humanize

Rewrite AI-generated text using humanization levers like perplexity and burstiness injection.

341|38|Updated May 26, 2026
One-click install
npx skills add https://github.com/harshaneel/humanize --skill humanize-harshaneel
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanize
Source: https://github.com/harshaneel/humanize/tree/main/humanize
Command: npx skills add https://github.com/harshaneel/humanize --skill humanize-harshaneel

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the challenge of making AI-generated text sound more human-like, by applying various humanization levers and rules.

Core Features & Use Cases

  • Humanization Levers: Applies nine humanization levers to transform text, including perplexity injection, burstiness injection, hedge surgery, and more.
  • Rewrite Protocol: Follows a detailed rewrite protocol to ensure the output text reads as if written by a human.
  • Use Case: Ideal for rewriting AI-generated content, such as articles, reports, or messages, to enhance readability and relatability.

Quick Start

Use the humanize skill to rewrite the provided text to make it sound more human-like.

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, apply humanization levers like perplexity injection, burstiness injection, and hedge surgery. These transform statistical and stylistic characteristics to mimic natural writing patterns.

What is burstiness injection and how does it humanize text?

Burstiness injection is a humanization lever that varies sentence length and structure to mimic human writing. It breaks the uniform rhythm of AI text, making articles and reports feel naturally paced.

What's the best way to rewrite AI content to improve readability?

The best way to rewrite AI content for readability is using a detailed rewrite protocol applying stylistic analysis and rhetorical scaffolding adjustments. This transforms rigid AI outputs into relatable human text.

Can I humanize AI text without losing the original meaning?

Yes, you can humanize AI text without losing meaning by applying hedge surgery and perplexity injection. These methods alter stylistic signals and statistical word choices while preserving the core message.

When should I use text humanization for AI-generated articles?

You should use text humanization for AI-generated articles when the content sounds robotic or lacks relatability. Applying humanization levers mimics human writing characteristics, significantly enhancing reader engagement.