humanize

Rewrite AI-generated text using a voice profile to reduce AI-detection patterns.

Updated Aug 27, 2026

Search Tags:#pattern-analysis #rewrite #humanize #voice-profile #ai-detection #text-transformation

Ready to run

npx skills add https://github.com/Chief-Mischief-Maker/humanize-kit --skill humanize-chief-mischief-maker

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanize
Source: https://github.com/Chief-Mischief-Maker/humanize-kit/tree/main/skills/humanize
Command: npx skills add https://github.com/Chief-Mischief-Maker/humanize-kit --skill humanize-chief-mischief-maker

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Skill rewrites AI‑generated text so it avoids detection by AI‑detector tools and sounds like the user’s genuine writing style.

Core Features & Use Cases

Pattern Scoring: Analyzes input against statistical, deep‑learning, and document‑level AI detection patterns.
Voice Profile Integration: Loads a personal voice‑profile to apply the user’s unique rhythm, vocabulary, and tone.
Adaptive Rewrite Modes: Chooses surgical, moderate, or full rewrite based on the severity of detected patterns.
Use Case: When you have a draft generated by an AI model and need it to pass AI‑detection checks while retaining your personal voice.

Quick Start

Ask the skill to rewrite the supplied AI‑generated paragraph in your own writing style.

Frequently Asked Questions about humanize

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

FAQPage Schema

How do I rewrite AI-generated text to pass AI detection tools?▼

To rewrite AI-generated text to pass AI detection tools, the Skill analyzes statistical, deep-learning, and document-level patterns, then applies your voice profile to transform the text and eliminate detection signatures used by scanners like Pangram or GPTZero.

What is a voice profile and do I need one to humanize AI text?▼

A voice profile is a file containing your unique writing rhythm, vocabulary, and tone. Yes, it is required; the Skill loads this profile to perform voice-profile-driven transformation so the rewritten output matches your authentic personal writing style.

How does pattern scoring work for AI text detection evasion?▼

Pattern scoring for AI text detection evasion works by analyzing your input against statistical, deep-learning, and document-level detection patterns to score severity, then choosing a surgical, moderate, or full rewrite mode based on those detected patterns.

Can I humanize a short AI-generated snippet or does it require a full document?▼

Yes, you can humanize a short AI-generated snippet. The Skill applies voice-profile-driven transformation to any supplied paragraph, snippet, or document where human-like output is needed to evade AI detectors.

What is the best way to match my authentic voice when rewriting AI drafts?▼

The best way to match your authentic voice when rewriting AI drafts is using a personal voice-profile file integrated with pattern analysis, which applies your unique rhythm, vocabulary, and tone to adaptively rewrite the text surgically or fully.

Why does my rewritten text still trigger AI detectors like GPTZero?▼

If rewritten text still triggers AI detectors like GPTZero, the original AI patterns were likely severe. The Skill chooses surgical, moderate, or full rewrite modes based on detected pattern severity to eliminate statistical and deep-learning detection signatures.