cascade-flagship v030 "pure"

Receipt-driven numpy/scipy-only generator: fastgp backbone (coarse-grid shared-Cholesky GP + calendar anti-alias overlay), ForecastPFN-style composition, regime-OU, event shapes, and six weakness families targeting the field-wide eval gaps. Stratified lazy interleaved emission; patch-aligned lengths. See generator.py docstring for design rationale.