Setup & Installation
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
What This Skill Does
Rewrites AI-generated text to sound like a human wrote it. Detects common AI patterns like tone inflation, buzzwords, and repetitive structure, then rewrites with natural cadence and contractions. Output can be tuned for specific platforms.
Handles platform-specific tone adjustments in one step rather than manually editing for each channel.
When to use it
- Rewriting ChatGPT drafts before posting to LinkedIn
- Cleaning up AI-written blog posts before publishing
- Reformatting AI email drafts to sound less robotic
- Checking if text has obvious AI tells before submitting
- Adapting AI copy to match a casual Twitter voice
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: humanize this for LinkedIn: 'In today's rapidly evolving landscape, it is crucial to leverage synergistic paradigms...'
- 1Receives text and target channel (linkedin)
- 2Runs humanize.py with the input text and --channel linkedin flag
- 3Claude Haiku detects AI tells: 'rapidly evolving landscape', 'leverage', 'synergistic paradigms'
- 4Rewrites with professional but conversational tone, removes buzzwords
- 5Returns clean text to stdout
'The way we work is changing fast. Stacking buzzwords in your copy isn't going to convince anyone — clear language does.'
Requirements
Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.