Individual skill
humanize-ai-writing
Force any writing to follow human patterns and strip every known sign of AI-generated text ("AI slop"). Use whenever producing or editing prose that will be read by a person, articles, blog posts, emails, captions, essays, documentation, social copy, reports, and whenever the user says "humanize this", "make it sound human", "remove AI slop", "doesn't sound like AI", "sounds robotic", or "rewrite this naturally". Apply this as a mandatory final pass on any long-form prose before delivering it.
humanize-ai-writing/SKILL.md
Source commit 7b376826c353f20583f21219aa0e62b8f799ce66
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 11, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 27
- Repository last updated
- Jul 1, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai Repository topic
- ai-slop Repository topic
- ai-writing Repository topic
- anti-ai-detection Repository topic
- chatgpt Repository topic
- claude Repository topic
- claude-skills Repository topic
- custom-instructions Repository topic
- deepseek Repository topic
- gemini Repository topic
- writing Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 5,270 bytesSKILL.mdcore · 5,270 bytesassets/checklist.mddoc · 2,468 bytesreferences/ai-tells.mddoc · 5,277 bytesreferences/rewrite-rules.mddoc · 3,655 bytes
Read excerpt
# Humanize AI Writing
Make every piece of prose read like a thoughtful person wrote it. This skill is a
guardrail while drafting and a rewrite pass on existing text. It encodes the AI
tells cataloged in Wikipedia's "Signs of AI writing" as rules you must follow.
## When this triggers
- The user asks to humanize, de-slop, or de-robotify text.
- The user says writing "sounds like AI" or "sounds generic."
- You're about to deliver any long-form prose. Run the final pass before sending.
## Workflow
1. **Read** the target text (the user's, or your own draft).
2. **Detect**: scan against `references/ai-tells.md`. Mark each hit.