Setup & Installation
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
What This Skill Does
Edits text to remove AI writing patterns, based on Wikipedia's Signs of AI writing guide. Fixes inflated language, vague attributions, em dash overuse, rule-of-three constructions, and AI vocabulary words. Also adds personality and voice back to sterile output.
Uses a categorized, documented checklist from Wikipedia's Signs of AI writing guide rather than vague style intuition, so fixes are specific and explainable.
When to use it
- Editing AI-drafted blog posts before publishing
- Cleaning up cover letters written with ChatGPT
- Reviewing marketing copy for promotional language
- Polishing academic writing that used AI assistance
- Fixing product descriptions generated by a chatbot
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: Humanize this text: "The platform serves as a testament to innovation, showcasing groundbreaking features—ensuring users can achieve their goals efficiently."
- 1Scans text for known AI patterns
- 2Flags 'serves as a testament' (copula avoidance + inflated significance), 'showcasing' (superficial -ing phrase), 'groundbreaking' (promotional language), and the em dash construction
- 3Rewrites each flagged section using plain language and direct statements
- 4Checks revised text reads naturally and preserves the original meaning
The platform has several new features. Users in early testing reported faster task completion.