self, db):
-        """
-        Initialize with a SessionDB instance.
-
-        Args:
-            db: A SessionDB instance (from hermes_state.py)
-        """
-        self.db = db
-        self._conn = db._conn
-
-    def generate(self, days: int = 30, source: str = None) -> Dict[str, Any]:
-        """
-        Generate a complete insights report.
-
-        Args:
-            days: Number of days to look back (default: 30)
-            source: Optional filter by source platform
-
-        Returns:
-            Dict with all computed insights
-        """
-        cutoff = time.time() - (days * 86400)
-
-        # Gather raw data
-        sessions = self._get_sessions(cutoff, source)
-        tool_usage = self._get_tool_usage(cutoff, source)
-        skill_usage = self._get_skill_usage(cutoff, source)
-        message_stats = self._get_message_stats(cutoff, source)
-
-        if not sessions:
-            return {
-                "days": days,
-                "source_filter": source,
-                "empty": True,
-                "overview": {},
-                "models": [],
-                "platforms": [],
-                "tools": [],
-                "skills": {
-                    "summary": {
-                        "total_skill_loads": 0,
-                        "total_skill_edits": 0,
-                        "total_skill_actions": 0,
-                        "distinct_skills_used": 0,
-                    },
-                    "top_skills": [],
-                },
-                "activity": {},
-                "top_sessions": [],
-            }
-
-        # Compute insights
-        overview = self._compute_overview(sessions, message_stats)
-        models = self._compute_model_breakdown(sessions)
-        platforms = self._compute_platform_breakdown(sessions)
-        tools = self._compute_tool_breakdown(tool_usage)
-        skills = self._compute_skill_breakdown(skill_usage)
-        activity = self._compute_activity_patterns(sessions)
-        top_sessions = self._compute_top_sessions(sessions)
-
-        return {
-            "days": days,
-            "source_filter": source,
-            "empty": False,
-            "generated_at": time.time(),
-            "overview": overview,
-            "models": models,
-            "platforms": platforms,
-            "tools": tools,
-            "skills": skills,
-            "activity": activity,
-            "top_sessions": top_sessions,
-        }
-
-    # =========================================================================
-    # Data gathering (SQL queries)
-    # =========================================================================
-
-    # Columns we actually need (skip system_prompt, model_config blobs)
-    _SESSION_COLS = ("id, source, model, started_at, ended_at, "
-                     "message_count, tool_call_count, input_tokens, output_tokens, "
-                     "cache_read_tokens, cache_write_tokens, billing_provider, "
-                     "billing_base_url, billing_mode, estimated_cost_usd, "
-                     "actual_cost_usd, cost_status, cost_source")
-
-    # Pre-computed query strings — f-string evaluated once at class definition,
-    # not at runtime, so no user-controlled value can alter the query structure.
-    _GET_SESSIONS_WITH_SOURCE = (
-        f"SELECT {_SESSION_COLS} FROM sessions"
-        " WHERE started_at >= ? AND source = ?"
-        " ORDER BY started_at DESC"
-    )
-    _GET_SESSIONS_ALL = (
-        f"SELECT {_SESSION_COLS} FROM sessions"
-        " WHERE started_at >= ?"
-        " ORDER BY started_at DESC"
-    )
-
-    def _get_sessions(self, cutoff: float, source: str = None) -> List[Dict]:
-        """Fetch sessions within the time window."""
-        if source:
-            cursor = self._conn.execute(self._GET_SESSIONS_WITH_SOURCE, (cutoff, source))
-        else:
-            cursor = self._conn.execute(self._GET_SESSIONS_ALL, (cutoff,))
-        return [dict(row) for row in cursor.fetchall()]
-
-    def _get_tool_usage(self, cutoff: float, source: str = None) -> List[Dict]:
-        """Get tool call counts from messages.
-
-        Uses two sources:
-        1. tool_name column on 'tool' role messages (set by gateway)
-        2. tool_calls JSON on 'assistant' role messages (covers CLI where
-           tool_name is not populated on tool responses)
-        """
-        tool_counts = Counter()
-
-        # Source 1: explicit tool_name on tool response messages
-        if source:
-            cursor = self._conn.execute(
-                """SELECT m.tool_name, COUNT(*) as count
-                   FROM messages m
-                   JOIN sessions s ON s.id = m.session_id
-                   WHERE s.started_at >= ? AND s.source = ?
-                     AND m.role = 'tool' AND m.tool_name IS NOT NULL
-                   GROUP BY m.tool_name
-                   ORDER BY count DESC""",
-                (cutoff, source),
-            )
-        else:
-            cursor = self._conn.execute(
-                """SELECT m.tool_name, COUNT(*) as count
-                   FROM messages m
-                   JOIN sessions s ON s.id = m.session_id
-                   WHERE s.started_at >= ?
-                     AND m.role = 'tool' AND m.tool_name IS NOT NULL
-                   GROUP BY m.tool_name
-                   ORDER BY count DESC""",
-                (cutoff,),
-            )
-        for row in cursor.fetchall():
-            tool_counts[row["tool_name"]] += row["count"]
-
-        # Source 2: extract from tool_calls JSON on assistant messages
-        # (covers CLI sessions where tool_name is NULL on tool responses)
-        if source:
-            cursor2 = self._conn.execute(
-                """SELECT m.tool_calls
-                   FROM messages m
-                   JOIN sessions s ON s.id = m.session_id
-                   WHERE s.started_at >= ? AND s.source = ?
-                     AND m.role = 'assistant' AND m.tool_calls IS NOT NULL""",
-                (cutoff, source),
-            )
-        else:
-            cursor2 = self._conn.execute(
-                """SELECT m.tool_calls
-                   FROM messages m
-                   JOIN sessions s ON s.id = m.session_id
-                   WHERE s.started_at >= ?
-                     AND m.role = 'assistant' AND m.tool_calls IS NOT NULL""",
-                (cutoff,),
-            )
-
-        tool_calls_counts = Counter()
-        for row in cursor2.fetchall():
-            try:
-                calls = row["tool_calls"]
-                if isinstance(calls, str):
-                    calls = json.loads(calls)
-                if isinstance(calls, list):
-                    for call in calls:
-                        func = call.get("function", {}) if isinstance(call, dict) else {}
-                        name = func.get("name")
-                        if name:
-                            tool_calls_counts[name] += 1
-            except (json.JSONDecodeError, TypeError, AttributeError):
-                continue
-
-        # Merge: prefer tool_name source, supplement with tool_calls source
-        # for tools not already counted
-        if not tool_counts and tool_calls_counts:
-            # No tool_name data at all — use tool_calls exclusively
-            tool_counts = tool_calls_counts
-        elif tool_counts and tool_calls_counts:
-            # Both sources have data — use whichever has the higher count per tool
-            # (they may overlap, so take the max to avoid double-counting)
-            all_tools = set(tool_counts) | set(tool_calls_counts)
-            merged = Counter()
-            for tool in all_tools:
-                merged[tool] = max(tool_counts.get(tool, 0), tool_calls_counts.get(tool, 0))
-            tool_counts = merged
-
-        # Convert to the expected format
-        return [
-            {"tool_name": name, "count": count}
-            for name, count in tool_counts.most_common()
-        ]
-
-    def _get_skill_usage(self, cutoff: float, source: str = None) -> List[Dict]:
-        """Extract per-skill usage from assistant tool calls."""
-        skill_counts: Dict[str, Dict[str, Any]] = {}
-
-        if source:
-            cursor = self._conn.execute(
-                """SELECT m.tool_calls, m.timestamp
-                   FROM messages m
-                   JOIN sessions s ON s.id = m.session_id
-                   WHERE s.started_at >= ? AND s.source = ?
-                     AND m.role = 'assistant' AND m.tool_calls IS NOT NULL""",
-                (cutoff, source),
-            )
-        else:
-            cursor = self._conn.execute(
-                """SELECT m.tool_calls, m.timestamp
-                   FROM messages m
-                   JOIN sessions s ON s.id = m.session_id
-                   WHERE s.started_at >= ?
-                     AND m.role = 'assistant' AND m.tool_calls IS NOT NULL""",
-                (cutoff,),
-            )
-
-        for row in cursor.fetchall():
-            try:
-                calls = row["tool_calls"]
-                if isinstance(calls, str):
-                    calls = json.loads(calls)
-                if not isinstance(calls, list):
-                    continue
-            except (json.JSONDecodeError, TypeError):
-                continue
-
-            timestamp = row["timestamp"]
-            for call in calls:
-                if not isinstance(call, dict):
-                    continue
-                func = call.get("function", {})
-                tool_name = func.get("name")
-                if tool_name not in {"skill_view", "skill_manage"}:
-                    continue
-
-                args = func.get("arguments")
-                if isinstance(args, str):
-                    try:
-                        args = json.loads(args)
-                    except (json.JSONDecodeError, TypeError):
-                        continue
-                if not isinstance(args, dict):
-                    continue
-
-                skill_name = args.get("name")
-                if not isinstance(skill_name, str) or not skill_name.strip():
-                    continue
-
-                entry = skill_counts.setdefault(
-                    skill_name,
-                    {
-                        "skill": skill_name,
-                        "view_count": 0,
-                        "manage_count": 0,
-                        "last_used_at": None,
-                    },
-                )
-                if tool_name == "skill_view":
-                    entry["view_count"] += 1
-                else:
-                    entry["manage_count"] += 1
-
-                if timestamp is not None and (
-                    entry["last_used_at"] is None or timestamp > entry["last_used_at"]
-                ):
-                    entry["last_used_at"] = timestamp
-
-        return list(skill_counts.values())
-
-    def _get_message_stats(self, cutoff: float, source: str = None) -> Dict:
-        """Get aggregate message statistics."""
-        if source:
-            cursor = self._conn.execute(
-                """SELECT
-                     COUNT(*) as total_messages,
-                     SUM(CASE WHEN m.role = 'user' THEN 1 ELSE 0 END) as user_messages,
-                     SUM(CASE WHEN m.role = 'assistant' THEN 1 ELSE 0 END) as assistant_messages,
-                     SUM(CASE WHEN m.role = 'tool' THEN 1 ELSE 0 END) as tool_messages
-                   FROM messages m
-                   JOIN sessions s ON s.id = m.session_id
-                   WHERE s.started_at >= ? AND s.source = ?""",
-                (cutoff, source),
-            )
-        else:
-            cursor = self._conn.execute(
-                """SELECT
-                     COUNT(*) as total_messages,
-                     SUM(CASE WHEN m.role = 'user' THEN 1 ELSE 0 END) as user_messages,
-                     SUM(CASE WHEN m.role = 'assistant' THEN 1 ELSE 0 END) as assistant_messages,
-                     SUM(CASE WHEN m.role = 'tool' THEN 1 ELSE 0 END) as tool_messages
-                   FROM messages m
-                   JOIN sessions s ON s.id = m.session_id
-                   WHERE s.started_at >= ?""",
-                (cutoff,),
-            )
-        row = cursor.fetchone()
-        return dict(row) if row else {
-            "total_messages": 0, "user_messages": 0,
-            "assistant_messages": 0, "tool_messages": 0,
-        }
-
-    # =========================================================================
-    # Computation
-    # =========================================================================
-
-    def _compute_overview(self, sessions: List[Dict], message_stats: Dict) -> Dict:
-        """Compute high-level overview statistics."""
-        total_input = sum(s.get("input_tokens") or 0 for s in sessions)
-        total_output = sum(s.get("output_tokens") or 0 for s in sessions)
-        total_cache_read = sum(s.get("cache_read_tokens") or 0 for s in sessions)
-        total_cache_write = sum(s.get("cache_write_tokens") or 0 for s in sessions)
-        total_tokens = total_input + total_output + total_cache_read + total_cache_write
-        total_tool_calls = sum(s.get("tool_call_count") or 0 for s in sessions)
-        total_messages = sum(s.get("message_count") or 0 for s in sessions)
-
-        # Cost estimation (weighted by model)
-        total_cost = 0.0
-        actual_cost = 0.0
-        models_with_pricing = set()
-        models_without_pricing = set()
-        unknown_cost_sessions = 0
-        included_cost_sessions = 0
-        for s in sessions:
-            model = s.get("model") or ""
-            estimated, status = _estimate_cost(s)
-            total_cost += estimated
-            actual_cost += s.get("actual_cost_usd") or 0.0
-            display = model.split("/")[-1] if "/" in model else (model or "unknown")
-            if status == "included":
-                included_cost_sessions += 1
-            elif status == "unknown":
-                unknown_cost_sessions += 1
-            if _has_known_pricing(model, s.get("billing_provider"), s.get("billing_base_url")):
-                models_with_pricing.add(display)
-            else:
-                models_without_pricing.add(display)
-
-        # Session duration stats (guard against negative durations from clock drift)
-        durations = []
-        for s in sessions:
-            start = s.get("started_at")
-            end = s.get("ended_at")
-            if start and end and end > start:
-                durations.append(end - start)
-
-        total_hours = sum(durations) / 3600 if durations else 0
-        avg_duration = sum(durations) / len(durations) if durations else 0
-
-        # Earliest and latest session
-        started_timestamps = [s["started_at"] for s in sessions if s.get("started_at")]
-        date_range_start = min(started_timestamps) if started_timestamps else None
-        date_range_end = max(started_timestamps) if started_timestamps else None
-
-        return {
-            "total_sessions": len(sessions),
-            "total_messages": total_messages,
-            "total_tool_calls": total_tool_calls,
-            "total_input_tokens": total_input,
-            "total_output_tokens": total_output,
-            "total_cache_read_tokens": total_cache_read,
-            "total_cache_write_tokens": total_cache_write,
-            "total_tokens": total_tokens,
-            "estimated_cost": total_cost,
-            "actual_cost": actual_cost,
-            "total_hours": total_hours,
-            "avg_session_duration": avg_duration,
-            "avg_messages_per_session": total_messages / len(sessions) if sessions else 0,
-            "avg_tokens_per_session": total_tokens / len(sessions) if sessions else 0,
-            "user_messages": message_stats.get("user_messages") or 0,
-            "assistant_messages": message_stats.get("assistant_messages") or 0,
-            "tool_messages": message_stats.get("tool_messages") or 0,
-            "date_range_start": date_range_start,
-            "date_range_end": date_range_end,
-            "models_with_pricing": sorted(models_with_pricing),
-            "models_without_pricing": sorted(models_without_pricing),
-            "unknown_cost_sessions": unknown_cost_sessions,
-            "included_cost_sessions": included_cost_sessions,
-        }
-
-    def _compute_model_breakdown(self, sessions: List[Dict]) -> List[Dict]:
-        """Break down usage by model."""
-        model_data = defaultdict(lambda: {
-            "sessions": 0, "input_tokens": 0, "output_tokens": 0,
-            "cache_read_tokens": 0, "cache_write_tokens": 0,
-            "total_tokens": 0, "tool_calls": 0, "cost": 0.0,
-        })
-
-        for s in sessions:
-            model = s.get("model") or "unknown"
-            # Normalize: strip provider prefix for display
-            display_model = model.split("/")[-1] if "/" in model else model
-            d = model_data[display_model]
-            d["sessions"] += 1
-            inp = s.get("input_tokens") or 0
-            out = s.get("output_tokens") or 0
-            cache_read = s.get("cache_read_tokens") or 0
-            cache_write = s.get("cache_write_tokens") or 0
-            d["input_tokens"] += inp
-            d["output_tokens"] += out
-            d["cache_read_tokens"] += cache_read
-            d["cache_write_tokens"] += cache_write
-            d["total_tokens"] += inp + out + cache_read + cache_write
-            d["tool_calls"] += s.get("tool_call_count") or 0
-            estimate, status = _estimate_cost(s)
-            d["cost"] += estimate
-            d["has_pricing"] = _has_known_pricing(model, s.get("billing_provider"), s.get("billing_base_url"))
-            d["cost_status"] = status
-
-        result = [
-            {"model": model, **data}
-            for model, data in model_data.items()
-        ]
-        # Sort by tokens first, fall back to session count when tokens are 0
-        result.sort(key=lambda x: (x["total_tokens"], x["sessions"]), reverse=True)
-        return result
-
-    def _compute_platform_breakdown(self, sessions: List[Dict]) -> List[Dict]:
-        """Break down usage by platform/source."""
-        platform_data = defaultdict(lambda: {
-            "sessions": 0, "messages": 0, "input_tokens": 0,
-            "output_tokens": 0, "cache_read_tokens": 0,
-            "cache_write_tokens": 0, "total_tokens": 0, "tool_calls": 0,
-        })
-
-        for s in sessions:
-            source = s.get("source") or "unknown"
-            d = platform_data[source]
-            d["sessions"] += 1
-            d["messages"] += s.get("message_count") or 0
-            inp = s.get("input_tokens") or 0
-            out = s.get("output_tokens") or 0
-            cache_read = s.get("cache_read_tokens") or 0
-            cache_write = s.get("cache_write_tokens") or 0
-            d["input_tokens"] += inp
-            d["output_tokens"] += out
-            d["cache_read_tokens"] += cache_read
-            d["cache_write_tokens"] += cache_write
-            d["total_tokens"] += inp + out + cache_read + cache_write
-            d["tool_calls"] += s.get("tool_call_count") or 0
-
-        result = [
-            {"platform": platform, **data}
-            for platform, data in platform_data.items()
-        ]
-        result.sort(key=lambda x: x["sessions"], reverse=True)
-        return result
-
-    def _compute_tool_breakdown(self, tool_usage: List[Dict]) -> List[Dict]:
-        """Process tool usage data into a ranked list with percentages."""
-        total_calls = sum(t["count"] for t in tool_usage) if tool_usage else 0
-        result = []
-        for t in tool_usage:
-            pct = (t["count"] / total_calls * 100) if total_calls else 0
-            result.append({
-                "tool": t["tool_name"],
-                "count": t["count"],
-                "percentage": pct,
-            })
-        return result
-
-    def _compute_skill_breakdown(self, skill_usage: List[Dict]) -> Dict[str, Any]:
-        """Process per-skill usage into summary + ranked list."""
-        total_skill_loads = sum(s["view_count"] for s in skill_usage) if skill_usage else 0
-        total_skill_edits = sum(s["manage_count"] for s in skill_usage) if skill_usage else 0
-        total_skill_actions = total_skill_loads + total_skill_edits
-
-        top_skills = []
-        for skill in skill_usage:
-            total_count = skill["view_count"] + skill["manage_count"]
-            percentage = (total_count / total_skill_actions * 100) if total_skill_actions else 0
-            top_skills.append({
-                "skill": skill["skill"],
-                "view_count": skill["view_count"],
-                "manage_count": skill["manage_count"],
-                "total_count": total_count,
-                "percentage": percentage,
-                "last_used_at": skill.get("last_used_at"),
-            })
-
-        top_skills.sort(
-            key=lambda s: (
-                s["total_count"],
-                s["view_count"],
-                s["manage_count"],
-                s["last_used_at"] or 0,
-                s["skill"],
-            ),
-            reverse=True,
-        )
-
-        return {
-            "summary": {
-                "total_skill_loads": total_skill_loads,
-                "total_skill_edits": total_skill_edits,
-                "total_skill_actions": total_skill_actions,
-                "distinct_skills_used": len(skill_usage),
-            },
-            "top_skills": top_skills,
-        }
-
-    def _compute_activity_patterns(self, sessions: List[Dict]) -> Dict:
-        """Analyze activity patterns by day of week and hour."""
-        day_counts = Counter()  # 0=Monday ... 6=Sunday
-        hour_counts = Counter()
-        daily_counts = Counter()  # date string -> count
-
-        for s in sessions:
-            ts = s.get("started_at")
-            if not ts:
-                continue
-            dt = datetime.fromtimestamp(ts)
-            day_counts[dt.weekday()] += 1
-            hour_counts[dt.hour] += 1
-            daily_counts[dt.strftime("%Y-%m-%d")] += 1
-
-        day_names = ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"]
-        day_breakdown = [
-            {"day": day_names[i], "count": day_counts.get(i, 0)}
-            for i in range(7)
-        ]
-
-        hour_breakdown = [
-            {"hour": i, "count": hour_counts.get(i, 0)}
-            for i in range(24)
-        ]
-
-        # Busiest day and hour
-        busiest_day = max(day_breakdown, key=lambda x: x["count"]) if day_breakdown else None
-        busiest_hour = max(hour_breakdown, key=lambda x: x["count"]) if hour_breakdown else None
-
-        # Active days (days with at least one session)
-        active_days = len(daily_counts)
-
-        # Streak calculation
-        if daily_counts:
-            all_dates = sorted(daily_counts.keys())
-            current_streak = 1
-            max_streak = 1
-            for i in range(1, len(all_dates)):
-                d1 = datetime.strptime(all_dates[i - 1], "%Y-%m-%d")
-                d2 = datetime.strptime(all_dates[i], "%Y-%m-%d")
-                if (d2 - d1).days == 1:
-                    current_streak += 1
-                    max_streak = max(max_streak, current_streak)
-                else:
-                    current_streak = 1
-        else:
-            max_streak = 0
-
-        return {
-            "by_day": day_breakdown,
-            "by_hour": hour_breakdown,
-            "busiest_day": busiest_day,
-            "busiest_hour": busiest_hour,
-            "active_days": active_days,
-            "max_streak": max_streak,
-        }
-
-    def _compute_top_sessions(self, sessions: List[Dict]) -> List[Dict]:
-        """Find notable sessions (longest, most messages, most tokens)."""
-        top = []
-
-        # Longest by duration
-        sessions_with_duration = [
-            s for s in sessions
-            if s.get("started_at") and s.get("ended_at")
-        ]
-        if sessions_with_duration:
-            longest = max(
-                sessions_with_duration,
-                key=lambda s: (s["ended_at"] - s["started_at"]),
-            )
-            dur = longest["ended_at"] - longest["started_at"]
-            top.append({
-                "label": "Longest session",
-                "session_id": longest["id"][:16],
-                "value": _format_duration(dur),
-                "date": datetime.fromtimestamp(longest["started_at"]).strftime("%b %d"),
-            })
-
-        # Most messages
-        most_msgs = max(sessions, key=lambda s: s.get("message_count") or 0)
-        if (most_msgs.get("message_count") or 0) > 0:
-            top.append({
-                "label": "Most messages",
-                "session_id": most_msgs["id"][:16],
-                "value": f"{most_msgs['message_count']} msgs",
-                "date": datetime.fromtimestamp(most_msgs["started_at"]).strftime("%b %d") if most_msgs.get("started_at") else "?",
-            })
-
-        # Most tokens
-        most_tokens = max(
-            sessions,
-            key=lambda s: (s.get("input_tokens") or 0) + (s.get("output_tokens") or 0),
-        )
-        token_total = (most_tokens.get("input_tokens") or 0) + (most_tokens.get("output_tokens") or 0)
-        if token_total > 0:
-            top.append({
-                "label": "Most tokens",
-                "session_id": most_tokens["id"][:16],
-                "value": f"{token_total:,} tokens",
-                "date": datetime.fromtimestamp(most_tokens["started_at"]).strftime("%b %d") if most_tokens.get("started_at") else "?",
-            })
-
-        # Most tool calls
-        most_tools = max(sessions, key=lambda s: s.get("tool_call_count") or 0)
-        if (most_tools.get("tool_call_count") or 0) > 0:
-            top.append({
-                "label": "Most tool calls",
-                "session_id": most_tools["id"][:16],
-                "value": f"{most_tools['tool_call_count']} calls",
-                "date": datetime.fromtimestamp(most_tools["started_at"]).strftime("%b %d") if most_tools.get("started_at") else "?",
-            })
-
-        return top
-
-    # =========================================================================
-    # Formatting
-    # =========================================================================
-
-    def format_terminal(self, report: Dict) -> str:
-        """Format the insights report for terminal display (CLI)."""
-        if report.get("empty"):
-            days = report.get("days", 30)
-            src = f" (source: {report['source_filter']})" if report.get("source_filter") else ""
-            return f"  No sessions found in the last {days} days{src}."
-
-        lines = []
-        o = report["overview"]
-        days = report["days"]
-        src_filter = report.get("source_filter")
-
-        # Header
-        lines.append("")
-        lines.append("  ╔══════════════════════════════════════════════════════════╗")
-        lines.append("  ║                    📊 Hermes Insights                    ║")
-        period_label = f"Last {days} days"
-        if src_filter:
-            period_label += f" ({src_filter})"
-        padding = 58 - len(period_label) - 2
-        left_pad = padding // 2
-        right_pad = padding - left_pad
-        lines.append(f"  ║{' ' * left_pad} {period_label} {' ' * right_pad}║")
-        lines.append("  ╚══════════════════════════════════════════════════════════╝")
-        lines.append("")
-
-        # Date range
-        if o.get("date_range_start") and o.get("date_range_end"):
-            start_str = datetime.fromtimestamp(o["date_range_start"]).strftime("%b %d, %Y")
-            end_str = datetime.fromtimestamp(o["date_range_end"]).strftime("%b %d, %Y")
-            lines.append(f"  Period: {start_str} — {end_str}")
-            lines.append("")
-
-        # Overview
-        lines.append("  📋 Overview")
-        lines.append("  " + "─" * 56)
-        lines.append(f"  Sessions:          {o['total_sessions']:<12}  Messages:        {o['total_messages']:,}")
-        lines.append(f"  Tool calls:        {o['total_tool_calls']:<12,}  User messages:   {o['user_messages']:,}")
-        lines.append(f"  Input tokens:      {o['total_input_tokens']:<12,}  Output tokens:   {o['total_output_tokens']:,}")
-        lines.append(f"  Total tokens:      {o['total_tokens']:,}")
-        if o["total_hours"] > 0:
-            lines.append(f"  Active time:       ~{_format_duration(o['total_hours'] * 3600):<11}  Avg session:     ~{_format_duration(o['avg_session_duration'])}")
-        lines.append(f"  Avg msgs/session:  {o['avg_messages_per_session']:.1f}")
-        lines.append("")
-
-        # Model breakdown
-        if report["models"]:
-            lines.append("  🤖 Models Used")
-            lines.append("  " + "─" * 56)
-            lines.append(f"  {'Model':<30} {'Sessions':>8} {'Tokens':>12}")
-            for m in report["models"]:
-                model_name = m["model"][:28]
-                lines.append(f"  {model_name:<30} {m['sessions']:>8} {m['total_tokens']:>12,}")
-            lines.append("")
-
-        # Platform breakdown
-        if len(report["platforms"]) > 1 or (report["platforms"] and report["platforms"][0]["platform"] != "cli"):
-            lines.append("  📱 Platforms")
-            lines.append("  " + "─" * 56)
-            lines.append(f"  {'Platform':<14} {'Sessions':>8} {'Messages':>10} {'Tokens':>14}")
-            for p in report["platforms"]:
-                lines.append(f"  {p['platform']:<14} {p['sessions']:>8} {p['messages']:>10,} {p['total_tokens']:>14,}")
-            lines.append("")
-
-        # Tool usage
-        if report["tools"]:
-            lines.append("  🔧 Top Tools")
-            lines.append("  " + "─" * 56)
-            lines.append(f"  {'Tool':<28} {'Calls':>8} {'%':>8}")
-            for t in report["tools"][:15]:  # Top 15
-                lines.append(f"  {t['tool']:<28} {t['count']:>8,} {t['percentage']:>7.1f}%")
-            if len(report["tools"]) > 15:
-                lines.append(f"  ... and {len(report['tools']) - 15} more tools")
-            lines.append("")
-
-        # Skill usage
-        skills = report.get("skills", {})
-        top_skills = skills.get("top_skills", [])
-        if top_skills:
-            lines.append("  🧠 Top Skills")
-            lines.append("  " + "─" * 56)
-            lines.append(f"  {'Skill':<28} {'Loads':>7} {'Edits':>7} {'Last used':>11}")
-            for skill in top_skills[:10]:
-                last_used = "—"
-                if skill.get("last_used_at"):
-                    last_used = datetime.fromtimestamp(skill["last_used_at"]).strftime("%b %d")
-                lines.append(
-                    f"  {skill['skill'][:28]:<28} {skill['view_count']:>7,} {skill['manage_count']:>7,} {last_used:>11}"
-                )
-            summary = skills.get("summary", {})
-            lines.append(
-                f"  Distinct skills: {summary.get('distinct_skills_used', 0)}  "
-                f"Loads: {summary.get('total_skill_loads', 0):,}  "
-                f"Edits: {summary.get('total_skill_edits', 0):,}"
-            )
-            lines.append("")
-
-        # Activity patterns
-        act = report.get("activity", {})
-        if act.get("by_day"):
-            lines.append("  📅 Activity Patterns")
-            lines.append("  " + "─" * 56)
-
-            # Day of week chart
-            day_values = [d["count"] for d in act["by_day"]]
-            bars = _bar_chart(day_values, max_width=15)
-            for i, d in enumerate(act["by_day"]):
-                bar = bars[i]
-                lines.append(f"  {d['day']}  {bar:<15} {d['count']}")
-
-            lines.append("")
-
-            # Peak hours (show top 5 busiest hours)
-            busy_hours = sorted(act["by_hour"], key=lambda x: x["count"], reverse=True)
-            busy_hours = [h for h in busy_hours if h["count"] > 0][:5]
-            if busy_hours:
-                hour_strs = []
-                for h in busy_hours:
-                    hr = h["hour"]
-                    ampm = "AM" if hr < 12 else "PM"
-                    display_hr = hr % 12 or 12
-                    hour_strs.append(f"{display_hr}{ampm} ({h['count']})")
-                lines.append(f"  Peak hours: {', '.join(hour_strs)}")
-
-            if act.get("active_days"):
-                lines.append(f"  Active days: {act['active_days']}")
-            if act.get("max_streak") and act["max_streak"] > 1:
-                lines.append(f"  Best streak: {act['max_streak']} consecutive days")
-            lines.append("")
-
-        # Notable sessions
-        if report.get("top_sessions"):
-            lines.append("  🏆 Notable Sessions")
-            lines.append("  " + "─" * 56)
-            for ts in report["top_sessions"]:
-                lines.append(f"  {ts['label']:<20} {ts['value']:<18} ({ts['date']}, {ts['session_id']})")
-            lines.append("")
-
-        return "\n".join(lines)
-
-    def format_gateway(self, report: Dict) -> str:
-        """Format the insights report for gateway/messaging (shorter)."""
-        if report.get("empty"):
-            days = report.get("days", 30)
-            return f"No sessions found in the last {days} days."
-
-        lines = []
-        o = report["overview"]
-        days = report["days"]
-
-        lines.append(f"📊 **Hermes Insights** — Last {days} days\n")
-
-        # Overview
-        lines.append(f"**Sessions:** {o['total_sessions']} | **Messages:** {o['total_messages']:,} | **Tool calls:** {o['total_tool_calls']:,}")
-        lines.append(f"**Tokens:** {o['total_tokens']:,} (in: {o['total_input_tokens']:,} / out: {o['total_output_tokens']:,})")
-        if o["total_hours"] > 0:
-            lines.append(f"**Active time:** ~{_format_duration(o['total_hours'] * 3600)} | **Avg session:** ~{_format_duration(o['avg_session_duration'])}")
-        lines.append("")
-
-        # Models (top 5)
-        if report["models"]:
-            lines.append("**🤖 Models:**")
-            for m in report["models"][:5]:
-                lines.append(f"  {m['model'][:25]} — {m['sessions']} sessions, {m['total_tokens']:,} tokens")
-            lines.append("")
-
-        # Platforms (if multi-platform)
-        if len(report["platforms"]) > 1:
-            lines.append("**📱 Platforms:**")
-            for p in report["platforms"]:
-                lines.append(f"  {p['platform']} — {p['sessions']} sessions, {p['messages']:,} msgs")
-            lines.append("")
-
-        # Tools (top 8)
-        if report["tools"]:
-            lines.append("**🔧 Top Tools:**")
-            for t in report["tools"][:8]:
-                lines.append(f"  {t['tool']} — {t['count']:,} calls ({t['percentage']:.1f}%)")
-            lines.append("")
-
-        skills = report.get("skills", {})
-        if skills.get("top_skills"):
-            lines.append("**🧠 Top Skills:**")
-            for skill in skills["top_skills"][:5]:
-                suffix = ""
-                if skill.get("last_used_at"):
-                    suffix = f", last used {datetime.fromtimestamp(skill['last_used_at']).strftime('%b %d')}"
-                lines.append(
-                    f"  {skill['skill']} — {skill['view_count']:,} loads, {skill['manage_count']:,} edits{suffix}"
-                )
-            lines.append("")
-
-        # Activity summary
-        act = report.get("activity", {})
-        if act.get("busiest_day") and act.get("busiest_hour"):
-            hr = act["busiest_hour"]["hour"]
-            ampm = "AM" if hr < 12 else "PM"
-            display_hr = hr % 12 or 12
-            lines.append(f"**📅 Busiest:** {act['busiest_day']['day']}s ({act['busiest_day']['count']} sessions), {display_hr}{ampm} ({act['busiest_hour']['count']} sessions)")
-            if act.get("active_days"):
-                lines.append(f"**Active days:** {act['active_days']}", )
-            if act.get("max_streak", 0) > 1:
-                lines.append(f"**Best streak:** {act['max_streak']} consecutive days")
-
-        return "\n".join(lines)

agent/manual_compression_feedback.py

@@ -1,49 +0,0 @@
-"""User-facing summaries for manual compression commands."""
-
-from __future__ import annotations
-
-from typing import Any, Sequence
-
-
-def summarize_manual_compression(
-    before_messages: Sequence[dict[str, Any]],
-    after_messages: Sequence[dict[str, Any]],
-    before_tokens: int,
-    after_tokens: int,
-) -> dict[str, Any]:
-    """Return consistent user-facing feedback for manual compression."""
-    before_count = len(before_messages)
-    after_count = len(after_messages)
-    noop = list(after_messages) == list(before_messages)
-
-    if noop:
-        headline = f"No changes from compression: {before_count} messages"
-        if after_tokens == before_tokens:
-            token_line = (
-                f"Rough transcript estimate: ~{before_tokens:,} tokens (unchanged)"
-            )
-        else:
-            token_line = (
-                f"Rough transcript estimate: ~{before_tokens:,} → "
-                f"~{after_tokens:,} tokens"
-            )
-    else:
-        headline = f"Compressed: {before_count} → {after_count} messages"
-        token_line = (
-            f"Rough transcript estimate: ~{before_tokens:,} → "
-            f"~{after_tokens:,} tokens"
-        )
-
-    note = None
-    if not noop and after_count < before_count and after_tokens > before_tokens:
-        note = (
-            "Note: fewer messages can still raise this rough transcript estimate "
-            "when compression rewrites the transcript into denser summaries."
-        )
-
-    return {
-        "noop": noop,
-        "headline": headline,
-        "token_line": token_line,
-        "note": note,
-    }

agent/memory_manager.py

@@ -1,373 +0,0 @@
-"""MemoryManager — orchestrates the built-in memory provider plus at most
-ONE external plugin memory provider.
-
-Single integration point in run_agent.py. Replaces scattered per-backend
-code with one manager that delegates to registered providers.
-
-The BuiltinMemoryProvider is always registered first and cannot be removed.
-Only ONE external (non-builtin) provider is allowed at a time — attempting
-to register a second external provider is rejected with a warning.  This
-prevents tool schema bloat and conflicting memory backends.
-
-Usage in run_agent.py:
-    self._memory_manager = MemoryManager()
-    self._memory_manager.add_provider(BuiltinMemoryProvider(...))
-    # Only ONE of these:
-    self._memory_manager.add_provider(plugin_provider)
-
-    # System prompt
-    prompt_parts.append(self._memory_manager.build_system_prompt())
-
-    # Pre-turn
-    context = self._memory_manager.prefetch_all(user_message)
-
-    # Post-turn
-    self._memory_manager.sync_all(user_msg, assistant_response)
-    self._memory_manager.queue_prefetch_all(user_msg)
-"""
-
-from __future__ import annotations
-
-import json
-import logging
-import re
-from typing import Any, Dict, List, Optional
-
-from agent.memory_provider import MemoryProvider
-from tools.registry import tool_error
-
-logger = logging.getLogger(__name__)
-
-
-# ---------------------------------------------------------------------------
-# Context fencing helpers
-# ---------------------------------------------------------------------------
-
-_FENCE_TAG_RE = re.compile(r'</?\s*memory-context\s*>', re.IGNORECASE)
-_INTERNAL_CONTEXT_RE = re.compile(
-    r'<\s*memory-context\s*>[\s\S]*?</\s*memory-context\s*>',
-    re.IGNORECASE,
-)
-_INTERNAL_NOTE_RE = re.compile(
-    r'\[System note:\s*The following is recalled memory context,\s*NOT new user input\.\s*Treat as informational background data\.\]\s*',
-    re.IGNORECASE,
-)
-
-
-def sanitize_context(text: str) -> str:
-    """Strip fence tags, injected context blocks, and system notes from provider output."""
-    text = _INTERNAL_CONTEXT_RE.sub('', text)
-    text = _INTERNAL_NOTE_RE.sub('', text)
-    text = _FENCE_TAG_RE.sub('', text)
-    return text
-
-
-def build_memory_context_block(raw_context: str) -> str:
-    """Wrap prefetched memory in a fenced block with system note.
-
-    The fence prevents the model from treating recalled context as user
-    discourse.  Injected at API-call time only — never persisted.
-    """
-    if not raw_context or not raw_context.strip():
-        return ""
-    clean = sanitize_context(raw_context)
-    return (
-        "<memory-context>\n"
-        "[System note: The following is recalled memory context, "
-        "NOT new user input. Treat as informational background data.]\n\n"
-        f"{clean}\n"
-        "</memory-context>"
-    )
-
-
-class MemoryManager:
-    """Orchestrates the built-in provider plus at most one external provider.
-
-    The builtin provider is always first. Only one non-builtin (external)
-    provider is allowed.  Failures in one provider never block the other.
-    """
-
-    def __init__(self) -> None:
-        self._providers: List[MemoryProvider] = []
-        self._tool_to_provider: Dict[str, MemoryProvider] = {}
-        self._has_external: bool = False  # True once a non-builtin provider is added
-
-    # -- Registration --------------------------------------------------------
-
-    def add_provider(self, provider: MemoryProvider) -> None:
-        """Register a memory provider.
-
-        Built-in provider (name ``"builtin"``) is always accepted.
-        Only **one** external (non-builtin) provider is allowed — a second
-        attempt is rejected with a warning.
-        """
-        is_builtin = provider.name == "builtin"
-
-        if not is_builtin:
-            if self._has_external:
-                existing = next(
-                    (p.name for p in self._providers if p.name != "builtin"), "unknown"
-                )
-                logger.warning(
-                    "Rejected memory provider '%s' — external provider '%s' is "
-                    "already registered. Only one external memory provider is "
-                    "allowed at a time. Configure which one via memory.provider "
-                    "in config.yaml.",
-                    provider.name, existing,
-                )
-                return
-            self._has_external = True
-
-        self._providers.append(provider)
-
-        # Index tool names → provider for routing
-        for schema in provider.get_tool_schemas():
-            tool_name = schema.get("name", "")
-            if tool_name and tool_name not in self._tool_to_provider:
-                self._tool_to_provider[tool_name] = provider
-            elif tool_name in self._tool_to_provider:
-                logger.warning(
-                    "Memory tool name conflict: '%s' already registered by %s, "
-                    "ignoring from %s",
-                    tool_name,
-                    self._tool_to_provider[tool_name].name,
-                    provider.name,
-                )
-
-        logger.info(
-            "Memory provider '%s' registered (%d tools)",
-            provider.name,
-            len(provider.get_tool_schemas()),
-        )
-
-    @property
-    def providers(self) -> List[MemoryProvider]:
-        """All registered providers in order."""
-        return list(self._providers)
-
-    def get_provider(self, name: str) -> Optional[MemoryProvider]:
-        """Get a provider by name, or None if not registered."""
-        for p in self._providers:
-            if p.name == name:
-                return p
-        return None
-
-    # -- System prompt -------------------------------------------------------
-
-    def build_system_prompt(self) -> str:
-        """Collect system prompt blocks from all providers.
-
-        Returns combined text, or empty string if no providers contribute.
-        Each non-empty block is labeled with the provider name.
-        """
-        blocks = []
-        for provider in self._providers:
-            try:
-                block = provider.system_prompt_block()
-                if block and block.strip():
-                    blocks.append(block)
-            except Exception as e:
-                logger.warning(
-                    "Memory provider '%s' system_prompt_block() failed: %s",
-                    provider.name, e,
-                )
-        return "\n\n".join(blocks)
-
-    # -- Prefetch / recall ---------------------------------------------------
-
-    def prefetch_all(self, query: str, *, session_id: str = "") -> str:
-        """Collect prefetch context from all providers.
-
-        Returns merged context text labeled by provider. Empty providers
-        are skipped. Failures in one provider don't block others.
-        """
-        parts = []
-        for provider in self._providers:
-            try:
-                result = provider.prefetch(query, session_id=session_id)
-                if result and result.strip():
-                    parts.append(result)
-            except Exception as e:
-                logger.debug(
-                    "Memory provider '%s' prefetch failed (non-fatal): %s",
-                    provider.name, e,
-                )
-        return "\n\n".join(parts)
-
-    def queue_prefetch_all(self, query: str, *, session_id: str = "") -> None:
-        """Queue background prefetch on all providers for the next turn."""
-        for provider in self._providers:
-            try:
-                provider.queue_prefetch(query, session_id=session_id)
-            except Exception as e:
-                logger.debug(
-                    "Memory provider '%s' queue_prefetch failed (non-fatal): %s",
-                    provider.name, e,
-                )
-
-    # -- Sync ----------------------------------------------------------------
-
-    def sync_all(self, user_content: str, assistant_content: str, *, session_id: str = "") -> None:
-        """Sync a completed turn to all providers."""
-        for provider in self._providers:
-            try:
-                provider.sync_turn(user_content, assistant_content, session_id=session_id)
-            except Exception as e:
-                logger.warning(
-                    "Memory provider '%s' sync_turn failed: %s",
-                    provider.name, e,
-                )
-
-    # -- Tools ---------------------------------------------------------------
-
-    def get_all_tool_schemas(self) -> List[Dict[str, Any]]:
-        """Collect tool schemas from all providers."""
-        schemas = []
-        seen = set()
-        for provider in self._providers:
-            try:
-                for schema in provider.get_tool_schemas():
-                    name = schema.get("name", "")
-                    if name and name not in seen:
-                        schemas.append(schema)
-                        seen.add(name)
-            except Exception as e:
-                logger.warning(
-                    "Memory provider '%s' get_tool_schemas() failed: %s",
-                    provider.name, e,
-                )
-        return schemas
-
-    def get_all_tool_names(self) -> set:
-        """Return set of all tool names across all providers."""
-        return set(self._tool_to_provider.keys())
-
-    def has_tool(self, tool_name: str) -> bool:
-        """Check if any provider handles this tool."""
-        return tool_name in self._tool_to_provider
-
-    def handle_tool_call(
-        self, tool_name: str, args: Dict[str, Any], **kwargs
-    ) -> str:
-        """Route a tool call to the correct provider.
-
-        Returns JSON string result. Raises ValueError if no provider
-        handles the tool.
-        """
-        provider = self._tool_to_provider.get(tool_name)
-        if provider is None:
-            return tool_error(f"No memory provider handles tool '{tool_name}'")
-        try:
-            return provider.handle_tool_call(tool_name, args, **kwargs)
-        except Exception as e:
-            logger.error(
-                "Memory provider '%s' handle_tool_call(%s) failed: %s",
-                provider.name, tool_name, e,
-            )
-            return tool_error(f"Memory tool '{tool_name}' failed: {e}")
-
-    # -- Lifecycle hooks -----------------------------------------------------
-
-    def on_turn_start(self, turn_number: int, message: str, **kwargs) -> None:
-        """Notify all providers of a new turn.
-
-        kwargs may include: remaining_tokens, model, platform, tool_count.
-        """
-        for provider in self._providers:
-            try:
-                provider.on_turn_start(turn_number, message, **kwargs)
-            except Exception as e:
-                logger.debug(
-                    "Memory provider '%s' on_turn_start failed: %s",
-                    provider.name, e,
-                )
-
-    def on_session_end(self, messages: List[Dict[str, Any]]) -> None:
-        """Notify all providers of session end."""
-        for provider in self._providers:
-            try:
-                provider.on_session_end(messages)
-            except Exception as e:
-                logger.debug(
-                    "Memory provider '%s' on_session_end failed: %s",
-                    provider.name, e,
-                )
-
-    def on_pre_compress(self, messages: List[Dict[str, Any]]) -> str:
-        """Notify all providers before context compression.
-
-        Returns combined text from providers to include in the compression
-        summary prompt. Empty string if no provider contributes.
-        """
-        parts = []
-        for provider in self._providers:
-            try:
-                result = provider.on_pre_compress(messages)
-                if result and result.strip():
-                    parts.append(result)
-            except Exception as e:
-                logger.debug(
-                    "Memory provider '%s' on_pre_compress failed: %s",
-                    provider.name, e,
-                )
-        return "\n\n".join(parts)
-
-    def on_memory_write(self, action: str, target: str, content: str) -> None:
-        """Notify external providers when the built-in memory tool writes.
-
-        Skips the builtin provider itself (it's the source of the write).
-        """
-        for provider in self._providers:
-            if provider.name == "builtin":
-                continue
-            try:
-                provider.on_memory_write(action, target, content)
-            except Exception as e:
-                logger.debug(
-                    "Memory provider '%s' on_memory_write failed: %s",
-                    provider.name, e,
-                )
-
-    def on_delegation(self, task: str, result: str, *,
-                      child_session_id: str = "", **kwargs) -> None:
-        """Notify all providers that a subagent completed."""
-        for provider in self._providers:
-            try:
-                provider.on_delegation(
-                    task, result, child_session_id=child_session_id, **kwargs
-                )
-            except Exception as e:
-                logger.debug(
-                    "Memory provider '%s' on_delegation failed: %s",
-                    provider.name, e,
-                )
-
-    def shutdown_all(self) -> None:
-        """Shut down all providers (reverse order for clean teardown)."""
-        for provider in reversed(self._providers):
-            try:
-                provider.shutdown()
-            except Exception as e:
-                logger.warning(
-                    "Memory provider '%s' shutdown failed: %s",
-                    provider.name, e,
-                )
-
-    def initialize_all(self, session_id: str, **kwargs) -> None:
-        """Initialize all providers.
-
-        Automatically injects ``hermes_home`` into *kwargs* so that every
-        provider can resolve profile-scoped storage paths without importing
-        ``get_hermes_home()`` themselves.
-        """
-        if "hermes_home" not in kwargs:
-            from hermes_constants import get_hermes_home
-            kwargs["hermes_home"] = str(get_hermes_home())
-        for provider in self._providers:
-            try:
-                provider.initialize(session_id=session_id, **kwargs)
-            except Exception as e:
-                logger.warning(
-                    "Memory provider '%s' initialize failed: %s",
-                    provider.name, e,
-                )

agent/memory_provider.py

@@ -1,231 +0,0 @@
-"""Abstract base class for pluggable memory providers.
-
-Memory providers give the agent persistent recall across sessions. One
-external provider is active at a time alongside the always-on built-in
-memory (MEMORY.md / USER.md). The MemoryManager enforces this limit.
-
-Built-in memory is always active as the first provider and cannot be removed.
-External providers (Honcho, Hindsight, Mem0, etc.) are additive — they never
-disable the built-in store. Only one external provider runs at a time to
-prevent tool schema bloat and conflicting memory backends.
-
-Registration:
-  1. Built-in: BuiltinMemoryProvider — always present, not removable.
-  2. Plugins: Ship in plugins/memory/<name>/, activated by memory.provider config.
-
-Lifecycle (called by MemoryManager, wired in run_agent.py):
-  initialize()          — connect, create resources, warm up
-  system_prompt_block()  — static text for the system prompt
-  prefetch(query)        — background recall before each turn
-  sync_turn(user, asst)  — async write after each turn
-  get_tool_schemas()     — tool schemas to expose to the model
-  handle_tool_call()     — dispatch a tool call
-  shutdown()             — clean exit
-
-Optional hooks (override to opt in):
-  on_turn_start(turn, message, **kwargs) — per-turn tick with runtime context
-  on_session_end(messages)               — end-of-session extraction
-  on_pre_compress(messages) -> str       — extract before context compression
-  on_memory_write(action, target, content) — mirror built-in memory writes
-  on_delegation(task, result, **kwargs)  — parent-side observation of subagent work
-"""
-
-from __future__ import annotations
-
-import logging
-from abc import ABC, abstractmethod
-from typing import Any, Dict, List
-
-logger = logging.getLogger(__name__)
-
-
-class MemoryProvider(ABC):
-    """Abstract base class for memory providers."""
-
-    @property
-    @abstractmethod
-    def name(self) -> str:
-        """Short identifier for this provider (e.g. 'builtin', 'honcho', 'hindsight')."""
-
-    # -- Core lifecycle (implement these) ------------------------------------
-
-    @abstractmethod
-    def is_available(self) -> bool:
-        """Return True if this provider is configured, has credentials, and is ready.
-
-        Called during agent init to decide whether to activate the provider.
-        Should not make network calls — just check config and installed deps.
-        """
-
-    @abstractmethod
-    def initialize(self, session_id: str, **kwargs) -> None:
-        """Initialize for a session.
-
-        Called once at agent startup. May create resources (banks, tables),
-        establish connections, start background threads, etc.
-
-        kwargs always include:
-          - hermes_home (str): The active HERMES_HOME directory path. Use this
-            for profile-scoped storage instead of hardcoding ``~/.hermes``.
-          - platform (str): "cli", "telegram", "discord", "cron", etc.
-
-        kwargs may also include:
-          - agent_context (str): "primary", "subagent", "cron", or "flush".
-            Providers should skip writes for non-primary contexts (cron system
-            prompts would corrupt user representations).
-          - agent_identity (str): Profile name (e.g. "coder"). Use for
-            per-profile provider identity scoping.
-          - agent_workspace (str): Shared workspace name (e.g. "hermes").
-          - parent_session_id (str): For subagents, the parent's session_id.
-          - user_id (str): Platform user identifier (gateway sessions).
-        """
-
-    def system_prompt_block(self) -> str:
-        """Return text to include in the system prompt.
-
-        Called during system prompt assembly. Return empty string to skip.
-        This is for STATIC provider info (instructions, status). Prefetched
-        recall context is injected separately via prefetch().
-        """
-        return ""
-
-    def prefetch(self, query: str, *, session_id: str = "") -> str:
-        """Recall relevant context for the upcoming turn.
-
-        Called before each API call. Return formatted text to inject as
-        context, or empty string if nothing relevant. Implementations
-        should be fast — use background threads for the actual recall
-        and return cached results here.
-
-        session_id is provided for providers serving concurrent sessions
-        (gateway group chats, cached agents). Providers that don't need
-        per-session scoping can ignore it.
-        """
-        return ""
-
-    def queue_prefetch(self, query: str, *, session_id: str = "") -> None:
-        """Queue a background recall for the NEXT turn.
-
-        Called after each turn completes. The result will be consumed
-        by prefetch() on the next turn. Default is no-op — providers
-        that do background prefetching should override this.
-        """
-
-    def sync_turn(self, user_content: str, assistant_content: str, *, session_id: str = "") -> None:
-        """Persist a completed turn to the backend.
-
-        Called after each turn. Should be non-blocking — queue for
-        background processing if the backend has latency.
-        """
-
-    @abstractmethod
-    def get_tool_schemas(self) -> List[Dict[str, Any]]:
-        """Return tool schemas this provider exposes.
-
-        Each schema follows the OpenAI function calling format:
-        {"name": "...", "description": "...", "parameters": {...}}
-
-        Return empty list if this provider has no tools (context-only).
-        """
-
-    def handle_tool_call(self, tool_name: str, args: Dict[str, Any], **kwargs) -> str:
-        """Handle a tool call for one of this provider's tools.
-
-        Must return a JSON string (the tool result).
-        Only called for tool names returned by get_tool_schemas().
-        """
-        raise NotImplementedError(f"Provider {self.name} does not handle tool {tool_name}")
-
-    def shutdown(self) -> None:
-        """Clean shutdown — flush queues, close connections."""
-
-    # -- Optional hooks (override to opt in) ---------------------------------
-
-    def on_turn_start(self, turn_number: int, message: str, **kwargs) -> None:
-        """Called at the start of each turn with the user message.
-
-        Use for turn-counting, scope management, periodic maintenance.
-
-        kwargs may include: remaining_tokens, model, platform, tool_count.
-        Providers use what they need; extras are ignored.
-        """
-
-    def on_session_end(self, messages: List[Dict[str, Any]]) -> None:
-        """Called when a session ends (explicit exit or timeout).
-
-        Use for end-of-session fact extraction, summarization, etc.
-        messages is the full conversation history.
-
-        NOT called after every turn — only at actual session boundaries
-        (CLI exit, /reset, gateway session expiry).
-        """
-
-    def on_pre_compress(self, messages: List[Dict[str, Any]]) -> str:
-        """Called before context compression discards old messages.
-
-        Use to extract insights from messages about to be compressed.
-        messages is the list that will be summarized/discarded.
-
-        Return text to include in the compression summary prompt so the
-        compressor preserves provider-extracted insights. Return empty
-        string for no contribution (backwards-compatible default).
-        """
-        return ""
-
-    def on_delegation(self, task: str, result: str, *,
-                      child_session_id: str = "", **kwargs) -> None:
-        """Called on the PARENT agent when a subagent completes.
-
-        The parent's memory provider gets the task+result pair as an
-        observation of what was delegated and what came back. The subagent
-        itself has no provider session (skip_memory=True).
-
-        task: the delegation prompt
-        result: the subagent's final response
-        child_session_id: the subagent's session_id
-        """
-
-    def get_config_schema(self) -> List[Dict[str, Any]]:
-        """Return config fields this provider needs for setup.
-
-        Used by 'hermes memory setup' to walk the user through configuration.
-        Each field is a dict with:
-          key:         config key name (e.g. 'api_key', 'mode')
-          description: human-readable description
-          secret:      True if this should go to .env (default: False)
-          required:    True if required (default: False)
-          default:     default value (optional)
-          choices:     list of valid values (optional)
-          url:         URL where user can get this credential (optional)
-          env_var:     explicit env var name for secrets (default: auto-generated)
-
-        Return empty list if no config needed (e.g. local-only providers).
-        """
-        return []
-
-    def save_config(self, values: Dict[str, Any], hermes_home: str) -> None:
-        """Write non-secret config to the provider's native location.
-
-        Called by 'hermes memory setup' after collecting user inputs.
-        ``values`` contains only non-secret fields (secrets go to .env).
-        ``hermes_home`` is the active HERMES_HOME directory path.
-
-        Providers with native config files (JSON, YAML) should override
-        this to write to their expected location. Providers that use only
-        env vars can leave the default (no-op).
-
-        All new memory provider plugins MUST implement either:
-        - save_config() for native config file formats, OR
-        - use only env vars (in which case get_config_schema() fields
-          should all have ``env_var`` set and this method stays no-op).
-        """
-
-    def on_memory_write(self, action: str, target: str, content: str) -> None:
-        """Called when the built-in memory tool writes an entry.
-
-        action: 'add', 'replace', or 'remove'
-        target: 'memory' or 'user'
-        content: the entry content
-
-        Use to mirror built-in memory writes to your backend.
-        """

agent/models_dev.py

@@ -1,627 +0,0 @@
-"""Models.dev registry integration — primary database for providers and models.
-
-Fetches from https://models.dev/api.json — a community-maintained database
-of 4000+ models across 109+ providers.  Provides:
-
-- **Provider metadata**: name, base URL, env vars, documentation link
-- **Model metadata**: context window, max output, cost/M tokens, capabilities
-  (reasoning, tools, vision, PDF, audio), modalities, knowledge cutoff,
-  open-weights flag, family grouping, deprecation status
-
-Data resolution order (like TypeScript OpenCode):
-  1. Bundled snapshot (ships with the package — offline-first)
-  2. Disk cache (~/.hermes/models_dev_cache.json)
-  3. Network fetch (https://models.dev/api.json)
-  4. Background refresh every 60 minutes
-
-Other modules should import the dataclasses and query functions from here
-rather than parsing the raw JSON themselves.
-"""
-
-import json
-import logging
-import time
-from dataclasses import dataclass
-from pathlib import Path
-from typing import Any, Dict, List, Optional, Tuple
-
-from utils import atomic_json_write
-
-import requests
-
-logger = logging.getLogger(__name__)
-
-MODELS_DEV_URL = "https://models.dev/api.json"
-_MODELS_DEV_CACHE_TTL = 3600  # 1 hour in-memory
-
-# In-memory cache
-_models_dev_cache: Dict[str, Any] = {}
-_models_dev_cache_time: float = 0
-
-
-# ---------------------------------------------------------------------------
-# Dataclasses — rich metadata for providers and models
-# ---------------------------------------------------------------------------
-
-@dataclass
-class ModelInfo:
-    """Full metadata for a single model from models.dev."""
-
-    id: str
-    name: str
-    family: str
-    provider_id: str        # models.dev provider ID (e.g. "anthropic")
-
-    # Capabilities
-    reasoning: bool = False
-    tool_call: bool = False
-    attachment: bool = False       # supports image/file attachments (vision)
-    temperature: bool = False
-    structured_output: bool = False
-    open_weights: bool = False
-
-    # Modalities
-    input_modalities: Tuple[str, ...] = ()    # ("text", "image", "pdf", ...)
-    output_modalities: Tuple[str, ...] = ()
-
-    # Limits
-    context_window: int = 0
-    max_output: int = 0
-    max_input: Optional[int] = None
-
-    # Cost (per million tokens, USD)
-    cost_input: float = 0.0
-    cost_output: float = 0.0
-    cost_cache_read: Optional[float] = None
-    cost_cache_write: Optional[float] = None
-
-    # Metadata
-    knowledge_cutoff: str = ""
-    release_date: str = ""
-    status: str = ""          # "alpha", "beta", "deprecated", or ""
-    interleaved: Any = False  # True or {"field": "reasoning_content"}
-
-    def has_cost_data(self) -> bool:
-        return self.cost_input > 0 or self.cost_output > 0
-
-    def supports_vision(self) -> bool:
-        return self.attachment or "image" in self.input_modalities
-
-    def supports_pdf(self) -> bool:
-        return "pdf" in self.input_modalities
-
-    def supports_audio_input(self) -> bool:
-        return "audio" in self.input_modalities
-
-    def format_cost(self) -> str:
-        """Human-readable cost string, e.g. '$3.00/M in, $15.00/M out'."""
-        if not self.has_cost_data():
-            return "unknown"
-        parts = [f"${self.cost_input:.2f}/M in", f"${self.cost_output:.2f}/M out"]
-        if self.cost_cache_read is not None:
-            parts.append(f"cache read ${self.cost_cache_read:.2f}/M")
-        return ", ".join(parts)
-
-    def format_capabilities(self) -> str:
-        """Human-readable capabilities, e.g. 'reasoning, tools, vision, PDF'."""
-        caps = []
-        if self.reasoning:
-            caps.append("reasoning")
-        if self.tool_call:
-            caps.append("tools")
-        if self.supports_vision():
-            caps.append("vision")
-        if self.supports_pdf():
-            caps.append("PDF")
-        if self.supports_audio_input():
-            caps.append("audio")
-        if self.structured_output:
-            caps.append("structured output")
-        if self.open_weights:
-            caps.append("open weights")
-        return ", ".join(caps) if caps else "basic"
-
-
-@dataclass
-class ProviderInfo:
-    """Full metadata for a provider from models.dev."""
-
-    id: str                         # models.dev provider ID
-    name: str                       # display name
-    env: Tuple[str, ...]            # env var names for API key
-    api: str                        # base URL
-    doc: str = ""                   # documentation URL
-    model_count: int = 0
-
-
-# ---------------------------------------------------------------------------
-# Provider ID mapping: Hermes ↔ models.dev
-# ---------------------------------------------------------------------------
-
-# Hermes provider names → models.dev provider IDs
-PROVIDER_TO_MODELS_DEV: Dict[str, str] = {
-    "openrouter": "openrouter",
-    "anthropic": "anthropic",
-    "openai": "openai",
-    "openai-codex": "openai",
-    "zai": "zai",
-    "kimi-coding": "kimi-for-coding",
-    "stepfun": "stepfun",
-    "kimi-coding-cn": "kimi-for-coding",
-    "minimax": "minimax",
-    "minimax-cn": "minimax-cn",
-    "deepseek": "deepseek",
-    "alibaba": "alibaba",
-    "qwen-oauth": "alibaba",
-    "copilot": "github-copilot",
-    "ai-gateway": "vercel",
-    "opencode-zen": "opencode",
-    "opencode-go": "opencode-go",
-    "kilocode": "kilo",
-    "fireworks": "fireworks-ai",
-    "huggingface": "huggingface",
-    "gemini": "google",
-    "google": "google",
-    "xai": "xai",
-    "xiaomi": "xiaomi",
-    "nvidia": "nvidia",
-    "groq": "groq",
-    "mistral": "mistral",
-    "togetherai": "togetherai",
-    "perplexity": "perplexity",
-    "cohere": "cohere",
-    "ollama-cloud": "ollama-cloud",
-}
-
-# Reverse mapping: models.dev → Hermes (built lazily)
-_MODELS_DEV_TO_PROVIDER: Optional[Dict[str, str]] = None
-
-
-
-def _get_cache_path() -> Path:
-    """Return path to disk cache file."""
-    from hermes_constants import get_hermes_home
-    return get_hermes_home() / "models_dev_cache.json"
-
-
-def _load_disk_cache() -> Dict[str, Any]:
-    """Load models.dev data from disk cache."""
-    try:
-        cache_path = _get_cache_path()
-        if cache_path.exists():
-            with open(cache_path, encoding="utf-8") as f:
-                return json.load(f)
-    except Exception as e:
-        logger.debug("Failed to load models.dev disk cache: %s", e)
-    return {}
-
-
-def _save_disk_cache(data: Dict[str, Any]) -> None:
-    """Save models.dev data to disk cache atomically."""
-    try:
-        cache_path = _get_cache_path()
-        atomic_json_write(cache_path, data, indent=None, separators=(",", ":"))
-    except Exception as e:
-        logger.debug("Failed to save models.dev disk cache: %s", e)
-
-
-def fetch_models_dev(force_refresh: bool = False) -> Dict[str, Any]:
-    """Fetch models.dev registry. In-memory cache (1hr) + disk fallback.
-
-    Returns the full registry dict keyed by provider ID, or empty dict on failure.
-    """
-    global _models_dev_cache, _models_dev_cache_time
-
-    # Check in-memory cache
-    if (
-        not force_refresh
-        and _models_dev_cache
-        and (time.time() - _models_dev_cache_time) < _MODELS_DEV_CACHE_TTL
-    ):
-        return _models_dev_cache
-
-    # Try network fetch
-    try:
-        response = requests.get(MODELS_DEV_URL, timeout=15)
-        response.raise_for_status()
-        data = response.json()
-        if isinstance(data, dict) and data:
-            _models_dev_cache = data
-            _models_dev_cache_time = time.time()
-            _save_disk_cache(data)
-            logger.debug(
-                "Fetched models.dev registry: %d providers, %d total models",
-                len(data),
-                sum(len(p.get("models", {})) for p in data.values() if isinstance(p, dict)),
-            )
-            return data
-    except Exception as e:
-        logger.debug("Failed to fetch models.dev: %s", e)
-
-    # Fall back to disk cache — use a short TTL (5 min) so we retry
-    # the network fetch soon instead of serving stale data for a full hour.
-    if not _models_dev_cache:
-        _models_dev_cache = _load_disk_cache()
-        if _models_dev_cache:
-            _models_dev_cache_time = time.time() - _MODELS_DEV_CACHE_TTL + 300
-            logger.debug("Loaded models.dev from disk cache (%d providers)", len(_models_dev_cache))
-
-    return _models_dev_cache
-
-
-def lookup_models_dev_context(provider: str, model: str) -> Optional[int]:
-    """Look up context_length for a provider+model combo in models.dev.
-
-    Returns the context window in tokens, or None if not found.
-    Handles case-insensitive matching and filters out context=0 entries.
-    """
-    mdev_provider_id = PROVIDER_TO_MODELS_DEV.get(provider)
-    if not mdev_provider_id:
-        return None
-
-    data = fetch_models_dev()
-    provider_data = data.get(mdev_provider_id)
-    if not isinstance(provider_data, dict):
-        return None
-
-    models = provider_data.get("models", {})
-    if not isinstance(models, dict):
-        return None
-
-    # Exact match
-    entry = models.get(model)
-    if entry:
-        ctx = _extract_context(entry)
-        if ctx:
-            return ctx
-
-    # Case-insensitive match
-    model_lower = model.lower()
-    for mid, mdata in models.items():
-        if mid.lower() == model_lower:
-            ctx = _extract_context(mdata)
-            if ctx:
-                return ctx
-
-    return None
-
-
-def _extract_context(entry: Dict[str, Any]) -> Optional[int]:
-    """Extract context_length from a models.dev model entry.
-
-    Returns None for invalid/zero values (some audio/image models have context=0).
-    """
-    if not isinstance(entry, dict):
-        return None
-    limit = entry.get("limit")
-    if not isinstance(limit, dict):
-        return None
-    ctx = limit.get("context")
-    if isinstance(ctx, (int, float)) and ctx > 0:
-        return int(ctx)
-    return None
-
-
-# ---------------------------------------------------------------------------
-# Model capability metadata
-# ---------------------------------------------------------------------------
-
-
-@dataclass
-class ModelCapabilities:
-    """Structured capability metadata for a model from models.dev."""
-
-    supports_tools: bool = True
-    supports_vision: bool = False
-    supports_reasoning: bool = False
-    context_window: int = 200000
-    max_output_tokens: int = 8192
-    model_family: str = ""
-
-
-def _get_provider_models(provider: str) -> Optional[Dict[str, Any]]:
-    """Resolve a Hermes provider ID to its models dict from models.dev.
-
-    Returns the models dict or None if the provider is unknown or has no data.
-    """
-    mdev_provider_id = PROVIDER_TO_MODELS_DEV.get(provider)
-    if not mdev_provider_id:
-        return None
-
-    data = fetch_models_dev()
-    provider_data = data.get(mdev_provider_id)
-    if not isinstance(provider_data, dict):
-        return None
-
-    models = provider_data.get("models", {})
-    if not isinstance(models, dict):
-        return None
-
-    return models
-
-
-def _find_model_entry(models: Dict[str, Any], model: str) -> Optional[Dict[str, Any]]:
-    """Find a model entry by exact match, then case-insensitive fallback."""
-    # Exact match
-    entry = models.get(model)
-    if isinstance(entry, dict):
-        return entry
-
-    # Case-insensitive match
-    model_lower = model.lower()
-    for mid, mdata in models.items():
-        if mid.lower() == model_lower and isinstance(mdata, dict):
-            return mdata
-
-    return None
-
-
-def get_model_capabilities(provider: str, model: str) -> Optional[ModelCapabilities]:
-    """Look up full capability metadata from models.dev cache.
-
-    Uses the existing fetch_models_dev() and PROVIDER_TO_MODELS_DEV mapping.
-    Returns None if model not found.
-
-    Extracts from model entry fields:
-      - reasoning  (bool)  → supports_reasoning
-      - tool_call  (bool)  → supports_tools
-      - attachment (bool)  → supports_vision
-      - limit.context (int) → context_window
-      - limit.output  (int) → max_output_tokens
-      - family     (str)   → model_family
-    """
-    models = _get_provider_models(provider)
-    if models is None:
-        return None
-
-    entry = _find_model_entry(models, model)
-    if entry is None:
-        return None
-
-    # Extract capability flags (default to False if missing)
-    supports_tools = bool(entry.get("tool_call", False))
-    # Vision: check both the `attachment` flag and `modalities.input` for "image".
-    # Some models (e.g. gemma-4) list image in input modalities but not attachment.
-    input_mods = entry.get("modalities", {})
-    if isinstance(input_mods, dict):
-        input_mods = input_mods.get("input", [])
-    else:
-        input_mods = []
-    supports_vision = bool(entry.get("attachment", False)) or "image" in input_mods
-    supports_reasoning = bool(entry.get("reasoning", False))
-
-    # Extract limits
-    limit = entry.get("limit", {})
-    if not isinstance(limit, dict):
-        limit = {}
-
-    ctx = limit.get("context")
-    context_window = int(ctx) if isinstance(ctx, (int, float)) and ctx > 0 else 200000
-
-    out = limit.get("output")
-    max_output_tokens = int(out) if isinstance(out, (int, float)) and out > 0 else 8192
-
-    model_family = entry.get("family", "") or ""
-
-    return ModelCapabilities(
-        supports_tools=supports_tools,
-        supports_vision=supports_vision,
-        supports_reasoning=supports_reasoning,
-        context_window=context_window,
-        max_output_tokens=max_output_tokens,
-        model_family=model_family,
-    )
-
-
-def list_provider_models(provider: str) -> List[str]:
-    """Return all model IDs for a provider from models.dev.
-
-    Returns an empty list if the provider is unknown or has no data.
-    """
-    models = _get_provider_models(provider)
-    if models is None:
-        return []
-    return [
-        mid for mid in models.keys()
-        if not _should_hide_from_provider_catalog(provider, mid)
-    ]
-
-
-# Patterns that indicate non-agentic or noise models (TTS, embedding,
-# dated preview snapshots, live/streaming-only, image-only).
-import re
-_NOISE_PATTERNS: re.Pattern = re.compile(
-    r"-tts\b|embedding|live-|-(preview|exp)-\d{2,4}[-_]|"
-    r"-image\b|-image-preview\b|-customtools\b",
-    re.IGNORECASE,
-)
-
-# Google's live Gemini catalogs currently include a mix of stale slugs and
-# Gemma models whose TPM quotas are too small for normal Hermes agent traffic.
-# Keep capability metadata available for direct/manual use, but hide these from
-# the Gemini model catalogs we surface in setup and model selection.
-_GOOGLE_HIDDEN_MODELS = frozenset({
-    # Low-TPM Gemma models that trip Google input-token quota walls under
-    # agent-style traffic despite advertising large context windows.
-    "gemma-4-31b-it",
-    "gemma-4-26b-it",
-    "gemma-4-26b-a4b-it",
-    "gemma-3-1b",
-    "gemma-3-1b-it",
-    "gemma-3-2b",
-    "gemma-3-2b-it",
-    "gemma-3-4b",
-    "gemma-3-4b-it",
-    "gemma-3-12b",
-    "gemma-3-12b-it",
-    "gemma-3-27b",
-    "gemma-3-27b-it",
-    # Stale/retired Google slugs that still surface through models.dev-backed
-    # Gemini selection but 404 on the current Google endpoints.
-    "gemini-1.5-flash",
-    "gemini-1.5-pro",
-    "gemini-1.5-flash-8b",
-    "gemini-2.0-flash",
-    "gemini-2.0-flash-lite",
-})
-
-
-def _should_hide_from_provider_catalog(provider: str, model_id: str) -> bool:
-    provider_lower = (provider or "").strip().lower()
-    model_lower = (model_id or "").strip().lower()
-    if provider_lower in {"gemini", "google"} and model_lower in _GOOGLE_HIDDEN_MODELS:
-        return True
-    return False
-
-
-def list_agentic_models(provider: str) -> List[str]:
-    """Return model IDs suitable for agentic use from models.dev.
-
-    Filters for tool_call=True and excludes noise (TTS, embedding,
-    dated preview snapshots, live/streaming, image-only models).
-    Returns an empty list on any failure.
-    """
-    models = _get_provider_models(provider)
-    if models is None:
-        return []
-
-    result = []
-    for mid, entry in models.items():
-        if not isinstance(entry, dict):
-            continue
-        if _should_hide_from_provider_catalog(provider, mid):
-            continue
-        if not entry.get("tool_call", False):
-            continue
-        if _NOISE_PATTERNS.search(mid):
-            continue
-        result.append(mid)
-    return result
-
-
-
-# ---------------------------------------------------------------------------
-# Rich dataclass constructors — parse raw models.dev JSON into dataclasses
-# ---------------------------------------------------------------------------
-
-def _parse_model_info(model_id: str, raw: Dict[str, Any], provider_id: str) -> ModelInfo:
-    """Convert a raw models.dev model entry dict into a ModelInfo dataclass."""
-    limit = raw.get("limit") or {}
-    if not isinstance(limit, dict):
-        limit = {}
-
-    cost = raw.get("cost") or {}
-    if not isinstance(cost, dict):
-        cost = {}
-
-    modalities = raw.get("modalities") or {}
-    if not isinstance(modalities, dict):
-        modalities = {}
-
-    input_mods = modalities.get("input") or []
-    output_mods = modalities.get("output") or []
-
-    ctx = limit.get("context")
-    ctx_int = int(ctx) if isinstance(ctx, (int, float)) and ctx > 0 else 0
-    out = limit.get("output")
-    out_int = int(out) if isinstance(out, (int, float)) and out > 0 else 0
-    inp = limit.get("input")
-    inp_int = int(inp) if isinstance(inp, (int, float)) and inp > 0 else None
-
-    return ModelInfo(
-        id=model_id,
-        name=raw.get("name", "") or model_id,
-        family=raw.get("family", "") or "",
-        provider_id=provider_id,
-        reasoning=bool(raw.get("reasoning", False)),
-        tool_call=bool(raw.get("tool_call", False)),
-        attachment=bool(raw.get("attachment", False)),
-        temperature=bool(raw.get("temperature", False)),
-        structured_output=bool(raw.get("structured_output", False)),
-        open_weights=bool(raw.get("open_weights", False)),
-        input_modalities=tuple(input_mods) if isinstance(input_mods, list) else (),
-        output_modalities=tuple(output_mods) if isinstance(output_mods, list) else (),
-        context_window=ctx_int,
-        max_output=out_int,
-        max_input=inp_int,
-        cost_input=float(cost.get("input", 0) or 0),
-        cost_output=float(cost.get("output", 0) or 0),
-        cost_cache_read=float(cost["cache_read"]) if "cache_read" in cost and cost["cache_read"] is not None else None,
-        cost_cache_write=float(cost["cache_write"]) if "cache_write" in cost and cost["cache_write"] is not None else None,
-        knowledge_cutoff=raw.get("knowledge", "") or "",
-        release_date=raw.get("release_date", "") or "",
-        status=raw.get("status", "") or "",
-        interleaved=raw.get("interleaved", False),
-    )
-
-
-def _parse_provider_info(provider_id: str, raw: Dict[str, Any]) -> ProviderInfo:
-    """Convert a raw models.dev provider entry dict into a ProviderInfo."""
-    env = raw.get("env") or []
-    models = raw.get("models") or {}
-    return ProviderInfo(
-        id=provider_id,
-        name=raw.get("name", "") or provider_id,
-        env=tuple(env) if isinstance(env, list) else (),
-        api=raw.get("api", "") or "",
-        doc=raw.get("doc", "") or "",
-        model_count=len(models) if isinstance(models, dict) else 0,
-    )
-
-
-# ---------------------------------------------------------------------------
-# Provider-level queries
-# ---------------------------------------------------------------------------
-
-def get_provider_info(provider_id: str) -> Optional[ProviderInfo]:
-    """Get full provider metadata from models.dev.
-
-    Accepts either a Hermes provider ID (e.g. "kilocode") or a models.dev
-    ID (e.g. "kilo").  Returns None if the provider is not in the catalog.
-    """
-    # Resolve Hermes ID → models.dev ID
-    mdev_id = PROVIDER_TO_MODELS_DEV.get(provider_id, provider_id)
-
-    data = fetch_models_dev()
-    raw = data.get(mdev_id)
-    if not isinstance(raw, dict):
-        return None
-
-    return _parse_provider_info(mdev_id, raw)
-
-
-# ---------------------------------------------------------------------------
-# Model-level queries (rich ModelInfo)
-# ---------------------------------------------------------------------------
-
-def get_model_info(
-    provider_id: str, model_id: str
-) -> Optional[ModelInfo]:
-    """Get full model metadata from models.dev.
-
-    Accepts Hermes or models.dev provider ID.  Tries exact match then
-    case-insensitive fallback.  Returns None if not found.
-    """
-    mdev_id = PROVIDER_TO_MODELS_DEV.get(provider_id, provider_id)
-
-    data = fetch_models_dev()
-    pdata = data.get(mdev_id)
-    if not isinstance(pdata, dict):
-        return None
-
-    models = pdata.get("models", {})
-    if not isinstance(models, dict):
-        return None
-
-    # Exact match
-    raw = models.get(model_id)
-    if isinstance(raw, dict):
-        return _parse_model_info(model_id, raw, mdev_id)
-
-    # Case-insensitive fallback
-    model_lower = model_id.lower()
-    for mid, mdata in models.items():
-        if mid.lower() == model_lower and isinstance(mdata, dict):
-            return _parse_model_info(mid, mdata, mdev_id)
-
-    return None

agent/nous_rate_guard.py

@@ -1,182 +0,0 @@
-"""Cross-session rate limit guard for Nous Portal.
-
-Writes rate limit state to a shared file so all sessions (CLI, gateway,
-cron, auxiliary) can check whether Nous Portal is currently rate-limited
-before making requests.  Prevents retry amplification when RPH is tapped.
-
-Each 429 from Nous triggers up to 9 API calls per conversation turn
-(3 SDK retries x 3 Hermes retries), and every one of those calls counts
-against RPH.  By recording the rate limit state on first 429 and checking
-it before subsequent attempts, we eliminate the amplification effect.
-"""
-
-from __future__ import annotations
-
-import json
-import logging
-import os
-import tempfile
-import time
-from typing import Any, Mapping, Optional
-
-logger = logging.getLogger(__name__)
-
-_STATE_SUBDIR = "rate_limits"
-_STATE_FILENAME = "nous.json"
-
-
-def _state_path() -> str:
-    """Return the path to the Nous rate limit state file."""
-    try:
-        from hermes_constants import get_hermes_home
-        base = get_hermes_home()
-    except ImportError:
-        base = os.path.join(os.path.expanduser("~"), ".hermes")
-    return os.path.join(base, _STATE_SUBDIR, _STATE_FILENAME)
-
-
-def _parse_reset_seconds(headers: Optional[Mapping[str, str]]) -> Optional[float]:
-    """Extract the best available reset-time estimate from response headers.
-
-    Priority:
-      1. x-ratelimit-reset-requests-1h  (hourly RPH window — most useful)
-      2. x-ratelimit-reset-requests     (per-minute RPM window)
-      3. retry-after                     (generic HTTP header)
-
-    Returns seconds-from-now, or None if no usable header found.
-    """
-    if not headers:
-        return None
-
-    lowered = {k.lower(): v for k, v in headers.items()}
-
-    for key in (
-        "x-ratelimit-reset-requests-1h",
-        "x-ratelimit-reset-requests",
-        "retry-after",
-    ):
-        raw = lowered.get(key)
-        if raw is not None:
-            try:
-                val = float(raw)
-                if val > 0:
-                    return val
-            except (TypeError, ValueError):
-                pass
-
-    return None
-
-
-def record_nous_rate_limit(
-    *,
-    headers: Optional[Mapping[str, str]] = None,
-    error_context: Optional[dict[str, Any]] = None,
-    default_cooldown: float = 300.0,
-) -> None:
-    """Record that Nous Portal is rate-limited.
-
-    Parses the reset time from response headers or error context.
-    Falls back to ``default_cooldown`` (5 minutes) if no reset info
-    is available.  Writes to a shared file that all sessions can read.
-
-    Args:
-        headers: HTTP response headers from the 429 error.
-        error_context: Structured error context from _extract_api_error_context().
-        default_cooldown: Fallback cooldown in seconds when no header data.
-    """
-    now = time.time()
-    reset_at = None
-
-    # Try headers first (most accurate)
-    header_seconds = _parse_reset_seconds(headers)
-    if header_seconds is not None:
-        reset_at = now + header_seconds
-
-    # Try error_context reset_at (from body parsing)
-    if reset_at is None and isinstance(error_context, dict):
-        ctx_reset = error_context.get("reset_at")
-        if isinstance(ctx_reset, (int, float)) and ctx_reset > now:
-            reset_at = float(ctx_reset)
-
-    # Default cooldown
-    if reset_at is None:
-        reset_at = now + default_cooldown
-
-    path = _state_path()
-    try:
-        state_dir = os.path.dirname(path)
-        os.makedirs(state_dir, exist_ok=True)
-
-        state = {
-            "reset_at": reset_at,
-            "recorded_at": now,
-            "reset_seconds": reset_at - now,
-        }
-
-        # Atomic write: write to temp file + rename
-        fd, tmp_path = tempfile.mkstemp(dir=state_dir, suffix=".tmp")
-        try:
-            with os.fdopen(fd, "w") as f:
-                json.dump(state, f)
-            os.replace(tmp_path, path)
-        except Exception:
-            # Clean up temp file on failure
-            try:
-                os.unlink(tmp_path)
-            except OSError:
-                pass
-            raise
-
-        logger.info(
-            "Nous rate limit recorded: resets in %.0fs (at %.0f)",
-            reset_at - now, reset_at,
-        )
-    except Exception as exc:
-        logger.debug("Failed to write Nous rate limit state: %s", exc)
-
-
-def nous_rate_limit_remaining() -> Optional[float]:
-    """Check if Nous Portal is currently rate-limited.
-
-    Returns:
-        Seconds remaining until reset, or None if not rate-limited.
-    """
-    path = _state_path()
-    try:
-        with open(path) as f:
-            state = json.load(f)
-        reset_at = state.get("reset_at", 0)
-        remaining = reset_at - time.time()
-        if remaining > 0:
-            return remaining
-        # Expired — clean up
-        try:
-            os.unlink(path)
-        except OSError:
-            pass
-        return None
-    except (FileNotFoundError, json.JSONDecodeError, KeyError, TypeError):
-        return None
-
-
-def clear_nous_rate_limit() -> None:
-    """Clear the rate limit state (e.g., after a successful Nous request)."""
-    try:
-        os.unlink(_state_path())
-    except FileNotFoundError:
-        pass
-    except OSError as exc:
-        logger.debug("Failed to clear Nous rate limit state: %s", exc)
-
-
-def format_remaining(seconds: float) -> str:
-    """Format seconds remaining into human-readable duration."""
-    s = max(0, int(seconds))
-    if s < 60:
-        return f"{s}s"
-    if s < 3600:
-        m, sec = divmod(s, 60)
-        return f"{m}m {sec}s" if sec else f"{m}m"
-    h, remainder = divmod(s, 3600)
-    m = remainder // 60
-    return f"{h}h {m}m" if m else f"{h}h"

agent/prompt_caching.py

@@ -1,72 +0,0 @@
-"""Anthropic prompt caching (system_and_3 strategy).
-
-Reduces input token costs by ~75% on multi-turn conversations by caching
-the conversation prefix. Uses 4 cache_control breakpoints (Anthropic max):
-  1. System prompt (stable across all turns)
-  2-4. Last 3 non-system messages (rolling window)
-
-Pure functions -- no class state, no AIAgent dependency.
-"""
-
-import copy
-from typing import Any, Dict, List
-
-
-def _apply_cache_marker(msg: dict, cache_marker: dict, native_anthropic: bool = False) -> None:
-    """Add cache_control to a single message, handling all format variations."""
-    role = msg.get("role", "")
-    content = msg.get("content")
-
-    if role == "tool":
-        if native_anthropic:
-            msg["cache_control"] = cache_marker
-        return
-
-    if content is None or content == "":
-        msg["cache_control"] = cache_marker
-        return
-
-    if isinstance(content, str):
-        msg["content"] = [
-            {"type": "text", "text": content, "cache_control": cache_marker}
-        ]
-        return
-
-    if isinstance(content, list) and content:
-        last = content[-1]
-        if isinstance(last, dict):
-            last["cache_control"] = cache_marker
-
-
-def apply_anthropic_cache_control(
-    api_messages: List[Dict[str, Any]],
-    cache_ttl: str = "5m",
-    native_anthropic: bool = False,
-) -> List[Dict[str, Any]]:
-    """Apply system_and_3 caching strategy to messages for Anthropic models.
-
-    Places up to 4 cache_control breakpoints: system prompt + last 3 non-system messages.
-
-    Returns:
-        Deep copy of messages with cache_control breakpoints injected.
-    """
-    messages = copy.deepcopy(api_messages)
-    if not messages:
-        return messages
-
-    marker = {"type": "ephemeral"}
-    if cache_ttl == "1h":
-        marker["ttl"] = "1h"
-
-    breakpoints_used = 0
-
-    if messages[0].get("role") == "system":
-        _apply_cache_marker(messages[0], marker, native_anthropic=native_anthropic)
-        breakpoints_used += 1
-
-    remaining = 4 - breakpoints_used
-    non_sys = [i for i in range(len(messages)) if messages[i].get("role") != "system"]
-    for idx in non_sys[-remaining:]:
-        _apply_cache_marker(messages[idx], marker, native_anthropic=native_anthropic)
-
-    return messages

agent/rate_limit_tracker.py

@@ -1,246 +0,0 @@
-"""Rate limit tracking for inference API responses.
-
-Captures x-ratelimit-* headers from provider responses and provides
-formatted display for the /usage slash command.  Currently supports
-the Nous Portal header format (also used by OpenRouter and OpenAI-compatible
-APIs that follow the same convention).
-
-Header schema (12 headers total):
-    x-ratelimit-limit-requests          RPM cap
-    x-ratelimit-limit-requests-1h       RPH cap
-    x-ratelimit-limit-tokens            TPM cap
-    x-ratelimit-limit-tokens-1h         TPH cap
-    x-ratelimit-remaining-requests      requests left in minute window
-    x-ratelimit-remaining-requests-1h   requests left in hour window
-    x-ratelimit-remaining-tokens        tokens left in minute window
-    x-ratelimit-remaining-tokens-1h     tokens left in hour window
-    x-ratelimit-reset-requests          seconds until minute request window resets
-    x-ratelimit-reset-requests-1h       seconds until hour request window resets
-    x-ratelimit-reset-tokens            seconds until minute token window resets
-    x-ratelimit-reset-tokens-1h         seconds until hour token window resets
-"""
-
-from __future__ import annotations
-
-import time
-from dataclasses import dataclass, field
-from typing import Any, Mapping, Optional
-
-
-@dataclass
-class RateLimitBucket:
-    """One rate-limit window (e.g. requests per minute)."""
-
-    limit: int = 0
-    remaining: int = 0
-    reset_seconds: float = 0.0
-    captured_at: float = 0.0  # time.time() when this was captured
-
-    @property
-    def used(self) -> int:
-        return max(0, self.limit - self.remaining)
-
-    @property
-    def usage_pct(self) -> float:
-        if self.limit <= 0:
-            return 0.0
-        return (self.used / self.limit) * 100.0
-
-    @property
-    def remaining_seconds_now(self) -> float:
-        """Estimated seconds remaining until reset, adjusted for elapsed time."""
-        elapsed = time.time() - self.captured_at
-        return max(0.0, self.reset_seconds - elapsed)
-
-
-@dataclass
-class RateLimitState:
-    """Full rate-limit state parsed from response headers."""
-
-    requests_min: RateLimitBucket = field(default_factory=RateLimitBucket)
-    requests_hour: RateLimitBucket = field(default_factory=RateLimitBucket)
-    tokens_min: RateLimitBucket = field(default_factory=RateLimitBucket)
-    tokens_hour: RateLimitBucket = field(default_factory=RateLimitBucket)
-    captured_at: float = 0.0  # when the headers were captured
-    provider: str = ""
-
-    @property
-    def has_data(self) -> bool:
-        return self.captured_at > 0
-
-    @property
-    def age_seconds(self) -> float:
-        if not self.has_data:
-            return float("inf")
-        return time.time() - self.captured_at
-
-
-def _safe_int(value: Any, default: int = 0) -> int:
-    try:
-        return int(float(value))
-    except (TypeError, ValueError):
-        return default
-
-
-def _safe_float(value: Any, default: float = 0.0) -> float:
-    try:
-        return float(value)
-    except (TypeError, ValueError):
-        return default
-
-
-def parse_rate_limit_headers(
-    headers: Mapping[str, str],
-    provider: str = "",
-) -> Optional[RateLimitState]:
-    """Parse x-ratelimit-* headers into a RateLimitState.
-
-    Returns None if no rate limit headers are present.
-    """
-    # Normalize to lowercase so lookups work regardless of how the server
-    # capitalises headers (HTTP header names are case-insensitive per RFC 7230).
-    lowered = {k.lower(): v for k, v in headers.items()}
-
-    # Quick check: at least one rate limit header must exist
-    has_any = any(k.startswith("x-ratelimit-") for k in lowered)
-    if not has_any:
-        return None
-
-    now = time.time()
-
-    def _bucket(resource: str, suffix: str = "") -> RateLimitBucket:
-        # e.g. resource="requests", suffix="" -> per-minute
-        #      resource="tokens", suffix="-1h" -> per-hour
-        tag = f"{resource}{suffix}"
-        return RateLimitBucket(
-            limit=_safe_int(lowered.get(f"x-ratelimit-limit-{tag}")),
-            remaining=_safe_int(lowered.get(f"x-ratelimit-remaining-{tag}")),
-            reset_seconds=_safe_float(lowered.get(f"x-ratelimit-reset-{tag}")),
-            captured_at=now,
-        )
-
-    return RateLimitState(
-        requests_min=_bucket("requests"),
-        requests_hour=_bucket("requests", "-1h"),
-        tokens_min=_bucket("tokens"),
-        tokens_hour=_bucket("tokens", "-1h"),
-        captured_at=now,
-        provider=provider,
-    )
-
-
-# ── Formatting ──────────────────────────────────────────────────────────
-
-
-def _fmt_count(n: int) -> str:
-    """Human-friendly number: 7999856 -> '8.0M', 33599 -> '33.6K', 799 -> '799'."""
-    if n >= 1_000_000:
-        return f"{n / 1_000_000:.1f}M"
-    if n >= 10_000:
-        return f"{n / 1_000:.1f}K"
-    if n >= 1_000:
-        return f"{n / 1_000:.1f}K"
-    return str(n)
-
-
-def _fmt_seconds(seconds: float) -> str:
-    """Seconds -> human-friendly duration: '58s', '2m 14s', '58m 57s', '1h 2m'."""
-    s = max(0, int(seconds))
-    if s < 60:
-        return f"{s}s"
-    if s < 3600:
-        m, sec = divmod(s, 60)
-        return f"{m}m {sec}s" if sec else f"{m}m"
-    h, remainder = divmod(s, 3600)
-    m = remainder // 60
-    return f"{h}h {m}m" if m else f"{h}h"
-
-
-def _bar(pct: float, width: int = 20) -> str:
-    """ASCII progress bar: [████████░░░░░░░░░░░░] 40%."""
-    filled = int(pct / 100.0 * width)
-    filled = max(0, min(width, filled))
-    empty = width - filled
-    return f"[{'█' * filled}{'░' * empty}]"
-
-
-def _bucket_line(label: str, bucket: RateLimitBucket, label_width: int = 14) -> str:
-    """Format one bucket as a single line."""
-    if bucket.limit <= 0:
-        return f"  {label:<{label_width}}  (no data)"
-
-    pct = bucket.usage_pct
-    used = _fmt_count(bucket.used)
-    limit = _fmt_count(bucket.limit)
-    remaining = _fmt_count(bucket.remaining)
-    reset = _fmt_seconds(bucket.remaining_seconds_now)
-
-    bar = _bar(pct)
-    return f"  {label:<{label_width}} {bar} {pct:5.1f}%  {used}/{limit} used  ({remaining} left, resets in {reset})"
-
-
-def format_rate_limit_display(state: RateLimitState) -> str:
-    """Format rate limit state for terminal/chat display."""
-    if not state.has_data:
-        return "No rate limit data yet — make an API request first."
-
-    age = state.age_seconds
-    if age < 5:
-        freshness = "just now"
-    elif age < 60:
-        freshness = f"{int(age)}s ago"
-    else:
-        freshness = f"{_fmt_seconds(age)} ago"
-
-    provider_label = state.provider.title() if state.provider else "Provider"
-
-    lines = [
-        f"{provider_label} Rate Limits (captured {freshness}):",
-        "",
-        _bucket_line("Requests/min", state.requests_min),
-        _bucket_line("Requests/hr", state.requests_hour),
-        "",
-        _bucket_line("Tokens/min", state.tokens_min),
-        _bucket_line("Tokens/hr", state.tokens_hour),
-    ]
-
-    # Add warnings if any bucket is getting hot
-    warnings = []
-    for label, bucket in [
-        ("requests/min", state.requests_min),
-        ("requests/hr", state.requests_hour),
-        ("tokens/min", state.tokens_min),
-        ("tokens/hr", state.tokens_hour),
-    ]:
-        if bucket.limit > 0 and bucket.usage_pct >= 80:
-            reset = _fmt_seconds(bucket.remaining_seconds_now)
-            warnings.append(f"  ⚠ {label} at {bucket.usage_pct:.0f}% — resets in {reset}")
-
-    if warnings:
-        lines.append("")
-        lines.extend(warnings)
-
-    return "\n".join(lines)
-
-
-def format_rate_limit_compact(state: RateLimitState) -> str:
-    """One-line compact summary for status bars / gateway messages."""
-    if not state.has_data:
-        return "No rate limit data."
-
-    rm = state.requests_min
-    tm = state.tokens_min
-    rh = state.requests_hour
-    th = state.tokens_hour
-
-    parts = []
-    if rm.limit > 0:
-        parts.append(f"RPM: {rm.remaining}/{rm.limit}")
-    if rh.limit > 0:
-        parts.append(f"RPH: {_fmt_count(rh.remaining)}/{_fmt_count(rh.limit)} (resets {_fmt_seconds(rh.remaining_seconds_now)})")
-    if tm.limit > 0:
-        parts.append(f"TPM: {_fmt_count(tm.remaining)}/{_fmt_count(tm.limit)}")
-    if th.limit > 0:
-        parts.append(f"TPH: {_fmt_count(th.remaining)}/{_fmt_count(th.limit)} (resets {_fmt_seconds(th.remaining_seconds_now)})")
-
-    return " | ".join(parts)

agent/redact.py

@@ -1,340 +0,0 @@
-"""Regex-based secret redaction for logs and tool output.
-
-Applies pattern matching to mask API keys, tokens, and credentials
-before they reach log files, verbose output, or gateway logs.
-
-Short tokens (< 18 chars) are fully masked. Longer tokens preserve
-the first 6 and last 4 characters for debuggability.
-"""
-
-import logging
-import os
-import re
-
-logger = logging.getLogger(__name__)
-
-# Sensitive query-string parameter names (case-insensitive exact match).
-# Ported from nearai/ironclaw#2529 — catches tokens whose values don't match
-# any known vendor prefix regex (e.g. opaque tokens, short OAuth codes).
-_SENSITIVE_QUERY_PARAMS = frozenset({
-    "access_token",
-    "refresh_token",
-    "id_token",
-    "token",
-    "api_key",
-    "apikey",
-    "client_secret",
-    "password",
-    "auth",
-    "jwt",
-    "session",
-    "secret",
-    "key",
-    "code",           # OAuth authorization codes
-    "signature",      # pre-signed URL signatures
-    "x-amz-signature",
-})
-
-# Sensitive form-urlencoded / JSON body key names (case-insensitive exact match).
-# Exact match, NOT substring — "token_count" and "session_id" must NOT match.
-# Ported from nearai/ironclaw#2529.
-_SENSITIVE_BODY_KEYS = frozenset({
-    "access_token",
-    "refresh_token",
-    "id_token",
-    "token",
-    "api_key",
-    "apikey",
-    "client_secret",
-    "password",
-    "auth",
-    "jwt",
-    "secret",
-    "private_key",
-    "authorization",
-    "key",
-})
-
-# Snapshot at import time so runtime env mutations (e.g. LLM-generated
-# `export HERMES_REDACT_SECRETS=false`) cannot disable redaction mid-session.
-_REDACT_ENABLED = os.getenv("HERMES_REDACT_SECRETS", "").lower() not in ("0", "false", "no", "off")
-
-# Known API key prefixes -- match the prefix + contiguous token chars
-_PREFIX_PATTERNS = [
-    r"sk-[A-Za-z0-9_-]{10,}",           # OpenAI / OpenRouter / Anthropic (sk-ant-*)
-    r"ghp_[A-Za-z0-9]{10,}",            # GitHub PAT (classic)
-    r"github_pat_[A-Za-z0-9_]{10,}",    # GitHub PAT (fine-grained)
-    r"gho_[A-Za-z0-9]{10,}",            # GitHub OAuth access token
-    r"ghu_[A-Za-z0-9]{10,}",            # GitHub user-to-server token
-    r"ghs_[A-Za-z0-9]{10,}",            # GitHub server-to-server token
-    r"ghr_[A-Za-z0-9]{10,}",            # GitHub refresh token
-    r"xox[baprs]-[A-Za-z0-9-]{10,}",    # Slack tokens
-    r"AIza[A-Za-z0-9_-]{30,}",          # Google API keys
-    r"pplx-[A-Za-z0-9]{10,}",           # Perplexity
-    r"fal_[A-Za-z0-9_-]{10,}",          # Fal.ai
-    r"fc-[A-Za-z0-9]{10,}",             # Firecrawl
-    r"bb_live_[A-Za-z0-9_-]{10,}",      # BrowserBase
-    r"gAAAA[A-Za-z0-9_=-]{20,}",        # Codex encrypted tokens
-    r"AKIA[A-Z0-9]{16}",                # AWS Access Key ID
-    r"sk_live_[A-Za-z0-9]{10,}",        # Stripe secret key (live)
-    r"sk_test_[A-Za-z0-9]{10,}",        # Stripe secret key (test)
-    r"rk_live_[A-Za-z0-9]{10,}",        # Stripe restricted key
-    r"SG\.[A-Za-z0-9_-]{10,}",          # SendGrid API key
-    r"hf_[A-Za-z0-9]{10,}",             # HuggingFace token
-    r"r8_[A-Za-z0-9]{10,}",             # Replicate API token
-    r"npm_[A-Za-z0-9]{10,}",            # npm access token
-    r"pypi-[A-Za-z0-9_-]{10,}",         # PyPI API token
-    r"dop_v1_[A-Za-z0-9]{10,}",         # DigitalOcean PAT
-    r"doo_v1_[A-Za-z0-9]{10,}",         # DigitalOcean OAuth
-    r"am_[A-Za-z0-9_-]{10,}",           # AgentMail API key
-    r"sk_[A-Za-z0-9_]{10,}",            # ElevenLabs TTS key (sk_ underscore, not sk- dash)
-    r"tvly-[A-Za-z0-9]{10,}",           # Tavily search API key
-    r"exa_[A-Za-z0-9]{10,}",            # Exa search API key
-    r"gsk_[A-Za-z0-9]{10,}",            # Groq Cloud API key
-    r"syt_[A-Za-z0-9]{10,}",            # Matrix access token
-    r"retaindb_[A-Za-z0-9]{10,}",       # RetainDB API key
-    r"hsk-[A-Za-z0-9]{10,}",            # Hindsight API key
-    r"mem0_[A-Za-z0-9]{10,}",           # Mem0 Platform API key
-    r"brv_[A-Za-z0-9]{10,}",            # ByteRover API key
-]
-
-# ENV assignment patterns: KEY=value where KEY contains a secret-like name
-_SECRET_ENV_NAMES = r"(?:API_?KEY|TOKEN|SECRET|PASSWORD|PASSWD|CREDENTIAL|AUTH)"
-_ENV_ASSIGN_RE = re.compile(
-    rf"([A-Z0-9_]{{0,50}}{_SECRET_ENV_NAMES}[A-Z0-9_]{{0,50}})\s*=\s*(['\"]?)(\S+)\2",
-)
-
-# JSON field patterns: "apiKey": "value", "token": "value", etc.
-_JSON_KEY_NAMES = r"(?:api_?[Kk]ey|token|secret|password|access_token|refresh_token|auth_token|bearer|secret_value|raw_secret|secret_input|key_material)"
-_JSON_FIELD_RE = re.compile(
-    rf'("{_JSON_KEY_NAMES}")\s*:\s*"([^"]+)"',
-    re.IGNORECASE,
-)
-
-# Authorization headers
-_AUTH_HEADER_RE = re.compile(
-    r"(Authorization:\s*Bearer\s+)(\S+)",
-    re.IGNORECASE,
-)
-
-# Telegram bot tokens: bot<digits>:<token> or <digits>:<token>,
-# where token part is restricted to [-A-Za-z0-9_] and length >= 30
-_TELEGRAM_RE = re.compile(
-    r"(bot)?(\d{8,}):([-A-Za-z0-9_]{30,})",
-)
-
-# Private key blocks: -----BEGIN RSA PRIVATE KEY----- ... -----END RSA PRIVATE KEY-----
-_PRIVATE_KEY_RE = re.compile(
-    r"-----BEGIN[A-Z ]*PRIVATE KEY-----[\s\S]*?-----END[A-Z ]*PRIVATE KEY-----"
-)
-
-# Database connection strings: protocol://user:PASSWORD@host
-# Catches postgres, mysql, mongodb, redis, amqp URLs and redacts the password
-_DB_CONNSTR_RE = re.compile(
-    r"((?:postgres(?:ql)?|mysql|mongodb(?:\+srv)?|redis|amqp)://[^:]+:)([^@]+)(@)",
-    re.IGNORECASE,
-)
-
-# JWT tokens: header.payload[.signature] — always start with "eyJ" (base64 for "{")
-# Matches 1-part (header only), 2-part (header.payload), and full 3-part JWTs.
-_JWT_RE = re.compile(
-    r"eyJ[A-Za-z0-9_-]{10,}"           # Header (always starts with eyJ)
-    r"(?:\.[A-Za-z0-9_=-]{4,}){0,2}"   # Optional payload and/or signature
-)
-
-# Discord user/role mentions: <@123456789012345678> or <@!123456789012345678>
-# Snowflake IDs are 17-20 digit integers that resolve to specific Discord accounts.
-_DISCORD_MENTION_RE = re.compile(r"<@!?(\d{17,20})>")
-
-# E.164 phone numbers: +<country><number>, 7-15 digits
-# Negative lookahead prevents matching hex strings or identifiers
-_SIGNAL_PHONE_RE = re.compile(r"(\+[1-9]\d{6,14})(?![A-Za-z0-9])")
-
-# URLs containing query strings — matches `scheme://...?...[# or end]`.
-# Used to scan text for URLs whose query params may contain secrets.
-# Ported from nearai/ironclaw#2529.
-_URL_WITH_QUERY_RE = re.compile(
-    r"(https?|wss?|ftp)://"          # scheme
-    r"([^\s/?#]+)"                    # authority (may include userinfo)
-    r"([^\s?#]*)"                     # path
-    r"\?([^\s#]+)"                    # query (required)
-    r"(#\S*)?",                       # optional fragment
-)
-
-# URLs containing userinfo — `scheme://user:password@host` for ANY scheme
-# (not just DB protocols already covered by _DB_CONNSTR_RE above).
-# Catches things like `https://user:token@api.example.com/v1/foo`.
-_URL_USERINFO_RE = re.compile(
-    r"(https?|wss?|ftp)://([^/\s:@]+):([^/\s@]+)@",
-)
-
-# Form-urlencoded body detection: conservative — only applies when the entire
-# text looks like a query string (k=v&k=v pattern with no newlines).
-_FORM_BODY_RE = re.compile(
-    r"^[A-Za-z_][A-Za-z0-9_.-]*=[^&\s]*(?:&[A-Za-z_][A-Za-z0-9_.-]*=[^&\s]*)+$"
-)
-
-# Compile known prefix patterns into one alternation
-_PREFIX_RE = re.compile(
-    r"(?<![A-Za-z0-9_-])(" + "|".join(_PREFIX_PATTERNS) + r")(?![A-Za-z0-9_-])"
-)
-
-
-def _mask_token(token: str) -> str:
-    """Mask a token, preserving prefix for long tokens."""
-    if len(token) < 18:
-        return "***"
-    return f"{token[:6]}...{token[-4:]}"
-
-
-def _redact_query_string(query: str) -> str:
-    """Redact sensitive parameter values in a URL query string.
-
-    Handles `k=v&k=v` format. Sensitive keys (case-insensitive) have values
-    replaced with `***`. Non-sensitive keys pass through unchanged.
-    Empty or malformed pairs are preserved as-is.
-    """
-    if not query:
-        return query
-    parts = []
-    for pair in query.split("&"):
-        if "=" not in pair:
-            parts.append(pair)
-            continue
-        key, _, value = pair.partition("=")
-        if key.lower() in _SENSITIVE_QUERY_PARAMS:
-            parts.append(f"{key}=***")
-        else:
-            parts.append(pair)
-    return "&".join(parts)
-
-
-def _redact_url_query_params(text: str) -> str:
-    """Scan text for URLs with query strings and redact sensitive params.
-
-    Catches opaque tokens that don't match vendor prefix regexes, e.g.
-    `https://example.com/cb?code=ABC123&state=xyz` → `...?code=***&state=xyz`.
-    """
-    def _sub(m: re.Match) -> str:
-        scheme = m.group(1)
-        authority = m.group(2)
-        path = m.group(3)
-        query = _redact_query_string(m.group(4))
-        fragment = m.group(5) or ""
-        return f"{scheme}://{authority}{path}?{query}{fragment}"
-    return _URL_WITH_QUERY_RE.sub(_sub, text)
-
-
-def _redact_url_userinfo(text: str) -> str:
-    """Strip `user:password@` from HTTP/WS/FTP URLs.
-
-    DB protocols (postgres, mysql, mongodb, redis, amqp) are handled
-    separately by `_DB_CONNSTR_RE`.
-    """
-    return _URL_USERINFO_RE.sub(
-        lambda m: f"{m.group(1)}://{m.group(2)}:***@",
-        text,
-    )
-
-
-def _redact_form_body(text: str) -> str:
-    """Redact sensitive values in a form-urlencoded body.
-
-    Only applies when the entire input looks like a pure form body
-    (k=v&k=v with no newlines, no other text). Single-line non-form
-    text passes through unchanged. This is a conservative pass — the
-    `_redact_url_query_params` function handles embedded query strings.
-    """
-    if not text or "\n" in text or "&" not in text:
-        return text
-    # The body-body form check is strict: only trigger on clean k=v&k=v.
-    if not _FORM_BODY_RE.match(text.strip()):
-        return text
-    return _redact_query_string(text.strip())
-
-
-def redact_sensitive_text(text: str) -> str:
-    """Apply all redaction patterns to a block of text.
-
-    Safe to call on any string -- non-matching text passes through unchanged.
-    Disabled when security.redact_secrets is false in config.yaml.
-    """
-    if text is None:
-        return None
-    if not isinstance(text, str):
-        text = str(text)
-    if not text:
-        return text
-    if not _REDACT_ENABLED:
-        return text
-
-    # Known prefixes (sk-, ghp_, etc.)
-    text = _PREFIX_RE.sub(lambda m: _mask_token(m.group(1)), text)
-
-    # ENV assignments: OPENAI_API_KEY=sk-abc...
-    def _redact_env(m):
-        name, quote, value = m.group(1), m.group(2), m.group(3)
-        return f"{name}={quote}{_mask_token(value)}{quote}"
-    text = _ENV_ASSIGN_RE.sub(_redact_env, text)
-
-    # JSON fields: "apiKey": "value"
-    def _redact_json(m):
-        key, value = m.group(1), m.group(2)
-        return f'{key}: "{_mask_token(value)}"'
-    text = _JSON_FIELD_RE.sub(_redact_json, text)
-
-    # Authorization headers
-    text = _AUTH_HEADER_RE.sub(
-        lambda m: m.group(1) + _mask_token(m.group(2)),
-        text,
-    )
-
-    # Telegram bot tokens
-    def _redact_telegram(m):
-        prefix = m.group(1) or ""
-        digits = m.group(2)
-        return f"{prefix}{digits}:***"
-    text = _TELEGRAM_RE.sub(_redact_telegram, text)
-
-    # Private key blocks
-    text = _PRIVATE_KEY_RE.sub("[REDACTED PRIVATE KEY]", text)
-
-    # Database connection string passwords
-    text = _DB_CONNSTR_RE.sub(lambda m: f"{m.group(1)}***{m.group(3)}", text)
-
-    # JWT tokens (eyJ... — base64-encoded JSON headers)
-    text = _JWT_RE.sub(lambda m: _mask_token(m.group(0)), text)
-
-    # URL userinfo (http(s)://user:pass@host) — redact for non-DB schemes.
-    # DB schemes are handled above by _DB_CONNSTR_RE.
-    text = _redact_url_userinfo(text)
-
-    # URL query params containing opaque tokens (?access_token=…&code=…)
-    text = _redact_url_query_params(text)
-
-    # Form-urlencoded bodies (only triggers on clean k=v&k=v inputs).
-    text = _redact_form_body(text)
-
-    # Discord user/role mentions (<@snowflake_id>)
-    text = _DISCORD_MENTION_RE.sub(lambda m: f"<@{'!' if '!' in m.group(0) else ''}***>", text)
-
-    # E.164 phone numbers (Signal, WhatsApp)
-    def _redact_phone(m):
-        phone = m.group(1)
-        if len(phone) <= 8:
-            return phone[:2] + "****" + phone[-2:]
-        return phone[:4] + "****" + phone[-4:]
-    text = _SIGNAL_PHONE_RE.sub(_redact_phone, text)
-
-    return text
-
-
-class RedactingFormatter(logging.Formatter):
-    """Log formatter that redacts secrets from all log messages."""
-
-    def __init__(self, fmt=None, datefmt=None, style='%', **kwargs):
-        super().__init__(fmt, datefmt, style, **kwargs)
-
-    def format(self, record: logging.LogRecord) -> str:
-        original = super().format(record)
-        return redact_sensitive_text(original)

agent/retry_utils.py

@@ -1,57 +0,0 @@
-"""Retry utilities — jittered backoff for decorrelated retries.
-
-Replaces fixed exponential backoff with jittered delays to prevent
-thundering-herd retry spikes when multiple sessions hit the same
-rate-limited provider concurrently.
-"""
-
-import random
-import threading
-import time
-
-# Monotonic counter for jitter seed uniqueness within the same process.
-# Protected by a lock to avoid race conditions in concurrent retry paths
-# (e.g. multiple gateway sessions retrying simultaneously).
-_jitter_counter = 0
-_jitter_lock = threading.Lock()
-
-
-def jittered_backoff(
-    attempt: int,
-    *,
-    base_delay: float = 5.0,
-    max_delay: float = 120.0,
-    jitter_ratio: float = 0.5,
-) -> float:
-    """Compute a jittered exponential backoff delay.
-
-    Args:
-        attempt: 1-based retry attempt number.
-        base_delay: Base delay in seconds for attempt 1.
-        max_delay: Maximum delay cap in seconds.
-        jitter_ratio: Fraction of computed delay to use as random jitter
-            range.  0.5 means jitter is uniform in [0, 0.5 * delay].
-
-    Returns:
-        Delay in seconds: min(base * 2^(attempt-1), max_delay) + jitter.
-
-    The jitter decorrelates concurrent retries so multiple sessions
-    hitting the same provider don't all retry at the same instant.
-    """
-    global _jitter_counter
-    with _jitter_lock:
-        _jitter_counter += 1
-        tick = _jitter_counter
-
-    exponent = max(0, attempt - 1)
-    if exponent >= 63 or base_delay <= 0:
-        delay = max_delay
-    else:
-        delay = min(base_delay * (2 ** exponent), max_delay)
-
-    # Seed from time + counter for decorrelation even with coarse clocks.
-    seed = (time.time_ns() ^ (tick * 0x9E3779B9)) & 0xFFFFFFFF
-    rng = random.Random(seed)
-    jitter = rng.uniform(0, jitter_ratio * delay)
-
-    return delay + jitter

agent/shell_hooks.py

@@ -1,831 +0,0 @@
-"""
-Shell-script hooks bridge.
-
-Reads the ``hooks:`` block from ``cli-config.yaml``, prompts the user for
-consent on first use of each ``(event, command)`` pair, and registers
-callbacks on the existing plugin hook manager so every existing
-``invoke_hook()`` site dispatches to the configured shell scripts — with
-zero changes to call sites.
-
-Design notes
-------------
-* Python plugins and shell hooks compose naturally: both flow through
-  :func:`hermes_cli.plugins.invoke_hook` and its aggregators.  Python
-  plugins are registered first (via ``discover_and_load()``) so their
-  block decisions win ties over shell-hook blocks.
-* Subprocess execution uses ``shlex.split(os.path.expanduser(command))``
-  with ``shell=False`` — no shell injection footguns.  Users that need
-  pipes/redirection wrap their logic in a script.
-* First-use consent is gated by the allowlist under
-  ``~/.hermes/shell-hooks-allowlist.json``.  Non-TTY callers must pass
-  ``accept_hooks=True`` (resolved from ``--accept-hooks``,
-  ``HERMES_ACCEPT_HOOKS``, or ``hooks_auto_accept: true`` in config)
-  for registration to succeed without a prompt.
-* Registration is idempotent — safe to invoke from both the CLI entry
-  point (``hermes_cli/main.py``) and the gateway entry point
-  (``gateway/run.py``).
-
-Wire protocol
--------------
-**stdin** (JSON, piped to the script)::
-
-    {
-        "hook_event_name": "pre_tool_call",
-        "tool_name":       "terminal",
-        "tool_input":      {"command": "rm -rf /"},
-        "session_id":      "sess_abc123",
-        "cwd":             "/home/user/project",
-        "extra":           {...}   # event-specific kwargs
-    }
-
-**stdout** (JSON, optional — anything else is ignored)::
-
-    # Block a pre_tool_call (either shape accepted; normalised internally):
-    {"decision": "block", "reason":  "Forbidden command"}   # Claude-Code-style
-    {"action":   "block", "message": "Forbidden command"}   # Hermes-canonical
-
-    # Inject context for pre_llm_call:
-    {"context": "Today is Friday"}
-
-    # Silent no-op:
-    <empty or any non-matching JSON object>
-"""
-
-from __future__ import annotations
-
-import difflib
-import json
-import logging
-import os
-import re
-import shlex
-import subprocess
-import sys
-import tempfile
-import threading
-import time
-from contextlib import contextmanager
-from dataclasses import dataclass, field
-from datetime import datetime, timezone
-from pathlib import Path
-from typing import Any, Callable, Dict, Iterator, List, Optional, Set, Tuple
-
-try:
-    import fcntl  # POSIX only; Windows falls back to best-effort without flock.
-except ImportError:  # pragma: no cover
-    fcntl = None  # type: ignore[assignment]
-
-from hermes_constants import get_hermes_home
-
-logger = logging.getLogger(__name__)
-
-DEFAULT_TIMEOUT_SECONDS = 60
-MAX_TIMEOUT_SECONDS = 300
-ALLOWLIST_FILENAME = "shell-hooks-allowlist.json"
-
-# (event, matcher, command) triples that have been wired to the plugin
-# manager in the current process.  Matcher is part of the key because
-# the same script can legitimately register for different matchers under
-# the same event (e.g. one entry per tool the user wants to gate).
-# Second registration attempts for the exact same triple become no-ops
-# so the CLI and gateway can both call register_from_config() safely.
-_registered: Set[Tuple[str, Optional[str], str]] = set()
-_registered_lock = threading.Lock()
-
-# Intra-process lock for allowlist read-modify-write on platforms that
-# lack ``fcntl`` (non-POSIX).  Kept separate from ``_registered_lock``
-# because ``register_from_config`` already holds ``_registered_lock`` when
-# it triggers ``_record_approval`` — reusing it here would self-deadlock
-# (``threading.Lock`` is non-reentrant).  POSIX callers use the sibling
-# ``.lock`` file via ``fcntl.flock`` and bypass this.
-_allowlist_write_lock = threading.Lock()
-
-
-@dataclass
-class ShellHookSpec:
-    """Parsed and validated representation of a single ``hooks:`` entry."""
-
-    event: str
-    command: str
-    matcher: Optional[str] = None
-    timeout: int = DEFAULT_TIMEOUT_SECONDS
-    compiled_matcher: Optional[re.Pattern] = field(default=None, repr=False)
-
-    def __post_init__(self) -> None:
-        # Strip whitespace introduced by YAML quirks (e.g. multi-line string
-        # folding) — a matcher of " terminal" would otherwise silently fail
-        # to match "terminal" without any diagnostic.
-        if isinstance(self.matcher, str):
-            stripped = self.matcher.strip()
-            self.matcher = stripped if stripped else None
-        if self.matcher:
-            try:
-                self.compiled_matcher = re.compile(self.matcher)
-            except re.error as exc:
-                logger.warning(
-                    "shell hook matcher %r is invalid (%s) — treating as "
-                    "literal equality", self.matcher, exc,
-                )
-                self.compiled_matcher = None
-
-    def matches_tool(self, tool_name: Optional[str]) -> bool:
-        if not self.matcher:
-            return True
-        if tool_name is None:
-            return False
-        if self.compiled_matcher is not None:
-            return self.compiled_matcher.fullmatch(tool_name) is not None
-        # compiled_matcher is None only when the regex failed to compile,
-        # in which case we already warned and fall back to literal equality.
-        return tool_name == self.matcher
-
-
-# ---------------------------------------------------------------------------
-# Public API
-# ---------------------------------------------------------------------------
-
-def register_from_config(
-    cfg: Optional[Dict[str, Any]],
-    *,
-    accept_hooks: bool = False,
-) -> List[ShellHookSpec]:
-    """Register every configured shell hook on the plugin manager.
-
-    ``cfg`` is the full parsed config dict (``hermes_cli.config.load_config``
-    output).  The ``hooks:`` key is read out of it.  Missing, empty, or
-    non-dict ``hooks`` is treated as zero configured hooks.
-
-    ``accept_hooks=True`` skips the TTY consent prompt — the caller is
-    promising that the user has opted in via a flag, env var, or config
-    setting.  ``HERMES_ACCEPT_HOOKS=1`` and ``hooks_auto_accept: true`` are
-    also honored inside this function so either CLI or gateway call sites
-    pick them up.
-
-    Returns the list of :class:`ShellHookSpec` entries that ended up wired
-    up on the plugin manager.  Skipped entries (unknown events, malformed,
-    not allowlisted, already registered) are logged but not returned.
-    """
-    if not isinstance(cfg, dict):
-        return []
-
-    effective_accept = _resolve_effective_accept(cfg, accept_hooks)
-
-    specs = _parse_hooks_block(cfg.get("hooks"))
-    if not specs:
-        return []
-
-    registered: List[ShellHookSpec] = []
-
-    # Import lazily — avoids circular imports at module-load time.
-    from hermes_cli.plugins import get_plugin_manager
-
-    manager = get_plugin_manager()
-
-    # Idempotence + allowlist read happen under the lock; the TTY
-    # prompt runs outside so other threads aren't parked on a blocking
-    # input().  Mutation re-takes the lock with a defensive idempotence
-    # re-check in case two callers ever race through the prompt.
-    for spec in specs:
-        key = (spec.event, spec.matcher, spec.command)
-        with _registered_lock:
-            if key in _registered:
-                continue
-            already_allowlisted = _is_allowlisted(spec.event, spec.command)
-
-        if not already_allowlisted:
-            if not _prompt_and_record(
-                spec.event, spec.command, accept_hooks=effective_accept,
-            ):
-                logger.warning(
-                    "shell hook for %s (%s) not allowlisted — skipped. "
-                    "Use --accept-hooks / HERMES_ACCEPT_HOOKS=1 / "
-                    "hooks_auto_accept: true, or approve at the TTY "
-                    "prompt next run.",
-                    spec.event, spec.command,
-                )
-                continue
-
-        with _registered_lock:
-            if key in _registered:
-                continue
-            manager._hooks.setdefault(spec.event, []).append(_make_callback(spec))
-            _registered.add(key)
-            registered.append(spec)
-            logger.info(
-                "shell hook registered: %s -> %s (matcher=%s, timeout=%ds)",
-                spec.event, spec.command, spec.matcher, spec.timeout,
-            )
-
-    return registered
-
-
-def iter_configured_hooks(cfg: Optional[Dict[str, Any]]) -> List[ShellHookSpec]:
-    """Return the parsed ``ShellHookSpec`` entries from config without
-    registering anything.  Used by ``hermes hooks list`` and ``doctor``."""
-    if not isinstance(cfg, dict):
-        return []
-    return _parse_hooks_block(cfg.get("hooks"))
-
-
-def reset_for_tests() -> None:
-    """Clear the idempotence set.  Test-only helper."""
-    with _registered_lock:
-        _registered.clear()
-
-
-# ---------------------------------------------------------------------------
-# Config parsing
-# ---------------------------------------------------------------------------
-
-def _parse_hooks_block(hooks_cfg: Any) -> List[ShellHookSpec]:
-    """Normalise the ``hooks:`` dict into a flat list of ``ShellHookSpec``.
-
-    Malformed entries warn-and-skip — we never raise from config parsing
-    because a broken hook must not crash the agent.
-    """
-    from hermes_cli.plugins import VALID_HOOKS
-
-    if not isinstance(hooks_cfg, dict):
-        return []
-
-    specs: List[ShellHookSpec] = []
-
-    for event_name, entries in hooks_cfg.items():
-        if event_name not in VALID_HOOKS:
-            suggestion = difflib.get_close_matches(
-                str(event_name), VALID_HOOKS, n=1, cutoff=0.6,
-            )
-            if suggestion:
-                logger.warning(
-                    "unknown hook event %r in hooks: config — did you mean %r?",
-                    event_name, suggestion[0],
-                )
-            else:
-                logger.warning(
-                    "unknown hook event %r in hooks: config (valid: %s)",
-                    event_name, ", ".join(sorted(VALID_HOOKS)),
-                )
-            continue
-
-        if entries is None:
-            continue
-
-        if not isinstance(entries, list):
-            logger.warning(
-                "hooks.%s must be a list of hook definitions; got %s",
-                event_name, type(entries).__name__,
-            )
-            continue
-
-        for i, raw in enumerate(entries):
-            spec = _parse_single_entry(event_name, i, raw)
-            if spec is not None:
-                specs.append(spec)
-
-    return specs
-
-
-def _parse_single_entry(
-    event: str, index: int, raw: Any,
-) -> Optional[ShellHookSpec]:
-    if not isinstance(raw, dict):
-        logger.warning(
-            "hooks.%s[%d] must be a mapping with a 'command' key; got %s",
-            event, index, type(raw).__name__,
-        )
-        return None
-
-    command = raw.get("command")
-    if not isinstance(command, str) or not command.strip():
-        logger.warning(
-            "hooks.%s[%d] is missing a non-empty 'command' field",
-            event, index,
-        )
-        return None
-
-    matcher = raw.get("matcher")
-    if matcher is not None and not isinstance(matcher, str):
-        logger.warning(
-            "hooks.%s[%d].matcher must be a string regex; ignoring",
-            event, index,
-        )
-        matcher = None
-
-    if matcher is not None and event not in ("pre_tool_call", "post_tool_call"):
-        logger.warning(
-            "hooks.%s[%d].matcher=%r will be ignored at runtime — the "
-            "matcher field is only honored for pre_tool_call / "
-            "post_tool_call.  The hook will fire on every %s event.",
-            event, index, matcher, event,
-        )
-        matcher = None
-
-    timeout_raw = raw.get("timeout", DEFAULT_TIMEOUT_SECONDS)
-    try:
-        timeout = int(timeout_raw)
-    except (TypeError, ValueError):
-        logger.warning(
-            "hooks.%s[%d].timeout must be an int (got %r); using default %ds",
-            event, index, timeout_raw, DEFAULT_TIMEOUT_SECONDS,
-        )
-        timeout = DEFAULT_TIMEOUT_SECONDS
-
-    if timeout < 1:
-        logger.warning(
-            "hooks.%s[%d].timeout must be >=1; using default %ds",
-            event, index, DEFAULT_TIMEOUT_SECONDS,
-        )
-        timeout = DEFAULT_TIMEOUT_SECONDS
-
-    if timeout > MAX_TIMEOUT_SECONDS:
-        logger.warning(
-            "hooks.%s[%d].timeout=%ds exceeds max %ds; clamping",
-            event, index, timeout, MAX_TIMEOUT_SECONDS,
-        )
-        timeout = MAX_TIMEOUT_SECONDS
-
-    return ShellHookSpec(
-        event=event,
-        command=command.strip(),
-        matcher=matcher,
-        timeout=timeout,
-    )
-
-
-# ---------------------------------------------------------------------------
-# Subprocess callback
-# ---------------------------------------------------------------------------
-
-_TOP_LEVEL_PAYLOAD_KEYS = {"tool_name", "args", "session_id", "parent_session_id"}
-
-
-def _spawn(spec: ShellHookSpec, stdin_json: str) -> Dict[str, Any]:
-    """Run ``spec.command`` as a subprocess with ``stdin_json`` on stdin.
-
-    Returns a diagnostic dict with the same keys for every outcome
-    (``returncode``, ``stdout``, ``stderr``, ``timed_out``,
-    ``elapsed_seconds``, ``error``).  This is the single place the
-    subprocess is actually invoked — both the live callback path
-    (:func:`_make_callback`) and the CLI test helper (:func:`run_once`)
-    go through it.
-    """
-    result: Dict[str, Any] = {
-        "returncode": None,
-        "stdout": "",
-        "stderr": "",
-        "timed_out": False,
-        "elapsed_seconds": 0.0,
-        "error": None,
-    }
-    try:
-        argv = shlex.split(os.path.expanduser(spec.command))
-    except ValueError as exc:
-        result["error"] = f"command {spec.command!r} cannot be parsed: {exc}"
-        return result
-    if not argv:
-        result["error"] = "empty command"
-        return result
-
-    t0 = time.monotonic()
-    try:
-        proc = subprocess.run(
-            argv,
-            input=stdin_json,
-            capture_output=True,
-            timeout=spec.timeout,
-            text=True,
-            shell=False,
-        )
-    except subprocess.TimeoutExpired:
-        result["timed_out"] = True
-        result["elapsed_seconds"] = round(time.monotonic() - t0, 3)
-        return result
-    except FileNotFoundError:
-        result["error"] = "command not found"
-        return result
-    except PermissionError:
-        result["error"] = "command not executable"
-        return result
-    except Exception as exc:  # pragma: no cover — defensive
-        result["error"] = str(exc)
-        return result
-
-    result["returncode"] = proc.returncode
-    result["stdout"] = proc.stdout or ""
-    result["stderr"] = proc.stderr or ""
-    result["elapsed_seconds"] = round(time.monotonic() - t0, 3)
-    return result
-
-
-def _make_callback(spec: ShellHookSpec) -> Callable[..., Optional[Dict[str, Any]]]:
-    """Build the closure that ``invoke_hook()`` will call per firing."""
-
-    def _callback(**kwargs: Any) -> Optional[Dict[str, Any]]:
-        # Matcher gate — only meaningful for tool-scoped events.
-        if spec.event in ("pre_tool_call", "post_tool_call"):
-            if not spec.matches_tool(kwargs.get("tool_name")):
-                return None
-
-        r = _spawn(spec, _serialize_payload(spec.event, kwargs))
-
-        if r["error"]:
-            logger.warning(
-                "shell hook failed (event=%s command=%s): %s",
-                spec.event, spec.command, r["error"],
-            )
-            return None
-        if r["timed_out"]:
-            logger.warning(
-                "shell hook timed out after %.2fs (event=%s command=%s)",
-                r["elapsed_seconds"], spec.event, spec.command,
-            )
-            return None
-
-        stderr = r["stderr"].strip()
-        if stderr:
-            logger.debug(
-                "shell hook stderr (event=%s command=%s): %s",
-                spec.event, spec.command, stderr[:400],
-            )
-        # Non-zero exits: log but still parse stdout so scripts that
-        # signal failure via exit code can also return a block directive.
-        if r["returncode"] != 0:
-            logger.warning(
-                "shell hook exited %d (event=%s command=%s); stderr=%s",
-                r["returncode"], spec.event, spec.command, stderr[:400],
-            )
-        return _parse_response(spec.event, r["stdout"])
-
-    _callback.__name__ = f"shell_hook[{spec.event}:{spec.command}]"
-    _callback.__qualname__ = _callback.__name__
-    return _callback
-
-
-def _serialize_payload(event: str, kwargs: Dict[str, Any]) -> str:
-    """Render the stdin JSON payload.  Unserialisable values are
-    stringified via ``default=str`` rather than dropped."""
-    extras = {k: v for k, v in kwargs.items() if k not in _TOP_LEVEL_PAYLOAD_KEYS}
-    try:
-        cwd = str(Path.cwd())
-    except OSError:
-        cwd = ""
-    payload = {
-        "hook_event_name": event,
-        "tool_name": kwargs.get("tool_name"),
-        "tool_input": kwargs.get("args") if isinstance(kwargs.get("args"), dict) else None,
-        "session_id": kwargs.get("session_id") or kwargs.get("parent_session_id") or "",
-        "cwd": cwd,
-        "extra": extras,
-    }
-    return json.dumps(payload, ensure_ascii=False, default=str)
-
-
-def _parse_response(event: str, stdout: str) -> Optional[Dict[str, Any]]:
-    """Translate stdout JSON into a Hermes wire-shape dict.
-
-    For ``pre_tool_call`` the Claude-Code-style ``{"decision": "block",
-    "reason": "..."}`` payload is translated into the canonical Hermes
-    ``{"action": "block", "message": "..."}`` shape expected by
-    :func:`hermes_cli.plugins.get_pre_tool_call_block_message`.  This is
-    the single most important correctness invariant in this module —
-    skipping the translation silently breaks every ``pre_tool_call``
-    block directive.
-
-    For ``pre_llm_call``, ``{"context": "..."}`` is passed through
-    unchanged to match the existing plugin-hook contract.
-
-    Anything else returns ``None``.
-    """
-    stdout = (stdout or "").strip()
-    if not stdout:
-        return None
-
-    try:
-        data = json.loads(stdout)
-    except json.JSONDecodeError:
-        logger.warning(
-            "shell hook stdout was not valid JSON (event=%s): %s",
-            event, stdout[:200],
-        )
-        return None
-
-    if not isinstance(data, dict):
-        return None
-
-    if event == "pre_tool_call":
-        if data.get("action") == "block":
-            message = data.get("message") or data.get("reason") or ""
-            if isinstance(message, str) and message:
-                return {"action": "block", "message": message}
-        if data.get("decision") == "block":
-            message = data.get("reason") or data.get("message") or ""
-            if isinstance(message, str) and message:
-                return {"action": "block", "message": message}
-        return None
-
-    context = data.get("context")
-    if isinstance(context, str) and context.strip():
-        return {"context": context}
-
-    return None
-
-
-# ---------------------------------------------------------------------------
-# Allowlist / consent
-# ---------------------------------------------------------------------------
-
-def allowlist_path() -> Path:
-    """Path to the per-user shell-hook allowlist file."""
-    return get_hermes_home() / ALLOWLIST_FILENAME
-
-
-def load_allowlist() -> Dict[str, Any]:
-    """Return the parsed allowlist, or an empty skeleton if absent."""
-    try:
-        raw = json.loads(allowlist_path().read_text())
-    except (FileNotFoundError, json.JSONDecodeError, OSError):
-        return {"approvals": []}
-    if not isinstance(raw, dict):
-        return {"approvals": []}
-    approvals = raw.get("approvals")
-    if not isinstance(approvals, list):
-        raw["approvals"] = []
-    return raw
-
-
-def save_allowlist(data: Dict[str, Any]) -> None:
-    """Atomically persist the allowlist via per-process ``mkstemp`` +
-    ``os.replace``.  Cross-process read-modify-write races are handled
-    by :func:`_locked_update_approvals` (``fcntl.flock``).  On OSError
-    the failure is logged; the in-process hook still registers but
-    the approval won't survive across runs."""
-    p = allowlist_path()
-    try:
-        p.parent.mkdir(parents=True, exist_ok=True)
-        fd, tmp_path = tempfile.mkstemp(
-            prefix=f"{p.name}.", suffix=".tmp", dir=str(p.parent),
-        )
-        try:
-            with os.fdopen(fd, "w") as fh:
-                fh.write(json.dumps(data, indent=2, sort_keys=True))
-            os.replace(tmp_path, p)
-        except Exception:
-            try:
-                os.unlink(tmp_path)
-            except OSError:
-                pass
-            raise
-    except OSError as exc:
-        logger.warning(
-            "Failed to persist shell hook allowlist to %s: %s. "
-            "The approval is in-memory for this run, but the next "
-            "startup will re-prompt (or skip registration on non-TTY "
-            "runs without --accept-hooks / HERMES_ACCEPT_HOOKS).",
-            p, exc,
-        )
-
-
-def _is_allowlisted(event: str, command: str) -> bool:
-    data = load_allowlist()
-    return any(
-        isinstance(e, dict)
-        and e.get("event") == event
-        and e.get("command") == command
-        for e in data.get("approvals", [])
-    )
-
-
-@contextmanager
-def _locked_update_approvals() -> Iterator[Dict[str, Any]]:
-    """Serialise read-modify-write on the allowlist across processes.
-
-    Holds an exclusive ``flock`` on a sibling lock file for the duration
-    of the update so concurrent ``_record_approval``/``revoke`` callers
-    cannot clobber each other's changes (the race Codex reproduced with
-    20–50 simultaneous writers).  Falls back to an in-process lock on
-    platforms without ``fcntl``.
-    """
-    p = allowlist_path()
-    p.parent.mkdir(parents=True, exist_ok=True)
-    lock_path = p.with_suffix(p.suffix + ".lock")
-
-    if fcntl is None:  # pragma: no cover — non-POSIX fallback
-        with _allowlist_write_lock:
-            data = load_allowlist()
-            yield data
-            save_allowlist(data)
-        return
-
-    with open(lock_path, "a+") as lock_fh:
-        fcntl.flock(lock_fh.fileno(), fcntl.LOCK_EX)
-        try:
-            data = load_allowlist()
-            yield data
-            save_allowlist(data)
-        finally:
-            fcntl.flock(lock_fh.fileno(), fcntl.LOCK_UN)
-
-
-def _prompt_and_record(
-    event: str, command: str, *, accept_hooks: bool,
-) -> bool:
-    """Decide whether to approve an unseen ``(event, command)`` pair.
-    Returns ``True`` iff the approval was granted and recorded.
-    """
-    if accept_hooks:
-        _record_approval(event, command)
-        logger.info(
-            "shell hook auto-approved via --accept-hooks / env / config: "
-            "%s -> %s", event, command,
-        )
-        return True
-
-    if not sys.stdin.isatty():
-        return False
-
-    print(
-        f"\n⚠ Hermes is about to register a shell hook that will run a\n"
-        f"  command on your behalf.\n\n"
-        f"    Event:   {event}\n"
-        f"    Command: {command}\n\n"
-        f"  Commands run with your full user credentials.  Only approve\n"
-        f"  commands you trust."
-    )
-    try:
-        answer = input("Allow this hook to run? [y/N]: ").strip().lower()
-    except (EOFError, KeyboardInterrupt):
-        print()  # keep the terminal tidy after ^C
-        return False
-
-    if answer in ("y", "yes"):
-        _record_approval(event, command)
-        return True
-
-    return False
-
-
-def _record_approval(event: str, command: str) -> None:
-    entry = {
-        "event": event,
-        "command": command,
-        "approved_at": _utc_now_iso(),
-        "script_mtime_at_approval": script_mtime_iso(command),
-    }
-    with _locked_update_approvals() as data:
-        data["approvals"] = [
-            e for e in data.get("approvals", [])
-            if not (
-                isinstance(e, dict)
-                and e.get("event") == event
-                and e.get("command") == command
-            )
-        ] + [entry]
-
-
-def _utc_now_iso() -> str:
-    return datetime.now(tz=timezone.utc).isoformat().replace("+00:00", "Z")
-
-
-def revoke(command: str) -> int:
-    """Remove every allowlist entry matching ``command``.
-
-    Returns the number of entries removed.  Does not unregister any
-    callbacks that are already live on the plugin manager in the current
-    process — restart the CLI / gateway to drop them.
-    """
-    with _locked_update_approvals() as data:
-        before = len(data.get("approvals", []))
-        data["approvals"] = [
-            e for e in data.get("approvals", [])
-            if not (isinstance(e, dict) and e.get("command") == command)
-        ]
-        after = len(data["approvals"])
-    return before - after
-
-
-_SCRIPT_EXTENSIONS: Tuple[str, ...] = (
-    ".sh", ".bash", ".zsh", ".fish",
-    ".py", ".pyw",
-    ".rb", ".pl", ".lua",
-    ".js", ".mjs", ".cjs", ".ts",
-)
-
-
-def _command_script_path(command: str) -> str:
-    """Return the script path from ``command`` for doctor / drift checks.
-
-    Prefers a token ending in a known script extension, then a token
-    containing ``/`` or leading ``~``, then the first token.  Handles
-    ``python3 /path/hook.py``, ``/usr/bin/env bash hook.sh``, and the
-    common bare-path form.
-    """
-    try:
-        parts = shlex.split(command)
-    except ValueError:
-        return command
-    if not parts:
-        return command
-    for part in parts:
-        if part.lower().endswith(_SCRIPT_EXTENSIONS):
-            return part
-    for part in parts:
-        if "/" in part or part.startswith("~"):
-            return part
-    return parts[0]
-
-
-# ---------------------------------------------------------------------------
-# Helpers for accept-hooks resolution
-# ---------------------------------------------------------------------------
-
-def _resolve_effective_accept(
-    cfg: Dict[str, Any], accept_hooks_arg: bool,
-) -> bool:
-    """Combine all three opt-in channels into a single boolean.
-
-    Precedence (any truthy source flips us on):
-      1. ``--accept-hooks`` flag (CLI) / explicit argument
-      2. ``HERMES_ACCEPT_HOOKS`` env var
-      3. ``hooks_auto_accept: true`` in ``cli-config.yaml``
-    """
-    if accept_hooks_arg:
-        return True
-    env = os.environ.get("HERMES_ACCEPT_HOOKS", "").strip().lower()
-    if env in ("1", "true", "yes", "on"):
-        return True
-    cfg_val = cfg.get("hooks_auto_accept", False)
-    return bool(cfg_val)
-
-
-# ---------------------------------------------------------------------------
-# Introspection (used by `hermes hooks` CLI)
-# ---------------------------------------------------------------------------
-
-def allowlist_entry_for(event: str, command: str) -> Optional[Dict[str, Any]]:
-    """Return the allowlist record for this pair, if any."""
-    for e in load_allowlist().get("approvals", []):
-        if (
-            isinstance(e, dict)
-            and e.get("event") == event
-            and e.get("command") == command
-        ):
-            return e
-    return None
-
-
-def script_mtime_iso(command: str) -> Optional[str]:
-    """ISO-8601 mtime of the resolved script path, or ``None`` if the
-    script is missing."""
-    path = _command_script_path(command)
-    if not path:
-        return None
-    try:
-        expanded = os.path.expanduser(path)
-        return datetime.fromtimestamp(
-            os.path.getmtime(expanded), tz=timezone.utc,
-        ).isoformat().replace("+00:00", "Z")
-    except OSError:
-        return None
-
-
-def script_is_executable(command: str) -> bool:
-    """Return ``True`` iff ``command`` is runnable as configured.
-
-    For a bare invocation (``/path/hook.sh``) the script itself must be
-    executable.  For interpreter-prefixed commands (``python3
-    /path/hook.py``, ``/usr/bin/env bash hook.sh``) the script just has
-    to be readable — the interpreter doesn't care about the ``X_OK``
-    bit.  Mirrors what ``_spawn`` would actually do at runtime."""
-    path = _command_script_path(command)
-    if not path:
-        return False
-    expanded = os.path.expanduser(path)
-    if not os.path.isfile(expanded):
-        return False
-    try:
-        argv = shlex.split(command)
-    except ValueError:
-        return False
-    is_bare_invocation = bool(argv) and argv[0] == path
-    required = os.X_OK if is_bare_invocation else os.R_OK
-    return os.access(expanded, required)
-
-
-def run_once(
-    spec: ShellHookSpec, kwargs: Dict[str, Any],
-) -> Dict[str, Any]:
-    """Fire a single shell-hook invocation with a synthetic payload.
-    Used by ``hermes hooks test`` and ``hermes hooks doctor``.
-
-    ``kwargs`` is the same dict that :func:`hermes_cli.plugins.invoke_hook`
-    would pass at runtime.  It is routed through :func:`_serialize_payload`
-    so the synthetic stdin exactly matches what a real hook firing would
-    produce — otherwise scripts tested via ``hermes hooks test`` could
-    diverge silently from production behaviour.
-
-    Returns the :func:`_spawn` diagnostic dict plus a ``parsed`` field
-    holding the canonical Hermes-wire-shape response."""
-    stdin_json = _serialize_payload(spec.event, kwargs)
-    result = _spawn(spec, stdin_json)
-    result["parsed"] = _parse_response(spec.event, result["stdout"])
-    return result

agent/skill_commands.py

@@ -1,508 +0,0 @@
-"""Shared slash command helpers for skills and built-in prompt-style modes.
-
-Shared between CLI (cli.py) and gateway (gateway/run.py) so both surfaces
-can invoke skills via /skill-name commands and prompt-only built-ins like
-/plan.
-"""
-
-import json
-import logging
-import re
-import subprocess
-from datetime import datetime
-from pathlib import Path
-from typing import Any, Dict, Optional
-
-from hermes_constants import display_hermes_home
-
-logger = logging.getLogger(__name__)
-
-_skill_commands: Dict[str, Dict[str, Any]] = {}
-_PLAN_SLUG_RE = re.compile(r"[^a-z0-9]+")
-# Patterns for sanitizing skill names into clean hyphen-separated slugs.
-_SKILL_INVALID_CHARS = re.compile(r"[^a-z0-9-]")
-_SKILL_MULTI_HYPHEN = re.compile(r"-{2,}")
-
-# Matches ${HERMES_SKILL_DIR} / ${HERMES_SESSION_ID} tokens in SKILL.md.
-# Tokens that don't resolve (e.g. ${HERMES_SESSION_ID} with no session) are
-# left as-is so the user can debug them.
-_SKILL_TEMPLATE_RE = re.compile(r"\$\{(HERMES_SKILL_DIR|HERMES_SESSION_ID)\}")
-
-# Matches inline shell snippets like:  !`date +%Y-%m-%d`
-# Non-greedy, single-line only — no newlines inside the backticks.
-_INLINE_SHELL_RE = re.compile(r"!`([^`\n]+)`")
-
-# Cap inline-shell output so a runaway command can't blow out the context.
-_INLINE_SHELL_MAX_OUTPUT = 4000
-
-
-def _load_skills_config() -> dict:
-    """Load the ``skills`` section of config.yaml (best-effort)."""
-    try:
-        from hermes_cli.config import load_config
-
-        cfg = load_config() or {}
-        skills_cfg = cfg.get("skills")
-        if isinstance(skills_cfg, dict):
-            return skills_cfg
-    except Exception:
-        logger.debug("Could not read skills config", exc_info=True)
-    return {}
-
-
-def _substitute_template_vars(
-    content: str,
-    skill_dir: Path | None,
-    session_id: str | None,
-) -> str:
-    """Replace ${HERMES_SKILL_DIR} / ${HERMES_SESSION_ID} in skill content.
-
-    Only substitutes tokens for which a concrete value is available —
-    unresolved tokens are left in place so the author can spot them.
-    """
-    if not content:
-        return content
-
-    skill_dir_str = str(skill_dir) if skill_dir else None
-
-    def _replace(match: re.Match) -> str:
-        token = match.group(1)
-        if token == "HERMES_SKILL_DIR" and skill_dir_str:
-            return skill_dir_str
-        if token == "HERMES_SESSION_ID" and session_id:
-            return str(session_id)
-        return match.group(0)
-
-    return _SKILL_TEMPLATE_RE.sub(_replace, content)
-
-
-def _run_inline_shell(command: str, cwd: Path | None, timeout: int) -> str:
-    """Execute a single inline-shell snippet and return its stdout (trimmed).
-
-    Failures return a short ``[inline-shell error: ...]`` marker instead of
-    raising, so one bad snippet can't wreck the whole skill message.
-    """
-    try:
-        completed = subprocess.run(
-            ["bash", "-c", command],
-            cwd=str(cwd) if cwd else None,
-            capture_output=True,
-            text=True,
-            timeout=max(1, int(timeout)),
-            check=False,
-        )
-    except subprocess.TimeoutExpired:
-        return f"[inline-shell timeout after {timeout}s: {command}]"
-    except FileNotFoundError:
-        return f"[inline-shell error: bash not found]"
-    except Exception as exc:
-        return f"[inline-shell error: {exc}]"
-
-    output = (completed.stdout or "").rstrip("\n")
-    if not output and completed.stderr:
-        output = completed.stderr.rstrip("\n")
-    if len(output) > _INLINE_SHELL_MAX_OUTPUT:
-        output = output[:_INLINE_SHELL_MAX_OUTPUT] + "…[truncated]"
-    return output
-
-
-def _expand_inline_shell(
-    content: str,
-    skill_dir: Path | None,
-    timeout: int,
-) -> str:
-    """Replace every !`cmd` snippet in ``content`` with its stdout.
-
-    Runs each snippet with the skill directory as CWD so relative paths in
-    the snippet work the way the author expects.
-    """
-    if "!`" not in content:
-        return content
-
-    def _replace(match: re.Match) -> str:
-        cmd = match.group(1).strip()
-        if not cmd:
-            return ""
-        return _run_inline_shell(cmd, skill_dir, timeout)
-
-    return _INLINE_SHELL_RE.sub(_replace, content)
-
-
-def build_plan_path(
-    user_instruction: str = "",
-    *,
-    now: datetime | None = None,
-) -> Path:
-    """Return the default workspace-relative markdown path for a /plan invocation.
-
-    Relative paths are intentional: file tools are task/backend-aware and resolve
-    them against the active working directory for local, docker, ssh, modal,
-    daytona, and similar terminal backends. That keeps the plan with the active
-    workspace instead of the Hermes host's global home directory.
-    """
-    slug_source = (user_instruction or "").strip().splitlines()[0] if user_instruction else ""
-    slug = _PLAN_SLUG_RE.sub("-", slug_source.lower()).strip("-")
-    if slug:
-        slug = "-".join(part for part in slug.split("-")[:8] if part)[:48].strip("-")
-    slug = slug or "conversation-plan"
-    timestamp = (now or datetime.now()).strftime("%Y-%m-%d_%H%M%S")
-    return Path(".hermes") / "plans" / f"{timestamp}-{slug}.md"
-
-
-def _load_skill_payload(skill_identifier: str, task_id: str | None = None) -> tuple[dict[str, Any], Path | None, str] | None:
-    """Load a skill by name/path and return (loaded_payload, skill_dir, display_name)."""
-    raw_identifier = (skill_identifier or "").strip()
-    if not raw_identifier:
-        return None
-
-    try:
-        from tools.skills_tool import SKILLS_DIR, skill_view
-
-        identifier_path = Path(raw_identifier).expanduser()
-        if identifier_path.is_absolute():
-            try:
-                normalized = str(identifier_path.resolve().relative_to(SKILLS_DIR.resolve()))
-            except Exception:
-                normalized = raw_identifier
-        else:
-            normalized = raw_identifier.lstrip("/")
-
-        loaded_skill = json.loads(skill_view(normalized, task_id=task_id))
-    except Exception:
-        return None
-
-    if not loaded_skill.get("success"):
-        return None
-
-    skill_name = str(loaded_skill.get("name") or normalized)
-    skill_path = str(loaded_skill.get("path") or "")
-    skill_dir = None
-    # Prefer the absolute skill_dir returned by skill_view() — this is
-    # correct for both local and external skills.  Fall back to the old
-    # SKILLS_DIR-relative reconstruction only when skill_dir is absent
-    # (e.g. legacy skill_view responses).
-    abs_skill_dir = loaded_skill.get("skill_dir")
-    if abs_skill_dir:
-        skill_dir = Path(abs_skill_dir)
-    elif skill_path:
-        try:
-            skill_dir = SKILLS_DIR / Path(skill_path).parent
-        except Exception:
-            skill_dir = None
-
-    return loaded_skill, skill_dir, skill_name
-
-
-def _inject_skill_config(loaded_skill: dict[str, Any], parts: list[str]) -> None:
-    """Resolve and inject skill-declared config values into the message parts.
-
-    If the loaded skill's frontmatter declares ``metadata.hermes.config``
-    entries, their current values (from config.yaml or defaults) are appended
-    as a ``[Skill config: ...]`` block so the agent knows the configured values
-    without needing to read config.yaml itself.
-    """
-    try:
-        from agent.skill_utils import (
-            extract_skill_config_vars,
-            parse_frontmatter,
-            resolve_skill_config_values,
-        )
-
-        # The loaded_skill dict contains the raw content which includes frontmatter
-        raw_content = str(loaded_skill.get("raw_content") or loaded_skill.get("content") or "")
-        if not raw_content:
-            return
-
-        frontmatter, _ = parse_frontmatter(raw_content)
-        config_vars = extract_skill_config_vars(frontmatter)
-        if not config_vars:
-            return
-
-        resolved = resolve_skill_config_values(config_vars)
-        if not resolved:
-            return
-
-        lines = ["", f"[Skill config (from {display_hermes_home()}/config.yaml):"]
-        for key, value in resolved.items():
-            display_val = str(value) if value else "(not set)"
-            lines.append(f"  {key} = {display_val}")
-        lines.append("]")
-        parts.extend(lines)
-    except Exception:
-        pass  # Non-critical — skill still loads without config injection
-
-
-def _build_skill_message(
-    loaded_skill: dict[str, Any],
-    skill_dir: Path | None,
-    activation_note: str,
-    user_instruction: str = "",
-    runtime_note: str = "",
-    session_id: str | None = None,
-) -> str:
-    """Format a loaded skill into a user/system message payload."""
-    from tools.skills_tool import SKILLS_DIR
-
-    content = str(loaded_skill.get("content") or "")
-
-    # ── Template substitution and inline-shell expansion ──
-    # Done before anything else so downstream blocks (setup notes,
-    # supporting-file hints) see the expanded content.
-    skills_cfg = _load_skills_config()
-    if skills_cfg.get("template_vars", True):
-        content = _substitute_template_vars(content, skill_dir, session_id)
-    if skills_cfg.get("inline_shell", False):
-        timeout = int(skills_cfg.get("inline_shell_timeout", 10) or 10)
-        content = _expand_inline_shell(content, skill_dir, timeout)
-
-    parts = [activation_note, "", content.strip()]
-
-    # ── Inject the absolute skill directory so the agent can reference
-    #    bundled scripts without an extra skill_view() round-trip. ──
-    if skill_dir:
-        parts.append("")
-        parts.append(f"[Skill directory: {skill_dir}]")
-        parts.append(
-            "Resolve any relative paths in this skill (e.g. `scripts/foo.js`, "
-            "`templates/config.yaml`) against that directory, then run them "
-            "with the terminal tool using the absolute path."
-        )
-
-    # ── Inject resolved skill config values ──
-    _inject_skill_config(loaded_skill, parts)
-
-    if loaded_skill.get("setup_skipped"):
-        parts.extend(
-            [
-                "",
-                "[Skill setup note: Required environment setup was skipped. Continue loading the skill and explain any reduced functionality if it matters.]",
-            ]
-        )
-    elif loaded_skill.get("gateway_setup_hint"):
-        parts.extend(
-            [
-                "",
-                f"[Skill setup note: {loaded_skill['gateway_setup_hint']}]",
-            ]
-        )
-    elif loaded_skill.get("setup_needed") and loaded_skill.get("setup_note"):
-        parts.extend(
-            [
-                "",
-                f"[Skill setup note: {loaded_skill['setup_note']}]",
-            ]
-        )
-
-    supporting = []
-    linked_files = loaded_skill.get("linked_files") or {}
-    for entries in linked_files.values():
-        if isinstance(entries, list):
-            supporting.extend(entries)
-
-    if not supporting and skill_dir:
-        for subdir in ("references", "templates", "scripts", "assets"):
-            subdir_path = skill_dir / subdir
-            if subdir_path.exists():
-                for f in sorted(subdir_path.rglob("*")):
-                    if f.is_file() and not f.is_symlink():
-                        rel = str(f.relative_to(skill_dir))
-                        supporting.append(rel)
-
-    if supporting and skill_dir:
-        try:
-            skill_view_target = str(skill_dir.relative_to(SKILLS_DIR))
-        except ValueError:
-            # Skill is from an external dir — use the skill name instead
-            skill_view_target = skill_dir.name
-        parts.append("")
-        parts.append("[This skill has supporting files:]")
-        for sf in supporting:
-            parts.append(f"- {sf}  ->  {skill_dir / sf}")
-        parts.append(
-            f'\nLoad any of these with skill_view(name="{skill_view_target}", '
-            f'file_path="<path>"), or run scripts directly by absolute path '
-            f"(e.g. `node {skill_dir}/scripts/foo.js`)."
-        )
-
-    if user_instruction:
-        parts.append("")
-        parts.append(f"The user has provided the following instruction alongside the skill invocation: {user_instruction}")
-
-    if runtime_note:
-        parts.append("")
-        parts.append(f"[Runtime note: {runtime_note}]")
-
-    return "\n".join(parts)
-
-
-def scan_skill_commands() -> Dict[str, Dict[str, Any]]:
-    """Scan ~/.hermes/skills/ and return a mapping of /command -> skill info.
-
-    Returns:
-        Dict mapping "/skill-name" to {name, description, skill_md_path, skill_dir}.
-    """
-    global _skill_commands
-    _skill_commands = {}
-    try:
-        from tools.skills_tool import SKILLS_DIR, _parse_frontmatter, skill_matches_platform, _get_disabled_skill_names
-        from agent.skill_utils import get_external_skills_dirs
-        disabled = _get_disabled_skill_names()
-        seen_names: set = set()
-
-        # Scan local dir first, then external dirs
-        dirs_to_scan = []
-        if SKILLS_DIR.exists():
-            dirs_to_scan.append(SKILLS_DIR)
-        dirs_to_scan.extend(get_external_skills_dirs())
-
-        for scan_dir in dirs_to_scan:
-            for skill_md in scan_dir.rglob("SKILL.md"):
-                if any(part in ('.git', '.github', '.hub') for part in skill_md.parts):
-                    continue
-                try:
-                    content = skill_md.read_text(encoding='utf-8')
-                    frontmatter, body = _parse_frontmatter(content)
-                    # Skip skills incompatible with the current OS platform
-                    if not skill_matches_platform(frontmatter):
-                        continue
-                    name = frontmatter.get('name', skill_md.parent.name)
-                    if name in seen_names:
-                        continue
-                    # Respect user's disabled skills config
-                    if name in disabled:
-                        continue
-                    description = frontmatter.get('description', '')
-                    if not description:
-                        for line in body.strip().split('\n'):
-                            line = line.strip()
-                            if line and not line.startswith('#'):
-                                description = line[:80]
-                                break
-                    seen_names.add(name)
-                    # Normalize to hyphen-separated slug, stripping
-                    # non-alnum chars (e.g. +, /) to avoid invalid
-                    # Telegram command names downstream.
-                    cmd_name = name.lower().replace(' ', '-').replace('_', '-')
-                    cmd_name = _SKILL_INVALID_CHARS.sub('', cmd_name)
-                    cmd_name = _SKILL_MULTI_HYPHEN.sub('-', cmd_name).strip('-')
-                    if not cmd_name:
-                        continue
-                    _skill_commands[f"/{cmd_name}"] = {
-                        "name": name,
-                        "description": description or f"Invoke the {name} skill",
-                        "skill_md_path": str(skill_md),
-                        "skill_dir": str(skill_md.parent),
-                    }
-                except Exception:
-                    continue
-    except Exception:
-        pass
-    return _skill_commands
-
-
-def get_skill_commands() -> Dict[str, Dict[str, Any]]:
-    """Return the current skill commands mapping (scan first if empty)."""
-    if not _skill_commands:
-        scan_skill_commands()
-    return _skill_commands
-
-
-def resolve_skill_command_key(command: str) -> Optional[str]:
-    """Resolve a user-typed /command to its canonical skill_cmds key.
-
-    Skills are always stored with hyphens — ``scan_skill_commands`` normalizes
-    spaces and underscores to hyphens when building the key. Hyphens and
-    underscores are treated interchangeably in user input: this matches
-    ``_check_unavailable_skill`` and accommodates Telegram bot-command names
-    (which disallow hyphens, so ``/claude-code`` is registered as
-    ``/claude_code`` and comes back in the underscored form).
-
-    Returns the matching ``/slug`` key from ``get_skill_commands()`` or
-    ``None`` if no match.
-    """
-    if not command:
-        return None
-    cmd_key = f"/{command.replace('_', '-')}"
-    return cmd_key if cmd_key in get_skill_commands() else None
-
-
-def build_skill_invocation_message(
-    cmd_key: str,
-    user_instruction: str = "",
-    task_id: str | None = None,
-    runtime_note: str = "",
-) -> Optional[str]:
-    """Build the user message content for a skill slash command invocation.
-
-    Args:
-        cmd_key: The command key including leading slash (e.g., "/gif-search").
-        user_instruction: Optional text the user typed after the command.
-
-    Returns:
-        The formatted message string, or None if the skill wasn't found.
-    """
-    commands = get_skill_commands()
-    skill_info = commands.get(cmd_key)
-    if not skill_info:
-        return None
-
-    loaded = _load_skill_payload(skill_info["skill_dir"], task_id=task_id)
-    if not loaded:
-        return f"[Failed to load skill: {skill_info['name']}]"
-
-    loaded_skill, skill_dir, skill_name = loaded
-    activation_note = (
-        f'[SYSTEM: The user has invoked the "{skill_name}" skill, indicating they want '
-        "you to follow its instructions. The full skill content is loaded below.]"
-    )
-    return _build_skill_message(
-        loaded_skill,
-        skill_dir,
-        activation_note,
-        user_instruction=user_instruction,
-        runtime_note=runtime_note,
-        session_id=task_id,
-    )
-
-
-def build_preloaded_skills_prompt(
-    skill_identifiers: list[str],
-    task_id: str | None = None,
-) -> tuple[str, list[str], list[str]]:
-    """Load one or more skills for session-wide CLI preloading.
-
-    Returns (prompt_text, loaded_skill_names, missing_identifiers).
-    """
-    prompt_parts: list[str] = []
-    loaded_names: list[str] = []
-    missing: list[str] = []
-
-    seen: set[str] = set()
-    for raw_identifier in skill_identifiers:
-        identifier = (raw_identifier or "").strip()
-        if not identifier or identifier in seen:
-            continue
-        seen.add(identifier)
-
-        loaded = _load_skill_payload(identifier, task_id=task_id)
-        if not loaded:
-            missing.append(identifier)
-            continue
-
-        loaded_skill, skill_dir, skill_name = loaded
-        activation_note = (
-            f'[SYSTEM: The user launched this CLI session with the "{skill_name}" skill '
-            "preloaded. Treat its instructions as active guidance for the duration of this "
-            "session unless the user overrides them.]"
-        )
-        prompt_parts.append(
-            _build_skill_message(
-                loaded_skill,
-                skill_dir,
-                activation_note,
-                session_id=task_id,
-            )
-        )
-        loaded_names.append(skill_name)
-
-    return "\n\n".join(prompt_parts), loaded_names, missing

agent/skill_utils.py

@@ -1,465 +0,0 @@
-"""Lightweight skill metadata utilities shared by prompt_builder and skills_tool.
-
-This module intentionally avoids importing the tool registry, CLI config, or any
-heavy dependency chain.  It is safe to import at module level without triggering
-tool registration or provider resolution.
-"""
-
-import logging
-import os
-import re
-import sys
-from pathlib import Path
-from typing import Any, Dict, List, Optional, Set, Tuple
-
-from hermes_constants import get_config_path, get_skills_dir
-
-logger = logging.getLogger(__name__)
-
-# ── Platform mapping ──────────────────────────────────────────────────────
-
-PLATFORM_MAP = {
-    "macos": "darwin",
-    "linux": "linux",
-    "windows": "win32",
-}
-
-EXCLUDED_SKILL_DIRS = frozenset((".git", ".github", ".hub"))
-
-# ── Lazy YAML loader ─────────────────────────────────────────────────────
-
-_yaml_load_fn = None
-
-
-def yaml_load(content: str):
-    """Parse YAML with lazy import and CSafeLoader preference."""
-    global _yaml_load_fn
-    if _yaml_load_fn is None:
-        import yaml
-
-        loader = getattr(yaml, "CSafeLoader", None) or yaml.SafeLoader
-
-        def _load(value: str):
-            return yaml.load(value, Loader=loader)
-
-        _yaml_load_fn = _load
-    return _yaml_load_fn(content)
-
-
-# ── Frontmatter parsing ──────────────────────────────────────────────────
-
-
-def parse_frontmatter(content: str) -> Tuple[Dict[str, Any], str]:
-    """Parse YAML frontmatter from a markdown string.
-
-    Uses yaml with CSafeLoader for full YAML support (nested metadata, lists)
-    with a fallback to simple key:value splitting for robustness.
-
-    Returns:
-        (frontmatter_dict, remaining_body)
-    """
-    frontmatter: Dict[str, Any] = {}
-    body = content
-
-    if not content.startswith("---"):
-        return frontmatter, body
-
-    end_match = re.search(r"\n---\s*\n", content[3:])
-    if not end_match:
-        return frontmatter, body
-
-    yaml_content = content[3 : end_match.start() + 3]
-    body = content[end_match.end() + 3 :]
-
-    try:
-        parsed = yaml_load(yaml_content)
-        if isinstance(parsed, dict):
-            frontmatter = parsed
-    except Exception:
-        # Fallback: simple key:value parsing for malformed YAML
-        for line in yaml_content.strip().split("\n"):
-            if ":" not in line:
-                continue
-            key, value = line.split(":", 1)
-            frontmatter[key.strip()] = value.strip()
-
-    return frontmatter, body
-
-
-# ── Platform matching ─────────────────────────────────────────────────────
-
-
-def skill_matches_platform(frontmatter: Dict[str, Any]) -> bool:
-    """Return True when the skill is compatible with the current OS.
-
-    Skills declare platform requirements via a top-level ``platforms`` list
-    in their YAML frontmatter::
-
-        platforms: [macos]          # macOS only
-        platforms: [macos, linux]   # macOS and Linux
-
-    If the field is absent or empty the skill is compatible with **all**
-    platforms (backward-compatible default).
-    """
-    platforms = frontmatter.get("platforms")
-    if not platforms:
-        return True
-    if not isinstance(platforms, list):
-        platforms = [platforms]
-    current = sys.platform
-    for platform in platforms:
-        normalized = str(platform).lower().strip()
-        mapped = PLATFORM_MAP.get(normalized, normalized)
-        if current.startswith(mapped):
-            return True
-    return False
-
-
-# ── Disabled skills ───────────────────────────────────────────────────────
-
-
-def get_disabled_skill_names(platform: str | None = None) -> Set[str]:
-    """Read disabled skill names from config.yaml.
-
-    Args:
-        platform: Explicit platform name (e.g. ``"telegram"``).  When
-            *None*, resolves from ``HERMES_PLATFORM`` or
-            ``HERMES_SESSION_PLATFORM`` env vars.  Falls back to the
-            global disabled list when no platform is determined.
-
-    Reads the config file directly (no CLI config imports) to stay
-    lightweight.
-    """
-    config_path = get_config_path()
-    if not config_path.exists():
-        return set()
-    try:
-        parsed = yaml_load(config_path.read_text(encoding="utf-8"))
-    except Exception as e:
-        logger.debug("Could not read skill config %s: %s", config_path, e)
-        return set()
-    if not isinstance(parsed, dict):
-        return set()
-
-    skills_cfg = parsed.get("skills")
-    if not isinstance(skills_cfg, dict):
-        return set()
-
-    from gateway.session_context import get_session_env
-    resolved_platform = (
-        platform
-        or os.getenv("HERMES_PLATFORM")
-        or get_session_env("HERMES_SESSION_PLATFORM")
-    )
-    if resolved_platform:
-        platform_disabled = (skills_cfg.get("platform_disabled") or {}).get(
-            resolved_platform
-        )
-        if platform_disabled is not None:
-            return _normalize_string_set(platform_disabled)
-    return _normalize_string_set(skills_cfg.get("disabled"))
-
-
-def _normalize_string_set(values) -> Set[str]:
-    if values is None:
-        return set()
-    if isinstance(values, str):
-        values = [values]
-    return {str(v).strip() for v in values if str(v).strip()}
-
-
-# ── External skills directories ──────────────────────────────────────────
-
-
-def get_external_skills_dirs() -> List[Path]:
-    """Read ``skills.external_dirs`` from config.yaml and return validated paths.
-
-    Each entry is expanded (``~`` and ``${VAR}``) and resolved to an absolute
-    path.  Only directories that actually exist are returned.  Duplicates and
-    paths that resolve to the local ``~/.hermes/skills/`` are silently skipped.
-    """
-    config_path = get_config_path()
-    if not config_path.exists():
-        return []
-    try:
-        parsed = yaml_load(config_path.read_text(encoding="utf-8"))
-    except Exception:
-        return []
-    if not isinstance(parsed, dict):
-        return []
-
-    skills_cfg = parsed.get("skills")
-    if not isinstance(skills_cfg, dict):
-        return []
-
-    raw_dirs = skills_cfg.get("external_dirs")
-    if not raw_dirs:
-        return []
-    if isinstance(raw_dirs, str):
-        raw_dirs = [raw_dirs]
-    if not isinstance(raw_dirs, list):
-        return []
-
-    local_skills = get_skills_dir().resolve()
-    seen: Set[Path] = set()
-    result: List[Path] = []
-
-    for entry in raw_dirs:
-        entry = str(entry).strip()
-        if not entry:
-            continue
-        # Expand ~ and environment variables
-        expanded = os.path.expanduser(os.path.expandvars(entry))
-        p = Path(expanded).resolve()
-        if p == local_skills:
-            continue
-        if p in seen:
-            continue
-        if p.is_dir():
-            seen.add(p)
-            result.append(p)
-        else:
-            logger.debug("External skills dir does not exist, skipping: %s", p)
-
-    return result
-
-
-def get_all_skills_dirs() -> List[Path]:
-    """Return all skill directories: local ``~/.hermes/skills/`` first, then external.
-
-    The local dir is always first (and always included even if it doesn't exist
-    yet — callers handle that).  External dirs follow in config order.
-    """
-    dirs = [get_skills_dir()]
-    dirs.extend(get_external_skills_dirs())
-    return dirs
-
-
-# ── Condition extraction ──────────────────────────────────────────────────
-
-
-def extract_skill_conditions(frontmatter: Dict[str, Any]) -> Dict[str, List]:
-    """Extract conditional activation fields from parsed frontmatter."""
-    metadata = frontmatter.get("metadata")
-    # Handle cases where metadata is not a dict (e.g., a string from malformed YAML)
-    if not isinstance(metadata, dict):
-        metadata = {}
-    hermes = metadata.get("hermes") or {}
-    if not isinstance(hermes, dict):
-        hermes = {}
-    return {
-        "fallback_for_toolsets": hermes.get("fallback_for_toolsets", []),
-        "requires_toolsets": hermes.get("requires_toolsets", []),
-        "fallback_for_tools": hermes.get("fallback_for_tools", []),
-        "requires_tools": hermes.get("requires_tools", []),
-    }
-
-
-# ── Skill config extraction ───────────────────────────────────────────────
-
-
-def extract_skill_config_vars(frontmatter: Dict[str, Any]) -> List[Dict[str, Any]]:
-    """Extract config variable declarations from parsed frontmatter.
-
-    Skills declare config.yaml settings they need via::
-
-        metadata:
-          hermes:
-            config:
-              - key: wiki.path
-                description: Path to the LLM Wiki knowledge base directory
-                default: "~/wiki"
-                prompt: Wiki directory path
-
-    Returns a list of dicts with keys: ``key``, ``description``, ``default``,
-    ``prompt``.  Invalid or incomplete entries are silently skipped.
-    """
-    metadata = frontmatter.get("metadata")
-    if not isinstance(metadata, dict):
-        return []
-    hermes = metadata.get("hermes")
-    if not isinstance(hermes, dict):
-        return []
-    raw = hermes.get("config")
-    if not raw:
-        return []
-    if isinstance(raw, dict):
-        raw = [raw]
-    if not isinstance(raw, list):
-        return []
-
-    result: List[Dict[str, Any]] = []
-    seen: set = set()
-    for item in raw:
-        if not isinstance(item, dict):
-            continue
-        key = str(item.get("key", "")).strip()
-        if not key or key in seen:
-            continue
-        # Must have at least key and description
-        desc = str(item.get("description", "")).strip()
-        if not desc:
-            continue
-        entry: Dict[str, Any] = {
-            "key": key,
-            "description": desc,
-        }
-        default = item.get("default")
-        if default is not None:
-            entry["default"] = default
-        prompt_text = item.get("prompt")
-        if isinstance(prompt_text, str) and prompt_text.strip():
-            entry["prompt"] = prompt_text.strip()
-        else:
-            entry["prompt"] = desc
-        seen.add(key)
-        result.append(entry)
-    return result
-
-
-def discover_all_skill_config_vars() -> List[Dict[str, Any]]:
-    """Scan all enabled skills and collect their config variable declarations.
-
-    Walks every skills directory, parses each SKILL.md frontmatter, and returns
-    a deduplicated list of config var dicts.  Each dict also includes a
-    ``skill`` key with the skill name for attribution.
-
-    Disabled and platform-incompatible skills are excluded.
-    """
-    all_vars: List[Dict[str, Any]] = []
-    seen_keys: set = set()
-
-    disabled = get_disabled_skill_names()
-    for skills_dir in get_all_skills_dirs():
-        if not skills_dir.is_dir():
-            continue
-        for skill_file in iter_skill_index_files(skills_dir, "SKILL.md"):
-            try:
-                raw = skill_file.read_text(encoding="utf-8")
-                frontmatter, _ = parse_frontmatter(raw)
-            except Exception:
-                continue
-
-            skill_name = frontmatter.get("name") or skill_file.parent.name
-            if str(skill_name) in disabled:
-                continue
-            if not skill_matches_platform(frontmatter):
-                continue
-
-            config_vars = extract_skill_config_vars(frontmatter)
-            for var in config_vars:
-                if var["key"] not in seen_keys:
-                    var["skill"] = str(skill_name)
-                    all_vars.append(var)
-                    seen_keys.add(var["key"])
-
-    return all_vars
-
-
-# Storage prefix: all skill config vars are stored under skills.config.*
-# in config.yaml.  Skill authors declare logical keys (e.g. "wiki.path");
-# the system adds this prefix for storage and strips it for display.
-SKILL_CONFIG_PREFIX = "skills.config"
-
-
-def _resolve_dotpath(config: Dict[str, Any], dotted_key: str):
-    """Walk a nested dict following a dotted key.  Returns None if any part is missing."""
-    parts = dotted_key.split(".")
-    current = config
-    for part in parts:
-        if isinstance(current, dict) and part in current:
-            current = current[part]
-        else:
-            return None
-    return current
-
-
-def resolve_skill_config_values(
-    config_vars: List[Dict[str, Any]],
-) -> Dict[str, Any]:
-    """Resolve current values for skill config vars from config.yaml.
-
-    Skill config is stored under ``skills.config.<key>`` in config.yaml.
-    Returns a dict mapping **logical** keys (as declared by skills) to their
-    current values (or the declared default if the key isn't set).
-    Path values are expanded via ``os.path.expanduser``.
-    """
-    config_path = get_config_path()
-    config: Dict[str, Any] = {}
-    if config_path.exists():
-        try:
-            parsed = yaml_load(config_path.read_text(encoding="utf-8"))
-            if isinstance(parsed, dict):
-                config = parsed
-        except Exception:
-            pass
-
-    resolved: Dict[str, Any] = {}
-    for var in config_vars:
-        logical_key = var["key"]
-        storage_key = f"{SKILL_CONFIG_PREFIX}.{logical_key}"
-        value = _resolve_dotpath(config, storage_key)
-
-        if value is None or (isinstance(value, str) and not value.strip()):
-            value = var.get("default", "")
-
-        # Expand ~ in path-like values
-        if isinstance(value, str) and ("~" in value or "${" in value):
-            value = os.path.expanduser(os.path.expandvars(value))
-
-        resolved[logical_key] = value
-
-    return resolved
-
-
-# ── Description extraction ────────────────────────────────────────────────
-
-
-def extract_skill_description(frontmatter: Dict[str, Any]) -> str:
-    """Extract a truncated description from parsed frontmatter."""
-    raw_desc = frontmatter.get("description", "")
-    if not raw_desc:
-        return ""
-    desc = str(raw_desc).strip().strip("'\"")
-    if len(desc) > 60:
-        return desc[:57] + "..."
-    return desc
-
-
-# ── File iteration ────────────────────────────────────────────────────────
-
-
-def iter_skill_index_files(skills_dir: Path, filename: str):
-    """Walk skills_dir yielding sorted paths matching *filename*.
-
-    Excludes ``.git``, ``.github``, ``.hub`` directories.
-    """
-    matches = []
-    for root, dirs, files in os.walk(skills_dir):
-        dirs[:] = [d for d in dirs if d not in EXCLUDED_SKILL_DIRS]
-        if filename in files:
-            matches.append(Path(root) / filename)
-    for path in sorted(matches, key=lambda p: str(p.relative_to(skills_dir))):
-        yield path
-
-
-# ── Namespace helpers for plugin-provided skills ───────────────────────────
-
-_NAMESPACE_RE = re.compile(r"^[a-zA-Z0-9_-]+$")
-
-
-def parse_qualified_name(name: str) -> Tuple[Optional[str], str]:
-    """Split ``'namespace:skill-name'`` into ``(namespace, bare_name)``.
-
-    Returns ``(None, name)`` when there is no ``':'``.
-    """
-    if ":" not in name:
-        return None, name
-    return tuple(name.split(":", 1))  # type: ignore[return-value]
-
-
-def is_valid_namespace(candidate: Optional[str]) -> bool:
-    """Check whether *candidate* is a valid namespace (``[a-zA-Z0-9_-]+``)."""
-    if not candidate:
-        return False
-    return bool(_NAMESPACE_RE.match(candidate))

agent/subdirectory_hints.py

@@ -1,224 +0,0 @@
-"""Progressive subdirectory hint discovery.
-
-As the agent navigates into subdirectories via tool calls (read_file, terminal,
-search_files, etc.), this module discovers and loads project context files
-(AGENTS.md, CLAUDE.md, .cursorrules) from those directories.  Discovered hints
-are appended to the tool result so the model gets relevant context at the moment
-it starts working in a new area of the codebase.
-
-This complements the startup context loading in ``prompt_builder.py`` which only
-loads from the CWD.  Subdirectory hints are discovered lazily and injected into
-the conversation without modifying the system prompt (preserving prompt caching).
-
-Inspired by Block/goose's SubdirectoryHintTracker.
-"""
-
-import logging
-import os
-import shlex
-from pathlib import Path
-from typing import Dict, Any, Optional, Set
-
-from agent.prompt_builder import _scan_context_content
-
-logger = logging.getLogger(__name__)
-
-# Context files to look for in subdirectories, in priority order.
-# Same filenames as prompt_builder.py but we load ALL found (not first-wins)
-# since different subdirectories may use different conventions.
-_HINT_FILENAMES = [
-    "AGENTS.md", "agents.md",
-    "CLAUDE.md", "claude.md",
-    ".cursorrules",
-]
-
-# Maximum chars per hint file to prevent context bloat
-_MAX_HINT_CHARS = 8_000
-
-# Tool argument keys that typically contain file paths
-_PATH_ARG_KEYS = {"path", "file_path", "workdir"}
-
-# Tools that take shell commands where we should extract paths
-_COMMAND_TOOLS = {"terminal"}
-
-# How many parent directories to walk up when looking for hints.
-# Prevents scanning all the way to / for deeply nested paths.
-_MAX_ANCESTOR_WALK = 5
-
-class SubdirectoryHintTracker:
-    """Track which directories the agent visits and load hints on first access.
-
-    Usage::
-
-        tracker = SubdirectoryHintTracker(working_dir="/path/to/project")
-
-        # After each tool call:
-        hints = tracker.check_tool_call("read_file", {"path": "backend/src/main.py"})
-        if hints:
-            tool_result += hints  # append to the tool result string
-    """
-
-    def __init__(self, working_dir: Optional[str] = None):
-        self.working_dir = Path(working_dir or os.getcwd()).resolve()
-        self._loaded_dirs: Set[Path] = set()
-        # Pre-mark the working dir as loaded (startup context handles it)
-        self._loaded_dirs.add(self.working_dir)
-
-    def check_tool_call(
-        self,
-        tool_name: str,
-        tool_args: Dict[str, Any],
-    ) -> Optional[str]:
-        """Check tool call arguments for new directories and load any hint files.
-
-        Returns formatted hint text to append to the tool result, or None.
-        """
-        dirs = self._extract_directories(tool_name, tool_args)
-        if not dirs:
-            return None
-
-        all_hints = []
-        for d in dirs:
-            hints = self._load_hints_for_directory(d)
-            if hints:
-                all_hints.append(hints)
-
-        if not all_hints:
-            return None
-
-        return "\n\n" + "\n\n".join(all_hints)
-
-    def _extract_directories(
-        self, tool_name: str, args: Dict[str, Any]
-    ) -> list:
-        """Extract directory paths from tool call arguments."""
-        candidates: Set[Path] = set()
-
-        # Direct path arguments
-        for key in _PATH_ARG_KEYS:
-            val = args.get(key)
-            if isinstance(val, str) and val.strip():
-                self._add_path_candidate(val, candidates)
-
-        # Shell commands — extract path-like tokens
-        if tool_name in _COMMAND_TOOLS:
-            cmd = args.get("command", "")
-            if isinstance(cmd, str):
-                self._extract_paths_from_command(cmd, candidates)
-
-        return list(candidates)
-
-    def _add_path_candidate(self, raw_path: str, candidates: Set[Path]):
-        """Resolve a raw path and add its directory + ancestors to candidates.
-
-        Walks up from the resolved directory toward the filesystem root,
-        stopping at the first directory already in ``_loaded_dirs`` (or after
-        ``_MAX_ANCESTOR_WALK`` levels).  This ensures that reading
-        ``project/src/main.py`` discovers ``project/AGENTS.md`` even when
-        ``project/src/`` has no hint files of its own.
-        """
-        try:
-            p = Path(raw_path).expanduser()
-            if not p.is_absolute():
-                p = self.working_dir / p
-            p = p.resolve()
-            # Use parent if it's a file path (has extension or doesn't exist as dir)
-            if p.suffix or (p.exists() and p.is_file()):
-                p = p.parent
-            # Walk up ancestors — stop at already-loaded or root
-            for _ in range(_MAX_ANCESTOR_WALK):
-                if p in self._loaded_dirs:
-                    break
-                if self._is_valid_subdir(p):
-                    candidates.add(p)
-                parent = p.parent
-                if parent == p:
-                    break  # filesystem root
-                p = parent
-        except (OSError, ValueError):
-            pass
-
-    def _extract_paths_from_command(self, cmd: str, candidates: Set[Path]):
-        """Extract path-like tokens from a shell command string."""
-        try:
-            tokens = shlex.split(cmd)
-        except ValueError:
-            tokens = cmd.split()
-
-        for token in tokens:
-            # Skip flags
-            if token.startswith("-"):
-                continue
-            # Must look like a path (contains / or .)
-            if "/" not in token and "." not in token:
-                continue
-            # Skip URLs
-            if token.startswith(("http://", "https://", "git@")):
-                continue
-            self._add_path_candidate(token, candidates)
-
-    def _is_valid_subdir(self, path: Path) -> bool:
-        """Check if path is a valid directory to scan for hints."""
-        try:
-            if not path.is_dir():
-                return False
-        except OSError:
-            return False
-        if path in self._loaded_dirs:
-            return False
-        return True
-
-    def _load_hints_for_directory(self, directory: Path) -> Optional[str]:
-        """Load hint files from a directory. Returns formatted text or None."""
-        self._loaded_dirs.add(directory)
-
-        found_hints = []
-        for filename in _HINT_FILENAMES:
-            hint_path = directory / filename
-            try:
-                if not hint_path.is_file():
-                    continue
-            except OSError:
-                continue
-            try:
-                content = hint_path.read_text(encoding="utf-8").strip()
-                if not content:
-                    continue
-                # Same security scan as startup context loading
-                content = _scan_context_content(content, filename)
-                if len(content) > _MAX_HINT_CHARS:
-                    content = (
-                        content[:_MAX_HINT_CHARS]
-                        + f"\n\n[...truncated {filename}: {len(content):,} chars total]"
-                    )
-                # Best-effort relative path for display
-                rel_path = str(hint_path)
-                try:
-                    rel_path = str(hint_path.relative_to(self.working_dir))
-                except ValueError:
-                    try:
-                        rel_path = str(hint_path.relative_to(Path.home()))
-                        rel_path = "~/" + rel_path
-                    except ValueError:
-                        pass  # keep absolute
-                found_hints.append((rel_path, content))
-                # First match wins per directory (like startup loading)
-                break
-            except Exception as exc:
-                logger.debug("Could not read %s: %s", hint_path, exc)
-
-        if not found_hints:
-            return None
-
-        sections = []
-        for rel_path, content in found_hints:
-            sections.append(
-                f"[Subdirectory context discovered: {rel_path}]\n{content}"
-            )
-
-        logger.debug(
-            "Loaded subdirectory hints from %s: %s",
-            directory,
-            [h[0] for h in found_hints],
-        )
-        return "\n\n".join(sections)

agent/title_generator.py

@@ -1,125 +0,0 @@
-"""Auto-generate short session titles from the first user/assistant exchange.
-
-Runs asynchronously after the first response is delivered so it never
-adds latency to the user-facing reply.
-"""
-
-import logging
-import threading
-from typing import Optional
-
-from agent.auxiliary_client import call_llm
-
-logger = logging.getLogger(__name__)
-
-_TITLE_PROMPT = (
-    "Generate a short, descriptive title (3-7 words) for a conversation that starts with the "
-    "following exchange. The title should capture the main topic or intent. "
-    "Return ONLY the title text, nothing else. No quotes, no punctuation at the end, no prefixes."
-)
-
-
-def generate_title(user_message: str, assistant_response: str, timeout: float = 30.0) -> Optional[str]:
-    """Generate a session title from the first exchange.
-
-    Uses the auxiliary LLM client (cheapest/fastest available model).
-    Returns the title string or None on failure.
-    """
-    # Truncate long messages to keep the request small
-    user_snippet = user_message[:500] if user_message else ""
-    assistant_snippet = assistant_response[:500] if assistant_response else ""
-
-    messages = [
-        {"role": "system", "content": _TITLE_PROMPT},
-        {"role": "user", "content": f"User: {user_snippet}\n\nAssistant: {assistant_snippet}"},
-    ]
-
-    try:
-        response = call_llm(
-            task="title_generation",
-            messages=messages,
-            max_tokens=30,
-            temperature=0.3,
-            timeout=timeout,
-        )
-        title = (response.choices[0].message.content or "").strip()
-        # Clean up: remove quotes, trailing punctuation, prefixes like "Title: "
-        title = title.strip('"\'')
-        if title.lower().startswith("title:"):
-            title = title[6:].strip()
-        # Enforce reasonable length
-        if len(title) > 80:
-            title = title[:77] + "..."
-        return title if title else None
-    except Exception as e:
-        logger.debug("Title generation failed: %s", e)
-        return None
-
-
-def auto_title_session(
-    session_db,
-    session_id: str,
-    user_message: str,
-    assistant_response: str,
-) -> None:
-    """Generate and set a session title if one doesn't already exist.
-
-    Called in a background thread after the first exchange completes.
-    Silently skips if:
-    - session_db is None
-    - session already has a title (user-set or previously auto-generated)
-    - title generation fails
-    """
-    if not session_db or not session_id:
-        return
-
-    # Check if title already exists (user may have set one via /title before first response)
-    try:
-        existing = session_db.get_session_title(session_id)
-        if existing:
-            return
-    except Exception:
-        return
-
-    title = generate_title(user_message, assistant_response)
-    if not title:
-        return
-
-    try:
-        session_db.set_session_title(session_id, title)
-        logger.debug("Auto-generated session title: %s", title)
-    except Exception as e:
-        logger.debug("Failed to set auto-generated title: %s", e)
-
-
-def maybe_auto_title(
-    session_db,
-    session_id: str,
-    user_message: str,
-    assistant_response: str,
-    conversation_history: list,
-) -> None:
-    """Fire-and-forget title generation after the first exchange.
-
-    Only generates a title when:
-    - This appears to be the first user→assistant exchange
-    - No title is already set
-    """
-    if not session_db or not session_id or not user_message or not assistant_response:
-        return
-
-    # Count user messages in history to detect first exchange.
-    # conversation_history includes the exchange that just happened,
-    # so for a first exchange we expect exactly 1 user message
-    # (or 2 counting system). Be generous: generate on first 2 exchanges.
-    user_msg_count = sum(1 for m in (conversation_history or []) if m.get("role") == "user")
-    if user_msg_count > 2:
-        return
-
-    thread = threading.Thread(
-        target=auto_title_session,
-        args=(session_db, session_id, user_message, assistant_response),
-        daemon=True,
-        name="auto-title",
-    )
-    thread.start()

agent/trajectory.py

@@ -1,56 +0,0 @@
-"""Trajectory saving utilities and static helpers.
-
-_convert_to_trajectory_format stays as an AIAgent method (batch_runner.py
-calls agent._convert_to_trajectory_format). Only the static helpers and
-the file-write logic live here.
-"""
-
-import json
-import logging
-from datetime import datetime
-from typing import Any, Dict, List
-
-logger = logging.getLogger(__name__)
-
-
-def convert_scratchpad_to_think(content: str) -> str:
-    """Convert <REASONING_SCRATCHPAD> tags to <think> tags."""
-    if not content or "<REASONING_SCRATCHPAD>" not in content:
-        return content
-    return content.replace("<REASONING_SCRATCHPAD>", "<think>").replace("</REASONING_SCRATCHPAD>", "</think>")
-
-
-def has_incomplete_scratchpad(content: str) -> bool:
-    """Check if content has an opening <REASONING_SCRATCHPAD> without a closing tag."""
-    if not content:
-        return False
-    return "<REASONING_SCRATCHPAD>" in content and "</REASONING_SCRATCHPAD>" not in content
-
-
-def save_trajectory(trajectory: List[Dict[str, Any]], model: str,
-                    completed: bool, filename: str = None):
-    """Append a trajectory entry to a JSONL file.
-
-    Args:
-        trajectory: The ShareGPT-format conversation list.
-        model: Model name for metadata.
-        completed: Whether the conversation completed successfully.
-        filename: Override output filename. Defaults to trajectory_samples.jsonl
-                  or failed_trajectories.jsonl based on ``completed``.
-    """
-    if filename is None:
-        filename = "trajectory_samples.jsonl" if completed else "failed_trajectories.jsonl"
-
-    entry = {
-        "conversations": trajectory,
-        "timestamp": datetime.now().isoformat(),
-        "model": model,
-        "completed": completed,
-    }
-
-    try:
-        with open(filename, "a", encoding="utf-8") as f:
-            f.write(json.dumps(entry, ensure_ascii=False) + "\n")
-        logger.info("Trajectory saved to %s", filename)
-    except Exception as e:
-        logger.warning("Failed to save trajectory: %s", e)

agent/transports/__init__.py

@@ -1,51 +0,0 @@
-"""Transport layer types and registry for provider response normalization.
-
-Usage:
-    from agent.transports import get_transport
-    transport = get_transport("anthropic_messages")
-    result = transport.normalize_response(raw_response)
-"""
-
-from agent.transports.types import NormalizedResponse, ToolCall, Usage, build_tool_call, map_finish_reason  # noqa: F401
-
-_REGISTRY: dict = {}
-
-
-def register_transport(api_mode: str, transport_cls: type) -> None:
-    """Register a transport class for an api_mode string."""
-    _REGISTRY[api_mode] = transport_cls
-
-
-def get_transport(api_mode: str):
-    """Get a transport instance for the given api_mode.
-
-    Returns None if no transport is registered for this api_mode.
-    This allows gradual migration — call sites can check for None
-    and fall back to the legacy code path.
-    """
-    if not _REGISTRY:
-        _discover_transports()
-    cls = _REGISTRY.get(api_mode)
-    if cls is None:
-        return None
-    return cls()
-
-
-def _discover_transports() -> None:
-    """Import all transport modules to trigger auto-registration."""
-    try:
-        import agent.transports.anthropic  # noqa: F401
-    except ImportError:
-        pass
-    try:
-        import agent.transports.codex  # noqa: F401
-    except ImportError:
-        pass
-    try:
-        import agent.transports.chat_completions  # noqa: F401
-    except ImportError:
-        pass
-    try:
-        import agent.transports.bedrock  # noqa: F401
-    except ImportError:
-        pass

agent/transports/anthropic.py

@@ -1,129 +0,0 @@
-"""Anthropic Messages API transport.
-
-Delegates to the existing adapter functions in agent/anthropic_adapter.py.
-This transport owns format conversion and normalization — NOT client lifecycle.
-"""
-
-from typing import Any, Dict, List, Optional
-
-from agent.transports.base import ProviderTransport
-from agent.transports.types import NormalizedResponse
-
-
-class AnthropicTransport(ProviderTransport):
-    """Transport for api_mode='anthropic_messages'.
-
-    Wraps the existing functions in anthropic_adapter.py behind the
-    ProviderTransport ABC.  Each method delegates — no logic is duplicated.
-    """
-
-    @property
-    def api_mode(self) -> str:
-        return "anthropic_messages"
-
-    def convert_messages(self, messages: List[Dict[str, Any]], **kwargs) -> Any:
-        """Convert OpenAI messages to Anthropic (system, messages) tuple.
-
-        kwargs:
-            base_url: Optional[str] — affects thinking signature handling.
-        """
-        from agent.anthropic_adapter import convert_messages_to_anthropic
-
-        base_url = kwargs.get("base_url")
-        return convert_messages_to_anthropic(messages, base_url=base_url)
-
-    def convert_tools(self, tools: List[Dict[str, Any]]) -> Any:
-        """Convert OpenAI tool schemas to Anthropic input_schema format."""
-        from agent.anthropic_adapter import convert_tools_to_anthropic
-
-        return convert_tools_to_anthropic(tools)
-
-    def build_kwargs(
-        self,
-        model: str,
-        messages: List[Dict[str, Any]],
-        tools: Optional[List[Dict[str, Any]]] = None,
-        **params,
-    ) -> Dict[str, Any]:
-        """Build Anthropic messages.create() kwargs.
-
-        Calls convert_messages and convert_tools internally.
-
-        params (all optional):
-            max_tokens: int
-            reasoning_config: dict | None
-            tool_choice: str | None
-            is_oauth: bool
-            preserve_dots: bool
-            context_length: int | None
-            base_url: str | None
-            fast_mode: bool
-        """
-        from agent.anthropic_adapter import build_anthropic_kwargs
-
-        return build_anthropic_kwargs(
-            model=model,
-            messages=messages,
-            tools=tools,
-            max_tokens=params.get("max_tokens", 16384),
-            reasoning_config=params.get("reasoning_config"),
-            tool_choice=params.get("tool_choice"),
-            is_oauth=params.get("is_oauth", False),
-            preserve_dots=params.get("preserve_dots", False),
-            context_length=params.get("context_length"),
-            base_url=params.get("base_url"),
-            fast_mode=params.get("fast_mode", False),
-        )
-
-    def normalize_response(self, response: Any, **kwargs) -> NormalizedResponse:
-        """Normalize Anthropic response to NormalizedResponse.
-
-        kwargs:
-            strip_tool_prefix: bool — strip 'mcp_mcp_' prefixes from tool names.
-        """
-        from agent.anthropic_adapter import normalize_anthropic_response_v2
-
-        strip_tool_prefix = kwargs.get("strip_tool_prefix", False)
-        return normalize_anthropic_response_v2(response, strip_tool_prefix=strip_tool_prefix)
-
-    def validate_response(self, response: Any) -> bool:
-        """Check Anthropic response structure is valid."""
-        if response is None:
-            return False
-        content_blocks = getattr(response, "content", None)
-        if not isinstance(content_blocks, list):
-            return False
-        if not content_blocks:
-            return False
-        return True
-
-    def extract_cache_stats(self, response: Any) -> Optional[Dict[str, int]]:
-        """Extract Anthropic cache_read and cache_creation token counts."""
-        usage = getattr(response, "usage", None)
-        if usage is None:
-            return None
-        cached = getattr(usage, "cache_read_input_tokens", 0) or 0
-        written = getattr(usage, "cache_creation_input_tokens", 0) or 0
-        if cached or written:
-            return {"cached_tokens": cached, "creation_tokens": written}
-        return None
-
-    # Promote the adapter's canonical mapping to module level so it's shared
-    _STOP_REASON_MAP = {
-        "end_turn": "stop",
-        "tool_use": "tool_calls",
-        "max_tokens": "length",
-        "stop_sequence": "stop",
-        "refusal": "content_filter",
-        "model_context_window_exceeded": "length",
-    }
-
-    def map_finish_reason(self, raw_reason: str) -> str:
-        """Map Anthropic stop_reason to OpenAI finish_reason."""
-        return self._STOP_REASON_MAP.get(raw_reason, "stop")
-
-
-# Auto-register on import
-from agent.transports import register_transport  # noqa: E402
-
-register_transport("anthropic_messages", AnthropicTransport)

agent/transports/base.py

@@ -1,89 +0,0 @@
-"""Abstract base for provider transports.
-
-A transport owns the data path for one api_mode:
-  convert_messages → convert_tools → build_kwargs → normalize_response
-
-It does NOT own: client construction, streaming, credential refresh,
-prompt caching, interrupt handling, or retry logic.  Those stay on AIAgent.
-"""
-
-from abc import ABC, abstractmethod
-from typing import Any, Dict, List, Optional
-
-from agent.transports.types import NormalizedResponse
-
-
-class ProviderTransport(ABC):
-    """Base class for provider-specific format conversion and normalization."""
-
-    @property
-    @abstractmethod
-    def api_mode(self) -> str:
-        """The api_mode string this transport handles (e.g. 'anthropic_messages')."""
-        ...
-
-    @abstractmethod
-    def convert_messages(self, messages: List[Dict[str, Any]], **kwargs) -> Any:
-        """Convert OpenAI-format messages to provider-native format.
-
-        Returns provider-specific structure (e.g. (system, messages) for Anthropic,
-        or the messages list unchanged for chat_completions).
-        """
-        ...
-
-    @abstractmethod
-    def convert_tools(self, tools: List[Dict[str, Any]]) -> Any:
-        """Convert OpenAI-format tool definitions to provider-native format.
-
-        Returns provider-specific tool list (e.g. Anthropic input_schema format).
-        """
-        ...
-
-    @abstractmethod
-    def build_kwargs(
-        self,
-        model: str,
-        messages: List[Dict[str, Any]],
-        tools: Optional[List[Dict[str, Any]]] = None,
-        **params,
-    ) -> Dict[str, Any]:
-        """Build the complete API call kwargs dict.
-
-        This is the primary entry point — it typically calls convert_messages()
-        and convert_tools() internally, then adds model-specific config.
-
-        Returns a dict ready to be passed to the provider's SDK client.
-        """
-        ...
-
-    @abstractmethod
-    def normalize_response(self, response: Any, **kwargs) -> NormalizedResponse:
-        """Normalize a raw provider response to the shared NormalizedResponse type.
-
-        This is the only method that returns a transport-layer type.
-        """
-        ...
-
-    def validate_response(self, response: Any) -> bool:
-        """Optional: check if the raw response is structurally valid.
-
-        Returns True if valid, False if the response should be treated as invalid.
-        Default implementation always returns True.
-        """
-        return True
-
-    def extract_cache_stats(self, response: Any) -> Optional[Dict[str, int]]:
-        """Optional: extract provider-specific cache hit/creation stats.
-
-        Returns dict with 'cached_tokens' and 'creation_tokens', or None.
-        Default returns None.
-        """
-        return None
-
-    def map_finish_reason(self, raw_reason: str) -> str:
-        """Optional: map provider-specific stop reason to OpenAI equivalent.
-
-        Default returns the raw reason unchanged.  Override for providers
-        with different stop reason vocabularies.
-        """
-        return raw_reason

agent/transports/bedrock.py

@@ -1,154 +0,0 @@
-"""AWS Bedrock Converse API transport.
-
-Delegates to the existing adapter functions in agent/bedrock_adapter.py.
-Bedrock uses its own boto3 client (not the OpenAI SDK), so the transport
-owns format conversion and normalization, while client construction and
-boto3 calls stay on AIAgent.
-"""
-
-from typing import Any, Dict, List, Optional
-
-from agent.transports.base import ProviderTransport
-from agent.transports.types import NormalizedResponse, ToolCall, Usage
-
-
-class BedrockTransport(ProviderTransport):
-    """Transport for api_mode='bedrock_converse'."""
-
-    @property
-    def api_mode(self) -> str:
-        return "bedrock_converse"
-
-    def convert_messages(self, messages: List[Dict[str, Any]], **kwargs) -> Any:
-        """Convert OpenAI messages to Bedrock Converse format."""
-        from agent.bedrock_adapter import convert_messages_to_converse
-        return convert_messages_to_converse(messages)
-
-    def convert_tools(self, tools: List[Dict[str, Any]]) -> Any:
-        """Convert OpenAI tool schemas to Bedrock Converse toolConfig."""
-        from agent.bedrock_adapter import convert_tools_to_converse
-        return convert_tools_to_converse(tools)
-
-    def build_kwargs(
-        self,
-        model: str,
-        messages: List[Dict[str, Any]],
-        tools: Optional[List[Dict[str, Any]]] = None,
-        **params,
-    ) -> Dict[str, Any]:
-        """Build Bedrock converse() kwargs.
-
-        Calls convert_messages and convert_tools internally.
-
-        params:
-            max_tokens: int — output token limit (default 4096)
-            temperature: float | None
-            guardrail_config: dict | None — Bedrock guardrails
-            region: str — AWS region (default 'us-east-1')
-        """
-        from agent.bedrock_adapter import build_converse_kwargs
-
-        region = params.get("region", "us-east-1")
-        guardrail = params.get("guardrail_config")
-
-        kwargs = build_converse_kwargs(
-            model=model,
-            messages=messages,
-            tools=tools,
-            max_tokens=params.get("max_tokens", 4096),
-            temperature=params.get("temperature"),
-            guardrail_config=guardrail,
-        )
-        # Sentinel keys for dispatch — agent pops these before the boto3 call
-        kwargs["__bedrock_converse__"] = True
-        kwargs["__bedrock_region__"] = region
-        return kwargs
-
-    def normalize_response(self, response: Any, **kwargs) -> NormalizedResponse:
-        """Normalize Bedrock response to NormalizedResponse.
-
-        Handles two shapes:
-        1. Raw boto3 dict (from direct converse() calls)
-        2. Already-normalized SimpleNamespace with .choices (from dispatch site)
-        """
-        from agent.bedrock_adapter import normalize_converse_response
-
-        # Normalize to OpenAI-compatible SimpleNamespace
-        if hasattr(response, "choices") and response.choices:
-            # Already normalized at dispatch site
-            ns = response
-        else:
-            # Raw boto3 dict
-            ns = normalize_converse_response(response)
-
-        choice = ns.choices[0]
-        msg = choice.message
-        finish_reason = choice.finish_reason or "stop"
-
-        tool_calls = None
-        if msg.tool_calls:
-            tool_calls = [
-                ToolCall(
-                    id=tc.id,
-                    name=tc.function.name,
-                    arguments=tc.function.arguments,
-                )
-                for tc in msg.tool_calls
-            ]
-
-        usage = None
-        if hasattr(ns, "usage") and ns.usage:
-            u = ns.usage
-            usage = Usage(
-                prompt_tokens=getattr(u, "prompt_tokens", 0) or 0,
-                completion_tokens=getattr(u, "completion_tokens", 0) or 0,
-                total_tokens=getattr(u, "total_tokens", 0) or 0,
-            )
-
-        reasoning = getattr(msg, "reasoning", None) or getattr(msg, "reasoning_content", None)
-
-        return NormalizedResponse(
-            content=msg.content,
-            tool_calls=tool_calls,
-            finish_reason=finish_reason,
-            reasoning=reasoning,
-            usage=usage,
-        )
-
-    def validate_response(self, response: Any) -> bool:
-        """Check Bedrock response structure.
-
-        After normalize_converse_response, the response has OpenAI-compatible
-        .choices — same check as chat_completions.
-        """
-        if response is None:
-            return False
-        # Raw Bedrock dict response — check for 'output' key
-        if isinstance(response, dict):
-            return "output" in response
-        # Already-normalized SimpleNamespace
-        if hasattr(response, "choices"):
-            return bool(response.choices)
-        return False
-
-    def map_finish_reason(self, raw_reason: str) -> str:
-        """Map Bedrock stop reason to OpenAI finish_reason.
-
-        The adapter already does this mapping inside normalize_converse_response,
-        so this is only used for direct access to raw responses.
-        """
-        _MAP = {
-            "end_turn": "stop",
-            "tool_use": "tool_calls",
-            "max_tokens": "length",
-            "stop_sequence": "stop",
-            "guardrail_intervened": "content_filter",
-            "content_filtered": "content_filter",
-        }
-        return _MAP.get(raw_reason, "stop")
-
-
-# Auto-register on import
-from agent.transports import register_transport  # noqa: E402
-
-register_transport("bedrock_converse", BedrockTransport)