anomalyx command-line contract surface: describe / schema / scan / explain
anomalyx contract core: typed record model, anomaly taxonomy, deterministic reductions, and the tq1 output envelope
anomalyx detector registry: point, distributional, structural, multivariate and cadence families
anomalyx normalization: any input format -> the ax-core RecordSet