Every high-conviction-signal and confluence-6star finding is auto-rated 30 minutes after it fires: HIT if signed move ≥ +0.5%, MISS if ≤ -0.5%, FLAT otherwise. Hit-rate by setup tells you which patterns the brain ACTUALLY predicts well vs. which are noise. Outcomes feed back into per-symbol weights — hit nudges +0.005, miss -0.005 — autonomously, every 5 min.