How does it handle database migration files?

It identifies accidental changes to Drizzle journal and snapshot files that weren't intentionally created and reverts them to the master branch state.

Does it support custom style guides?

It uses your existing files as a reference, comparing new changes against the established style in the file to ensure consistency.

What counts as 'slop' in AI-generated code?

Slop refers to redundant patterns like obvious comments (e.g., '// incrementing i'), defensive overkill (null checks on guaranteed values), and style choices that don't match the existing repository.

Will this skill break my application's logic?

No, the skill is specifically designed to preserve intentional functionality while only removing stylistic overhead and redundant code patterns.

Can it consolidate duplicate React hooks?

Yes, it looks for files with similar purposes—such as multiple CRUD hooks—and consolidates them into a single, complete version while updating relevant imports.

Code Cleanup & Slop Remover

Name: Code Cleanup & Slop Remover
Author: franchiseai

byfranchiseai

Developer Tools

Refines AI-generated code by removing redundant comments, fixing style inconsistencies, and consolidating duplicated patterns.

About

The Code Cleanup skill is a specialized utility designed to polish AI-generated code by identifying and removing 'slop'—unnecessary patterns that distinguish AI-written code from high-quality human code. It automates the removal of defensive overkill, redundant comments, and type escapes while ensuring new code matches your project's existing architectural patterns. Beyond simple formatting, it handles complex tasks like consolidating duplicate React hooks, cleaning up Drizzle database artifacts, and removing redundant error handling, making it an essential tool for maintaining a clean, professional-grade codebase in AI-assisted development workflows.

Key Features

Consolidates duplicate hooks and utility functions into single sources of truth
Aligns AI-generated naming conventions and spacing with existing file styles
0 GitHub stars
Identifies and removes unnecessary 'slop' patterns from git diffs
Automatically reverts accidental changes to Drizzle migration and snapshot files
Prunes redundant error handling and manual cache invalidation logic

Use Cases

Cleaning up accidental database schema artifacts and migration journal entries
Standardizing a codebase to look human-written before submitting a pull request
Refining a feature branch after using AI to generate bulk logic or boilerplate code

About

Key Features

Consolidates duplicate hooks and utility functions into single sources of truth
Aligns AI-generated naming conventions and spacing with existing file styles
0 GitHub stars
Identifies and removes unnecessary 'slop' patterns from git diffs
Automatically reverts accidental changes to Drizzle migration and snapshot files
Prunes redundant error handling and manual cache invalidation logic

Use Cases

Cleaning up accidental database schema artifacts and migration journal entries
Standardizing a codebase to look human-written before submitting a pull request
Refining a feature branch after using AI to generate bulk logic or boilerplate code