humanizer

Detect and rewrite AI-generated writing patterns to improve natural flow.

9|2|Updated Jan 29, 2026
One-click install
npx skills add https://github.com/stephanj/claude-code-collections --skill humanizer-stephanj
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/stephanj/claude-code-collections/tree/main/skills/humanizer
Command: npx skills add https://github.com/stephanj/claude-code-collections --skill humanizer-stephanj

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill identifies and removes common AI-generated writing patterns, such as inflated symbolism, promotional language, and formulaic structures, to ensure your content sounds authentic and human.

Core Features & Use Cases

  • Pattern Detection: Automatically flags 24 distinct AI-writing markers including em dash overuse, sycophantic tone, and superficial -ing analyses.
  • Style Refinement: Rewrites text to improve rhythm, inject personality, and vary sentence structure.
  • Use Case: Use this when editing blog posts, emails, or reports that feel sterile or robotic to give them a more natural, human voice.

Quick Start

Invoke the humanizer skill by typing /humanizer followed by the text you want to refine.

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I remove AI-generated writing patterns from my text?

To remove AI-generated writing patterns, the skill analyzes text for stylistic markers and structural patterns, rewriting content to improve natural flow while preserving core meaning. It flags 24 distinct AI-writing markers including em dash overuse and promotional language.

What are common AI writing markers that make content sound robotic?

Common AI writing markers include inflated symbolism, promotional language, formulaic structures, em dash overuse, sycophantic tone, and superficial -ing analyses. These patterns make content sound sterile and robotic rather than natural and human.

Can I use this to edit blog posts, emails, and professional reports?

Yes, you can use this skill to edit blog posts, emails, and professional reports. It applies to content editing, copywriting, and professional communication tasks, refining text to give it a more natural human voice.

What's the best way to refine AI content for a natural human tone?

The best way to refine AI content for a natural tone is to analyze rhythm, inject personality, and vary sentence structure. The skill rewrites text to improve these stylistic elements while maintaining the original message.

Does the humanizer skill preserve the original meaning when rewriting?

Yes, the humanizer skill preserves the core meaning when rewriting. It identifies and removes AI-generated writing patterns to improve natural flow and human tone while keeping the original content's message intact.

When should I not use AI content refinement tools?

You should not use AI content refinement tools when your text already has a natural voice and varied sentence structure. The skill is designed for content that feels sterile, robotic, or exhibits formulaic AI-generated patterns.