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ai-writing-detector

Identify AI-generated writing patterns in text with category counts and line references.

3|Updated Mar 23, 2026
Search Tags:#authenticity#ai-writing#pattern-detection#text-analysis#detect
One-click install
npx skills add https://github.com/ai-ecoverse/skills --skill ai-writing-detector
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-writing-detector
Source: https://github.com/ai-ecoverse/skills/tree/main/skills/ai-writing-detector
Command: npx skills add https://github.com/ai-ecoverse/skills --skill ai-writing-detector

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Identifies AI-generated writing patterns in prose, drafts, and technical documents to help editors, researchers, and teams assess authenticity and detect potential misuse.

Core Features & Use Cases

  • Pattern detection across categories: vocabulary markers, structural tells, content patterns, and style markers, with per-category counts and flagged passages.
  • Detailed reporting: returns line references for flagged passages and a confidence score, suitable for audits, reviews, and quality assurance.
  • Use Case: Verify a draft for authenticity before publication or assess a large corpus for AI-assisted writing across departments.

Quick Start

Analyze the provided text to identify AI-writing patterns and report findings with confidences.

Frequently Asked Questions about ai-writing-detector

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

FAQPage Schema
How do I detect AI-generated writing patterns in a document?▼

To detect AI-generated writing patterns, analyze the text for vocabulary markers, structural tells, content patterns, and style markers. This skill evaluates these categories, flagging specific passages with line references and confidence indicators to assess authenticity.

Can I verify text authenticity for technical documentation and creative prose?▼

Yes, you can verify authenticity for technical documentation, creative prose, and drafts. The analysis applies pattern detection across these formats, reporting per-category counts and confidence scores to identify AI-assisted writing.

How do I get line references for flagged AI writing passages?▼

You get line references for flagged AI writing passages through the skill's detailed reporting feature. It outputs structured results with per-category pattern counts, confidence scores, and specific line references for flagged passages.

What is the best way to audit a large corpus for AI-assisted writing?▼

The best way to audit a large corpus for AI-assisted writing is using structured pattern detection that categorizes vocabulary and style markers. This generates a structured result with confidence indicators suitable for vector index embedding and quality assurance.

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