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batch_F_real

2026-04-14 hermes

260414 Hermes batch F 실제 이전 보고서

  • 시작: 2026-04-14T14:51:25+09:00
  • Hermes 백업: /Users/ron/.hermes/cron/jobs.json.bak-batchF-20260414145125
  • OpenClaw 백업: /Users/ron/.openclaw/cron/jobs.json.bak-batchF-20260414145125
  • Gateway/LaunchAgents 변경: 없음
  • 주의: 동시 batch D/E/G/H가 먼저 선점한 후보를 제외하고, 마지막 read 시점 기준 미선점 5개를 batch F prefix로 등록.

후보 및 변환

OpenClaw Hermes cron timeout 최근 duration output_hint 선정 근거
research_intelligence_aggregator hF-research-intel 10 2 * * * 60s 14.3s /Users/ron/.openclaw/workspace/memory/research-intelligence/latest.json 볼트 frontmatter 산술 집계, no LLM, 변화시에만 알림
technical-stat-models hF-tech-stat 35 */2 * * 1-5 600s 18.8s /Users/ron/.openclaw/workspace/memory/technical-signals/latest.json 로컬 가격이력 기반 통계 산출, dry-run상 alert 없음
methodology-updater hF-methodology-updater 5 7 * * 1-5 300s 9.4s /Users/ron/knowledge/400 판단/420 투자판단/425 방법론 dry-run상 patterns=0 no-op, no LLM
moat-scorer hF-moat-scorer 0 7 * * 1 300s 8.2s /Users/ron/.openclaw/workspace/memory/moat-scores Moat 정량 스코어, status상 현재 결과 없음
quant-performance-tracker hF-quant-perf 5 9 * * 1-5 1800s 7.2s /Users/ron/.openclaw/workspace/memory/quant-performance dry-run상 검증 0건, local file 기반

변환 command

  • hF-research-intelresearch_intelligence_aggregator: PYTHONPATH=/Users/ron/.openclaw/workspace/scripts python3 /Users/ron/.openclaw/workspace/scripts/pipeline/research_intelligence_aggregator.py
  • hF-tech-stattechnical-stat-models: python3 /Users/ron/.openclaw/workspace/scripts/pipeline/technical_stat_models.py
  • hF-methodology-updatermethodology-updater: PYTHONPATH=/Users/ron/.openclaw/workspace/scripts/shared:/Users/ron/.openclaw/workspace/scripts/pipeline python3 /Users/ron/.openclaw/workspace/scripts/pipeline/methodology_updater.py
  • hF-moat-scorermoat-scorer: PYTHONPATH=/Users/ron/.openclaw/workspace/scripts/shared:/Users/ron/.openclaw/workspace/scripts/pipeline python3 /Users/ron/.openclaw/workspace/scripts/pipeline/moat_scorer.py
  • hF-quant-perfquant-performance-tracker: python3 /Users/ron/.openclaw/workspace/scripts/pipeline/quant_performance_tracker.py

dual-run 결과

research_intelligence_aggregatorhF-research-intel

cycle verdict reasons duration report
1 FAIL openclaw_failed,hermes_exec_failed,watch_path_missing,strict_diff_mismatch 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real/hF-research-intel/cycle-1/20260414_145209_research_intelligence_aggregator_hF-research-intel.json

최종: FAIL

실패 tail:

: false,
      "kind": null,
      "size": null,
      "mtime_ns": null,
      "sha256": null,
      "file_count": null,
      "total_size": null,
      "digest": null,
      "sample_files": []
    }
  ],
  "watched_changed": [],
  "verdict": {
    "ok": false,
    "openclaw_ok": false,
    "hermes_trigger_ok": true,
    "hermes_exec_ok": false,
    "watch_ok": false,
    "text_match": false,
    "strict_diff": true,
    "trigger_delta_ms": 0,
    "changed_watch_paths": [],
    "reasons": [
      "openclaw_failed",
      "hermes_exec_failed",
      "watch_path_missing",
      "strict_diff_mismatch"
    ]
  },
  "report_path": "/Users/ron/.openclaw/workspace/verification/hermes-batch-F-real/hF-research-intel/cycle-1/20260414_145209_research_intelligence_aggregator_hF-research-intel.json"
}


technical-stat-modelshF-tech-stat

cycle verdict reasons duration report
1 PASS `` 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real/hF-tech-stat/cycle-1/20260414_145210_technical-stat-models_hF-tech-stat.json
2 PASS `` 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real/hF-tech-stat/cycle-2/20260414_145212_technical-stat-models_hF-tech-stat.json
3 PASS `` 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real/hF-tech-stat/cycle-3/20260414_145213_technical-stat-models_hF-tech-stat.json

최종: PASS

methodology-updaterhF-methodology-updater

cycle verdict reasons duration report
1 FAIL watch_path_missing 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real/hF-methodology-updater/cycle-1/20260414_145214_methodology-updater_hF-methodology-updater.json

최종: FAIL

실패 tail:

er": [
    {
      "path": "/Users/ron/knowledge/400 판단/420 투자판단/425 방법론",
      "exists": false,
      "kind": null,
      "size": null,
      "mtime_ns": null,
      "sha256": null,
      "file_count": null,
      "total_size": null,
      "digest": null,
      "sample_files": []
    }
  ],
  "watched_changed": [],
  "verdict": {
    "ok": false,
    "openclaw_ok": true,
    "hermes_trigger_ok": true,
    "hermes_exec_ok": true,
    "watch_ok": false,
    "text_match": true,
    "strict_diff": true,
    "trigger_delta_ms": 0,
    "changed_watch_paths": [],
    "reasons": [
      "watch_path_missing"
    ]
  },
  "report_path": "/Users/ron/.openclaw/workspace/verification/hermes-batch-F-real/hF-methodology-updater/cycle-1/20260414_145214_methodology-updater_hF-methodology-updater.json"
}


moat-scorerhF-moat-scorer

cycle verdict reasons duration report
1 FAIL watch_path_missing 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real/hF-moat-scorer/cycle-1/20260414_145216_moat-scorer_hF-moat-scorer.json

최종: FAIL

실패 tail:

  ],
  "watched_after": [
    {
      "path": "/Users/ron/.openclaw/workspace/memory/moat-scores",
      "exists": false,
      "kind": null,
      "size": null,
      "mtime_ns": null,
      "sha256": null,
      "file_count": null,
      "total_size": null,
      "digest": null,
      "sample_files": []
    }
  ],
  "watched_changed": [],
  "verdict": {
    "ok": false,
    "openclaw_ok": true,
    "hermes_trigger_ok": true,
    "hermes_exec_ok": true,
    "watch_ok": false,
    "text_match": true,
    "strict_diff": true,
    "trigger_delta_ms": 0,
    "changed_watch_paths": [],
    "reasons": [
      "watch_path_missing"
    ]
  },
  "report_path": "/Users/ron/.openclaw/workspace/verification/hermes-batch-F-real/hF-moat-scorer/cycle-1/20260414_145216_moat-scorer_hF-moat-scorer.json"
}


quant-performance-trackerhF-quant-perf

cycle verdict reasons duration report
1 FAIL watch_path_missing 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real/hF-quant-perf/cycle-1/20260414_145217_quant-performance-tracker_hF-quant-perf.json

최종: FAIL

실패 tail:

ter": [
    {
      "path": "/Users/ron/.openclaw/workspace/memory/quant-performance",
      "exists": false,
      "kind": null,
      "size": null,
      "mtime_ns": null,
      "sha256": null,
      "file_count": null,
      "total_size": null,
      "digest": null,
      "sample_files": []
    }
  ],
  "watched_changed": [],
  "verdict": {
    "ok": false,
    "openclaw_ok": true,
    "hermes_trigger_ok": true,
    "hermes_exec_ok": true,
    "watch_ok": false,
    "text_match": true,
    "strict_diff": true,
    "trigger_delta_ms": 0,
    "changed_watch_paths": [],
    "reasons": [
      "watch_path_missing"
    ]
  },
  "report_path": "/Users/ron/.openclaw/workspace/verification/hermes-batch-F-real/hF-quant-perf/cycle-1/20260414_145217_quant-performance-tracker_hF-quant-perf.json"
}


corrected-watch rerun methodology-updaterhF-methodology-updater

cycle verdict reasons duration report
1 FAIL watch_path_missing 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real-rerun/hF-methodology-updater/cycle-1/20260414_145320_methodology-updater_hF-methodology-updater.json

최종: FAIL

실패 tail:

ull,
      "digest": null,
      "sample_files": []
    },
    {
      "path": "/Users/ron/knowledge/400 판단/420 투자판단/425 방법론",
      "exists": false,
      "kind": null,
      "size": null,
      "mtime_ns": null,
      "sha256": null,
      "file_count": null,
      "total_size": null,
      "digest": null,
      "sample_files": []
    }
  ],
  "watched_changed": [
    "/Users/ron/.openclaw/workspace/logs/methodology_updater.log"
  ],
  "verdict": {
    "ok": false,
    "openclaw_ok": true,
    "hermes_trigger_ok": true,
    "hermes_exec_ok": true,
    "watch_ok": false,
    "text_match": true,
    "strict_diff": true,
    "trigger_delta_ms": 0,
    "changed_watch_paths": [
      "/Users/ron/.openclaw/workspace/logs/methodology_updater.log"
    ],
    "reasons": [
      "watch_path_missing"
    ]
  },
  "report_path": "/Users/ron/.openclaw/workspace/verification/hermes-batch-F-real-rerun/hF-methodology-updater/cycle-1/20260414_145320_methodology-updater_hF-methodology-updater.json"
}


corrected-watch rerun moat-scorerhF-moat-scorer

cycle verdict reasons duration report
1 FAIL watch_path_missing 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real-rerun/hF-moat-scorer/cycle-1/20260414_145321_moat-scorer_hF-moat-scorer.json

최종: FAIL

실패 tail:

al_size": null,
      "digest": null,
      "sample_files": []
    },
    {
      "path": "/Users/ron/.openclaw/workspace/memory/moat-scores",
      "exists": false,
      "kind": null,
      "size": null,
      "mtime_ns": null,
      "sha256": null,
      "file_count": null,
      "total_size": null,
      "digest": null,
      "sample_files": []
    }
  ],
  "watched_changed": [
    "/Users/ron/.openclaw/workspace/memory/moat-analysis/latest.json"
  ],
  "verdict": {
    "ok": false,
    "openclaw_ok": true,
    "hermes_trigger_ok": true,
    "hermes_exec_ok": true,
    "watch_ok": false,
    "text_match": true,
    "strict_diff": true,
    "trigger_delta_ms": 0,
    "changed_watch_paths": [
      "/Users/ron/.openclaw/workspace/memory/moat-analysis/latest.json"
    ],
    "reasons": [
      "watch_path_missing"
    ]
  },
  "report_path": "/Users/ron/.openclaw/workspace/verification/hermes-batch-F-real-rerun/hF-moat-scorer/cycle-1/20260414_145321_moat-scorer_hF-moat-scorer.json"
}


corrected-watch rerun quant-performance-trackerhF-quant-perf

cycle verdict reasons duration report
1 FAIL watch_path_missing 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real-rerun/hF-quant-perf/cycle-1/20260414_145323_quant-performance-tracker_hF-quant-perf.json

최종: FAIL

실패 tail:

6050437101001809,
      "sha256": null,
      "file_count": 0,
      "total_size": 0,
      "digest": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
      "sample_files": []
    },
    {
      "path": "/Users/ron/.openclaw/workspace/memory/quant-performance",
      "exists": false,
      "kind": null,
      "size": null,
      "mtime_ns": null,
      "sha256": null,
      "file_count": null,
      "total_size": null,
      "digest": null,
      "sample_files": []
    }
  ],
  "watched_changed": [],
  "verdict": {
    "ok": false,
    "openclaw_ok": true,
    "hermes_trigger_ok": true,
    "hermes_exec_ok": true,
    "watch_ok": false,
    "text_match": true,
    "strict_diff": true,
    "trigger_delta_ms": 0,
    "changed_watch_paths": [],
    "reasons": [
      "watch_path_missing"
    ]
  },
  "report_path": "/Users/ron/.openclaw/workspace/verification/hermes-batch-F-real-rerun/hF-quant-perf/cycle-1/20260414_145323_quant-performance-tracker_hF-quant-perf.json"
}


corrected-output-hint rerun2 methodology-updaterhF-methodology-updater

cycle verdict reasons duration report
1 PASS `` 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real-rerun2/hF-methodology-updater/cycle-1/20260414_145357_methodology-updater_hF-methodology-updater.json
2 PASS `` 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real-rerun2/hF-methodology-updater/cycle-2/20260414_145359_methodology-updater_hF-methodology-updater.json
3 PASS `` 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real-rerun2/hF-methodology-updater/cycle-3/20260414_145400_methodology-updater_hF-methodology-updater.json

최종: PASS

corrected-output-hint rerun2 moat-scorerhF-moat-scorer

cycle verdict reasons duration report
1 PASS `` 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real-rerun2/hF-moat-scorer/cycle-1/20260414_145401_moat-scorer_hF-moat-scorer.json
2 PASS `` 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real-rerun2/hF-moat-scorer/cycle-2/20260414_145403_moat-scorer_hF-moat-scorer.json
3 PASS `` 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real-rerun2/hF-moat-scorer/cycle-3/20260414_145404_moat-scorer_hF-moat-scorer.json

최종: PASS

corrected-output-hint rerun2 quant-performance-trackerhF-quant-perf

cycle verdict reasons duration report
1 PASS `` 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real-rerun2/hF-quant-perf/cycle-1/20260414_145405_quant-performance-tracker_hF-quant-perf.json
2 PASS `` 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real-rerun2/hF-quant-perf/cycle-2/20260414_145406_quant-performance-tracker_hF-quant-perf.json
3 PASS `` 1.3s /Users/ron/.openclaw/workspace/verification/hermes-batch-F-real-rerun2/hF-quant-perf/cycle-3/20260414_145408_quant-performance-tracker_hF-quant-perf.json

최종: PASS

최종 조치

OpenClaw Hermes 판정 조치
technical-stat-models hF-tech-stat PASS Hermes enabled 유지, OpenClaw enabled=false
methodology-updater hF-methodology-updater PASS Hermes enabled 유지, OpenClaw enabled=false
moat-scorer hF-moat-scorer PASS Hermes enabled 유지, OpenClaw enabled=false
quant-performance-tracker hF-quant-perf PASS Hermes enabled 유지, OpenClaw enabled=false
research_intelligence_aggregator hF-research-intel FAIL Hermes paused/disabled, OpenClaw enabled 유지

실패 원인

  • research_intelligence_aggregator: OpenClaw/Hermes 양쪽 모두 AttributeError: dict object has no attribute parent로 실패. save_json_atomic(result, OUTPUT) 호출 순서가 현재 cycle_base.save_json_atomic(path, data) 시그니처와 맞지 않는 코드 결함으로 판단. 마이그레이션 불승인/rollback.

최종 검증

  • JSON syntax: ~/.hermes/cron/jobs.json, ~/.openclaw/cron/jobs.json 모두 python3 -m json.tool 통과.
  • Hermes gateway: http://127.0.0.1:18789/health OK. hermes cron status 기준 Gateway PID 63520, 66523, scheduler tick healthy, active jobs 24개. LaunchAgents 변경 없음.
  • 최종 성공 4/5: technical-stat-models, methodology-updater, moat-scorer, quant-performance-tracker.
  • 최종 실패/rollback 1/5: research_intelligence_aggregator는 스크립트 자체 버그로 양쪽 실행 실패. OpenClaw 유지, Hermes 비활성.

자체 평가

  • 정확성 4.6/5: 중복 선점 회피 후 5개 시도, strict dual-run 기준 통과한 4개만 실제 이전. 실패 1개는 rollback.
  • 완성도 4.5/5: 보고서/백업/상태 반영 완료. 단, 동시 batch가 같은 원본을 일부 중복 등록한 기존 상황은 본 batch 밖 리스크.
  • 검증 4.7/5: 3회 strict dual-run, JSON 구문, gateway health 확인.
  • 최소 변경 4.8/5: Hermes jobs 추가/상태 수정과 OpenClaw enabled=false만 수행. 코드/LaunchAgent 미수정.