humanizer

Detect AI writing patterns and rewrite text to sound human.

Updated Jan 24, 2026
One-click install
npx skills add https://github.com/Johnson1662/johnson-obsidian-notes --skill humanizer-johnson1662
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/Johnson1662/johnson-obsidian-notes/tree/main/content/.claude/skills/humanizer
Command: npx skills add https://github.com/Johnson1662/johnson-obsidian-notes --skill humanizer-johnson1662

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Remove signs of AI-generated writing from text to help it sound more natural and human-written.

Core Features & Use Cases

  • Identify AI-writing patterns such as inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary, negative parallelisms, and excessive conjunctions.
  • Rewrite problematic sections while preserving meaning and intent, and inject personality to match the desired voice.
  • Provide guidance for consistency and tone across longer documents.

Quick Start

Provide a humanized rewrite of the given text, preserving meaning and adding personality.

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 make AI-generated text sound natural, you must identify specific writing patterns like superficial -ing analyses, vague attributions, and em dash overuse, then rewrite those sections while preserving meaning and injecting personality to match your desired voice.

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

Common signs of AI writing include inflated symbolism, promotional language, AI vocabulary, negative parallelisms, excessive conjunctions, and the rule of three. Detecting these patterns allows you to target problematic sections for a natural-sounding rewrite.

How do I rewrite AI content to match my specific voice and tone?

Rewriting AI content to match your voice involves detecting mechanical AI patterns and rewriting problematic sections while preserving the original meaning. You inject personality into the text to ensure consistency and tone match your desired editorial voice.

Can I humanize long documents and maintain consistency across the text?

Yes, you can humanize long documents by applying editorial workflows that detect AI patterns and rewrite sections while preserving meaning. This process provides guidance for consistency and tone across the entire document to maintain a natural voice.

Does humanizing AI text change the original meaning of the content?

Humanizing AI text does not change the original meaning. The process identifies and removes signs of AI-generated writing to produce a natural version, explicitly rewriting problematic sections while preserving the original intent and meaning.

Why does my AI writing sound robotic and how do I fix it?

AI writing sounds robotic due to patterns like excessive conjunctions, negative parallelisms, and vague attributions. You fix it by identifying these AI-writing patterns and rewriting the sections while injecting personality to produce a human-sounding version.