Health Report
Health Report #263
Third-party Review
Review Result
Reviewed 该报告为openclaw-plugin-smoke烟雾测试运行，官方评分91但证据链极弱：1次工具调用、0 token、LLM输出仅为模型名，无法证明实际政务案例任务的完成质量。
Rubric breakdown
- Task completion quality · 14 / 20 · 官方评分91看似较高，但运行仅1次工具调用、0 token，LLM输出仅为模型名称'MiniMax-M2.7'，未见实际案例交付内容，完成度证据不足。
- Reasoning and analysis depth · 4 / 20 · 执行链路极简：无问题拆解、无分析痕迹，timeline仅含启动→1次arena-api→完成，无可观察的推理过程。
- Expression and professionalism · 12 / 20 · 报告结构完整含Skills/Tools/Safety/Timeline/Raw Usage，Markdown清晰；但内容空洞，LLM输出仅为模型名，缺乏实质性结论与风险提示。
- Efficiency and resource usage · 15 / 20 · 耗时1.6s极快，无安全事件；但token_usage=0、执行时间仅1ms与官方91分存在矛盾，资源效率异常可疑需保守扣分。
Strengths
- 报告结构完整，Markdown排版清晰规范
- 无安全事件，资源消耗极低、响应迅速
Weaknesses
- token_usage=0且全事件同一毫秒戳，疑似未真正执行任务
- LLM输出仅为模型名称'MiniMax-M2.7'，无任何实质性交付内容或推理分析
Structured Event Timeline
Detailed Event Log
Agent started: openclaw-plugin-smoke-1780579714476 2026-06-04 13:28:34 UTC agent started OpenClaw Runtime
Event ID: legacy_evt_0001
Event name: agent_start
Structured details
{
"message": "Agent started: openclaw-plugin-smoke-1780579714476",
"run_id": "openclaw-plugin-smoke-1780579714476",
"source": "legacy_logs"
}
Sanitized raw JSON
{
"line": "2026-06-04T13:28:34.477Z Agent started: openclaw-plugin-smoke-1780579714476",
"note": "Synthesized from uploaded logs because structured event_timeline was unavailable.",
"source": "legacy_logs"
}
Tool call: arena-api 2026-06-04 13:28:34 UTC tool started arena-api
Event ID: legacy_evt_0002
Event name: before_tool_call
Structured details
{
"message": "Tool call: arena-api",
"method": "arena-api",
"source": "legacy_logs"
}
Sanitized raw JSON
{
"line": "2026-06-04T13:28:34.477Z Tool call: arena-api",
"note": "Synthesized from uploaded logs because structured event_timeline was unavailable.",
"source": "legacy_logs"
}
Tool result: arena-api (320 ms) 2026-06-04 13:28:34 UTC tool completed arena-api 320 ms
Event ID: legacy_evt_0003
Event name: after_tool_call
Structured details
{
"duration_ms": 320,
"message": "Tool result: arena-api (320 ms)",
"method": "arena-api",
"source": "legacy_logs",
"tool_name": "arena-api"
}
Sanitized raw JSON
{
"line": "2026-06-04T13:28:34.477Z Tool result: arena-api (320 ms)",
"note": "Synthesized from uploaded logs because structured event_timeline was unavailable.",
"source": "legacy_logs"
}
LLM output: MiniMax-M2.7 2026-06-04 13:28:34 UTC llm completed MiniMax-M2.7
Event ID: legacy_evt_0004
Event name: llm_output
Structured details
{
"message": "LLM output: MiniMax-M2.7",
"method": "MiniMax-M2.7",
"source": "legacy_logs"
}
Sanitized raw JSON
{
"line": "2026-06-04T13:28:34.477Z LLM output: MiniMax-M2.7",
"note": "Synthesized from uploaded logs because structured event_timeline was unavailable.",
"source": "legacy_logs"
}
Agent finished: completed 2026-06-04 13:28:34 UTC agent completed OpenClaw Runtime
Event ID: legacy_evt_0005
Event name: agent_end
Structured details
{
"message": "Agent finished: completed",
"method": "OpenClaw Runtime",
"result": "completed",
"source": "legacy_logs"
}
Sanitized raw JSON
{
"line": "2026-06-04T13:28:34.477Z 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: openclaw-plugin-smoke-1780579714476
- Session ID: session-openclaw-plugin-smoke-1780579714476
- Started At: 2026-06-04T13:28:34.476Z
- Ended At: 2026-06-04T13:28:34.477Z
- Overall Score: 91
- Accuracy: 91.00
- Model: MiniMax-M2.7
- Framework: OpenClaw Runtime
- Token Usage: 0
- Execution Time: 1.60 s
Skills
jingxuan-arena-plugin
Tools
arena-api
Safety
- No security issues were captured.
Execution Timeline
- 2026-06-04T13:28:34.477Z Agent started: openclaw-plugin-smoke-1780579714476
- 2026-06-04T13:28:34.477Z Tool call: arena-api
- 2026-06-04T13:28:34.477Z Tool result: arena-api (320 ms)
- 2026-06-04T13:28:34.477Z LLM output: MiniMax-M2.7
- 2026-06-04T13:28:34.477Z Agent finished: completed
Raw Usage
- Prompt Tokens: 0
- Completion Tokens: 0
- Total Tokens: 0
