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humanizer

Rewrites AI-generated text to remove detectable patterns and add natural human voice.

Updated Mar 30, 2026
Search Tags:#ai writing#cron#content editing#humanize#text rewriting#ai patterns#wikipedia
One-click install
npx skills add https://github.com/guizonatto/myopen-claw --skill humanizer-guizonatto
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/guizonatto/myopen-claw/tree/main/skills/humanizer
Command: npx skills add https://github.com/guizonatto/myopen-claw --skill humanizer-guizonatto

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? AI-generated text often contains recognizable patterns—overused words like 'delve' and 'tapestry', excessive em-dashes, bold-header lists, and generic positive conclusions—that make content sound robotic and get flagged as machine-written. This Skill rewrites such text to sound natural and human. ## Core Features & Use Cases - Pattern Detection & Removal: Scans text against a catalog of 24 documented AI writing patterns (sourced from Wikipedia's Signs of AI Writing) and rewrites problem sections. - Voice & Rhythm Restoration: Varies sentence length, adds opinion and specificity, and replaces sterile constructions with natural phrasing. - Self-Updating Reference Catalog: A weekly cron mode fetches the latest Wikipedia AI-writing patterns and commits updates to the reference file via git. - Use Case: Before publishing a blog post, LinkedIn article, or WhatsApp message drafted by an AI, run it through the humanizer to strip AI-isms and give it a genuine voice. ## Quick Start Ask the assistant to humanize your draft text, for example: 'humaniza esse texto' or 'this sounds like a robot wrote it, rewrite it'.

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?▼

Run the text through the humanizer skill, which scans it against 24 documented AI writing patterns and rewrites problem sections. It varies sentence rhythm, removes overused vocabulary like 'delve' and 'tapestry', and adds opinion and specificity.

What AI writing patterns does this detect?▼

It detects 24 patterns across content, grammar, style, and communication categories, including excessive em-dashes, bold-header lists, rule-of-three overuse, vague attributions, sycophantic tone, filler phrases, and generic positive conclusions.

How does the pattern catalog stay up to date?▼

A weekly cron job triggers self-update mode every Monday at 06:00. The skill fetches Wikipedia's Signs of AI Writing page, compares it to the local ai-patterns.md reference, and commits any changes via git.

Can I use this for texts in Portuguese or other languages?▼

Yes, the skill's instructions and triggers are in Portuguese and it handles texts like WhatsApp messages and social posts. The pattern catalog itself is based on English Wikipedia examples, but the rewriting principles apply broadly.

What are the limitations of AI text humanization?▼

Removing AI patterns is only half the work; text can still sound sterile without voice. The skill addresses this with a soul checklist requiring varied rhythm, opinions, and specific details, but results depend on the source material's substance.

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