Unified 6-class dashboard spanning US equity, international equity, crypto, commodities, FX, and bonds/rates.
Per-class factor coverage, scored-ticker counts, Brier cohort, regime detection status, and live data-source health.
Honesty contract: classes with zero factors show "no factors registered"; classes with no live data show a red pill — no fabrication.