Stop Slop
github.com/hardikpandya/stop-slop- Category
- AI Agents
- Pricing
- Open Source
- Platform
- cli
- Type
- TOOL
- GitHub
- 14.4k stars
- Added
- May 27, 2026
About
A skill file that teaches AI models like Claude to identify and remove predictable AI writing patterns, banned phrases, and structural clichés from prose. Helps create more natural, human-sounding text by eliminating common AI tells.
Why it made the leaderboard
This addresses a genuine and timely problem - AI-generated text's telltale patterns - with a systematic, educational approach. Unlike generic 'humanizers', it teaches users to recognize and fix AI writing patterns themselves through structured guidelines and scoring rubrics. The 4.6k GitHub stars and detailed reference materials suggest real utility and community validation.
Tags
aiwritingproseclaudellmskilltext-improvement
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