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humanizer

Rewrites AI-generated or formal text into natural, relatable prose by analyzing common AI-isms.

Updated May 7, 2026
Search Tags:#writing style#AI patterns#content refinement#natural language#text editing
One-click install
npx skills add https://github.com/cornellsh/arch-dotfiles --skill humanizer-cornellsh
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/cornellsh/arch-dotfiles/tree/main/agents/skills/humanizer
Command: npx skills add https://github.com/cornellsh/arch-dotfiles --skill humanizer-cornellsh

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps users revise AI-written text to sound more natural, authentic, and human, reducing robotic patterns and enhancing readability.

Core Features & Use Cases

  • Text Humanization: Identifies and removes AI-style patterns such as vacuous praise, vague attributions, excessive filler, and overly formal language.
  • Style Matching: Optionally analyzes provided writing samples to match the user's tone and voice in revisions.
  • Practical Application: When editing summaries, reports, or creative writing, use this Skill to produce more engaging and authentic content that flows smoothly.

Quick Start

Ask the AI to humanize your writing by pasting your AI-generated text after "/humanizer" prompt.

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?▼

You can humanize AI text by pasting your content after the /humanizer prompt, which analyzes and rewrites vacuous praise and overly formal language into engaging, authentic prose.

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

Common AI writing patterns include overuse of filler words, vague attributions, vacuous praise, and overly formal language that make content sound artificially constructed rather than genuine.

Can I match the humanized text to my own writing style?▼

Yes, you can match the humanized text to your writing style by providing a writing sample, which the Skill optionally analyzes to replicate your personal tone and voice in revisions.

Does this text humanization tool work for editing reports and summaries?▼

This text humanization tool works for editing reports and summaries by refining artificially constructed language into engaging content that flows smoothly and appears more genuine.

What is the best way to remove promotional language from AI content?▼

The best way to remove promotional language from AI content is to use a text humanization process that identifies promotional patterns and rewrites them with specific, personal expressions.

Are there limitations to humanizing creative writing with AI?▼

A limitation of humanizing creative writing with AI is that the Skill focuses on removing structural AI-isms like excessive filler, which may not fully replace the nuanced intent of original creative work.

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