humanizer

Identify AI writing patterns and rewrite text into natural human prose with change notes.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/Bt-Shz/jc --skill humanizer-bt-shz
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/Bt-Shz/jc/tree/main
Command: npx skills add https://github.com/Bt-Shz/jc --skill humanizer-bt-shz

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps editors remove signs of AI-generated writing and rewrite text to read as natural, human-written prose.

Core Features & Use Cases

  • Identify AI writing patterns such as -ing endings, hedging, overuse of adjectives, and promotional language, then rewrite them in a concise, human tone.
  • Preserve meaning while adjusting voice to match the intended audience (formal, casual, technical, etc.).
  • Inject personality to avoid robotic or Wikipedia-like tone while maintaining clarity.

Quick Start

Provide a sample of AI-generated text and apply the humanizer steps to rewrite it in a natural, human voice.

Frequently Asked Questions about humanizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make AI-generated text sound more natural and human?

To humanize AI-generated text, provide the content to the Skill, which identifies AI writing patterns like -ing endings, hedging, and overuse of adjectives, then rewrites it in a concise, human tone. It preserves the original meaning while adjusting the voice for a human reader.

What are common AI writing patterns I should look for when editing?

Common AI writing patterns include -ing endings, hedging, overuse of adjectives, and promotional language. The Skill detects these specific markers and rewrites them to inject personality and avoid a robotic or Wikipedia-like tone.

Can I adjust the voice of AI text for a specific target audience?

Yes, you can adjust the voice of AI text to match your intended audience, whether formal, casual, or technical. The Skill preserves the core meaning while modifying the tone to ensure it reads naturally for your specific readers.

How do I remove promotional language from AI-written content?

To remove promotional language from AI-written content, the Skill identifies these promotional patterns and rewrites the text in a concise, human tone. It injects personality while maintaining clarity and avoiding a robotic tone.

Does the humanizer change the original meaning of my text?

No, the humanizer preserves the original meaning of your text while adjusting the voice. It focuses on rewriting AI patterns to sound natural and human, and includes a brief note on the exact changes made.

What is the best way to edit AI text to avoid a robotic tone?

The best way to edit AI text to avoid a robotic tone is to use the Skill to identify and rewrite AI patterns like hedging and overuse of adjectives. It injects personality to make the prose read as natural and human-written while maintaining clarity.