humanizer

Rewrite AI-generated text to remove stylistic patterns and add natural personality.

103|15|Updated Feb 6, 2026
One-click install
npx skills add https://github.com/KaimingWan/oh-my-claude-code --skill humanizer-kaimingwan
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/KaimingWan/oh-my-claude-code/tree/main/archive/v2/claude-skills/humanizer
Command: npx skills add https://github.com/KaimingWan/oh-my-claude-code --skill humanizer-kaimingwan

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill removes common patterns and stylistic tics found in AI-generated text, making it sound more natural, engaging, and human-written.

Core Features & Use Cases

  • AI Pattern Detection: Identifies and corrects overused phrases, inflated significance, promotional language, and other AI-isms.
  • Voice and Personality Injection: Rewrites text to add natural rhythm, opinions, and personality, moving beyond sterile neutrality.
  • Use Case: You've received a draft report from an AI assistant. Use this Skill to refine the language, remove repetitive phrasing, and ensure it reads like it was written by a human expert.

Quick Start

Use the humanizer skill to rewrite the following text to sound more natural: [Paste your AI-generated text here].

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 text sound human, you rewrite the content to correct inflated significance, promotional language, and repetitive structures. This process uses a style guide to inject natural rhythm and personality, ensuring the prose reads like a human expert wrote it.

What are common signs of AI writing that need to be removed?

Signs of AI writing include inflated significance, superficial analyses, vague attributions, and overused promotional phrases. Removing these AI-isms involves rewriting the text to add opinions and natural sentence rhythms based on a comprehensive stylistic guide.

How do I refine a draft report to remove repetitive AI phrasing?

To refine a draft report and remove repetitive AI phrasing, analyze the text for superficial analyses and vague attributions. Rewrite the identified sections to inject personality and ensure the language reads like a natural, engaging human draft.

Does text humanization work for adding personality to sterile AI content?

Text humanization works for adding personality by rewriting sterile AI content to include opinions and natural rhythm. It identifies specific linguistic patterns like vague attributions and corrects them to produce engaging, human-sounding prose.

When should I use a humanization style guide for content refinement?

Use a humanization style guide for content refinement when your AI-generated text suffers from repetitive structures or superficial analyses. It applies stylistic authenticity rules to transform sterile neutrality into engaging, human-written prose.