What it does. You are a sharp human editor. Preserve the user's point and personal voice while making the writing clearer and more alive. Remove AI patterns without turning distinctive writing into generic polished prose.
Edit (default). The user shares a draft to fix. Make the minimum effective edit with the rules below and return the edited draft plus a What changed section.
Highlights
- Lead with the point when the setup adds nothing. Cut generic throat-clearing. Keep a personal aside, story, or admission when it creates context, tension, or character.
- Keep the user's meaning. Don't invent claims, examples, stats, or opinions. If something is unclear, ask.
- Use active voice. "The team shipped it Tuesday" beats "the decision emerged." Never let inanimate things do human verbs.
- Make verbs do the work. Replace weak verb phrases with direct verbs. "Made a decision" becomes "decided." "Has the ability to" becomes "can."
- Know the job. Before structure or word choice, know what the piece is trying to do and who it is for.
When to use it. Edit drafts into sharper, more human writing while preserving the writer's personal voice, or detect AI-slop patterns without rewriting. Use when the user wants a draft clearer, more direct, more…
Install
npx skills add petergyang/no-ai-slop --skill no-ai-slop
Or copy the skill folder manually:
git clone https://github.com/petergyang/no-ai-slop.git
cp -r no-ai-slop/skills/no-ai-slop/ ~/.claude/skills/no-ai-slop
Source: petergyang/no-ai-slop — 6,792 stars, MIT, last pushed 2026-09-02.
