Can it maintain technical accuracy during the rewrite?

Yes, the skill is designed to preserve the core meaning and technical details while focusing exclusively on changing the linguistic delivery to be more natural and engaging.

Is this skill based on recognized writing standards?

Yes, it incorporates guidelines from Wikipedia's 'Signs of AI writing' maintained by WikiProject AI Cleanup, combined with best practices for creative and professional writing.

Does it just swap synonyms to bypass AI detectors?

No, it goes much deeper than simple synonym swapping by varying sentence rhythm, acknowledging complexity, and removing mechanical formatting patterns that AI frequently relies on.

What does the Humanizer skill actually do?

It scans your text for common AI signatures—such as specific overused vocabulary, repetitive structures, and a 'soulless' tone—and rewrites them to sound like they were authored by a human.

When is the best time to use the Humanizer skill?

Use it whenever you have used an AI to draft content that feels too sterile, repetitive, or obviously generated, such as in README files, blog posts, or project updates.

AI Text Humanizer

Name: AI Text Humanizer
Author: josephneumann

byjosephneumann

•

コンテンツ管理

Refines and de-robotizes AI-generated text by removing predictable patterns and injecting natural human personality.

The Humanizer skill empowers Claude to act as a sophisticated writing editor that detects and eliminates common AI linguistic tells and formulaic prose. Based on rigorous standards like Wikipedia’s AI cleanup guidelines, it replaces sterile, mechanical writing with content that features varied rhythms, genuine opinions, and an authentic voice. It is particularly useful for developers and content creators who need to ensure their documentation, blog posts, or communications sound like they were written by a person rather than a generic LLM, all while maintaining technical accuracy and core messaging.

主な機能

012 GitHub stars

02Performs a multi-pass anti-AI review to ensure natural flow and emotional resonance

03Restructures repetitive sentence patterns and mechanical 'Rule of Three' groupings

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

05Eliminates promotional puffery, vague weasel words, and overused formatting styles

06Injects personality by adding opinions, first-person perspectives, and rhythmic variety

ユースケース

01Polishing AI-drafted blog posts or social media content to remove 'AI-isms' and add authentic voice

02Converting generic AI-generated technical documentation into engaging, developer-friendly guides

03Refining business communications to replace sterile reporting with professional yet humanized perspectives

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add josephneumann/claude-corps humanizer

For use in Claude.ai and ChatGPT

Download Skill