---
title: "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."
verification: "security_reviewed"
source: "https://github.com/brandonwise/humanizer"
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

Choose whichever fits your setup:

1. Copy this skill folder into your local skills directory.
2. Clone the repo and symlink or copy the skill into your agent workspace.
3. Add the repo as a git submodule if you manage shared skills centrally.
4. Install it through your internal provisioning or packaging workflow.
5. Download the folder directly from GitHub and place it in your skills collection.

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/remove-ai-writing-fingerprints-from-draft-copy/)