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humanizer

Remove AI-generated language patterns from text to improve naturalness.

64|4|Updated Jun 27, 2026
Search Tags:#commit messages#text processing#natural language#AI-generated content#AI language
One-click install
npx skills add https://github.com/kinncj/Heimdall --skill humanizer-kinncj
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/kinncj/Heimdall/tree/main/.cursor/skills/humanizer
Command: npx skills add https://github.com/kinncj/Heimdall --skill humanizer-kinncj

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill removes detectable AI-generated language patterns, making AI-generated text sound more natural and human.

Core Features & Use Cases

  • AI Language Removal: Eliminates AI-isms and artificial language patterns from text.
  • Natural Language: Enhances documentation, comments, commit messages, and prose.
  • Use Case: Before merging code, use this Skill to review commit messages and comments for natural language.

Quick Start

Humanize your text by running: /humanizer [paste your text here]

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I remove AI-generated language patterns from code comments and commit messages?▼

To remove AI-generated language patterns, the Skill analyzes and rewrites text to eliminate AI-isms, improving the naturalness of code comments and commit messages. It restores human-like prose by post-processing AI-generated content.

What is the best way to make AI-generated documentation sound more natural?▼

Making AI-generated documentation sound more natural involves processing the text to detect and eliminate artificial language structures. This Skill acts as a post-processing step to enhance readability and restore human-like prose in documentation.

Can I use this to review commit messages before merging code?▼

Yes, you can use this to review commit messages before merging code. The Skill is specifically designed to post-process AI-assisted writing, ensuring your commit messages and comments feature natural language.

Does this text processing tool require any dependencies to humanize AI text?▼

No dependencies are required to humanize AI text. The Skill operates standalone using its internal scripts to perform text analysis and rewriting capabilities on your provided content.

Why does AI-generated text sound unnatural and how do I fix it?▼

AI-generated text sounds unnatural due to detectable artificial language patterns and AI-isms. You fix it by running the text through a post-processing Skill that analyzes and rewrites the content for improved readability.

What types of text formats can be processed to restore human-like prose?▼

Various text formats can be processed to restore human-like prose, specifically targeting documentation, code comments, commit messages, and general prose generated by AI language models.

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