paracle-development

To set up a Python development environment for framework contribution, install dependencies using uv. This ensures the correct toolchain is active for local testing and feature implementation.

The testing workflow for Python framework development follows TDD principles using pytest. You write tests before implementation to validate behavior and enforce robust code quality standards.

To enforce code quality when maintaining a Python codebase, use black for formatting and mypy for type checking. This ensures standards for type hints, docstrings, and error handling are met.

Yes, you can use conventional commits for Python framework maintenance. This standard is enforced to ensure clean project history and structured contributions during bug fixing and refactoring.

The best way to add a feature to an existing Python framework is creating a new branch, implementing the feature following TDD, and ensuring code meets quality standards before submitting a pull request.

Yes, you need uv to manage dependencies for Python framework development. It is the specified tool for environment setup and installing required packages for the codebase.