humanizer

Rewrite text to remove AI writing patterns and preserve meaning.

Updated May 4, 2026
One-click install
npx skills add https://github.com/JamesFincher/gengar --skill humanizer-jamesfincher
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/JamesFincher/gengar/tree/main/skills/creative/humanizer
Command: npx skills add https://github.com/JamesFincher/gengar --skill humanizer-jamesfincher

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Humanizer removes common AI-writing patterns and replaces them with more natural phrasing so your writing doesn’t feel robotic, formulaic, or “de-AI.”

Core Features & Use Cases

  • AI-tell detection and pattern removal: Scans for recognizable AI habits (e.g., inflated significance, generic phrasing, hollow structure) and rewrites the affected parts.
  • Voice matching (optional calibration): If you provide a sample of your writing, it adjusts rhythm, word choice, paragraph flow, and punctuation habits to match you.
  • Soul-preserving rewrites: Goes beyond cleaning by adding opinions, specificity, uncertainty, and personality while preserving the original meaning.
  • Common use cases: Blog/essay drafts, emails, PR descriptions, memos, documentation, tweets, and any text that needs to sound like a real person wrote it.

Quick Start

Use the humanizer skill to rewrite this text so it sounds like you: "Paste your draft here."

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 human?

To make AI text sound more human, you rewrite it by detecting recurring AI tells like inflated significance and generic phrasing, then replacing them with natural rhythm and specific personality while preserving the original meaning.

What is AI slop and how do I remove it from my drafts?

AI slop is recognizable AI writing patterns like inflated significance and generic phrasing. You remove it by scanning drafts to detect these habits and rewriting the affected parts with specific, natural language and personality.

How do I match my own writing voice when editing AI prose?

Matching your writing voice when editing AI prose requires providing a writing sample for optional voice calibration. The system adjusts the rewritten prose's rhythm, word choice, flow, and punctuation habits to match your specific style.

Can I use a humanizer tool for emails and documentation?

You can use a humanizer tool for emails, documentation, memos, and PR descriptions. It rewrites these texts to remove AI-generated writing patterns, ensuring they sound like a real person wrote them while preserving meaning.

Does rewriting text to sound human change the original meaning?

Rewriting text to sound human preserves the original meaning completely. The process performs soul-preserving rewrites that alter rhythm, word choice, and structure to add personality without changing the core message.