fix(tui): improve learning ledger scanability

Shrink the details panel share and simplify category row labels so the four learning lists are easier to scan.

agent/display.py

@@ -223,7 +223,8 @@ def build_tool_preview(tool_name: str, args: dict, max_len: int | None = None) -
         target = args.get("target", "")
         if action == "add":
             content = _oneline(args.get("content", ""))
-            return f"+{target}: \"{content[:25]}{'...' if len(content) > 25 else ''}\""
+            target_prefix = f"+{target}: " if target else "+"
+            return f"{target_prefix}\"{content[:25]}{'...' if len(content) > 25 else ''}\""
         elif action == "replace":
             old = _oneline(args.get("old_text") or "") or "<missing old_text>"
             return f"~{target}: \"{old[:20]}\""

hermes_cli/learning_ledger.py

@@ -0,0 +1,333 @@
+"""Learning ledger: read-only index of how Hermes has grown for this profile."""
+
+from __future__ import annotations
+
+import json
+import time
+from dataclasses import asdict, dataclass
+from pathlib import Path
+from typing import Any
+
+from hermes_constants import get_hermes_home
+
+
+@dataclass
+class LedgerItem:
+    type: str
+    name: str
+    summary: str
+    source: str
+    count: int = 0
+    learned_from: str | None = None
+    last_used_at: float | None = None
+    learned_at: float | None = None
+    via: str | None = None
+
+
+def build_learning_ledger(db: Any = None, *, limit: int = 80) -> dict[str, Any]:
+    """Build a compact, read-only ledger from existing Hermes artifacts."""
+    skill_inventory = _skill_inventory()
+    items = [
+        *_memory_items(),
+        *_tool_usage_items(db),
+        *_integration_items(),
+    ]
+    items.sort(
+        key=lambda i: (i.last_used_at or i.learned_at or 0, i.type, i.name),
+        reverse=True,
+    )
+
+    counts: dict[str, int] = {}
+    for item in items:
+        counts[item.type] = counts.get(item.type, 0) + 1
+
+    return {
+        "generated_at": time.time(),
+        "home": str(get_hermes_home()),
+        "counts": counts,
+        "items": [asdict(item) for item in items[: max(1, limit)]],
+        "inventory": {"skills": skill_inventory},
+        "total": len(items),
+    }
+
+
+def _memory_items() -> list[LedgerItem]:
+    try:
+        from tools.memory_tool import MemoryStore, get_memory_dir
+
+        mem_dir = get_memory_dir()
+        pairs = [
+            ("memory", "MEMORY.md", "agent note"),
+            ("user", "USER.md", "user profile"),
+        ]
+        items: list[LedgerItem] = []
+        for item_type, filename, label in pairs:
+            path = mem_dir / filename
+            for idx, entry in enumerate(MemoryStore._read_file(path), 1):
+                items.append(
+                    LedgerItem(
+                        type=item_type,
+                        name=f"{label} {idx}",
+                        summary=_one_line(entry),
+                        source=str(path),
+                        learned_at=_mtime(path),
+                    )
+                )
+        return items
+    except Exception:
+        return []
+
+
+def _skill_inventory() -> int:
+    try:
+        from tools.skills_tool import _find_all_skills
+
+        return len(_find_all_skills())
+    except Exception:
+        return 0
+
+
+def _tool_usage_items(db: Any) -> list[LedgerItem]:
+    if db is None or not getattr(db, "_conn", None):
+        return []
+
+    usage: dict[tuple[str, str], LedgerItem] = {}
+
+    def bump(
+        item_type: str,
+        name: str,
+        summary: str,
+        ts: float | None,
+        *,
+        learned_from: str | None = None,
+        via: str | None = None,
+    ):
+        key = (item_type, name)
+        item = usage.get(key)
+        if not item:
+            item = usage[key] = LedgerItem(
+                type=item_type,
+                name=name,
+                summary=summary,
+                source="state.db",
+                learned_from=learned_from,
+                via=via,
+            )
+        item.count += 1
+        if ts and (not item.last_used_at or ts > item.last_used_at):
+            item.last_used_at = ts
+            item.learned_from = learned_from or item.learned_from
+            item.via = via or item.via
+
+    try:
+        with db._lock:
+            rows = db._conn.execute(
+                """
+                SELECT m.role, m.content, m.tool_calls, m.tool_name, m.timestamp,
+                       m.session_id, s.title, s.source AS session_source
+                FROM messages m
+                LEFT JOIN sessions s ON s.id = m.session_id
+                WHERE m.tool_name IS NOT NULL OR m.tool_calls IS NOT NULL
+                ORDER BY m.timestamp DESC
+                LIMIT 5000
+                """
+            ).fetchall()
+    except Exception:
+        return []
+
+    for row in rows:
+        ts = _float(row["timestamp"])
+        tool_name = row["tool_name"]
+        content = row["content"] or ""
+        learned_from = row["title"] or row["session_source"] or row["session_id"]
+        if tool_name == "memory":
+            target = _json(content).get("target") or "memory"
+            bump(str(target), f"{target} writes", "Durable memory updates", ts, learned_from=learned_from, via="memory")
+        elif tool_name == "session_search":
+            event = learning_event_from_tool(tool_name, {}, content)
+            if event:
+                bump("recall", event["title"], event["summary"], ts, learned_from=learned_from, via="session_search")
+        elif tool_name in {"skill_view", "skill_manage"}:
+            data = _json(content)
+            name = str(data.get("name") or data.get("skill") or tool_name)
+            bump("skill-use", name, _skill_summary(tool_name, data), ts, learned_from=learned_from, via=tool_name)
+
+        for call in _tool_calls(row["tool_calls"]):
+            name, args = call
+            if name == "session_search":
+                event = learning_event_from_tool(name, args, content)
+                if event:
+                    bump("recall", event["title"], event["summary"], ts, learned_from=learned_from, via=name)
+            elif name in {"skill_view", "skill_manage"}:
+                skill_name = str(
+                    args.get("name") or args.get("skill") or args.get("query") or name
+                )
+                bump("skill-use", skill_name, _skill_summary(name, args), ts, learned_from=learned_from, via=name)
+            elif name == "memory":
+                target = str(args.get("target") or "memory")
+                bump(target, f"{target} writes", "Durable memory updates", ts, learned_from=learned_from, via=name)
+
+    return list(usage.values())
+
+
+def learning_event_from_tool(
+    tool_name: str,
+    args: dict[str, Any] | None = None,
+    result: str | None = None,
+) -> dict[str, Any] | None:
+    args = args or {}
+    data = _json(result)
+
+    if tool_name == "memory":
+        target = str(args.get("target") or data.get("target") or "memory")
+        content = str(args.get("content") or "").strip()
+        return {
+            "type": target if target in {"memory", "user"} else "memory",
+            "verb": "remembered",
+            "title": _memory_title(content) if content else f"{target} updated",
+            "summary": "Durable memory updated",
+            "source": "memory",
+            "via": "memory",
+        }
+
+    if tool_name == "session_search":
+        title = _recall_title(data) or str(args.get("query") or "").strip() or "past sessions"
+        return {
+            "type": "recall",
+            "verb": "recalled",
+            "title": _one_line(title, max_len=120),
+            "summary": "Past conversations recalled",
+            "source": "state.db",
+            "via": "session_search",
+        }
+
+    if tool_name in {"skill_view", "skill_manage"}:
+        action = str(args.get("action") or data.get("action") or "").strip().lower()
+        name = str(args.get("name") or args.get("query") or data.get("name") or "skill").strip()
+        verb = "updated skill" if tool_name == "skill_manage" and action in {"create", "patch", "update", "install"} else "applied skill"
+        return {
+            "type": "skill-use",
+            "verb": verb,
+            "title": _one_line(name, max_len=120),
+            "summary": _skill_summary(tool_name, {**args, **(data if isinstance(data, dict) else {})}),
+            "source": "skills",
+            "via": tool_name,
+        }
+
+    return None
+
+
+def _skill_summary(tool_name: str, data: dict[str, Any]) -> str:
+    action = str(data.get("action") or "").strip().lower()
+    if tool_name == "skill_manage" and action:
+        return f"Skill {action.replace('_', ' ')}"
+    if tool_name == "skill_manage":
+        return "Skill managed"
+    return "Skill reused"
+
+
+def _recall_title(data: Any) -> str:
+    if not isinstance(data, dict):
+        return ""
+    results = data.get("results")
+    if not isinstance(results, list) or not results:
+        return str(data.get("query") or "").strip()
+    first = results[0] if isinstance(results[0], dict) else {}
+    return str(first.get("title") or first.get("preview") or data.get("query") or "").strip()
+
+
+def _memory_title(content: str) -> str:
+    title = _one_line(content, max_len=120)
+    lowered = title.lower()
+    for prefix in ("the user ", "user "):
+        if lowered.startswith(prefix):
+            return title[len(prefix):].lstrip()
+    return title
+
+
+def _integration_items() -> list[LedgerItem]:
+    try:
+        from hermes_cli.config import load_config
+
+        cfg = load_config()
+    except Exception:
+        return []
+
+    items: list[LedgerItem] = []
+    provider = ((cfg.get("memory") or {}) if isinstance(cfg, dict) else {}).get(
+        "provider"
+    )
+    if provider:
+        items.append(
+            LedgerItem(
+                type="integration",
+                name=f"{provider} memory provider",
+                summary="External memory provider is configured",
+                source="config.yaml",
+            )
+        )
+
+    for server in (
+        sorted(((cfg.get("mcp") or {}).get("servers") or {}).keys())
+        if isinstance(cfg, dict)
+        else []
+    ):
+        items.append(
+            LedgerItem(
+                type="integration",
+                name=f"{server} MCP server",
+                summary="MCP server is configured",
+                source="config.yaml",
+            )
+        )
+
+    return items
+
+
+def _tool_calls(raw: str | None) -> list[tuple[str, dict[str, Any]]]:
+    calls = _json(raw)
+    if not isinstance(calls, list):
+        return []
+
+    parsed = []
+    for call in calls:
+        if not isinstance(call, dict):
+            continue
+        fn = call.get("function") or {}
+        name = call.get("name") or fn.get("name")
+        args = fn.get("arguments") or call.get("arguments") or call.get("args") or {}
+        if isinstance(args, str):
+            args = _json(args)
+        if name:
+            parsed.append((str(name), args if isinstance(args, dict) else {}))
+    return parsed
+
+
+def _json(raw: Any) -> Any:
+    if not raw:
+        return {}
+    if isinstance(raw, (dict, list)):
+        return raw
+    try:
+        return json.loads(raw)
+    except Exception:
+        return {}
+
+
+def _mtime(path: Path) -> float | None:
+    try:
+        return path.stat().st_mtime
+    except OSError:
+        return None
+
+
+def _float(value: Any) -> float | None:
+    try:
+        return float(value)
+    except (TypeError, ValueError):
+        return None
+
+
+def _one_line(text: str, *, max_len: int = 180) -> str:
+    line = " ".join(str(text).split())
+    return line[: max_len - 1] + "…" if len(line) > max_len else line

hermes_cli/skin_engine.py

@@ -68,7 +68,7 @@ All fields are optional. Missing values inherit from the ``default`` skin.
       welcome: "Welcome message"          # Shown at CLI startup
       goodbye: "Goodbye! ⚕"              # Shown on exit
       response_label: " ⚕ Hermes "       # Response box header label
-      prompt_symbol: "❯ "                # Input prompt symbol
+      prompt_symbol: "❯"                 # Input prompt symbol (spacing is added by the UI)
       help_header: "(^_^)? Commands"      # /help header text
 
     # Tool prefix: character for tool output lines (default: ┊)
@@ -190,7 +190,7 @@ _BUILTIN_SKINS: Dict[str, Dict[str, Any]] = {
             "welcome": "Welcome to Hermes Agent! Type your message or /help for commands.",
             "goodbye": "Goodbye! ⚕",
             "response_label": " ⚕ Hermes ",
-            "prompt_symbol": "❯ ",
+            "prompt_symbol": "❯",
             "help_header": "(^_^)? Available Commands",
         },
         "tool_prefix": "┊",
@@ -242,7 +242,7 @@ _BUILTIN_SKINS: Dict[str, Dict[str, Any]] = {
             "welcome": "Welcome to Ares Agent! Type your message or /help for commands.",
             "goodbye": "Farewell, warrior! ⚔",
             "response_label": " ⚔ Ares ",
-            "prompt_symbol": "⚔ ❯ ",
+            "prompt_symbol": "⚔",
             "help_header": "(⚔) Available Commands",
         },
         "tool_prefix": "╎",
@@ -301,7 +301,7 @@ _BUILTIN_SKINS: Dict[str, Dict[str, Any]] = {
             "welcome": "Welcome to Hermes Agent! Type your message or /help for commands.",
             "goodbye": "Goodbye! ⚕",
             "response_label": " ⚕ Hermes ",
-            "prompt_symbol": "❯ ",
+            "prompt_symbol": "❯",
             "help_header": "[?] Available Commands",
         },
         "tool_prefix": "┊",
@@ -340,7 +340,7 @@ _BUILTIN_SKINS: Dict[str, Dict[str, Any]] = {
             "welcome": "Welcome to Hermes Agent! Type your message or /help for commands.",
             "goodbye": "Goodbye! ⚕",
             "response_label": " ⚕ Hermes ",
-            "prompt_symbol": "❯ ",
+            "prompt_symbol": "❯",
             "help_header": "(^_^)? Available Commands",
         },
         "tool_prefix": "┊",
@@ -377,7 +377,7 @@ _BUILTIN_SKINS: Dict[str, Dict[str, Any]] = {
             "welcome": "Welcome to Hermes Agent! Type your message or /help for commands.",
             "goodbye": "Goodbye! ⚕",
             "response_label": " ⚕ Hermes ",
-            "prompt_symbol": "❯ ",
+            "prompt_symbol": "❯",
             "help_header": "[?] Available Commands",
         },
         "tool_prefix": "│",
@@ -414,7 +414,7 @@ _BUILTIN_SKINS: Dict[str, Dict[str, Any]] = {
             "welcome": "Welcome to Hermes Agent! Type your message or /help for commands.",
             "goodbye": "Goodbye! \u2695",
             "response_label": " \u2695 Hermes ",
-            "prompt_symbol": "\u276f ",
+            "prompt_symbol": "\u276f",
             "help_header": "(^_^)? Available Commands",
         },
         "tool_prefix": "\u250a",
@@ -467,7 +467,7 @@ _BUILTIN_SKINS: Dict[str, Dict[str, Any]] = {
             "welcome": "Welcome to Poseidon Agent! Type your message or /help for commands.",
             "goodbye": "Fair winds! Ψ",
             "response_label": " Ψ Poseidon ",
-            "prompt_symbol": "Ψ ❯ ",
+            "prompt_symbol": "Ψ",
             "help_header": "(Ψ) Available Commands",
         },
         "tool_prefix": "│",
@@ -539,7 +539,7 @@ _BUILTIN_SKINS: Dict[str, Dict[str, Any]] = {
             "welcome": "Welcome to Sisyphus Agent! Type your message or /help for commands.",
             "goodbye": "The boulder waits. ◉",
             "response_label": " ◉ Sisyphus ",
-            "prompt_symbol": "◉ ❯ ",
+            "prompt_symbol": "◉",
             "help_header": "(◉) Available Commands",
         },
         "tool_prefix": "│",
@@ -612,7 +612,7 @@ _BUILTIN_SKINS: Dict[str, Dict[str, Any]] = {
             "welcome": "Welcome to Charizard Agent! Type your message or /help for commands.",
             "goodbye": "Flame out! ✦",
             "response_label": " ✦ Charizard ",
-            "prompt_symbol": "✦ ❯ ",
+            "prompt_symbol": "✦",
             "help_header": "(✦) Available Commands",
         },
         "tool_prefix": "│",

tests/agent/test_display.py

@@ -82,6 +82,11 @@ class TestBuildToolPreview:
         result = build_tool_preview("memory", {"action": "add", "target": "user", "content": "test note"})
         assert result is not None
         assert "user" in result
+        assert "\n" not in result
+
+    def test_memory_tool_add_without_target_stays_one_line(self):
+        result = build_tool_preview("memory", {"action": "add", "content": "User identifies as a cutie patootie."})
+        assert result == '+"User identifies as a cuti..."'
 
     def test_memory_replace_missing_old_text_marked(self):
         # Avoid empty quotes "" in the preview when old_text is missing/None.

tui_gateway/server.py

@@ -1023,6 +1023,17 @@ def _session_info(agent) -> dict:
         info["mcp_servers"] = get_mcp_status()
     except Exception:
         info["mcp_servers"] = []
+    try:
+        from hermes_cli.learning_ledger import build_learning_ledger
+
+        ledger = build_learning_ledger(_get_db(), limit=1)
+        info["learning"] = {
+            "counts": ledger.get("counts", {}),
+            "inventory": ledger.get("inventory", {}),
+            "total": ledger.get("total", 0),
+        }
+    except Exception:
+        pass
     try:
         from hermes_cli.banner import get_update_result
         from hermes_cli.config import recommended_update_command
@@ -1145,6 +1156,16 @@ def _on_tool_complete(sid: str, tool_call_id: str, name: str, args: dict, result
         pass
     if _tool_progress_enabled(sid) or payload.get("inline_diff"):
         _emit("tool.complete", sid, payload)
+    try:
+        from hermes_cli.learning_ledger import learning_event_from_tool
+
+        event = learning_event_from_tool(name, args, result)
+        if event:
+            if session is not None:
+                session.setdefault("learning_events", []).append(event)
+            _emit("learning.event", sid, event)
+    except Exception:
+        pass
 
 
 def _on_tool_progress(
@@ -2421,6 +2442,7 @@ def _(rid, params: dict) -> dict:
         if session.get("running"):
             return _err(rid, 4009, "session busy")
         session["running"] = True
+        session["learning_events"] = []
         history = list(session["history"])
         history_version = int(session.get("history_version", 0))
         images = list(session.get("attached_images", []))
@@ -2584,6 +2606,9 @@ def _(rid, params: dict) -> dict:
                 payload["reasoning"] = last_reasoning
             if status_note:
                 payload["warning"] = status_note
+            learning_events = list(session.get("learning_events") or [])
+            if learning_events:
+                payload["learning_events"] = learning_events
             rendered = render_message(raw, cols)
             if rendered:
                 payload["rendered"] = rendered
@@ -5065,6 +5090,22 @@ def _(rid, params: dict) -> dict:
         return _err(rid, 5024, str(e))
 
 
+@method("learning.ledger")
+def _(rid, params: dict) -> dict:
+    try:
+        from hermes_cli.learning_ledger import build_learning_ledger
+
+        return _ok(
+            rid,
+            build_learning_ledger(
+                _get_db(),
+                limit=int(params.get("limit", 80) or 80),
+            ),
+        )
+    except Exception as e:
+        return _err(rid, 5025, str(e))
+
+
 # ── Methods: shell ───────────────────────────────────────────────────
 
 

ui-tui/src/__tests__/createSlashHandler.test.ts

@@ -85,6 +85,15 @@ describe('createSlashHandler', () => {
     expect(ctx.gateway.gw.request).not.toHaveBeenCalled()
   })
 
+  it('opens the learning ledger locally', () => {
+    const ctx = buildCtx()
+
+    expect(createSlashHandler(ctx)('/learned')).toBe(true)
+    expect(getOverlayState().learningLedger).toBe(true)
+    expect(ctx.gateway.rpc).not.toHaveBeenCalled()
+    expect(ctx.gateway.gw.request).not.toHaveBeenCalled()
+  })
+
   it('routes /skills install <name> to skills.manage without opening overlay', () => {
     const ctx = buildCtx()
 

ui-tui/src/__tests__/streamingMarkdown.test.ts

@@ -74,6 +74,6 @@ describe('streaming theme assumption', () => {
     // Sanity that the theme we pass doesn't change shape. Component import
     // already happens above — this is a smoke test that the module graph
     // for streamingMarkdown wires up without cycles.
-    expect(DEFAULT_THEME.color.amber).toBeTruthy()
+    expect(DEFAULT_THEME.color.accent).toBeTruthy()
   })
 })

ui-tui/src/__tests__/syntax.test.ts

@@ -19,16 +19,16 @@ describe('syntax highlighter', () => {
   it('paints a whole-line comment dim', () => {
     const tokens = highlightLine('// hello', 'ts', t)
 
-    expect(tokens).toEqual([[t.color.dim, '// hello']])
+    expect(tokens).toEqual([[t.color.muted, '// hello']])
   })
 
   it('paints keywords, strings, and numbers in a ts line', () => {
     const tokens = highlightLine(`const x = 'hi' + 42`, 'ts', t)
     const colors = tokens.map(tok => tok[0])
 
-    expect(colors).toContain(t.color.bronze) // const
+    expect(colors).toContain(t.color.border) // const
-    expect(colors).toContain(t.color.amber) // 'hi'
+    expect(colors).toContain(t.color.accent) // 'hi'
-    expect(colors).toContain(t.color.cornsilk) // 42
+    expect(colors).toContain(t.color.text) // 42
   })
 
   it('falls through unchanged for unknown langs', () => {
@@ -40,6 +40,6 @@ describe('syntax highlighter', () => {
   it('treats `#` as a python comment, not a selector', () => {
     const tokens = highlightLine('# comment', 'py', t)
 
-    expect(tokens).toEqual([[t.color.dim, '# comment']])
+    expect(tokens).toEqual([[t.color.muted, '# comment']])
   })
 })

ui-tui/src/__tests__/textInputWrap.test.ts

@@ -44,6 +44,7 @@ describe('input metrics helpers', () => {
 
   it('reserves gutters on wide panes without starving narrow composer width', () => {
     expect(stableComposerColumns(100, 3)).toBe(93)
+    expect(stableComposerColumns(100, 5)).toBe(91)
     expect(stableComposerColumns(10, 3)).toBe(5)
     expect(stableComposerColumns(6, 3)).toBe(1)
   })

ui-tui/src/__tests__/theme.test.ts

@@ -10,16 +10,16 @@ describe('DEFAULT_THEME', () => {
   })
 
   it('has color palette', () => {
-    expect(DEFAULT_THEME.color.gold).toBe('#FFD700')
+    expect(DEFAULT_THEME.color.primary).toBe('#FFD700')
     expect(DEFAULT_THEME.color.error).toBe('#ef5350')
   })
 })
 
 describe('LIGHT_THEME', () => {
   it('avoids bright-yellow accents unreadable on white backgrounds (#11300)', () => {
-    expect(LIGHT_THEME.color.gold).not.toBe('#FFD700')
+    expect(LIGHT_THEME.color.primary).not.toBe('#FFD700')
-    expect(LIGHT_THEME.color.amber).not.toBe('#FFBF00')
+    expect(LIGHT_THEME.color.accent).not.toBe('#FFBF00')
-    expect(LIGHT_THEME.color.dim).not.toBe('#B8860B')
+    expect(LIGHT_THEME.color.muted).not.toBe('#B8860B')
     expect(LIGHT_THEME.color.statusWarn).not.toBe('#FFD700')
   })
 
@@ -63,11 +63,11 @@ describe('detectLightMode', () => {
 
 describe('fromSkin', () => {
   it('overrides banner colors', () => {
-    expect(fromSkin({ banner_title: '#FF0000' }, {}).color.gold).toBe('#FF0000')
+    expect(fromSkin({ banner_title: '#FF0000' }, {}).color.primary).toBe('#FF0000')
   })
 
   it('preserves unset colors', () => {
-    expect(fromSkin({ banner_title: '#FF0000' }, {}).color.amber).toBe(DEFAULT_THEME.color.amber)
+    expect(fromSkin({ banner_title: '#FF0000' }, {}).color.accent).toBe(DEFAULT_THEME.color.accent)
   })
 
   it('overrides branding', () => {
@@ -76,6 +76,11 @@ describe('fromSkin', () => {
     expect(brand.prompt).toBe('$')
   })
 
+  it('normalizes skin prompt symbols to one trimmed line', () => {
+    expect(fromSkin({}, { prompt_symbol: ' ⚔ ❯ \n' }).brand.prompt).toBe('⚔ ❯')
+    expect(fromSkin({}, { prompt_symbol: '\n\t' }).brand.prompt).toBe(DEFAULT_THEME.brand.prompt)
+  })
+
   it('defaults for empty skin', () => {
     expect(fromSkin({}, {}).color).toEqual(DEFAULT_THEME.color)
     expect(fromSkin({}, {}).brand.icon).toBe(DEFAULT_THEME.brand.icon)

ui-tui/src/app/createGatewayEventHandler.ts

@@ -64,6 +64,7 @@ export function createGatewayEventHandler(ctx: GatewayEventHandlerContext): (ev:
 
   let pendingThinkingStatus = ''
   let thinkingStatusTimer: null | ReturnType<typeof setTimeout> = null
+  let pendingLearning: string[] = []
 
   // Inject the disk-save callback into turnController so recordMessageComplete
   // can fire-and-forget a persist without having to plumb a gateway ref around.
@@ -269,7 +270,19 @@ export function createGatewayEventHandler(ctx: GatewayEventHandlerContext): (ev:
         return
       }
 
+      case 'learning.event': {
+        const title = String(ev.payload?.title ?? '').trim()
+        const verb = String(ev.payload?.verb ?? ev.payload?.type ?? 'learned').trim()
+
+        if (title) {
+          pendingLearning = pushUnique(4)(pendingLearning, `${verb}: ${title}`)
+        }
+
+        return
+      }
+
       case 'message.start':
+        pendingLearning = []
         turnController.startMessage()
 
         return
@@ -590,10 +603,22 @@ export function createGatewayEventHandler(ctx: GatewayEventHandlerContext): (ev:
         return
       case 'message.complete': {
         const { finalMessages, finalText, wasInterrupted } = turnController.recordMessageComplete(ev.payload ?? {})
+        const completedLearning = (ev.payload?.learning_events ?? [])
+          .map(e => {
+            const title = String(e?.title ?? '').trim()
+            const verb = String(e?.verb ?? e?.type ?? 'learned').trim()
+
+            return title ? `${verb}: ${title}` : ''
+          })
+          .filter(Boolean)
 
         if (!wasInterrupted) {
           const msgs: Msg[] = finalMessages.length ? finalMessages : [{ role: 'assistant', text: finalText }]
+          const learningLines = [...completedLearning, ...pendingLearning].filter((text, i, xs) => xs.indexOf(text) === i)
+
           msgs.forEach(appendMessage)
+          learningLines.forEach(text => appendMessage({ kind: 'learning', role: 'system', text }))
+          pendingLearning = []
 
           if (bellOnComplete && stdout?.isTTY) {
             stdout.write('\x07')

ui-tui/src/app/interfaces.ts

@@ -62,6 +62,7 @@ export interface OverlayState {
   approval: ApprovalReq | null
   clarify: ClarifyReq | null
   confirm: ConfirmReq | null
+  learningLedger: boolean
   modelPicker: boolean
   pager: null | PagerState
   picker: boolean

ui-tui/src/app/overlayStore.ts

@@ -8,6 +8,7 @@ const buildOverlayState = (): OverlayState => ({
   approval: null,
   clarify: null,
   confirm: null,
+  learningLedger: false,
   modelPicker: false,
   pager: null,
   picker: false,
@@ -20,8 +21,20 @@ export const $overlayState = atom<OverlayState>(buildOverlayState())
 
 export const $isBlocked = computed(
   $overlayState,
-  ({ agents, approval, clarify, confirm, modelPicker, pager, picker, secret, skillsHub, sudo }) =>
+  ({ agents, approval, clarify, confirm, learningLedger, modelPicker, pager, picker, secret, skillsHub, sudo }) =>
-    Boolean(agents || approval || clarify || confirm || modelPicker || pager || picker || secret || skillsHub || sudo)
+    Boolean(
+      agents ||
+      approval ||
+      clarify ||
+      confirm ||
+      learningLedger ||
+      modelPicker ||
+      pager ||
+      picker ||
+      secret ||
+      skillsHub ||
+      sudo
+    )
 )
 
 export const getOverlayState = () => $overlayState.get()
@@ -45,6 +58,7 @@ export const resetFlowOverlays = () =>
     ...buildOverlayState(),
     agents: $overlayState.get().agents,
     agentsInitialHistoryIndex: $overlayState.get().agentsInitialHistoryIndex,
+    learningLedger: $overlayState.get().learningLedger,
     modelPicker: $overlayState.get().modelPicker,
     picker: $overlayState.get().picker,
     skillsHub: $overlayState.get().skillsHub

ui-tui/src/app/slash/commands/ops.ts

@@ -379,6 +379,13 @@ export const opsCommands: SlashCommand[] = [
     }
   },
 
+  {
+    aliases: ['growth', 'learned'],
+    help: 'show memories, skills, recalls, and integrations Hermes has accumulated',
+    name: 'learning',
+    run: () => patchOverlayState({ learningLedger: true })
+  },
+
   {
     help: 'browse, inspect, install skills',
     name: 'skills',

ui-tui/src/app/useInputHandlers.ts

@@ -92,6 +92,10 @@ export function useInputHandlers(ctx: InputHandlerContext): InputHandlerResult {
       return patchOverlayState({ skillsHub: false })
     }
 
+    if (overlay.learningLedger) {
+      return patchOverlayState({ learningLedger: false })
+    }
+
     if (overlay.picker) {
       return patchOverlayState({ picker: false })
     }

ui-tui/src/app/useMainApp.ts

@@ -52,7 +52,7 @@ const capHistory = (items: Msg[]): Msg[] => {
   return items[0]?.kind === 'intro' ? [items[0]!, ...items.slice(-(MAX_HISTORY - 1))] : items.slice(-MAX_HISTORY)
 }
 
-const statusColorOf = (status: string, t: { dim: string; error: string; ok: string; warn: string }) => {
+const statusColorOf = (status: string, t: { error: string; muted: string; ok: string; warn: string }) => {
   if (status === 'ready') {
     return t.ok
   }
@@ -65,7 +65,7 @@ const statusColorOf = (status: string, t: { dim: string; error: string; ok: stri
     return t.warn
   }
 
-  return t.dim
+  return t.muted
 }
 
 export function useMainApp(gw: GatewayClient) {

ui-tui/src/banner.ts

@@ -74,9 +74,9 @@ const LOGO_GRADIENT = [0, 0, 1, 1, 2, 2] as const
 const CADUC_GRADIENT = [2, 2, 1, 1, 0, 0, 1, 1, 2, 2, 3, 3, 3, 3, 3] as const
 
 const colorize = (art: string[], gradient: readonly number[], c: ThemeColors): Line[] => {
-  const p = [c.gold, c.amber, c.bronze, c.dim]
+  const p = [c.primary, c.accent, c.border, c.muted]
 
-  return art.map((text, i) => [p[gradient[i]!] ?? c.dim, text])
+  return art.map((text, i) => [p[gradient[i]!] ?? c.muted, text])
 }
 
 export const LOGO_WIDTH = 98

ui-tui/src/components/agentsOverlay.tsx

@@ -79,15 +79,15 @@ const FILTER_PREDICATES: Record<FilterMode, (n: SubagentNode) => boolean> = {
 }
 
 const STATUS_GLYPH: Record<Status, { color: (t: Theme) => string; glyph: string }> = {
-  running: { color: t => t.color.amber, glyph: '●' },
+  running: { color: t => t.color.accent, glyph: '●' },
-  queued: { color: t => t.color.dim, glyph: '○' },
+  queued: { color: t => t.color.muted, glyph: '○' },
   completed: { color: t => t.color.statusGood, glyph: '✓' },
   interrupted: { color: t => t.color.warn, glyph: '■' },
   failed: { color: t => t.color.error, glyph: '✗' }
 }
 
 // Heatmap palette — cold → hot, resolved against the active theme.
-const heatPalette = (t: Theme) => [t.color.bronze, t.color.amber, t.color.gold, t.color.warn, t.color.error]
+const heatPalette = (t: Theme) => [t.color.border, t.color.accent, t.color.primary, t.color.warn, t.color.error]
 
 // ── Pure helpers ─────────────────────────────────────────────────────
 
@@ -160,8 +160,8 @@ function OverlayScrollbar({
 
   const vBar = (n: number) => (n > 0 ? `${'│\n'.repeat(n - 1)}│` : '')
   const thumbBody = `${'┃\n'.repeat(Math.max(0, thumb - 1))}┃`
-  const thumbColor = grab !== null ? t.color.gold : t.color.amber
+  const thumbColor = grab !== null ? t.color.primary : t.color.accent
-  const trackColor = hover ? t.color.bronze : t.color.dim
+  const trackColor = hover ? t.color.border : t.color.muted
 
   const jump = (row: number, offset: number) => {
     if (!s || !scrollable) {
@@ -301,7 +301,7 @@ function GanttStrip({
 
   return (
     <Box flexDirection="column" marginBottom={1}>
-      <Text color={t.color.dim}>
+      <Text color={t.color.muted}>
         Timeline · {fmtElapsedLabel(Math.max(0, totalSeconds))}
         {windowLabel}
       </Text>
@@ -309,7 +309,7 @@ function GanttStrip({
       {shown.map(({ endAt, idx, node, startAt }) => {
         const active = idx === cursor
         const { color } = statusGlyph(node.item, t)
-        const accent = active ? t.color.amber : t.color.dim
+        const accent = active ? t.color.accent : t.color.muted
 
         const elSec = displayElapsedSeconds(node.item, now)
         const elLabel = elSec != null ? fmtElapsedLabel(elSec) : ''
@@ -321,7 +321,7 @@ function GanttStrip({
               {'  '}
             </Text>
 
-            <Text color={active ? t.color.amber : color}>{bar(startAt, endAt)}</Text>
+            <Text color={active ? t.color.accent : color}>{bar(startAt, endAt)}</Text>
 
             {elLabel ? (
               <Text color={accent}>
@@ -333,13 +333,13 @@ function GanttStrip({
         )
       })}
 
-      <Text color={t.color.dim} dim>
+      <Text color={t.color.muted} dim>
         {'    '}
         {ruler}
       </Text>
 
       {totalSeconds > 0 ? (
-        <Text color={t.color.dim} dim>
+        <Text color={t.color.muted} dim>
           {'    '}
           {rulerLabels}
         </Text>
@@ -368,7 +368,7 @@ function OverlaySection({
     <Box flexDirection="column" marginTop={1}>
       <Box onClick={() => toggleOverlaySection(title, defaultOpen)}>
         <Text color={t.color.label}>
-          <Text color={t.color.amber}>{open ? '▾ ' : '▸ '}</Text>
+          <Text color={t.color.accent}>{open ? '▾ ' : '▸ '}</Text>
           {title}
           {typeof count === 'number' ? ` (${count})` : ''}
         </Text>
@@ -383,7 +383,7 @@ function Field({ name, t, value }: { name: string; t: Theme; value: ReactNode })
   return (
     <Text wrap="truncate-end">
       <Text color={t.color.label}>{name} · </Text>
-      <Text color={t.color.cornsilk}>{value}</Text>
+      <Text color={t.color.text}>{value}</Text>
     </Text>
   )
 }
@@ -411,8 +411,8 @@ function Detail({ id, node, t }: { id?: string; node: SubagentNode; t: Theme })
 
   return (
     <Box flexDirection="column">
-      <Text bold color={t.color.cornsilk} wrap="wrap">
+      <Text bold color={t.color.text} wrap="wrap">
-        {id ? <Text color={t.color.amber}>#{id} </Text> : null}
+        {id ? <Text color={t.color.accent}>#{id} </Text> : null}
         <Text color={color}>{glyph}</Text> {item.goal}
       </Text>
 
@@ -472,20 +472,20 @@ function Detail({ id, node, t }: { id?: string; node: SubagentNode; t: Theme })
           ))}
 
           {filesRead.slice(0, 8).map((p, i) => (
-            <Text color={t.color.cornsilk} key={`r-${i}`} wrap="truncate-end">
+            <Text color={t.color.text} key={`r-${i}`} wrap="truncate-end">
-              <Text color={t.color.dim}>·</Text> {p}
+              <Text color={t.color.muted}>·</Text> {p}
             </Text>
           ))}
 
-          {filesOverflow > 0 ? <Text color={t.color.dim}>…+{filesOverflow} more</Text> : null}
+          {filesOverflow > 0 ? <Text color={t.color.muted}>…+{filesOverflow} more</Text> : null}
         </OverlaySection>
       ) : null}
 
       {toolLines.length > 0 ? (
         <OverlaySection count={toolLines.length} defaultOpen t={t} title="Tool calls">
           {toolLines.map((line, i) => (
-            <Text color={t.color.cornsilk} key={i} wrap="wrap">
+            <Text color={t.color.text} key={i} wrap="wrap">
-              <Text color={t.color.dim}>·</Text> {line}
+              <Text color={t.color.muted}>·</Text> {line}
             </Text>
           ))}
         </OverlaySection>
@@ -494,8 +494,8 @@ function Detail({ id, node, t }: { id?: string; node: SubagentNode; t: Theme })
       {outputTail.length > 0 ? (
         <OverlaySection count={outputTail.length} defaultOpen t={t} title="Output">
           {outputTail.map((entry, i) => (
-            <Text color={entry.isError ? t.color.error : t.color.cornsilk} key={i} wrap="wrap">
+            <Text color={entry.isError ? t.color.error : t.color.text} key={i} wrap="wrap">
-              <Text bold color={entry.isError ? t.color.error : t.color.amber}>
+              <Text bold color={entry.isError ? t.color.error : t.color.accent}>
                 {entry.tool}
               </Text>{' '}
               {entry.preview}
@@ -507,7 +507,7 @@ function Detail({ id, node, t }: { id?: string; node: SubagentNode; t: Theme })
       {item.notes.length ? (
         <OverlaySection count={item.notes.length} t={t} title="Progress">
           {item.notes.slice(-6).map((line, i) => (
-            <Text color={t.color.cornsilk} key={i} wrap="wrap">
+            <Text color={t.color.text} key={i} wrap="wrap">
               <Text color={t.color.label}>·</Text> {line}
             </Text>
           ))}
@@ -516,7 +516,7 @@ function Detail({ id, node, t }: { id?: string; node: SubagentNode; t: Theme })
 
       {item.summary ? (
         <OverlaySection defaultOpen t={t} title="Summary">
-          <Text color={t.color.cornsilk} wrap="wrap">
+          <Text color={t.color.text} wrap="wrap">
             {item.summary}
           </Text>
         </OverlaySection>
@@ -552,16 +552,16 @@ function ListRow({
   const paren = line ? line.indexOf('(') : -1
   const toolShort = line ? (paren > 0 ? line.slice(0, paren) : line).trim() : ''
   const trailing = toolShort ? ` · ${compactPreview(toolShort, 14)}` : ''
-  const fg = active ? t.color.amber : t.color.cornsilk
+  const fg = active ? t.color.accent : t.color.text
 
   return (
     <Text bold={active} color={fg} inverse={active} wrap="truncate-end">
       {' '}
-      <Text color={active ? fg : t.color.dim}>{formatRowId(index)} </Text>
+      <Text color={active ? fg : t.color.muted}>{formatRowId(index)} </Text>
       {indentFor(node.item.depth)}
       {heatMarker ? <Text color={heatMarker}>▍</Text> : null}
       <Text color={active ? fg : color}>{glyph}</Text> {goal}
-      <Text color={active ? fg : t.color.dim}>
+      <Text color={active ? fg : t.color.muted}>
         {toolsCount}
         {kids}
         {trailing}
@@ -585,16 +585,16 @@ function DiffPane({
 }) {
   return (
     <Box flexDirection="column" width={width}>
-      <Text bold color={t.color.cornsilk}>
+      <Text bold color={t.color.text}>
         {label}
       </Text>
 
-      <Text color={t.color.dim} wrap="truncate-end">
+      <Text color={t.color.muted} wrap="truncate-end">
         {snapshot.label}
       </Text>
 
       <Box marginTop={1}>
-        <Text color={t.color.dim} wrap="truncate-end">
+        <Text color={t.color.muted} wrap="truncate-end">
           {formatSummary(totals)}
         </Text>
       </Box>
@@ -606,7 +606,7 @@ function DiffPane({
             const { color, glyph } = statusGlyph(s, t)
 
             return (
-              <Text color={t.color.dim} key={s.id} wrap="truncate-end">
+              <Text color={t.color.muted} key={s.id} wrap="truncate-end">
                 <Text color={color}>{glyph}</Text> {s.goal || 'subagent'}
               </Text>
             )
@@ -644,10 +644,10 @@ function DiffView({
   return (
     <Box flexDirection="column" flexGrow={1} paddingX={1} paddingY={1}>
       <Box flexDirection="column" marginBottom={1}>
-        <Text bold color={t.color.bronze}>
+        <Text bold color={t.color.border}>
           Replay diff
         </Text>
-        <Text color={t.color.dim}>baseline vs candidate · esc/q close</Text>
+        <Text color={t.color.muted}>baseline vs candidate · esc/q close</Text>
       </Box>
 
       <Box flexDirection="row" marginBottom={1}>
@@ -657,24 +657,24 @@ function DiffView({
       </Box>
 
       <Box flexDirection="column" marginTop={1}>
-        <Text bold color={t.color.amber}>
+        <Text bold color={t.color.accent}>
           Δ
         </Text>
 
-        <Text color={t.color.cornsilk}>
+        <Text color={t.color.text}>
           {diffMetricLine('agents', aTotals.descendantCount, bTotals.descendantCount, round)}
         </Text>
-        <Text color={t.color.cornsilk}>{diffMetricLine('tools', aTotals.totalTools, bTotals.totalTools, round)}</Text>
+        <Text color={t.color.text}>{diffMetricLine('tools', aTotals.totalTools, bTotals.totalTools, round)}</Text>
-        <Text color={t.color.cornsilk}>
+        <Text color={t.color.text}>
           {diffMetricLine('depth', aTotals.maxDepthFromHere, bTotals.maxDepthFromHere, round)}
         </Text>
-        <Text color={t.color.cornsilk}>
+        <Text color={t.color.text}>
           {diffMetricLine('duration', aTotals.totalDuration, bTotals.totalDuration, n => `${n.toFixed(1)}s`)}
         </Text>
-        <Text color={t.color.cornsilk}>
+        <Text color={t.color.text}>
           {diffMetricLine('tokens', sumTokens(aTotals), sumTokens(bTotals), fmtTokens)}
         </Text>
-        <Text color={t.color.cornsilk}>{diffMetricLine('cost', aTotals.costUsd, bTotals.costUsd, dollars)}</Text>
+        <Text color={t.color.text}>{diffMetricLine('cost', aTotals.costUsd, bTotals.costUsd, dollars)}</Text>
       </Box>
     </Box>
   )
@@ -985,11 +985,11 @@ export function AgentsOverlay({ gw, initialHistoryIndex = 0, onClose, t }: Agent
     <Box alignItems="stretch" flexDirection="column" flexGrow={1} paddingX={1} paddingY={1}>
       <Box flexDirection="column" marginBottom={1}>
         <Text wrap="truncate-end">
-          <Text bold color={replayMode ? t.color.bronze : t.color.gold}>
+          <Text bold color={replayMode ? t.color.border : t.color.primary}>
             {title}
           </Text>
           {metaLine ? (
-            <Text color={t.color.dim}>
+            <Text color={t.color.muted}>
               {'   '}
               {metaLine}
             </Text>
@@ -999,7 +999,7 @@ export function AgentsOverlay({ gw, initialHistoryIndex = 0, onClose, t }: Agent
 
       {rows.length === 0 ? (
         <Box flexDirection="column" flexGrow={1}>
-          <Text color={t.color.dim}>No subagents this turn. Trigger delegate_task to populate the tree.</Text>
+          <Text color={t.color.muted}>No subagents this turn. Trigger delegate_task to populate the tree.</Text>
         </Box>
       ) : mode === 'list' ? (
         <Box flexDirection="column" flexGrow={1} flexShrink={1} minHeight={0}>
@@ -1034,17 +1034,17 @@ export function AgentsOverlay({ gw, initialHistoryIndex = 0, onClose, t }: Agent
       )}
 
       <Box flexDirection="column" marginTop={1}>
-        {flash ? <Text color={t.color.amber}>{flash}</Text> : null}
+        {flash ? <Text color={t.color.accent}>{flash}</Text> : null}
 
         {mode === 'list' ? (
-          <Text color={t.color.dim}>
+          <Text color={t.color.muted}>
             ↑↓/jk move · g/G top/bottom · Enter/→ open detail{controlsHint} · s sort:{SORT_LABEL[sort]} · f filter:
             {FILTER_LABEL[filter]}
             {history.length > 0 ? ` · [ / ] history ${historyIndex}/${history.length}` : ''}
             {' · q close'}
           </Text>
         ) : (
-          <Text color={t.color.dim}>
+          <Text color={t.color.muted}>
             ↑↓/jk scroll · PgUp/PgDn page · g/G top/bottom · Esc/← back to list{controlsHint} · q close
           </Text>
         )}

ui-tui/src/components/appChrome.tsx

@@ -1,6 +1,6 @@
 import { Box, type ScrollBoxHandle, Text } from '@hermes/ink'
 import { useStore } from '@nanostores/react'
-import { type ReactNode, type RefObject, useEffect, useMemo, useState } from 'react'
+import { type RefObject, useEffect, useMemo, useState } from 'react'
 
 import { $delegationState } from '../app/delegationStore.js'
 import { useTurnSelector } from '../app/turnStore.js'
@@ -15,8 +15,6 @@ import type { Theme } from '../theme.js'
 import type { Msg, Usage } from '../types.js'
 
 const FACE_TICK_MS = 2500
-const HEART_COLORS = ['#ff5fa2', '#ff4d6d']
-
 function FaceTicker({ color, startedAt }: { color: string; startedAt?: null | number }) {
   const [tick, setTick] = useState(() => Math.floor(Math.random() * 1000))
   const [now, setNow] = useState(() => Date.now())
@@ -40,7 +38,7 @@ function FaceTicker({ color, startedAt }: { color: string; startedAt?: null | nu
 
 function ctxBarColor(pct: number | undefined, t: Theme) {
   if (pct == null) {
-    return t.color.dim
+    return t.color.muted
   }
 
   if (pct >= 95) {
@@ -93,7 +91,7 @@ function SpawnHud({ t }: { t: Theme }) {
   const concRatio = maxConc ? widestLevel / maxConc : 0
   const ratio = Math.max(depthRatio, concRatio)
 
-  const color = delegation.paused || ratio >= 1 ? t.color.error : ratio >= 0.66 ? t.color.warn : t.color.dim
+  const color = delegation.paused || ratio >= 1 ? t.color.error : ratio >= 0.66 ? t.color.warn : t.color.muted
 
   const pieces: string[] = []
 
@@ -162,21 +160,21 @@ const modelLabel = (model: string, effort?: string, fast?: boolean) =>
 
 export function GoodVibesHeart({ tick, t }: { tick: number; t: Theme }) {
   const [active, setActive] = useState(false)
-  const [color, setColor] = useState(t.color.amber)
+  const [color, setColor] = useState(t.color.accent)
 
   useEffect(() => {
     if (tick <= 0) {
       return
     }
 
-    const palette = [...HEART_COLORS, t.color.amber]
+    const palette = [t.color.error, t.color.warn, t.color.accent]
     setColor(palette[Math.floor(Math.random() * palette.length)]!)
     setActive(true)
 
     const id = setTimeout(() => setActive(false), 650)
 
     return () => clearTimeout(id)
-  }, [t.color.amber, tick])
+  }, [t.color.accent, tick])
 
   if (!active) {
     return null
@@ -217,23 +215,23 @@ export function StatusRule({
   return (
     <Box height={1}>
       <Box flexShrink={1} width={leftWidth}>
-        <Text color={t.color.bronze} wrap="truncate-end">
+        <Text color={t.color.border} wrap="truncate-end">
           {'─ '}
           {busy ? (
             <FaceTicker color={statusColor} startedAt={turnStartedAt} />
           ) : (
             <Text color={statusColor}>{status}</Text>
           )}
-          <Text color={t.color.dim}> │ {modelLabel(model, modelReasoningEffort, modelFast)}</Text>
+          <Text color={t.color.muted}> │ {modelLabel(model, modelReasoningEffort, modelFast)}</Text>
-          {ctxLabel ? <Text color={t.color.dim}> │ {ctxLabel}</Text> : null}
+          {ctxLabel ? <Text color={t.color.muted}> │ {ctxLabel}</Text> : null}
           {bar ? (
-            <Text color={t.color.dim}>
+            <Text color={t.color.muted}>
               {' │ '}
               <Text color={barColor}>[{bar}]</Text> <Text color={barColor}>{pct != null ? `${pct}%` : ''}</Text>
             </Text>
           ) : null}
           {sessionStartedAt ? (
-            <Text color={t.color.dim}>
+            <Text color={t.color.muted}>
               {' │ '}
               <SessionDuration startedAt={sessionStartedAt} />
             </Text>
@@ -242,42 +240,26 @@ export function StatusRule({
           {voiceLabel ? (
             <Text
               color={
-                voiceLabel.startsWith('●') ? t.color.error : voiceLabel.startsWith('◉') ? t.color.warn : t.color.dim
+                voiceLabel.startsWith('●') ? t.color.error : voiceLabel.startsWith('◉') ? t.color.warn : t.color.muted
               }
             >
               {' │ '}
               {voiceLabel}
             </Text>
           ) : null}
-          {bgCount > 0 ? <Text color={t.color.dim}> │ {bgCount} bg</Text> : null}
+          {bgCount > 0 ? <Text color={t.color.muted}> │ {bgCount} bg</Text> : null}
           {showCost && typeof usage.cost_usd === 'number' ? (
-            <Text color={t.color.dim}> │ ${usage.cost_usd.toFixed(4)}</Text>
+            <Text color={t.color.muted}> │ ${usage.cost_usd.toFixed(4)}</Text>
           ) : null}
         </Text>
       </Box>
 
-      <Text color={t.color.bronze}> ─ </Text>
+      <Text color={t.color.border}> ─ </Text>
       <Text color={t.color.label}>{cwdLabel}</Text>
     </Box>
   )
 }
 
-export function FloatBox({ children, color }: { children: ReactNode; color: string }) {
-  return (
-    <Box
-      alignSelf="flex-start"
-      borderColor={color}
-      borderStyle="double"
-      flexDirection="column"
-      marginTop={1}
-      opaque
-      paddingX={1}
-    >
-      {children}
-    </Box>
-  )
-}
-
 export function StickyPromptTracker({ messages, offsets, scrollRef, onChange }: StickyPromptTrackerProps) {
   const { atBottom, bottom, top } = useViewportSnapshot(scrollRef)
   const text = stickyPromptFromViewport(messages, offsets, top, bottom, atBottom)
@@ -301,8 +283,8 @@ export function TranscriptScrollbar({ scrollRef, t }: TranscriptScrollbarProps)
   const thumb = scrollable ? Math.max(1, Math.round((vp * vp) / total)) : vp
   const travel = Math.max(1, vp - thumb)
   const thumbTop = scrollable ? Math.round((pos / Math.max(1, total - vp)) * travel) : 0
-  const thumbColor = grab !== null ? t.color.gold : hover ? t.color.amber : t.color.bronze
+  const thumbColor = grab !== null ? t.color.primary : hover ? t.color.accent : t.color.border
-  const trackColor = hover ? t.color.bronze : t.color.dim
+  const trackColor = hover ? t.color.border : t.color.muted
 
   const jump = (row: number, offset: number) => {
     if (!s || !scrollable) {

ui-tui/src/components/appLayout.tsx

@@ -1,4 +1,4 @@
-import { AlternateScreen, Box, NoSelect, ScrollBox, Text } from '@hermes/ink'
+import { AlternateScreen, Box, NoSelect, ScrollBox, stringWidth, Text } from '@hermes/ink'
 import { useStore } from '@nanostores/react'
 import { Fragment, memo, useMemo, useRef } from 'react'
 
@@ -124,8 +124,13 @@ const ComposerPane = memo(function ComposerPane({
   const ui = useStore($uiState)
   const isBlocked = useStore($isBlocked)
   const sh = (composer.inputBuf[0] ?? composer.input).startsWith('!')
-  const pw = 2
+  const promptText = sh ? '$' : ui.theme.brand.prompt
-  const inputColumns = stableComposerColumns(composer.cols, pw)
+  const promptLabel = `${promptText} `
+  const promptWidth = Math.max(1, stringWidth(promptLabel))
+  // ``pw`` retained as the local alias used by the mouse-drag handlers
+  // below — semantically the same value, kept short for readability there.
+  const pw = promptWidth
+  const inputColumns = stableComposerColumns(composer.cols, promptWidth)
   const inputHeight = inputVisualHeight(composer.input, inputColumns)
   const inputMouseRef = useRef<null | TextInputMouseApi>(null)
 
@@ -183,13 +188,13 @@ const ComposerPane = memo(function ComposerPane({
       />
 
       {ui.bgTasks.size > 0 && (
-        <Text color={ui.theme.color.dim}>
+        <Text color={ui.theme.color.muted}>
           {ui.bgTasks.size} background {ui.bgTasks.size === 1 ? 'task' : 'tasks'} running
         </Text>
       )}
 
       {status.showStickyPrompt ? (
-        <Text color={ui.theme.color.dim} wrap="truncate-end">
+        <Text color={ui.theme.color.muted} wrap="truncate-end">
           <Text color={ui.theme.color.label}>↳ </Text>
 
           {status.stickyPrompt}
@@ -214,21 +219,21 @@ const ComposerPane = memo(function ComposerPane({
           <>
             {composer.inputBuf.map((line, i) => (
               <Box key={i}>
-                <Box width={2}>
+                <Box width={promptWidth}>
-                  <Text color={ui.theme.color.dim}>{i === 0 ? `${ui.theme.brand.prompt} ` : '  '}</Text>
+                  <Text color={ui.theme.color.muted}>{i === 0 ? promptLabel : ' '.repeat(promptWidth)}</Text>
                 </Box>
 
-                <Text color={ui.theme.color.cornsilk}>{line || ' '}</Text>
+                <Text color={ui.theme.color.text}>{line || ' '}</Text>
               </Box>
             ))}
 
             <Box onMouseDown={captureInputDrag} onMouseDrag={dragFromPromptRow} onMouseUp={endInputDrag} position="relative">
-              <Box width={pw}>
+              <Box width={promptWidth}>
                 {sh ? (
-                  <Text color={ui.theme.color.shellDollar}>$ </Text>
+                  <Text color={ui.theme.color.shellDollar}>{promptLabel}</Text>
                 ) : (
                   <Text bold color={ui.theme.color.prompt}>
-                    {composer.inputBuf.length ? '  ' : `${ui.theme.brand.prompt} `}
+                    {composer.inputBuf.length ? ' '.repeat(promptWidth) : promptLabel}
                   </Text>
                 )}
               </Box>
@@ -254,7 +259,7 @@ const ComposerPane = memo(function ComposerPane({
         )}
       </Box>
 
-      {!composer.empty && !ui.sid && <Text color={ui.theme.color.dim}>⚕ {ui.status}</Text>}
+      {!composer.empty && !ui.sid && <Text color={ui.theme.color.muted}>⚕ {ui.status}</Text>}
 
       <StatusRulePane at="bottom" composer={composer} status={status} />
     </NoSelect>
@@ -319,6 +324,7 @@ export const AppLayout = memo(function AppLayout({
   transcript
 }: AppLayoutProps) {
   const overlay = useStore($overlayState)
+  const ui = useStore($uiState)
 
   // Inline mode skips AlternateScreen so the host terminal's native
   // scrollback captures rows scrolled off the top; composer + progress
@@ -359,7 +365,7 @@ export const AppLayout = memo(function AppLayout({
 
             {SHOW_FPS && (
               <Box flexShrink={0} justifyContent="flex-end" paddingRight={1}>
-                <FpsOverlay />
+                <FpsOverlay t={ui.theme} />
               </Box>
             )}
           </>

ui-tui/src/components/appOverlays.tsx

@@ -1,4 +1,4 @@
-import { Box, Text } from '@hermes/ink'
+import { Box, Text, useStdout } from '@hermes/ink'
 import { useStore } from '@nanostores/react'
 
 import { useGateway } from '../app/gatewayContext.js'
@@ -6,15 +6,18 @@ import type { AppOverlaysProps } from '../app/interfaces.js'
 import { $overlayState, patchOverlayState } from '../app/overlayStore.js'
 import { $uiState } from '../app/uiStore.js'
 
-import { FloatBox } from './appChrome.js'
+import { LearningLedger } from './learningLedger.js'
 import { MaskedPrompt } from './maskedPrompt.js'
 import { ModelPicker } from './modelPicker.js'
 import { OverlayHint } from './overlayControls.js'
+import { OverlayGrid } from './overlayGrid.js'
 import { ApprovalPrompt, ClarifyPrompt, ConfirmPrompt } from './prompts.js'
 import { SessionPicker } from './sessionPicker.js'
 import { SkillsHub } from './skillsHub.js'
 
 const COMPLETION_WINDOW = 16
+const OVERLAY_GUTTER = 4
+const OVERLAY_MIN_WIDTH = 44
 
 export function PromptZone({
   cols,
@@ -102,8 +105,15 @@ export function FloatingOverlays({
   const { gw } = useGateway()
   const overlay = useStore($overlayState)
   const ui = useStore($uiState)
+  const { stdout } = useStdout()
 
-  const hasAny = overlay.modelPicker || overlay.pager || overlay.picker || overlay.skillsHub || completions.length
+  const hasAny =
+    overlay.learningLedger ||
+    overlay.modelPicker ||
+    overlay.pager ||
+    overlay.picker ||
+    overlay.skillsHub ||
+    completions.length
 
   if (!hasAny) {
     return null
@@ -115,22 +125,39 @@ export function FloatingOverlays({
   const viewportSize = Math.min(COMPLETION_WINDOW, completions.length)
 
   const start = Math.max(0, Math.min(compIdx - Math.floor(COMPLETION_WINDOW / 2), completions.length - viewportSize))
+  const overlayWidth = Math.max(OVERLAY_MIN_WIDTH, cols - OVERLAY_GUTTER)
+  const overlayMaxHeight = Math.max(6, Math.min(18, (stdout?.rows ?? 24) - 8))
 
   return (
     <Box alignItems="flex-start" bottom="100%" flexDirection="column" left={0} position="absolute" right={0}>
       {overlay.picker && (
-        <FloatBox color={ui.theme.color.bronze}>
+        <OverlayGrid
+          borderColor={ui.theme.color.border}
+          panels={[
+            {
+              content: (
                 <SessionPicker
                   gw={gw}
                   onCancel={() => patchOverlayState({ picker: false })}
                   onSelect={onPickerSelect}
                   t={ui.theme}
                 />
-        </FloatBox>
+              ),
+              id: 'sessions'
+            }
+          ]}
+          maxHeight={overlayMaxHeight}
+          t={ui.theme}
+          width={overlayWidth}
+        />
       )}
 
       {overlay.modelPicker && (
-        <FloatBox color={ui.theme.color.bronze}>
+        <OverlayGrid
+          borderColor={ui.theme.color.border}
+          panels={[
+            {
+              content: (
                 <ModelPicker
                   gw={gw}
                   onCancel={() => patchOverlayState({ modelPicker: false })}
@@ -138,64 +165,129 @@ export function FloatingOverlays({
                   sessionId={ui.sid}
                   t={ui.theme}
                 />
-        </FloatBox>
+              ),
+              id: 'models'
+            }
+          ]}
+          maxHeight={overlayMaxHeight}
+          t={ui.theme}
+          width={overlayWidth}
+        />
       )}
 
       {overlay.skillsHub && (
-        <FloatBox color={ui.theme.color.bronze}>
+        <OverlayGrid
-          <SkillsHub gw={gw} onClose={() => patchOverlayState({ skillsHub: false })} t={ui.theme} />
+          borderColor={ui.theme.color.border}
-        </FloatBox>
+          panels={[
+            {
+              content: <SkillsHub gw={gw} onClose={() => patchOverlayState({ skillsHub: false })} t={ui.theme} />,
+              id: 'skills'
+            }
+          ]}
+          maxHeight={overlayMaxHeight}
+          t={ui.theme}
+          width={overlayWidth}
+        />
+      )}
+
+      {overlay.learningLedger && (
+        <LearningLedger
+          borderColor={ui.theme.color.border}
+          gw={gw}
+          onClose={() => patchOverlayState({ learningLedger: false })}
+          t={ui.theme}
+          width={overlayWidth}
+          maxHeight={overlayMaxHeight}
+        />
       )}
 
       {overlay.pager && (
-        <FloatBox color={ui.theme.color.bronze}>
+        <OverlayGrid
-          <Box flexDirection="column" paddingX={1} paddingY={1}>
+          borderColor={ui.theme.color.border}
-            {overlay.pager.title && (
+          panels={[
-              <Box justifyContent="center" marginBottom={1}>
+            {
-                <Text bold color={ui.theme.color.gold}>
+              content: (
-                  {overlay.pager.title}
+                <Box flexDirection="column">
-                </Text>
+                  {overlay.pager.lines
-              </Box>
+                    .slice(overlay.pager.offset, overlay.pager.offset + pagerPageSize)
-            )}
+                    .map((line, i) => (
-
-            {overlay.pager.lines.slice(overlay.pager.offset, overlay.pager.offset + pagerPageSize).map((line, i) => (
                       <Text key={i}>{line}</Text>
                     ))}
 
-            <Box marginTop={1}>
+                </Box>
+              ),
+              footer: (
                 <OverlayHint t={ui.theme}>
                   {overlay.pager.offset + pagerPageSize < overlay.pager.lines.length
                     ? `↑↓/jk line · Enter/Space/PgDn page · b/PgUp back · g/G top/bottom · Esc/q close (${Math.min(overlay.pager.offset + pagerPageSize, overlay.pager.lines.length)}/${overlay.pager.lines.length})`
                     : `end · ↑↓/jk · b/PgUp back · g top · Esc/q close (${overlay.pager.lines.length} lines)`}
                 </OverlayHint>
-            </Box>
+              ),
-          </Box>
+              id: 'pager',
-        </FloatBox>
+              title: overlay.pager.title
+            }
+          ]}
+          maxHeight={overlayMaxHeight}
+          t={ui.theme}
+          width={overlayWidth}
+        />
       )}
 
       {!!completions.length && (
-        <FloatBox color={ui.theme.color.gold}>
+        <OverlayGrid
-          <Box flexDirection="column" width={Math.max(28, cols - 6)}>
+          borderColor={ui.theme.color.primary}
+          panels={[
+            {
+              content: (
+                <Box flexDirection="column">
                   {completions.slice(start, start + viewportSize).map((item, i) => {
                     const active = start + i === compIdx
 
                     return (
                       <Box
                         backgroundColor={active ? ui.theme.color.completionCurrentBg : undefined}
-                  flexDirection="row"
+                        key={`${start + i}:${item.text}`}
-                  key={`${start + i}:${item.text}:${item.display}:${item.meta ?? ''}`}
                         width="100%"
                       >
-                  <Text bold color={ui.theme.color.label}>
+                        <Text bold color={ui.theme.color.label} wrap="truncate-end">
-                    {' '}
                           {item.display}
                         </Text>
-                  {item.meta ? <Text color={ui.theme.color.dim}> {item.meta}</Text> : null}
                       </Box>
                     )
                   })}
                 </Box>
-        </FloatBox>
+              ),
+              grow: 4,
+              id: 'completion-list'
+            },
+            {
+              content: (
+                <Box flexDirection="column">
+                  {completions.slice(start, start + viewportSize).map((item, i) => {
+                    const active = start + i === compIdx
+
+                    return (
+                      <Box
+                        backgroundColor={active ? ui.theme.color.completionCurrentBg : undefined}
+                        key={`${start + i}:${item.text}:meta`}
+                        width="100%"
+                      >
+                        <Text color={ui.theme.color.muted} wrap="truncate-end">
+                          {item.meta ?? ' '}
+                        </Text>
+                      </Box>
+                    )
+                  })}
+                </Box>
+              ),
+              grow: 6,
+              id: 'completion-meta'
+            }
+          ]}
+          maxHeight={overlayMaxHeight}
+          t={ui.theme}
+          width={overlayWidth}
+        />
       )}
     </Box>
   )

ui-tui/src/components/branding.tsx

@@ -26,12 +26,12 @@ export function Banner({ t }: { t: Theme }) {
       {cols >= (t.bannerLogo ? artWidth(logoLines) : LOGO_WIDTH) ? (
         <ArtLines lines={logoLines} />
       ) : (
-        <Text bold color={t.color.gold}>
+        <Text bold color={t.color.primary}>
           {t.brand.icon} NOUS HERMES
         </Text>
       )}
 
-      <Text color={t.color.dim}>{t.brand.icon} Nous Research · Messenger of the Digital Gods</Text>
+      <Text color={t.color.muted}>{t.brand.icon} Nous Research · Messenger of the Digital Gods</Text>
     </Box>
   )
 }
@@ -70,39 +70,49 @@ export function SessionPanel({ info, sid, t }: SessionPanelProps) {
 
     return (
       <Box flexDirection="column" marginTop={1}>
-        <Text bold color={t.color.amber}>
+        <Text bold color={t.color.accent}>
           Available {title}
         </Text>
 
         {shown.map(([k, vs]) => (
           <Text key={k} wrap="truncate">
-            <Text color={t.color.dim}>{strip(k)}: </Text>
+            <Text color={t.color.muted}>{strip(k)}: </Text>
-            <Text color={t.color.cornsilk}>{truncLine(strip(k) + ': ', vs)}</Text>
+            <Text color={t.color.text}>{truncLine(strip(k) + ': ', vs)}</Text>
           </Text>
         ))}
 
         {overflow > 0 && (
-          <Text color={t.color.dim}>
+          <Text color={t.color.muted}>
             (and {overflow} {overflowLabel})
           </Text>
         )}
       </Box>
     )
   }
+  const learningLine = (() => {
+    const counts = info.learning?.counts ?? {}
+    const parts = [
+      counts.user || counts.memory ? `${(counts.user ?? 0) + (counts.memory ?? 0)} memories` : '',
+      counts.recall ? `${counts.recall} recalls` : '',
+      counts['skill-use'] ? `${counts['skill-use']} applied skills` : ''
+    ].filter(Boolean)
+
+    return parts.length ? `learned: ${parts.join(' · ')}` : ''
+  })()
 
   return (
-    <Box borderColor={t.color.bronze} borderStyle="round" marginBottom={1} paddingX={2} paddingY={1}>
+    <Box borderColor={t.color.border} borderStyle="round" marginBottom={1} paddingX={2} paddingY={1}>
       {wide && (
         <Box flexDirection="column" marginRight={2} width={leftW}>
           <ArtLines lines={heroLines} />
           <Text />
 
-          <Text color={t.color.amber}>
+          <Text color={t.color.accent}>
             {info.model.split('/').pop()}
-            <Text color={t.color.dim}> · Nous Research</Text>
+            <Text color={t.color.muted}> · Nous Research</Text>
           </Text>
 
-          <Text color={t.color.dim} wrap="truncate-end">
+          <Text color={t.color.muted} wrap="truncate-end">
             {info.cwd || process.cwd()}
           </Text>
 
@@ -117,7 +127,7 @@ export function SessionPanel({ info, sid, t }: SessionPanelProps) {
 
       <Box flexDirection="column" width={w}>
         <Box justifyContent="center" marginBottom={1}>
-          <Text bold color={t.color.gold}>
+          <Text bold color={t.color.primary}>
             {t.brand.name}
             {info.version ? ` v${info.version}` : ''}
             {info.release_date ? ` (${info.release_date})` : ''}
@@ -129,17 +139,17 @@ export function SessionPanel({ info, sid, t }: SessionPanelProps) {
 
         {info.mcp_servers && info.mcp_servers.length > 0 && (
           <Box flexDirection="column" marginTop={1}>
-            <Text bold color={t.color.amber}>
+            <Text bold color={t.color.accent}>
               MCP Servers
             </Text>
 
             {info.mcp_servers.map(s => (
               <Text key={s.name} wrap="truncate">
-                <Text color={t.color.dim}>{`  ${s.name} `}</Text>
+                <Text color={t.color.muted}>{`  ${s.name} `}</Text>
-                <Text color={t.color.dim}>{`[${s.transport}]`}</Text>
+                <Text color={t.color.muted}>{`[${s.transport}]`}</Text>
-                <Text color={t.color.dim}>: </Text>
+                <Text color={t.color.muted}>: </Text>
                 {s.connected ? (
-                  <Text color={t.color.cornsilk}>
+                  <Text color={t.color.text}>
                     {s.tools} tool{s.tools === 1 ? '' : 's'}
                   </Text>
                 ) : (
@@ -152,14 +162,20 @@ export function SessionPanel({ info, sid, t }: SessionPanelProps) {
 
         <Text />
 
-        <Text color={t.color.cornsilk}>
+        <Text color={t.color.text}>
           {flat(info.tools).length} tools{' · '}
           {flat(info.skills).length} skills
           {info.mcp_servers?.length ? ` · ${info.mcp_servers.length} MCP` : ''}
           {' · '}
-          <Text color={t.color.dim}>/help for commands</Text>
+          <Text color={t.color.muted}>/help for commands</Text>
         </Text>
 
+        {learningLine && (
+          <Text color={t.color.text} dimColor italic>
+            {learningLine} · /learned
+          </Text>
+        )}
+
         {typeof info.update_behind === 'number' && info.update_behind > 0 && (
           <Text bold color={t.color.warn}>
             ! {info.update_behind} {info.update_behind === 1 ? 'commit' : 'commits'} behind
@@ -183,9 +199,9 @@ export function SessionPanel({ info, sid, t }: SessionPanelProps) {
 
 export function Panel({ sections, t, title }: PanelProps) {
   return (
-    <Box borderColor={t.color.bronze} borderStyle="round" flexDirection="column" paddingX={2} paddingY={1}>
+    <Box borderColor={t.color.border} borderStyle="round" flexDirection="column" paddingX={2} paddingY={1}>
       <Box justifyContent="center" marginBottom={1}>
-        <Text bold color={t.color.gold}>
+        <Text bold color={t.color.primary}>
           {title}
         </Text>
       </Box>
@@ -193,25 +209,25 @@ export function Panel({ sections, t, title }: PanelProps) {
       {sections.map((sec, si) => (
         <Box flexDirection="column" key={si} marginTop={si > 0 ? 1 : 0}>
           {sec.title && (
-            <Text bold color={t.color.amber}>
+            <Text bold color={t.color.accent}>
               {sec.title}
             </Text>
           )}
 
           {sec.rows?.map(([k, v], ri) => (
             <Text key={ri} wrap="truncate">
-              <Text color={t.color.dim}>{k.padEnd(20)}</Text>
+              <Text color={t.color.muted}>{k.padEnd(20)}</Text>
-              <Text color={t.color.cornsilk}>{v}</Text>
+              <Text color={t.color.text}>{v}</Text>
             </Text>
           ))}
 
           {sec.items?.map((item, ii) => (
-            <Text color={t.color.cornsilk} key={ii} wrap="truncate">
+            <Text color={t.color.text} key={ii} wrap="truncate">
               {item}
             </Text>
           ))}
 
-          {sec.text && <Text color={t.color.dim}>{sec.text}</Text>}
+          {sec.text && <Text color={t.color.muted}>{sec.text}</Text>}
         </Box>
       ))}
     </Box>

ui-tui/src/components/fpsOverlay.tsx

@@ -5,23 +5,25 @@ import { useStore } from '@nanostores/react'
 
 import { SHOW_FPS } from '../config/env.js'
 import { $fpsState } from '../lib/fpsStore.js'
+import type { Theme } from '../theme.js'
 
-const fpsColor = (fps: number) => (fps >= 50 ? 'green' : fps >= 30 ? 'yellow' : 'red')
+const fpsColor = (fps: number, t: Theme) =>
+  fps >= 50 ? t.color.statusGood : fps >= 30 ? t.color.statusWarn : t.color.error
 
-export function FpsOverlay() {
+export function FpsOverlay({ t }: { t: Theme }) {
   if (!SHOW_FPS) {
     return null
   }
 
-  return <FpsOverlayInner />
+  return <FpsOverlayInner t={t} />
 }
 
-function FpsOverlayInner() {
+function FpsOverlayInner({ t }: { t: Theme }) {
   const { fps, lastDurationMs, totalFrames } = useStore($fpsState)
 
   // Zero-pad widths so digit churn doesn't jitter the corner.
   return (
-    <Text color={fpsColor(fps)}>
+    <Text color={fpsColor(fps, t)}>
       {fps.toFixed(1).padStart(5)}fps · {lastDurationMs.toFixed(1).padStart(5)}ms · #{totalFrames}
     </Text>
   )

ui-tui/src/components/learningLedger.tsx

@@ -0,0 +1,316 @@
+import { Box, Text, useInput, useStdout } from '@hermes/ink'
+import { useEffect, useState } from 'react'
+
+import type { GatewayClient } from '../gatewayClient.js'
+import { rpcErrorMessage } from '../lib/rpc.js'
+import type { Theme } from '../theme.js'
+
+import { OverlayGrid } from './overlayGrid.js'
+import { OverlayHint, windowItems, windowOffset } from './overlayControls.js'
+
+const EDGE_GUTTER = 10
+const MAX_WIDTH = 132
+const MIN_WIDTH = 64
+const VISIBLE_ROWS = 12
+
+const LISTS = [
+  { id: 'memories', title: 'Memories', types: ['user', 'memory'] },
+  { id: 'skills', title: 'Skills', types: ['skill-use'] },
+  { id: 'recalls', title: 'Recalls', types: ['recall'] },
+  { id: 'connected', title: 'Connected', types: ['integration'] }
+] as const
+
+const typeIcon: Record<string, string> = {
+  integration: '◇',
+  memory: '◆',
+  recall: '↺',
+  'skill-use': '✦',
+  user: '●'
+}
+
+const fmtTime = (ts?: null | number) => {
+  if (!ts) {
+    return ''
+  }
+
+  const days = Math.floor((Date.now() - ts * 1000) / 86_400_000)
+
+  return days <= 0 ? 'today' : `${days}d ago`
+}
+
+export function LearningLedger({ borderColor, gw, maxHeight, onClose, t, width: fixedWidth }: LearningLedgerProps) {
+  const [ledger, setLedger] = useState<LearningLedgerResponse | null>(null)
+  const [activeList, setActiveList] = useState(0)
+  const [indices, setIndices] = useState<Record<string, number>>({})
+  const [expanded, setExpanded] = useState(false)
+  const [err, setErr] = useState('')
+  const [loading, setLoading] = useState(true)
+  const { stdout } = useStdout()
+  const width = fixedWidth ?? Math.max(MIN_WIDTH, Math.min(MAX_WIDTH, (stdout?.columns ?? 80) - EDGE_GUTTER))
+
+  useEffect(() => {
+    gw.request<LearningLedgerResponse>('learning.ledger', { limit: 120 })
+      .then(r => {
+        setLedger(r)
+        setErr('')
+      })
+      .catch((e: unknown) => setErr(rpcErrorMessage(e)))
+      .finally(() => setLoading(false))
+  }, [gw])
+
+  const items = ledger?.items ?? []
+  const lists = LISTS.map(list => ({
+    ...list,
+    items: items.filter(item => list.types.includes(item.type as never))
+  }))
+  const active = lists[activeList] ?? lists[0]!
+  const activeIdx = Math.min(indices[active.id] ?? 0, Math.max(0, active.items.length - 1))
+  const selected = active.items[activeIdx]
+  const detailOpen = expanded && !!selected
+  useInput((ch, key) => {
+    if (key.escape || ch.toLowerCase() === 'q') {
+      onClose()
+
+      return
+    }
+
+    if (key.leftArrow && activeList > 0) {
+      setActiveList(v => v - 1)
+
+      return
+    }
+
+    if (key.rightArrow && activeList < lists.length - 1) {
+      setActiveList(v => v + 1)
+
+      return
+    }
+
+    if (key.upArrow && activeIdx > 0) {
+      setIndices(v => ({ ...v, [active.id]: activeIdx - 1 }))
+
+      return
+    }
+
+    if (key.downArrow && activeIdx < active.items.length - 1) {
+      setIndices(v => ({ ...v, [active.id]: activeIdx + 1 }))
+
+      return
+    }
+
+    if (key.return || ch === ' ') {
+      setExpanded(v => !v)
+
+      return
+    }
+
+    const n = ch === '0' ? 10 : parseInt(ch, 10)
+    if (!Number.isNaN(n) && n >= 1 && n <= Math.min(10, active.items.length)) {
+      const next = windowOffset(active.items.length, activeIdx, VISIBLE_ROWS) + n - 1
+
+      if (active.items[next]) {
+        setIndices(v => ({ ...v, [active.id]: next }))
+      }
+    }
+  })
+
+  if (loading) {
+    return <Text color={t.color.muted}>indexing learning ledger…</Text>
+  }
+
+  if (err) {
+    return (
+      <Box flexDirection="column" width={width}>
+        <Text color={t.color.label}>learning ledger error: {err}</Text>
+        <OverlayHint t={t}>Esc/q close</OverlayHint>
+      </Box>
+    )
+  }
+
+  if (!items.length) {
+    return (
+      <Box flexDirection="column" width={width}>
+        <Text bold color={t.color.accent}>
+          Recent Learning
+        </Text>
+        <Text color={t.color.muted}>no memories, recalls, used skills, or integrations found yet</Text>
+        {ledger?.inventory?.skills ? (
+          <Text color={t.color.muted}>available knowledge: {ledger.inventory.skills} installed skills</Text>
+        ) : null}
+        <OverlayHint t={t}>Esc/q close</OverlayHint>
+      </Box>
+    )
+  }
+
+  const listPanels = lists.map((list, listIdx) => {
+    const selectedIndex = Math.min(indices[list.id] ?? 0, Math.max(0, list.items.length - 1))
+    const { items: visible, offset } = windowItems(list.items, selectedIndex, Math.max(3, Math.floor(VISIBLE_ROWS / 2)))
+
+    return {
+      content: (
+        <LearningList
+          active={activeList === listIdx}
+          items={visible}
+          offset={offset}
+          selectedIndex={selectedIndex}
+          t={t}
+          total={list.items.length}
+        />
+      ),
+      grow: 1,
+      id: `learning-${list.id}`,
+      title: list.title
+    }
+  })
+
+  return (
+    <OverlayGrid
+      borderColor={borderColor}
+      footer={<OverlayHint t={t}>←/→ panel · ↑/↓ select · Enter/Space details · 1-9,0 quick · Esc/q close</OverlayHint>}
+      panels={[
+        ...listPanels,
+        ...(detailOpen && selected
+          ? [
+              {
+                content: <LedgerDetails item={selected} t={t} />,
+                grow: 2,
+                id: 'learning-details',
+                title: 'Details'
+              }
+            ]
+          : [])
+      ]}
+      maxHeight={maxHeight}
+      t={t}
+      width={width}
+    />
+  )
+}
+
+function LearningList({ active, items, offset, selectedIndex, t, total }: LearningListProps) {
+  return (
+    <Box flexDirection="column">
+      <Text color={active ? t.color.accent : t.color.muted}>{total} item{total === 1 ? '' : 's'}</Text>
+      {offset > 0 && <Text color={t.color.muted}>↑ {offset} more</Text>}
+
+      <Box flexDirection="column">
+        {items.map((item, i) => {
+          const absolute = offset + i
+
+          return (
+            <LedgerRow
+              active={active && absolute === selectedIndex}
+              index={i + 1}
+              item={item}
+              key={`${item.type}:${item.name}:${i}`}
+              t={t}
+            />
+          )
+        })}
+      </Box>
+
+      {offset + items.length < total && (
+        <Text color={t.color.muted}>↓ {total - offset - items.length} more</Text>
+      )}
+
+    </Box>
+  )
+}
+
+function LedgerRow({ active, index, item, t }: LedgerRowProps) {
+  const when = fmtTime(item.last_used_at ?? item.learned_at)
+  const count = item.count ? ` ×${item.count}` : ''
+  const icon = typeIcon[item.type] ?? '•'
+  const title = compactTitle(item)
+
+  return (
+    <Box flexShrink={0} width="100%">
+      <Text bold={active} color={active ? t.color.accent : t.color.muted} inverse={active} wrap="truncate-end">
+        {active ? '▸ ' : '  '}
+        {index}. {icon} {title}
+        <Text color={active ? t.color.accent : t.color.muted}>
+          {' '}
+          {count}
+          {when ? ` · ${when}` : ''}
+        </Text>
+      </Text>
+    </Box>
+  )
+}
+
+function compactTitle(item: LearningLedgerItem) {
+  const raw = item.type === 'memory' || item.type === 'user' ? item.summary : item.name
+  return raw
+    .replace(/^User\s+/i, '')
+    .replace(/^Durable memory updates$/i, 'memory updated')
+    .replace(/^session_search$/i, 'past sessions')
+}
+
+function LedgerDetails({ item, t }: LedgerDetailsProps) {
+  const memoryLike = item.type === 'memory' || item.type === 'user'
+
+  return (
+    <Box flexDirection="column">
+      <Text color={t.color.primary} wrap="truncate-end">
+        {memoryLike ? item.name : item.summary}
+      </Text>
+      {memoryLike ? <Text color={t.color.text}>{item.summary}</Text> : null}
+      {item.count ? <Text color={t.color.muted}>used: {item.count}×</Text> : null}
+      {item.learned_from ? <Text color={t.color.muted}>from: {item.learned_from}</Text> : null}
+      {item.via ? <Text color={t.color.muted}>via: {item.via}</Text> : null}
+      {item.last_used_at ? <Text color={t.color.muted}>last used: {fmtTime(item.last_used_at)}</Text> : null}
+      <Text color={t.color.muted}>source: {item.source}</Text>
+    </Box>
+  )
+}
+
+interface LearningLedgerItem {
+  count?: number
+  learned_from?: null | string
+  last_used_at?: null | number
+  learned_at?: null | number
+  name: string
+  source: string
+  summary: string
+  type: string
+  via?: null | string
+}
+
+interface LearningLedgerResponse {
+  counts?: Record<string, number>
+  generated_at?: number
+  home?: string
+  inventory?: { skills?: number }
+  items?: LearningLedgerItem[]
+  total?: number
+}
+
+interface LearningListProps {
+  active: boolean
+  items: LearningLedgerItem[]
+  offset: number
+  selectedIndex: number
+  t: Theme
+  total: number
+}
+
+interface LedgerRowProps {
+  active: boolean
+  index: number
+  item: LearningLedgerItem
+  t: Theme
+}
+
+interface LedgerDetailsProps {
+  item: LearningLedgerItem
+  t: Theme
+}
+
+interface LearningLedgerProps {
+  borderColor: string
+  gw: GatewayClient
+  maxHeight?: number
+  onClose: () => void
+  t: Theme
+  width?: number
+}

ui-tui/src/components/markdown.tsx

@@ -72,7 +72,7 @@ const autolinkUrl = (raw: string) =>
 
 const renderAutolink = (k: number, t: Theme, raw: string) => (
   <Link key={k} url={autolinkUrl(raw)}>
-    <Text color={t.color.amber} underline>
+    <Text color={t.color.accent} underline>
       {raw.replace(/^mailto:/, '')}
     </Text>
   </Link>
@@ -113,7 +113,7 @@ const renderTable = (k: number, rows: string[][], t: Theme) => {
         <Fragment key={ri}>
           <Box>
             {widths.map((w, ci) => (
-              <Text bold={ri === 0} color={ri === 0 ? t.color.amber : undefined} key={ci}>
+              <Text bold={ri === 0} color={ri === 0 ? t.color.accent : undefined} key={ci}>
                 <MdInline t={t} text={row[ci] ?? ''} />
                 {' '.repeat(Math.max(0, w - stripInlineMarkup(row[ci] ?? '').length))}
                 {ci < widths.length - 1 ? '  ' : ''}
@@ -121,7 +121,7 @@ const renderTable = (k: number, rows: string[][], t: Theme) => {
             ))}
           </Box>
           {ri === 0 && rows.length > 1 ? (
-            <Text color={t.color.dim} dimColor>
+            <Text color={t.color.muted} dimColor>
               {sep}
             </Text>
           ) : null}
@@ -146,14 +146,14 @@ function MdInline({ t, text }: { t: Theme; text: string }) {
 
     if (m[1] && m[2]) {
       parts.push(
-        <Text color={t.color.dim} key={parts.length}>
+        <Text color={t.color.muted} key={parts.length}>
           [image: {m[1]}] {m[2]}
         </Text>
       )
     } else if (m[3] && m[4]) {
       parts.push(
         <Link key={parts.length} url={m[4]}>
-          <Text color={t.color.amber} underline>
+          <Text color={t.color.accent} underline>
             {m[3]}
           </Text>
         </Link>
@@ -168,7 +168,7 @@ function MdInline({ t, text }: { t: Theme; text: string }) {
       )
     } else if (m[7]) {
       parts.push(
-        <Text color={t.color.amber} dimColor key={parts.length}>
+        <Text color={t.color.accent} dimColor key={parts.length}>
           {m[7]}
         </Text>
       )
@@ -192,19 +192,19 @@ function MdInline({ t, text }: { t: Theme; text: string }) {
       )
     } else if (m[13]) {
       parts.push(
-        <Text color={t.color.dim} key={parts.length}>
+        <Text color={t.color.muted} key={parts.length}>
           [{m[13]}]
         </Text>
       )
     } else if (m[14]) {
       parts.push(
-        <Text color={t.color.dim} key={parts.length}>
+        <Text color={t.color.muted} key={parts.length}>
           ^{m[14]}
         </Text>
       )
     } else if (m[15]) {
       parts.push(
-        <Text color={t.color.dim} key={parts.length}>
+        <Text color={t.color.muted} key={parts.length}>
           _{m[15]}
         </Text>
       )
@@ -324,11 +324,11 @@ function MdImpl({ compact, t, text }: MdProps) {
       if (media) {
         start('paragraph')
         nodes.push(
-          <Text color={t.color.dim} key={key}>
+          <Text color={t.color.muted} key={key}>
             {'▸ '}
 
             <Link url={/^(?:\/|[a-z]:[\\/])/i.test(media) ? `file://${media}` : media}>
-              <Text color={t.color.amber} underline>
+              <Text color={t.color.accent} underline>
                 {media}
               </Text>
             </Link>
@@ -375,7 +375,7 @@ function MdImpl({ compact, t, text }: MdProps) {
 
         nodes.push(
           <Box flexDirection="column" key={key} paddingLeft={2}>
-            {lang && !isDiff && <Text color={t.color.dim}>{'─ ' + lang}</Text>}
+            {lang && !isDiff && <Text color={t.color.muted}>{'─ ' + lang}</Text>}
 
             {block.map((l, j) => {
               if (highlighted) {
@@ -401,7 +401,7 @@ function MdImpl({ compact, t, text }: MdProps) {
               return (
                 <Text
                   backgroundColor={add ? t.color.diffAdded : del ? t.color.diffRemoved : undefined}
-                  color={add ? t.color.diffAddedWord : del ? t.color.diffRemovedWord : hunk ? t.color.dim : undefined}
+                  color={add ? t.color.diffAddedWord : del ? t.color.diffRemovedWord : hunk ? t.color.muted : undefined}
                   dimColor={isDiff && !add && !del && !hunk && l.startsWith(' ')}
                   key={j}
                 >
@@ -432,10 +432,10 @@ function MdImpl({ compact, t, text }: MdProps) {
 
         nodes.push(
           <Box flexDirection="column" key={key} paddingLeft={2}>
-            <Text color={t.color.dim}>─ math</Text>
+            <Text color={t.color.muted}>─ math</Text>
 
             {block.map((l, j) => (
-              <Text color={t.color.amber} key={j}>
+              <Text color={t.color.accent} key={j}>
                 {l}
               </Text>
             ))}
@@ -450,7 +450,7 @@ function MdImpl({ compact, t, text }: MdProps) {
       if (heading) {
         start('heading')
         nodes.push(
-          <Text bold color={t.color.amber} key={key}>
+          <Text bold color={t.color.accent} key={key}>
             {heading}
           </Text>
         )
@@ -462,7 +462,7 @@ function MdImpl({ compact, t, text }: MdProps) {
       if (i + 1 < lines.length && SETEXT_RE.test(lines[i + 1]!)) {
         start('heading')
         nodes.push(
-          <Text bold color={t.color.amber} key={key}>
+          <Text bold color={t.color.accent} key={key}>
             {line.trim()}
           </Text>
         )
@@ -474,7 +474,7 @@ function MdImpl({ compact, t, text }: MdProps) {
       if (HR_RE.test(line)) {
         start('rule')
         nodes.push(
-          <Text color={t.color.dim} key={key}>
+          <Text color={t.color.muted} key={key}>
             {'─'.repeat(36)}
           </Text>
         )
@@ -488,7 +488,7 @@ function MdImpl({ compact, t, text }: MdProps) {
       if (footnote) {
         start('list')
         nodes.push(
-          <Text color={t.color.dim} key={key}>
+          <Text color={t.color.muted} key={key}>
             [{footnote[1]}] <MdInline t={t} text={footnote[2] ?? ''} />
           </Text>
         )
@@ -497,7 +497,7 @@ function MdImpl({ compact, t, text }: MdProps) {
         while (i < lines.length && /^\s{2,}\S/.test(lines[i]!)) {
           nodes.push(
             <Box key={`${key}-cont-${i}`} paddingLeft={2}>
-              <Text color={t.color.dim}>
+              <Text color={t.color.muted}>
                 <MdInline t={t} text={lines[i]!.trim()} />
               </Text>
             </Box>
@@ -526,7 +526,7 @@ function MdImpl({ compact, t, text }: MdProps) {
 
           nodes.push(
             <Text key={`${key}-def-${i}`}>
-              <Text color={t.color.dim}> · </Text>
+              <Text color={t.color.muted}> · </Text>
               <MdInline t={t} text={def} />
             </Text>
           )
@@ -546,7 +546,7 @@ function MdImpl({ compact, t, text }: MdProps) {
 
         nodes.push(
           <Text key={key}>
-            <Text color={t.color.dim}>
+            <Text color={t.color.muted}>
               {' '.repeat(indentDepth(bullet[1]!) * 2)}
               {marker}{' '}
             </Text>
@@ -565,7 +565,7 @@ function MdImpl({ compact, t, text }: MdProps) {
         start('list')
         nodes.push(
           <Text key={key}>
-            <Text color={t.color.dim}>
+            <Text color={t.color.muted}>
               {' '.repeat(indentDepth(numbered[1]!) * 2)}
               {numbered[2]}.{' '}
             </Text>
@@ -593,7 +593,7 @@ function MdImpl({ compact, t, text }: MdProps) {
         nodes.push(
           <Box flexDirection="column" key={key}>
             {quoteLines.map((ql, qi) => (
-              <Text color={t.color.dim} key={qi}>
+              <Text color={t.color.muted} key={qi}>
                 {' '.repeat(Math.max(0, ql.depth - 1) * 2)}
                 {'│ '}
                 <MdInline t={t} text={ql.text} />
@@ -630,7 +630,7 @@ function MdImpl({ compact, t, text }: MdProps) {
       if (summary) {
         start('paragraph')
         nodes.push(
-          <Text color={t.color.dim} key={key}>
+          <Text color={t.color.muted} key={key}>
             ▶ {summary}
           </Text>
         )
@@ -642,7 +642,7 @@ function MdImpl({ compact, t, text }: MdProps) {
       if (/^<\/?[^>]+>$/.test(line.trim())) {
         start('paragraph')
         nodes.push(
-          <Text color={t.color.dim} key={key}>
+          <Text color={t.color.muted} key={key}>
             {line.trim()}
           </Text>
         )

ui-tui/src/components/maskedPrompt.tsx

@@ -14,7 +14,7 @@ export function MaskedPrompt({ cols = 80, icon, label, onSubmit, sub, t }: Maske
         {icon} {label}
       </Text>
 
-      {sub && <Text color={t.color.dim}> {sub}</Text>}
+      {sub && <Text color={t.color.muted}> {sub}</Text>}
 
       <Box>
         <Text color={t.color.label}>{'> '}</Text>

ui-tui/src/components/messageLine.tsx

@@ -80,13 +80,13 @@ export const MessageLine = memo(function MessageLine({
     const preview = compactPreview(stripped, maxChars) || '(empty tool result)'
 
     return (
-      <Box alignSelf="flex-start" borderColor={t.color.dim} borderStyle="round" marginLeft={3} paddingX={1}>
+      <Box alignSelf="flex-start" borderColor={t.color.muted} borderStyle="round" marginLeft={3} paddingX={1}>
         {hasAnsi(msg.text) ? (
           <Text wrap="truncate-end">
             <Ansi>{msg.text}</Ansi>
           </Text>
         ) : (
-          <Text color={t.color.dim} wrap="truncate-end">
+          <Text color={t.color.muted} wrap="truncate-end">
             {preview}
           </Text>
         )}
@@ -94,6 +94,16 @@ export const MessageLine = memo(function MessageLine({
     )
   }
 
+  if (msg.kind === 'learning') {
+    return (
+      <Box marginLeft={3} marginTop={1}>
+        <Text color={t.color.muted} italic>
+          {msg.text}
+        </Text>
+      </Box>
+    )
+  }
+
   const { body, glyph, prefix } = ROLE[msg.role](t)
 
   const showDetails =
@@ -101,7 +111,7 @@ export const MessageLine = memo(function MessageLine({
 
   const content = (() => {
     if (msg.kind === 'slash') {
-      return <Text color={t.color.dim}>{msg.text}</Text>
+      return <Text color={t.color.muted}>{msg.text}</Text>
     }
 
     if (msg.role !== 'user' && hasAnsi(msg.text)) {
@@ -125,7 +135,7 @@ export const MessageLine = memo(function MessageLine({
       return (
         <Text color={body}>
           {head}
-          <Text color={t.color.dim} dimColor>
+          <Text color={t.color.muted} dimColor>
             [long message]
           </Text>
           {rest.join('')}

ui-tui/src/components/modelPicker.tsx

@@ -25,10 +25,8 @@ export function ModelPicker({ gw, onCancel, onSelect, sessionId, t }: ModelPicke
   const [stage, setStage] = useState<'model' | 'provider'>('provider')
 
   const { stdout } = useStdout()
-  // Pin the picker to a stable width so the FloatBox parent (which shrinks-
+  // Pin the picker to a stable width so long provider / model names scroll
-  // to-fit with alignSelf="flex-start") doesn't resize as long provider /
+  // into view without changing the overlay grid's measured layout.
-  // model names scroll into view, and so `wrap="truncate-end"` on each row
-  // has an actual constraint to truncate against.
   const width = Math.max(MIN_WIDTH, Math.min(MAX_WIDTH, (stdout?.columns ?? 80) - 6))
 
   useEffect(() => {
@@ -146,7 +144,7 @@ export function ModelPicker({ gw, onCancel, onSelect, sessionId, t }: ModelPicke
   })
 
   if (loading) {
-    return <Text color={t.color.dim}>loading models…</Text>
+    return <Text color={t.color.muted}>loading models…</Text>
   }
 
   if (err) {
@@ -161,7 +159,7 @@ export function ModelPicker({ gw, onCancel, onSelect, sessionId, t }: ModelPicke
   if (!providers.length) {
     return (
       <Box flexDirection="column">
-        <Text color={t.color.dim}>no authenticated providers</Text>
+        <Text color={t.color.muted}>no authenticated providers</Text>
         <OverlayHint t={t}>Esc/q cancel</OverlayHint>
       </Box>
     )
@@ -176,21 +174,21 @@ export function ModelPicker({ gw, onCancel, onSelect, sessionId, t }: ModelPicke
 
     return (
       <Box flexDirection="column" width={width}>
-        <Text bold color={t.color.amber} wrap="truncate-end">
+        <Text bold color={t.color.accent} wrap="truncate-end">
           Select provider (step 1/2)
         </Text>
 
-        <Text color={t.color.dim} wrap="truncate-end">
+        <Text color={t.color.muted} wrap="truncate-end">
           Full model IDs on the next step · Enter to continue
         </Text>
 
-        <Text color={t.color.dim} wrap="truncate-end">
+        <Text color={t.color.muted} wrap="truncate-end">
           Current: {currentModel || '(unknown)'}
         </Text>
         <Text color={t.color.label} wrap="truncate-end">
           {provider?.warning ? `warning: ${provider.warning}` : ' '}
         </Text>
-        <Text color={t.color.dim} wrap="truncate-end">
+        <Text color={t.color.muted} wrap="truncate-end">
           {offset > 0 ? ` ↑ ${offset} more` : ' '}
         </Text>
 
@@ -201,7 +199,7 @@ export function ModelPicker({ gw, onCancel, onSelect, sessionId, t }: ModelPicke
           return row ? (
             <Text
               bold={providerIdx === idx}
-              color={providerIdx === idx ? t.color.amber : t.color.dim}
+              color={providerIdx === idx ? t.color.accent : t.color.muted}
               inverse={providerIdx === idx}
               key={providers[idx]?.slug ?? `row-${idx}`}
               wrap="truncate-end"
@@ -210,17 +208,17 @@ export function ModelPicker({ gw, onCancel, onSelect, sessionId, t }: ModelPicke
               {i + 1}. {row}
             </Text>
           ) : (
-            <Text color={t.color.dim} key={`pad-${i}`} wrap="truncate-end">
+            <Text color={t.color.muted} key={`pad-${i}`} wrap="truncate-end">
               {' '}
             </Text>
           )
         })}
 
-        <Text color={t.color.dim} wrap="truncate-end">
+        <Text color={t.color.muted} wrap="truncate-end">
           {offset + VISIBLE < rows.length ? ` ↓ ${rows.length - offset - VISIBLE} more` : ' '}
         </Text>
 
-        <Text color={t.color.dim} wrap="truncate-end">
+        <Text color={t.color.muted} wrap="truncate-end">
           persist: {persistGlobal ? 'global' : 'session'} · g toggle
         </Text>
         <OverlayHint t={t}>↑/↓ select · Enter choose · 1-9,0 quick · Esc/q cancel</OverlayHint>
@@ -232,17 +230,17 @@ export function ModelPicker({ gw, onCancel, onSelect, sessionId, t }: ModelPicke
 
   return (
     <Box flexDirection="column" width={width}>
-      <Text bold color={t.color.amber} wrap="truncate-end">
+      <Text bold color={t.color.accent} wrap="truncate-end">
         Select model (step 2/2)
       </Text>
 
-      <Text color={t.color.dim} wrap="truncate-end">
+      <Text color={t.color.muted} wrap="truncate-end">
         {names[providerIdx] || '(unknown provider)'} · Esc back
       </Text>
       <Text color={t.color.label} wrap="truncate-end">
         {provider?.warning ? `warning: ${provider.warning}` : ' '}
       </Text>
-      <Text color={t.color.dim} wrap="truncate-end">
+      <Text color={t.color.muted} wrap="truncate-end">
         {offset > 0 ? ` ↑ ${offset} more` : ' '}
       </Text>
 
@@ -252,11 +250,11 @@ export function ModelPicker({ gw, onCancel, onSelect, sessionId, t }: ModelPicke
 
         if (!row) {
           return !models.length && i === 0 ? (
-            <Text color={t.color.dim} key="empty" wrap="truncate-end">
+            <Text color={t.color.muted} key="empty" wrap="truncate-end">
               no models listed for this provider
             </Text>
           ) : (
-            <Text color={t.color.dim} key={`pad-${i}`} wrap="truncate-end">
+            <Text color={t.color.muted} key={`pad-${i}`} wrap="truncate-end">
               {' '}
             </Text>
           )
@@ -267,7 +265,7 @@ export function ModelPicker({ gw, onCancel, onSelect, sessionId, t }: ModelPicke
         return (
           <Text
             bold={modelIdx === idx}
-            color={modelIdx === idx ? t.color.amber : t.color.dim}
+            color={modelIdx === idx ? t.color.accent : t.color.muted}
             inverse={modelIdx === idx}
             key={`${provider?.slug ?? 'prov'}:${idx}:${row}`}
             wrap="truncate-end"
@@ -278,11 +276,11 @@ export function ModelPicker({ gw, onCancel, onSelect, sessionId, t }: ModelPicke
         )
       })}
 
-      <Text color={t.color.dim} wrap="truncate-end">
+      <Text color={t.color.muted} wrap="truncate-end">
         {offset + VISIBLE < models.length ? ` ↓ ${models.length - offset - VISIBLE} more` : ' '}
       </Text>
 
-      <Text color={t.color.dim} wrap="truncate-end">
+      <Text color={t.color.muted} wrap="truncate-end">
         persist: {persistGlobal ? 'global' : 'session'} · g toggle
       </Text>
       <OverlayHint t={t}>

ui-tui/src/components/overlayControls.tsx

@@ -20,7 +20,7 @@ export function useOverlayKeys({ disabled = false, onBack, onClose }: OverlayKey
 
 export function OverlayHint({ children, t }: OverlayHintProps) {
   return (
-    <Text color={t.color.dim} wrap="truncate-end">
+    <Text color={t.color.muted} wrap="truncate-end">
       {children}
     </Text>
   )

ui-tui/src/components/overlayGrid.tsx

@@ -0,0 +1,79 @@
+import { Box, Text } from '@hermes/ink'
+import type { ReactNode } from 'react'
+
+import type { Theme } from '../theme.js'
+
+const GAP = 2
+
+export function OverlayGrid({ borderColor, footer, maxHeight, panels, t, width }: OverlayGridProps) {
+  const visible = panels.filter(p => p.content)
+  const innerWidth = Math.max(20, width - 4)
+  const innerHeight = maxHeight ? Math.max(1, maxHeight - 2) : undefined
+  const panelHeight = innerHeight ? Math.max(1, innerHeight - (footer ? 1 : 0)) : undefined
+  const gapTotal = Math.max(0, visible.length - 1) * GAP
+  const usable = Math.max(1, innerWidth - gapTotal)
+  const growTotal = visible.reduce((sum, p) => sum + (p.grow ?? 1), 0) || 1
+  let used = 0
+
+  return (
+    <Box
+      alignSelf="flex-start"
+      borderColor={borderColor}
+      borderStyle="double"
+      flexDirection="column"
+      marginTop={1}
+      opaque
+      paddingX={1}
+      width={width}
+    >
+      <Box flexDirection="row">
+        {visible.map((panel, i) => {
+          const last = i === visible.length - 1
+          const panelWidth = last
+            ? Math.max(1, usable - used)
+            : Math.max(1, Math.floor((usable * (panel.grow ?? 1)) / growTotal))
+          used += panelWidth
+
+          return (
+            <Box flexDirection="row" key={panel.id}>
+              <Box flexDirection="column" flexShrink={0} width={panelWidth}>
+                {panel.title ? (
+                  <Text bold color={t.color.accent}>
+                    {panel.title}
+                  </Text>
+                ) : null}
+                <Box
+                  flexDirection="column"
+                  height={panelHeight ? Math.max(1, panelHeight - (panel.title ? 1 : 0) - (panel.footer ? 1 : 0)) : undefined}
+                  overflow="hidden"
+                >
+                  {panel.content}
+                </Box>
+                {panel.footer ? <Box flexDirection="column">{panel.footer}</Box> : null}
+              </Box>
+              {!last ? <Box flexShrink={0} width={GAP} /> : null}
+            </Box>
+          )
+        })}
+      </Box>
+      {footer ? <Box flexDirection="column">{footer}</Box> : null}
+    </Box>
+  )
+}
+
+export interface OverlayGridPanel {
+  content: ReactNode
+  footer?: ReactNode
+  grow?: number
+  id: string
+  title?: string
+}
+
+interface OverlayGridProps {
+  borderColor: string
+  footer?: ReactNode
+  maxHeight?: number
+  panels: OverlayGridPanel[]
+  t: Theme
+  width: number
+}

ui-tui/src/components/prompts.tsx

@@ -48,13 +48,13 @@ export function ApprovalPrompt({ onChoice, req, t }: ApprovalPromptProps) {
 
       <Box flexDirection="column" paddingLeft={1}>
         {shown.map((line, i) => (
-          <Text color={t.color.cornsilk} key={i} wrap="truncate-end">
+          <Text color={t.color.text} key={i} wrap="truncate-end">
             {line || ' '}
           </Text>
         ))}
 
         {overflow > 0 ? (
-          <Text color={t.color.dim}>
+          <Text color={t.color.muted}>
             … +{overflow} more line{overflow === 1 ? '' : 's'} (full text above)
           </Text>
         ) : null}
@@ -64,14 +64,14 @@ export function ApprovalPrompt({ onChoice, req, t }: ApprovalPromptProps) {
 
       {OPTS.map((o, i) => (
         <Text key={o}>
-          <Text bold={sel === i} color={sel === i ? t.color.warn : t.color.dim} inverse={sel === i}>
+          <Text bold={sel === i} color={sel === i ? t.color.warn : t.color.muted} inverse={sel === i}>
             {sel === i ? '▸ ' : '  '}
             {i + 1}. {LABELS[o]}
           </Text>
         </Text>
       ))}
 
-      <Text color={t.color.dim}>↑/↓ select · Enter confirm · 1-4 quick pick · Ctrl+C deny</Text>
+      <Text color={t.color.muted}>↑/↓ select · Enter confirm · 1-4 quick pick · Ctrl+C deny</Text>
     </Box>
   )
 }
@@ -84,8 +84,8 @@ export function ClarifyPrompt({ cols = 80, onAnswer, onCancel, req, t }: Clarify
 
   const heading = (
     <Text bold>
-      <Text color={t.color.amber}>ask</Text>
+      <Text color={t.color.accent}>ask</Text>
-      <Text color={t.color.cornsilk}> {req.question}</Text>
+      <Text color={t.color.text}> {req.question}</Text>
     </Text>
   )
 
@@ -129,7 +129,7 @@ export function ClarifyPrompt({ cols = 80, onAnswer, onCancel, req, t }: Clarify
           <TextInput columns={Math.max(20, cols - 6)} onChange={setCustom} onSubmit={onAnswer} value={custom} />
         </Box>
 
-        <Text color={t.color.dim}>
+        <Text color={t.color.muted}>
           Enter send · Esc {choices.length ? 'back' : 'cancel'} ·{' '}
           {isMac ? 'Cmd+C copy · Cmd+V paste · Ctrl+C cancel' : 'Ctrl+C cancel'}
         </Text>
@@ -143,14 +143,14 @@ export function ClarifyPrompt({ cols = 80, onAnswer, onCancel, req, t }: Clarify
 
       {[...choices, 'Other (type your answer)'].map((c, i) => (
         <Text key={i}>
-          <Text bold={sel === i} color={sel === i ? t.color.label : t.color.dim} inverse={sel === i}>
+          <Text bold={sel === i} color={sel === i ? t.color.label : t.color.muted} inverse={sel === i}>
             {sel === i ? '▸ ' : '  '}
             {i + 1}. {c}
           </Text>
         </Text>
       ))}
 
-      <Text color={t.color.dim}>↑/↓ select · Enter confirm · 1-{choices.length} quick pick · Esc/Ctrl+C cancel</Text>
+      <Text color={t.color.muted}>↑/↓ select · Enter confirm · 1-{choices.length} quick pick · Esc/Ctrl+C cancel</Text>
     </Box>
   )
 }
@@ -185,8 +185,8 @@ export function ConfirmPrompt({ onCancel, onConfirm, req, t }: ConfirmPromptProp
   const accent = req.danger ? t.color.error : t.color.warn
 
   const rows = [
-    { color: t.color.cornsilk, label: req.cancelLabel ?? 'No' },
+    { color: t.color.text, label: req.cancelLabel ?? 'No' },
-    { color: req.danger ? t.color.error : t.color.cornsilk, label: req.confirmLabel ?? 'Yes' }
+    { color: req.danger ? t.color.error : t.color.text, label: req.confirmLabel ?? 'Yes' }
   ]
 
   return (
@@ -197,7 +197,7 @@ export function ConfirmPrompt({ onCancel, onConfirm, req, t }: ConfirmPromptProp
 
       {req.detail ? (
         <Box paddingLeft={1}>
-          <Text color={t.color.cornsilk} wrap="truncate-end">
+          <Text color={t.color.text} wrap="truncate-end">
             {req.detail}
           </Text>
         </Box>
@@ -207,12 +207,12 @@ export function ConfirmPrompt({ onCancel, onConfirm, req, t }: ConfirmPromptProp
 
       {rows.map((row, i) => (
         <Text key={row.label}>
-          <Text color={sel === i ? accent : t.color.dim}>{sel === i ? '▸ ' : '  '}</Text>
+          <Text color={sel === i ? accent : t.color.muted}>{sel === i ? '▸ ' : '  '}</Text>
-          <Text color={sel === i ? row.color : t.color.dim}>{row.label}</Text>
+          <Text color={sel === i ? row.color : t.color.muted}>{row.label}</Text>
         </Text>
       ))}
 
-      <Text color={t.color.dim}>↑/↓ select · Enter confirm · Y/N quick · Esc cancel</Text>
+      <Text color={t.color.muted}>↑/↓ select · Enter confirm · Y/N quick · Esc cancel</Text>
     </Box>
   )
 }

ui-tui/src/components/queuedMessages.tsx

@@ -23,14 +23,14 @@ export function QueuedMessages({ cols, queueEditIdx, queued, t }: QueuedMessages
 
   return (
     <Box flexDirection="column" marginTop={1}>
-      <Text color={t.color.dim} dimColor>
+      <Text color={t.color.muted} dimColor>
         {`queued (${queued.length})${
           queueEditIdx !== null ? ` · editing ${queueEditIdx + 1} · Ctrl+X delete · Esc cancel` : ''
         }`}
       </Text>
 
       {q.showLead && (
-        <Text color={t.color.dim} dimColor>
+        <Text color={t.color.muted} dimColor>
           {' '}
           …
         </Text>
@@ -41,14 +41,14 @@ export function QueuedMessages({ cols, queueEditIdx, queued, t }: QueuedMessages
         const active = queueEditIdx === idx
 
         return (
-          <Text color={active ? t.color.amber : t.color.dim} dimColor key={`${idx}-${item.slice(0, 16)}`}>
+          <Text color={active ? t.color.accent : t.color.muted} dimColor key={`${idx}-${item.slice(0, 16)}`}>
             {active ? '▸' : ' '} {idx + 1}. {compactPreview(item, Math.max(16, cols - 10))}
           </Text>
         )
       })}
 
       {q.showTail && (
-        <Text color={t.color.dim} dimColor>
+        <Text color={t.color.muted} dimColor>
           {'  '}…and {queued.length - q.end} more
         </Text>
       )}

ui-tui/src/components/sessionPicker.tsx

@@ -80,7 +80,7 @@ export function SessionPicker({ gw, onCancel, onSelect, t }: SessionPickerProps)
   })
 
   if (loading) {
-    return <Text color={t.color.dim}>loading sessions…</Text>
+    return <Text color={t.color.muted}>loading sessions…</Text>
   }
 
   if (err) {
@@ -95,7 +95,7 @@ export function SessionPicker({ gw, onCancel, onSelect, t }: SessionPickerProps)
   if (!items.length) {
     return (
       <Box flexDirection="column">
-        <Text color={t.color.dim}>no previous sessions</Text>
+        <Text color={t.color.muted}>no previous sessions</Text>
         <OverlayHint t={t}>Esc/q cancel</OverlayHint>
       </Box>
     )
@@ -105,11 +105,11 @@ export function SessionPicker({ gw, onCancel, onSelect, t }: SessionPickerProps)
 
   return (
     <Box flexDirection="column" width={width}>
-      <Text bold color={t.color.amber}>
+      <Text bold color={t.color.accent}>
         Resume Session
       </Text>
 
-      {offset > 0 && <Text color={t.color.dim}> ↑ {offset} more</Text>}
+      {offset > 0 && <Text color={t.color.muted}> ↑ {offset} more</Text>}
 
       {items.slice(offset, offset + VISIBLE).map((s, vi) => {
         const i = offset + vi
@@ -117,30 +117,30 @@ export function SessionPicker({ gw, onCancel, onSelect, t }: SessionPickerProps)
 
         return (
           <Box key={s.id}>
-            <Text bold={selected} color={selected ? t.color.amber : t.color.dim} inverse={selected}>
+            <Text bold={selected} color={selected ? t.color.accent : t.color.muted} inverse={selected}>
               {selected ? '▸ ' : '  '}
             </Text>
 
             <Box width={30}>
-              <Text bold={selected} color={selected ? t.color.amber : t.color.dim} inverse={selected}>
+              <Text bold={selected} color={selected ? t.color.accent : t.color.muted} inverse={selected}>
                 {String(i + 1).padStart(2)}. [{s.id}]
               </Text>
             </Box>
 
             <Box width={30}>
-              <Text bold={selected} color={selected ? t.color.amber : t.color.dim} inverse={selected}>
+              <Text bold={selected} color={selected ? t.color.accent : t.color.muted} inverse={selected}>
                 ({s.message_count} msgs, {age(s.started_at)}, {s.source || 'tui'})
               </Text>
             </Box>
 
-            <Text bold={selected} color={selected ? t.color.amber : t.color.dim} inverse={selected} wrap="truncate-end">
+            <Text bold={selected} color={selected ? t.color.accent : t.color.muted} inverse={selected} wrap="truncate-end">
               {s.title || s.preview || '(untitled)'}
             </Text>
           </Box>
         )
       })}
 
-      {offset + VISIBLE < items.length && <Text color={t.color.dim}> ↓ {items.length - offset - VISIBLE} more</Text>}
+      {offset + VISIBLE < items.length && <Text color={t.color.muted}> ↓ {items.length - offset - VISIBLE} more</Text>}
       <OverlayHint t={t}>↑/↓ select · Enter resume · 1-9 quick · Esc/q cancel</OverlayHint>
     </Box>
   )

ui-tui/src/components/skillsHub.tsx

@@ -179,7 +179,7 @@ export function SkillsHub({ gw, onClose, t }: SkillsHubProps) {
   })
 
   if (loading) {
-    return <Text color={t.color.dim}>loading skills…</Text>
+    return <Text color={t.color.muted}>loading skills…</Text>
   }
 
   if (err && stage === 'category') {
@@ -194,7 +194,7 @@ export function SkillsHub({ gw, onClose, t }: SkillsHubProps) {
   if (!cats.length) {
     return (
       <Box flexDirection="column" width={width}>
-        <Text color={t.color.dim}>no skills available</Text>
+        <Text color={t.color.muted}>no skills available</Text>
         <OverlayHint t={t}>Esc/q cancel</OverlayHint>
       </Box>
     )
@@ -206,12 +206,12 @@ export function SkillsHub({ gw, onClose, t }: SkillsHubProps) {
 
     return (
       <Box flexDirection="column" width={width}>
-        <Text bold color={t.color.amber}>
+        <Text bold color={t.color.accent}>
           Skills Hub
         </Text>
 
-        <Text color={t.color.dim}>select a category</Text>
+        <Text color={t.color.muted}>select a category</Text>
-        {offset > 0 && <Text color={t.color.dim}> ↑ {offset} more</Text>}
+        {offset > 0 && <Text color={t.color.muted}> ↑ {offset} more</Text>}
 
         {items.map((row, i) => {
           const idx = offset + i
@@ -219,7 +219,7 @@ export function SkillsHub({ gw, onClose, t }: SkillsHubProps) {
           return (
             <Text
               bold={catIdx === idx}
-              color={catIdx === idx ? t.color.amber : t.color.dim}
+              color={catIdx === idx ? t.color.accent : t.color.muted}
               inverse={catIdx === idx}
               key={row}
               wrap="truncate-end"
@@ -230,7 +230,7 @@ export function SkillsHub({ gw, onClose, t }: SkillsHubProps) {
           )
         })}
 
-        {offset + VISIBLE < rows.length && <Text color={t.color.dim}> ↓ {rows.length - offset - VISIBLE} more</Text>}
+        {offset + VISIBLE < rows.length && <Text color={t.color.muted}> ↓ {rows.length - offset - VISIBLE} more</Text>}
         <OverlayHint t={t}>↑/↓ select · Enter open · 1-9,0 quick · Esc/q cancel</OverlayHint>
       </Box>
     )
@@ -241,13 +241,13 @@ export function SkillsHub({ gw, onClose, t }: SkillsHubProps) {
 
     return (
       <Box flexDirection="column" width={width}>
-        <Text bold color={t.color.amber}>
+        <Text bold color={t.color.accent}>
           {selectedCat}
         </Text>
 
-        <Text color={t.color.dim}>{skills.length} skill(s)</Text>
+        <Text color={t.color.muted}>{skills.length} skill(s)</Text>
-        {!skills.length ? <Text color={t.color.dim}>no skills in this category</Text> : null}
+        {!skills.length ? <Text color={t.color.muted}>no skills in this category</Text> : null}
-        {offset > 0 && <Text color={t.color.dim}> ↑ {offset} more</Text>}
+        {offset > 0 && <Text color={t.color.muted}> ↑ {offset} more</Text>}
 
         {items.map((row, i) => {
           const idx = offset + i
@@ -255,7 +255,7 @@ export function SkillsHub({ gw, onClose, t }: SkillsHubProps) {
           return (
             <Text
               bold={skillIdx === idx}
-              color={skillIdx === idx ? t.color.amber : t.color.dim}
+              color={skillIdx === idx ? t.color.accent : t.color.muted}
               inverse={skillIdx === idx}
               key={row}
               wrap="truncate-end"
@@ -267,7 +267,7 @@ export function SkillsHub({ gw, onClose, t }: SkillsHubProps) {
         })}
 
         {offset + VISIBLE < skills.length && (
-          <Text color={t.color.dim}> ↓ {skills.length - offset - VISIBLE} more</Text>
+          <Text color={t.color.muted}> ↓ {skills.length - offset - VISIBLE} more</Text>
         )}
         <OverlayHint t={t}>
           {skills.length ? '↑/↓ select · Enter open · 1-9,0 quick · Esc back · q close' : 'Esc back · q close'}
@@ -278,16 +278,16 @@ export function SkillsHub({ gw, onClose, t }: SkillsHubProps) {
 
   return (
     <Box flexDirection="column" width={width}>
-      <Text bold color={t.color.amber}>
+      <Text bold color={t.color.accent}>
         {info?.name ?? skillName}
       </Text>
 
-      <Text color={t.color.dim}>{info?.category ?? selectedCat}</Text>
+      <Text color={t.color.muted}>{info?.category ?? selectedCat}</Text>
-      {info?.description ? <Text color={t.color.cornsilk}>{info.description}</Text> : null}
+      {info?.description ? <Text color={t.color.text}>{info.description}</Text> : null}
-      {info?.path ? <Text color={t.color.dim}>path: {info.path}</Text> : null}
+      {info?.path ? <Text color={t.color.muted}>path: {info.path}</Text> : null}
-      {!info && !err ? <Text color={t.color.dim}>loading…</Text> : null}
+      {!info && !err ? <Text color={t.color.muted}>loading…</Text> : null}
       {err ? <Text color={t.color.label}>error: {err}</Text> : null}
-      {installing ? <Text color={t.color.amber}>installing…</Text> : null}
+      {installing ? <Text color={t.color.accent}>installing…</Text> : null}
 
       <OverlayHint t={t}>i reinspect · x reinstall · Enter/Esc back · q close</OverlayHint>
     </Box>

ui-tui/src/components/thinking.tsx

@@ -77,7 +77,7 @@ function TreeRow({
   return (
     <Box>
       <NoSelect flexShrink={0} fromLeftEdge width={lead.length}>
-        <Text color={stemColor ?? t.color.dim} dim={stemDim}>
+        <Text color={stemColor ?? t.color.muted} dim={stemDim}>
           {lead}
         </Text>
       </NoSelect>
@@ -246,12 +246,12 @@ function Chevron({
   title: string
   tone?: 'dim' | 'error' | 'warn'
 }) {
-  const color = tone === 'error' ? t.color.error : tone === 'warn' ? t.color.warn : t.color.dim
+  const color = tone === 'error' ? t.color.error : tone === 'warn' ? t.color.warn : t.color.muted
 
   return (
     <Box onClick={(e: any) => onClick(!!e?.shiftKey || !!e?.ctrlKey)}>
       <Text color={color} dim={tone === 'dim'}>
-        <Text color={t.color.amber}>{open ? '▾ ' : '▸ '}</Text>
+        <Text color={t.color.accent}>{open ? '▾ ' : '▸ '}</Text>
         {title}
         {typeof count === 'number' ? ` (${count})` : ''}
         {suffix ? (
@@ -266,7 +266,7 @@ function Chevron({
 }
 
 function heatColor(node: SubagentNode, peak: number, theme: Theme): string | undefined {
-  const palette = [theme.color.bronze, theme.color.amber, theme.color.gold, theme.color.warn, theme.color.error]
+  const palette = [theme.color.border, theme.color.accent, theme.color.primary, theme.color.warn, theme.color.error]
   const idx = hotnessBucket(node.aggregate.hotness, peak, palette.length)
 
   // Below the median bucket we keep the default dim stem so cool branches
@@ -394,7 +394,7 @@ function SubagentAccordion({
   const hasTools = item.tools.length > 0
   const noteRows = [...(summary ? [summary] : []), ...item.notes]
   const hasNotes = noteRows.length > 0
-  const noteColor = statusTone === 'error' ? t.color.error : statusTone === 'warn' ? t.color.warn : t.color.dim
+  const noteColor = statusTone === 'error' ? t.color.error : statusTone === 'warn' ? t.color.warn : t.color.muted
 
   const sections: {
     header: ReactNode
@@ -460,10 +460,10 @@ function SubagentAccordion({
           {item.tools.map((line, index) => (
             <TreeTextRow
               branch={index === item.tools.length - 1 ? 'last' : 'mid'}
-              color={t.color.cornsilk}
+              color={t.color.text}
               content={
                 <>
-                  <Text color={t.color.amber}>● </Text>
+                  <Text color={t.color.accent}>● </Text>
                   {line}
                 </>
               }
@@ -649,22 +649,22 @@ export const Thinking = memo(function Thinking({
         {preview ? (
           mode === 'full' ? (
             lines.map((line, index) => (
-              <Text color={t.color.dim} key={index} wrap="wrap-trim">
+              <Text color={t.color.muted} key={index} wrap="wrap-trim">
                 {line || ' '}
                 {index === lines.length - 1 ? (
-                  <StreamCursor color={t.color.dim} streaming={streaming} visible={active} />
+                  <StreamCursor color={t.color.muted} streaming={streaming} visible={active} />
                 ) : null}
               </Text>
             ))
           ) : (
-            <Text color={t.color.dim} wrap="truncate-end">
+            <Text color={t.color.muted} wrap="truncate-end">
               {preview}
-              <StreamCursor color={t.color.dim} streaming={streaming} visible={active} />
+              <StreamCursor color={t.color.muted} streaming={streaming} visible={active} />
             </Text>
           )
         ) : (
-          <Text color={t.color.dim}>
+          <Text color={t.color.muted}>
-            <StreamCursor color={t.color.dim} streaming={streaming} visible={active} />
+            <StreamCursor color={t.color.muted} streaming={streaming} visible={active} />
           </Text>
         )}
       </Box>
@@ -792,7 +792,7 @@ export const ToolTrail = memo(function ToolTrail({
 
     if (parsed) {
       groups.push({
-        color: parsed.mark === '✗' ? t.color.error : t.color.cornsilk,
+        color: parsed.mark === '✗' ? t.color.error : t.color.text,
         content: parsed.call,
         details: [],
         key: `tr-${i}`,
@@ -801,7 +801,7 @@ export const ToolTrail = memo(function ToolTrail({
 
       if (parsed.detail) {
         pushDetail({
-          color: parsed.mark === '✗' ? t.color.error : t.color.dim,
+          color: parsed.mark === '✗' ? t.color.error : t.color.muted,
           content: parsed.detail,
           dimColor: parsed.mark !== '✗',
           key: `tr-${i}-d`
@@ -815,9 +815,9 @@ export const ToolTrail = memo(function ToolTrail({
       const label = toolTrailLabel(line.slice(9).replace(/…$/, '').trim())
 
       groups.push({
-        color: t.color.cornsilk,
+        color: t.color.text,
         content: label,
-        details: [{ color: t.color.dim, content: 'drafting...', dimColor: true, key: `tr-${i}-d` }],
+        details: [{ color: t.color.muted, content: 'drafting...', dimColor: true, key: `tr-${i}-d` }],
         key: `tr-${i}`,
         label
       })
@@ -827,12 +827,12 @@ export const ToolTrail = memo(function ToolTrail({
 
     if (line === 'analyzing tool output…') {
       pushDetail({
-        color: t.color.dim,
+        color: t.color.muted,
         dimColor: true,
         key: `tr-${i}`,
         content: groups.length ? (
           <>
-            <Spinner color={t.color.amber} variant="think" /> {line}
+            <Spinner color={t.color.accent} variant="think" /> {line}
           </>
         ) : (
           line
@@ -842,20 +842,20 @@ export const ToolTrail = memo(function ToolTrail({
       continue
     }
 
-    meta.push({ color: t.color.dim, content: line, dimColor: true, key: `tr-${i}` })
+    meta.push({ color: t.color.muted, content: line, dimColor: true, key: `tr-${i}` })
   }
 
   for (const tool of tools) {
     const label = formatToolCall(tool.name, tool.context || '')
 
     groups.push({
-      color: t.color.cornsilk,
+      color: t.color.text,
       key: tool.id,
       label,
       details: [],
       content: (
         <>
-          <Spinner color={t.color.amber} variant="tool" /> {label}
+          <Spinner color={t.color.accent} variant="tool" /> {label}
           {tool.startedAt ? ` (${fmtElapsed(now - tool.startedAt)})` : ''}
         </>
       )
@@ -864,7 +864,7 @@ export const ToolTrail = memo(function ToolTrail({
 
   for (const item of activity.slice(-4)) {
     const glyph = item.tone === 'error' ? '✗' : item.tone === 'warn' ? '!' : '·'
-    const color = item.tone === 'error' ? t.color.error : item.tone === 'warn' ? t.color.warn : t.color.dim
+    const color = item.tone === 'error' ? t.color.error : item.tone === 'warn' ? t.color.warn : t.color.muted
     meta.push({ color, content: `${glyph} ${item.text}`, dimColor: item.tone === 'info', key: `a-${item.id}` })
   }
 
@@ -998,14 +998,14 @@ export const ToolTrail = memo(function ToolTrail({
             }
           }}
         >
-          <Text color={t.color.dim} dim={!thinkingLive}>
+          <Text color={t.color.muted} dim={!thinkingLive}>
-            <Text color={t.color.amber}>{openThinking ? '▾ ' : '▸ '}</Text>
+            <Text color={t.color.accent}>{openThinking ? '▾ ' : '▸ '}</Text>
             {thinkingLive ? (
-              <Text bold color={t.color.cornsilk}>
+              <Text bold color={t.color.text}>
                 Thinking
               </Text>
             ) : (
-              <Text color={t.color.dim} dim>
+              <Text color={t.color.muted} dim>
                 Thinking
               </Text>
             )}
@@ -1068,7 +1068,7 @@ export const ToolTrail = memo(function ToolTrail({
                   color={group.color}
                   content={
                     <>
-                      <Text color={t.color.amber}>● </Text>
+                      <Text color={t.color.accent}>● </Text>
                       {toolLabel(group)}
                     </>
                   }
@@ -1182,7 +1182,7 @@ export const ToolTrail = memo(function ToolTrail({
           color={t.color.statusFg}
           content={
             <>
-              <Text color={t.color.amber}>Σ </Text>
+              <Text color={t.color.accent}>Σ </Text>
               {totalTokensLabel}
             </>
           }
@@ -1192,7 +1192,7 @@ export const ToolTrail = memo(function ToolTrail({
       ) : null}
       {outcome ? (
         <Box marginTop={1}>
-          <Text color={t.color.dim} dim>
+          <Text color={t.color.muted} dim>
             · {outcome}
           </Text>
         </Box>

ui-tui/src/components/todoPanel.tsx

@@ -9,7 +9,7 @@ import type { TodoItem } from '../types.js'
 const rowColor = (t: Theme, status: TodoItem['status']) => {
   const tone = todoTone(status)
 
-  return tone === 'active' ? t.color.cornsilk : tone === 'body' ? t.color.statusFg : t.color.dim
+  return tone === 'active' ? t.color.text : tone === 'body' ? t.color.statusFg : t.color.muted
 }
 
 export const TodoPanel = memo(function TodoPanel({
@@ -56,16 +56,16 @@ export const TodoPanel = memo(function TodoPanel({
   return (
     <Box flexDirection="column" marginBottom={1}>
       <Box onClick={handleToggle}>
-        <Text color={t.color.dim}>
+        <Text color={t.color.muted}>
-          <Text color={t.color.amber}>{effectiveCollapsed ? '▸ ' : '▾ '}</Text>
+          <Text color={t.color.accent}>{effectiveCollapsed ? '▸ ' : '▾ '}</Text>
-          <Text bold color={t.color.cornsilk}>
+          <Text bold color={t.color.text}>
             Todo
           </Text>{' '}
           <Text color={t.color.statusFg} dim>
             ({done}/{todos.length})
           </Text>
           {incomplete && pending > 0 && (
-            <Text color={t.color.dim} dim>
+            <Text color={t.color.muted} dim>
               {' '}
               · incomplete · {pending} still {pending === 1 ? 'pending' : 'pending/in_progress'}
             </Text>

ui-tui/src/domain/roles.ts

@@ -2,8 +2,8 @@ import type { Theme } from '../theme.js'
 import type { Role } from '../types.js'
 
 export const ROLE: Record<Role, (t: Theme) => { body: string; glyph: string; prefix: string }> = {
-  assistant: t => ({ body: t.color.cornsilk, glyph: t.brand.tool, prefix: t.color.bronze }),
+  assistant: t => ({ body: t.color.text, glyph: t.brand.tool, prefix: t.color.border }),
-  system: t => ({ body: '', glyph: '·', prefix: t.color.dim }),
+  system: t => ({ body: '', glyph: '·', prefix: t.color.muted }),
-  tool: t => ({ body: t.color.dim, glyph: '⚡', prefix: t.color.dim }),
+  tool: t => ({ body: t.color.muted, glyph: '⚡', prefix: t.color.muted }),
   user: t => ({ body: t.color.label, glyph: t.brand.prompt, prefix: t.color.label })
 }

ui-tui/src/gatewayTypes.ts

@@ -418,6 +418,11 @@ export type GatewayEvent =
   | { payload?: GatewaySkin; session_id?: string; type: 'skin.changed' }
   | { payload: SessionInfo; session_id?: string; type: 'session.info' }
   | { payload?: { text?: string }; session_id?: string; type: 'thinking.delta' }
+  | {
+      payload?: { source?: string; summary?: string; title?: string; type?: string; verb?: string; via?: string }
+      session_id?: string
+      type: 'learning.event'
+    }
   | { payload?: undefined; session_id?: string; type: 'message.start' }
   | { payload?: { kind?: string; text?: string }; session_id?: string; type: 'status.update' }
   | { payload?: { state?: 'idle' | 'listening' | 'transcribing' }; session_id?: string; type: 'voice.status' }
@@ -463,7 +468,13 @@ export type GatewayEvent =
   | { payload: SubagentEventPayload; session_id?: string; type: 'subagent.complete' }
   | { payload: { rendered?: string; text?: string }; session_id?: string; type: 'message.delta' }
   | {
-      payload?: { reasoning?: string; rendered?: string; text?: string; usage?: Usage }
+      payload?: {
+        learning_events?: { source?: string; summary?: string; title?: string; type?: string; verb?: string; via?: string }[]
+        reasoning?: string
+        rendered?: string
+        text?: string
+        usage?: Usage
+      }
       session_id?: string
       type: 'message.complete'
     }

ui-tui/src/lib/syntax.ts

@@ -80,7 +80,7 @@ export function highlightLine(line: string, lang: string, t: Theme): Token[] {
   }
 
   if (spec.comment && line.trimStart().startsWith(spec.comment)) {
-    return [[t.color.dim, line]]
+    return [[t.color.muted, line]]
   }
 
   const tokens: Token[] = []
@@ -97,11 +97,11 @@ export function highlightLine(line: string, lang: string, t: Theme): Token[] {
     const ch = tok[0]!
 
     if (ch === '"' || ch === "'" || ch === '`') {
-      tokens.push([t.color.amber, tok])
+      tokens.push([t.color.accent, tok])
     } else if (ch >= '0' && ch <= '9') {
-      tokens.push([t.color.cornsilk, tok])
+      tokens.push([t.color.text, tok])
     } else if (spec.keywords.has(tok)) {
-      tokens.push([t.color.bronze, tok])
+      tokens.push([t.color.border, tok])
     } else {
       tokens.push(['', tok])
     }

ui-tui/src/theme.ts

@@ -1,9 +1,9 @@
 export interface ThemeColors {
-  gold: string
+  primary: string
-  amber: string
+  accent: string
-  bronze: string
+  border: string
-  cornsilk: string
+  text: string
-  dim: string
+  muted: string
   completionBg: string
   completionCurrentBg: string
 
@@ -88,18 +88,26 @@ const BRAND: ThemeBrand = {
   helpHeader: '(^_^)? Commands'
 }
 
+const cleanPromptSymbol = (s: string | undefined, fallback: string) => {
+  const cleaned = String(s ?? '')
+    .replace(/\s+/g, ' ')
+    .trim()
+
+  return cleaned || fallback
+}
+
 export const DARK_THEME: Theme = {
   color: {
-    gold: '#FFD700',
+    primary: '#FFD700',
-    amber: '#FFBF00',
+    accent: '#FFBF00',
-    bronze: '#CD7F32',
+    border: '#CD7F32',
-    cornsilk: '#FFF8DC',
+    text: '#FFF8DC',
+    muted: '#CC9B1F',
     // Bumped from the old `#B8860B` darkgoldenrod (~53% luminance) which
     // read as barely-visible on dark terminals for long body text.  The
     // new value sits ~60% luminance — readable without losing the "muted /
     // secondary" semantic.  Field labels still use `label` (65%) which
     // stays brighter so hierarchy holds.
-    dim: '#CC9B1F',
     completionBg: '#FFFFFF',
     completionCurrentBg: mix('#FFFFFF', '#FFBF00', 0.25),
 
@@ -141,11 +149,11 @@ export const DARK_THEME: Theme = {
 // cleanly (#11300).
 export const LIGHT_THEME: Theme = {
   color: {
-    gold: '#8B6914',
+    primary: '#8B6914',
-    amber: '#A0651C',
+    accent: '#A0651C',
-    bronze: '#7A4F1F',
+    border: '#7A4F1F',
-    cornsilk: '#3D2F13',
+    text: '#3D2F13',
-    dim: '#7A5A0F',
+    muted: '#7A5A0F',
     completionBg: '#F5F5F5',
     completionCurrentBg: mix('#F5F5F5', '#A0651C', 0.25),
 
@@ -213,19 +221,19 @@ export function fromSkin(
   const d = DEFAULT_THEME
   const c = (k: string) => colors[k]
 
-  const amber = c('ui_accent') ?? c('banner_accent') ?? d.color.amber
+  const accent = c('ui_accent') ?? c('banner_accent') ?? d.color.accent
-  const accent = c('banner_accent') ?? c('banner_title') ?? d.color.amber
+  const bannerAccent = c('banner_accent') ?? c('banner_title') ?? d.color.accent
-  const dim = c('banner_dim') ?? d.color.dim
+  const muted = c('banner_dim') ?? d.color.muted
 
   return {
     color: {
-      gold: c('banner_title') ?? d.color.gold,
+      primary: c('ui_primary') ?? c('banner_title') ?? d.color.primary,
-      amber,
+      accent,
-      bronze: c('banner_border') ?? d.color.bronze,
+      border: c('ui_border') ?? c('banner_border') ?? d.color.border,
-      cornsilk: c('banner_text') ?? d.color.cornsilk,
+      text: c('ui_text') ?? c('banner_text') ?? d.color.text,
-      dim,
+      muted,
-      completionBg: c('completion_menu_bg') ?? '#FFFFFF',
+      completionBg: c('completion_menu_bg') ?? d.color.completionBg,
-      completionCurrentBg: c('completion_menu_current_bg') ?? mix('#FFFFFF', accent, 0.25),
+      completionCurrentBg: c('completion_menu_current_bg') ?? mix(d.color.completionBg, bannerAccent, 0.25),
 
       label: c('ui_label') ?? d.color.label,
       ok: c('ui_ok') ?? d.color.ok,
@@ -233,8 +241,8 @@ export function fromSkin(
       warn: c('ui_warn') ?? d.color.warn,
 
       prompt: c('prompt') ?? c('banner_text') ?? d.color.prompt,
-      sessionLabel: c('session_label') ?? dim,
+      sessionLabel: c('session_label') ?? muted,
-      sessionBorder: c('session_border') ?? dim,
+      sessionBorder: c('session_border') ?? muted,
 
       statusBg: d.color.statusBg,
       statusFg: d.color.statusFg,
@@ -254,7 +262,7 @@ export function fromSkin(
     brand: {
       name: branding.agent_name ?? d.brand.name,
       icon: d.brand.icon,
-      prompt: branding.prompt_symbol ?? d.brand.prompt,
+      prompt: cleanPromptSymbol(branding.prompt_symbol, d.brand.prompt),
       welcome: branding.welcome ?? d.brand.welcome,
       goodbye: branding.goodbye ?? d.brand.goodbye,
       tool: toolPrefix || d.brand.tool,

ui-tui/src/types.ts

@@ -108,7 +108,7 @@ export interface ClarifyReq {
 
 export interface Msg {
   info?: SessionInfo
-  kind?: 'diff' | 'intro' | 'panel' | 'slash' | 'trail'
+  kind?: 'diff' | 'intro' | 'learning' | 'panel' | 'slash' | 'trail'
   panelData?: PanelData
   role: Role
   text: string
@@ -148,6 +148,7 @@ export interface SessionInfo {
   reasoning_effort?: string
   service_tier?: string
   release_date?: string
+  learning?: LearningSummary
   skills: Record<string, string[]>
   tools: Record<string, string[]>
   update_behind?: number | null
@@ -156,6 +157,12 @@ export interface SessionInfo {
   version?: string
 }
 
+export interface LearningSummary {
+  counts?: Record<string, number>
+  inventory?: { skills?: number }
+  total?: number
+}
+
 export interface Usage {
   calls: number
   context_max?: number