text-humanizer

Rewrite AI-generated text into natural human-like prose.

Updated May 13, 2026
One-click install
npx skills add https://github.com/14ag/claude-skills --skill text-humanizer-14ag
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: text-humanizer
Source: https://github.com/14ag/claude-skills/tree/main/text-humanizer
Command: npx skills add https://github.com/14ag/claude-skills --skill text-humanizer-14ag

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and scripts (resource) components.

What problem does it solve?

This Skill helps refine AI-generated text by removing patterns that reveal its artificial origin, making content appear more authentic and human-produced.

Core Features & Use Cases

  • AI writing pattern removal: Eliminates signs like overused phrases, formal language, and structural templates that suggest AI authorship.
  • Text transformation: Rewrites long, verbose, or overly technical text into more natural, flowing language suitable for professional or personal communication.
  • Use Case: Improve the authenticity of reports, articles, or essays by humanizing the language, especially after drafting with AI tools.

Quick Start

Provide a block of AI-generated writing to the skill to analyze and refine for a more natural tone and style.

Frequently Asked Questions about text-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 writing natural, this Skill uses stylometric analysis to identify and remove artificial stylistic cues, restructuring verbose content into flowing, human-like prose.

What is the best way to remove AI detection patterns from an article?

Removing AI detection patterns involves analyzing text to eliminate overused phrases, formal language, and structural templates, which transforms the content to appear authentically human-produced.

Can I humanize technical AI writing for professional communication?

Yes, you can humanize technical AI writing by providing the text block for analysis, which refines overly technical language into a natural tone suitable for professional communication.

How does stylometric analysis improve text refinement?

Stylometric analysis improves text refinement by detecting specific structural and stylistic AI cues, allowing the Skill to adjust candidate patterns for more authentic, human-like writing.

What are the limitations of humanizing AI content with this approach?

The limitation of this text transformation approach is that it focuses on stylistic and structural adjustments, meaning it refines existing AI drafts rather than generating original human thoughts.