humanizer

Project Overview

Humanizer is a portable Agent Skill that removes signs of AI-generated writing from text, making it sound more natural and human, without changing what it says. It uses 35 patterns from Wikipedia's "Signs of AI writing" and works with any agent that supports SKILL.md format.

Key Features

• Identifies and replaces 35 AI writing patterns
• Preserves factual accuracy (names, numbers, dates, quotes, citations)
• Matches personal writing style with a provided sample
• Leaves code, data, frontmatter, and link targets untouched
• Shows the rewrite process and a brief critique

Target Audience

• Developers using AI coding agents like Claude Code, Cursor, and Codex
• Writers who want AI-generated text to sound more natural
• Content creators who need to remove AI writing patterns

Quick Start

1. Call the skill directly: /humanizer [paste your text here]
2. Or ask in plain language: "Please humanize this text: [your text]"
3. To match your voice, include a writing sample:

   /humanizer Here's a sample of my writing for voice matching: [paste 2-3 paragraphs of your own writing]
   Now humanize this text: [paste AI text to humanize]

Core Advantages

• Based on 35 Wikipedia-maintained AI writing patterns
• Does not change factual content, only improves expression
• Supports personal style matching
• MIT licensed, open-source and free

System Requirements

• OS: Cross-platform (works with any agent harness that supports SKILL.md format)