pep8

To enforce PEP 8 and type hints across Python 3.11 code, run automated style checks using ruff, pycodestyle, and mypy. The skill applies PEP 484/585 and PEP 604 modern typing standards while validating formatting and docstrings.

Automating Python 3.11 type hint and docstring checks in CI involves running scripts that validate Google-style docstrings and mypy typing patterns. This catches style issues early during PR reviews and reduces code-review churn.

You can auto-fix PEP 8 formatting issues and enforce consistent imports by running the provided shell scripts. Executing fix_style.sh applies automatic corrections to the source directory, ensuring standardized Python code formatting.

This Python linting approach fully supports modern typing patterns including PEP 604 union types and PEP 484/585. It enforces these 3.11+ features alongside PEP 257 docstrings to improve codebase maintainability and readability.

Yes, you need ruff, pycodestyle, and mypy installed to enforce Python 3.11 coding standards. These tools power the underlying scripts that validate type hints, formatting, and PEP 8 conformance across your project.

You need to enforce Python 3.11 coding standards during a migration to ensure new code follows standardized guidelines automatically. Applying these checks during local development and code reviews prevents legacy patterns from entering the updated codebase.