Can I use this on specific files?

Yes, you can target staged changes, unstaged changes, specific branches, or individual files for a focused review.

Does it refactor my entire project?

No, the skill focuses specifically on the changes you have made to ensure improvements remain within the scope of your current work and context.

What does 'AI slop' mean in this context?

It refers to unnecessary comments, excessive defensive checks, or inconsistent styles often found in AI-generated code that a human engineer wouldn't typically include.

How does it understand my project's style?

The skill reads the full context of any modified files to ensure its suggested fixes and style improvements align with your existing coding patterns.

Does this skill change how my code works?

No, the skill is designed to keep behavior identical while improving clarity and removing redundancy, unless it explicitly identifies and fixes a bug.

Code Quality Refiner

Name: Code Quality Refiner
Author: segersniels

bysegersniels

0•

開発者ツール

Refines uncommitted code changes by removing redundancy and improving clarity through senior-level engineering principles.

This skill acts as an automated senior engineer review for your local git changes, focusing on aggressive simplification and clarity. It scans staged or unstaged modifications to identify 'AI slop,' unnecessary abstractions, and overly complex patterns, providing direct fixes that improve code readability while ensuring functional behavior remains identical. It is particularly useful for cleaning up AI-generated code, removing redundant defensive checks, and polishing a feature branch before opening a pull request.

主な機能

01Consistency checks against existing project patterns and styles

020 GitHub stars

03Context-aware refactoring that preserves existing application behavior

04Detection and removal of AI-generated slop and redundant comments

05Structural simplification of complex function signatures and parameters

06Automated senior-level code review for local git diffs

ユースケース

01Simplifying complex logic and redundant abstractions in local changes

02Cleaning up and standardizing code generated by AI assistants to match project styles

03Polishing a feature branch before submitting a pull request to reduce review cycles

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add segersniels/dotfiles simplify

For use in Claude.ai and ChatGPT

Download Skill