Setup & Installation
openclaw skills install @hosthobbit/ai-writing-humanizer
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
npx clawhub install ai-writing-humanizer
What This Skill Does
Strips common AI writing patterns from prose before it reaches readers. Covers hedging phrases, stock transitions, em dashes, rule-of-three constructs, passive voice markers, and performed authenticity cues. Operates via a Python script or importable function.
Catches specific linguistic fingerprints that general proofreaders miss, rather than relying on the author to self-edit for AI patterns.
When to use it
- Cleaning up AI-drafted blog posts before publishing
- Preparing client-facing emails written with AI assistance
- Humanizing AI-generated product copy
- Reviewing longer AI responses before sending to customers
- Stripping AI tells from grant or proposal drafts
Example Workflow
Here's how your AI assistant might use this skill in practice.
INPUT
User asks: Humanize this 300-word AI-written support email before I send it.
AGENT
- 1Load the input text from the user
- 2Run scripts/humanize.py --input text.txt --output cleaned.txt
- 3Scan for hedging phrases, serial lists, em dashes, and passive voice constructs
- 4Rewrite or remove flagged patterns
- 5Return the cleaned text to the user
OUTPUT
A revised version of the email with AI-characteristic phrasing removed or rewritten in a more natural voice.