FlexiBand: Rigid-Band Violation Checker for d-Band Catalyst Screening

A plug-in for computational catalyst screening that checks each candidate alloy against the d-band model's hidden assumption — that d-band filling stays constant — and re-ranks the candidates where that assumption breaks, so teams don't waste lab cycles on false positives.