humanizer

Rewrite AI-generated text to remove detectable patterns while preserving meaning.

1|1|Updated Feb 2, 2026
One-click install
npx skills add https://github.com/corticalstack/claude-code-flow --skill humanizer-corticalstack
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/corticalstack/claude-code-flow/tree/main/.claude/skills/humanizer
Command: npx skills add https://github.com/corticalstack/claude-code-flow --skill humanizer-corticalstack

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It removes common patterns and stylistic tells that make AI-written text feel obvious, overly polished, or emotionally flat, while preserving the original meaning.

Core Features & Use Cases

  • AI-pattern detection and rewriting: Identifies frequent AI writing signals such as vague authority, promotional language, filler/hedging, overused phrasing, and formulaic structures, then rewrites those sections to read naturally.
  • Voice matching and personality injection: Calibrates the rewrite to the user’s intended tone and, when provided, matches the user’s sample writing style so it sounds like a real person wrote it.
  • Anti-AI revision loop: Performs an explicit audit pass for remaining “AI tells” and revises again to reduce detectability.

Quick Start

Humanize this text while preserving the original meaning and matching a natural, human voice: Paste your text 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 writing sound more human?▼

To make AI writing sound more human, the Skill identifies and rewrites detectable phrasing, vague authority, and formulaic structures while preserving your original meaning. It performs an audit pass to remove remaining AI tells until the text reads naturally.

What are common AI writing patterns that make text sound machine-generated?▼

Common AI writing patterns include vague authority, promotional language, filler hedging, overused phrasing, and formulaic structures. Humanizing text involves detecting these specific stylistic signals and rewriting them to sound natural and emotionally engaging.

How do I humanize an email or report while keeping the original meaning?▼

You can humanize an email or report while keeping the original meaning by applying a rewriting process that targets stylistic AI tells. The Skill maintains your original intent and calibrates the tone to match a natural, human voice.

Can I match AI rewritten text to my own writing style?▼

Yes, you can match AI rewritten text to your own writing style by providing a writing sample. The Skill calibrates its voice matching and personality injection to ensure the revised text mirrors your specific tone and personality.

Does humanizing text remove all AI writing detection signals?▼

Humanizing text reduces AI writing detection signals by performing an explicit anti-AI revision loop. It audits the text for remaining AI tells and revises the content again until the structure, style, and phrasing read naturally and avoid machine-produced patterns.