Does this skill change the meaning of my text?

No, the skill is designed to preserve the core message and technical accuracy while replacing 'robotic' phrasing with more natural, human alternatives.

What is the Humanizer Claude Code Skill?

It is a specialized capability for Claude that identifies and removes common AI writing patterns, making generated text sound more natural, human, and engaging.

What specific AI patterns does it detect?

It detects patterns such as em dash overuse, 'AI-isms' like 'tapestry' or 'delve', superficial '-ing' analyses, and formulaic 'Challenges and Future Prospects' sections.

Can it adjust the tone of the writing?

Yes, it can maintain various voices—formal, technical, or casual—while injecting personality and varying sentence rhythms to avoid a 'soulless' feel.

AI Writing Humanizer

Name: AI Writing Humanizer
Author: Serendeep

bySerendeep

0•

内容管理

Refines AI-generated text by removing recognizable machine patterns and injecting natural, human-like personality.

The Humanizer skill transforms robotic, formulaic AI text into engaging, natural writing by identifying and eliminating common LLM tropes. Based on Wikipedia’s 'Signs of AI writing' guide, it targets specific linguistic footprints—such as overused vocabulary, predictable sentence structures, and 'soulless' reporting—to ensure your content resonates with readers. It is an essential tool for developers, editors, and marketers who need to maintain high-quality documentation, blog posts, or repository descriptions without the tell-tale signs of AI generation.

主要功能

010 GitHub stars

02Correction of formulaic structures such as the 'Rule of Three' and 'Negative Parallelisms'.

03Detection and removal of overused 'AI vocabulary' like 'pivotal', 'delve', and 'testament'.

04Optimization of sentence rhythm and flow to avoid monotonous, robotic pacing.

05Replacement of vague weasel words with specific, evidence-based attributions.

06Injection of 'personality and soul' through opinion-based framing and varied sentence lengths.

使用场景

01Polishing AI-generated technical documentation to make it more readable and less repetitive.

02Humanizing marketing copy or blog posts to improve audience engagement and trust.

03Cleaning up AI-generated 'slop' in open-source repository descriptions and README files.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add serendeep/dotfiles humanizer

For use in Claude.ai and ChatGPT