anti-slop

What problem does it solve?

The proliferation of AI-generated content often leads to "AI slop"—generic, low-quality patterns in text, code, and design. This skill provides a comprehensive toolkit to detect and eliminate these patterns, ensuring your outputs are authentic, specific, and high-quality, saving you from tedious manual refinement.

Core Features & Use Cases

• Automated Text Slop Detection: Use detect_slop.py to analyze text files for overused phrases, buzzwords, and meta-commentary, providing a slop score and actionable recommendations.
• Automated Text Cleanup: Use clean_slop.py to automatically remove common text slop patterns, with preview and backup options for safe refinement.
• Code & Design Quality Guides: Access detailed reference guides (code-patterns.md, design-patterns.md) to manually identify and fix generic patterns in programming and visual/UX design.
• Use Case: Before publishing an AI-assisted article, run the detect_slop.py script to identify generic phrases, then use clean_slop.py to automatically refine the text, ensuring a professional and authentic tone.

Quick Start

Review the attached article 'my_draft.md' for AI slop patterns and suggest improvements.