humanizer

Rewrite AI-generated text to sound natural and human-written.

2|Updated Jan 20, 2026

Search Tags:#ai writing #content refinement #natural language #text editing #humanizer #style improvement

Ready to run

npx skills add https://github.com/gjkeller/doctor-ralph --skill humanizer-gjkeller

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/gjkeller/doctor-ralph/tree/main/.cursor/skills/humanizer
Command: npx skills add https://github.com/gjkeller/doctor-ralph --skill humanizer-gjkeller

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill removes common patterns and stylistic tics found in AI-generated text, making it sound more natural, engaging, and human-written.

Core Features & Use Cases

AI Pattern Detection: Identifies and flags overused AI vocabulary, promotional language, superficial analyses, and structural oddities.
Natural Language Rewriting: Rephrases sentences to improve flow, vary sentence structure, and inject personality.
Use Case: You've received a draft report from an AI assistant. Use this Skill to edit the text, ensuring it reads like a human wrote it, removing any sterile or overly formal AI-isms.

Quick Start

Use the humanizer skill to rewrite the provided text to sound more natural.

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?▼

You can make AI text sound natural by identifying and correcting specific linguistic patterns like superficial analyses and vague attributions. Rewriting these phrases varies sentence structure and improves overall readability for authentic communication.

What are common signs of AI writing to look for when editing content?▼

Common signs of AI writing include inflated significance, promotional language, superficial analyses, vague attributions, and overused vocabulary. Identifying these structural oddities helps flag text that needs stylistic refinement to sound authentic.

Can I use a humanizer skill to rewrite a draft report from an AI assistant?▼

Yes, you can use a humanizer skill to edit a draft report from an AI assistant. It rephrases sentences to improve flow and removes sterile or overly formal AI-isms, ensuring the final document sounds human-written and engaging.

What is the best way to remove promotional language and AI-isms from text?▼

The best way to remove promotional language and AI-isms is to rewrite the text using a comprehensive guide based on Wikipedia's signs of AI writing. This detects overused vocabulary and rephrases sentences for better flow and personality.

Does humanizing AI text require any external dependencies or text editing tools?▼

Humanizing AI text does not require external dependencies or text editing tools. The skill operates independently using internal references to identify AI patterns and rewrite the prose naturally without needing additional software setup.