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anti-slop

Detect and eliminate generic AI-generated patterns in text, code, and design.

1|Updated Mar 23, 2026
Search Tags:#code review#design audit#text analysis#content quality#ai slop
One-click install
npx skills add https://github.com/roviczzz/agentic-dev --skill anti-slop-roviczzz
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: anti-slop
Source: https://github.com/roviczzz/agentic-dev/tree/main/skills/anti-slop
Command: npx skills add https://github.com/roviczzz/agentic-dev --skill anti-slop-roviczzz

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill detects and eliminates generic, low-quality patterns (AI slop) in text, code, and design, ensuring high-quality, authentic content.

Core Features & Use Cases

  • Text Analysis: Identify and correct overused phrases, buzzwords, and meta-commentary.
  • Code Review: Refactor code to improve readability and remove unnecessary abstractions.
  • Design Audit: Improve design quality by removing generic patterns and focusing on content needs.
  • Use Case: When reviewing a long article, use the Skill to automatically detect and correct AI slop patterns, resulting in more authentic and engaging content.

Quick Start

Run the 'detect_slop.py' script on your article to check for AI slop patterns.

Frequently Asked Questions about anti-slop

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

FAQPage Schema
How do I detect AI slop in text and automatically correct overused phrases?▼

To detect AI slop in text, run the detect_slop.py script on your article to identify generic AI-generated patterns, overused phrases, buzzwords, and meta-commentary, resulting in more authentic content.

What is AI slop in code and how does a design audit improve content quality?▼

AI slop in code refers to generic, low-quality patterns and unnecessary abstractions. A design audit improves content quality by removing these generic patterns and focusing on actual content needs to enhance authenticity.

Can I use this to refactor code and remove unnecessary abstractions during code review?▼

Yes, you can use this Skill during code review to refactor code by improving readability and removing unnecessary abstractions, ensuring the final codebase maintains high quality and avoids generic AI-generated patterns.

What's the best way to identify generic AI-generated patterns in a long article?▼

The best way to identify generic AI-generated patterns in a long article is running the detect_slop.py script, which automatically detects AI slop patterns and suggests corrections for overused phrases and buzzwords.

Do I need any dependencies or external libraries to run the slop detection script?▼

No, you do not need any dependencies or external libraries to run the slop detection script, as the Skill operates independently without requiring additional environment setup to analyze text, code, or design.

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