What is the Humanizer skill for Claude Code?

It is a specialized tool that scans text for patterns typical of large language models and rewrites them to sound more natural, engaging, and human-written.

Does this skill change the meaning of my writing?

No, the skill is designed to preserve the core message and meaning while stripping away robotic phrasing and sterile linguistic structures.

How does it identify AI-generated content?

It uses a comprehensive list of patterns based on Wikipedia's AI Cleanup project, including specific 'AI vocabulary' (e.g., 'testament', 'underscore'), overused grammar structures, and mechanical formatting styles.

Can I use this for technical documentation?

Yes, it is excellent for technical documentation as it removes fluff and 'puffy' significance while keeping the technical facts intact.

Does it just remove words or add new ones?

It does both; it removes 'soulless' patterns and can inject 'soul' by adding varying rhythms, first-person perspectives where appropriate, and specific emotional nuance.

Humanizer

Name: Humanizer
Author: softaworks

bysoftaworks

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347

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콘텐츠 관리

Strips AI-generated patterns and robotic phrasing from text to produce natural, human-sounding content.

The Humanizer skill refines AI-generated text by identifying and eliminating common linguistic footprints such as overused vocabulary, formulaic structures, and sterile phrasing. Grounded in Wikipedia's 'Signs of AI writing' guidelines, it goes beyond simple cleanup to inject personality, vary sentence rhythm, and maintain a consistent human voice. It is particularly useful for developers and writers who want to ensure their documentation, blog posts, and communications don't sound like 'AI slop' while preserving the original technical accuracy and intent.

주요 기능

01Restructures superficial '-ing' phrases and repetitive 'rule of three' groupings.

02Injects personality and rhythm by varying sentence length and adding subjective perspective.

03Eliminates mechanical formatting issues such as em dash overuse and excessive bolding.

04Detects and replaces high-frequency AI vocabulary like 'delve', 'tapestry', and 'pivotal'.

05Corrects 'copula avoidance' by replacing elaborate phrases with simple, direct verbs.

06347 GitHub stars

사용 사례

01Polishing AI-generated technical documentation to sound professional yet human-led.

02Converting sterile marketing copy into engaging, personality-driven blog posts.

03Refining automated project summaries to remove repetitive linguistic patterns.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add softaworks/agent-toolkit humanizer

For use in Claude.ai and ChatGPT

Download Skill