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unslop

Detect and remove AI-generated slop patterns from codebases.

Updated Jun 6, 2026
Search Tags:#code quality#code analysis#code cleanup#code optimization#AI slop removal
One-click install
npx skills add https://github.com/kenhia/kdeskdash --skill unslop-kenhia
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: unslop
Source: https://github.com/kenhia/kdeskdash/tree/main/.github/skills/unslop
Command: npx skills add https://github.com/kenhia/kdeskdash --skill unslop-kenhia

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps developers identify and remove AI-generated slop from their code, improving readability, maintainability, and overall quality.

Core Features & Use Cases

  • Code Slop Detection: Detects unnecessary complexity, redundant abstractions, and other common slop patterns.
  • Comment Rot Detection: Identifies and flags inaccurate, redundant, or AI-generated comments.
  • Design Slop Detection: Analyzes UI and style files for AI-generated visual slop patterns.
  • Auto-Fix Option: Offers the ability to automatically apply safe fixes for certain issues.

Quick Start

Run the unslop command on your code to analyze and remove slop.

Frequently Asked Questions about unslop

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I detect and remove AI slop from my codebase?▼

You can remove AI slop by running an analysis tool that identifies unnecessary complexity, redundant abstractions, and AI-generated comment rot across multiple passes, offering automatic fixes for safe issues.

What is code slop and how does it affect code quality?▼

Code slop consists of unnecessary complexity, redundant abstractions, and inaccurate AI-generated comments that degrade readability and maintainability, requiring multi-pass analysis to detect and clean up effectively.

Can I automatically fix AI-generated comment rot and design slop?▼

Yes, you can automatically apply safe fixes for certain code slop issues, while design slop and comment rot detection will flag inaccurate AI-generated patterns in UI and style files for review.

Does AI slop removal work on UI and style files?▼

Yes, design slop detection specifically analyzes UI and style files to identify AI-generated visual slop patterns, helping you clean up visual inconsistencies and improve overall frontend code quality.

What is the best way to clean up AI-generated code patterns?▼

The best way to clean up AI-generated code patterns is using a multi-pass analysis approach that targets code slop, comment rot, and design slop separately to ensure comprehensive detection and safe automatic fixing.

When should I avoid using automatic AI slop fixes?▼

You should avoid relying solely on automatic fixes when dealing with complex design slop or nuanced comment rot, as these require manual review to ensure the cleanup does not alter intended logic or visual design.

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