humanizer

Detect and rewrite AI-generated writing patterns into natural human text.

Updated Feb 10, 2026
One-click install
npx skills add https://github.com/ihj04982/my-cursor-settings --skill humanizer-ihj04982
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/ihj04982/my-cursor-settings/tree/main/skills/humanizer
Command: npx skills add https://github.com/ihj04982/my-cursor-settings --skill humanizer-ihj04982

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill removes common patterns found in AI-generated text, making it sound more natural, engaging, and human-written.

Core Features & Use Cases

  • AI Pattern Detection: Identifies and flags overused AI vocabulary, superficial analyses, promotional language, and other tell-tale signs of machine writing.
  • Natural Language Rewriting: Rephrases sentences and paragraphs to improve flow, vary sentence structure, and inject personality.
  • Use Case: Paste a block of text that sounds a bit too polished or generic, and the Skill will revise it to have more voice and feel more authentic.

Quick Start

Use the humanizer skill to rewrite the following text to sound more natural.

Frequently Asked Questions about 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-written?

To make AI-generated text sound more natural, you need to identify and rewrite specific linguistic markers like promotional language, em dash overuse, and inflated symbolism. Removing these AI patterns rephrases the content to vary sentence structure and inject a more authentic voice.

What are common AI writing patterns that make text sound robotic?

Common AI writing patterns include superficial analyses, vague attributions, negative parallelisms, excessive conjunctive phrases, and the rule of three. Detecting these specific linguistic and stylistic markers helps flag machine-generated content for targeted rewriting.

How do I remove AI vocabulary and promotional language from my drafts?

You can remove AI vocabulary and promotional language by applying targeted rewrites that detect overused machine-generated phrases. This process replaces generic, polished phrasing with more engaging text that varies sentence structure and feels more authentic.

Can I rewrite a block of text to fix em dash overuse and rule of three patterns?

Yes, you can rewrite a block of text to fix em dash overuse and the rule of three by identifying these specific stylistic markers. The text is revised to eliminate these repetitive structures, resulting in more natural language flow.

Does this natural language rewriting approach work for any text scale?

This natural language rewriting approach works by processing pasted blocks of text to detect and fix AI-generated writing patterns. It operates by identifying specific linguistic markers and applying targeted rewrites, making it suitable for any text block you provide.

Why does my AI writing have vague attributions and superficial analyses?

AI writing often features vague attributions and superficial analyses because these are common linguistic markers generated by large language models. Detecting these tell-tale signs of machine writing allows you to apply targeted rewrites for deeper, more specific phrasing.