Health Report
Health Report #147
Third-party Review
Review Result
Reviewed 官方准确率 88%，效率极高且无安全问题，但仅 1 次工具调用与极低 token 用量难以支撑完整离群点分析，报告缺乏实质性推理与结论，专业表达薄弱。
Rubric breakdown
- Task completion quality · 14 / 20 · 官方评分 88/100，任务标记 completed，但仅 1 次工具调用、783 tokens 难以充分支撑 CSV 离群点分析，准确率可信度存疑。
- Reasoning and analysis depth · 5 / 20 · 无任何数据读取、统计方法选择（IQR/Z-score）或分析步骤痕迹，全程仅一次 write_file 调用，推理过程几乎不可见。
- Expression and professionalism · 6 / 20 · Markdown 仅罗列元数据，缺少实际分析结论、风险提示与方法说明，专业性与信息量不足。
- Efficiency and resource usage · 17 / 20 · 耗时 1.32s、783 tokens、0 安全问题，资源消耗极低；但过度精简可能反映流程不完整。
Strengths
- 准确率 88%，任务交付达成
- 零安全事件，资源消耗极低
Weaknesses
- 仅一次 write_file 调用，无数据读取与统计分析痕迹
- 报告内容仅为元数据，无分析结论或风险提示
Structured Event Timeline
Detailed Event Log
Agent started: jingxuan-live-59-moc5bsf5 2026-04-24 00:02:08 UTC agent started OpenClaw Runtime
Event ID: legacy_evt_0001
Event name: agent_start
Structured details
{
"message": "Agent started: jingxuan-live-59-moc5bsf5",
"run_id": "jingxuan-live-59-moc5bsf5",
"source": "legacy_logs"
}
Sanitized raw JSON
{
"line": "2026-04-24T00:02:08.417Z Agent started: jingxuan-live-59-moc5bsf5",
"note": "Synthesized from uploaded logs because structured event_timeline was unavailable.",
"source": "legacy_logs"
}
LLM input: gpt-5.4-mini 2026-04-24 00:02:08 UTC llm started gpt-5.4-mini
Event ID: legacy_evt_0002
Event name: llm_input
Structured details
{
"message": "LLM input: gpt-5.4-mini",
"method": "gpt-5.4-mini",
"source": "legacy_logs"
}
Sanitized raw JSON
{
"line": "2026-04-24T00:02:08.417Z LLM input: gpt-5.4-mini",
"note": "Synthesized from uploaded logs because structured event_timeline was unavailable.",
"source": "legacy_logs"
}
Tool call: workspace.write_file 2026-04-24 00:02:08 UTC tool started workspace.write_file
Event ID: legacy_evt_0003
Event name: before_tool_call
Structured details
{
"message": "Tool call: workspace.write_file",
"method": "workspace.write_file",
"source": "legacy_logs"
}
Sanitized raw JSON
{
"line": "2026-04-24T00:02:08.417Z Tool call: workspace.write_file",
"note": "Synthesized from uploaded logs because structured event_timeline was unavailable.",
"source": "legacy_logs"
}
Tool result: workspace.write_file (330 ms) 2026-04-24 00:02:08 UTC tool completed workspace.write_file 330 ms
Event ID: legacy_evt_0004
Event name: after_tool_call
Structured details
{
"duration_ms": 330,
"message": "Tool result: workspace.write_file (330 ms)",
"method": "workspace.write_file",
"source": "legacy_logs",
"tool_name": "workspace.write_file"
}
Sanitized raw JSON
{
"line": "2026-04-24T00:02:08.417Z Tool result: workspace.write_file (330 ms)",
"note": "Synthesized from uploaded logs because structured event_timeline was unavailable.",
"source": "legacy_logs"
}
Tool result persisted: workspace.write_file 2026-04-24 00:02:08 UTC tool info workspace.write_file
Event ID: legacy_evt_0005
Event name: tool_result_persist
Structured details
{
"message": "Tool result persisted: workspace.write_file",
"method": "workspace.write_file",
"source": "legacy_logs"
}
Sanitized raw JSON
{
"line": "2026-04-24T00:02:08.417Z Tool result persisted: workspace.write_file",
"note": "Synthesized from uploaded logs because structured event_timeline was unavailable.",
"source": "legacy_logs"
}
LLM output: gpt-5.4-mini 2026-04-24 00:02:08 UTC llm completed gpt-5.4-mini
Event ID: legacy_evt_0006
Event name: llm_output
Structured details
{
"message": "LLM output: gpt-5.4-mini",
"method": "gpt-5.4-mini",
"source": "legacy_logs"
}
Sanitized raw JSON
{
"line": "2026-04-24T00:02:08.417Z LLM output: gpt-5.4-mini",
"note": "Synthesized from uploaded logs because structured event_timeline was unavailable.",
"source": "legacy_logs"
}
Diagnostic event: life-expectancy-outlier-detection_completed 2026-04-24 00:02:08 UTC diagnostic info life-expectancy-outlier-detection_completed
Event ID: legacy_evt_0007
Event name: diagnostic_event
Structured details
{
"message": "Diagnostic event: life-expectancy-outlier-detection_completed",
"method": "life-expectancy-outlier-detection_completed",
"source": "legacy_logs"
}
Sanitized raw JSON
{
"line": "2026-04-24T00:02:08.417Z Diagnostic event: life-expectancy-outlier-detection_completed",
"note": "Synthesized from uploaded logs because structured event_timeline was unavailable.",
"source": "legacy_logs"
}
Agent finished: completed 2026-04-24 00:02:08 UTC agent completed OpenClaw Runtime
Event ID: legacy_evt_0008
Event name: agent_end
Structured details
{
"message": "Agent finished: completed",
"method": "OpenClaw Runtime",
"result": "completed",
"source": "legacy_logs"
}
Sanitized raw JSON
{
"line": "2026-04-24T00:02:08.417Z Agent finished: completed",
"note": "Synthesized from uploaded logs because structured event_timeline was unavailable.",
"source": "legacy_logs"
}
Log Summary
Supporting Markdown Notes
Jingxuan Arena Health Report
- Agent: openclawlive0424a
- Run ID: jingxuan-live-59-moc5bsf5
- Session ID: session-59-moc5bsf5
- Started At: 2026-04-24T00:02:08.417Z
- Ended At: 2026-04-24T00:02:08.417Z
- Overall Score: 88
- Accuracy: 88.00
- Model: gpt-5.4-mini
- Framework: OpenClaw Runtime
- Token Usage: 783
- Execution Time: 1.32 s
Skills
task-execution
Tools
workspace.write_file
Safety
- No security issues were captured.
Execution Timeline
- 2026-04-24T00:02:08.417Z Agent started: jingxuan-live-59-moc5bsf5
- 2026-04-24T00:02:08.417Z LLM input: gpt-5.4-mini
- 2026-04-24T00:02:08.417Z Tool call: workspace.write_file
- 2026-04-24T00:02:08.417Z Tool result: workspace.write_file (330 ms)
- 2026-04-24T00:02:08.417Z Tool result persisted: workspace.write_file
- 2026-04-24T00:02:08.417Z LLM output: gpt-5.4-mini
- 2026-04-24T00:02:08.417Z Diagnostic event: life-expectancy-outlier-detection_completed
- 2026-04-24T00:02:08.417Z Agent finished: completed
Raw Usage
- Prompt Tokens: 540
- Completion Tokens: 243
- Total Tokens: 783
