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content-humanizer

Detect and remove AI writing patterns using voice blueprints.

2|Updated Jul 22, 2026
Search Tags:#editing#copywriting#brand voice#content quality#ai detection#humanize
One-click install
npx skills add https://github.com/0xUrsanomics/utopia-os --skill content-humanizer-0xursanomics
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: content-humanizer
Source: https://github.com/0xUrsanomics/utopia-os/tree/main/skills-shared/content-humanizer
Command: npx skills add https://github.com/0xUrsanomics/utopia-os --skill content-humanizer-0xursanomics

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill removes the generic, repetitive, and robotic patterns common in AI-generated content, ensuring your writing sounds like a real person with a distinct voice and perspective.

Core Features & Use Cases

  • AI Pattern Detection: Audits content for common AI tells like filler words, hedging, and repetitive sentence structures.
  • Rhythm and Flow Optimization: Restructures sentences to create natural, engaging reading cadences.
  • Voice Injection: Applies specific brand or personal voice profiles to ensure the content aligns with your unique identity.
  • Use Case: Use this when a draft feels generic or "slop-heavy" to elevate it into high-quality, human-sounding marketing copy or professional communication.

Quick Start

Run the content-humanizer skill on the provided draft to detect AI patterns and inject the brand voice profile.

Frequently Asked Questions about content-humanizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make AI generated content sound more human?▼

To make AI generated content sound human, this skill audits text for machine patterns like filler words and repetitive structures, then applies rhythm optimization and voice blueprints to produce authentic prose.

What are common AI writing patterns to look for when editing copy?▼

Common AI writing patterns include filler words, hedging, and repetitive sentence structures. This skill detects these machine-generated tells during structural analysis to target them for removal.

How do I apply a specific brand voice to an existing draft?▼

You apply a brand voice to an existing draft by running this skill to inject defined voice profiles, ensuring the content aligns with your unique identity and specified brand register.

Can I fix robotic sentence rhythm in marketing copy automatically?▼

You can fix robotic sentence rhythm in marketing copy by using this skill to restructure sentences, creating a natural reading cadence by removing generic and repetitive machine patterns.

Does this approach work for agent-authored drafts and blog posts?▼

Yes, this approach works for agent-authored drafts and blog posts. It is designed to process marketing copy and professional communication that feel generic or slop-heavy.

What is the best way to remove hedging from AI text?▼

The best way to remove hedging from AI text is to use a skill that performs AI pattern detection, auditing the content specifically for hedging and filler words before applying structural voice optimization.

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