jalaalrd/anti-ai-slop-writing
133 stars · Last commit 2026-04-18
AI writing skill that eliminates detectable AI patterns. Works with Claude Code, Codex, Cursor, Gemini CLI, and 8+ other agents.
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# Anti-AI-Slop Writing Skill
A Claude Code skill (and universal SKILL.md) that forces any AI to produce human-sounding text by eliminating statistically detectable AI writing patterns.
## What It Does
Every piece of text the AI produces — tweets, emails, articles, bios, reports, copy and message passes through constraints that eliminate the vocabulary, structure, punctuation, and formatting patterns that readers and detection tools flag as AI-generated.
Based on research from Carnegie Mellon (2025), Wikipedia's Signs of AI Writing page, Buffer's 52M post analysis, and community detection patterns documented across X and Reddit.
## What It Catches
- **50+ banned words** flagged across multiple AI detection studies (delve, tapestry, landscape, testament, vibrant, pivotal, etc.)
- **35+ banned phrases** ("In today's competitive...", "It's worth noting...", "Not just X, but Y", etc.)
- **16 banned sentence openers** ("Certainly,", "Moreover,", "Additionally,", etc.)
- **10 structural patterns** (rule of three, uniform sentence length, hedging seesaw, corporate pep talk, passive voice, etc.)
- **Punctuation tells** (em dash overuse, exclamation spam, ellipsis abuse)
- **Formatting leaks** (markdown in plain text, emoji bullet points, hashtag stacks)
- **Accuracy failures** (invented statistics, fabricated quotes, fake anecdotes)