humanizer

Detect and rewrite 24 documented AI writing patterns while preserving meaning and tone.

2.1k|471|Updated Jul 18, 2013

Search Tags:#writing #editing #style #humanize #copyediting #ai-detection

Ready to run

npx skills add https://github.com/MCCTeam/Minecraft-Console-Client --skill humanizer-mccteam

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/MCCTeam/Minecraft-Console-Client/tree/main/.skills/humanizer
Command: npx skills add https://github.com/MCCTeam/Minecraft-Console-Client --skill humanizer-mccteam

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill removes telltale AI-generated phrases, structural artifacts, and formulaic language from text so documentation, blog posts, or community messages read like natural human writing while preserving meaning and intent.

Core Features & Use Cases

Pattern-aware rewriting: Identifies and rewrites 24 documented AI patterns such as significance inflation, AI vocabulary, em-dash overuse, filler phrases, and chatbot artifacts.
Tone and meaning preservation: Maintains the original meaning and matches the intended voice (formal, casual, technical) while adding natural rhythm and personality.
Use Case: Polish MCC documentation, release notes, or forum posts to remove formulaic or promotional AI phrasing and replace it with clear, human-centered prose.

Quick Start

Use the humanizer skill to rewrite the following text to remove AI writing patterns while preserving its meaning and tone.

Frequently Asked Questions about humanizer

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

FAQPage Schema

How do I remove AI writing patterns from generated text?▼

To remove AI writing patterns from generated text, this skill detects and rewrites 24 documented AI patterns such as significance inflation, AI vocabulary, and em-dash overuse. It replaces formulaic language with natural phrasing while preserving the original meaning and tone.

What are common AI-generated writing patterns to look for when editing?▼

Common AI-generated writing patterns include significance inflation, AI vocabulary, em-dash overuse, filler phrases, and chatbot artifacts. Detecting these structural artifacts helps identify formulaic or promotional phrasing that needs rewriting for natural human communication.

Can I humanize AI-generated blog posts without changing the original meaning?▼

Yes, you can humanize AI-generated blog posts without changing the original meaning. The rewriting process maintains the original intent and matches the intended voice, whether formal, casual, or technical, while adding natural rhythm and personality to the prose.

How do I rewrite AI chatbot artifacts in release notes?▼

To rewrite AI chatbot artifacts in release notes, apply pattern-aware editing to replace hedged or promotional language with clear, human-centered prose. This process removes telltale structural artifacts and filler phrases, resulting in natural user-facing documentation.

Does the humanizing process support interactive editing operations?▼

Yes, the humanizing process supports interactive editing operations. You can apply it to edit documentation, blog posts, and community messages, allowing you to iteratively identify and rewrite AI vocabulary while preserving the desired technical or casual tone.