Implements concise, streamlined Python code matching exact architect specifications. Use when writing Python code, creating modules, or when the user asks to implement features in Python.
Target: $ARGUMENTS
Creates focused, streamlined Python implementations following architect specifications exactly. No over-engineering.
See docs/best-practices/python-best-practices.md for comprehensive Python guidelines.
src/ structuremake validate and fix all issuesSimple Tasks: Minimal functions, basic error handling, lightweight dependencies, focused tests
Complex Tasks: Class-based architecture, comprehensive validation, necessary dependencies, full test coverage
Always: Use existing project patterns, pass make validate
Simple Tasks: Minimal Python functions with basic type hints Complex Tasks: Complete modules with comprehensive testing All outputs: Concise, streamlined, no unnecessary complexity
Before completing any task:
make validate
All type checks, linting, and tests must pass.