MANDATORY: Before applying this skill, you MUST read and fully load every file in the references/ directory. These files contain vocabulary blacklists, pattern guides, and validation checklists that are required for correct execution. Do not proceed until all reference files have been opened and their contents are in your context.

Humanize Writing System

Turn robotic AI prose into writing that sounds like you wrote it.

Core Framework

What "Humanizing" Means

This system removes three categories of AI tells:

1. Vocabulary tells - Overused transitions, hedging language, marketing clichés
2. Pattern tells - Repetitive sentence structures, excessive passive voice, artificial rhythm
3. Tone tells - Overly formal register, lack of personal voice, generic enthusiasm

Your meaning stays intact. It just sounds like a person wrote it.

Quick Start