feat: add adversarial evidence, nightmare difficulty, and benchmark splits

feat: harden grading, expand task catalog, add episode persistence

refactor: update all imports for new directory structure

feat: Add parametric case generator for ChargebackOps

test: add audits docs and regression coverage