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

•

347

콘텐츠 관리

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

소개

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

Restructures superficial '-ing' phrases and repetitive 'rule of three' groupings.
Injects personality and rhythm by varying sentence length and adding subjective perspective.
Eliminates mechanical formatting issues such as em dash overuse and excessive bolding.
Detects and replaces high-frequency AI vocabulary like 'delve', 'tapestry', and 'pivotal'.
Corrects 'copula avoidance' by replacing elaborate phrases with simple, direct verbs.
347 GitHub stars

사용 사례

Polishing AI-generated technical documentation to sound professional yet human-led.
Converting sterile marketing copy into engaging, personality-driven blog posts.
Refining automated project summaries to remove repetitive linguistic patterns.

소개

주요 기능

Restructures superficial '-ing' phrases and repetitive 'rule of three' groupings.
Injects personality and rhythm by varying sentence length and adding subjective perspective.
Eliminates mechanical formatting issues such as em dash overuse and excessive bolding.
Detects and replaces high-frequency AI vocabulary like 'delve', 'tapestry', and 'pivotal'.
Corrects 'copula avoidance' by replacing elaborate phrases with simple, direct verbs.
347 GitHub stars

사용 사례

Polishing AI-generated technical documentation to sound professional yet human-led.
Converting sterile marketing copy into engaging, personality-driven blog posts.
Refining automated project summaries to remove repetitive linguistic patterns.