humanizer

Detect and rewrite AI-generated writing patterns to produce natural human-sounding text.

1|Updated Jul 13, 2026
One-click install
npx skills add https://github.com/HalseyYang/Skills-HY --skill humanizer-halseyyang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/HalseyYang/Skills-HY/tree/main/humanizer
Command: npx skills add https://github.com/HalseyYang/Skills-HY --skill humanizer-halseyyang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text often contains recognizable patterns—inflated significance, promotional language, em dash overuse, vague attributions—that make writing sound robotic and untrustworthy. This Skill identifies and removes 24 documented AI writing patterns so your text reads as naturally human. ## Core Features & Use Cases - Pattern Detection: Scans text for 24 documented AI writing patterns across content, language, style, and communication categories, based on Wikipedia's "Signs of AI writing" guide. - Natural Rewriting: Replaces AI-isms with specific, concrete alternatives while preserving the original meaning and intended tone. - Voice Injection: Goes beyond removing bad patterns by adding personality, varied rhythm, and genuine perspective to sterile text. - Use Case: You drafted a blog post with AI assistance and it sounds generic. Paste it in and receive a rewritten version with specific details, natural sentence structure, and a human voice, plus a summary of what changed. ## Quick Start Humanize this text and remove any AI writing patterns: [paste your text].

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I remove AI writing patterns from text?

Paste your text and ask for it to be humanized. The skill scans for 24 documented AI patterns like inflated significance, promotional language, and em dash overuse, then rewrites problem sections with natural alternatives while preserving meaning.

What are the signs of AI-generated writing?

Common signs include words like "testament", "pivotal", and "landscape", superficial -ing phrases, rule-of-three lists, negative parallelisms, excessive em dashes, boldface overuse, and chatbot artifacts like "I hope this helps". This skill detects all 24 documented patterns.

Does humanizing text change its original meaning?

No, the rewriting process preserves the core message and matches the intended tone, whether formal, casual, or technical. It replaces vague claims with specific details rather than altering the substance of the content.

Can this skill make text pass AI detection tools?

The skill removes patterns documented in Wikipedia's Signs of AI writing guide and adds natural voice and rhythm. It focuses on making writing genuinely better and more human-sounding rather than targeting specific detection algorithms.

Why does my edited text still sound robotic after removing AI words?

Removing AI vocabulary alone produces sterile, voiceless writing. The skill also addresses soul by varying sentence rhythm, adding opinions and first-person perspective where appropriate, and acknowledging complexity instead of neutral reporting.