humanizer

Rewrite text to remove AI-generated writing patterns and improve naturalness.

5|Updated Aug 31, 2025
One-click install
npx skills add https://github.com/KonghaYao/zen-code --skill humanizer-konghayao
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/KonghaYao/zen-code/tree/main/.claude/skills/humanizer
Command: npx skills add https://github.com/KonghaYao/zen-code --skill humanizer-konghayao

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you remove the tell-tale signs of AI-generated writing, making your text sound more natural, engaging, and human-written.

Core Features & Use Cases

  • AI Pattern Detection: Identifies common AI writing patterns like inflated symbolism, promotional language, and overuse of certain grammatical structures.
  • Natural Rewriting: Rephrases sentences and paragraphs to inject personality, vary sentence structure, and eliminate robotic phrasing.
  • Use Case: You've used an AI to draft a blog post, but it sounds a bit sterile. Use this Skill to refine the language, add a more personal touch, and ensure it resonates with your human audience.

Quick Start

Use the humanizer skill to rewrite the following text to sound more natural.

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 more natural, rewrite the content to remove inflated symbolism, promotional language, and stylistic quirks like em dash overuse. This process refines the text to inject personality, vary sentence structure, and eliminate robotic phrasing while preserving the original meaning.

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

Common signs of AI writing include inflated symbolism, superficial analyses, vague attributions, and promotional language. Stylistic quirks like the rule of three and em dash overuse are also frequent indicators that text needs refinement to achieve a human-like quality.

Can I rewrite AI drafts to add a more personal touch for a blog post?

Yes, you can rewrite AI drafts to add a personal touch for a blog post by identifying AI writing patterns and rephrasing sentences. This corrects sterile language and ensures your content resonates better with a human audience while matching your intended voice.

What is the best way to remove robotic phrasing from AI drafts?

The best way to remove robotic phrasing from AI drafts is to use a comprehensive guide based on Wikipedia's Signs of AI writing. This approach identifies and corrects vague attributions and superficial analyses, ensuring your rewritten text maintains its meaning without sounding artificially generated.

Does rewriting AI text to sound human preserve the original meaning?

Yes, rewriting AI text to sound human preserves the original meaning while improving naturalness. The process specifically targets and corrects AI writing patterns like superficial analyses and stylistic quirks, ensuring the text matches the intended voice without altering the core message.

When do I need to refine AI writing for natural language?

You need to refine AI writing for natural language when your draft sounds sterile or exhibits structural quirks like the rule of three. If the text contains inflated symbolism or vague attributions, rewriting it ensures the final output engages human readers effectively.