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docs: document agent package in CLAUDE.md

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worldmozara
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@@ -50,6 +50,13 @@ TOML load/store (`ConfigStore`): `[providers]` tagged union presets, `[database]
Async SQLAlchemy + aiosqlite. `MemoryStore`: schema init, default local user, sessions, messages stored as msgspec chat message JSON. Async SQLAlchemy + aiosqlite. `MemoryStore`: schema init, default local user, sessions, messages stored as msgspec chat message JSON.
### Agent (`agent/`)
- **`ChatClient`** Protocol for `chat_completions`.
- **`@tool` / `ToolRegistry`**: decorator infers JSON Schema from type hints; execute tools by name.
- **`run_chat_loop`**: multi-round tool loop, yields `AgentEvent` stream.
- **`ChatAgent`**: wrapper with optional `MemoryStore` bind (load/append messages).
### Composition utility: `Forward` descriptor ### Composition utility: `Forward` descriptor
`utils/components.py` — `Forward[T]` / `forward()` for attribute forwarding on composed objects. `utils/components.py` — `Forward[T]` / `forward()` for attribute forwarding on composed objects.