[
  {
    "id": "hardware_aware_model_recommendation",
    "kind": "cookbook_admin",
    "user": "find the best model to run on my hardware",
    "expect_first_tool_any": [
      "app_api",
      "list_models"
    ],
    "must_answer_any": [
      "Ryzen AI Max+ 395",
      "96 GB",
      "96GB",
      "compatible",
      "Qwen/Qwen3-Next-80B-A3B-Thinking"
    ]
  }
]