ai-writing-detection

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SKILL.md

AI Writing Detection Reference

Expert-level knowledge base for detecting AI-generated text, compiled from academic research, commercial detection tools, and empirical analysis.

Quick Reference: High-Confidence Signals

These indicators strongly suggest AI authorship when found together:

Vocabulary Red Flags

High-signal words (50-700x more common in AI text):

  • "delve", "tapestry", "nuanced", "multifaceted", "underscore"
  • "intricate interplay", "played a crucial role", "complex and multifaceted"
  • "paramount", "pivotal", "meticulous", "holistic", "robust"
  • "stands/serves as", "marking a pivotal moment", "underscores its importance"

Overused phrases:

  • "It's important to note that..."
  • "In today's fast-paced world..."
  • "At its core..."
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