PublicDataWorks

Transform raw disinformation research into production-ready detection heuristics for the VERDAD audio monitoring pipeline. Handles ingestion from Google Docs, raw notes, or even just a topic name — generates bilingual (Spanish/Arabic) heuristics, updates prompt files, and deploys to Supabase. Use this skill whenever the user mentions VERDAD heuristics, disinformation categories, detection prompts, or wants to add/update/modify any disinformation detection category. Triggers on phrases like "add a new category", "update heuristics", "new disinformation topic", "ingest this Google Doc", or any reference to categories 1-21+ in the VERDAD system. Even if the user just says something like "we need to detect X type of misinformation", this skill applies.