humanizer

Detect AI writing patterns and rewrite text to sound natural.

Updated Apr 6, 2026
One-click install
npx skills add https://github.com/Muchunpeng/openclaw-config --skill humanizer-muchunpeng
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/Muchunpeng/openclaw-config/tree/main/workspace/skills/humanizer
Command: npx skills add https://github.com/Muchunpeng/openclaw-config --skill humanizer-muchunpeng

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Remove signs of AI-generated writing to make text sound more natural and human, preserving meaning.

Core Features & Use Cases

  • Detect AI writing patterns (inflated symbolism, -ing endings, vague attributions, etc.) and rewrite for natural tone.
  • Vary voice, rhythm, and level of formality to fit context and audience.
  • Apply to drafts, reports, proposals, and online content to improve readability and engagement.

Quick Start

Propose a rewritten paragraph that sounds natural and human while preserving the original meaning.

Frequently Asked Questions about humanizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make AI-generated text sound more natural and human?

To make AI-generated text sound natural and human, the Skill detects AI writing patterns like inflated symbolism and vague attributions, then rewrites content to preserve original meaning while improving readability and tone.

What are common AI writing patterns I should look for when editing content?

Common AI writing patterns include inflated symbolism, overused -ing endings, and vague attributions. Detecting these patterns allows you to rewrite text for a more natural voice, rhythm, and appropriate level of formality.

How do I rewrite a draft to preserve meaning but improve readability and tone?

Rewriting a draft to preserve meaning while improving readability involves varying voice, rhythm, and formality. This Skill adjusts tone to fit the audience context, ensuring the rewritten content sounds natural and human.

Can I use content rewriting to adjust the formality of a report or proposal?

Yes, you can use content rewriting to adjust the formality of reports and proposals. The Skill varies voice and rhythm to fit specific contexts and audiences, transforming drafts into engaging, human-sounding content.

Does humanizing AI writing change the original meaning of the content?

Humanizing AI writing does not change the original meaning. The Skill detects AI writing patterns and rewrites text to sound natural and human, strictly preserving the original intent while improving overall readability.

What is the best way to remove signs of AI-generated writing from drafts?

The best way to remove signs of AI-generated writing is to detect specific patterns like vague attributions and rewrite the text. This varies voice and rhythm, ensuring drafts sound natural and human while preserving meaning.