claim-scorecard

Track public advisors' (finfluencers, analysts, newsletter writers) checkable predictions to their outcomes — extract falsifiable claims from transcripts, newsletters, or pasted text into a deduped JSONL ledger, auto-expire claims past their window, resolve outcomes via web search, and render per-advisor scorecards with hit rates. Use when the user says "score this advisor", "track these predictions", "did his calls come true", "claim scorecard for <channel>", "log these calls", "how accurate is this analyst", or pastes advisor content and wants its predictions held to their windows.