AI-generated text has identifiable linguistic patterns — overused vocabulary (delve, landscape, robust), templated phrases ("in today's fast-paced world"), structural habits (em dash density, sentence uniformity), and grammatical fingerprints (GPT-4o uses participial clauses 5.3× more than humans, per PNAS 2025). This skill gives Claude a structured, evidence-backed way to detect and explain these patterns in any submitted text.
Content editors reviewing freelancer submissions, writers auditing their own AI-assisted drafts, journalists checking PR materials, and anyone wanting to strip AI-sounding patterns from their writing.
Inspired by Sujay Choubey's Slop Detector and the LLM Slop Detection Corpus compiled from FSU research (February 2025), PNAS (2025), Pangram arXiv 2402.14873, PMC (2024), Wikipedia's Signs of AI Writing guide, and Blake Stockton's "Don't Write Like AI" series.
🤖 Generated with Claude Code