Remove AI Writing Fingerprints from Draft Copy

---
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:
- ![Node >= 18](https://img.shields.io/badge/node-%3E%3D18-brightgreen)
- 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/)