Autonomous research pipeline that scrapes, analyzes, and synthesizes a target YouTuber's or Threads creator's corpus — then produces a data-backed viral thread with production-ready visuals. Trigger when the user wants to analyze a creator's content strategy, reverse-engineer their packaging patterns (titles/openers, thumbnails/media, hooks, structure), or build a research-backed Threads post. Phrases that activate this skill: "analyze this YouTuber", "analyze this Threads creator", "study this creator's channel", "break down their Threads account", "what makes their videos work", "what makes their Threads work", "study this Threads handle", "Threads content forensics", "creator forensics", "AI Content Forensics". Single- invocation pipeline — one command produces raw corpus, analyses, constitutions, a 9-post thread, and 9 carousel visuals.
2026-04-26