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.