content-scrubber

Detects and removes AI-generated patterns from written text.

4|1|Updated Jan 27, 2026
One-click install
npx skills add https://github.com/AreteDriver/ai-skills --skill content-scrubber
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: content-scrubber
Source: https://github.com/AreteDriver/ai-skills/tree/main/personas/web/content-scrubber
Command: npx skills add https://github.com/AreteDriver/ai-skills --skill content-scrubber

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill removes subtle linguistic patterns and formatting quirks that mark content as AI-generated, making it sound more natural and human.

Core Features & Use Cases

  • AI Pattern Detection: Identifies filler phrases, invisible unicode watermarks, and structural tells.
  • Content Rewriting: Modifies content to eliminate AI signatures while preserving meaning.
  • Use Case: Polish blog posts or marketing copy generated with AI assistance to ensure they pass as human-written before publication.

Quick Start

Use the content-scrubber skill to make the attached article sound more human.

Frequently Asked Questions about content-scrubber

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

FAQPage Schema
How do I humanize AI-generated text to pass AI detection tools?

Detect and remove AI-generated patterns like filler phrases and invisible unicode watermarks, then rewrite the content to sound naturally human while preserving the original meaning and passing AI detection tools.

What are invisible unicode watermarks in AI content and how are they removed?

Invisible unicode watermarks are specific hidden characters inserted into AI-generated text that mark it as machine-written. They are removed by scanning the text for specific unicode characters and eliminating them during the rewriting process.

How do I polish blog posts to eliminate robotic tells before publication?

Polish blog posts by detecting structural uniformity and filler phrases, then applying targeted rewrites to eliminate AI signatures and score the output to ensure the copy sounds naturally human before publication.

Does rewriting content to remove AI signatures preserve the original meaning?

Rewriting content to remove AI signatures preserves the original meaning and quality while modifying linguistic patterns and formatting quirks to ensure the text sounds naturally human.

Can I use content polishing tools on marketing copy generated with AI assistance?

You can use content polishing tools on marketing copy generated with AI assistance to identify structural tells, eliminate robotic linguistic patterns, and rewrite the text to ensure it passes as human-written.

What limitations exist when detecting structural uniformity in AI-assisted content?

A limitation when detecting structural uniformity is that the process requires scanning for specific linguistic patterns and unicode characters, meaning highly customized or heavily edited text may yield fewer detectable AI signatures to rewrite.