# Stop Slop: A Claude Skill for Stripping Robotic AI Writing Patterns

> The Stop Slop skill strips robotic AI writing patterns from LLM text, removing filler phrases and unnatural rhythms. 1,800+ GitHub stars in days.

Published: 2026-03-22
URL: https://daniliants.com/insights/this-claude-skill-is-going-viral-on-github-right-now-1-800-stars-in/
Tags: claude, ai-writing, anti-slop, prompt-engineering, content-creation, github, claude-skills

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## Summary

A Claude skill called "Stop Slop" has gone viral on GitHub (1 800+ stars in days), designed to strip robotic AI writing patterns from LLM-generated text. It removes filler phrases, unnatural sentence rhythms, and other tells that make AI copy immediately recognizable, making it relevant for anyone producing AI-assisted content at scale.

## Key Insight

- The "Stop Slop" skill specifically targets the recognizable patterns that make LLM output feel artificial: filler phrases, repetitive sentence structures, and overly formal cadence that no human actually uses in natural speech or writing.
- Despite trillions spent on LLMs, natural-sounding copy remains a weak point. This tool addresses the gap between raw LLM output and human-quality writing, essentially as a post-processing layer.
- The skill is designed for Claude but can be adapted for other LLM setups (e.g., OpenRouter). It is open source on GitHub.
- The creator's prediction: ~98% of copy in 2026 will be AI-generated, making "sounding human" a competitive differentiator rather than the default.