humanizer

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

1|Updated Mar 25, 2026
One-click install
npx skills add https://github.com/qfwc258/trae-skills --skill humanizer-qfwc258
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/qfwc258/trae-skills/tree/main/humanizer
Command: npx skills add https://github.com/qfwc258/trae-skills --skill humanizer-qfwc258

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text contains recognizable patterns—inflated significance, promotional language, em dash overuse, vague attributions—that make writing sound robotic and untrustworthy. This Skill identifies 24 documented AI writing patterns and rewrites text to sound natural and human. ## Core Features & Use Cases - Pattern Detection: Scans text for 24 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 reads like generic slop. Paste it in and get back a version with specific details, natural sentence rhythm, and an actual human voice. ## Quick Start Humanize this text and remove any signs of AI-generated writing: [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 make AI-generated text sound more human?

Identify common AI patterns like inflated significance, vague attributions, em dash overuse, and rule-of-three structures, then rewrite them with specific facts and natural phrasing. This Skill automates that detection and rewriting using 24 documented patterns from Wikipedia's AI writing guide.

What are the signs of AI-generated writing?

Common signs include words like "testament", "pivotal", and "landscape", superficial -ing phrases, negative parallelisms like "it's not just X, it's Y", excessive em dashes, boldface overuse, and chatbot artifacts like "I hope this helps". Wikipedia's Signs of AI writing guide documents these patterns.

Does humanizing text change its meaning?

No, the rewriting process preserves the core message and intended tone while replacing AI-isms with natural alternatives. It favors specific details over vague claims and simple constructions like "is" and "has" over elaborate phrasing.

Can this fix text that is clean but still sounds robotic?

Yes, the Skill addresses soulless writing beyond pattern removal. It adds voice through varied sentence rhythm, first-person perspective where appropriate, opinions, and acknowledgment of complexity rather than neutral reporting.

When should I not use AI text humanization?

Avoid using it to disguise AI-generated content where disclosure is required, such as academic submissions or platforms with AI content policies. It is intended for legitimate editing of drafts, not misrepresenting authorship.