AI-Generated Text Detection Skill

Purpose

Detect patterns typical of LLM-generated text to ensure natural, human-authored academic writing. This skill helps maintain authenticity in research publications, dissertations, and documentation.

When to Use This Skill

Primary Use Cases

1. Pre-Commit Validation - Automatically check manuscripts and documentation before git commits
2. Manuscript Review - Validate academic writing before submission to journals or committees
3. Quality Assurance - Part of systematic QA workflow for research artifacts
4. On-Demand Analysis - Manual review of any text file for AI patterns
5. Writing Evolution Tracking - Monitor writing style changes over time