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\u5927\u4e8b\u306a\u306e\u306f\u3001**\u3069\u306e\u533a\u5206\u304c\u4f55\u70b9\u304b\u3092\u3001\u8868\u3068\u3057\u3066\u8ab0\u3067\u3082\u8aad\u3081\u308b\u5f62\u306b\u3057\u3066\u304a\u304f\u3053\u3068**\u3067\u3059\u3002\u751f\u6210AI\u304c\u66f8\u304d\u51fa\u3057\u305f\u5206\u985e\u3082\u3001\u540c\u3058\u8868\u306b1\u3064\u306e\u533a\u5206\u3068\u3057\u3066\u8f09\u305b\u3001\u540c\u3058\u8a08\u7b97\u3067\u70b9\u6570\u306b\u3057\u307e\u3059\u3002\u5408\u8a08\u70b9\u304c\u9ad8\u3044\u9806\u306b\u4e26\u3079\u3001\u4e0a\u4f4d\u3092A\u3001\u6b21\u3092B\u3001\u6b8b\u308a\u3092C\u3068\u3057\u307e\u3059\u3002**A\u306e\u4eba\u6570\u306f\u3001\u305d\u306e\u65e5\u306b\u96fb\u8a71\u3092\u304b\u3051\u3089\u308c\u308b\u4ef6\u6570\u3067\u6c7a\u3081\u307e\u3059\u3002**","preprocessing":"1. **\u7fcc\u65e5\u306e\u9762\u63a5\u306e\u629c\u304d\u51fa\u3057** \u2026 \u53f0\u5e33\u306e\u9762\u63a5\u65e5\u6642\u304c\u7fcc\u65e5\uff08\u91d1\u66dc\u306f\u6708\u66dc\u307e\u3067\uff09\u306e\u884c\u3002\u53d6\u308a\u6d88\u3057\u6e08\u307f\u306e\u884c\u306f\u9664\u304f\n2. **\u30a2\u30c9\u30ec\u30b9\u306e\u78ba\u8a8d** \u2026 \u53f0\u5e33\u306e\u30a2\u30c9\u30ec\u30b9\u3067Gmail\u3092\u691c\u7d22\u3057\u30011\u901a\u3082\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u300c\u3084\u308a\u53d6\u308a\u306a\u3057\u300d\u3068\u3059\u308b\n3. **\u672c\u6587\u306e\u6574\u7406** \u2026 \u5f15\u7528\u90e8\u5206\uff08\u300c>\u300d\u3067\u59cb\u307e\u308b\u884c\u3001\u300c\u301c\u3055\u3093\u306f\u66f8\u304d\u307e\u3057\u305f\u300d\u4ee5\u4e0b\uff09\u3068\u7f72\u540d\u3092\u843d\u3068\u3059\n4. **\u500b\u4eba\u306e\u60c5\u5831\u3092\u843d\u3068\u3059** \u2026 \u672c\u6587\u4e2d\u306e\u96fb\u8a71\u756a\u53f7\u3001\u4f4f\u6240\u3089\u3057\u3044\u6587\u5b57\u5217\u3092\u4f0f\u305b\u5b57\u306b\u3057\u3066\u304b\u3089\u751f\u6210AI\u306b\u6e21\u3059\n5. **\u9577\u3055\u306e\u5236\u9650** \u2026 1\u4eba\u3042\u305f\u308a\u76f4\u8fd1\u306e5\u901a\u307e\u3067\u3002\u305d\u308c\u3088\u308a\u524d\u306e\u3084\u308a\u53d6\u308a\u306f\u6570\u3048\u308b\u3060\u3051\u306b\u3057\u3066\u672c\u6587\u306f\u6e21\u3055\u306a\u3044\n6. **\u51e6\u7406\u6e08\u307f\u306e\u5370** \u2026 \u78ba\u8a8d\u30ea\u30b9\u30c8\u306b\u51fa\u3057\u305f\u5fdc\u52df\u8005\u306b\u306f\u4f5c\u6210\u65e5\u3092\u4ed8\u3051\u3001\u4e8c\u91cd\u306b\u4e0b\u66f8\u304d\u3092\u4f5c\u3089\u306a\u3044\n\n**\u691c\u7d22\u306f\u3001\u958b\u59cb\u4f4d\u7f6e\u3068\u4ef6\u6570\u3092\u6307\u5b9a\u3059\u308b `search(query, start, max)` \u3092\u4f7f\u3044\u307e\u3059\u3002** \u30b9\u30ec\u30c3\u30c9\u306e\u5408\u8a08\u304c\u5927\u304d\u3059\u304e\u308b\u3068\u5931\u6557\u3059\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002\u9aa8\u7d44\u307f\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n```javascript\n\/\/ \u5fdc\u52df\u8005\u3054\u3068\u306e\u3084\u308a\u53d6\u308a\u3092\u96c6\u3081\u3001\u8fd4\u4fe1\u307e\u3067\u306e\u6642\u9593\u3092\u6570\u3048\u308b\uff08\u9aa8\u7d44\u307f\uff09\nfunction collectThreads(applicant) {\n  const q = `(from:${applicant.email} OR to:${applicant.email}) after:${applicant.appliedYmd}`;\n  const threads = GmailApp.search(q, 0, 20);\n  const msgs = GmailApp.getMessagesForThreads(threads).flat()\n    .sort((a, b) => a.getDate() - b.getDate());\n  return msgs.map(m => ({\n    fromApplicant: m.getFrom().includes(applicant.email),\n    at: m.getDate(),\n    body: stripQuoteAndSignature(m.getPlainBody())\n  }));\n}\n```\n\n**4\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5fdc\u52df\u8005\u306f\u8fd4\u4fe1\u306e\u4e2d\u306b\u3001\u901a\u52e4\u306e\u4e8b\u60c5\u3068\u3057\u3066\u4f4f\u6240\u3084\u6700\u5bc4\u308a\u99c5\u3092\u66f8\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u5206\u985e\u306b\u5fc5\u8981\u306a\u306e\u306f\u300c\u901a\u52e4\u306b\u4e0d\u5b89\u304c\u3042\u308b\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3067\u3001\u4f4f\u6240\u305d\u306e\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f2\u3064\u3067\u3059\u3002** 1\u3064\u76ee\u306f\u3001\u5fdc\u52df\u8005\u306e\u6587\u9762\u3092\u6c7a\u3081\u3089\u308c\u305f\u5206\u985e\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u30022\u3064\u76ee\u306f\u3001\u512a\u5148\u5ea6\u3068\u5206\u985e\u306b\u5408\u308f\u305b\u305f\u78ba\u8a8d\u306e\u6587\u9762\u3092\u4e0b\u66f8\u304d\u3059\u308b\u3053\u3068\u3067\u3059\u3002\n\n| \u5206\u985e | \u6587\u9762\u306e\u4f8b | \u70b9\u6570\u8868\u3067\u306e\u6271\u3044 |\n|:--|:--|:--|\n| `other_offer` | \u300c\u307b\u304b\u3067\u3082\u9762\u63a5\u3092\u53d7\u3051\u3066\u3044\u3066\u300d | \u52a0\u70b9\u306e\u533a\u5206 |\n| `schedule_doubt` | \u300c\u3082\u3057\u304b\u3059\u308b\u3068\u884c\u3051\u306a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u300d | \u52a0\u70b9\u306e\u533a\u5206 |\n| `commute_concern` | \u300c\u521d\u3081\u3066\u884c\u304f\u5834\u6240\u306a\u306e\u3067\u300d\u300c\u30d0\u30b9\u306e\u6642\u9593\u304c\u300d | \u52a0\u70b9\u306e\u533a\u5206\uff08\u96fb\u8a71\u3067\u9053\u9806\u3092\u4f1d\u3048\u308b\uff09 |\n| `condition_question` | \u6642\u7d66\u30fb\u30b7\u30d5\u30c8\u30fb\u5bee\u306b\u3064\u3044\u3066\u306e\u8cea\u554f\u304c\u672a\u89e3\u6c7a | \u52a0\u70b9\u306e\u533a\u5206\uff08\u96fb\u8a71\u3067\u7b54\u3048\u308b\uff09 |\n| `positive` | \u300c\u697d\u3057\u307f\u306b\u3057\u3066\u3044\u307e\u3059\u300d\u300c\u3088\u308d\u3057\u304f\u304a\u9858\u3044\u3057\u307e\u3059\u300d | \u6e1b\u70b9\u306e\u533a\u5206 |\n| `none` | \u5206\u985e\u306b\u5f53\u305f\u308b\u6587\u9762\u304c\u7121\u3044 | \u70b9\u6570\u306b\u5f71\u97ff\u3057\u306a\u3044 |\n\n**\u5206\u985e\u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u3092\u305d\u306e\u307e\u307e\u5199\u3055\u305b\u307e\u3059\u3002** \u62c5\u5f53\u8005\u304c\u96fb\u8a71\u3092\u304b\u3051\u308b\u524d\u306b\u3001**\u306a\u305cA\u306b\u306a\u3063\u305f\u306e\u304b\u3092\u3001\u305d\u306e\u4eba\u81ea\u8eab\u306e\u8a00\u8449\u3067\u8aad\u3081\u308b**\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u3067\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u6765\u306a\u3044\u304a\u305d\u308c\u306e\u70b9\u6570\u3092\u51fa\u3059\u3053\u3068 | \u70b9\u6570\u306f\u70b9\u6570\u8868\u3067\u8a08\u7b97\u3059\u308b\u3002AI\u306b\u51fa\u3055\u305b\u308b\u3068\u6bce\u56de\u3076\u308c\u308b |\n| \u4eba\u67c4\u3084\u610f\u6b32\u306e\u8a55\u4fa1 | \u9078\u8003\u306e\u5224\u65ad\u306b\u8fd1\u3065\u304f\u3002\u5206\u985e\u306f\u6c7a\u3081\u3089\u308c\u305f6\u3064\u307e\u3067 |\n| \u5e74\u9f62\u30fb\u6027\u5225\u30fb\u56fd\u7c4d\u306a\u3069\u306e\u63a8\u6e2c | \u6587\u9762\u304b\u3089\u63a8\u3057\u91cf\u3089\u305b\u306a\u3044\u3002\u4f7f\u308f\u306a\u3044\u60c5\u5831\u3092\u4f5c\u308a\u51fa\u3055\u306a\u3044 |\n| \u5408\u5426\u3084\u9762\u63a5\u306e\u53d6\u308a\u3084\u3081\u306e\u63d0\u6848 | \u898b\u8fbc\u307f\u306e\u7528\u9014\u306f\u9023\u7d61\u306e\u9806\u756a\u3060\u3051 |\n| \u78ba\u8a8d\u30e1\u30fc\u30eb\u306e\u9001\u4fe1 | \u4e0b\u66f8\u304d\u307e\u3067\u3002\u9001\u308b\u306e\u306f\u4eba |\n\n**3\u884c\u76ee\u306f\u3001\u6307\u793a\u306b\u66f8\u304b\u306a\u3044\u3068\u8d77\u304d\u307e\u3059\u3002** \u6587\u9762\u306e\u8a00\u8449\u3065\u304b\u3044\u304b\u3089\u5e74\u4ee3\u3084\u56fd\u7c4d\u3092\u63a8\u3057\u91cf\u308a\u3001\u6839\u62e0\u306e\u6b04\u306b\u66f8\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u66f8\u304b\u308c\u305f\u6642\u70b9\u3067\u3001\u4f7f\u308f\u306a\u3044\u3068\u6c7a\u3081\u305f\u60c5\u5831\u304c\u8a18\u9332\u306b\u6b8b\u308a\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u30db\u30c6\u30eb\u306e\u63a1\u7528\u62c5\u5f53\u3092\u88dc\u52a9\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u7fcc\u65e5\u306b\u9762\u63a5\u3092\u63a7\u3048\u305f\u5fdc\u52df\u8005\u304b\u3089\u5c4a\u3044\u305f\u30e1\u30fc\u30eb\u306e\u672c\u6587\u3092\u8aad\u307f\u3001\n\u4e0b\u306e\u5206\u985e\u306b\u5f53\u305f\u308b\u8868\u308c\u304c\u3042\u308b\u304b\u3092\u66f8\u304d\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5206\u985e\u3011\n- other_offer ......... \u4ed6\u793e\u306e\u9078\u8003\u3084\u5185\u5b9a\u306b\u89e6\u308c\u3066\u3044\u308b\n- schedule_doubt ...... \u9762\u63a5\u306e\u65e5\u6642\u306b\u6765\u3089\u308c\u308b\u304b\u3069\u3046\u304b\u8ff7\u3044\u3092\u793a\u3057\u3066\u3044\u308b\n- commute_concern ..... \u9053\u9806\u30fb\u4ea4\u901a\u624b\u6bb5\u30fb\u6642\u9593\u306b\u4e0d\u5b89\u3092\u793a\u3057\u3066\u3044\u308b\n- condition_question .. \u6642\u7d66\u30fb\u30b7\u30d5\u30c8\u30fb\u5bee\u306a\u3069\u306e\u8cea\u554f\u304c\u3042\u308a\u3001\u3053\u3061\u3089\u306e\u56de\u7b54\u304c\u7121\u3044\n- positive ............ \u9762\u63a5\u306b\u524d\u5411\u304d\u306a\u8a00\u8449\u304c\u3042\u308b\n- none ................ \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u672c\u6587\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u5206\u985e\u3092\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- 1\u3064\u306e\u5206\u985e\u306b\u3064\u304d\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u3092 evidence \u306b\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6839\u62e0\u306e\u6587\u304c\u7121\u3044\u5206\u985e\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5fdc\u52df\u8005\u306e\u4eba\u67c4\u3001\u610f\u6b32\u3001\u80fd\u529b\u3092\u8a55\u4fa1\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5e74\u9f62\u3001\u6027\u5225\u3001\u56fd\u7c4d\u3001\u51fa\u8eab\u5730\u3001\u5bb6\u65cf\u306b\u3064\u3044\u3066\u63a8\u6e2c\u3057\u305f\u308a\u66f8\u3044\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6765\u308b\u30fb\u6765\u306a\u3044\u306e\u4e88\u60f3\u3001\u70b9\u6570\u3001\u5408\u5426\u306b\u95a2\u308f\u308b\u3053\u3068\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4f0f\u305b\u5b57\uff08\uff0a\uff0a\uff0a\uff09\u306b\u306a\u3063\u3066\u3044\u308b\u90e8\u5206\u3092\u5fa9\u5143\u3057\u3088\u3046\u3068\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5fdc\u52df\u8005\u304b\u3089\u306e\u672c\u6587\uff08\u65b0\u3057\u3044\u9806\u3001\u6700\u59275\u901a\uff09\u3011{messages}\n```\n\n**\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u3068\u304d\u306f\u3001\u5225\u306e\u6307\u793a\u3067\u547c\u3073\u307e\u3059\u3002**\n\n```\n\u6b21\u306e\u5fdc\u52df\u8005\u306b\u3001\u660e\u65e5\u306e\u9762\u63a5\u306e\u78ba\u8a8d\u306e\u9023\u7d61\u3092\u4f5c\u308a\u307e\u3059\u3002\n\u512a\u5148\u5ea6\u304c A \u306e\u5834\u5408\u306f\u3001\u96fb\u8a71\u3067\u8a71\u3059\u3053\u3068\u306e\u8981\u70b9\u30923\u3064\u307e\u3067\u306e\u7b87\u6761\u66f8\u304d\u3067\u3002\nB\u30fbC \u306e\u5834\u5408\u306f\u3001\u30e1\u30fc\u30eb\u306e\u672c\u6587\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5fc5\u305a\u5165\u308c\u308b\u3053\u3068\u3011\u9762\u63a5\u306e\u65e5\u6642\u3001\u65bd\u8a2d\u540d\u3001\u5834\u6240\uff08{access}\uff09\u3001\u6301\u3061\u7269\u3001\u9023\u7d61\u5148\n\u3010\u5206\u985e\u306b\u5fdc\u3058\u3066\u8db3\u3059\u3053\u3068\u3011\n- commute_concern \u304c\u3042\u308c\u3070\u3001\u6700\u5bc4\u308a\u99c5\u304b\u3089\u306e\u9053\u9806\u3092\u5165\u308c\u308b\n- condition_question \u304c\u3042\u308c\u3070\u3001\u8cea\u554f\u306b\u7b54\u3048\u3089\u308c\u308b\u62c5\u5f53\u8005\u304c\u3044\u308b\u3053\u3068\u3092\u4f1d\u3048\u308b\n- schedule_doubt \u304c\u3042\u308c\u3070\u3001\u65e5\u7a0b\u3092\u5909\u3048\u3089\u308c\u308b\u3053\u3068\u3092\u4f1d\u3048\u308b\n\u3010\u66f8\u304b\u306a\u3044\u3053\u3068\u3011\n- \u6765\u306a\u3044\u3053\u3068\u3092\u524d\u63d0\u306b\u3057\u305f\u8a00\u3044\u65b9\u3001\u50ac\u4fc3\u3084\u5ff5\u62bc\u3057\u306e\u7e70\u308a\u8fd4\u3057\n- \u9762\u63a5\u306b\u6765\u306a\u3044\u3068\u4e0d\u5229\u306b\u306a\u308b\u3001\u3068\u3044\u3063\u305f\u8868\u73fe\n\u3010\u5fdc\u52df\u8005\u306e\u540d\u524d\u3011{name} \u3010\u5206\u985e\u3068\u6839\u62e0\u3011{signals} \u3010\u512a\u5148\u5ea6\u3011{priority}\n```\n\n**\u300c\u65e5\u7a0b\u3092\u5909\u3048\u3089\u308c\u308b\u3053\u3068\u3092\u4f1d\u3048\u308b\u300d\u3092\u5165\u308c\u308b\u306e\u306f\u3001\u6765\u3089\u308c\u306a\u3044\u4eba\u306b\u9023\u7d61\u3092\u3082\u3089\u3046\u305f\u3081\u3067\u3059\u3002** \u8ff7\u3063\u3066\u3044\u308b\u4eba\u306b\u5ff5\u62bc\u3057\u3092\u91cd\u306d\u308b\u3068\u3001\u9ed9\u3063\u3066\u6765\u306a\u3044\u65b9\u3092\u9078\u3073\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002**\u524d\u65e5\u306b\u300c\u884c\u3051\u306a\u3044\u300d\u3068\u8a00\u3063\u3066\u3082\u3089\u3048\u308c\u3070\u3001\u305d\u306e\u67a0\u3092\u5225\u306e\u5fdc\u52df\u8005\u306b\u56de\u305b\u307e\u3059\u3002**","output_data":"**\u5206\u985e\u306fJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Gemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`response_format` \u306b `mime_type` \u3068\u3057\u3066 `application\/json` \u3068\u3001\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u6a5f\u80fd\uff09\u3092\u4f7f\u3044\u3001`signal` \u306e\u9078\u629e\u80a2\u3092 `enum` \u3067\u56fa\u5b9a\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"applicant_id\": \"\",\n  \"signals\": [\n    { \"signal\": \"other_offer | schedule_doubt | commute_concern | condition_question | positive\",\n      \"evidence\": \"\", \"message_date\": \"\" }\n  ]\n}\n```\n\nApps Script \u304b\u3089\u6e21\u3059\u30b9\u30ad\u30fc\u30de\u306f\u6b21\u306e\u5f62\u3067\u3059\u3002\n\n```javascript\nconst schema = {\n  type: 'object',\n  properties: {\n    applicant_id: { type: 'string' },\n    signals: { type: 'array', items: {\n      type: 'object',\n      properties: {\n        signal: { type: 'string', enum: ['other_offer','schedule_doubt',\n          'commute_concern','condition_question','positive'] },\n        evidence: { type: 'string' },\n        message_date: { type: 'string' }\n      },\n      required: ['signal', 'evidence']\n    } }\n  },\n  required: ['applicant_id', 'signals']\n};\n```\n\n**\u5024\u306e\u691c\u67fb\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u884c\u3044\u307e\u3059\u3002** \u69cb\u9020\u5316\u51fa\u529b\u306fJSON\u3068\u3057\u3066\u6b63\u3057\u3044\u5f62\u3067\u8fd4\u308a\u307e\u3059\u304c\u3001**\u5024\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u5fc5\u305a\u691c\u67fb\u3059\u308b\u3088\u3046**\u516c\u5f0f\u306e\u8aac\u660e\u306b\u3042\u308a\u307e\u3059\u3002`evidence` \u306e\u6587\u304c\u5b9f\u969b\u306b\u672c\u6587\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u304b\u3092\u6587\u5b57\u5217\u3067\u7167\u5408\u3057\u3001\u542b\u307e\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u305d\u306e\u5206\u985e\u3092\u6368\u3066\u307e\u3059\u3002\n\n**\u70b9\u6570\u3068\u512a\u5148\u5ea6\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u78ba\u8a8d\u30ea\u30b9\u30c8\u306b\u66f8\u304d\u307e\u3059\u3002**\n\n| \u5217 | \u4e2d\u8eab |\n|:--|:--|\n| \u512a\u5148\u5ea6 | A\uff08\u96fb\u8a71\uff09\uff0fB\uff08\u30e1\u30fc\u30eb\u3001\u6587\u9762\u3092\u500b\u5225\u306b\uff09\uff0fC\uff08\u30e1\u30fc\u30eb\u3001\u5b9a\u578b\u306b\u8fd1\u3044\uff09 |\n| \u70b9\u6570 | \u70b9\u6570\u8868\u3067\u51fa\u3057\u305f\u5408\u8a08 |\n| \u7406\u7531 | \u52a0\u70b9\u306b\u306a\u3063\u305f\u533a\u5206\u3068\u5206\u985e\uff08\u4f8b\uff1a\u672a\u8fd4\u4fe12\u901a\u3001`schedule_doubt`\uff09 |\n| \u6839\u62e0 | `evidence` \u306e\u6587 |\n| \u4e0b\u66f8\u304d | A\u306f\u96fb\u8a71\u306e\u8981\u70b9\u3001B\u30fbC\u306fGmail\u306e\u4e0b\u66f8\u304d\u3078\u306e\u30ea\u30f3\u30af |\n| \u7d50\u679c | \u62c5\u5f53\u8005\u304c\u8a18\u5165\uff08\u96fb\u8a71\u304c\u3064\u306a\u304c\u3063\u305f\uff0f\u65e5\u7a0b\u5909\u66f4\uff0f\u8f9e\u9000\u306e\u9023\u7d61\uff0f\u8fd4\u4fe1\u306a\u3057\uff09 |\n\n**\u7406\u7531\u306e\u5217\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u70b9\u6570\u3060\u3051\u304c\u4e26\u3076\u3068\u3001\u62c5\u5f53\u8005\u306f\u70b9\u6570\u3092\u4fe1\u3058\u308b\u304b\u7121\u8996\u3059\u308b\u304b\u306e\u3069\u3061\u3089\u304b\u306b\u306a\u308a\u307e\u3059\u3002**\u7406\u7531\u304c\u8aad\u3081\u308c\u3070\u3001\u96fb\u8a71\u3067\u4f55\u3092\u8a71\u305b\u3070\u3088\u3044\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5fdc\u52df\u8005\u53f0\u5e33 | Apps Script \u304b\u3089\u8aad\u307f\u53d6\u308a | \u7fcc\u65e5\u306e\u9762\u63a5\u3001\u9078\u8003\u306e\u7d4c\u904e\u3001\u904e\u53bb\u306e\u7d50\u679c |\n| \u63a1\u7528\u7528\u306eGmail | `GmailApp.search`\uff0f`createDraft` | \u3084\u308a\u53d6\u308a\u306e\u53ce\u96c6\u3068\u3001\u78ba\u8a8d\u30e1\u30fc\u30eb\u306e\u4e0b\u66f8\u304d |\n| Gemini API | `UrlFetchApp` \u3067\u547c\u3073\u51fa\u3057 | \u6587\u9762\u306e\u5206\u985e\u3068\u3001\u78ba\u8a8d\u306e\u6587\u9762\u306e\u4e0b\u66f8\u304d |\n| \u78ba\u8a8d\u30ea\u30b9\u30c8\u30fb\u70b9\u6570\u8868 | Apps Script \u304b\u3089\u66f8\u304d\u8fbc\u307f | \u512a\u5148\u5ea6\u3001\u7406\u7531\u3001\u4e0b\u66f8\u304d |\n\n**\u5fdc\u52df\u8005\u53f0\u5e33\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u66f8\u304f\u306e\u306f\u3001\u78ba\u8a8d\u30ea\u30b9\u30c8\u3068\u70b9\u6570\u8868\u306e2\u3064\u306e\u30b7\u30fc\u30c8\u3060\u3051\u3067\u3059\u3002**\u6765\u305f\u304b\u3069\u3046\u304b\u306e\u8a18\u9332\u306f\u3001\u7fcc\u65e5\u306b\u62c5\u5f53\u8005\u304c\u53f0\u5e33\u3078\u5165\u308c\u307e\u3059\u3002**\n\n**1\u56de\u306e\u5b9f\u884c\u306f6\u5206\u307e\u3067**\u3068\u3044\u3046\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u3002\u7fcc\u65e5\u306e\u9762\u63a5\u304c20\u4ef6\u306a\u3089\u5206\u985e\u3068\u4e0b\u66f8\u304d\u306740\u56de\u306e\u547c\u3073\u51fa\u3057\u306b\u306a\u308a\u30011\u4ef6\u305a\u3064\u5f85\u3064\u30686\u5206\u306b\u8fd1\u3065\u304d\u307e\u3059\u3002**\u547c\u3073\u51fa\u3057\u306f `fetchAll` \u3067\u307e\u3068\u3081\u3066\u9001\u308a\u3001\u7d42\u308f\u3089\u306a\u304b\u3063\u305f\u5206\u306f\u6b21\u306e\u5b9f\u884c\u306b\u56de\u3057\u307e\u3059\u3002** \u30c8\u30ea\u30ac\u30fc\u306e\u5408\u8a08\u5b9f\u884c\u6642\u9593\u306f Google Workspace \u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u30671\u65e56\u6642\u9593\u3067\u3059\u3002","human_review":"**\u4eba\u304c\u624b\u3092\u304b\u3051\u308b\u306e\u306f\u3001A\u306e\u4eba\u3078\u306e\u96fb\u8a71\u3068\u3001\u4e0b\u66f8\u304d\u306e\u78ba\u8a8d\u3067\u3059\u3002**\n\n1. **A\u306e\u4eba\u306b\u96fb\u8a71\u3092\u304b\u3051\u308b** \u2026 \u8981\u70b9\u3092\u898b\u306a\u304c\u3089\u3001\u65e5\u6642\u3068\u5834\u6240\u3092\u78ba\u304b\u3081\u3001\u4e0d\u5b89\u304c\u3042\u308c\u3070\u805e\u304d\u307e\u3059\n2. **\u6765\u3089\u308c\u306a\u3044\u3068\u5206\u304b\u3063\u305f\u3089\u65e5\u7a0b\u3092\u7d44\u307f\u76f4\u3059** \u2026 \u7a7a\u3044\u305f\u67a0\u306f\u3001\u9762\u63a5\u3092\u5f85\u3063\u3066\u3044\u308b\u5225\u306e\u5fdc\u52df\u8005\u306b\u6848\u5185\u3057\u307e\u3059\n3. **B\u30fbC\u306e\u4e0b\u66f8\u304d\u3092\u78ba\u304b\u3081\u3066\u9001\u308b** \u2026 \u65e5\u6642\u3068\u5834\u6240\u304c\u53f0\u5e33\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u5fc5\u305a\u898b\u307e\u3059\n4. **\u7d50\u679c\u306e\u5217\u306b\u8a18\u5165\u3059\u308b** \u2026 \u96fb\u8a71\u304c\u3064\u306a\u304c\u3063\u305f\u304b\u3001\u65e5\u7a0b\u3092\u5909\u3048\u305f\u304b\u3001\u8f9e\u9000\u306e\u9023\u7d61\u304c\u3042\u3063\u305f\u304b\n\n**\u4e0b\u66f8\u304d\u306e\u65e5\u6642\u306e\u78ba\u8a8d\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u65e5\u7a0b\u5909\u66f4\u306e\u76f4\u5f8c\u306f\u3001\u53f0\u5e33\u3068Gmail\u306e\u6700\u65b0\u306e\u3084\u308a\u53d6\u308a\u304c\u98df\u3044\u9055\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u53e4\u3044\u65e5\u6642\u306e\u78ba\u8a8d\u3092\u9001\u308b\u3068\u3001\u305d\u308c\u304c\u539f\u56e0\u3067\u6765\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001400\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef61.5\u5206\u3067\u3059\u3002** C\u306e\u4eba\u306f\u4e0b\u66f8\u304d\u306e\u65e5\u6642\u3092\u78ba\u304b\u3081\u3066\u9001\u308b\u3060\u3051\u30671\u5206\u304b\u304b\u3089\u305a\u3001B\u306f\u6587\u9762\u3092\u8aad\u3093\u3067\u76f4\u3059\u306e\u30672\u5206\u524d\u5f8c\u3067\u3059\u3002**A\u306e\u96fb\u8a71\u306e\u6642\u9593\u306f\u3053\u306e1.5\u5206\u306b\u542b\u3081\u3066\u3044\u307e\u305b\u3093**\uff08\u7b2c10\u7ae0\uff09\u3002\n\n**\u70b9\u6570\u3068\u62c5\u5f53\u8005\u306e\u611f\u899a\u304c\u9055\u3046\u3068\u304d\u306f\u3001\u62c5\u5f53\u8005\u306e\u5224\u65ad\u3092\u512a\u5148\u3057\u307e\u3059\u3002** B\u3084C\u306e\u4eba\u3067\u3082\u3001\u6c17\u306b\u306a\u308c\u3070\u96fb\u8a71\u3092\u304b\u3051\u307e\u3059\u3002**\u305d\u306e\u3068\u304d\u306f\u7d50\u679c\u306e\u5217\u306b\u300c\u62c5\u5f53\u8005\u306e\u5224\u65ad\u3067\u96fb\u8a71\u300d\u3068\u6b8b\u3057\u307e\u3059\u3002** \u70b9\u6570\u8868\u3092\u4f5c\u308a\u76f4\u3059\u3068\u304d\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| Gmail\u306b\u3084\u308a\u53d6\u308a\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u300c\u3084\u308a\u53d6\u308a\u306a\u3057\u300d\u3068\u3057\u3066\u512a\u5148\u5ea6\u3092A\u306b\u3059\u308b |\n| \u751f\u6210AI\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3059\u308b | \u5206\u985e\u306a\u3057\u3067\u70b9\u6570\u3092\u51fa\u3057\u3001\u7406\u7531\u306e\u5217\u306b\u300c\u6587\u9762\u672a\u78ba\u8a8d\u300d\u3068\u51fa\u3059 |\n| `evidence` \u304c\u672c\u6587\u306b\u7121\u3044 | \u305d\u306e\u5206\u985e\u3092\u6368\u3066\u308b |\n| 6\u5206\u306e\u5236\u9650\u306b\u5c4a\u3044\u305f | \u6b8b\u308a\u3092\u6b21\u306e\u5b9f\u884c\u306b\u56de\u3057\u3001\u78ba\u8a8d\u30ea\u30b9\u30c8\u306b\u300c\u51e6\u7406\u4e2d\u300d\u3068\u51fa\u3059 |\n| \u904e\u53bb\u306e\u4ef6\u6570\u304c\u5c11\u306a\u3044\u533a\u5206 | \u70b9\u6570\u8868\u30670\u70b9\u3068\u3057\u3066\u6271\u3044\u3001\u4f5c\u308a\u76f4\u3057\u307e\u3067\u4f7f\u308f\u306a\u3044 |\n| \u5f53\u65e5\u306b\u65e5\u7a0b\u5909\u66f4\u306e\u9023\u7d61\u304c\u6765\u305f | \u78ba\u8a8d\u30ea\u30b9\u30c8\u3092\u624b\u3067\u76f4\u3059\u3002**\u7fcc\u65e5\u5206\u306e\u4e0b\u66f8\u304d\u306f\u4f5c\u308a\u76f4\u3055\u306a\u3044** |\n| \u30c8\u30ea\u30ac\u30fc\u304c\u6b62\u307e\u3063\u3066\u3044\u308b | \u4f5c\u6210\u8005\u306b\u901a\u77e5\u306e\u30e1\u30fc\u30eb\u304c\u5c4a\u304f\u3002\u5171\u6709\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u53d7\u4fe1\u7bb1\u3092\u6bce\u65e5\u898b\u308b |\n\n**1\u884c\u76ee\u3067A\u306b\u3059\u308b\u306e\u306f\u3001\u3084\u308a\u53d6\u308a\u304c\u7121\u3044\u3053\u3068\u81ea\u4f53\u304c\u624b\u304c\u304b\u308a\u3060\u304b\u3089\u3067\u3059\u3002** \u6c42\u4eba\u5a92\u4f53\u306e\u753b\u9762\u3060\u3051\u3067\u65e5\u7a0b\u304c\u6c7a\u307e\u3063\u305f\u4eba\u306f\u3001**\u3053\u3061\u3089\u306e\u30e1\u30fc\u30eb\u3092\u4e00\u5ea6\u3082\u898b\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002**","log_storage":"- \u78ba\u8a8d\u30ea\u30b9\u30c8\u306e\u5168\u884c\uff08\u70b9\u6570\u3001\u7406\u7531\u3001\u6839\u62e0\u3001\u512a\u5148\u5ea6\u3001\u4e0b\u66f8\u304d\uff09\u3092\u65e5\u4ed8\u3054\u3068\u306b\u6b8b\u3059\n- \u751f\u6210AI\u306b\u6e21\u3057\u305f\u672c\u6587\uff08\u4f0f\u305b\u5b57\u306e\u5f8c\uff09\u3068\u3001\u8fd4\u3063\u3066\u304d\u305fJSON\n- \u62c5\u5f53\u8005\u306e\u7d50\u679c\u306e\u8a18\u5165\u3068\u3001\u300c\u62c5\u5f53\u8005\u306e\u5224\u65ad\u3067\u96fb\u8a71\u300d\u306e\u8a18\u9332\n- \u7fcc\u65e5\u306e\u9762\u63a5\u306e\u7d50\u679c\uff08\u6765\u305f\u30fb\u4e8b\u524d\u306b\u8f9e\u9000\u30fb\u5f53\u65e5\u8f9e\u9000\u30fb\u7121\u65ad\u6b20\u5e2d\uff09\n- \u70b9\u6570\u8868\u306e\u7248\u3068\u3001\u4f5c\u308a\u76f4\u3057\u305f\u65e5\n\n**4\u3064\u76ee\u30681\u3064\u76ee\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u8a18\u9332\u3067\u3059\u3002** A\u306e\u4eba\u3068C\u306e\u4eba\u3067\u3001\u5b9f\u969b\u306b\u6765\u306a\u304b\u3063\u305f\u5272\u5408\u304c\u3069\u308c\u3060\u3051\u9055\u3046\u304b\u3092\u6708\u306b1\u56de\u898b\u307e\u3059\u3002**\u5dee\u304c\u7121\u3051\u308c\u3070\u3001\u70b9\u6570\u8868\u304c\u5f53\u305f\u3063\u3066\u3044\u307e\u305b\u3093\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":2,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":400,"assumption_workdays":20,"volume_month":400,"before_minutes_per_case":6,"after_minutes_per_case":1.5,"hourly_cost":3000,"before_hours_month":40,"after_hours_month":10,"saved_hours_month":30,"reduction_rate":75,"saved_hours_year":360,"annual_cost_effect":1080000,"summary":"\u7fcc\u65e5\u306b\u9762\u63a5\u3092\u63a7\u3048\u305f\u5fdc\u52df\u8005\u306b\u3064\u3044\u3066\u3001\u5fdc\u52df\u304b\u3089\u306e\u3084\u308a\u53d6\u308a\uff08\u8fd4\u4fe1\u306e\u901f\u3055\u30fb\u65e5\u7a0b\u5909\u66f4\u306e\u56de\u6570\u30fb\u5fdc\u52df\u7d4c\u8def\u306a\u3069\uff09\u304b\u3089\u5f53\u65e5\u6765\u306a\u3044\u304a\u305d\u308c\u3092\u898b\u8fbc\u307f\u307e\u3059\u3002\u304a\u305d\u308c\u306e\u9ad8\u3044\u9806\u306b\u3001\u96fb\u8a71\u3067\u78ba\u304b\u3081\u308b\u4eba\u3068\u30e1\u30fc\u30eb\u3067\u8db3\u308a\u308b\u4eba\u3092\u5206\u3051\u3001\u78ba\u8a8d\u9023\u7d61\u306e\u6587\u9762\u3092\u4e0b\u66f8\u304d\u3057\u307e\u3059\u3002","before_flow":"1. \u5915\u65b9\u3001\u62c5\u5f53\u8005\u304c\u5fdc\u52df\u8005\u53f0\u5e33\u304b\u3089\u7fcc\u65e5\u306e\u9762\u63a5\u3092\u629c\u304d\u51fa\u3059\n2. 1\u4eba\u305a\u3064\u3001\u53f0\u5e33\u306e\u8a18\u9332\u3068Gmail\u306e\u3084\u308a\u53d6\u308a\u3092\u958b\u304d\u3001\u3053\u308c\u307e\u3067\u306e\u69d8\u5b50\u3092\u78ba\u304b\u3081\u308b\n3. \u8fd4\u4fe1\u304c\u9045\u304b\u3063\u305f\u3001\u65e5\u7a0b\u3092\u4f55\u5ea6\u3082\u5909\u3048\u305f\u3001\u6587\u9762\u304c\u305d\u3063\u3051\u306a\u3044\u306a\u3069\u3001\u6c17\u306b\u306a\u308b\u4eba\u3092\u9078\u3076\n4. \u6c17\u306b\u306a\u308b\u4eba\u306b\u306f\u96fb\u8a71\u3092\u304b\u3051\u3001\u305d\u308c\u4ee5\u5916\u306b\u306f\u5b9a\u578b\u306e\u78ba\u8a8d\u30e1\u30fc\u30eb\u3092\u9001\u308b\n5. \u8fd4\u4fe1\u3084\u96fb\u8a71\u306e\u7d50\u679c\u3092\u53f0\u5e33\u306b\u30e1\u30e2\u3059\u308b\n6. \u7fcc\u65e5\u3001\u9762\u63a5\u306b\u6765\u305f\u304b\u3069\u3046\u304b\u3092\u5404\u65bd\u8a2d\u304b\u3089\u805e\u3044\u3066\u53f0\u5e33\u306b\u8a18\u9332\u3059\u308b\n\n**\uff08a\uff09\u5168\u54e1\u306b\u540c\u3058\u78ba\u8a8d\u3092\u9001\u3063\u3066\u3082\u3001\u6765\u306a\u3044\u4eba\u306f\u6e1b\u3089\u306a\u3044\u3002** \u5b9a\u578b\u306e\u78ba\u8a8d\u30e1\u30fc\u30eb\u306b\u8fd4\u4fe1\u3059\u308b\u4eba\u306e\u591a\u304f\u306f\u3001\u3082\u3068\u3082\u3068\u6765\u308b\u4eba\u3067\u3059\u3002**\u6765\u306a\u3044\u304a\u305d\u308c\u306e\u9ad8\u3044\u4eba\u307b\u3069\u3001\u30e1\u30fc\u30eb\u3092\u8aad\u307e\u306a\u3044\u304b\u3001\u8aad\u3093\u3067\u3082\u8fd4\u3057\u307e\u305b\u3093\u3002** \u624b\u3092\u304b\u3051\u308b\u3079\u304d\u76f8\u624b\u306b\u3001\u624b\u304c\u304b\u304b\u3063\u3066\u3044\u307e\u305b\u3093\u3002\n\n**\uff08b\uff09\u96fb\u8a71\u3092\u304b\u3051\u308b\u76f8\u624b\u306e\u9078\u3073\u65b9\u304c\u52d8\u306b\u306a\u3063\u3066\u3044\u308b\u3002** \u53e4\u304f\u304b\u3089\u306e\u62c5\u5f53\u8005\u306f\u3001\u3084\u308a\u53d6\u308a\u306e\u6587\u9762\u304b\u3089\u300c\u3053\u306e\u4eba\u306f\u6765\u306a\u3044\u6c17\u304c\u3059\u308b\u300d\u3068\u5f53\u3066\u307e\u3059\u304c\u3001**\u305d\u306e\u52d8\u306f\u8a00\u8449\u306b\u306a\u3063\u3066\u304a\u3089\u305a\u3001\u65b0\u3057\u3044\u62c5\u5f53\u8005\u306b\u306f\u5f15\u304d\u7d99\u304c\u308c\u3066\u3044\u307e\u305b\u3093\u3002**\n\n**\uff08c\uff09\u524d\u65e5\u306e\u5915\u65b9\u306b\u4f5c\u696d\u304c\u96c6\u4e2d\u3059\u308b\u3002** \u7fcc\u65e5\u306e\u9762\u63a5\u304c20\u4ef6\u3042\u308b\u65e5\u306f\u30012\u756a\u76ee\u306e\u3084\u308a\u53d6\u308a\u306e\u78ba\u8a8d\u3060\u3051\u30671\u6642\u9593\u8fd1\u304f\u304b\u304b\u308a\u307e\u3059\u3002**\u96fb\u8a71\u3092\u304b\u3051\u308b\u6642\u9593\u304c\u6b8b\u3089\u305a\u3001\u7d50\u5c40\u5168\u54e1\u306b\u30e1\u30fc\u30eb\u3060\u3051\u3092\u9001\u308b\u65e5\u304c\u51fa\u307e\u3059\u3002**\n\n**\uff08d\uff09\u7d50\u679c\u3092\u898b\u8fd4\u3057\u3066\u3044\u306a\u3044\u3002** 6\u756a\u76ee\u3067\u6765\u305f\u304b\u3069\u3046\u304b\u3092\u8a18\u9332\u3057\u3066\u3044\u3066\u3082\u3001**\u3069\u3093\u306a\u4eba\u304c\u6765\u306a\u304b\u3063\u305f\u304b\u3092\u6570\u3048\u305f\u3053\u3068\u304c\u3042\u308a\u307e\u305b\u3093\u3002** \u8a18\u9332\u306f\u3042\u308b\u306e\u306b\u3001\u7fcc\u6708\u306e\u78ba\u8a8d\u306e\u3057\u304b\u305f\u306b\u751f\u304b\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\n\n**\uff08e\uff09\u65bd\u8a2d\u3054\u3068\u306b\u4e8b\u60c5\u304c\u9055\u3046\u3002** \u99c5\u304b\u3089\u9060\u3044\u90ca\u5916\u306e\u65bd\u8a2d\u3068\u3001\u99c5\u524d\u306e\u65bd\u8a2d\u3067\u306f\u6765\u306a\u3044\u7406\u7531\u304c\u9055\u3044\u307e\u3059\u3002**\u540c\u3058\u78ba\u8a8d\u306e\u3057\u304b\u305f\u3092\u5168\u65bd\u8a2d\u306b\u305d\u308d\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u9001\u8fce\u3084\u9053\u9806\u306e\u6848\u5185\u304c\u8981\u308b\u4eba\u306b\u3082\u305d\u308c\u304c\u5c4a\u3044\u3066\u3044\u307e\u305b\u3093\u3002**","before_flow_steps":["\u5915\u65b9\u3001\u62c5\u5f53\u8005\u304c\u5fdc\u52df\u8005\u53f0\u5e33\u304b\u3089\u7fcc\u65e5\u306e\u9762\u63a5\u3092\u629c\u304d\u51fa\u3059","1\u4eba\u305a\u3064\u3001\u53f0\u5e33\u306e\u8a18\u9332\u3068Gmail\u306e\u3084\u308a\u53d6\u308a\u3092\u958b\u304d\u3001\u3053\u308c\u307e\u3067\u306e\u69d8\u5b50\u3092\u78ba\u304b\u3081\u308b","\u8fd4\u4fe1\u304c\u9045\u304b\u3063\u305f\u3001\u65e5\u7a0b\u3092\u4f55\u5ea6\u3082\u5909\u3048\u305f\u3001\u6587\u9762\u304c\u305d\u3063\u3051\u306a\u3044\u306a\u3069\u3001\u6c17\u306b\u306a\u308b\u4eba\u3092\u9078\u3076","\u6c17\u306b\u306a\u308b\u4eba\u306b\u306f\u96fb\u8a71\u3092\u304b\u3051\u3001\u305d\u308c\u4ee5\u5916\u306b\u306f\u5b9a\u578b\u306e\u78ba\u8a8d\u30e1\u30fc\u30eb\u3092\u9001\u308b","\u8fd4\u4fe1\u3084\u96fb\u8a71\u306e\u7d50\u679c\u3092\u53f0\u5e33\u306b\u30e1\u30e2\u3059\u308b","\u7fcc\u65e5\u3001\u9762\u63a5\u306b\u6765\u305f\u304b\u3069\u3046\u304b\u3092\u5404\u65bd\u8a2d\u304b\u3089\u805e\u3044\u3066\u53f0\u5e33\u306b\u8a18\u9332\u3059\u308b"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u6bce\u65e515\u6642\u53f0\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5fdc\u52df\u8005\u53f0\u5e33\u304b\u3089\u7fcc\u65e5\u306e\u9762\u63a5\u3092\u629c\u304d\u51fa\u3059\n2. **\u3010\u81ea\u52d5\u3011** \u5fdc\u52df\u8005\u3054\u3068\u306bGmail\u306e\u3084\u308a\u53d6\u308a\u3092\u691c\u7d22\u3057\u3001\u8fd4\u4fe1\u307e\u3067\u306e\u6642\u9593\u3001\u65e5\u7a0b\u5909\u66f4\u306e\u56de\u6570\u3001\u672a\u8fd4\u4fe1\u306e\u6848\u5185\u306e\u6570\u3092\u6570\u3048\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u5fdc\u52df\u8005\u304b\u3089\u306e\u6587\u9762\u3092\u8aad\u307f\u3001\u8ff7\u3044\u3084\u4e0d\u5b89\u306e\u8868\u308c\u3092\u6c7a\u3081\u3089\u308c\u305f\u5206\u985e\u3067\u66f8\u304d\u51fa\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u904e\u53bb6\u304b\u6708\u306e\u9762\u63a5\u306e\u7d50\u679c\u304b\u3089\u4f5c\u3063\u305f\u70b9\u6570\u8868\u3067\u3001\u6765\u306a\u3044\u304a\u305d\u308c\u306e\u70b9\u6570\u3092\u51fa\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u70b9\u6570\u304b\u3089\u512a\u5148\u5ea6\uff08A\u30fbB\u30fbC\uff09\u3092\u6c7a\u3081\u3001A\u306f\u96fb\u8a71\u3001B\u30fbC\u306f\u30e1\u30fc\u30eb\u3068\u9023\u7d61\u624b\u6bb5\u3092\u632f\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u512a\u5148\u5ea6\u3068\u66f8\u304d\u51fa\u3057\u305f\u4e0d\u5b89\u306b\u5408\u308f\u305b\u3066\u78ba\u8a8d\u306e\u6587\u9762\u3068\u96fb\u8a71\u3067\u8a71\u3059\u3053\u3068\u306e\u8981\u70b9\u3092\u4e0b\u66f8\u304d\u3059\u308b\n7. **\u3010\u81ea\u52d5\u3011** B\u30fbC\u306e\u78ba\u8a8d\u30e1\u30fc\u30eb\u3092Gmail\u306e\u4e0b\u66f8\u304d\u3068\u3057\u3066\u4f5c\u308a\u3001\u78ba\u8a8d\u30ea\u30b9\u30c8\u306e\u30b7\u30fc\u30c8\u306b\u4e26\u3079\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u30ea\u30b9\u30c8\u3092\u898b\u3066\u3001A\u306e\u4eba\u306b\u96fb\u8a71\u3092\u304b\u3051\u308b\n9. **\u3010\u4eba\u3011** \u4e0b\u66f8\u304d\u3092\u78ba\u304b\u3081\u3066\u9001\u308b\n10. **\u3010\u4eba\u3011** \u7fcc\u65e5\u3001\u6765\u305f\u304b\u3069\u3046\u304b\u3092\u53f0\u5e33\u306b\u8a18\u9332\u3059\u308b\uff08\u6708\u306b1\u56de\u3001\u70b9\u6570\u8868\u3092\u4f5c\u308a\u76f4\u3059\u6750\u6599\u306b\u306a\u308b\uff09\n\n**8\u756a\u76ee\u30689\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u81ea\u52d5\u3067\u9001\u308b\u306e\u3067\u306f\u306a\u304f\u3001**\u62c5\u5f53\u8005\u304c\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u4eba\u304b\u3089\u624b\u3092\u304b\u3051\u308b\u9806\u756a\u3092\u4f5c\u308b\u3053\u3068\u304c\u76ee\u7684\u3067\u3059\u3002** \u6e96\u5099\u306e\u6642\u9593\u304c\u6e1b\u3063\u305f\u5206\u3092\u3001A\u306e\u4eba\u3078\u306e\u96fb\u8a71\u306b\u56de\u3057\u307e\u3059\u3002\n\n**4\u756a\u76ee\u306e\u70b9\u6570\u306f\u3001\u751f\u6210AI\u306b\u51fa\u3055\u305b\u3066\u3044\u307e\u305b\u3093\u3002** \u904e\u53bb\u306e\u7d50\u679c\u304b\u3089\u4f5c\u3063\u305f\u70b9\u6570\u8868\u3092\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u5f53\u3066\u308b\u3060\u3051\u3067\u3059\u3002**\u751f\u6210AI\u306e\u5f79\u76ee\u306f\u3001\u6570\u3048\u3089\u308c\u306a\u3044\u6587\u9762\u3092\u6c7a\u3081\u3089\u308c\u305f\u5206\u985e\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u307e\u3067**\u3067\u3001\u70b9\u6570\u305d\u306e\u3082\u306e\u306f\u6bce\u56de\u540c\u3058\u8a08\u7b97\u3067\u51fa\u307e\u3059\u3002","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u6bce\u65e515\u6642\u53f0\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5fdc\u52df\u8005\u53f0\u5e33\u304b\u3089\u7fcc\u65e5\u306e\u9762\u63a5\u3092\u629c\u304d\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** 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\u70b9\u6570\u304b\u3089\u512a\u5148\u5ea6\uff08A\u30fbB\u30fbC\uff09\u3092\u6c7a\u3081\u3001A\u306f\u96fb\u8a71\u3001B\u30fbC\u306f\u30e1\u30fc\u30eb\u3068\u9023\u7d61\u624b\u6bb5\u3092\u632f\u308b","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u512a\u5148\u5ea6\u3068\u66f8\u304d\u51fa\u3057\u305f\u4e0d\u5b89\u306b\u5408\u308f\u305b\u3066\u78ba\u8a8d\u306e\u6587\u9762\u3068\u96fb\u8a71\u3067\u8a71\u3059\u3053\u3068\u306e\u8981\u70b9\u3092\u4e0b\u66f8\u304d\u3059\u308b","**\u3010\u81ea\u52d5\u3011** B\u30fbC\u306e\u78ba\u8a8d\u30e1\u30fc\u30eb\u3092Gmail\u306e\u4e0b\u66f8\u304d\u3068\u3057\u3066\u4f5c\u308a\u3001\u78ba\u8a8d\u30ea\u30b9\u30c8\u306e\u30b7\u30fc\u30c8\u306b\u4e26\u3079\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u30ea\u30b9\u30c8\u3092\u898b\u3066\u3001A\u306e\u4eba\u306b\u96fb\u8a71\u3092\u304b\u3051\u308b","**\u3010\u4eba\u3011** \u4e0b\u66f8\u304d\u3092\u78ba\u304b\u3081\u3066\u9001\u308b","**\u3010\u4eba\u3011** \u7fcc\u65e5\u3001\u6765\u305f\u304b\u3069\u3046\u304b\u3092\u53f0\u5e33\u306b\u8a18\u9332\u3059\u308b\uff08\u6708\u306b1\u56de\u3001\u70b9\u6570\u8868\u3092\u4f5c\u308a\u76f4\u3059\u6750\u6599\u306b\u306a\u308b\uff09"],"architecture":"```\n\u5fdc\u52df\u8005\u53f0\u5e33\uff08Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff09\uff0b \u63a1\u7528\u7528\u306eGmail\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\uff08\u6bce\u65e515\u6642\u53f0\uff09\nGoogle Apps Script\n   \u251c\u2500\u2500 \u7fcc\u65e5\u306e\u9762\u63a5\u3092\u629c\u304d\u51fa\u3059\n   \u251c\u2500\u2500 GmailApp.search \u3067\u5fdc\u52df\u8005\u3054\u3068\u306e\u3084\u308a\u53d6\u308a\u3092\u96c6\u3081\u308b\n   \u251c\u2500\u2500 \u8fd4\u4fe1\u307e\u3067\u306e\u6642\u9593\u30fb\u65e5\u7a0b\u5909\u66f4\u306e\u56de\u6570\u30fb\u672a\u8fd4\u4fe1\u306e\u6570\u3092\u6570\u3048\u308b\n   \u25bc  UrlFetchApp \u3067\u547c\u3073\u51fa\u3057\uff08\u5fdc\u52df\u8005\u304b\u3089\u306e\u6587\u9762\u3060\u3051\uff09\nGemini API \u2500\u2500 \u6587\u9762\u304b\u3089\u8ff7\u3044\u30fb\u4e0d\u5b89\u306e\u8868\u308c\u3092\u5206\u985e\u3059\u308b\uff08\u6839\u62e0\u306e\u6587\u3064\u304d\uff09\n   \u25bc  JSON\u3067\u8fd4\u3059\nGoogle Apps Script\n   \u251c\u2500\u2500 \u300c\u70b9\u6570\u8868\u300d\u30b7\u30fc\u30c8\u3067\u6765\u306a\u3044\u304a\u305d\u308c\u306e\u70b9\u6570\u3092\u51fa\u3059\n   \u251c\u2500\u2500 \u512a\u5148\u5ea6\uff08A\u30fbB\u30fbC\uff09\u3068\u9023\u7d61\u624b\u6bb5\u3092\u6c7a\u3081\u308b\n   \u25bc  UrlFetchApp \u3067\u547c\u3073\u51fa\u3057\nGemini API \u2500\u2500 \u78ba\u8a8d\u306e\u6587\u9762\u3068\u3001\u96fb\u8a71\u3067\u8a71\u3059\u3053\u3068\u306e\u8981\u70b9\u306e\u4e0b\u66f8\u304d\n   \u25bc\nGoogle Apps Script \u2500\u2500 GmailApp.createDraft \u3067\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n   \u25bc\n\u300c\u660e\u65e5\u306e\u78ba\u8a8d\u30ea\u30b9\u30c8\u300d\u30b7\u30fc\u30c8\n   \u25bc\n\u3010\u62c5\u5f53\u8005\u304cA\u306b\u96fb\u8a71\u3057\u3001B\u30fbC\u306e\u4e0b\u66f8\u304d\u3092\u78ba\u304b\u3081\u3066\u9001\u308b\u3011\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u5b9f\u884c\u74b0\u5883 | Google Apps Script | Python\u3001Power Automate\u3001Make |\n| \u751f\u6210AI | Gemini API | OpenAI API\u3001Claude API |\n| \u53f0\u5e33 | Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 | Microsoft Lists |\n| \u30e1\u30fc\u30eb | Gmail\uff08\u63a1\u7528\u7528\u306e\u5171\u6709\u30a2\u30ab\u30a6\u30f3\u30c8\uff09 | Outlook |\n\n**\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3068Gmail\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u5fdc\u52df\u8005\u53f0\u5e33\u3068\u63a1\u7528\u7528\u306eGmail\u3092\u305d\u306e\u307e\u307e\u4f7f\u3044\u3001**\u8db3\u3059\u306e\u306f\u300c\u70b9\u6570\u8868\u300d\u3068\u300c\u660e\u65e5\u306e\u78ba\u8a8d\u30ea\u30b9\u30c8\u300d\u306e2\u3064\u306e\u30b7\u30fc\u30c8\u3060\u3051\u3067\u3059\u3002**\n\n**\u5b9f\u884c\u74b0\u5883\u3092 Apps Script \u306b\u3057\u305f\u306e\u306f\u3001\u53f0\u5e33\u3082\u30e1\u30fc\u30eb\u3082Google\u306e\u4e2d\u306b\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\u306f\u6bce\u5206\u304b\u3089\u67081\u56de\u307e\u3067\u8a2d\u5b9a\u3067\u304d\u3001**9\u6642\u306e\u30c8\u30ea\u30ac\u30fc\u306a\u30899\u6642\u304b\u308910\u6642\u306e\u3042\u3044\u3060\u306e\u3069\u3053\u304b\u3067\u52d5\u304d\u3001\u305d\u306e\u6642\u523b\u306f\u65e5\u3054\u3068\u306b\u4fdd\u305f\u308c\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u62c5\u5f53\u8005\u304c16\u6642\u304b\u3089\u96fb\u8a71\u3092\u304b\u3051\u59cb\u3081\u3089\u308c\u308b\u3088\u3046\u300115\u6642\u53f0\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002\n\n**\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u578b\u306e\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u4f5c\u6210\u3057\u305f\u4eba\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u52d5\u304d\u307e\u3059\u3002** \u62c5\u5f53\u8005\u306e\u500b\u4eba\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u4f5c\u308b\u3068\u3001\u305d\u306e\u4eba\u304c\u7570\u52d5\u3057\u305f\u3068\u304d\u306b\u6b62\u307e\u308a\u307e\u3059\u3002**\u63a1\u7528\u7528\u306e\u5171\u6709\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u4f5c\u308a\u307e\u3059\u3002** \u5931\u6557\u3057\u305f\u3068\u304d\u306f\u3001\u4f5c\u6210\u8005\u306b\u901a\u77e5\u306e\u30e1\u30fc\u30eb\u304c\u5c4a\u304d\u307e\u3059\u3002\n\n**Gmail\u306e\u3084\u308a\u53d6\u308a\u306f `GmailApp.search` \u3067\u96c6\u3081\u307e\u3059\u3002** Gmail\u3092\u691c\u7d22\u8a9e\u3067\u63a2\u3057\u3001\u8a72\u5f53\u3059\u308b\u30b9\u30ec\u30c3\u30c9\u306e\u914d\u5217\u3092\u8fd4\u3057\u307e\u3059\u3002\u4e0b\u66f8\u304d\u306f `createDraft` \u3067\u4f5c\u308a\u3001\u672c\u6587\u306f\u30c6\u30ad\u30b9\u30c8\u304bHTML\u306b\u3067\u304d\u3001\u9001\u4fe1\u8005\u540d\u3084\u8fd4\u4fe1\u5148\u3082\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u306f\u9001\u4fe1\u306e\u6a5f\u80fd\u3092\u4f7f\u3044\u307e\u305b\u3093\u3002**\n\n**\u300c\u70b9\u6570\u8868\u300d\u30b7\u30fc\u30c8\u306f\u3001\u63a1\u7528\u30c1\u30fc\u30e0\u304c\u8aad\u3081\u308b\u5f62\u3067\u6301\u3061\u307e\u3059\u3002** \u3069\u306e\u533a\u5206\u304c\u4f55\u70b9\u304b\u304c\u8868\u306b\u306a\u3063\u3066\u3044\u308c\u3070\u3001**\u306a\u305c\u305d\u306e\u4eba\u304cA\u306a\u306e\u304b\u3092\u3001\u62c5\u5f53\u8005\u304c\u81ea\u5206\u3067\u8aac\u660e\u3067\u304d\u307e\u3059\u3002** \u70b9\u6570\u306e\u51fa\u3057\u65b9\u304c\u898b\u3048\u306a\u3044\u3068\u3001\u62c5\u5f53\u8005\u306f\u7d50\u679c\u3092\u4fe1\u3058\u306a\u3044\u304b\u3001\u4fe1\u3058\u3059\u304e\u308b\u304b\u306e\u3069\u3061\u3089\u304b\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u751f\u6210AI\u306f `UrlFetchApp` \u3067\u547c\u3073\u307e\u3059\u3002** `method`\u3001`contentType`\u3001`headers`\u3001`payload` \u3092\u6307\u5b9a\u3057\u3001**`muteHttpExceptions` \u3092 `true` \u306b\u3059\u308b\u3068\u5931\u6557\u306e\u5fdc\u7b54\u3067\u3082\u4f8b\u5916\u3067\u6b62\u307e\u3089\u305a\u5fdc\u7b54\u304c\u8fd4\u308b**\u306e\u3067\u3001\u5fdc\u7b54\u30b3\u30fc\u30c9\u3092\u898b\u3066\u518d\u8a66\u884c\u3092\u6c7a\u3081\u3089\u308c\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u6bce\u65e515\u6642\u53f0\u306b\u52d5\u304f\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u9762\u63a5\u306e\u524d\u65e5\u306e\u5915\u65b9\u306b\u3001\u62c5\u5f53\u8005\u304c\u96fb\u8a71\u3092\u304b\u3051\u3089\u308c\u308b\u6642\u9593\u3092\u6b8b\u3059\u305f\u3081\u3067\u3059\u3002\u5348\u524d\u4e2d\u306b\u52d5\u304b\u3059\u3068\u3001\u305d\u306e\u65e5\u306e\u5348\u5f8c\u306b\u65e5\u7a0b\u5909\u66f4\u306e\u9023\u7d61\u304c\u6765\u305f\u4eba\u304c\u53cd\u6620\u3055\u308c\u307e\u305b\u3093\u3002\n\n**\u571f\u65e5\u306e\u9762\u63a5\u304c\u3042\u308b\u65bd\u8a2d\u306f\u3001\u91d1\u66dc\u306b\u571f\u30fb\u65e5\u30fb\u6708\u306e3\u65e5\u5206\u3092\u307e\u3068\u3081\u3066\u51fa\u3057\u307e\u3059\u3002** \u7fcc\u65e5\u306e\u5206\u3060\u3051\u3092\u51fa\u3059\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u9031\u672b\u306e\u9762\u63a5\u306e\u78ba\u8a8d\u304c\u9031\u672b\u306e\u5f53\u756a\u306b\u5bc4\u308a\u307e\u3059\u3002\n\n**\u540c\u3058\u65e5\u306b\u4e8c\u5ea6\u52d5\u304b\u3055\u306a\u3044\u4ed5\u7d44\u307f\u3082\u5165\u308c\u307e\u3059\u3002** \u78ba\u8a8d\u30ea\u30b9\u30c8\u306e\u30b7\u30fc\u30c8\u306b\u4f5c\u6210\u65e5\u3092\u6b8b\u3057\u3001\u540c\u3058\u65e5\u4ed8\u306e\u884c\u304c\u3042\u308c\u3070\u4f5c\u308a\u76f4\u3055\u305a\u306b\u7d42\u308f\u308a\u307e\u3059\u3002\u624b\u3067\u518d\u5b9f\u884c\u3057\u305f\u3068\u304d\u306b\u3001\u4e0b\u66f8\u304d\u304c\u4e8c\u91cd\u306b\u3067\u304d\u308b\u306e\u3092\u9632\u304e\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u7fcc\u65e5\u306e\u9762\u63a5 | \u5fdc\u52df\u8005ID\u3001\u6c0f\u540d\u3001\u65bd\u8a2d\u3001\u8077\u7a2e\u3001\u9762\u63a5\u306e\u65e5\u6642\u3001\u9762\u63a5\u5b98 | \u5fdc\u52df\u8005\u53f0\u5e33 |\n| \u9078\u8003\u306e\u7d4c\u904e | \u5fdc\u52df\u65e5\u3001\u5fdc\u52df\u7d4c\u8def\u3001\u9762\u63a5\u306e\u65e5\u6642\u3092\u6c7a\u3081\u305f\u65e5\u3001\u65e5\u7a0b\u5909\u66f4\u306e\u56de\u6570 | \u5fdc\u52df\u8005\u53f0\u5e33 |\n| \u3084\u308a\u53d6\u308a | \u5fdc\u52df\u8005\u3068\u306e\u30e1\u30fc\u30eb\u306e\u9001\u53d7\u4fe1\u306e\u65e5\u6642\u3068\u672c\u6587 | \u63a1\u7528\u7528\u306eGmail |\n| \u70b9\u6570\u8868 | \u884c\u52d5\u306e\u533a\u5206\u3054\u3068\u306e\u70b9\u6570\uff08\u904e\u53bb6\u304b\u6708\u306e\u7d50\u679c\u304b\u3089\u4f5c\u308b\uff09 | \u300c\u70b9\u6570\u8868\u300d\u30b7\u30fc\u30c8 |\n| \u904e\u53bb\u306e\u7d50\u679c | \u9762\u63a5\u306b\u6765\u305f\u30fb\u4e8b\u524d\u306b\u8f9e\u9000\u30fb\u5f53\u65e5\u8f9e\u9000\u30fb\u7121\u65ad\u6b20\u5e2d | \u5fdc\u52df\u8005\u53f0\u5e33 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3044\u3061\u3070\u3093\u4e0b\u306e\u884c\u3067\u3059\u3002** \u6765\u305f\u304b\u3069\u3046\u304b\u306e\u8a18\u9332\u304c\u7121\u3051\u308c\u3070\u3001\u70b9\u6570\u8868\u3092\u4f5c\u308c\u307e\u305b\u3093\u3002**\u5f53\u65e5\u8f9e\u9000\u3068\u7121\u65ad\u6b20\u5e2d\u3092\u5206\u3051\u3066\u8a18\u9332\u3057\u307e\u3059\u3002** \u5f53\u65e5\u8f9e\u9000\u306f\u9023\u7d61\u304c\u3042\u308b\u3076\u3093\u3001\u67a0\u306e\u5165\u308c\u66ff\u3048\u306b\u9593\u306b\u5408\u3046\u3053\u3068\u304c\u3042\u308a\u3001\u624b\u5f53\u3066\u306e\u3057\u304b\u305f\u304c\u9055\u3044\u307e\u3059\u3002\n\n**\u53f0\u5e33\u304b\u3089\u8aad\u307e\u306a\u3044\u5217\u3092\u3001\u5148\u306b\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002** \u751f\u5e74\u6708\u65e5\u3001\u6027\u5225\u3001\u56fd\u7c4d\u3001\u4f4f\u6240\u3001\u5bb6\u65cf\u306e\u60c5\u5831\u306f\u3001**\u53f0\u5e33\u306b\u3042\u3063\u3066\u3082\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u8aad\u307f\u8fbc\u307e\u306a\u3044\u8a2d\u8a08\u306b\u3057\u307e\u3059**\uff08\u7b2c13\u7ae0\uff09\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u3084\u308a\u53d6\u308a\u306f\u3001\u5fdc\u52df\u8005\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067 `GmailApp.search` \u3092\u547c\u3093\u3067\u96c6\u3081\u307e\u3059\u3002** \u691c\u7d22\u8a9e\u306b `from:` \u3068 `to:` \u3067\u30a2\u30c9\u30ec\u30b9\u3092\u5165\u308c\u3001\u5fdc\u52df\u65e5\u4ee5\u964d\u306b\u7d5e\u308a\u307e\u3059\u3002**\u96c6\u3081\u305f\u30b9\u30ec\u30c3\u30c9\u304b\u3089\u3001\u9001\u53d7\u4fe1\u306e\u65e5\u6642\u3068\u672c\u6587\u3092\u53d6\u308a\u51fa\u3057\u3001\u6b21\u306e\u5024\u3092\u6570\u3048\u307e\u3059\u3002**\n\n| \u6570\u3048\u308b\u3082\u306e | \u6570\u3048\u65b9 | \u533a\u5206\u306e\u4f8b |\n|:--|:--|:--|\n| \u6700\u521d\u306e\u8fd4\u4fe1\u307e\u3067\u306e\u6642\u9593 | \u9762\u63a5\u306e\u6848\u5185\u3092\u9001\u3063\u3066\u304b\u3089\u3001\u5fdc\u52df\u8005\u304c\u521d\u3081\u3066\u8fd4\u4fe1\u3059\u308b\u307e\u3067 | 3\u6642\u9593\u4ee5\u5185\uff0f\u5f53\u65e5\u4e2d\uff0f\u7fcc\u65e5\u4ee5\u964d |\n| \u65e5\u7a0b\u5909\u66f4\u306e\u56de\u6570 | \u53f0\u5e33\u306e\u5909\u66f4\u56de\u6570\u306e\u5217 | 0\u56de\uff0f1\u56de\uff0f2\u56de\u4ee5\u4e0a |\n| \u5fdc\u52df\u304b\u3089\u9762\u63a5\u307e\u3067\u306e\u65e5\u6570 | \u5fdc\u52df\u65e5\u304b\u3089\u9762\u63a5\u65e5\u307e\u3067 | 3\u65e5\u4ee5\u5185\uff0f4\u301c7\u65e5\uff0f8\u65e5\u4ee5\u4e0a |\n| \u672a\u8fd4\u4fe1\u306e\u6848\u5185 | \u3053\u3061\u3089\u304b\u3089\u9001\u3063\u3066\u8fd4\u4fe1\u306e\u7121\u3044\u30e1\u30fc\u30eb\u306e\u6570 | 0\u901a\uff0f1\u901a\uff0f2\u901a\u4ee5\u4e0a |\n| \u5fdc\u52df\u7d4c\u8def | \u53f0\u5e33\u306e\u5fdc\u52df\u7d4c\u8def\u306e\u5217 | \u5a92\u4f53\u3054\u3068\uff0f\u7d39\u4ecb\uff0f\u76f4\u63a5 |\n| \u9762\u63a5\u306e\u6642\u9593\u5e2f | \u9762\u63a5\u306e\u958b\u59cb\u6642\u523b | \u5348\u524d\uff0f\u5348\u5f8c\uff0f\u5915\u65b9 |\n\n**\u533a\u5206\u306e\u5883\u76ee\u306f\u3001\u6700\u521d\u306f\u4e0a\u306e\u4f8b\u3067\u59cb\u3081\u3001\u70b9\u6570\u8868\u3092\u4f5c\u308a\u76f4\u3059\u3068\u304d\u306b\u898b\u76f4\u3057\u307e\u3059\u3002** 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\u533a\u5206\u3054\u3068\u306b\u300c\u6765\u306a\u304b\u3063\u305f\u5272\u5408\u300d\uff08\u5f53\u65e5\u8f9e\u9000\u3068\u7121\u65ad\u6b20\u5e2d\u306e\u5408\u8a08\uff09\u3092\u51fa\u3057\u3001\u5168\u4f53\u306e\u5272\u5408\u3068\u6bd4\u3079\u3066\u70b9\u6570\u306b\u3057\u307e\u3059\u3002\u8a08\u7b97\u306f\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u96c6\u8a08\u3067\u8db3\u308a\u307e\u3059\u3002\n\n| \u533a\u5206\u306e\u6765\u306a\u304b\u3063\u305f\u5272\u5408\uff08\u5168\u4f53\u3068\u306e\u6bd4\uff09 | \u70b9\u6570 |\n|:--|--:|\n| \u5168\u4f53\u306e2\u500d\u4ee5\u4e0a | \uff0b3 |\n| \u5168\u4f53\u306e1.5\u500d\u4ee5\u4e0a2\u500d\u672a\u6e80 | \uff0b2 |\n| \u5168\u4f53\u306e1.2\u500d\u4ee5\u4e0a1.5\u500d\u672a\u6e80 | \uff0b1 |\n| \u5168\u4f53\u306e0.8\u500d\u8d851.2\u500d\u672a\u6e80 | 0 |\n| \u5168\u4f53\u306e0.8\u500d\u4ee5\u4e0b | \uff0d1 |\n| \u904e\u53bb\u306e\u4ef6\u6570\u304c30\u4ef6\u672a\u6e80 | 0\uff08\u4f7f\u308f\u306a\u3044\uff09 |\n\n**\u533a\u5206\u306e\u5883\u76ee\u3068\u70b9\u6570\u306e\u523b\u307f\u306f\u4f8b\u3067\u3059\u3002** \u5927\u4e8b\u306a\u306e\u306f\u3001**\u3069\u306e\u533a\u5206\u304c\u4f55\u70b9\u304b\u3092\u3001\u8868\u3068\u3057\u3066\u8ab0\u3067\u3082\u8aad\u3081\u308b\u5f62\u306b\u3057\u3066\u304a\u304f\u3053\u3068**\u3067\u3059\u3002\u751f\u6210AI\u304c\u66f8\u304d\u51fa\u3057\u305f\u5206\u985e\u3082\u3001\u540c\u3058\u8868\u306b1\u3064\u306e\u533a\u5206\u3068\u3057\u3066\u8f09\u305b\u3001\u540c\u3058\u8a08\u7b97\u3067\u70b9\u6570\u306b\u3057\u307e\u3059\u3002\u5408\u8a08\u70b9\u304c\u9ad8\u3044\u9806\u306b\u4e26\u3079\u3001\u4e0a\u4f4d\u3092A\u3001\u6b21\u3092B\u3001\u6b8b\u308a\u3092C\u3068\u3057\u307e\u3059\u3002**A\u306e\u4eba\u6570\u306f\u3001\u305d\u306e\u65e5\u306b\u96fb\u8a71\u3092\u304b\u3051\u3089\u308c\u308b\u4ef6\u6570\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u7fcc\u65e5\u306e\u9762\u63a5\u306e\u629c\u304d\u51fa\u3057** \u2026 \u53f0\u5e33\u306e\u9762\u63a5\u65e5\u6642\u304c\u7fcc\u65e5\uff08\u91d1\u66dc\u306f\u6708\u66dc\u307e\u3067\uff09\u306e\u884c\u3002\u53d6\u308a\u6d88\u3057\u6e08\u307f\u306e\u884c\u306f\u9664\u304f\n2. **\u30a2\u30c9\u30ec\u30b9\u306e\u78ba\u8a8d** \u2026 \u53f0\u5e33\u306e\u30a2\u30c9\u30ec\u30b9\u3067Gmail\u3092\u691c\u7d22\u3057\u30011\u901a\u3082\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u300c\u3084\u308a\u53d6\u308a\u306a\u3057\u300d\u3068\u3059\u308b\n3. **\u672c\u6587\u306e\u6574\u7406** \u2026 \u5f15\u7528\u90e8\u5206\uff08\u300c>\u300d\u3067\u59cb\u307e\u308b\u884c\u3001\u300c\u301c\u3055\u3093\u306f\u66f8\u304d\u307e\u3057\u305f\u300d\u4ee5\u4e0b\uff09\u3068\u7f72\u540d\u3092\u843d\u3068\u3059\n4. **\u500b\u4eba\u306e\u60c5\u5831\u3092\u843d\u3068\u3059** \u2026 \u672c\u6587\u4e2d\u306e\u96fb\u8a71\u756a\u53f7\u3001\u4f4f\u6240\u3089\u3057\u3044\u6587\u5b57\u5217\u3092\u4f0f\u305b\u5b57\u306b\u3057\u3066\u304b\u3089\u751f\u6210AI\u306b\u6e21\u3059\n5. **\u9577\u3055\u306e\u5236\u9650** \u2026 1\u4eba\u3042\u305f\u308a\u76f4\u8fd1\u306e5\u901a\u307e\u3067\u3002\u305d\u308c\u3088\u308a\u524d\u306e\u3084\u308a\u53d6\u308a\u306f\u6570\u3048\u308b\u3060\u3051\u306b\u3057\u3066\u672c\u6587\u306f\u6e21\u3055\u306a\u3044\n6. **\u51e6\u7406\u6e08\u307f\u306e\u5370** \u2026 \u78ba\u8a8d\u30ea\u30b9\u30c8\u306b\u51fa\u3057\u305f\u5fdc\u52df\u8005\u306b\u306f\u4f5c\u6210\u65e5\u3092\u4ed8\u3051\u3001\u4e8c\u91cd\u306b\u4e0b\u66f8\u304d\u3092\u4f5c\u3089\u306a\u3044\n\n**\u691c\u7d22\u306f\u3001\u958b\u59cb\u4f4d\u7f6e\u3068\u4ef6\u6570\u3092\u6307\u5b9a\u3059\u308b `search(query, start, max)` \u3092\u4f7f\u3044\u307e\u3059\u3002** \u30b9\u30ec\u30c3\u30c9\u306e\u5408\u8a08\u304c\u5927\u304d\u3059\u304e\u308b\u3068\u5931\u6557\u3059\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002\u9aa8\u7d44\u307f\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n```javascript\n\/\/ \u5fdc\u52df\u8005\u3054\u3068\u306e\u3084\u308a\u53d6\u308a\u3092\u96c6\u3081\u3001\u8fd4\u4fe1\u307e\u3067\u306e\u6642\u9593\u3092\u6570\u3048\u308b\uff08\u9aa8\u7d44\u307f\uff09\nfunction collectThreads(applicant) {\n  const q = `(from:${applicant.email} OR to:${applicant.email}) after:${applicant.appliedYmd}`;\n  const threads = GmailApp.search(q, 0, 20);\n  const msgs = GmailApp.getMessagesForThreads(threads).flat()\n    .sort((a, b) => a.getDate() - b.getDate());\n  return msgs.map(m => ({\n    fromApplicant: m.getFrom().includes(applicant.email),\n    at: m.getDate(),\n    body: stripQuoteAndSignature(m.getPlainBody())\n  }));\n}\n```\n\n**4\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5fdc\u52df\u8005\u306f\u8fd4\u4fe1\u306e\u4e2d\u306b\u3001\u901a\u52e4\u306e\u4e8b\u60c5\u3068\u3057\u3066\u4f4f\u6240\u3084\u6700\u5bc4\u308a\u99c5\u3092\u66f8\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u5206\u985e\u306b\u5fc5\u8981\u306a\u306e\u306f\u300c\u901a\u52e4\u306b\u4e0d\u5b89\u304c\u3042\u308b\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3067\u3001\u4f4f\u6240\u305d\u306e\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f2\u3064\u3067\u3059\u3002** 1\u3064\u76ee\u306f\u3001\u5fdc\u52df\u8005\u306e\u6587\u9762\u3092\u6c7a\u3081\u3089\u308c\u305f\u5206\u985e\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u30022\u3064\u76ee\u306f\u3001\u512a\u5148\u5ea6\u3068\u5206\u985e\u306b\u5408\u308f\u305b\u305f\u78ba\u8a8d\u306e\u6587\u9762\u3092\u4e0b\u66f8\u304d\u3059\u308b\u3053\u3068\u3067\u3059\u3002\n\n| \u5206\u985e | \u6587\u9762\u306e\u4f8b | \u70b9\u6570\u8868\u3067\u306e\u6271\u3044 |\n|:--|:--|:--|\n| `other_offer` | \u300c\u307b\u304b\u3067\u3082\u9762\u63a5\u3092\u53d7\u3051\u3066\u3044\u3066\u300d | \u52a0\u70b9\u306e\u533a\u5206 |\n| `schedule_doubt` | \u300c\u3082\u3057\u304b\u3059\u308b\u3068\u884c\u3051\u306a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u300d | \u52a0\u70b9\u306e\u533a\u5206 |\n| `commute_concern` | \u300c\u521d\u3081\u3066\u884c\u304f\u5834\u6240\u306a\u306e\u3067\u300d\u300c\u30d0\u30b9\u306e\u6642\u9593\u304c\u300d | \u52a0\u70b9\u306e\u533a\u5206\uff08\u96fb\u8a71\u3067\u9053\u9806\u3092\u4f1d\u3048\u308b\uff09 |\n| `condition_question` | \u6642\u7d66\u30fb\u30b7\u30d5\u30c8\u30fb\u5bee\u306b\u3064\u3044\u3066\u306e\u8cea\u554f\u304c\u672a\u89e3\u6c7a | \u52a0\u70b9\u306e\u533a\u5206\uff08\u96fb\u8a71\u3067\u7b54\u3048\u308b\uff09 |\n| `positive` | \u300c\u697d\u3057\u307f\u306b\u3057\u3066\u3044\u307e\u3059\u300d\u300c\u3088\u308d\u3057\u304f\u304a\u9858\u3044\u3057\u307e\u3059\u300d | \u6e1b\u70b9\u306e\u533a\u5206 |\n| `none` | \u5206\u985e\u306b\u5f53\u305f\u308b\u6587\u9762\u304c\u7121\u3044 | \u70b9\u6570\u306b\u5f71\u97ff\u3057\u306a\u3044 |\n\n**\u5206\u985e\u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u3092\u305d\u306e\u307e\u307e\u5199\u3055\u305b\u307e\u3059\u3002** \u62c5\u5f53\u8005\u304c\u96fb\u8a71\u3092\u304b\u3051\u308b\u524d\u306b\u3001**\u306a\u305cA\u306b\u306a\u3063\u305f\u306e\u304b\u3092\u3001\u305d\u306e\u4eba\u81ea\u8eab\u306e\u8a00\u8449\u3067\u8aad\u3081\u308b**\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u3067\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u6765\u306a\u3044\u304a\u305d\u308c\u306e\u70b9\u6570\u3092\u51fa\u3059\u3053\u3068 | \u70b9\u6570\u306f\u70b9\u6570\u8868\u3067\u8a08\u7b97\u3059\u308b\u3002AI\u306b\u51fa\u3055\u305b\u308b\u3068\u6bce\u56de\u3076\u308c\u308b |\n| \u4eba\u67c4\u3084\u610f\u6b32\u306e\u8a55\u4fa1 | \u9078\u8003\u306e\u5224\u65ad\u306b\u8fd1\u3065\u304f\u3002\u5206\u985e\u306f\u6c7a\u3081\u3089\u308c\u305f6\u3064\u307e\u3067 |\n| \u5e74\u9f62\u30fb\u6027\u5225\u30fb\u56fd\u7c4d\u306a\u3069\u306e\u63a8\u6e2c | \u6587\u9762\u304b\u3089\u63a8\u3057\u91cf\u3089\u305b\u306a\u3044\u3002\u4f7f\u308f\u306a\u3044\u60c5\u5831\u3092\u4f5c\u308a\u51fa\u3055\u306a\u3044 |\n| \u5408\u5426\u3084\u9762\u63a5\u306e\u53d6\u308a\u3084\u3081\u306e\u63d0\u6848 | \u898b\u8fbc\u307f\u306e\u7528\u9014\u306f\u9023\u7d61\u306e\u9806\u756a\u3060\u3051 |\n| \u78ba\u8a8d\u30e1\u30fc\u30eb\u306e\u9001\u4fe1 | \u4e0b\u66f8\u304d\u307e\u3067\u3002\u9001\u308b\u306e\u306f\u4eba |\n\n**3\u884c\u76ee\u306f\u3001\u6307\u793a\u306b\u66f8\u304b\u306a\u3044\u3068\u8d77\u304d\u307e\u3059\u3002** \u6587\u9762\u306e\u8a00\u8449\u3065\u304b\u3044\u304b\u3089\u5e74\u4ee3\u3084\u56fd\u7c4d\u3092\u63a8\u3057\u91cf\u308a\u3001\u6839\u62e0\u306e\u6b04\u306b\u66f8\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u66f8\u304b\u308c\u305f\u6642\u70b9\u3067\u3001\u4f7f\u308f\u306a\u3044\u3068\u6c7a\u3081\u305f\u60c5\u5831\u304c\u8a18\u9332\u306b\u6b8b\u308a\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u30db\u30c6\u30eb\u306e\u63a1\u7528\u62c5\u5f53\u3092\u88dc\u52a9\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u7fcc\u65e5\u306b\u9762\u63a5\u3092\u63a7\u3048\u305f\u5fdc\u52df\u8005\u304b\u3089\u5c4a\u3044\u305f\u30e1\u30fc\u30eb\u306e\u672c\u6587\u3092\u8aad\u307f\u3001\n\u4e0b\u306e\u5206\u985e\u306b\u5f53\u305f\u308b\u8868\u308c\u304c\u3042\u308b\u304b\u3092\u66f8\u304d\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5206\u985e\u3011\n- other_offer ......... \u4ed6\u793e\u306e\u9078\u8003\u3084\u5185\u5b9a\u306b\u89e6\u308c\u3066\u3044\u308b\n- schedule_doubt ...... \u9762\u63a5\u306e\u65e5\u6642\u306b\u6765\u3089\u308c\u308b\u304b\u3069\u3046\u304b\u8ff7\u3044\u3092\u793a\u3057\u3066\u3044\u308b\n- commute_concern ..... \u9053\u9806\u30fb\u4ea4\u901a\u624b\u6bb5\u30fb\u6642\u9593\u306b\u4e0d\u5b89\u3092\u793a\u3057\u3066\u3044\u308b\n- condition_question .. \u6642\u7d66\u30fb\u30b7\u30d5\u30c8\u30fb\u5bee\u306a\u3069\u306e\u8cea\u554f\u304c\u3042\u308a\u3001\u3053\u3061\u3089\u306e\u56de\u7b54\u304c\u7121\u3044\n- positive ............ \u9762\u63a5\u306b\u524d\u5411\u304d\u306a\u8a00\u8449\u304c\u3042\u308b\n- none ................ \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u672c\u6587\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u5206\u985e\u3092\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- 1\u3064\u306e\u5206\u985e\u306b\u3064\u304d\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u3092 evidence \u306b\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6839\u62e0\u306e\u6587\u304c\u7121\u3044\u5206\u985e\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5fdc\u52df\u8005\u306e\u4eba\u67c4\u3001\u610f\u6b32\u3001\u80fd\u529b\u3092\u8a55\u4fa1\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5e74\u9f62\u3001\u6027\u5225\u3001\u56fd\u7c4d\u3001\u51fa\u8eab\u5730\u3001\u5bb6\u65cf\u306b\u3064\u3044\u3066\u63a8\u6e2c\u3057\u305f\u308a\u66f8\u3044\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6765\u308b\u30fb\u6765\u306a\u3044\u306e\u4e88\u60f3\u3001\u70b9\u6570\u3001\u5408\u5426\u306b\u95a2\u308f\u308b\u3053\u3068\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4f0f\u305b\u5b57\uff08\uff0a\uff0a\uff0a\uff09\u306b\u306a\u3063\u3066\u3044\u308b\u90e8\u5206\u3092\u5fa9\u5143\u3057\u3088\u3046\u3068\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5fdc\u52df\u8005\u304b\u3089\u306e\u672c\u6587\uff08\u65b0\u3057\u3044\u9806\u3001\u6700\u59275\u901a\uff09\u3011{messages}\n```\n\n**\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u3068\u304d\u306f\u3001\u5225\u306e\u6307\u793a\u3067\u547c\u3073\u307e\u3059\u3002**\n\n```\n\u6b21\u306e\u5fdc\u52df\u8005\u306b\u3001\u660e\u65e5\u306e\u9762\u63a5\u306e\u78ba\u8a8d\u306e\u9023\u7d61\u3092\u4f5c\u308a\u307e\u3059\u3002\n\u512a\u5148\u5ea6\u304c A \u306e\u5834\u5408\u306f\u3001\u96fb\u8a71\u3067\u8a71\u3059\u3053\u3068\u306e\u8981\u70b9\u30923\u3064\u307e\u3067\u306e\u7b87\u6761\u66f8\u304d\u3067\u3002\nB\u30fbC \u306e\u5834\u5408\u306f\u3001\u30e1\u30fc\u30eb\u306e\u672c\u6587\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5fc5\u305a\u5165\u308c\u308b\u3053\u3068\u3011\u9762\u63a5\u306e\u65e5\u6642\u3001\u65bd\u8a2d\u540d\u3001\u5834\u6240\uff08{access}\uff09\u3001\u6301\u3061\u7269\u3001\u9023\u7d61\u5148\n\u3010\u5206\u985e\u306b\u5fdc\u3058\u3066\u8db3\u3059\u3053\u3068\u3011\n- commute_concern \u304c\u3042\u308c\u3070\u3001\u6700\u5bc4\u308a\u99c5\u304b\u3089\u306e\u9053\u9806\u3092\u5165\u308c\u308b\n- condition_question \u304c\u3042\u308c\u3070\u3001\u8cea\u554f\u306b\u7b54\u3048\u3089\u308c\u308b\u62c5\u5f53\u8005\u304c\u3044\u308b\u3053\u3068\u3092\u4f1d\u3048\u308b\n- schedule_doubt \u304c\u3042\u308c\u3070\u3001\u65e5\u7a0b\u3092\u5909\u3048\u3089\u308c\u308b\u3053\u3068\u3092\u4f1d\u3048\u308b\n\u3010\u66f8\u304b\u306a\u3044\u3053\u3068\u3011\n- \u6765\u306a\u3044\u3053\u3068\u3092\u524d\u63d0\u306b\u3057\u305f\u8a00\u3044\u65b9\u3001\u50ac\u4fc3\u3084\u5ff5\u62bc\u3057\u306e\u7e70\u308a\u8fd4\u3057\n- \u9762\u63a5\u306b\u6765\u306a\u3044\u3068\u4e0d\u5229\u306b\u306a\u308b\u3001\u3068\u3044\u3063\u305f\u8868\u73fe\n\u3010\u5fdc\u52df\u8005\u306e\u540d\u524d\u3011{name} \u3010\u5206\u985e\u3068\u6839\u62e0\u3011{signals} \u3010\u512a\u5148\u5ea6\u3011{priority}\n```\n\n**\u300c\u65e5\u7a0b\u3092\u5909\u3048\u3089\u308c\u308b\u3053\u3068\u3092\u4f1d\u3048\u308b\u300d\u3092\u5165\u308c\u308b\u306e\u306f\u3001\u6765\u3089\u308c\u306a\u3044\u4eba\u306b\u9023\u7d61\u3092\u3082\u3089\u3046\u305f\u3081\u3067\u3059\u3002** \u8ff7\u3063\u3066\u3044\u308b\u4eba\u306b\u5ff5\u62bc\u3057\u3092\u91cd\u306d\u308b\u3068\u3001\u9ed9\u3063\u3066\u6765\u306a\u3044\u65b9\u3092\u9078\u3073\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002**\u524d\u65e5\u306b\u300c\u884c\u3051\u306a\u3044\u300d\u3068\u8a00\u3063\u3066\u3082\u3089\u3048\u308c\u3070\u3001\u305d\u306e\u67a0\u3092\u5225\u306e\u5fdc\u52df\u8005\u306b\u56de\u305b\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u5206\u985e\u306fJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Gemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`response_format` \u306b `mime_type` \u3068\u3057\u3066 `application\/json` \u3068\u3001\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u6a5f\u80fd\uff09\u3092\u4f7f\u3044\u3001`signal` \u306e\u9078\u629e\u80a2\u3092 `enum` \u3067\u56fa\u5b9a\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"applicant_id\": \"\",\n  \"signals\": [\n    { \"signal\": \"other_offer | schedule_doubt | commute_concern | condition_question | positive\",\n      \"evidence\": \"\", \"message_date\": \"\" }\n  ]\n}\n```\n\nApps Script \u304b\u3089\u6e21\u3059\u30b9\u30ad\u30fc\u30de\u306f\u6b21\u306e\u5f62\u3067\u3059\u3002\n\n```javascript\nconst schema = {\n  type: 'object',\n  properties: {\n    applicant_id: { type: 'string' },\n    signals: { type: 'array', items: {\n      type: 'object',\n      properties: {\n        signal: { type: 'string', enum: ['other_offer','schedule_doubt',\n          'commute_concern','condition_question','positive'] },\n        evidence: { type: 'string' },\n        message_date: { type: 'string' }\n      },\n      required: ['signal', 'evidence']\n    } }\n  },\n  required: ['applicant_id', 'signals']\n};\n```\n\n**\u5024\u306e\u691c\u67fb\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u884c\u3044\u307e\u3059\u3002** \u69cb\u9020\u5316\u51fa\u529b\u306fJSON\u3068\u3057\u3066\u6b63\u3057\u3044\u5f62\u3067\u8fd4\u308a\u307e\u3059\u304c\u3001**\u5024\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u5fc5\u305a\u691c\u67fb\u3059\u308b\u3088\u3046**\u516c\u5f0f\u306e\u8aac\u660e\u306b\u3042\u308a\u307e\u3059\u3002`evidence` \u306e\u6587\u304c\u5b9f\u969b\u306b\u672c\u6587\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u304b\u3092\u6587\u5b57\u5217\u3067\u7167\u5408\u3057\u3001\u542b\u307e\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u305d\u306e\u5206\u985e\u3092\u6368\u3066\u307e\u3059\u3002\n\n**\u70b9\u6570\u3068\u512a\u5148\u5ea6\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u78ba\u8a8d\u30ea\u30b9\u30c8\u306b\u66f8\u304d\u307e\u3059\u3002**\n\n| \u5217 | \u4e2d\u8eab |\n|:--|:--|\n| \u512a\u5148\u5ea6 | A\uff08\u96fb\u8a71\uff09\uff0fB\uff08\u30e1\u30fc\u30eb\u3001\u6587\u9762\u3092\u500b\u5225\u306b\uff09\uff0fC\uff08\u30e1\u30fc\u30eb\u3001\u5b9a\u578b\u306b\u8fd1\u3044\uff09 |\n| \u70b9\u6570 | \u70b9\u6570\u8868\u3067\u51fa\u3057\u305f\u5408\u8a08 |\n| \u7406\u7531 | \u52a0\u70b9\u306b\u306a\u3063\u305f\u533a\u5206\u3068\u5206\u985e\uff08\u4f8b\uff1a\u672a\u8fd4\u4fe12\u901a\u3001`schedule_doubt`\uff09 |\n| \u6839\u62e0 | `evidence` \u306e\u6587 |\n| \u4e0b\u66f8\u304d | A\u306f\u96fb\u8a71\u306e\u8981\u70b9\u3001B\u30fbC\u306fGmail\u306e\u4e0b\u66f8\u304d\u3078\u306e\u30ea\u30f3\u30af |\n| \u7d50\u679c | \u62c5\u5f53\u8005\u304c\u8a18\u5165\uff08\u96fb\u8a71\u304c\u3064\u306a\u304c\u3063\u305f\uff0f\u65e5\u7a0b\u5909\u66f4\uff0f\u8f9e\u9000\u306e\u9023\u7d61\uff0f\u8fd4\u4fe1\u306a\u3057\uff09 |\n\n**\u7406\u7531\u306e\u5217\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u70b9\u6570\u3060\u3051\u304c\u4e26\u3076\u3068\u3001\u62c5\u5f53\u8005\u306f\u70b9\u6570\u3092\u4fe1\u3058\u308b\u304b\u7121\u8996\u3059\u308b\u304b\u306e\u3069\u3061\u3089\u304b\u306b\u306a\u308a\u307e\u3059\u3002**\u7406\u7531\u304c\u8aad\u3081\u308c\u3070\u3001\u96fb\u8a71\u3067\u4f55\u3092\u8a71\u305b\u3070\u3088\u3044\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5fdc\u52df\u8005\u53f0\u5e33 | Apps Script \u304b\u3089\u8aad\u307f\u53d6\u308a | \u7fcc\u65e5\u306e\u9762\u63a5\u3001\u9078\u8003\u306e\u7d4c\u904e\u3001\u904e\u53bb\u306e\u7d50\u679c |\n| \u63a1\u7528\u7528\u306eGmail | `GmailApp.search`\uff0f`createDraft` | \u3084\u308a\u53d6\u308a\u306e\u53ce\u96c6\u3068\u3001\u78ba\u8a8d\u30e1\u30fc\u30eb\u306e\u4e0b\u66f8\u304d |\n| Gemini API | `UrlFetchApp` \u3067\u547c\u3073\u51fa\u3057 | \u6587\u9762\u306e\u5206\u985e\u3068\u3001\u78ba\u8a8d\u306e\u6587\u9762\u306e\u4e0b\u66f8\u304d |\n| \u78ba\u8a8d\u30ea\u30b9\u30c8\u30fb\u70b9\u6570\u8868 | Apps Script \u304b\u3089\u66f8\u304d\u8fbc\u307f | \u512a\u5148\u5ea6\u3001\u7406\u7531\u3001\u4e0b\u66f8\u304d |\n\n**\u5fdc\u52df\u8005\u53f0\u5e33\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u66f8\u304f\u306e\u306f\u3001\u78ba\u8a8d\u30ea\u30b9\u30c8\u3068\u70b9\u6570\u8868\u306e2\u3064\u306e\u30b7\u30fc\u30c8\u3060\u3051\u3067\u3059\u3002**\u6765\u305f\u304b\u3069\u3046\u304b\u306e\u8a18\u9332\u306f\u3001\u7fcc\u65e5\u306b\u62c5\u5f53\u8005\u304c\u53f0\u5e33\u3078\u5165\u308c\u307e\u3059\u3002**\n\n**1\u56de\u306e\u5b9f\u884c\u306f6\u5206\u307e\u3067**\u3068\u3044\u3046\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u3002\u7fcc\u65e5\u306e\u9762\u63a5\u304c20\u4ef6\u306a\u3089\u5206\u985e\u3068\u4e0b\u66f8\u304d\u306740\u56de\u306e\u547c\u3073\u51fa\u3057\u306b\u306a\u308a\u30011\u4ef6\u305a\u3064\u5f85\u3064\u30686\u5206\u306b\u8fd1\u3065\u304d\u307e\u3059\u3002**\u547c\u3073\u51fa\u3057\u306f `fetchAll` \u3067\u307e\u3068\u3081\u3066\u9001\u308a\u3001\u7d42\u308f\u3089\u306a\u304b\u3063\u305f\u5206\u306f\u6b21\u306e\u5b9f\u884c\u306b\u56de\u3057\u307e\u3059\u3002** \u30c8\u30ea\u30ac\u30fc\u306e\u5408\u8a08\u5b9f\u884c\u6642\u9593\u306f Google Workspace \u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u30671\u65e56\u6642\u9593\u3067\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u624b\u3092\u304b\u3051\u308b\u306e\u306f\u3001A\u306e\u4eba\u3078\u306e\u96fb\u8a71\u3068\u3001\u4e0b\u66f8\u304d\u306e\u78ba\u8a8d\u3067\u3059\u3002**\n\n1. **A\u306e\u4eba\u306b\u96fb\u8a71\u3092\u304b\u3051\u308b** \u2026 \u8981\u70b9\u3092\u898b\u306a\u304c\u3089\u3001\u65e5\u6642\u3068\u5834\u6240\u3092\u78ba\u304b\u3081\u3001\u4e0d\u5b89\u304c\u3042\u308c\u3070\u805e\u304d\u307e\u3059\n2. **\u6765\u3089\u308c\u306a\u3044\u3068\u5206\u304b\u3063\u305f\u3089\u65e5\u7a0b\u3092\u7d44\u307f\u76f4\u3059** \u2026 \u7a7a\u3044\u305f\u67a0\u306f\u3001\u9762\u63a5\u3092\u5f85\u3063\u3066\u3044\u308b\u5225\u306e\u5fdc\u52df\u8005\u306b\u6848\u5185\u3057\u307e\u3059\n3. **B\u30fbC\u306e\u4e0b\u66f8\u304d\u3092\u78ba\u304b\u3081\u3066\u9001\u308b** \u2026 \u65e5\u6642\u3068\u5834\u6240\u304c\u53f0\u5e33\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u5fc5\u305a\u898b\u307e\u3059\n4. **\u7d50\u679c\u306e\u5217\u306b\u8a18\u5165\u3059\u308b** \u2026 \u96fb\u8a71\u304c\u3064\u306a\u304c\u3063\u305f\u304b\u3001\u65e5\u7a0b\u3092\u5909\u3048\u305f\u304b\u3001\u8f9e\u9000\u306e\u9023\u7d61\u304c\u3042\u3063\u305f\u304b\n\n**\u4e0b\u66f8\u304d\u306e\u65e5\u6642\u306e\u78ba\u8a8d\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u65e5\u7a0b\u5909\u66f4\u306e\u76f4\u5f8c\u306f\u3001\u53f0\u5e33\u3068Gmail\u306e\u6700\u65b0\u306e\u3084\u308a\u53d6\u308a\u304c\u98df\u3044\u9055\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u53e4\u3044\u65e5\u6642\u306e\u78ba\u8a8d\u3092\u9001\u308b\u3068\u3001\u305d\u308c\u304c\u539f\u56e0\u3067\u6765\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001400\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef61.5\u5206\u3067\u3059\u3002** C\u306e\u4eba\u306f\u4e0b\u66f8\u304d\u306e\u65e5\u6642\u3092\u78ba\u304b\u3081\u3066\u9001\u308b\u3060\u3051\u30671\u5206\u304b\u304b\u3089\u305a\u3001B\u306f\u6587\u9762\u3092\u8aad\u3093\u3067\u76f4\u3059\u306e\u30672\u5206\u524d\u5f8c\u3067\u3059\u3002**A\u306e\u96fb\u8a71\u306e\u6642\u9593\u306f\u3053\u306e1.5\u5206\u306b\u542b\u3081\u3066\u3044\u307e\u305b\u3093**\uff08\u7b2c10\u7ae0\uff09\u3002\n\n**\u70b9\u6570\u3068\u62c5\u5f53\u8005\u306e\u611f\u899a\u304c\u9055\u3046\u3068\u304d\u306f\u3001\u62c5\u5f53\u8005\u306e\u5224\u65ad\u3092\u512a\u5148\u3057\u307e\u3059\u3002** B\u3084C\u306e\u4eba\u3067\u3082\u3001\u6c17\u306b\u306a\u308c\u3070\u96fb\u8a71\u3092\u304b\u3051\u307e\u3059\u3002**\u305d\u306e\u3068\u304d\u306f\u7d50\u679c\u306e\u5217\u306b\u300c\u62c5\u5f53\u8005\u306e\u5224\u65ad\u3067\u96fb\u8a71\u300d\u3068\u6b8b\u3057\u307e\u3059\u3002** \u70b9\u6570\u8868\u3092\u4f5c\u308a\u76f4\u3059\u3068\u304d\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| Gmail\u306b\u3084\u308a\u53d6\u308a\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u300c\u3084\u308a\u53d6\u308a\u306a\u3057\u300d\u3068\u3057\u3066\u512a\u5148\u5ea6\u3092A\u306b\u3059\u308b |\n| \u751f\u6210AI\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3059\u308b | \u5206\u985e\u306a\u3057\u3067\u70b9\u6570\u3092\u51fa\u3057\u3001\u7406\u7531\u306e\u5217\u306b\u300c\u6587\u9762\u672a\u78ba\u8a8d\u300d\u3068\u51fa\u3059 |\n| `evidence` \u304c\u672c\u6587\u306b\u7121\u3044 | \u305d\u306e\u5206\u985e\u3092\u6368\u3066\u308b |\n| 6\u5206\u306e\u5236\u9650\u306b\u5c4a\u3044\u305f | \u6b8b\u308a\u3092\u6b21\u306e\u5b9f\u884c\u306b\u56de\u3057\u3001\u78ba\u8a8d\u30ea\u30b9\u30c8\u306b\u300c\u51e6\u7406\u4e2d\u300d\u3068\u51fa\u3059 |\n| \u904e\u53bb\u306e\u4ef6\u6570\u304c\u5c11\u306a\u3044\u533a\u5206 | \u70b9\u6570\u8868\u30670\u70b9\u3068\u3057\u3066\u6271\u3044\u3001\u4f5c\u308a\u76f4\u3057\u307e\u3067\u4f7f\u308f\u306a\u3044 |\n| \u5f53\u65e5\u306b\u65e5\u7a0b\u5909\u66f4\u306e\u9023\u7d61\u304c\u6765\u305f | \u78ba\u8a8d\u30ea\u30b9\u30c8\u3092\u624b\u3067\u76f4\u3059\u3002**\u7fcc\u65e5\u5206\u306e\u4e0b\u66f8\u304d\u306f\u4f5c\u308a\u76f4\u3055\u306a\u3044** |\n| \u30c8\u30ea\u30ac\u30fc\u304c\u6b62\u307e\u3063\u3066\u3044\u308b | \u4f5c\u6210\u8005\u306b\u901a\u77e5\u306e\u30e1\u30fc\u30eb\u304c\u5c4a\u304f\u3002\u5171\u6709\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u53d7\u4fe1\u7bb1\u3092\u6bce\u65e5\u898b\u308b |\n\n**1\u884c\u76ee\u3067A\u306b\u3059\u308b\u306e\u306f\u3001\u3084\u308a\u53d6\u308a\u304c\u7121\u3044\u3053\u3068\u81ea\u4f53\u304c\u624b\u304c\u304b\u308a\u3060\u304b\u3089\u3067\u3059\u3002** \u6c42\u4eba\u5a92\u4f53\u306e\u753b\u9762\u3060\u3051\u3067\u65e5\u7a0b\u304c\u6c7a\u307e\u3063\u305f\u4eba\u306f\u3001**\u3053\u3061\u3089\u306e\u30e1\u30fc\u30eb\u3092\u4e00\u5ea6\u3082\u898b\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u78ba\u8a8d\u30ea\u30b9\u30c8\u306e\u5168\u884c\uff08\u70b9\u6570\u3001\u7406\u7531\u3001\u6839\u62e0\u3001\u512a\u5148\u5ea6\u3001\u4e0b\u66f8\u304d\uff09\u3092\u65e5\u4ed8\u3054\u3068\u306b\u6b8b\u3059\n- \u751f\u6210AI\u306b\u6e21\u3057\u305f\u672c\u6587\uff08\u4f0f\u305b\u5b57\u306e\u5f8c\uff09\u3068\u3001\u8fd4\u3063\u3066\u304d\u305fJSON\n- \u62c5\u5f53\u8005\u306e\u7d50\u679c\u306e\u8a18\u5165\u3068\u3001\u300c\u62c5\u5f53\u8005\u306e\u5224\u65ad\u3067\u96fb\u8a71\u300d\u306e\u8a18\u9332\n- \u7fcc\u65e5\u306e\u9762\u63a5\u306e\u7d50\u679c\uff08\u6765\u305f\u30fb\u4e8b\u524d\u306b\u8f9e\u9000\u30fb\u5f53\u65e5\u8f9e\u9000\u30fb\u7121\u65ad\u6b20\u5e2d\uff09\n- \u70b9\u6570\u8868\u306e\u7248\u3068\u3001\u4f5c\u308a\u76f4\u3057\u305f\u65e5\n\n**4\u3064\u76ee\u30681\u3064\u76ee\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u8a18\u9332\u3067\u3059\u3002** A\u306e\u4eba\u3068C\u306e\u4eba\u3067\u3001\u5b9f\u969b\u306b\u6765\u306a\u304b\u3063\u305f\u5272\u5408\u304c\u3069\u308c\u3060\u3051\u9055\u3046\u304b\u3092\u6708\u306b1\u56de\u898b\u307e\u3059\u3002**\u5dee\u304c\u7121\u3051\u308c\u3070\u3001\u70b9\u6570\u8868\u304c\u5f53\u305f\u3063\u3066\u3044\u307e\u305b\u3093\u3002**","minimal_setup":"1. \u904e\u53bb3\u304b\u6708\u306e\u9762\u63a5\u306e\u7d50\u679c\u3092\u53f0\u5e33\u304b\u3089\u629c\u304d\u51fa\u3059\uff08\u6765\u305f\u30fb\u5f53\u65e5\u8f9e\u9000\u30fb\u7121\u65ad\u6b20\u5e2d\u3092\u5206\u3051\u308b\uff09\n2. \u7b2c7\u7ae0\u306e6\u3064\u306e\u6570\u3048\u308b\u3082\u306e\u306e\u3046\u3061\u3001\u53f0\u5e33\u3060\u3051\u3067\u6570\u3048\u3089\u308c\u308b\u3082\u306e\uff08\u65e5\u7a0b\u5909\u66f4\u3001\u5fdc\u52df\u7d4c\u8def\u3001\u5fdc\u52df\u304b\u3089\u9762\u63a5\u307e\u3067\u306e\u65e5\u6570\uff09\u3092\u5217\u306b\u3059\u308b\n3. \u533a\u5206\u3054\u3068\u306b\u3001\u6765\u306a\u304b\u3063\u305f\u4eba\u306e\u5272\u5408\u3092\u51fa\u3059\n4. \u5272\u5408\u306e\u9ad8\u3044\u533a\u5206\u306b\u5f53\u305f\u308b\u4eba\u3092\u3001\u6765\u9031\u306e\u9762\u63a5\u306e\u4e2d\u304b\u3089\u9078\u3076\n5. \u9078\u3093\u3060\u4eba\u306b\u3060\u3051\u96fb\u8a71\u3092\u304b\u3051\u3001\u305d\u308c\u4ee5\u5916\u306f\u4eca\u307e\u3067\u3069\u304a\u308a\u30e1\u30fc\u30eb\u3092\u9001\u308b\n6. \u7fcc\u9031\u3001\u96fb\u8a71\u3092\u304b\u3051\u305f\u4eba\u3068\u305d\u3046\u3067\u306a\u3044\u4eba\u3067\u3001\u6765\u306a\u304b\u3063\u305f\u5272\u5408\u3092\u6bd4\u3079\u308b\n\n**\u3053\u3053\u307e\u3067\u751f\u6210AI\u3092\u4f7f\u3063\u3066\u3044\u307e\u305b\u3093\u3002** \u5148\u306b\u78ba\u304b\u3081\u308b\u306e\u306f\u3001**\u53f0\u5e33\u306e\u6570\u5b57\u3060\u3051\u3067\u6765\u306a\u3044\u4eba\u306b\u5dee\u304c\u51fa\u308b\u304b\u3069\u3046\u304b**\u3067\u3059\u3002\u5dee\u304c\u51fa\u306a\u3051\u308c\u3070\u3001\u6587\u9762\u3092\u8aad\u307e\u305b\u3066\u3082\u70b9\u6570\u306f\u5f53\u305f\u308a\u307e\u305b\u3093\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u533a\u5206\u306b\u3088\u3063\u3066\u6765\u306a\u304b\u3063\u305f\u5272\u5408\u304c\u306f\u3063\u304d\u308a\u9055\u3046 | **\u70b9\u6570\u8868\u3092\u4f5c\u308a\u3001Apps Script \u306b\u9032\u3080** |\n| \u9055\u3044\u306f\u3042\u308b\u304c\u3001\u4ef6\u6570\u304c\u5c11\u306a\u304f\u3066\u3076\u308c\u308b | \u533a\u5206\u3092\u307e\u3068\u3081\u3066\u7c97\u304f\u3059\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u6765\u305f\u304b\u3069\u3046\u304b\u306e\u8a18\u9332\u304c\u629c\u3051\u3066\u3044\u308b | **\u8a18\u9332\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u5931\u6557\u3067\u306f\u306a\u304f\u3001**\u7d50\u679c\u3092\u8a18\u9332\u3057\u3066\u3044\u306a\u304b\u3063\u305f\u3053\u3068\u304c\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002** \u305d\u306e\u5834\u5408\u306f\u30011\u304b\u6708\u3060\u3051\u7d50\u679c\u30924\u3064\u306b\u5206\u3051\u3066\u8a18\u9332\u3057\u3066\u304b\u3089\u59cb\u3081\u307e\u3059\u3002\u5404\u65bd\u8a2d\u306e\u9762\u63a5\u5b98\u306b\u3001\u9762\u63a5\u306e\u5f53\u65e5\u4e2d\u306b\u53f0\u5e33\u3078\u5165\u308c\u3066\u3082\u3089\u3046\u6d41\u308c\u3092\u5148\u306b\u4f5c\u308a\u307e\u3059\u3002","minimal_setup_short":"\u53f0\u5e33\u306e\u6570\u5b57\u3060\u3051\u3067\u533a\u5206\u3054\u3068\u306e\u5272\u5408\u3092\u51fa\u3057\u3001\u96fb\u8a71\u3092\u304b\u3051\u308b\u4eba\u3092\u624b\u3067\u9078\u3076 \uff0f \u512a\u5148\u5ea6\u306e\u76ee\u5b89","semi_auto_setup":"\u4e0a\u8a18\uff0bApps Script \u3067Gmail\u306e\u3084\u308a\u53d6\u308a\u3092\u6570\u3048\u3001\u751f\u6210AI\u3067\u6587\u9762\u3092\u5206\u985e\u3057\u3001\u78ba\u8a8d\u30ea\u30b9\u30c8\u3068\u4e0b\u66f8\u304d\u3092\u4f5c\u308b \uff0f \u512a\u5148\u5ea6\u3001\u7406\u7531\u3001\u4e0b\u66f8\u304d\u306e\u4f5c\u6210","full_setup":"\u4e0a\u8a18\uff0b\u70b9\u6570\u8868\u306e\u6708\u6b21\u306e\u4f5c\u308a\u76f4\u3057\u3092\u81ea\u52d5\u5316\u3057\u3001\u7a7a\u3044\u305f\u67a0\u306b\u5225\u306e\u5fdc\u52df\u8005\u3092\u6848\u5185\u3059\u308b\u4e0b\u66f8\u304d\u307e\u3067\u4f5c\u308b \uff0f \u78ba\u8a8d\u306e\u6e96\u5099\u3068\u3001\u67a0\u306e\u5165\u308c\u66ff\u3048\u306e\u6e96\u5099","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef66\u5206\u304c1.5\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u53f0\u5e33\u3068Gmail\u3092\u958b\u3044\u3066\u69d8\u5b50\u3092\u78ba\u304b\u3081\u308b\u4f5c\u696d\u304c\u306a\u304f\u306a\u308a\u3001**\u4eba\u306e\u4ed5\u4e8b\u306f\u78ba\u8a8d\u30ea\u30b9\u30c8\u3092\u8aad\u3080\u3053\u3068\u3068\u3001\u4e0b\u66f8\u304d\u3092\u78ba\u304b\u3081\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u3067\u8db3\u3059\u306e\u306f\u3001\u6765\u3089\u308c\u306a\u3044\u4eba\u304c\u51fa\u305f\u3068\u304d\u306e\u624b\u5f53\u3066\u3067\u3059\u3002** \u7a7a\u3044\u305f\u67a0\u306b\u5165\u308c\u3089\u308c\u308b\u5fdc\u52df\u8005\u3092\u53f0\u5e33\u304b\u3089\u63a2\u3057\u3001\u6848\u5185\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308a\u307e\u3059\u3002**\u534a\u81ea\u52d5\u5316\u306e\u904b\u7528\u3067\u3001\u524d\u65e5\u306b\u8f9e\u9000\u306e\u9023\u7d61\u304c\u3069\u308c\u3060\u3051\u53d6\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u304b\u3092\u898b\u3066\u304b\u3089\u9032\u307f\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u70b9\u6570\u3092\u751f\u6210AI\u306b\u51fa\u3055\u305b\u3066\u3057\u307e\u3046 | \u70b9\u6570\u306f\u70b9\u6570\u8868\u3067\u8a08\u7b97\u3059\u308b\u3002**AI\u306f\u5206\u985e\u307e\u3067** |\n| \u5c5e\u6027\u306e\u60c5\u5831\u304c\u70b9\u6570\u306b\u5165\u308a\u8fbc\u3080 | \u8aad\u307f\u8fbc\u3080\u5217\u3092\u6c7a\u3081\u3001**\u53f0\u5e33\u306e\u5c5e\u6027\u306e\u5217\u306f\u8aad\u307e\u306a\u3044** |\n| \u5206\u985e\u306e\u6839\u62e0\u304c\u672c\u6587\u306b\u7121\u3044 | `evidence` \u3092\u672c\u6587\u3068\u7167\u5408\u3057\u3001\u7121\u3051\u308c\u3070\u6368\u3066\u308b |\n| \u70b9\u6570\u3060\u3051\u304c\u4e26\u3093\u3067\u4f7f\u308f\u308c\u306a\u3044 | \u7406\u7531\u3068\u6839\u62e0\u306e\u5217\u3092\u5fc5\u305a\u51fa\u3059 |\n| \u533a\u5206\u3092\u7d30\u304b\u304f\u5206\u3051\u3059\u304e\u308b | \u904e\u53bb\u306e\u4ef6\u6570\u304c\u5c11\u306a\u3044\u533a\u5206\u306f\u4f7f\u308f\u306a\u3044 |\n| 6\u5206\u306e\u5236\u9650\u3067\u6b62\u307e\u308b | `fetchAll` \u3067\u307e\u3068\u3081\u3001\u6b8b\u308a\u306f\u6b21\u306e\u5b9f\u884c\u3078 |\n| \u62c5\u5f53\u8005\u306e\u7570\u52d5\u3067\u30c8\u30ea\u30ac\u30fc\u304c\u6b62\u307e\u308b | \u5171\u6709\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u4f5c\u308b |\n| \u65e5\u7a0b\u5909\u66f4\u306e\u76f4\u5f8c\u306b\u53e4\u3044\u65e5\u6642\u3067\u78ba\u8a8d\u3059\u308b | \u9001\u308b\u524d\u306b\u53f0\u5e33\u3068\u7167\u3089\u3059 |\n| \u5ff5\u62bc\u3057\u306e\u6587\u9762\u3067\u6765\u306a\u304f\u306a\u308b | \u65e5\u7a0b\u3092\u5909\u3048\u3089\u308c\u308b\u3053\u3068\u3092\u4f1d\u3048\u308b |\n| \u65bd\u8a2d\u306e\u9762\u63a5\u5b98\u306b\u70b9\u6570\u304c\u4f1d\u308f\u308b | \u78ba\u8a8d\u30ea\u30b9\u30c8\u3092\u672c\u90e8\u3060\u3051\u304c\u958b\u3051\u308b\u30b7\u30fc\u30c8\u306b\u7f6e\u304f |\n| \u7e41\u5fd9\u671f\u3068\u9591\u6563\u671f\u3067\u5f53\u305f\u308a\u65b9\u304c\u5909\u308f\u308b | \u67081\u56de\u306e\u4f5c\u308a\u76f4\u3057\u3067\u3001\u76f4\u8fd1\u306e\u671f\u9593\u306e\u7d50\u679c\u3092\u4f7f\u3046 |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u3001\u898b\u8fbc\u307f\u304c\u300c\u4eba\u3092\u9078\u3076\u9053\u5177\u300d\u306b\u5909\u308f\u3063\u3066\u3057\u307e\u3046\u5165\u53e3\u3067\u3059\u3002**\u70b9\u6570\u306f\u8a08\u7b97\u3067\u3001\u4f7f\u3046\u60c5\u5831\u306f\u884c\u52d5\u3060\u3051\u3001\u3068\u3044\u3046\u7dda\u3092\u6700\u521d\u306b\u5f15\u304d\u307e\u3059\u3002**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u904b\u7528\u3092\u59cb\u3081\u3066\u6570\u304b\u6708\u305f\u3063\u3066\u304b\u3089\u52b9\u3044\u3066\u304d\u307e\u3059\u3002** \u70b9\u6570\u8868\u304c\u5f53\u305f\u3089\u306a\u304f\u306a\u3063\u3066\u3082\u3001\u78ba\u8a8d\u30ea\u30b9\u30c8\u306f\u6bce\u65e5\u540c\u3058\u9854\u3064\u304d\u3067\u51fa\u3066\u304d\u307e\u3059\u3002**A\u3068C\u306e\u5dee\u3092\u6bce\u6708\u6570\u3048\u3066\u3044\u306a\u3044\u3068\u3001\u5f53\u305f\u3089\u306a\u304f\u306a\u3063\u305f\u3053\u3068\u306b\u6c17\u3065\u3051\u307e\u305b\u3093\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5fdc\u52df\u8005\u306e\u6c0f\u540d\u3001\u9023\u7d61\u5148\u3001\u9078\u8003\u306e\u7d4c\u904e\u3001\u5fdc\u52df\u8005\u3068\u306e\u30e1\u30fc\u30eb\u306e\u672c\u6587\u3067\u3059\u3002\n\n1. **\u898b\u8fbc\u307f\u3092\u9078\u8003\u306b\u4f7f\u308f\u306a\u3044** \u2026 \u539a\u751f\u52b4\u50cd\u7701\u306f\u3001\u516c\u6b63\u306a\u63a1\u7528\u9078\u8003\u306b\u306f**\u5fdc\u52df\u8005\u306e\u9069\u6027\u3068\u80fd\u529b\u306b\u57fa\u3065\u3044\u305f\u57fa\u6e96\u3067\u884c\u3046\u3053\u3068**\u304c\u5fc5\u8981\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u6765\u306a\u3044\u304a\u305d\u308c\u306e\u70b9\u6570\u306f\u9069\u6027\u3067\u3082\u80fd\u529b\u3067\u3082\u3042\u308a\u307e\u305b\u3093\u3002**\u5408\u5426\u3001\u9762\u63a5\u306e\u53d6\u308a\u3084\u3081\u3001\u9762\u63a5\u306e\u9806\u756a\u306e\u5f8c\u56de\u3057\u306b\u4f7f\u308f\u306a\u3044\u3053\u3068\u3092\u3001\u904b\u7528\u306e\u6c7a\u307e\u308a\u3068\u3057\u3066\u66f8\u3044\u3066\u304a\u304d\u307e\u3059**\n2. **\u5c5e\u6027\u306e\u60c5\u5831\u3092\u8aad\u307e\u306a\u3044** \u2026 \u540c\u3058\u30da\u30fc\u30b8\u306f\u3001\u672c\u7c4d\u5730\u3084\u5bb6\u65cf\u306e\u8077\u696d\u306e\u3088\u3046\u306a**\u672c\u4eba\u306b\u8cac\u4efb\u306e\u306a\u3044\u4e8b\u9805**\u3001\u5b97\u6559\u3084\u652f\u6301\u653f\u515a\u306e\u3088\u3046\u306a**\u672c\u6765\u81ea\u7531\u3067\u3042\u308b\u3079\u304d\u4e8b\u9805**\u3092\u63a1\u7528\u306e\u57fa\u6e96\u306b\u3057\u306a\u3044\u3088\u3046\u6c42\u3081\u3001\u8077\u696d\u5b89\u5b9a\u6cd5\u306b\u3088\u308a\u793e\u4f1a\u7684\u5dee\u5225\u306e\u539f\u56e0\u3068\u306a\u308b\u304a\u305d\u308c\u306e\u3042\u308b\u500b\u4eba\u60c5\u5831\u306e\u53ce\u96c6\u306f\u539f\u5247\u3068\u3057\u3066\u8a8d\u3081\u3089\u308c\u3066\u3044\u306a\u3044\u3068\u3057\u3066\u3044\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u306f\u3001\u305d\u3082\u305d\u3082\u305d\u306e\u60c5\u5831\u3092\u8aad\u307f\u8fbc\u307f\u307e\u305b\u3093**\n3. **\u751f\u6210AI\u306b\u6e21\u3059\u672c\u6587\u3092\u7d5e\u308b** \u2026 \u5fdc\u52df\u8005\u304b\u3089\u306e\u672c\u6587\u3060\u3051\u3092\u3001\u96fb\u8a71\u756a\u53f7\u3084\u4f4f\u6240\u3092\u4f0f\u305b\u3066\u304b\u3089\u6e21\u3057\u307e\u3059\n4. **\u70b9\u6570\u3092\u5fdc\u52df\u8005\u306b\u898b\u305b\u306a\u3044\u3001\u65bd\u8a2d\u306b\u914d\u3089\u306a\u3044** \u2026 \u78ba\u8a8d\u30ea\u30b9\u30c8\u306f\u672c\u90e8\u306e\u63a1\u7528\u30c1\u30fc\u30e0\u3060\u3051\u304c\u958b\u3051\u308b\u30b7\u30fc\u30c8\u306b\u7f6e\u304d\u307e\u3059\u3002**\u65bd\u8a2d\u306e\u9762\u63a5\u5b98\u304c\u70b9\u6570\u3092\u898b\u308b\u3068\u3001\u9762\u63a5\u306e\u5370\u8c61\u306b\u97ff\u304d\u307e\u3059**\n5. **\u50ac\u4fc3\u306b\u3057\u306a\u3044** \u2026 \u4e0b\u66f8\u304d\u306e\u6587\u9762\u306f\u3001\u6765\u3089\u308c\u306a\u3044\u306a\u3089\u9023\u7d61\u3092\u304f\u3060\u3055\u3044\u3068\u3044\u3046\u6848\u5185\u306b\u3057\u307e\u3059\n6. **\u4fdd\u7ba1\u306e\u671f\u9593\u3092\u6c7a\u3081\u308b** \u2026 \u4e0d\u63a1\u7528\u30fb\u8f9e\u9000\u306b\u306a\u3063\u305f\u5fdc\u52df\u8005\u306e\u3084\u308a\u53d6\u308a\u3068\u70b9\u6570\u3092\u3001\u3044\u3064\u6d88\u3059\u304b\u3092\u5148\u306b\u6c7a\u3081\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u70b9\u6570\u306e\u9ad8\u3044\u4eba\u304c\u4e0d\u5229\u306b\u6271\u308f\u308c\u308b\u3053\u3068\u3068\u3001\u70b9\u6570\u306e\u4f4e\u3044\u4eba\u3078\u306e\u78ba\u8a8d\u304c\u624b\u8584\u306b\u306a\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u904b\u7528\u306e\u6c7a\u307e\u308a\u3067\u3001\u5f8c\u8005\u306f\u67081\u56de\u306e\u7d50\u679c\u3068\u306e\u7167\u5408\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u5ba2\u5ba4\u6e05\u6383\u30fb\u5bb4\u4f1a\u30fb\u30ec\u30b9\u30c8\u30e9\u30f3\u306a\u3069\u306e\u30d1\u30fc\u30c8\u30fb\u30a2\u30eb\u30d0\u30a4\u30c8\u3092\u901a\u5e74\u3067\u5927\u91cf\u306b\u63a1\u7528\u3057\u3066\u3044\u308b\u30db\u30c6\u30eb\u30fb\u65c5\u9928\u30c1\u30a7\u30fc\u30f3\u3084\u3001\u540c\u3058\u5f62\u306e\u63a1\u7528\u3092\u7d9a\u3051\u308b\u98f2\u98df\u30fb\u5c0f\u58f2\u30fb\u4ecb\u8b77\u30fb\u7269\u6d41\u306e\u4e8b\u696d\u8005\u3002\u9762\u63a5\u304c\u6708\u306b\u6570\u767e\u4ef6\u3042\u308a\u3001\u524d\u65e5\u306e\u78ba\u8a8d\u9023\u7d61\u3092\u63a1\u7528\u62c5\u5f53\u304c\u5168\u54e1\u306b\u540c\u3058\u3088\u3046\u306b\u9001\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u5fdc\u52df\u8005\u53f0\u5e33\u3092Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u6301\u3061\u3001\u5fdc\u52df\u8005\u3068\u306e\u3084\u308a\u53d6\u308a\u3092\u63a1\u7528\u7528\u306eGmail\u3067\u884c\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u9762\u63a5\u306b\u6765\u305f\u304b\u3069\u3046\u304b\u306e\u7d50\u679c\u3092\u8a18\u9332\u3057\u3066\u3044\u308b\uff08\u307e\u305f\u306f\u8a18\u9332\u3092\u59cb\u3081\u3089\u308c\u308b\uff09\u5834\u5408\u3002","not_recommended_for":"\u9762\u63a5\u304c\u6708\u306b\u6570\u5341\u4ef6\u3067\u3001\u62c5\u5f53\u8005\u304c\u5168\u54e1\u306b\u96fb\u8a71\u3067\u304d\u3066\u3044\u308b\u5834\u5408\u3002\u5fdc\u52df\u8005\u3068\u306e\u3084\u308a\u53d6\u308a\u304c\u6c42\u4eba\u5a92\u4f53\u306e\u753b\u9762\u306e\u4e2d\u3060\u3051\u3067\u884c\u308f\u308c\u3001\u8a18\u9332\u3092\u53d6\u308a\u51fa\u305b\u306a\u3044\u5834\u5408\u3002\u904e\u53bb\u306e\u9762\u63a5\u306e\u7d50\u679c\uff08\u6765\u305f\u30fb\u6765\u306a\u304b\u3063\u305f\uff09\u306e\u8a18\u9332\u304c\u7121\u304f\u3001\u4f5c\u308b\u4e88\u5b9a\u3082\u306a\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u5408\u5426\u3084\u9762\u63a5\u3092\u884c\u3046\u304b\u3069\u3046\u304b\u306e\u5224\u65ad\u306b\u3053\u306e\u898b\u8fbc\u307f\u3092\u4f7f\u3046\u3053\u3068\u306f\u60f3\u5b9a\u3057\u3066\u3044\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u7d50\u679c\u30924\u3064\u306b\u5206\u3051\u3066\u8a18\u9332\u3059\u308b**\n\n\u9762\u63a5\u306b\u6765\u305f\u30fb\u4e8b\u524d\u306b\u8f9e\u9000\u30fb\u5f53\u65e5\u8f9e\u9000\u30fb\u7121\u65ad\u6b20\u5e2d\u306e4\u3064\u3067\u3001\u53f0\u5e33\u306b\u8a18\u9332\u3059\u308b\u5217\u3092\u4f5c\u308a\u307e\u3059\u3002**\u904e\u53bb3\u304b\u6708\u5206\u306f\u3001\u5206\u304b\u308b\u7bc4\u56f2\u3067\u57cb\u3081\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a\u53f0\u5e33\u306e\u6570\u5b57\u3060\u3051\u3067\u5272\u5408\u3092\u51fa\u3059**\n\n\u65e5\u7a0b\u5909\u66f4\u306e\u56de\u6570\u3001\u5fdc\u52df\u7d4c\u8def\u3001\u5fdc\u52df\u304b\u3089\u9762\u63a5\u307e\u3067\u306e\u65e5\u6570\u3067\u533a\u5206\u3092\u4f5c\u308a\u3001\u6765\u306a\u304b\u3063\u305f\u5272\u5408\u3092\u51fa\u3057\u307e\u3059\u3002**\u533a\u5206\u306b\u3088\u3063\u3066\u5dee\u304c\u51fa\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u96fb\u8a71\u3092\u304b\u3051\u308b\u4eba\u3092\u9078\u3093\u3067\u8a66\u3059**\n\n\u5272\u5408\u306e\u9ad8\u3044\u533a\u5206\u306e\u4eba\u306b\u3060\u3051\u96fb\u8a71\u3092\u304b\u3051\u3001\u7fcc\u9031\u306b\u7d50\u679c\u3092\u6bd4\u3079\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001**\u53f0\u5e33\u304b\u3089\u8aad\u307e\u306a\u3044\u5217\u3068\u3001\u898b\u8fbc\u307f\u3092\u4f7f\u308f\u306a\u3044\u7528\u9014\u3092\u904b\u7528\u306e\u6c7a\u307e\u308a\u306b\u66f8\u304d\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1aApps Script \u3067\u78ba\u8a8d\u30ea\u30b9\u30c8\u3092\u4f5c\u308b**\n\nGmail\u306e\u3084\u308a\u53d6\u308a\u3092\u6570\u3048\u3001\u70b9\u6570\u8868\u3067\u512a\u5148\u5ea6\u3092\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u751f\u6210AI\u3092\u4f7f\u308f\u305a\u3001\u6570\u5b57\u3060\u3051\u306e\u78ba\u8a8d\u30ea\u30b9\u30c8\u30671\u9031\u9593\u56de\u3057\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u6587\u9762\u306e\u5206\u985e\u3068\u78ba\u8a8d\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef66\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u70b9\u6570\u8868\u3092\u6708\u306b1\u56de\u4f5c\u308a\u76f4\u3057\u3001A\u3068C\u3067\u6765\u306a\u304b\u3063\u305f\u5272\u5408\u306e\u5dee\u3092\u898b\u307e\u3059\u3002**\u5dee\u304c\u4fdd\u305f\u308c\u3001\u524d\u65e5\u306b\u8f9e\u9000\u306e\u9023\u7d61\u304c\u53d6\u308c\u308b\u4ef6\u6570\u304c\u5897\u3048\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0091","UC-0116","UC-0276","UC-0279"],"related_articles":[{"id":2156,"slug":"data-bunseki-ai-katsuyo","title":"\u30de\u30fc\u30b1\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306bAI\u3092\u6d3b\u304b\u3059\u65b9\u6cd5\uff5c\u96c6\u8a08\u304b\u3089\u793a\u5506\u51fa\u3057\u307e\u3067\u52b9\u7387\u5316"},{"id":3208,"slug":"churn-yosoku-ai","title":"\u89e3\u7d04\u4e88\u6e2c\uff08\u30c1\u30e3\u30fc\u30f3\u5206\u6790\uff09\u306b\u751f\u6210AI\u3092\u6d3b\u304b\u3059\u65b9\u6cd5\uff5c\u96e2\u8131\u306e\u5146\u3057\u3092\u5148\u56de\u308a"},{"id":5151,"slug":"ga4-yosoku-shihyo","title":"GA4\u306e\u4e88\u6e2c\u6307\u6a19\u306f\u4f7f\u3048\u308b\u304b\uff5c\u6761\u4ef6\u3068\u4ee3\u308f\u308a\u306e\u898b\u65b9"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\u304c\u6bce\u5206\u304b\u3089\u67081\u56de\u307e\u3067\u8a2d\u5b9a\u3067\u304d\u30019\u6642\u306e\u30c8\u30ea\u30ac\u30fc\u306a\u30899\u6642\u304b\u308910\u6642\u306e\u3042\u3044\u3060\u3067\u52d5\u304d\u3001\u305d\u306e\u6642\u523b\u304c\u65e5\u3054\u3068\u306b\u4fdd\u305f\u308c\u308b\u3053\u3068\u3002\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u578b\u306e\u30c8\u30ea\u30ac\u30fc\u304c\u4f5c\u6210\u8005\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u52d5\u304f\u3053\u3068\u3002\u5931\u6557\u6642\u306b\u4f5c\u6210\u8005\u3078\u901a\u77e5\u306e\u30e1\u30fc\u30eb\u304c\u5c4a\u304f\u3053\u3068 | [Google for Developers: Installable Triggers](https:\/\/developers.google.com\/apps-script\/guides\/triggers\/installable) | 2026-10-05 |\n| 1\u56de\u306e\u5b9f\u884c\u304c6\u5206\u307e\u3067\u3001\u30c8\u30ea\u30ac\u30fc\u306e\u5408\u8a08\u5b9f\u884c\u6642\u9593\u304c\u4e00\u822c90\u5206\uff0fWorkspace 6\u6642\u9593\u3001\u30c8\u30ea\u30ac\u30fc\u304c\u30b9\u30af\u30ea\u30d7\u30c8\u30fb\u30e6\u30fc\u30b6\u30fc\u3054\u3068\u306b20\u500b\u3001URL Fetch \u304c1\u65e520,000\u56de\uff0f100,000\u56de\u3067\u3042\u308b\u3053\u3068\u3002\u4e88\u544a\u306a\u304f\u5909\u308f\u308a\u3046\u308b\u3053\u3068 | [Google for Developers: Quotas for Google Services](https:\/\/developers.google.com\/apps-script\/guides\/services\/quotas) | 2026-10-05 |\n| `fetch`\uff0f`fetchAll` \u3068\u3001`method`\u30fb`contentType`\u30fb`headers`\u30fb`payload`\u30fb`muteHttpExceptions`\uff08`true` \u306a\u3089\u5931\u6557\u6642\u3082\u5fdc\u7b54\u3092\u8fd4\u3059\uff09 | [Google for Developers: Class UrlFetchApp](https:\/\/developers.google.com\/apps-script\/reference\/url-fetch\/url-fetch-app) | 2026-10-05 |\n| `GmailApp.search` \u304c\u691c\u7d22\u8a9e\u306b\u5f53\u305f\u308b\u30b9\u30ec\u30c3\u30c9\u3092\u8fd4\u3057\u3001\u30b9\u30ec\u30c3\u30c9\u304c\u5927\u304d\u3059\u304e\u308b\u3068\u5931\u6557\u3059\u308b\u305f\u3081\u958b\u59cb\u4f4d\u7f6e\u3068\u4ef6\u6570\u3092\u6307\u5b9a\u3059\u308b\u7248\u304c\u3042\u308b\u3053\u3068\u3002`getMessagesForThreads` \u304c\u30b9\u30ec\u30c3\u30c9\u3054\u3068\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u8fd4\u3059\u3053\u3068\u3002`createDraft` \u3067\u4e0b\u66f8\u304d\u3092\u4f5c\u308c\u3001\u30c6\u30ad\u30b9\u30c8\u304bHTML\u306e\u672c\u6587\u3001\u9001\u4fe1\u8005\u540d\u30fb\u8fd4\u4fe1\u5148\u306a\u3069\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068 | [Google for Developers: Class GmailApp](https:\/\/developers.google.com\/apps-script\/reference\/gmail\/gmail-app) | 2026-10-05 |\n| `GmailMessage` \u306e `getDate`\uff08\u65e5\u6642\uff09\u3001`getFrom`\uff08\u9001\u4fe1\u8005\uff09\u3001`getPlainBody`\uff08HTML\u3092\u9664\u3044\u305f\u672c\u6587\uff09 | [Google for Developers: Class GmailMessage](https:\/\/developers.google.com\/apps-script\/reference\/gmail\/gmail-message) | 2026-10-05 |\n| `response_format` \u306b `mime_type`\uff08`application\/json`\uff09\u3068\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3053\u3068\u3002`enum`\u30fb`required` \u304c\u4f7f\u3048\u308b\u3053\u3068\u3002\u62bd\u51fa\u3084\u5206\u985e\u304c\u7528\u9014\u306b\u6319\u304c\u308b\u3053\u3068\u3002\u5024\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u691c\u67fb\u3059\u3079\u304d\u3053\u3068 | [Google AI for Developers: Structured outputs](https:\/\/ai.google.dev\/gemini-api\/docs\/structured-output) | 2026-10-05 |\n| 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