humanizer

Rewrites AI-generated text to sound natural and human-like using Wikipedia's signs of AI writing guide.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/joaopcm/dotfiles --skill humanizer-joaopcm
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/joaopcm/dotfiles/tree/main/claude/skills/humanizer
Command: npx skills add https://github.com/joaopcm/dotfiles --skill humanizer-joaopcm

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill removes the tell-tale signs of AI-generated writing, making text sound more natural, engaging, and human-written.

Core Features & Use Cases

  • AI Pattern Detection: Identifies and corrects common AI writing artifacts like inflated symbolism, promotional language, superficial analyses, and vague attributions.
  • Natural Language Enhancement: Rewrites text to improve rhythm, add personality, and inject genuine voice.
  • Use Case: Paste a draft of an article or report that you suspect was AI-generated, and the Skill will revise it to sound more authentic and less robotic.

Quick Start

Use the humanizer skill to rewrite the following 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?

To make AI-generated text sound natural, you need to identify and correct specific linguistic artifacts like inflated symbolism and promotional language. This process rewrites robotic prose into engaging content by improving rhythm and injecting genuine human voice.

What are common signs of AI writing that I need to edit out?

Common signs of AI writing include inflated symbolism, superficial analyses, vague attributions, and promotional language. Detecting these specific stylistic patterns allows you to target and revise artificial phrasing for more authentic, human-sounding content.

How do I rewrite an AI draft to improve its writing style?

Rewriting an AI draft involves analyzing the text for common AI artifacts and applying natural language enhancement. You paste the draft content, and the system automatically revises vague attributions and superficial analyses to establish a more authentic voice.

Can I use a humanizer on my AI-generated article drafts?

Yes, you can apply a humanizer to AI-generated article drafts. It is specifically designed for content creation and editing processes, analyzing the text to correct unnatural rhythm and remove promotional language for a more authentic output.

What is the best way to remove promotional language from AI content?

The best way to remove promotional language from AI content is to use a specialized natural language enhancement tool. It detects AI writing artifacts and rewrites the text to add personality and genuine voice, eliminating superficial analyses.

Are there limitations to automated natural language enhancement for editing?

Automated natural language enhancement relies on analyzing common AI writing artifacts, so highly nuanced or context-specific human voices may require additional manual editing. It corrects structural patterns but may not capture deeply subjective stylistic preferences perfectly.