Provide comprehensive guidance for AI assistants working on the codebase:
- Project overview and architecture
- Development setup commands
- Python code style (type hints, path handling, formatting)
- Environment variable conventions
- Testing guidelines
- Git and PR conventions
- Common task patterns
