Does it enforce strict type checking?

It prefers gradual typing, focusing on adding type hints to public functions and core data structures rather than project-wide strict enforcement.

Does it support specific Python environment managers?

Yes, it is optimized to run checks via 'uv run' to ensure all tools execute within the project's specific virtual environment.

Will this skill rewrite my entire codebase at once?

No, it follows a guardrail to prioritize fixing warnings in touched code only, avoiding mass rewrites unless specifically requested.

How does this skill handle existing project configurations?

It detects existing formatters and linters and extends their configurations rather than replacing them to maintain project consistency.

What tools does it use for Python styling?

If no tools are present, it proposes a minimal, high-performance toolchain, typically featuring Ruff and Black.

Python Static Analysis & Style

Name: Python Static Analysis & Style
Author: Silviase

bySilviase

0•

Developer Tools

Standardizes Python code formatting, linting, and type checking to enhance long-term project maintainability.

The Python Static Analysis & Style skill is designed to transition research-focused Python code into a maintainable, production-ready state. It automates the setup and execution of formatters and linters, preferring modern tools like Ruff and Black while respecting existing configurations. By focusing on incremental type hinting and targeted warning resolution, the skill ensures code quality improves without causing disruptive, project-wide rewrites. It integrates seamlessly with the uv environment manager to ensure all checks run within the correct project context.

Key Features

01Intelligent toolchain detection and configuration extension

02Automated formatting using modern tools like Ruff and Black

030 GitHub stars

04Targeted linting fixes to minimize code churn

05Integrated execution via the uv environment runner

06Incremental type hinting for public APIs and data structures

Use Cases

01Modernizing Python linting and formatting toolchains

02Standardizing styling across messy research codebases

03Introducing type safety to legacy Python projects

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add silviase/default-python-project refactoring-06-static-analysis-style

For use in Claude.ai and ChatGPT

Download Skill