Files
AstrBot/astrbot/core
LIghtJUNction a306c63a92 refactor(agent): improve type safety in agent components
message.py:
- Use TypeGuard for type narrowing instead of isinstance checks
- Improve type annotations for ContentPart validation
- Add type annotations for content part registry

mcp_client.py:
- Improve type annotations and code quality

runners (base, dashscope, deerflow, dify, tool_loop):
- Add/improve type annotations
- Clean up code structure

tool.py & tool_image_cache.py:
- Improve type annotations
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