humanize

Detect AI-writing patterns and rewrite text to sound human while preserving meaning.

310|45|Updated Feb 22, 2026
One-click install
npx skills add https://github.com/Mathews-Tom/armory --skill humanize-mathews-tom
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanize
Source: https://github.com/Mathews-Tom/armory/tree/main/skills/humanize
Command: npx skills add https://github.com/Mathews-Tom/armory --skill humanize-mathews-tom

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI-generated drafts often read as robotic or generic. This Skill identifies AI-writing patterns and rewrites text to sound natural while preserving meaning and factual accuracy, enabling clearer communication across domains.

Core Features & Use Cases

  • Detects AI-writing patterns such as significance inflation, AI vocabulary, and promotional language, and suggests concrete rewrites.
  • Produces natural-sounding, domain-appropriate text while maintaining factual content and technical terms.
  • Use Case: polish a draft for academic, technical, or professional contexts by removing tells that reveal AI authorship and improving readability.

Quick Start

Provide a draft text and request a human-sounding rewrite that preserves meaning.

Frequently Asked Questions about humanize

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

FAQPage Schema
How do I make AI-generated text sound more human?

To make AI-generated text sound more human, you need to detect specific AI-writing patterns like significance inflation and promotional language, then rewrite the content to sound natural while preserving the original meaning and factual accuracy.

What are common AI-writing patterns I should look for when editing drafts?

Common AI-writing patterns include significance inflation, AI-specific vocabulary, and promotional language. Identifying these patterns allows you to rewrite robotic text into natural, domain-appropriate content without adding new claims.

How do I rewrite AI text for professional and academic contexts without losing meaning?

To rewrite AI text for professional and academic contexts without losing meaning, apply pattern detection to identify unnatural phrasing, then execute domain-appropriate text rewrites that maintain essential factual content and technical terms.

Can I use a humanize text rewrite tool for technical and blog content?

Yes, a humanize text rewrite tool can process technical and blog content. It identifies AI-writing patterns across academic, technical, professional, and social contexts, producing natural-sounding text while ensuring no new claims are added.

Does rewriting AI text to sound natural change the original factual claims?

Rewriting AI text to sound natural does not change the original factual claims. The process ensures that no new claims are added and that essential factual content remains completely intact during the pattern removal and rewrite.