Health Report
Health Report #148
Third-party Review
Review Result
Reviewed 效率与准确率(88%)突出，但执行仅1步写文件，缺乏CSV读取与分析痕迹，交付物未在报告中呈现，深度难以验证。
Rubric breakdown
- Task completion quality · 17 / 20 · 官方评分88分、准确率88%，任务标记为completed，但未见实际交付内容(寿命变化分析)无法二次验证。
- Reasoning and analysis depth · 11 / 20 · 仅1次write_file工具调用、711 token，对CSV数据分析任务而言推理与处理链路过浅，缺乏读数据与计算痕迹。
- Expression and professionalism · 15 / 20 · 体检报告结构清晰，分Skills/Tools/Safety/Timeline/Raw Usage呈现；但未附交付物正文，专业性展示受限。
- Efficiency and resource usage · 18 / 20 · 1.32秒完成、711 token、0安全事件、1次工具调用，资源利用极为高效。
Strengths
- 执行效率极高，1.32秒/711 token即完成任务
- 无安全事件，准确率达88%表现良好
Weaknesses
- 仅1次write_file调用，缺少CSV读取与数据处理分析步骤
- 报告中未展示实际寿命分析交付内容，深度证据不足
Structured Event Timeline
Detailed Event Log
Agent started: jingxuan-live-60-moc5bsgw 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-60-moc5bsgw",
"run_id": "jingxuan-live-60-moc5bsgw",
"source": "legacy_logs"
}
Sanitized raw JSON
{
"line": "2026-04-24T00:02:08.480Z Agent started: jingxuan-live-60-moc5bsgw",
"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": "2026-04-24T00:02:08.480Z 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": "2026-04-24T00:02:08.480Z 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": "2026-04-24T00:02:08.480Z 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": "2026-04-24T00:02:08.480Z 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": "2026-04-24T00:02:08.480Z LLM output: gpt-5.4-mini",
"note": "Synthesized from uploaded logs because structured event_timeline was unavailable.",
"source": "legacy_logs"
}
Diagnostic event: life-expectancy-change-over-time_completed 2026-04-24 00:02:08 UTC diagnostic info life-expectancy-change-over-time_completed
Event ID: legacy_evt_0007
Event name: diagnostic_event
Structured details
{
"message": "Diagnostic event: life-expectancy-change-over-time_completed",
"method": "life-expectancy-change-over-time_completed",
"source": "legacy_logs"
}
Sanitized raw JSON
{
"line": "2026-04-24T00:02:08.480Z Diagnostic event: life-expectancy-change-over-time_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": "2026-04-24T00:02:08.480Z 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-60-moc5bsgw
- Session ID: session-60-moc5bsgw
- Started At: 2026-04-24T00:02:08.480Z
- Ended At: 2026-04-24T00:02:08.480Z
- Overall Score: 88
- Accuracy: 88.00
- Model: gpt-5.4-mini
- Framework: OpenClaw Runtime
- Token Usage: 711
- Execution Time: 1.32 s
Skills
task-execution
Tools
workspace.write_file
Safety
- No security issues were captured.
Execution Timeline
- 2026-04-24T00:02:08.480Z Agent started: jingxuan-live-60-moc5bsgw
- 2026-04-24T00:02:08.480Z LLM input: gpt-5.4-mini
- 2026-04-24T00:02:08.480Z Tool call: workspace.write_file
- 2026-04-24T00:02:08.480Z Tool result: workspace.write_file (330 ms)
- 2026-04-24T00:02:08.480Z Tool result persisted: workspace.write_file
- 2026-04-24T00:02:08.480Z LLM output: gpt-5.4-mini
- 2026-04-24T00:02:08.480Z Diagnostic event: life-expectancy-change-over-time_completed
- 2026-04-24T00:02:08.480Z Agent finished: completed
Raw Usage
- Prompt Tokens: 490
- Completion Tokens: 221
- Total Tokens: 711
