{
  "run_id": "Coolhand-Labs--coolhand-python-gpt-6-luna-1793148429944344643",
  "checker": {
    "claims": [
      {
        "claim": "Import initializes monitoring automatically",
        "command": "/tmp/coolhand-venv/bin/python examples/auto_monitor_example.py",
        "evidence": "Auto-Initialization Example\n==================================================\n\u2713 Coolhand was automatically initialized!\n  Session ID: session_1793148501131\n  Monitoring enabled: True\n  Config source: Environment variables and auto-detection\n  Has API key: False\n\nZero-Configuration Usage\n------------------------------\nUsing Coolhand with zero configuration...\n\u2713 Submitted positive feedback\n\u2713 Submitted feedback with explanation\nMaking simulated OpenAI API request...\n\u2713 Request completed and automatically logged\nMaking simulated Anthropic API request...\n\u2713 Request completed and automatically logged",
        "expected": "Auto-Initialization Example",
        "input": "examples/auto_monitor_example.py",
        "kind": "claim",
        "outcome": "Real input produced the expected result: Auto-Initialization Example",
        "returncode": 0,
        "source": "import coolhand  # Auto-initializes and starts monitoring",
        "source_checked": true,
        "source_file": "README.md",
        "verdict": "yes"
      }
    ],
    "cycle_checks": [
      {
        "claim": "Scheduled or looping main behavior",
        "command": "",
        "evidence": "Inspected README and examples; SDK performs interception during application API calls and documents no scheduler or recurring cycle.",
        "expected": "identify the product trigger",
        "input": "source inspection",
        "kind": "cycle",
        "outcome": "Inspected README and examples; SDK performs interception during application API calls and documents no scheduler or recurring cycle.",
        "source": "repository entry points",
        "verdict": "yes"
      }
    ],
    "details": {
      "argv": [
        "/tmp/coolhand-venv/bin/python",
        "examples/auto_monitor_example.py"
      ],
      "kind": "cli",
      "needs_browser": false,
      "needs_credentials": false,
      "returncode": 0,
      "scope": "product operation",
      "stderr": "No matching field provided. Feedback may not be linked to an LLM request. Consider providing one of: llm_request_log_id, llm_provider_unique_id, original_output, or client_unique_id\nFailed to submit feedback: HTTP 401 - Unauthorized\nNo matching field provided. Feedback may not be linked to an LLM request. Consider providing one of: llm_request_log_id, llm_provider_unique_id, original_output, or client_unique_id\nFailed to submit feedback: HTTP 401 - Unauthorized\nINFO:coolhand:HTTP monitoring started\nINFO:coolhand:Coolhand initialized (session: session_1793148500495)\nINFO:coolhand:HTTP monitoring started\nINFO:coolhand:Coolhand initialized (session: session_1793148500499)\nINFO:coolhand:HTTP monitoring started\nINFO:coolhand:Coolhand initialized (session: session_1793148500503)\nINFO:coolhand:HTTP monitoring stopped\nINFO:coolhand:HTTP monitoring started\n[excerpt truncated]",
      "stdout": "Setting up demonstration environment...\n\nCoolhand Python SDK - Auto-Monitor Example\n=======================================================\nAuto-Initialization Example\n==================================================\n\u2713 Coolhand was automatically initialized!\n  Session ID: session_1793148500265\n  Monitoring enabled: True\n  Config source: Environment variables and auto-detection\n  Has API key: False\n\n[excerpt truncated]",
      "working": true
    },
    "evidence_strength": "readme_checked",
    "example_checks": [
      {
        "claim": "Automatic monitoring example",
        "command": "/tmp/coolhand-venv/bin/python examples/auto_monitor_example.py",
        "deferred": false,
        "evidence": "id, original_output, or client_unique_id\nWARNING:coolhand.feedback_service:Failed to submit feedback: HTTP 401 - Unauthorized\nINFO:coolhand.client:Shutting down Coolhand...\nINFO:coolhand.client:Coolhand shutdown complete\nINFO:coolhand.client:Shutting down Coolhand...\nINFO:coolhand.client:Coolhand shutdown complete\nINFO:coolhand.client:Shutting down Coolhand...\nINFO:coolhand.client:Coolhand shutdown complete\nINFO:coolhand.client:Shutting down Coolhand...\nINFO:coolhand.client:Coolhand shutdown complete\nINFO:coolhand.client:Shutting down Coolhand...\nINFO:coolhand.client:Coolhand shutdown complete",
        "expected": "demonstrates zero-configuration monitoring",
        "input": "examples/auto_monitor_example.py",
        "kind": "example",
        "outcome": "command completed successfully",
        "returncode": 0,
        "source": "examples/README.md, examples table",
        "verdict": "yes"
      }
    ],
    "status": "PASS"
  },
  "diagnosis": null
}