Does this skill just remove words, or does it rewrite text?

It does both. It replaces 'AI-isms' with natural alternatives and suggests structural changes to add rhythm, personality, and 'soul' to the writing.

How does Humanizer detect AI-generated text?

It follows a comprehensive guide based on documented AI writing signs, scanning for specific vocabulary (like 'delve' or 'underscores'), grammatical patterns, and structural cliches common in LLM outputs.

What is the Humanizer skill?

Humanizer is a Claude Code skill designed to identify and remove common signs of AI-generated writing, making text sound more natural and human-written.

Can I use this on existing files in my repository?

Yes, using Claude Code's file system permissions, Humanizer can audit and improve documentation, READMEs, and other text files directly within your workspace.

Humanizer

Name: Humanizer
Author: Microck

byMicrock

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콘텐츠 관리

Refines and naturalizes AI-generated text by identifying and removing common algorithmic writing patterns.

Humanizer is a specialized writing and editing skill for Claude Code that transforms sterile, formulaic AI output into engaging, natural-sounding prose. Drawing on comprehensive research into machine-generated language patterns, it systematically identifies and corrects hallmarks of AI writing—such as overused 'AI vocabulary', repetitive sentence structures, and inflated symbolism. Beyond mere cleanup, the skill helps inject authentic voice, varied rhythm, and personal perspective back into your content, making it ideal for documentation, blog posts, and professional communication that needs a human touch.

주요 기능

01Removes vague attributions, 'weasel words', and promotional, advertisement-like language.

02Injects personality and 'soul' through opinionated writing and varied sentence rhythms.

03Corrects mechanical grammar patterns including em dash overuse and 'rule of three' repetition.

042 GitHub stars

05Eliminates 'copula avoidance' by restoring simple, direct verbs over elaborate constructions.

06Detects and replaces high-frequency AI words like 'delve', 'tapestry', and 'pivotal'.

사용 사례

01Refining AI-generated documentation to sound more professional and authentic.

02Polishing project READMEs and marketing copy to avoid common LLM clichés.

03Cleaning up 'slop' from technical reports to improve readability and human connection.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add microck/opendots-microck humanizer

For use in Claude.ai and ChatGPT

Download Skill