Page-level audit trail
Each run writes a manifest, provenance, quality warnings, cost evidence, review queue, and an executable rerun plan as ordinary files.
- Budgets can cap pages, tokens, and dollars before or during a run.
- Grades distinguish heuristic signal evidence from schema-based evidence.