{
  "schema_version": "adversarial-review-packet/v1",
  "task_id": "fast-tier-llm-bakeoff-2026-07:T007",
  "review_id": "t007-review-docs-fixtures",
  "reviewer": {
    "agent_id": "019f4319-d517-76f1-b1eb-db4fb4f90ba0",
    "model": "gpt-5.5",
    "reasoning_effort": "high"
  },
  "completed_at": "2026-07-08T19:03:38Z",
  "focus": "Docs, topology, unsafe URL use, voice-evidence overclaiming, and manifest-schema fixture coverage.",
  "findings": [
    {
      "severity": "medium",
      "summary": "The SERVES rerun example included the bakeoff voice suite without voice latency inputs, which would mark the voice subsection skipped.",
      "evidence": [
        "docs/SERVES-AND-EVAL.md",
        "anvil_serving/benchmark.py"
      ],
      "resolution": "Added --voice-latency-ms, --stt-latency-ms, and --tts-latency-ms to the documented bakeoff command."
    },
    {
      "severity": "low",
      "summary": "The approximate decode-rate formula omitted the milliseconds-to-seconds conversion.",
      "evidence": [
        "docs/findings/2026-07-08-fast-tier-llm-bakeoff.md"
      ],
      "resolution": "Changed the formula to output_tokens * 1000 / (e2e_ms - ttft_ms)."
    }
  ],
  "checks": [
    {
      "name": "unsafe loopback-alias scan",
      "result": "pass",
      "notes": "Only intentional negative tests mention the forbidden loopback alias."
    },
    {
      "name": "mini model-free topology",
      "result": "pass",
      "notes": "Docs preserve Mini as gateway/proxy host only and Dark as model/audio host."
    },
    {
      "name": "manifest schema fixture coverage",
      "result": "pass",
      "notes": "Manifest schema coverage for required engine and model/served_name remains in tests/test_serves.py."
    }
  ],
  "verification": [
    {
      "command": "python -m pytest tests/test_mcp.py tests/voice/test_stt_serve.py tests/voice/test_tts_serve.py tests/test_serves.py -q",
      "exit_code": 0,
      "summary": "204 passed"
    }
  ],
  "final_blocker": false
}