feat(skills): add inference.sh skill (terminal-based, no custom tools)

Add inference.sh as a built-in skill that uses the terminal tool to
run infsh CLI commands. No custom tools or tool registration — the
skill teaches the agent how to use the infsh binary via terminal.

Covers 150+ AI apps: image gen (FLUX, Reve, Seedream), video (Veo,
Wan, Seedance), LLMs, search (Tavily, Exa), 3D, avatars, and more.

Includes reference docs for authentication, app discovery, running
apps, and CLI command reference.

Based on PR #1021 by @okaris, reworked as a skill-only integration.

skills/inference-sh/DESCRIPTION.md

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+# inference.sh
+
+Run 150+ AI applications in the cloud via the [inference.sh](https://inference.sh) platform.
+
+**One API key for everything** — access image generation, video creation, LLMs, search, 3D, and more through a single account. No need to manage separate API keys for each provider.
+
+## Available Skills
+
+- **cli**: Use the inference.sh CLI (`infsh`) via the terminal tool
+
+## What's Included
+
+- **Image Generation**: FLUX, Reve, Seedream, Grok Imagine, Gemini
+- **Video Generation**: Veo, Wan, Seedance, OmniHuman, HunyuanVideo
+- **LLMs**: Claude, Gemini, Kimi, GLM-4 (via OpenRouter)
+- **Search**: Tavily, Exa
+- **3D**: Rodin
+- **Social**: Twitter/X automation
+- **Audio**: TTS, voice cloning

skills/inference-sh/cli/SKILL.md

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+---
+name: inference-sh-cli
+description: "Run 150+ AI apps via inference.sh CLI (infsh) — image generation, video creation, LLMs, search, 3D, social automation. Uses the terminal tool. Triggers: inference.sh, infsh, ai apps, flux, veo, image generation, video generation, seedream, seedance, tavily"
+version: 1.0.0
+author: okaris
+license: MIT
+metadata:
+  hermes:
+    tags: [AI, image-generation, video, LLM, search, inference, FLUX, Veo, Claude]
+    related_skills: []
+---
+
+# inference.sh CLI
+
+Run 150+ AI apps in the cloud with a simple CLI. No GPU required.
+
+All commands use the **terminal tool** to run `infsh` commands.
+
+## When to Use
+
+- User asks to generate images (FLUX, Reve, Seedream, Grok, Gemini image)
+- User asks to generate video (Veo, Wan, Seedance, OmniHuman)
+- User asks about inference.sh or infsh
+- User wants to run AI apps without managing individual provider APIs
+- User asks for AI-powered search (Tavily, Exa)
+- User needs avatar/lipsync generation
+
+## Prerequisites
+
+The `infsh` CLI must be installed and authenticated. Check with:
+
+```bash
+infsh me
+```
+
+If not installed:
+
+```bash
+curl -fsSL https://cli.inference.sh | sh
+infsh login
+```
+
+See `references/authentication.md` for full setup details.
+
+## Workflow
+
+### 1. Always Search First
+
+Never guess app names — always search to find the correct app ID:
+
+```bash
+infsh app list --search flux
+infsh app list --search video
+infsh app list --search image
+```
+
+### 2. Run an App
+
+Use the exact app ID from the search results. Always use `--json` for machine-readable output:
+
+```bash
+infsh app run <app-id> --input '{"prompt": "your prompt here"}' --json
+```
+
+### 3. Parse the Output
+
+The JSON output contains URLs to generated media. Present these to the user with `MEDIA:<url>` for inline display.
+
+## Common Commands
+
+### Image Generation
+
+```bash
+# Search for image apps
+infsh app list --search image
+
+# FLUX Dev with LoRA
+infsh app run falai/flux-dev-lora --input '{"prompt": "sunset over mountains", "num_images": 1}' --json
+
+# Gemini image generation
+infsh app run google/gemini-2-5-flash-image --input '{"prompt": "futuristic city", "num_images": 1}' --json
+
+# Seedream (ByteDance)
+infsh app run bytedance/seedream-5-lite --input '{"prompt": "nature scene"}' --json
+
+# Grok Imagine (xAI)
+infsh app run xai/grok-imagine-image --input '{"prompt": "abstract art"}' --json
+```
+
+### Video Generation
+
+```bash
+# Search for video apps
+infsh app list --search video
+
+# Veo 3.1 (Google)
+infsh app run google/veo-3-1-fast --input '{"prompt": "drone shot of coastline"}' --json
+
+# Seedance (ByteDance)
+infsh app run bytedance/seedance-1-5-pro --input '{"prompt": "dancing figure", "resolution": "1080p"}' --json
+
+# Wan 2.5
+infsh app run falai/wan-2-5 --input '{"prompt": "person walking through city"}' --json
+```
+
+### Local File Uploads
+
+The CLI automatically uploads local files when you provide a path:
+
+```bash
+# Upscale a local image
+infsh app run falai/topaz-image-upscaler --input '{"image": "/path/to/photo.jpg", "upscale_factor": 2}' --json
+
+# Image-to-video from local file
+infsh app run falai/wan-2-5-i2v --input '{"image": "/path/to/image.png", "prompt": "make it move"}' --json
+
+# Avatar with audio
+infsh app run bytedance/omnihuman-1-5 --input '{"audio": "/path/to/audio.mp3", "image": "/path/to/face.jpg"}' --json
+```
+
+### Search & Research
+
+```bash
+infsh app list --search search
+infsh app run tavily/tavily-search --input '{"query": "latest AI news"}' --json
+infsh app run exa/exa-search --input '{"query": "machine learning papers"}' --json
+```
+
+### Other Categories
+
+```bash
+# 3D generation
+infsh app list --search 3d
+
+# Audio / TTS
+infsh app list --search tts
+
+# Twitter/X automation
+infsh app list --search twitter
+```
+
+## Pitfalls
+
+1. **Never guess app IDs** — always run `infsh app list --search <term>` first. App IDs change and new apps are added frequently.
+2. **Always use `--json`** — raw output is hard to parse. The `--json` flag gives structured output with URLs.
+3. **Check authentication** — if commands fail with auth errors, run `infsh login` or verify `INFSH_API_KEY` is set.
+4. **Long-running apps** — video generation can take 30-120 seconds. The terminal tool timeout should be sufficient, but warn the user it may take a moment.
+5. **Input format** — the `--input` flag takes a JSON string. Make sure to properly escape quotes.
+
+## Reference Docs
+
+- `references/authentication.md` — Setup, login, API keys
+- `references/app-discovery.md` — Searching and browsing the app catalog
+- `references/running-apps.md` — Running apps, input formats, output handling
+- `references/cli-reference.md` — Complete CLI command reference

skills/inference-sh/cli/references/app-discovery.md

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+# Discovering Apps
+
+## List All Apps
+
+```bash
+infsh app list
+```
+
+## Pagination
+
+```bash
+infsh app list --page 2
+```
+
+## Filter by Category
+
+```bash
+infsh app list --category image
+infsh app list --category video
+infsh app list --category audio
+infsh app list --category text
+infsh app list --category other
+```
+
+## Search
+
+```bash
+infsh app search "flux"
+infsh app search "video generation"
+infsh app search "tts" -l
+infsh app search "image" --category image
+```
+
+Or use the flag form:
+
+```bash
+infsh app list --search "flux"
+infsh app list --search "video generation"
+infsh app list --search "tts"
+```
+
+## Featured Apps
+
+```bash
+infsh app list --featured
+```
+
+## Newest First
+
+```bash
+infsh app list --new
+```
+
+## Detailed View
+
+```bash
+infsh app list -l
+```
+
+Shows table with app name, category, description, and featured status.
+
+## Save to File
+
+```bash
+infsh app list --save apps.json
+```
+
+## Your Apps
+
+List apps you've deployed:
+
+```bash
+infsh app my
+infsh app my -l  # detailed
+```
+
+## Get App Details
+
+```bash
+infsh app get falai/flux-dev-lora
+infsh app get falai/flux-dev-lora --json
+```
+
+Shows full app info including input/output schema.
+
+## Popular Apps by Category
+
+### Image Generation
+- `falai/flux-dev-lora` - FLUX.2 Dev (high quality)
+- `falai/flux-2-klein-lora` - FLUX.2 Klein (fastest)
+- `infsh/sdxl` - Stable Diffusion XL
+- `google/gemini-3-pro-image-preview` - Gemini 3 Pro
+- `xai/grok-imagine-image` - Grok image generation
+
+### Video Generation
+- `google/veo-3-1-fast` - Veo 3.1 Fast
+- `google/veo-3` - Veo 3
+- `bytedance/seedance-1-5-pro` - Seedance 1.5 Pro
+- `infsh/ltx-video-2` - LTX Video 2 (with audio)
+- `bytedance/omnihuman-1-5` - OmniHuman avatar
+
+### Audio
+- `infsh/dia-tts` - Conversational TTS
+- `infsh/kokoro-tts` - Kokoro TTS
+- `infsh/fast-whisper-large-v3` - Fast transcription
+- `infsh/diffrythm` - Music generation
+
+## Documentation
+
+- [Browsing the Grid](https://inference.sh/docs/apps/browsing-grid) - Visual app browsing
+- [Apps Overview](https://inference.sh/docs/apps/overview) - Understanding apps
+- [Running Apps](https://inference.sh/docs/apps/running) - How to run apps

skills/inference-sh/cli/references/authentication.md

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+# Authentication & Setup
+
+## Install the CLI
+
+```bash
+curl -fsSL https://cli.inference.sh | sh
+```
+
+## Login
+
+```bash
+infsh login
+```
+
+This opens a browser for authentication. After login, credentials are stored locally.
+
+## Check Authentication
+
+```bash
+infsh me
+```
+
+Shows your user info if authenticated.
+
+## Environment Variable
+
+For CI/CD or scripts, set your API key:
+
+```bash
+export INFSH_API_KEY=your-api-key
+```
+
+The environment variable overrides the config file.
+
+## Update CLI
+
+```bash
+infsh update
+```
+
+Or reinstall:
+
+```bash
+curl -fsSL https://cli.inference.sh | sh
+```
+
+## Troubleshooting
+
+| Error | Solution |
+|-------|----------|
+| "not authenticated" | Run `infsh login` |
+| "command not found" | Reinstall CLI or add to PATH |
+| "API key invalid" | Check `INFSH_API_KEY` or re-login |
+
+## Documentation
+
+- [CLI Setup](https://inference.sh/docs/extend/cli-setup) - Complete CLI installation guide
+- [API Authentication](https://inference.sh/docs/api/authentication) - API key management
+- [Secrets](https://inference.sh/docs/secrets/overview) - Managing credentials

skills/inference-sh/cli/references/cli-reference.md

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+# CLI Reference
+
+## Installation
+
+```bash
+curl -fsSL https://cli.inference.sh | sh
+```
+
+## Global Commands
+
+| Command | Description |
+|---------|-------------|
+| `infsh help` | Show help |
+| `infsh version` | Show CLI version |
+| `infsh update` | Update CLI to latest |
+| `infsh login` | Authenticate |
+| `infsh me` | Show current user |
+
+## App Commands
+
+### Discovery
+
+| Command | Description |
+|---------|-------------|
+| `infsh app list` | List available apps |
+| `infsh app list --category <cat>` | Filter by category (image, video, audio, text, other) |
+| `infsh app search <query>` | Search apps |
+| `infsh app list --search <query>` | Search apps (flag form) |
+| `infsh app list --featured` | Show featured apps |
+| `infsh app list --new` | Sort by newest |
+| `infsh app list --page <n>` | Pagination |
+| `infsh app list -l` | Detailed table view |
+| `infsh app list --save <file>` | Save to JSON file |
+| `infsh app my` | List your deployed apps |
+| `infsh app get <app>` | Get app details |
+| `infsh app get <app> --json` | Get app details as JSON |
+
+### Execution
+
+| Command | Description |
+|---------|-------------|
+| `infsh app run <app> --input <file>` | Run app with input file |
+| `infsh app run <app> --input '<json>'` | Run with inline JSON |
+| `infsh app run <app> --input <file> --no-wait` | Run without waiting for completion |
+| `infsh app sample <app>` | Show sample input |
+| `infsh app sample <app> --save <file>` | Save sample to file |
+
+## Task Commands
+
+| Command | Description |
+|---------|-------------|
+| `infsh task get <task-id>` | Get task status and result |
+| `infsh task get <task-id> --json` | Get task as JSON |
+| `infsh task get <task-id> --save <file>` | Save task result to file |
+
+### Development
+
+| Command | Description |
+|---------|-------------|
+| `infsh app init` | Create new app (interactive) |
+| `infsh app init <name>` | Create new app with name |
+| `infsh app test --input <file>` | Test app locally |
+| `infsh app deploy` | Deploy app |
+| `infsh app deploy --dry-run` | Validate without deploying |
+| `infsh app pull <id>` | Pull app source |
+| `infsh app pull --all` | Pull all your apps |
+
+## Environment Variables
+
+| Variable | Description |
+|----------|-------------|
+| `INFSH_API_KEY` | API key (overrides config) |
+
+## Shell Completions
+
+```bash
+# Bash
+infsh completion bash > /etc/bash_completion.d/infsh
+
+# Zsh
+infsh completion zsh > "${fpath[1]}/_infsh"
+
+# Fish
+infsh completion fish > ~/.config/fish/completions/infsh.fish
+```
+
+## App Name Format
+
+Apps use the format `namespace/app-name`:
+
+- `falai/flux-dev-lora` - fal.ai's FLUX 2 Dev
+- `google/veo-3` - Google's Veo 3
+- `infsh/sdxl` - inference.sh's SDXL
+- `bytedance/seedance-1-5-pro` - ByteDance's Seedance
+- `xai/grok-imagine-image` - xAI's Grok
+
+Version pinning: `namespace/app-name@version`
+
+## Documentation
+
+- [CLI Setup](https://inference.sh/docs/extend/cli-setup) - Complete CLI installation guide
+- [Running Apps](https://inference.sh/docs/apps/running) - How to run apps via CLI
+- [Creating an App](https://inference.sh/docs/extend/creating-app) - Build your own apps
+- [Deploying](https://inference.sh/docs/extend/deploying) - Deploy apps to the cloud

skills/inference-sh/cli/references/running-apps.md

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+# Running Apps
+
+## Basic Run
+
+```bash
+infsh app run user/app-name --input input.json
+```
+
+## Inline JSON
+
+```bash
+infsh app run falai/flux-dev-lora --input '{"prompt": "a sunset over mountains"}'
+```
+
+## Version Pinning
+
+```bash
+infsh app run user/app-name@1.0.0 --input input.json
+```
+
+## Local File Uploads
+
+The CLI automatically uploads local files when you provide a file path instead of a URL. Any field that accepts a URL also accepts a local path:
+
+```bash
+# Upscale a local image
+infsh app run falai/topaz-image-upscaler --input '{"image": "/path/to/photo.jpg", "upscale_factor": 2}'
+
+# Image-to-video from local file
+infsh app run falai/wan-2-5-i2v --input '{"image": "./my-image.png", "prompt": "make it move"}'
+
+# Avatar with local audio and image
+infsh app run bytedance/omnihuman-1-5 --input '{"audio": "/path/to/speech.mp3", "image": "/path/to/face.jpg"}'
+
+# Post tweet with local media
+infsh app run x/post-create --input '{"text": "Check this out!", "media": "./screenshot.png"}'
+```
+
+Supported paths:
+- Absolute paths: `/home/user/images/photo.jpg`
+- Relative paths: `./image.png`, `../data/video.mp4`
+- Home directory: `~/Pictures/photo.jpg`
+
+## Generate Sample Input
+
+Before running, generate a sample input file:
+
+```bash
+infsh app sample falai/flux-dev-lora
+```
+
+Save to file:
+
+```bash
+infsh app sample falai/flux-dev-lora --save input.json
+```
+
+Then edit `input.json` and run:
+
+```bash
+infsh app run falai/flux-dev-lora --input input.json
+```
+
+## Workflow Example
+
+### Image Generation with FLUX
+
+```bash
+# 1. Get app details
+infsh app get falai/flux-dev-lora
+
+# 2. Generate sample input
+infsh app sample falai/flux-dev-lora --save input.json
+
+# 3. Edit input.json
+# {
+#   "prompt": "a cat astronaut floating in space",
+#   "num_images": 1,
+#   "image_size": "landscape_16_9"
+# }
+
+# 4. Run
+infsh app run falai/flux-dev-lora --input input.json
+```
+
+### Video Generation with Veo
+
+```bash
+# 1. Generate sample
+infsh app sample google/veo-3-1-fast --save input.json
+
+# 2. Edit prompt
+# {
+#   "prompt": "A drone shot flying over a forest at sunset"
+# }
+
+# 3. Run
+infsh app run google/veo-3-1-fast --input input.json
+```
+
+### Text-to-Speech
+
+```bash
+# Quick inline run
+infsh app run falai/kokoro-tts --input '{"text": "Hello, this is a test."}'
+```
+
+## Task Tracking
+
+When you run an app, the CLI shows the task ID:
+
+```
+Running falai/flux-dev-lora
+Task ID: abc123def456
+```
+
+For long-running tasks, you can check status anytime:
+
+```bash
+# Check task status
+infsh task get abc123def456
+
+# Get result as JSON
+infsh task get abc123def456 --json
+
+# Save result to file
+infsh task get abc123def456 --save result.json
+```
+
+### Run Without Waiting
+
+For very long tasks, run in background:
+
+```bash
+# Submit and return immediately
+infsh app run google/veo-3 --input input.json --no-wait
+
+# Check later
+infsh task get <task-id>
+```
+
+## Output
+
+The CLI returns the app output directly. For file outputs (images, videos, audio), you'll receive URLs to download.
+
+Example output:
+
+```json
+{
+  "images": [
+    {
+      "url": "https://cloud.inference.sh/...",
+      "content_type": "image/png"
+    }
+  ]
+}
+```
+
+## Error Handling
+
+| Error | Cause | Solution |
+|-------|-------|----------|
+| "invalid input" | Schema mismatch | Check `infsh app get` for required fields |
+| "app not found" | Wrong app name | Check `infsh app list --search` |
+| "quota exceeded" | Out of credits | Check account balance |
+
+## Documentation
+
+- [Running Apps](https://inference.sh/docs/apps/running) - Complete running apps guide
+- [Streaming Results](https://inference.sh/docs/api/sdk/streaming) - Real-time progress updates
+- [Setup Parameters](https://inference.sh/docs/apps/setup-parameters) - Configuring app inputs