humanizer

Remove AI-generated writing patterns and stylistic tells from text.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill removes patterns and stylistic choices common in AI-generated text, making your writing sound more natural, engaging, and human-written.

Core Features & Use Cases

  • AI Pattern Detection: Identifies and flags common AI writing tells across content, language, style, and communication.
  • Natural Language Rewriting: Rephrases sentences and paragraphs to eliminate AI-isms and inject personality.
  • Use Case: You've used an AI to draft a blog post. Run it through this Skill to refine the tone, vary sentence structure, and add a unique voice before publishing.

Quick Start

Use the humanizer skill to rewrite the following text to sound more human.

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 text sound more natural, you need to refine the content by removing formulaic patterns like significance inflation, superficial analyses, and sycophantic tones. This process rephrases sentences and adjusts style to eliminate AI-isms for human-like expression.

What writing patterns does AI content refinement remove to improve naturalness?

AI content refinement removes vocabulary repetition, copula avoidance, negative parallelisms, and rule of three overuse. It also corrects style issues like em dash overuse, boldface overuse, inline-header lists, and curly quotation marks to improve naturalness.

How do I eliminate chatbot artifacts and hedging from my AI writing?

To eliminate chatbot artifacts and excessive hedging from AI writing, you must correct communication patterns by removing knowledge-cutoff disclaimers, sycophantic tones, and promotional language. This strips filler phrases to produce concise and impactful text.

Can I use a text editing assistant to fix AI style issues like title case headings?

Yes, you can use a text editing assistant to fix AI style issues like title case headings, emoji use, and inline-header lists. It adjusts styling by correcting these formatting choices alongside name-dropping and vague attributions.

Does AI writing detection cover superficial analyses and false ranges?

Yes, AI writing detection covers superficial analyses and false ranges by analyzing content for significance inflation and synonym cycling. It flags these specific formulaic challenges to ensure your text avoids common AI-generated structures.