formatting-and-linting

To format and lint Python code using Ruff, you need a Ruff configuration file (ruff.toml) and a preconfigured workflow. The Skill then formats, checks, and clears notebook outputs via prepared uv commands.

Yes, Ruff can clean Jupyter notebook outputs before commits to keep diffs tidy. The Skill includes a preconfigured workflow specifically designed to format, check, and clear notebook outputs.

Standardizing Python formatting and linting is best achieved with Ruff-based tooling. It enforces consistent style rules and detects potential issues early, reducing style drift and keeping codebases clean.

Yes, Ruff formatting and linting works in CI pipelines and PR checks. The Skill is applicable to local development, pull request checks, and continuous integration across Python projects and notebooks.

Yes, you need a Ruff configuration file (ruff.toml) to run Python linting checks. The Skill requires this preconfigured workflow to properly format, check, and clear notebook outputs.

Python code experiences style drift without standardized formatting rules. Ruff-based tooling solves this by enforcing consistent formatting and linting across the codebase, ensuring all contributors follow the same style.