humanizer

Detect AI writing patterns and rewrite content into natural prose.

Updated Jun 9, 2026
One-click install
npx skills add https://github.com/catalinakarstulovic2-ai/hotel --skill humanizer-catalinakarstulovic2-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/catalinakarstulovic2-ai/hotel/tree/main/.claude/skills/humanizer
Command: npx skills add https://github.com/catalinakarstulovic2-ai/hotel --skill humanizer-catalinakarstulovic2-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI-generated text often reads stilted or impersonal. This Skill helps rewrite content to sound more natural and human by identifying common AI-writing patterns and applying human-centered editing techniques.

Core Features & Use Cases

  • Pattern detection: inflated symbolism, promotional language, vague attributions, excessive -ing forms, overused em dashes, and other AI-writing markers.
  • Editing guidance: Rewrites that preserve meaning and adjust voice and tone to suit the audience.
  • Use cases: Polishing drafts, preparing communications, and improving readability for reports and proposals.

Quick Start

Paste AI-generated text and request a humanized rewrite.

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 writing sound natural, paste the generated text and request a humanized rewrite. The system identifies specific AI writing patterns like inflated symbolism and vague attributions, then applies edits to produce natural prose.

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

Common AI writing patterns include inflated symbolism, promotional language, repetitive -ing phrases, vague attributions, and excessive em dash usage. Detecting and removing these markers helps humanize text.

Can I humanize AI writing for professional emails and reports?

Yes, you can humanize AI writing for professional emails and reports. The editing process adjusts voice and tone to suit the audience while preserving the original meaning across general content, documents, and web pages.

How do I edit AI drafts to improve readability without losing meaning?

To edit AI drafts and improve readability without losing meaning, apply human-centered editing techniques that target and rewrite specific AI markers. This preserves the core message while adjusting the prose to sound natural.

What is the best way to remove promotional language from AI-generated web pages?

The best way to remove promotional language from AI-generated web pages is to use a humanizer tool that detects promotional phrasing and applies targeted edits. This rewrites the content into natural, human-like prose suitable for readers.