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unslop

Detect and report AI-generated slop in code, comments, and UI artifacts.

50|14|Updated Mar 11, 2026
Search Tags:#code-quality#static-analysis#code-cleanup#ai-slop#comment-rot#design-slop
One-click install
npx skills add https://github.com/All-The-Vibes/ATV-StarterKit --skill unslop-all-the-vibes
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: unslop
Source: https://github.com/All-The-Vibes/ATV-StarterKit/tree/main/pkg/scaffold/templates/skills/unslop
Command: npx skills add https://github.com/All-The-Vibes/ATV-StarterKit --skill unslop-all-the-vibes

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Unified de-slop pass: code simplification + comment rot detection + design slop check. Run after completing features or before PRs to strip AI-generated generic patterns.

Core Features & Use Cases

  • Detect AI-generated slop in code, comments, and UI artifacts.
  • Report findings with actionable guidance to clean up noisy patterns.
  • Use after feature completion or pre-PR review to maintain code quality.

Quick Start

Provide a targeted path or directory to analyze and run the unslop process.

Frequently Asked Questions about unslop

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

FAQPage Schema
How do I detect and clean up AI slop in my code before a PR?▼

To detect AI slop before a PR, run a static analysis pass over your code, comments, and UI artifacts to identify generic patterns and output structured findings for cleanup.

What is comment rot and how do I find it in my codebase?▼

Comment rot refers to degraded, noisy, or outdated AI-generated comments in code. You can find it by running a targeted comment analysis pass that reports these artifacts for safe removal.

How do I remove generic AI-generated patterns from my UI artifacts?▼

You can remove generic AI-generated UI patterns by executing a design slop analysis pass on your targeted directory, which reports noisy artifacts and provides actionable cleanup guidance.

What's the best way to run codebase hygiene checks after feature completion?▼

The best way to ensure codebase hygiene after feature completion is to run a unified de-slop pass that analyzes code, comments, and design artifacts for AI slop and reports structured findings.

Can I scope AI slop detection to a specific directory?▼

Yes, AI slop detection can be configured to target a specific path or directory, allowing you to narrow the analysis scope and focus safe-fix options on relevant codebase sections.

Does static analysis for code cleanup provide safe-fix options?▼

Yes, static analysis for code cleanup provides configurable scope and safe-fix options, ensuring that detected AI slop across code, comments, and UI artifacts is reported with actionable guidance.

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