One-click install
npx skills add https://github.com/FormalSnake/dotfiles --skill humanizer-formalsnake
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/FormalSnake/dotfiles/tree/main/users/kyandesutter/claude/skills/humanizer
Command: npx skills add https://github.com/FormalSnake/dotfiles --skill humanizer-formalsnake

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It rewrites text that still sounds AI-generated—too formulaic, hedged, promotional, or oddly patterned—so your writing reads like a real person wrote it.

Core Features & Use Cases

  • Detects common AI-writing tells: significance inflation, vague authority, superficial -ing analysis, copula avoidance, negative parallelisms, filler hedges, and more.
  • Rewrites for natural rhythm and voice: preserves meaning while improving sentence structure, specificity, and “soul.”
  • Optional voice calibration: if you provide a sample of your own writing, it adapts rhythm, punctuation habits, and recurring style traits.
  • Two-pass anti-AI cleanup: performs an audit for remaining AI-isms, then produces a second rewrite to remove leftovers.

Quick Start

Use the humanizer skill to rewrite the text you paste by typing /humanizer, then pasting your draft AI text for revision.

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, the humanizer skill detects common phrasing tells like significance inflation and filler hedges, then rewrites the prose to remove obviously AI generated artifacts while preserving meaning.

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

Yes, you can match your writing style by providing a personal writing sample, which allows the voice calibration feature to adapt rhythm, punctuation habits, and recurring style traits during the text rewriting process.

How does the anti-AI detection cleanup process work?

The anti-AI detection cleanup uses a two-pass process: it audits the initial rewrite for remaining AI-isms, then performs a second rewrite to eliminate leftover artifacts and ensure the output reads like real human writing.

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

Common AI writing patterns include significance inflation, vague authority, superficial -ing analysis, copula avoidance, negative parallelisms, and filler hedges that make text sound formulaic and oddly patterned.

Does the humanizer skill work in Claude Code or OpenCode?

Yes, the humanizer skill works in Claude Code or OpenCode for editing, reviewing, and polishing documents by typing /humanizer and pasting your draft AI text for natural language revision.

Will rewriting my text to sound human change the original meaning?

No, rewriting your text to sound human preserves the original meaning while improving sentence structure, specificity, and tone, satisfying the requirement to match intended meaning without altering core content.