How does the Humanizer skill identify AI writing?

It scans text for specific linguistic markers common in LLMs, such as 'pivotal,' 'delve,' excessive em-dashes, and formulaic 'Challenges and Future Prospects' sections.

Can I use this for professional or technical documentation?

Absolutely. It is highly effective at removing the 'fluff' and promotional tone often found in AI-generated technical docs, resulting in more concise and professional content.

Is this skill based on specific editing standards?

Yes, it incorporates patterns and best practices identified by the Wikipedia AI Cleanup project to ensure content meets high standards of human readability.

Does this skill change the meaning of my original text?

No, the skill is designed to preserve the core message and meaning while significantly improving the flow, tone, and authenticity of the delivery.

Does it work for different writing styles?

Yes, it can maintain the intended voice—whether formal, casual, or technical—while simply removing the algorithmic fingerprints that make text feel 'robotic'.

AI Writing Humanizer

Name: AI Writing Humanizer
Author: citadelgrad

bycitadelgrad

•

内容管理

Refines AI-generated text by removing recognizable machine patterns and injecting authentic human personality and voice.

The Humanizer skill transforms sterile, formulaic AI output into natural-sounding prose by identifying and correcting common 'AI-isms' like overused vocabulary, repetitive sentence structures, and undue emphasis on significance. Based on established AI cleanup standards, it goes beyond simple editing to vary rhythm, acknowledge complexity, and add a distinct 'soul' to technical documentation, articles, and communications. This ensures your content resonates with human readers by replacing algorithmic certainty with nuanced, engaging, and professional writing.

主要功能

01Corrects structural issues such as copula avoidance, rule-of-three overuse, and negative parallelisms.

02Eliminates 'slop' by converting promotional, ad-like language into objective, high-quality prose.

03Identifies and replaces overused AI vocabulary like 'pivotal', 'underscore', and 'testament'.

04Removes mechanical formatting patterns including excessive bolding, em-dashes, and title-case headers.

051 GitHub stars

06Injects personality by varying sentence rhythm and introducing subjective nuances where appropriate.

使用场景

01Refining blog posts or articles to remove 'AI-isms' that trigger detection or feel insincere.

02Polishing AI-generated technical documentation to make it more readable and less repetitive.

03Humanizing automated project updates and communications to better reflect a personal or team voice.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add citadelgrad/scott-cc humanizer

For use in Claude.ai and ChatGPT

Download Skill