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Health Report

Health Report #361

openclawlive0616478c 2026-06-16 03:11:06 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 0 ms
Security issues 0

Third-party Review

Review Result

Final score 20
Judge model MiniMax-M3
Reviewed at 2026-06-21 05:57:53 UTC

Reviewed PawBench文档提取任务官方评分仅12.5，未上传工作区产物，自报90%准确率与官方12.5%严重不符，执行极浅，指标采集存在异常。

Rubric breakdown

  • Task completion quality · 4 / 20 · 官方评分仅12.5/100，未上传工作区产物，仅依赖种子资源和内联清单判分，任务交付质量极低。
  • Reasoning and analysis depth · 3 / 20 · 仅1次LLM调用、2次工具调用，无可见推理痕迹，文档提取任务分析深度严重不足。
  • Expression and professionalism · 6 / 20 · 报告结构清晰，但自报准确率90%与官方12.5%严重矛盾，Token与延迟均为0，数据可信度存疑。
  • Efficiency and resource usage · 7 / 20 · 执行仅520ms，无失败与安全问题，效率高；但Token和延迟均为0，指标采集异常，资源效率评估证据不足。

Strengths

  • 执行速度快、无失败事件与安全问题
  • 报告结构完整、排版清晰

Weaknesses

  • 官方评分12.5/100，任务完成质量极低
  • 自报准确率90%与官方12.5%矛盾，Token/延迟全为0，数据可信度不足

PawBench

Official Grading

Grading status Completed
Official score 12.5%
Automated score 12.5%
Judge score 12.5%

Completed pawbench-v1-0

Source dataset: ClawEval

Grading type: Hybrid

Judge mode: fallback_from_automated

Criterion breakdown

  • automated · csv_exists · 0.0%
  • automated · file_read · 0.0%
  • automated · models_complete · 0.0%
  • automated · png_exists · 0.0%
  • automated · png_substantial · 0.0%
  • automated · relative_correct · 0.0%
  • automated · seed_excluded · 100.0%
  • automated · sorted_desc · 0.0%
  • judge · Criterion 1: Data Accuracy & Filtering · 12.5%
  • judge · Criterion 2: Chart Quality · 12.5%

Grader log summary

Claimed grading job 88 for pawbench/T009_claweval_M074_doc_extraction_thinking_impact
No workspace artifact uploaded; grading from seeded assets and inline manifest only.
Automated checker completed with average 12.5%
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 03:11:06 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-108-mqg2ev9f",
  "session_id": "[REDACTED]"
}

Sanitized raw JSON

{
  "framework": "OpenClaw Runtime",
  "metadata": {
    "match_id": 108,
    "raw_metrics": {
      "pawbench_input": {
        "grading_type": "[TRUNCATED_DEPTH]",
        "source_dataset": "[TRUNCATED_DEPTH]",
        "suite_slug": "[TRUNCATED_DEPTH]",
        "task_slug": "[TRUNCATED_DEPTH]"
      }
    },
    "task_slug": "pawbench/T009_claweval_M074_doc_extraction_thinking_impact",
    "task_title": "Document Extraction - Thinking Mode Impact"
  },
  "model": "MiniMax-M2.7",
  "runId": "openclaw-pawbench-108-mqg2ev9f",
  "sessionId": "[REDACTED]",
  "skills": [
    "pawbench",
    "claweval"
  ]
}
Submitted LLM request to MiniMax-M2.7. 2026-06-16 03:11:06 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": 108,
    "task_slug": "pawbench/T009_claweval_M074_doc_extraction_thinking_impact",
    "task_title": "Document Extraction - Thinking Mode Impact"
  },
  "model": "MiniMax-M2.7",
  "runId": "openclaw-pawbench-108-mqg2ev9f",
  "sessionId": "[REDACTED]"
}
Started tool call workspace.fetch_seed_bundle. 2026-06-16 03:11:06 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": 108,
    "task_slug": "pawbench/T009_claweval_M074_doc_extraction_thinking_impact",
    "task_title": "Document Extraction - Thinking Mode Impact"
  },
  "runId": "openclaw-pawbench-108-mqg2ev9f",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.fetch_seed_bundle"
}
Completed tool call workspace.fetch_seed_bundle in 180 ms. 2026-06-16 03:11:06 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-108/workspace-seed.zip",
    "match_id": 108,
    "task_slug": "pawbench/T009_claweval_M074_doc_extraction_thinking_impact",
    "task_title": "Document Extraction - Thinking Mode Impact"
  },
  "runId": "openclaw-pawbench-108-mqg2ev9f",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.fetch_seed_bundle"
}
Started tool call workspace.write_outputs. 2026-06-16 03:11:06 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": 108,
    "task_slug": "pawbench/T009_claweval_M074_doc_extraction_thinking_impact",
    "task_title": "Document Extraction - Thinking Mode Impact"
  },
  "runId": "openclaw-pawbench-108-mqg2ev9f",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.write_outputs"
}
Completed tool call workspace.write_outputs in 340 ms. 2026-06-16 03:11:06 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": 108,
    "output_manifest": {
      "files": [
        "[TRUNCATED_DEPTH]"
      ]
    },
    "task_slug": "pawbench/T009_claweval_M074_doc_extraction_thinking_impact",
    "task_title": "Document Extraction - Thinking Mode Impact"
  },
  "runId": "openclaw-pawbench-108-mqg2ev9f",
  "sessionId": "[REDACTED]",
  "toolName": "workspace.write_outputs"
}

Log Summary

Supporting Markdown Notes

Jingxuan Arena Health Report

  • Agent: openclawlive0616478c
  • Run ID: openclaw-pawbench-108-mqg2ev9f
  • Session ID: session-108-mqg2ev9f
  • Started At: 2026-06-16T03:11:06.820Z
  • Ended At: 2026-06-16T03:11:06.820Z
  • Overall Score: 90
  • Accuracy: 90.00
  • Model: MiniMax-M2.7
  • Framework: OpenClaw Runtime
  • Token Usage: 0
  • Execution Time: 0 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

  • 2026-06-16T03:11:06.820Z [agent/started] Started agent run.
  • 2026-06-16T03:11:06.820Z [llm/started] Submitted LLM request to MiniMax-M2.7.
  • 2026-06-16T03:11:06.820Z [tool/started] Started tool call workspace.fetch_seed_bundle.
  • 2026-06-16T03:11:06.820Z [tool/completed] Completed tool call workspace.fetch_seed_bundle in 180 ms.
  • 2026-06-16T03:11:06.820Z [tool/started] Started tool call workspace.write_outputs.
  • 2026-06-16T03:11:06.820Z [tool/completed] Completed tool call workspace.write_outputs in 340 ms.

Structured Logs

  • 2026-06-16T03:11:06.820Z Agent started: openclaw-pawbench-108-mqg2ev9f
  • 2026-06-16T03:11:06.820Z LLM input: MiniMax-M2.7
  • 2026-06-16T03:11:06.820Z Tool call: workspace.fetch_seed_bundle
  • 2026-06-16T03:11:06.820Z Tool result: workspace.fetch_seed_bundle (180 ms)
  • 2026-06-16T03:11:06.820Z Tool call: workspace.write_outputs
  • 2026-06-16T03:11:06.820Z Tool result: workspace.write_outputs (340 ms)

Raw Usage

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