---
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/)


---
Source attribution: agentskillexchange
Original project: https://github.com/agentskillexchange/skills/blob/7964af467fccaf7d68a4b705bb2e26081fbdd3e8/skills/remove-ai-writing-fingerprints-from-draft-copy/SKILL.md
License: MIT
License information: https://opensource.org/license/mit
Original upstream instructions; downloaded from Mega AI Hub.

## Upstream license notice

MIT License

Copyright (c) 2026 Agent Skill Exchange

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.



# Mega AI Hub resource metadata

Creator / publisher: agentskillexchange
Original project: https://github.com/agentskillexchange/skills/blob/7964af467fccaf7d68a4b705bb2e26081fbdd3e8/skills/remove-ai-writing-fingerprints-from-draft-copy/SKILL.md
Attribution basis: Source repository record

Fields of work: Content & Media, Marketing
Roles: Content Marketer, Copywriter, SEO Specialist
Specialties: Specialty not specified
Tools: GitHub, Npm
Country applicability: Country not specified
Classification basis: Source catalog labels
Instruction SHA-256: a48c169e65d5283e159b904f92374d7f7aed8a88488d51577b51b610ee796b49