Session Rhythm Gauge

Hour-of-day expectation model: the vol tide the clock predicts, the actual pulse inside it, volume surprise conditioned on the hour, and ≥3σ same-hour anomalies. Intraday only (tf ≤ 1h) — higher TFs under-sample the buckets and render nothing.