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humanizer

Identify and rewrite AI-generated text patterns using Wikipedia's guide.

Updated Aug 23, 2026
Search Tags:#AI writing#natural language processing#text editing#AI detection#content improvement
One-click install
npx skills add https://github.com/botterYosuke/The-Trader-Was-Replaced --skill humanizer-botteryosuke
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/botterYosuke/The-Trader-Was-Replaced/tree/main/.claude/skills/zed/src/.factory/skills/humanizer
Command: npx skills add https://github.com/botterYosuke/The-Trader-Was-Replaced --skill humanizer-botteryosuke

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill removes signs of AI-generated writing from text, making it sound more natural and human-written.

Core Features & Use Cases

  • Identify AI Patterns: Scans for 24 patterns indicative of AI-generated text.
  • Rewrite Problematic Sections: Replaces AI-isms with natural alternatives.
  • Preserve Meaning: Keeps the core message intact.
  • Add Soul: Injects personality and complexity into the text.
  • Final Audit Pass: Reviews the text to ensure it no longer reads as AI-generated.

Quick Start

Run the /humanizer command followed by the text you want to humanize.

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-written?▼

You can make AI-generated text sound more natural by identifying and correcting signs of AI writing, such as repetitive structures or robotic phrasing. This Skill scans for 24 AI patterns, rewrites problematic sections with natural alternatives, and preserves the original meaning.

What are common signs of AI writing that text editing should target?▼

Common signs of AI writing include predictable phrasing and structural patterns. This Skill utilizes Wikipedia's "Signs of AI writing" guide for pattern recognition, targeting 24 specific indicators to replace AI-isms with natural, human-sounding alternatives.

How do I humanize text without changing its original meaning?▼

To humanize text without changing its meaning, this Skill processes your input by replacing identified AI patterns with natural alternatives. It preserves the core message while injecting personality and performs a final audit pass to ensure the text no longer reads as AI-generated.

Can I use this for content improvement in automated content creation workflows?▼

Yes, this is suitable for text post-processing in content creation workflows. It integrates as a final step to identify and correct AI-generated signs, enhancing readability and naturalness without requiring external dependencies or complex environment setup.

Does an AI detection tool work the same as a text humanizer?▼

An AI detection tool only identifies AI-generated text, whereas a text humanizer actively corrects it. This Skill goes beyond detection by rewriting flagged patterns using Wikipedia's guide and injecting personality to ensure the final text passes an audit pass for naturalness.

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