humanize

Rewrite AI-generated text to mimic human writing style.

Updated Jun 30, 2026

Search Tags:#writing style #text transformation #AI-generated text #AI detection avoidance #credibility enhancement

Ready to run

npx skills add https://github.com/SunS1eep1ng/codex-dotfiles --skill humanize-suns1eep1ng

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanize
Source: https://github.com/SunS1eep1ng/codex-dotfiles/tree/main/skills/humanize
Command: npx skills add https://github.com/SunS1eep1ng/codex-dotfiles --skill humanize-suns1eep1ng

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps in transforming AI-generated text into more human-like writing, reducing the AI-like tone and improving the text's readability and credibility.

Core Features & Use Cases

Humanization: Rewrites text to sound more like human writing, addressing issues like predictability, overuse of hedging, and AI-like structure.
Style Customization: Allows the user to define style preferences, such as sentence length, vocabulary choice, and punctuation usage.
Use Case: When you have AI-generated text that needs to be made more human-readable, or when you want to avoid AI detection in your writing.

Quick Start

Run the humanize skill on the text file 'output.txt' to improve its readability.

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 can rewrite it to adjust perplexity, burstiness, and hedge density. This process mimics human writing style by addressing predictability and AI-like structure, ultimately improving readability and credibility.

How do I avoid AI detection in my writing?▼

To avoid AI detection in your writing, transform the text by adjusting stylistic features like sentence length, vocabulary choice, and punctuation usage. This reduces the detectability of AI authorship by altering predictable AI-like tone and overused hedging patterns.

What is text perplexity and burstiness in human writing?▼

Text perplexity and burstiness are stylistic features that measure sentence variety and predictability in human writing. Adjusting these metrics, along with hedge density, helps rewrite AI-generated content to mimic the natural fluctuations found in human authorship.

Can I customize the writing style when transforming AI content?▼

You can customize the writing style when transforming AI content by defining specific preferences. The process allows you to set parameters for sentence length, vocabulary choice, and punctuation usage to ensure the rewritten text meets your desired human-like tone and credibility standards.

How do I process a text file to reduce its AI-like tone?▼

To process a text file and reduce its AI-like tone, run the humanization operation directly on the target file, such as 'output.txt'. The system rewrites the content by adjusting stylistic features to improve overall readability and enhance the text's human credibility.