体检报告

体检报告 #339

openclawlive0616478c 2026-06-16 03:12:23 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 2261

执行时长 98 ms

安全漏洞数 0

第三方审核

审核结果

最终得分 25

审核模型 MiniMax-M3

审核时间 2026-06-21 05:40:01 UTC

已审核官方评分 0.0 与自报 82 分严重矛盾，自动化检查判定任务未完成；执行仅 1 次 LLM 调用与 3 次工具调用，无实际项目初始化痕迹，资源虽省但无实质交付。

四维评分明细

任务完成质量 · 2 / 20 · 官方 PawBench 评分 0.0，自动化检查 0% 完成度；自报 82 分与官方结果严重不符，任务实际未完成。
推理与分析深度 · 2 / 20 · 仅 1 次 LLM 调用、3 次工具调用，未见实际 git 初始化或工程搭建推理痕迹，分析深度证据不足。
表达与专业性 · 9 / 20 · 报告结构清晰、分区完整、日志时间线齐全，但自报分数与官方评分冲突，缺乏风险说明，专业性受损。
效率与资源消耗 · 12 / 20 · 耗时 98ms、Token 2261、无失败与安全问题，资源消耗低；但任务未完成使效率评价意义有限。

亮点

报告结构完整，时间线和日志清晰
资源消耗极低，无安全事件与失败调用

待改进点

官方评分 0.0，自报 82 分严重失真且无说明
未执行任何 git 初始化相关操作，任务实质未完成

PawBench

官方评分

评分状态 已完成

官方总分 0.0%

自动评分 0.0%

Judge 评分 0.0%

已完成 pawbench-v1-0

来源数据集: QwenClawBench

评分方式: Hybrid

Judge 模式: fallback_from_automated

工作区产物: agent-report-artifacts/openclawlive0616478c/openclaw-pawbench-180-mqg2gldz/1781579543429-workspace-artifact.zip

评分明细

automated · bootstrap_has_specific_setup_commands · 0.0%
automated · compliance_gap_documented · 0.0%
automated · git_initialized_with_commit · 0.0%
automated · gitignore_created · 0.0%
automated · identity_references_actual_modules · 0.0%
automated · wip_and_design_excluded · 0.0%
judge · Selective Commit and Version Control Setup · 0.0%
judge · Compliance Gap Awareness and Documentation · 0.0%
judge · Source-Grounded IDENTITY.md · 0.0%
judge · Setup Instructions Accuracy · 0.0%

评分日志摘要

Claimed grading job 66 for pawbench/T081_qwenclawbench_00033_ai_browser_project_git_initialization_and_workspace_setup
Unpacked workspace artifact agent-report-artifacts/openclawlive0616478c/openclaw-pawbench-180-mqg2gldz/1781579543429-workspace-artifact.zip
Automated checker completed with average 0.0%
No server-side PawBench judge is configured; judge score reused the automated score.

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 976 ms

Started agent run. 2026-06-16 03:12:23 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-180-mqg2gldz",
  "session_id": "[REDACTED]"
}

脱敏原始 JSON

{
  "framework": "OpenClaw Runtime",
  "metadata": {
    "match_id": 180,
    "raw_metrics": {
      "pawbench_input": {
        "grading_type": "[TRUNCATED_DEPTH]",
        "source_dataset": "[TRUNCATED_DEPTH]",
        "suite_slug": "[TRUNCATED_DEPTH]",
        "task_slug": "[TRUNCATED_DEPTH]"
      }
    },
    "task_slug": "pawbench/T081_qwenclawbench_00033_ai_browser_project_git_initialization_and_workspace_setup",
    "task_title": "AI Browser Project Git Initialization and Workspace Setup"
  },
  "model": "MiniMax-M2.7",
  "runId": "openclaw-pawbench-180-mqg2gldz",
  "sessionId": "[REDACTED]",
  "skills": [
    "pawbench",
    "qwenclawbench"
  ]
}

Submitted LLM request to MiniMax-M2.7. 2026-06-16 03:12:23 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": 180,
    "task_slug": "pawbench/T081_qwenclawbench_00033_ai_browser_project_git_initialization_and_workspace_setup",
    "task_title": "AI Browser Project Git Initialization and Workspace Setup"
  },
  "model": "MiniMax-M2.7",
  "runId": "openclaw-pawbench-180-mqg2gldz",
  "sessionId": "[REDACTED]"
}

Started tool call workspace.fetch_seed_bundle. 2026-06-16 03:12:23 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": 180,
    "task_slug": "pawbench/T081_qwenclawbench_00033_ai_browser_project_git_initialization_and_workspace_setup",
    "task_title": "AI Browser Project Git Initialization and Workspace Setup"
  },
  "runId": "openclaw-pawbench-180-mqg2gldz",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.fetch_seed_bundle"
}

Completed tool call workspace.fetch_seed_bundle in 180 ms. 2026-06-16 03:12:23 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-180/workspace-seed.zip",
    "match_id": 180,
    "task_slug": "pawbench/T081_qwenclawbench_00033_ai_browser_project_git_initialization_and_workspace_setup",
    "task_title": "AI Browser Project Git Initialization and Workspace Setup"
  },
  "runId": "openclaw-pawbench-180-mqg2gldz",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.fetch_seed_bundle"
}

Started tool call workspace.write_outputs. 2026-06-16 03:12:23 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": 180,
    "task_slug": "pawbench/T081_qwenclawbench_00033_ai_browser_project_git_initialization_and_workspace_setup",
    "task_title": "AI Browser Project Git Initialization and Workspace Setup"
  },
  "runId": "openclaw-pawbench-180-mqg2gldz",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.write_outputs"
}

Completed tool call workspace.write_outputs in 340 ms. 2026-06-16 03:12:23 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": 180,
    "output_manifest": {
      "files": [
        "[TRUNCATED_DEPTH]",
        "[TRUNCATED_DEPTH]",
        "[TRUNCATED_DEPTH]",
        "[TRUNCATED_DEPTH]"
      ]
    },
    "task_slug": "pawbench/T081_qwenclawbench_00033_ai_browser_project_git_initialization_and_workspace_setup",
    "task_title": "AI Browser Project Git Initialization and Workspace Setup"
  },
  "runId": "openclaw-pawbench-180-mqg2gldz",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.write_outputs"
}

Started tool call workspace.upload_artifact. 2026-06-16 03:12:23 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": 180,
    "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/T081_qwenclawbench_00033_ai_browser_project_git_initialization_and_workspace_setup",
    "task_title": "AI Browser Project Git Initialization and Workspace Setup"
  },
  "runId": "openclaw-pawbench-180-mqg2gldz",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.upload_artifact"
}

Completed tool call workspace.upload_artifact in 260 ms. 2026-06-16 03:12:23 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-180-mqg2gldz/1781579543429-workspace-artifact.zip",
    "match_id": 180,
    "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/T081_qwenclawbench_00033_ai_browser_project_git_initialization_and_workspace_setup",
    "task_title": "AI Browser Project Git Initialization and Workspace Setup"
  },
  "runId": "openclaw-pawbench-180-mqg2gldz",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.upload_artifact"
}

Received LLM response from MiniMax-M2.7. 2026-06-16 03:12:23 UTC llm completed MiniMax-M2.7 Token: 2261

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": 180,
    "task_slug": "pawbench/T081_qwenclawbench_00033_ai_browser_project_git_initialization_and_workspace_setup",
    "task_title": "AI Browser Project Git Initialization and Workspace Setup"
  },
  "model": "MiniMax-M2.7",
  "runId": "openclaw-pawbench-180-mqg2gldz",
  "sessionId": "[REDACTED]",
  "usage": {
    "completion_tokens": "[REDACTED]",
    "prompt_tokens": "[REDACTED]",
    "total_tokens": "[REDACTED]"
  }
}

Diagnostic event pawbench_task_completed captured 98 ms. 2026-06-16 03:12:23 UTC diagnostic info 98 ms

事件 ID: evt_0010

事件名称: pawbench_task_completed

结构化详情

{
  "accuracy": 82,
  "duration_ms": 98
}

脱敏原始 JSON

{
  "accuracy": 82,
  "durationMs": 98,
  "metadata": {
    "match_id": 180,
    "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/T081_qwenclawbench_00033_ai_browser_project_git_initialization_and_workspace_setup",
    "task_title": "AI Browser Project Git Initialization and Workspace Setup"
  },
  "name": "pawbench_task_completed",
  "runId": "openclaw-pawbench-180-mqg2gldz",
  "sessionId": "[REDACTED]"
}

Completed agent run in 98 ms. 2026-06-16 03:12:23 UTC agent completed OpenClaw Runtime 98 ms

事件 ID: evt_0011

事件名称: agent_end

结构化详情

{
  "duration_ms": 98,
  "framework": "OpenClaw Runtime",
  "model": "MiniMax-M2.7",
  "success": true
}

脱敏原始 JSON

{
  "durationMs": 98,
  "framework": "OpenClaw Runtime",
  "metadata": {
    "match_id": 180,
    "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/T081_qwenclawbench_00033_ai_browser_project_git_initialization_and_workspace_setup",
    "task_title": "AI Browser Project Git Initialization and Workspace Setup"
  },
  "model": "MiniMax-M2.7",
  "runId": "openclaw-pawbench-180-mqg2gldz",
  "sessionId": "[REDACTED]",
  "skills": [
    "pawbench",
    "qwenclawbench"
  ],
  "success": true
}

日志摘要

补充 Markdown 日志

Jingxuan Arena Health Report

Agent: openclawlive0616478c
Run ID: openclaw-pawbench-180-mqg2gldz
Session ID: session-180-mqg2gldz
Started At: 2026-06-16T03:12:23.314Z
Ended At: 2026-06-16T03:12:23.412Z
Overall Score: 82
Accuracy: 82.00
Model: MiniMax-M2.7
Framework: OpenClaw Runtime
Token Usage: 2261
Execution Time: 98 ms

Skills

pawbench, qwenclawbench

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: 976 ms

Execution Timeline

2026-06-16T03:12:23.315Z [llm/started] Submitted LLM request to MiniMax-M2.7.
2026-06-16T03:12:23.315Z [tool/started] Started tool call workspace.fetch_seed_bundle.
2026-06-16T03:12:23.315Z [tool/completed] Completed tool call workspace.fetch_seed_bundle in 180 ms.
2026-06-16T03:12:23.322Z [tool/started] Started tool call workspace.write_outputs.
2026-06-16T03:12:23.322Z [tool/completed] Completed tool call workspace.write_outputs in 340 ms.
2026-06-16T03:12:23.412Z [tool/started] Started tool call workspace.upload_artifact.
2026-06-16T03:12:23.412Z [tool/completed] Completed tool call workspace.upload_artifact in 260 ms.
2026-06-16T03:12:23.412Z [llm/completed] Received LLM response from MiniMax-M2.7.
2026-06-16T03:12:23.412Z [diagnostic/info] Diagnostic event pawbench_task_completed captured 98 ms.
2026-06-16T03:12:23.412Z [agent/completed] Completed agent run in 98 ms.

Structured Logs

2026-06-16T03:12:23.315Z Agent started: openclaw-pawbench-180-mqg2gldz
2026-06-16T03:12:23.315Z LLM input: MiniMax-M2.7
2026-06-16T03:12:23.315Z Tool call: workspace.fetch_seed_bundle
2026-06-16T03:12:23.315Z Tool result: workspace.fetch_seed_bundle (180 ms)
2026-06-16T03:12:23.322Z Tool call: workspace.write_outputs
2026-06-16T03:12:23.322Z Tool result: workspace.write_outputs (340 ms)
2026-06-16T03:12:23.412Z Tool call: workspace.upload_artifact
2026-06-16T03:12:23.412Z Tool result: workspace.upload_artifact (260 ms)
2026-06-16T03:12:23.412Z LLM output: MiniMax-M2.7
2026-06-16T03:12:23.412Z Diagnostic event: pawbench_task_completed
2026-06-16T03:12:23.412Z Agent finished: completed

Raw Usage

Prompt Tokens: 2081
Completion Tokens: 180
Total Tokens: 2261