Can I use my own writing style guide with this skill?

Yes, you can set the WRITING_STYLE_GUIDE_PATH environment variable to load specific brand or personal guidelines before the humanization process begins.

Does this skill change the meaning of my text?

No, the Humanize skill is governed by non-negotiable constraints to preserve meaning, factual claims, and intent while only refining the style and delivery.

How is the humanization score calculated?

The skill starts with a base score of 100 and deducts points for high-impact violations (like AI vocabulary) and medium-impact violations (like excessive em dashes) to provide a clear before-and-after metric.

What rules does it use to 'humanize' text?

It follows a 30-rule system based on Wikipedia’s 'Signs of AI writing' guide, targeting issues like overused 'AI-isms', formulaic openings, and repetitive sentence rhythms.

Natural Writing Humanizer

Name: Natural Writing Humanizer
Author: richtabor

byrichtabor

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Content Management

Refines AI-generated text by removing robotic patterns and corporate jargon to produce natural-sounding, publication-ready prose.

The Humanize skill transforms machine-generated content into authentic, human-like writing by applying a rigorous framework of 30 rules across categories like content, language, and style. Drawing from Wikipedia’s AI cleanup standards, it identifies and eliminates common AI patterns such as overused vocabulary, repetitive sentence structures, and formulaic openings. The skill provides a detailed scoring report to track improvements, ensuring your copy maintains its original meaning and intent while gaining a unique voice and better rhythm suitable for high-quality technical documentation, blog posts, or professional communication.

Key Features

01Removal of AI-specific vocabulary like 'delve', 'leverage', and 'foster'

02Support for custom brand voices via external writing style guide integration

0330-rule validation framework based on Wikipedia AI cleanup standards

04Automated scoring system to measure text quality before and after editing

05Correction of mechanical formatting, excessive bolding, and repetitive rhythms

0641 GitHub stars

Use Cases

01Cleaning up technical documentation to remove repetitive phrasing and robotic artifacts

02Reviewing and editing corporate communications to sound more approachable and human

03Polishing AI-generated blog posts and articles for a more natural tone

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add richtabor/agent-skills humanize

For use in Claude.ai and ChatGPT

Download Skill