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humanizer

Remove AI-generated text patterns and enhance readability via linguistic analysis.

9|3|Updated May 18, 2026
Search Tags:#AI detection#text enhancement#voice matching#language processing#text readability
One-click install
npx skills add https://github.com/jordanhubbard/mac --skill humanizer-jordanhubbard
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/jordanhubbard/mac/tree/main/src/mac/_hermes/skills/creative/humanizer
Command: npx skills add https://github.com/jordanhubbard/mac --skill humanizer-jordanhubbard

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 natural and human, removing telltale AI patterns and infusing the text with a personal touch.

Core Features & Use Cases

  • Text Analysis: Identifies and removes signs of AI-generated text such as overly formal language, repetitive structures, and promotional tones.
  • Voice Calibration: Analyzes user-provided writing samples to maintain the writer's voice and style.
  • Use Case: A user submits a document they've written, and the skill enhances it to sound less like an AI and more like a human writer.

Quick Start

Use the humanizer skill to improve the readability of your AI-generated text.

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 human?▼

Making AI-generated text sound more human involves identifying and removing telltale AI patterns such as overly formal language and repetitive structures, then refining the text to align with natural human writing conventions.

Can I match AI writing to my own voice and style?▼

You can match AI writing to your personal voice by providing writing samples for voice calibration, allowing the text enhancement process to analyze and maintain your specific writing style.

What are common signs of AI-generated text?▼

Common signs of AI-generated text include overly formal language, repetitive structures, and promotional tones, which linguistic analysis identifies as deviating from natural human writing conventions.

How do I enhance text readability for automated writing?▼

Enhancing text readability for automated writing requires applying linguistic analysis to strip promotional tones and repetitive structures, ensuring the final output aligns with natural human writing conventions.

Does AI text enhancement work without providing a writing sample?▼

AI text enhancement can remove AI-generated text patterns and improve readability without a writing sample, but providing a sample is required for accurate voice matching and style calibration.

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