What does the Humanizer skill actually do?

It scans text for linguistic patterns typical of Large Language Models—such as specific vocabulary, repetitive structures, and sterile tones—and rewrites them to sound like they were written by a person.

How does it add 'soul' to sterile writing?

The skill adds voice by varying sentence lengths, acknowledging subjective feelings or uncertainty, and using first-person perspectives where appropriate instead of neutral, robotic reporting.

Is this skill useful for technical documentation?

Yes, it is excellent for removing the 'fluff' and promotional language that AI often adds to technical content, making documentation more direct and easier for developers to read.

What specific AI patterns does it detect?

It looks for 'weasel words,' excessive em dashes, repetitive 'rule of three' structures, 'ing' phrase endings, and high-frequency AI words like 'delve,' 'pivotal,' or 'tapestry.'

Humanizer AI Writing Editor

Name: Humanizer AI Writing Editor
Author: bashfulrobot

bybashfulrobot

0•

Gestión de Contenido

Removes common AI writing patterns and injects natural personality into text to make it sound authentically human.

The Humanizer skill empowers Claude to identify and eliminate the clinical, repetitive, and overly formal 'tells' associated with AI-generated content. Based on Wikipedia's comprehensive 'Signs of AI writing' guide, it detects patterns such as inflated symbolism, em dash overuse, and specific AI vocabulary like 'delve' or 'tapestry.' Beyond mere cleanup, it actively works to inject 'soul' into writing by varying sentence rhythm, acknowledging complexity, and adopting a consistent human voice, making it an essential tool for editors and technical writers who need to maintain an authentic brand voice.

Características Principales

01Detects and replaces high-frequency AI vocabulary and 'weasel words'

02Corrects overused punctuation patterns and mechanical boldface emphasis

030 GitHub stars

04Removes superficial present participle (-ing) phrase additions used for fake depth

05Eliminates repetitive sentence structures like the 'rule of three'

06Injects personality by varying rhythm and adding subjective human nuance

Casos de Uso

01Polishing technical documentation to remove 'marketing-speak' and fluff

02Editing professional communications to ensure they maintain a genuine human touch

03Refining AI-generated blog posts to sound less robotic and more engaging

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bashfulrobot/nixerator humanizer

For use in Claude.ai and ChatGPT