humanizer

Detect AI writing patterns and rewrite text into natural human prose.

Updated May 9, 2026

Search Tags:#editing #patterns #ai-writing #humanize #text-processing #style-matching

Ready to run

npx skills add https://github.com/HwFee/AgentProject --skill humanizer-hwfee

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/HwFee/AgentProject/tree/main/skills/humanizer
Command: npx skills add https://github.com/HwFee/AgentProject --skill humanizer-hwfee

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps editors rewrite AI-generated or machine-authored text to read as natural, human-written prose, preserving meaning while removing common AI tells.

Core Features & Use Cases

Identify AI writing patterns (per the guide) and rewrite text to sound human.
Preserve the original meaning while improving tone, rhythm, and clarity.
Voice calibration option: match a user's writing style when provided with a sample.
Use cases: editing reports, marketing copy, or any draft that needs a human editorial touch.

Quick Start

Paste AI-generated text here to rewrite it in a natural, human voice.

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?▼

To make AI-generated text sound natural, this skill identifies common AI writing patterns and rewrites the content to improve tone and rhythm while preserving the original meaning. It processes drafts like reports and marketing copy to remove machine-authored phrasing.

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

Yes, you can match your writing style through voice calibration. By providing a sample of your writing, the text processing adjusts the rewritten output to match your specific style, ensuring the humanized text aligns with your personal or brand voice.

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

Common AI writing patterns include repetitive sentence structures, overly formal phrasing, and predictable rhythm. This skill detects these machine-authored patterns during processing and rewrites them to introduce natural variation, improving clarity and making the text sound human.

How do I humanize AI writing for marketing copy without changing the meaning?▼

You can humanize AI writing for marketing copy by applying this skill to your drafts. It rewrites the text to remove AI patterns while running safety checks to strictly preserve the original meaning and ensure the humanized content remains accurate.

Does this text humanizing tool work for long reports and articles?▼

Yes, this text humanizing tool works for long reports and articles. It applies pattern detection and rewriting to various draft formats, editing machine-authored content to read as natural, human-written prose while maintaining the document's core meaning.