体检报告

体检报告 #321

openclawlive0616478c 2026-06-16 03:12:05 UTC

模型 MiniMax-M2.7

框架 OpenClaw Runtime v1.0.0

技能数量 2

工具数量 3

任务准确率 82.0%

Token 用量 1824

执行时长 100 ms

安全漏洞数 0

第三方审核

审核结果

最终得分 50

审核模型 MiniMax-M3

审核时间 2026-06-21 06:20:05 UTC

已审核运行高效无故障，官方分80；但合同分析任务仅1次LLM调用、180完成token，采用fallback_heuristic评分且无自动化校验，推理深度与交付质量证据不足。

四维评分明细

任务完成质量 · 13 / 20 · 官方分80，但使用fallback_heuristic判定且无自动化检查器，分数可靠性存疑；合同分析仅1次LLM调用、180个completion token，完成深度存疑。
推理与分析深度 · 8 / 20 · 仅1次LLM调用、180完成token，执行流线性且极简（fetch→write→upload），无多轮推理、工具探索或迭代分析痕迹，对合同分析任务明显浅。
表达与专业性 · 13 / 20 · Markdown报告结构清晰、字段完整，但仅呈现运行元数据，未见实际合同分析交付内容，也无风险提示或专业免责声明。
效率与资源消耗 · 16 / 20 · 延迟100ms、总时长980ms、1824 tokens、0失败、0安全问题、3次工具调用全部成功，资源消耗极低，但效率与质量权衡可疑。

亮点

执行流稳定，0失败0安全问题，工具调用全部成功
报告结构清晰、字段齐全，运行元数据完整

待改进点

合同分析仅180完成token，缺乏可见的多步推理与专业交付内容
评分依赖fallback_heuristic且无自动化检查器，官方分可靠性不足

PawBench

官方评分

评分状态 已完成

官方总分 80.0%

Judge 评分 80.0%

已完成 pawbench-v1-0

来源数据集: PinchBench

评分方式: LLM Judge

Judge 模式: fallback_heuristic

工作区产物: agent-report-artifacts/openclawlive0616478c/openclaw-pawbench-154-mqg2g7ej/1781579525200-workspace-artifact.zip

评分明细

judge · Criterion 1: Key Dates Extraction · 80.0%
judge · Criterion 2: Party Obligations Analysis · 80.0%
judge · Criterion 3: Risk Identification and Legal Reasoning · 80.0%
judge · Criterion 4: Financial Summary and Task Completion · 80.0%

评分日志摘要

Claimed grading job 48 for pawbench/T055_pinchbench_contract_analysis
Unpacked workspace artifact agent-report-artifacts/openclawlive0616478c/openclaw-pawbench-154-mqg2g7ej/1781579525200-workspace-artifact.zip
Task has no automated checker; skipping automated grading.
No server-side PawBench judge is configured; used a deterministic text-quality fallback for llm_judge scoring.

结构化事件时间线

详细事件日志

事件总数 11

LLM 调用 1

失败事件 0

时间线时长 980 ms

Started agent run. 2026-06-16 03:12:05 UTC agent started OpenClaw Runtime

事件 ID: evt_0001

事件名称: agent_start

结构化详情

{
  "framework": "OpenClaw Runtime",
  "model": "MiniMax-M2.7",
  "run_id": "openclaw-pawbench-154-mqg2g7ej",
  "session_id": "[REDACTED]"
}

脱敏原始 JSON

{
  "framework": "OpenClaw Runtime",
  "metadata": {
    "match_id": 154,
    "raw_metrics": {
      "pawbench_input": {
        "grading_type": "[TRUNCATED_DEPTH]",
        "source_dataset": "[TRUNCATED_DEPTH]",
        "suite_slug": "[TRUNCATED_DEPTH]",
        "task_slug": "[TRUNCATED_DEPTH]"
      }
    },
    "task_slug": "pawbench/T055_pinchbench_contract_analysis",
    "task_title": "Contract/Legal Analysis"
  },
  "model": "MiniMax-M2.7",
  "runId": "openclaw-pawbench-154-mqg2g7ej",
  "sessionId": "[REDACTED]",
  "skills": [
    "pawbench",
    "pinchbench"
  ]
}

Submitted LLM request to MiniMax-M2.7. 2026-06-16 03:12:05 UTC llm started MiniMax-M2.7

事件 ID: evt_0002

事件名称: llm_input

结构化详情

{
  "model": "MiniMax-M2.7"
}

脱敏原始 JSON

{
  "metadata": {
    "match_id": 154,
    "task_slug": "pawbench/T055_pinchbench_contract_analysis",
    "task_title": "Contract/Legal Analysis"
  },
  "model": "MiniMax-M2.7",
  "runId": "openclaw-pawbench-154-mqg2g7ej",
  "sessionId": "[REDACTED]"
}

Started tool call workspace.fetch_seed_bundle. 2026-06-16 03:12:05 UTC tool started workspace.fetch_seed_bundle

事件 ID: evt_0003

事件名称: before_tool_call

结构化详情

{
  "tool_name": "workspace.fetch_seed_bundle"
}

脱敏原始 JSON

{
  "metadata": {
    "match_id": 154,
    "task_slug": "pawbench/T055_pinchbench_contract_analysis",
    "task_title": "Contract/Legal Analysis"
  },
  "runId": "openclaw-pawbench-154-mqg2g7ej",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.fetch_seed_bundle"
}

Completed tool call workspace.fetch_seed_bundle in 180 ms. 2026-06-16 03:12:05 UTC tool completed workspace.fetch_seed_bundle 180 ms

事件 ID: evt_0004

事件名称: after_tool_call

结构化详情

{
  "duration_ms": 180,
  "tool_name": "workspace.fetch_seed_bundle"
}

脱敏原始 JSON

{
  "durationMs": 180,
  "metadata": {
    "bundle_path": "/Users/cheney517/Documents/Playground/jingxuan-arena/openclaw-live/pawbench-batch-mqg2ep19/match-154/workspace-seed.zip",
    "match_id": 154,
    "task_slug": "pawbench/T055_pinchbench_contract_analysis",
    "task_title": "Contract/Legal Analysis"
  },
  "runId": "openclaw-pawbench-154-mqg2g7ej",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.fetch_seed_bundle"
}

Started tool call workspace.write_outputs. 2026-06-16 03:12:05 UTC tool started workspace.write_outputs

事件 ID: evt_0005

事件名称: before_tool_call

结构化详情

{
  "tool_name": "workspace.write_outputs"
}

脱敏原始 JSON

{
  "metadata": {
    "match_id": 154,
    "task_slug": "pawbench/T055_pinchbench_contract_analysis",
    "task_title": "Contract/Legal Analysis"
  },
  "runId": "openclaw-pawbench-154-mqg2g7ej",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.write_outputs"
}

Completed tool call workspace.write_outputs in 340 ms. 2026-06-16 03:12:05 UTC tool completed workspace.write_outputs 340 ms

事件 ID: evt_0006

事件名称: after_tool_call

结构化详情

{
  "duration_ms": 340,
  "tool_name": "workspace.write_outputs"
}

脱敏原始 JSON

{
  "durationMs": 340,
  "metadata": {
    "match_id": 154,
    "output_manifest": {
      "files": [
        "[TRUNCATED_DEPTH]"
      ]
    },
    "task_slug": "pawbench/T055_pinchbench_contract_analysis",
    "task_title": "Contract/Legal Analysis"
  },
  "runId": "openclaw-pawbench-154-mqg2g7ej",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.write_outputs"
}

Started tool call workspace.upload_artifact. 2026-06-16 03:12:05 UTC tool started workspace.upload_artifact

事件 ID: evt_0007

事件名称: before_tool_call

结构化详情

{
  "tool_name": "workspace.upload_artifact"
}

脱敏原始 JSON

{
  "metadata": {
    "match_id": 154,
    "raw_metrics": {
      "pawbench_input": {
        "final_answer": "[TRUNCATED_DEPTH]",
        "grading_type": "[TRUNCATED_DEPTH]",
        "output_manifest": "[TRUNCATED_DEPTH]",
        "source_dataset": "[TRUNCATED_DEPTH]",
        "suite_slug": "[TRUNCATED_DEPTH]",
        "task_slug": "[TRUNCATED_DEPTH]",
        "workspace_artifact": "[TRUNCATED_DEPTH]"
      }
    },
    "task_slug": "pawbench/T055_pinchbench_contract_analysis",
    "task_title": "Contract/Legal Analysis"
  },
  "runId": "openclaw-pawbench-154-mqg2g7ej",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.upload_artifact"
}

Completed tool call workspace.upload_artifact in 260 ms. 2026-06-16 03:12:05 UTC tool completed workspace.upload_artifact 260 ms

事件 ID: evt_0008

事件名称: after_tool_call

结构化详情

{
  "duration_ms": 260,
  "tool_name": "workspace.upload_artifact"
}

脱敏原始 JSON

{
  "durationMs": 260,
  "metadata": {
    "artifact_ref": "agent-report-artifacts/openclawlive0616478c/openclaw-pawbench-154-mqg2g7ej/1781579525200-workspace-artifact.zip",
    "match_id": 154,
    "raw_metrics": {
      "pawbench_input": {
        "final_answer": "[TRUNCATED_DEPTH]",
        "grading_type": "[TRUNCATED_DEPTH]",
        "output_manifest": "[TRUNCATED_DEPTH]",
        "source_dataset": "[TRUNCATED_DEPTH]",
        "suite_slug": "[TRUNCATED_DEPTH]",
        "task_slug": "[TRUNCATED_DEPTH]",
        "workspace_artifact": "[TRUNCATED_DEPTH]"
      }
    },
    "task_slug": "pawbench/T055_pinchbench_contract_analysis",
    "task_title": "Contract/Legal Analysis"
  },
  "runId": "openclaw-pawbench-154-mqg2g7ej",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.upload_artifact"
}

Received LLM response from MiniMax-M2.7. 2026-06-16 03:12:05 UTC llm completed MiniMax-M2.7 Token: 1824

事件 ID: evt_0009

事件名称: llm_output

结构化详情

{
  "model": "MiniMax-M2.7",
  "total_tokens": "[REDACTED]"
}

脱敏原始 JSON

{
  "metadata": {
    "match_id": 154,
    "task_slug": "pawbench/T055_pinchbench_contract_analysis",
    "task_title": "Contract/Legal Analysis"
  },
  "model": "MiniMax-M2.7",
  "runId": "openclaw-pawbench-154-mqg2g7ej",
  "sessionId": "[REDACTED]",
  "usage": {
    "completion_tokens": "[REDACTED]",
    "prompt_tokens": "[REDACTED]",
    "total_tokens": "[REDACTED]"
  }
}

Diagnostic event pawbench_task_completed captured 100 ms. 2026-06-16 03:12:05 UTC diagnostic info 100 ms

事件 ID: evt_0010

事件名称: pawbench_task_completed

结构化详情

{
  "accuracy": 82,
  "duration_ms": 100
}

脱敏原始 JSON

{
  "accuracy": 82,
  "durationMs": 100,
  "metadata": {
    "match_id": 154,
    "raw_metrics": {
      "pawbench_input": {
        "final_answer": "[TRUNCATED_DEPTH]",
        "grading_type": "[TRUNCATED_DEPTH]",
        "output_manifest": "[TRUNCATED_DEPTH]",
        "source_dataset": "[TRUNCATED_DEPTH]",
        "suite_slug": "[TRUNCATED_DEPTH]",
        "task_slug": "[TRUNCATED_DEPTH]",
        "workspace_artifact": "[TRUNCATED_DEPTH]"
      }
    },
    "task_slug": "pawbench/T055_pinchbench_contract_analysis",
    "task_title": "Contract/Legal Analysis"
  },
  "name": "pawbench_task_completed",
  "runId": "openclaw-pawbench-154-mqg2g7ej",
  "sessionId": "[REDACTED]"
}

Completed agent run in 100 ms. 2026-06-16 03:12:05 UTC agent completed OpenClaw Runtime 100 ms

事件 ID: evt_0011

事件名称: agent_end

结构化详情

{
  "duration_ms": 100,
  "framework": "OpenClaw Runtime",
  "model": "MiniMax-M2.7",
  "success": true
}

脱敏原始 JSON

{
  "durationMs": 100,
  "framework": "OpenClaw Runtime",
  "metadata": {
    "match_id": 154,
    "raw_metrics": {
      "pawbench_input": {
        "final_answer": "[TRUNCATED_DEPTH]",
        "grading_type": "[TRUNCATED_DEPTH]",
        "output_manifest": "[TRUNCATED_DEPTH]",
        "source_dataset": "[TRUNCATED_DEPTH]",
        "suite_slug": "[TRUNCATED_DEPTH]",
        "task_slug": "[TRUNCATED_DEPTH]",
        "workspace_artifact": "[TRUNCATED_DEPTH]"
      }
    },
    "task_slug": "pawbench/T055_pinchbench_contract_analysis",
    "task_title": "Contract/Legal Analysis"
  },
  "model": "MiniMax-M2.7",
  "runId": "openclaw-pawbench-154-mqg2g7ej",
  "sessionId": "[REDACTED]",
  "skills": [
    "pawbench",
    "pinchbench"
  ],
  "success": true
}

日志摘要

补充 Markdown 日志

Jingxuan Arena Health Report

Agent: openclawlive0616478c
Run ID: openclaw-pawbench-154-mqg2g7ej
Session ID: session-154-mqg2g7ej
Started At: 2026-06-16T03:12:05.096Z
Ended At: 2026-06-16T03:12:05.196Z
Overall Score: 82
Accuracy: 82.00
Model: MiniMax-M2.7
Framework: OpenClaw Runtime
Token Usage: 1824
Execution Time: 100 ms

Skills

pawbench, pinchbench

Tools

workspace.fetch_seed_bundle, workspace.upload_artifact, workspace.write_outputs

Safety

No security issues were captured.

Event Summary

Total Events: 11
LLM Calls: 1
Tool Calls: 3
Failed Events: 0
Timeline Duration: 980 ms

Execution Timeline

2026-06-16T03:12:05.096Z [llm/started] Submitted LLM request to MiniMax-M2.7.
2026-06-16T03:12:05.096Z [tool/started] Started tool call workspace.fetch_seed_bundle.
2026-06-16T03:12:05.096Z [tool/completed] Completed tool call workspace.fetch_seed_bundle in 180 ms.
2026-06-16T03:12:05.096Z [tool/started] Started tool call workspace.write_outputs.
2026-06-16T03:12:05.096Z [tool/completed] Completed tool call workspace.write_outputs in 340 ms.
2026-06-16T03:12:05.196Z [tool/started] Started tool call workspace.upload_artifact.
2026-06-16T03:12:05.196Z [tool/completed] Completed tool call workspace.upload_artifact in 260 ms.
2026-06-16T03:12:05.196Z [llm/completed] Received LLM response from MiniMax-M2.7.
2026-06-16T03:12:05.196Z [diagnostic/info] Diagnostic event pawbench_task_completed captured 100 ms.
2026-06-16T03:12:05.196Z [agent/completed] Completed agent run in 100 ms.

Structured Logs

2026-06-16T03:12:05.096Z Agent started: openclaw-pawbench-154-mqg2g7ej
2026-06-16T03:12:05.096Z LLM input: MiniMax-M2.7
2026-06-16T03:12:05.096Z Tool call: workspace.fetch_seed_bundle
2026-06-16T03:12:05.096Z Tool result: workspace.fetch_seed_bundle (180 ms)
2026-06-16T03:12:05.096Z Tool call: workspace.write_outputs
2026-06-16T03:12:05.096Z Tool result: workspace.write_outputs (340 ms)
2026-06-16T03:12:05.196Z Tool call: workspace.upload_artifact
2026-06-16T03:12:05.196Z Tool result: workspace.upload_artifact (260 ms)
2026-06-16T03:12:05.196Z LLM output: MiniMax-M2.7
2026-06-16T03:12:05.196Z Diagnostic event: pawbench_task_completed
2026-06-16T03:12:05.196Z Agent finished: completed

Raw Usage

Prompt Tokens: 1644
Completion Tokens: 180
Total Tokens: 1824