humanizer

Identify AI writing patterns and rewrite text to sound human.

Updated Dec 21, 2025

Search Tags:#tone #voice #editor #ai-writing #humanize #writing-patterns #copy-edit

Ready to run

npx skills add https://github.com/thurstonsand/ansiblonomicon --skill humanizer-thurstonsand

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/thurstonsand/ansiblonomicon/tree/main/agents/project-management/skills/humanizer
Command: npx skills add https://github.com/thurstonsand/ansiblonomicon --skill humanizer-thurstonsand

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Remove AI-generated writing patterns to make text sound natural and human-written, preserving intent and tone.

Core Features & Use Cases

Identify AI writing patterns (e.g., inflated symbolism, -ing analyses, vague attributions) and highlight them.
Rewrite problematic sections to inject voice and personality while preserving meaning.
Use cases include editing emails, reports, articles, posts, or any text requiring a natural human touch.

Quick Start

Paste the text you want to humanize and request a natural, human-written rewrite.

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 human?▼

To make AI-generated text sound human, you need to identify robotic writing patterns like inflated symbolism and vague attributions, then rewrite those sections to restore natural voice and tone while preserving the original meaning.

How do I remove AI writing patterns from my documents and emails?▼

Removing AI writing patterns from documents and emails requires copy-editing problematic sections such as -ing analyses, injecting personality and voice to rewrite the text into a natural, single humanized version that retains original intent.

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

Common AI writing patterns to look for when editing include inflated symbolism, -ing analyses, and vague attributions. Highlighting these specific structures allows you to target and rewrite them to sound human.

Does humanizing AI text change the original meaning?▼

Humanizing AI text does not change the original meaning. The process ensures faithful meaning preservation while applying voice customization, delivering a single humanized version that retains the original intent and tone.

Can I customize the voice and tone when rewriting AI-generated content?▼

You can customize the voice and tone when rewriting AI-generated content. The humanization process applies voice customization to inject personality into problematic sections, ensuring the output sounds natural and meets your requirements.