#code-quality (6)

Cheat sheets (6)

black — The Uncompromising Python Formatter

Package-level reference for black on PyPI — install variants, version policy, the [d] and [jupyter] extras, and how it relates to ruff format.

pip package formatting code-quality

pre-commit — Multi-Language Git-Hook Framework

Package-level reference for pre-commit on PyPI — install variants, hook-pinning model, and how it composes with ruff, black, and mypy.

pip package git-hooks code-quality

ruff — Rust-Powered Python Linter & Formatter

Package-level reference for ruff on PyPI — install variants, fast-moving version policy, and how a single binary subsumes flake8, isort, pyupgrade, and black.

pip package linting formatting code-quality

pre-commit — Git Hooks for Linters and Formatters

Run linters, formatters, and validators automatically on every git commit. Covers .pre-commit-config.yaml, essential hooks (ruff, mypy, check-yaml), autoupdate, and CI integration.

python pre-commit git-hooks workflow ci code-quality tooling

black — Python Code Formatter

Format Python code consistently with black. Covers installation, configuration, editor integration, and how it compares to ruff format.

python black formatting code-quality tools

ruff — Fast Linter & Formatter

Lint and format Python code with ruff — a single Rust-powered tool that replaces flake8, isort, and black. Covers configuration, rule selection, and CI usage.

python ruff linting formatting code-quality tools