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Patrickjoshanedez
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anti-slop

Detect and remove generic AI-generated patterns from text files.

1|Updated Feb 28, 2026
Search Tags:#code review#pattern detection#design audit#text analysis#content quality#ai slop
One-click install
npx skills add https://github.com/Patrickjoshanedez/CMS-V2 --skill anti-slop-patrickjoshanedez
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: anti-slop
Source: https://github.com/Patrickjoshanedez/CMS-V2/tree/main/.agents/skills/anti-slop
Command: npx skills add https://github.com/Patrickjoshanedez/CMS-V2 --skill anti-slop-patrickjoshanedez

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill combats the pervasive issue of "AI slop" – generic, low-quality patterns that make AI-generated content feel inauthentic and unoriginal. It helps users detect and remove these patterns from text, code, and design.

Core Features & Use Cases

  • Detect AI Slop: Analyzes text files for common AI-generated phrases, buzzwords, and meta-commentary, providing a slop score and detailed findings.
  • Clean AI Slop: Automatically removes or simplifies identified slop patterns in text files, with options for previewing changes or applying them directly.
  • Reference Guides: Provides detailed guides on text, code, and design slop patterns for manual review and quality assurance.
  • Use Case: A content creator uses the detect_slop.py script to scan a draft article, identifies a high slop score, and then uses clean_slop.py to automatically refine the text before publication.

Quick Start

Use the anti-slop skill to detect generic AI patterns in the file 'my_article.md'.

Frequently Asked Questions about anti-slop

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

FAQPage Schema
How do I detect generic AI content and AI slop in my text files?▼

You can detect AI slop in text files by running automated Python text analysis scripts that scan for common AI-generated phrases, providing a slop score and detailed findings for manual review.

What is AI slop and how does it affect content quality?▼

AI slop consists of generic, low-quality patterns like buzzwords and meta-commentary that make AI-generated content feel inauthentic and unoriginal, significantly reducing content quality and specificity.

Can I automatically remove AI-generated patterns from markdown articles?▼

Yes, you can automatically remove or simplify identified AI-generated patterns in markdown articles using cleanup scripts, with options to preview changes or apply them directly to the text files.

Does this approach support code review and design audit for AI patterns?▼

Yes, this approach supports code review and design audit by providing comprehensive reference guides for manual review, helping identify and eliminate AI slop patterns across code and design artifacts.

What are the limitations of automated text analysis for AI slop detection?▼

Automated text analysis for AI slop detection is limited to natural language files, meaning code and design artifacts require manual review using provided reference guides rather than automated script cleanup.

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