How does the fix protocol work?

The skill identifies one issue at a time, applies a fix, and runs your test suite. If tests fail, it reverts the change and documents the failure.

What exactly is 'AI slop' in code?

AI slop refers to defensive code like try/catch blocks around code that can't fail, unnecessary null checks on guaranteed values, and verbose fallbacks for impossible cases often generated by AI.

What happens if no issues are found?

The skill will provide a valid 'No issues found' response, ensuring that code that already meets quality standards remains untouched.

Does this skill change my code's behavior?

No, the skill is designed to perform line-level cleanliness improvements without altering functional behavior; it includes a strict protocol to revert changes if tests fail.

Can this skill perform an architectural review?

No, this skill is focused on code-level style, naming, and cleanliness. It does not perform high-level architectural redesigns or system-wide restructuring.

Clean Code & Slop Auditor

Name: Clean Code & Slop Auditor
Author: JSai23

byJSai23

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Developer Tools

Enhances code quality by identifying and removing AI-generated 'slop', over-engineered abstractions, and dead code while ensuring behavioral consistency.

The verify-style-a skill is a specialized utility designed to maintain high standards of code cleanliness by targeting common technical debt and AI-generated redundancies. It systematically identifies 'slop' such as unnecessary defensive programming, redundant null checks, and over-verbose logic that adds noise without value. By enforcing a strict 'find, fix, test' protocol, the skill simplifies complex conditionals, removes dead code, and improves naming conventions without altering the application's underlying behavior. It is an essential tool for developers looking to prune unnecessary abstractions and ensure their codebase remains lean, readable, and professional.

Key Features

01Improves code readability through clearer naming and logical restructuring

021 GitHub stars

03Detects and removes AI-generated 'slop' and redundant defensive code

04Simplifies over-engineered patterns and unnecessary abstractions

05Automated fix-and-test protocol ensures zero behavioral regressions

06Identifies and eliminates dead code, unused imports, and unreachable branches

Use Cases

01Cleaning up legacy modules by removing dead code and simplifying complex conditionals

02Standardizing naming conventions and structure across a messy codebase

03Refactoring AI-generated code to remove unnecessary defensive checks and verbosity

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jsai23/claude-tooling verify-style-a

For use in Claude.ai and ChatGPT

Download Skill