humanizer

Detect AI writing patterns and rewrite text into natural prose.

Updated Feb 16, 2026
One-click install
npx skills add https://github.com/wewetv1987-cell/openclaw-backup --skill humanizer-wewetv1987-cell
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/wewetv1987-cell/openclaw-backup/tree/main/skills/ai-humanizer
Command: npx skills add https://github.com/wewetv1987-cell/openclaw-backup --skill humanizer-wewetv1987-cell

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill helps you remove the generic, overpolished, or chatbot-like patterns that make writing sound AI-generated. It keeps the meaning intact while making the text feel natural, specific, and written by a real person.

Core Features & Use Cases

  • Detects 24 common AI writing patterns across content, language, style, communication, and filler.
  • Scores text with vocabulary signals, burstiness, type-token ratio, readability, and repetition metrics.
  • Produces rewrite suggestions, priority guidance, and safe auto-fixes for drafts, emails, blog posts, reports, and other copy that needs a more human voice.

Quick Start

Paste the text you want improved and ask the Skill to score it, explain the AI-like patterns, and rewrite it in a more natural human style.

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 writing sound more human and natural?

To make AI writing sound human, you need to detect and rewrite generic, chatbot-like patterns. This Skill scores text using 24 pattern detectors and statistical metrics like burstiness and type-token ratio to produce natural, specific prose while keeping the original meaning intact.

What are common AI writing patterns that make text sound robotic?

Common AI writing patterns include overly polished language, generic phrasing, and chatbot-like filler. This Skill detects 24 specific patterns across content, language, style, and communication, using 500+ vocabulary signals to identify exactly where your text sounds machine-generated.

How do I check if my text has a high AI detection score before publishing?

To check an AI detection score, analyze your text for burstiness, type-token ratio, readability, and repetition. This Skill evaluates these statistical metrics and vocabulary signals to score your drafts, emails, or blog posts and provides guidance on how to improve them.

Can I automatically rewrite AI-generated blog posts and emails into human copy?

Yes, you can automatically rewrite AI-generated blog posts and emails. Paste your text into the Skill, and it will analyze the AI patterns, provide a score, and generate safe auto-fixes and rewrite suggestions that transform the copy into a more natural human voice.

What is burstiness in text analysis and how does it affect AI detection?

Burstiness in text analysis measures the variation in sentence length and structure, a key statistical metric for AI detection. This Skill analyzes burstiness alongside type-token ratio and readability to score text and identify the uniform, predictable rhythms typical of AI-generated writing.

Does this humanization tool work on long-form reports or just short drafts?

This humanization tool works on both long-form reports and short drafts. It applies its 24 pattern detectors and vocabulary signal analysis to any text that sounds generic, overly polished, or chatbot-like, regardless of whether it is a quick email or a comprehensive report.