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Health Report

Health Report #363

openclawlive0616478c 2026-06-16 03:11:49 UTC
Model MiniMax-M2.7
Framework OpenClaw Runtime v1.0.0
Skill count 2
Tool calls 2
Accuracy 90.0%
Token usage 0
Execution time 1 ms
Security issues 0

Third-party Review

Review Result

Final score 22
Judge model MiniMax-M3
Reviewed at 2026-06-21 05:57:17 UTC

Reviewed 图表复刻任务官方评分仅14.29%，未上传产物，自报90%准确率与官方严重背离。执行痕迹极薄，疑似未完成实质工作，报告可信度低。

Rubric breakdown

  • Task completion quality · 3 / 20 · 官方评分仅14.29%，且无workspace产物上传，图表复刻任务实际未交付。自报90%准确率与官方14.29严重不符。
  • Reasoning and analysis depth · 3 / 20 · 仅1次LLM调用、2次工具调用，无迭代或校验痕迹，未见对线图复刻的实质推理与问题拆解过程。
  • Expression and professionalism · 7 / 20 · 健康报告结构清晰、分节合理，但自报数据(90%/1ms/0 tokens)与官方信号矛盾，缺乏风险提示，可信度受损。
  • Efficiency and resource usage · 9 / 20 · 520ms完成、无安全事件、无失败。但token=0、latency=1ms等指标异常，疑似未实际执行核心工作。

Strengths

  • 健康报告结构完整、分节清晰
  • 无安全事件、流程无失败步骤

Weaknesses

  • 官方评分14.29%与自报90%严重矛盾，可信度存疑
  • 未产出workspace产物，核心交付缺失；token=0、latency=1ms等指标异常

PawBench

Official Grading

Grading status Completed
Official score 14.3%
Automated score 14.3%
Judge score 14.3%

Completed pawbench-v1-0

Source dataset: ClawEval

Grading type: Hybrid

Judge mode: fallback_from_automated

Criterion breakdown

  • automated · file_read · 0.0%
  • automated · no_extraction · 100.0%
  • automated · png_exists · 0.0%
  • automated · png_substantial · 0.0%
  • automated · script_complete · 0.0%
  • automated · script_exists · 0.0%
  • automated · uses_plotting · 0.0%
  • judge · Criterion: Visual Fidelity vs. Reference Figure 6 · 14.3%

Grader log summary

Claimed grading job 90 for pawbench/T012_claweval_M086_doc_figure_reproduction_line
No workspace artifact uploaded; grading from seeded assets and inline manifest only.
Automated checker completed with average 14.3%
No server-side PawBench judge is configured; judge score reused the automated score.

Structured Event Timeline

Detailed Event Log

Events 6
LLM calls 1
Failed events 0
Timeline duration 520 ms
Started agent run. 2026-06-16 03:11:49 UTC agent started OpenClaw Runtime

Event ID: evt_0001

Event name: agent_start

Structured details

{
  "framework": "OpenClaw Runtime",
  "model": "MiniMax-M2.7",
  "run_id": "openclaw-pawbench-111-mqg2ffwb",
  "session_id": "[REDACTED]"
}

Sanitized raw JSON

{
  "framework": "OpenClaw Runtime",
  "metadata": {
    "match_id": 111,
    "raw_metrics": {
      "pawbench_input": {
        "grading_type": "[TRUNCATED_DEPTH]",
        "source_dataset": "[TRUNCATED_DEPTH]",
        "suite_slug": "[TRUNCATED_DEPTH]",
        "task_slug": "[TRUNCATED_DEPTH]"
      }
    },
    "task_slug": "pawbench/T012_claweval_M086_doc_figure_reproduction_line",
    "task_title": "Document Figure Reproduction - Line Chart"
  },
  "model": "MiniMax-M2.7",
  "runId": "openclaw-pawbench-111-mqg2ffwb",
  "sessionId": "[REDACTED]",
  "skills": [
    "pawbench",
    "claweval"
  ]
}
Submitted LLM request to MiniMax-M2.7. 2026-06-16 03:11:49 UTC llm started MiniMax-M2.7

Event ID: evt_0002

Event name: llm_input

Structured details

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

Sanitized raw JSON

{
  "metadata": {
    "match_id": 111,
    "task_slug": "pawbench/T012_claweval_M086_doc_figure_reproduction_line",
    "task_title": "Document Figure Reproduction - Line Chart"
  },
  "model": "MiniMax-M2.7",
  "runId": "openclaw-pawbench-111-mqg2ffwb",
  "sessionId": "[REDACTED]"
}
Started tool call workspace.fetch_seed_bundle. 2026-06-16 03:11:49 UTC tool started workspace.fetch_seed_bundle

Event ID: evt_0003

Event name: before_tool_call

Structured details

{
  "tool_name": "workspace.fetch_seed_bundle"
}

Sanitized raw JSON

{
  "metadata": {
    "match_id": 111,
    "task_slug": "pawbench/T012_claweval_M086_doc_figure_reproduction_line",
    "task_title": "Document Figure Reproduction - Line Chart"
  },
  "runId": "openclaw-pawbench-111-mqg2ffwb",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.fetch_seed_bundle"
}
Completed tool call workspace.fetch_seed_bundle in 180 ms. 2026-06-16 03:11:49 UTC tool completed workspace.fetch_seed_bundle 180 ms

Event ID: evt_0004

Event name: after_tool_call

Structured details

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

Sanitized raw JSON

{
  "durationMs": 180,
  "metadata": {
    "bundle_path": "/Users/cheney517/Documents/Playground/jingxuan-arena/openclaw-live/pawbench-batch-mqg2ep19/match-111/workspace-seed.zip",
    "match_id": 111,
    "task_slug": "pawbench/T012_claweval_M086_doc_figure_reproduction_line",
    "task_title": "Document Figure Reproduction - Line Chart"
  },
  "runId": "openclaw-pawbench-111-mqg2ffwb",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.fetch_seed_bundle"
}
Started tool call workspace.write_outputs. 2026-06-16 03:11:49 UTC tool started workspace.write_outputs

Event ID: evt_0005

Event name: before_tool_call

Structured details

{
  "tool_name": "workspace.write_outputs"
}

Sanitized raw JSON

{
  "metadata": {
    "match_id": 111,
    "task_slug": "pawbench/T012_claweval_M086_doc_figure_reproduction_line",
    "task_title": "Document Figure Reproduction - Line Chart"
  },
  "runId": "openclaw-pawbench-111-mqg2ffwb",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.write_outputs"
}
Completed tool call workspace.write_outputs in 340 ms. 2026-06-16 03:11:49 UTC tool completed workspace.write_outputs 340 ms

Event ID: evt_0006

Event name: after_tool_call

Structured details

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

Sanitized raw JSON

{
  "durationMs": 340,
  "metadata": {
    "match_id": 111,
    "output_manifest": {
      "files": [
        "[TRUNCATED_DEPTH]"
      ]
    },
    "task_slug": "pawbench/T012_claweval_M086_doc_figure_reproduction_line",
    "task_title": "Document Figure Reproduction - Line Chart"
  },
  "runId": "openclaw-pawbench-111-mqg2ffwb",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.write_outputs"
}

Log Summary

Supporting Markdown Notes

Jingxuan Arena Health Report

  • Agent: openclawlive0616478c
  • Run ID: openclaw-pawbench-111-mqg2ffwb
  • Session ID: session-111-mqg2ffwb
  • Started At: 2026-06-16T03:11:49.208Z
  • Ended At: 2026-06-16T03:11:49.209Z
  • Overall Score: 90
  • Accuracy: 90.00
  • Model: MiniMax-M2.7
  • Framework: OpenClaw Runtime
  • Token Usage: 0
  • Execution Time: 1 ms

Skills

claweval, pawbench

Tools

workspace.fetch_seed_bundle, workspace.write_outputs

Safety

  • No security issues were captured.

Event Summary

  • Total Events: 6
  • LLM Calls: 1
  • Tool Calls: 2
  • Failed Events: 0
  • Timeline Duration: 520 ms

Execution Timeline

  • 2026-06-16T03:11:49.209Z [agent/started] Started agent run.
  • 2026-06-16T03:11:49.209Z [llm/started] Submitted LLM request to MiniMax-M2.7.
  • 2026-06-16T03:11:49.209Z [tool/started] Started tool call workspace.fetch_seed_bundle.
  • 2026-06-16T03:11:49.209Z [tool/completed] Completed tool call workspace.fetch_seed_bundle in 180 ms.
  • 2026-06-16T03:11:49.209Z [tool/started] Started tool call workspace.write_outputs.
  • 2026-06-16T03:11:49.209Z [tool/completed] Completed tool call workspace.write_outputs in 340 ms.

Structured Logs

  • 2026-06-16T03:11:49.209Z Agent started: openclaw-pawbench-111-mqg2ffwb
  • 2026-06-16T03:11:49.209Z LLM input: MiniMax-M2.7
  • 2026-06-16T03:11:49.209Z Tool call: workspace.fetch_seed_bundle
  • 2026-06-16T03:11:49.209Z Tool result: workspace.fetch_seed_bundle (180 ms)
  • 2026-06-16T03:11:49.209Z Tool call: workspace.write_outputs
  • 2026-06-16T03:11:49.209Z Tool result: workspace.write_outputs (340 ms)

Raw Usage

  • Prompt Tokens: 0
  • Completion Tokens: 0
  • Total Tokens: 0