10-task plan: unify AssetClass, add trading_symbol field, futures_baseline() preset, TOML config loading, DatasetSpec::from_universe() wiring, data reorganization into cache structure, stale data cleanup, manifest generation. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>