{
  "base_url": "http://127.0.0.1:8000/v1",
  "budget": {
    "max_completion_tokens": 9216,
    "reasoning_headroom_tokens": 8192,
    "visible_answer_tokens": 1024
  },
  "checks": [
    "smoke",
    "json",
    "tools",
    "streaming-tools",
    "tool-result"
  ],
  "evidence_policy": {
    "allowed_finish_reasons": [
      "stop",
      "tool_calls"
    ],
    "errors": [],
    "reasoning": "any"
  },
  "image_expect": [],
  "model": "llm.primary",
  "multimodal_input": null,
  "observations": [
    {
      "content": "```python\nsum(xs)\n```\n\nIf you need it as a reusable function:\n\n```python\ntotal = lambda xs: sum(xs)\n```\n\n`sum()` is the built-in, idiomatic way — it's O(n) and handles empty lists (returning 0).",
      "content_chars": 194,
      "content_excerpt": "```python\nsum(xs)\n```\n\nIf you need it as a reusable function:\n\n```python\ntotal = lambda xs: sum(xs)\n```\n\n`sum()` is the built-in, idiomatic way — it's O(n) and handles empty lists (returning 0).",
      "finish_reason": "stop",
      "passed": true,
      "reasoning_chars": 1012,
      "reasoning_excerpt": "The user wants a Python one-liner that returns the sum of a list `xs`. This is a very simple request. The most obvious answer is:\n\n```python\nsum(xs)\n```\n\nThat's the idiomatic Python way. But maybe the",
      "reasoning_field": "reasoning_content",
      "reasoning_tokens": null,
      "seconds": 4.245,
      "test": "smoke",
      "usage": {
        "completion_tokens": 315,
        "prompt_tokens": 28,
        "total_tokens": 343
      },
      "validation_detail": "contains sum("
    },
    {
      "content": "{\"language\":\"python\",\"ok\":true}",
      "content_chars": 31,
      "content_excerpt": "{\"language\":\"python\",\"ok\":true}",
      "finish_reason": "stop",
      "passed": true,
      "reasoning_chars": 144,
      "reasoning_excerpt": "The user wants me to return only a JSON object with specific content: {\"language\":\"python\",\"ok\":true}. No prose, no explanations, just the JSON.",
      "reasoning_field": "reasoning_content",
      "reasoning_tokens": null,
      "seconds": 0.658,
      "test": "json",
      "usage": {
        "completion_tokens": 44,
        "prompt_tokens": 30,
        "total_tokens": 74
      },
      "validation_detail": "parsed keys=['language', 'ok']"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 73,
      "reasoning_excerpt": "The user wants the weather in Oakland. I should use the get_weather tool.",
      "reasoning_field": "reasoning_content",
      "reasoning_tokens": null,
      "request_index": 1,
      "seconds": 7.054,
      "test": "tools",
      "usage": {
        "completion_tokens": 29,
        "prompt_tokens": 4967,
        "total_tokens": 4996
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 81,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. Let me call it.",
      "reasoning_field": "reasoning_content",
      "reasoning_tokens": null,
      "request_index": 3,
      "seconds": 7.453,
      "test": "tools",
      "usage": {
        "completion_tokens": 33,
        "prompt_tokens": 4967,
        "total_tokens": 5000
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 155,
      "reasoning_excerpt": "The user wants the weather in Oakland and explicitly asked me to use the tool. I have a get_weather function available. Let me call it with city \"Oakland\".",
      "reasoning_field": "reasoning_content",
      "reasoning_tokens": null,
      "request_index": 0,
      "seconds": 7.681,
      "test": "tools",
      "usage": {
        "completion_tokens": 47,
        "prompt_tokens": 4967,
        "total_tokens": 5014
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 163,
      "reasoning_excerpt": "The user wants to know the weather in Oakland and explicitly asked me to use the tool. I have a get_weather function available. Let me call it with city \"Oakland\".",
      "reasoning_field": "reasoning_content",
      "reasoning_tokens": null,
      "request_index": 2,
      "seconds": 7.68,
      "test": "tools",
      "usage": {
        "completion_tokens": 49,
        "prompt_tokens": 4967,
        "total_tokens": 5016
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 99,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool. I'll call it with city \"Oakland\".",
      "reasoning_field": "reasoning_content",
      "reasoning_tokens": null,
      "request_index": 4,
      "seconds": 7.912,
      "test": "tools",
      "usage": {
        "completion_tokens": 38,
        "prompt_tokens": 4967,
        "total_tokens": 5005
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content_chars": 0,
      "content_excerpt": "",
      "event_count": 32,
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 122,
      "reasoning_excerpt": "The user wants to know the weather in Oakland. I should use the get_weather tool with the city parameter set to \"Oakland\".",
      "reasoning_field": "stream_delta",
      "reasoning_tokens": null,
      "seconds": 0.622,
      "sse_done": true,
      "test": "streaming-tools",
      "usage": {
        "completion_tokens": 40,
        "prompt_tokens": 166,
        "total_tokens": 206
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "",
      "content_chars": 0,
      "content_excerpt": "",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 122,
      "reasoning_excerpt": "The user wants to know the weather in Oakland. I should use the get_weather tool with the city parameter set to \"Oakland\".",
      "reasoning_field": "reasoning_content",
      "reasoning_tokens": null,
      "seconds": 0.621,
      "test": "tool-result-initial",
      "usage": {
        "completion_tokens": 40,
        "prompt_tokens": 166,
        "total_tokens": 206
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content": "OAKLAND 72F",
      "content_chars": 11,
      "content_excerpt": "OAKLAND 72F",
      "finish_reason": "stop",
      "passed": true,
      "reasoning_chars": 162,
      "reasoning_excerpt": "The user wants me to reply exactly \"OAKLAND 72F\" using the tool result. The tool returned temperature_f: 72 for Oakland. So I should reply with exactly that text.",
      "reasoning_field": "reasoning_content",
      "reasoning_tokens": null,
      "seconds": 0.709,
      "test": "tool-result-continuation",
      "usage": {
        "completion_tokens": 48,
        "prompt_tokens": 70,
        "total_tokens": 118
      },
      "validation_detail": "tool result retained"
    }
  ],
  "ocr_expect": [],
  "passed": true,
  "results": [
    {
      "detail": "4.2s got='```python\\nsum(xs)\\n```\\n\\nIf you need it as a reusabl' finish='stop' visible=194 reasoning_chars=1012 reasoning_tokens=None",
      "name": "smoke (short coding)",
      "passed": true
    },
    {
      "detail": "parsed keys=['language', 'ok'] finish='stop' visible=31 reasoning_chars=144 reasoning_tokens=None",
      "name": "structured JSON",
      "passed": true
    },
    {
      "detail": "5/5 clean (sample: 7.1s valid tool_call get_weather(city='Oakland') finish='tool_calls' visible=0 reasoning_chars=73 reasoning_tokens=None)",
      "name": "shared-prefix tool batch x5",
      "passed": true
    },
    {
      "detail": "0.6s done=True events=32 valid tool_call get_weather(city='Oakland') finish='tool_calls'",
      "name": "streaming tool call",
      "passed": true
    },
    {
      "detail": "1.3s tool result retained finish='stop' visible=11 reasoning_chars=162 reasoning_tokens=None",
      "name": "tool-result continuation",
      "passed": true
    }
  ],
  "schema_version": "preflight/v2",
  "thinking": {
    "chat_template_kwargs": {
      "enable_thinking": true
    },
    "mode": "enabled",
    "reasoning_effort": null
  },
  "video_expect": [],
  "video_input": null
}