humanizer

Detect and transform 24 common AI writing patterns in text.

4|Updated Jan 22, 2026

Search Tags:#editing #ai writing #content refinement #writing assistant #natural language #text humanization

Ready to run

npx skills add https://github.com/oiiiwjh/skills --skill humanizer-oiiiwjh

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/oiiiwjh/skills/tree/main/humanizer
Command: npx skills add https://github.com/oiiiwjh/skills --skill humanizer-oiiiwjh

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill transforms AI-generated text into natural, human-sounding prose by identifying and removing common AI writing patterns.

Core Features & Use Cases

AI Pattern Detection: Identifies 24 distinct AI writing patterns across content, language, style, communication, and filler categories.
Text Transformation: Rephrases sentences, replaces overused vocabulary, and adjusts sentence structure for a more human feel.
Use Case: You've used an AI to draft an email or report, but it sounds too robotic. Use this Skill to refine the text before sending it, ensuring it resonates better with your audience.

Quick Start

Use the humanizer skill to make the following text sound more natural: 'The new software update serves as a testament to the company's commitment to innovation.'

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?▼

Text humanization works by identifying 24 distinct AI writing patterns across content, language, style, communication, and filler categories, then rephrasing sentences and replacing overused vocabulary to adjust sentence structure for a more human feel.

What are common AI writing patterns that make content sound robotic?▼

Common AI writing patterns include inflated significance, AI vocabulary, promotional language, and chatbot artifacts. This Skill identifies and removes these 24 distinct patterns to refine your text into natural prose.

How do I remove chatbot artifacts from AI drafted emails and reports?▼

You can remove chatbot artifacts and promotional language by processing your drafted emails or reports through this text refinement Skill, which rephrases sentences and adjusts structure to ensure content resonates better with human audiences.

What is the best way to refine AI writing before sending it to an audience?▼

The best way to refine AI writing is to use a text humanization tool that addresses specific AI vocabulary and communication patterns, transforming the draft into natural prose before you send it to your audience.

Does this text humanization approach work with JavaScript implementation for content processing?▼

Yes, this text humanization approach utilizes a JavaScript implementation for text processing to detect and transform AI-generated writing patterns into natural, human-sounding content without requiring external dependencies.