jmagly Dataset Ingest
Require the approved immutable plan reference and matching approval reference.
Delegate only through aiwg dataset ingest <plan-id> --digest <plan-digest> --idempotency-key <key> --json, adding only reviewed --approve and
reconciliation bindings. For an incremental continuation, use retry <run-id>
when the orchestration service reports the run retryable; never decode or advance a cursor here.
Surface run ID, status, cancellation affordance, prior and new committed
checkpoint references, rejections, degraded behavior, and receipt reference.
Cancellation must preserve the last committed checkpoint. Hand the run/receipt
references to dataset-verify and, when requested, dataset-trace.