Use humanizer to scan drafts for AI telltales, explain what sounds synthetic, and suggest grounded rewrites that preserve the original point. This is for cleanup and editing passes, not for generating copy from scratch.
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2 copies
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Added June 2, 2026
ai-agentsgobashnodegitsecurity
Works with
cli
Security analysis
A92/100
mediumInstalls packages at runtime which could introduce malicious dependencies
Installs into .claude/skills of the current project.
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---
name: "Remove AI Writing Fingerprints from Draft Copy"
slug: "remove-ai-writing-fingerprints-from-draft-copy"
description: "Use humanizer to scan drafts for AI telltales, explain what sounds synthetic, and suggest grounded rewrites that preserve the original point. This is for cleanup and editing passes, not for generating copy from scratch."
github_stars: 45
verification: "security_reviewed"
source: "https://github.com/brandonwise/humanizer"
author: "brandonwise"
category: "Content Writing & SEO"
framework: "OpenClaw"
tool_ecosystem:
github_repo: "brandonwise/humanizer"
github_stars: 45
---
# Remove AI Writing Fingerprints from Draft Copy
Use humanizer to scan drafts for AI telltales, explain what sounds synthetic, and suggest grounded rewrites that preserve the original point. This is for cleanup and editing passes, not for generating copy from scratch.
## Installation
Use the upstream install or setup path that matches your environment:
- git clone https://github.com/brandonwise/humanizer.git
- npm install
- npm install -g .
- Run npm test — all tests must pass
Requirements and caveats from upstream:
- 
- echo "This serves as a testament to innovation." | node src/cli.js score
- node src/cli.js analyze -f your-draft.md
Basic usage or getting-started notes:
- ### As an OpenClaw skill
- bash
- cp humanizer/SKILL.md ~/.config/openclaw/skills/humanizer.md
- Source: https://github.com/brandonwise/humanizer
- Extracted from upstream docs: https://raw.githubusercontent.com/brandonwise/humanizer/HEAD/README.md
## Source
- [Agent Skill Exchange](https://agentskillexchange.com/skills/remove-ai-writing-fingerprints-from-draft-copy/)
