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\u6bce\u56de\u540c\u3058\u524d\u7f6e\u304d\u306b\u306a\u308b\u306e\u3067\u3001\u5185\u5bb9\u3092\u5909\u3048\u305f\u3068\u304d\u306b\u3060\u3051\u5dee\u3057\u66ff\u3048\u307e\u3059\u3002**\u539f\u7a3f\u3092\u76f4\u3057\u305f\u65e5\u3068\u3001AI\u306b\u6e21\u3057\u305f\u7248\u306e\u756a\u53f7\u3092\u3001\u4f1a\u8a71\u306e\u8a18\u9332\u306b\u6b8b\u3057\u307e\u3059\u3002**","preprocessing":"1. **\u672c\u4eba\u306e\u78ba\u8a8d** \u2026 \u59d3\u3068\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u65e5\u3092\u5bbf\u6cca\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u7167\u5408\u3059\u308b\u30023\u56de\u7d9a\u3051\u3066\u4e00\u81f4\u3057\u306a\u3051\u308c\u3070\u3001\u30c1\u30e3\u30c3\u30c8\u3092\u6b62\u3081\u3066\u5185\u7dda\u756a\u53f7\u3092\u6848\u5185\u3059\u308b\n2. **\u7dca\u6025\u306e\u8a00\u8449\u306e\u5224\u5b9a** \u2026 \u300c\u706b\u4e8b\u300d\u300c\u7159\u300d\u300c\u5012\u308c\u305f\u300d\u300c\u6551\u6025\u300d\u300c\u8840\u300d\u300cfire\u300d\u300csmoke\u300d\u300cambulance\u300d\u306a\u3069\u306e\u4e00\u89a7\u306b\u5f53\u305f\u308c\u3070\u3001AI\u3092\u901a\u3055\u305a\u306b\u5185\u7dda\u756a\u53f7\u3092\u8868\u793a\u3057\u3001\u30d5\u30ed\u30f3\u30c8\u3078\u5373\u6642\u306b\u77e5\u3089\u305b\u308b\n3. **\u4f1a\u8a71\u306e\u9577\u3055\u306e\u6574\u7406** \u2026 \u540c\u3058\u6ede\u5728\u306e\u4f1a\u8a71\u306f\u3001\u76f4\u8fd1\u306e20\u5f80\u5fa9\u3068\u3001\u4f5c\u6210\u6e08\u307f\u306e\u4f9d\u983c\u7968\u306e\u4e00\u89a7\u3060\u3051\u3092\u6e21\u3059\u3002\u53e4\u3044\u3084\u308a\u53d6\u308a\u306f\u6e21\u3055\u306a\u3044\n4. **\u500b\u4eba\u60c5\u5831\u306e\u9664\u53bb** \u2026 \u5ba2\u304c\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u306e\u756a\u53f7\u3084\u96fb\u8a71\u756a\u53f7\u3092\u66f8\u304d\u8fbc\u3093\u3060\u5834\u5408\u306f\u3001AI\u3078\u6e21\u3059\u524d\u306b\u4f0f\u305b\u5b57\u306b\u3059\u308b\n5. **\u9023\u7d9a\u3057\u305f\u66f8\u304d\u8fbc\u307f\u306e\u307e\u3068\u3081** \u2026 \u6570\u79d2\u306e\u3046\u3061\u306b\u7d9a\u3051\u3066\u5c4a\u3044\u305f\u66f8\u304d\u8fbc\u307f\u306f\u30011\u3064\u306b\u307e\u3068\u3081\u3066\u304b\u3089\u6e21\u3059\n6. **\u7de0\u3081\u6642\u523b\u306e\u4ed8\u4e0e** \u2026 \u305d\u306e\u65e5\u306e\u6e05\u6383\u306e\u958b\u59cb\u6642\u523b\u3068\u3001\u300c\u6e05\u6383\u4e0d\u8981\u300d\u3092\u53d7\u3051\u3089\u308c\u308b\u7de0\u3081\u6642\u523b\u3092\u3001\u4f1a\u8a71\u306e\u524d\u63d0\u3068\u3057\u3066\u6e21\u3059\n\n**2\u756a\u76ee\u3092AI\u306e\u524d\u306b\u7f6e\u304f\u7406\u7531\u306f\u3001\u7b2c5\u7ae0\u3067\u8ff0\u3079\u305f\u3068\u304a\u308a\u3067\u3059\u3002** \u4e00\u89a7\u306b\u5f53\u305f\u3063\u305f\u3068\u304d\u306e\u8868\u793a\u306f\u3001\u8a00\u8a9e\u3054\u3068\u306b\u56fa\u5b9a\u306e\u6587\u9762\u306b\u3057\u307e\u3059\u3002**AI\u306e\u8fd4\u4e8b\u3092\u5f85\u3064\u6570\u79d2\u3082\u3001\u7dca\u6025\u306e\u5834\u9762\u3067\u306f\u5f85\u305f\u305b\u307e\u305b\u3093\u3002**\n\n**4\u756a\u76ee\u3082\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u30ab\u30fc\u30c9\u306e\u756a\u53f7\u3054\u3068\u66f8\u304d\u8fbc\u3080\u5ba2\u306f\u5fc5\u305a\u51fa\u3066\u304d\u307e\u3059\u304c\u3001**\u756a\u53f7\u305d\u306e\u3082\u306e\u306fAI\u306b\u3082\u8a18\u9332\u306b\u3082\u8981\u308a\u307e\u305b\u3093\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u6848\u5185\u3067\u7b54\u3048\u308b\u3053\u3068\u3001\u624b\u914d\u306b\u8981\u308b\u60c5\u5831\u3092\u805e\u304d\u8fd4\u3059\u3053\u3068\u3001\u9053\u5177\u3092\u6b63\u3057\u304f\u9078\u3093\u3067\u547c\u3076\u3053\u3068\u3001\u306e3\u3064\u3067\u3059\u3002** \u9053\u5177\u306f\u6b21\u306e4\u3064\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002\n\n| \u9053\u5177 | \u547c\u3076\u5834\u9762 | \u5165\u529b\u306e\u4f8b |\n|:--|:--|:--|\n| `create_request_ticket` | \u54c1\u76ee\u3068\u6570\u304c\u56fa\u307e\u3063\u305f\u624b\u914d\u306e\u4f9d\u983c | \u90e8\u7f72\u3001\u54c1\u76ee\u3001\u6570\u3001\u5e0c\u671b\u306e\u6642\u9593\u5e2f\u3001\u5ba2\u306e\u88dc\u8db3 |\n| `set_cleaning_preference` | \u6e05\u6383\u306e\u8981\u5426\u3068\u6642\u9593\u306e\u5e0c\u671b | \u672c\u65e5\u4e0d\u8981\u3001\u6642\u9593\u3092\u305a\u3089\u3059\u3001\u30bf\u30aa\u30eb\u4ea4\u63db\u306e\u307f |\n| `get_ticket_status` | \u300c\u307e\u3060\u3067\u3059\u304b\u300d\u3078\u306e\u8fd4\u4e8b | \u4f9d\u983c\u756a\u53f7 |\n| `handoff_to_front` | AI\u304c\u7b54\u3048\u3066\u306f\u3044\u3051\u306a\u3044\u7528\u4ef6 | \u7406\u7531\u306e\u533a\u5206\u3001\u5ba2\u306e\u7528\u4ef6\u306e\u8981\u7d04 |\n\n**\u3069\u306e\u9053\u5177\u306e\u5165\u529b\u306b\u3082\u3001\u90e8\u5c4b\u756a\u53f7\u306e\u6b04\u304c\u3042\u308a\u307e\u305b\u3093\u3002** \u90e8\u5c4b\u756a\u53f7\u306f\u3001\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4f1a\u8a71\u306b\u7d50\u3073\u4ed8\u3044\u305f\u6ede\u5728\u306e\u60c5\u5831\u304b\u3089\u4ed8\u3051\u307e\u3059\u3002**AI\u304c\u90e8\u5c4b\u756a\u53f7\u3092\u66f8\u304f\u5834\u9762\u305d\u306e\u3082\u306e\u3092\u3001\u8a2d\u8a08\u304b\u3089\u6d88\u3057\u3066\u3044\u307e\u3059\u3002** \u5ba2\u304c\u300c1203\u53f7\u5ba4\u3067\u3059\u300d\u3068\u66f8\u3044\u3066\u3082\u3001\u4f9d\u983c\u7968\u306f\u4f1a\u8a71\u304c\u7d50\u3073\u4ed8\u3044\u305f\u90e8\u5c4b\u306b\u4ed8\u304d\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5230\u7740\u6642\u523b\u3092\u7d04\u675f\u3059\u308b | \u90e8\u7f72\u306e\u72b6\u6cc1\u3092\u77e5\u3089\u306a\u3044\u3002\u76ee\u5b89\u306f\u9053\u5177\u304c\u8fd4\u3057\u305f\u5024\u3060\u3051\u3092\u4f1d\u3048\u308b |\n| \u6599\u91d1\u3084\u7121\u6599\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b | \u54c1\u76ee\u306e\u8868\u3067\u6c7a\u3081\u308b\u3002\u8868\u306b\u7121\u3044\u3082\u306e\u306f\u30d5\u30ed\u30f3\u30c8\u3078 |\n| \u5ef6\u6cca\u30fb\u90e8\u5c4b\u66ff\u3048\u30fb\u652f\u6255\u3044\u3092\u53d7\u3051\u308b | \u4e88\u7d04\u3068\u4f1a\u8a08\u306e\u5909\u66f4\u306f\u4eba\u304c\u884c\u3046 |\n| \u82e6\u60c5\u306b\u8b1d\u7f6a\u3084\u88dc\u511f\u3092\u7533\u3057\u51fa\u308b | \u5bfe\u5fdc\u306e\u5e45\u306f\u30db\u30c6\u30eb\u304c\u6c7a\u3081\u308b\u3002\u30d5\u30ed\u30f3\u30c8\u3078\u5f15\u304d\u7d99\u3050 |\n| \u9928\u5185\u6848\u5185\u306b\u7121\u3044\u3053\u3068\u3092\u7b54\u3048\u308b | \u5206\u304b\u3089\u306a\u3044\u3068\u7b54\u3048\u3001\u5fc5\u8981\u306a\u3089\u30d5\u30ed\u30f3\u30c8\u3078 |\n| \u4f53\u8abf\u3084\u5b89\u5168\u306b\u3064\u3044\u3066\u52a9\u8a00\u3059\u308b | \u7dca\u6025\u306e\u5224\u5b9a\u3068\u30d5\u30ed\u30f3\u30c8\u3078\u306e\u5f15\u304d\u7d99\u304e\u306b\u56de\u3059 |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c\u3059\u3050\u306b\u304a\u6301\u3061\u3057\u307e\u3059\u300d\u306f\u81ea\u7136\u306a\u8fd4\u4e8b\u3067\u3001\u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070AI\u306f\u305d\u3046\u66f8\u304d\u307e\u3059\u3002**\u305d\u3057\u3066\u300120\u5206\u5f8c\u306b\u5c4a\u3044\u305f\u30bf\u30aa\u30eb\u306f\u300c\u3059\u3050\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u76ee\u5b89\u3092\u8a00\u3046\u306e\u306f\u9053\u5177\u306e\u7d50\u679c\u304c\u8fd4\u3063\u305f\u5f8c\u3060\u3051\u3001\u3068\u6307\u793a\u306b\u66f8\u304d\u307e\u3059\u3002\n\n**\u805e\u304d\u8fd4\u3057\u306f\u3001\u8db3\u308a\u306a\u3044\u9805\u76ee\u304c\u3042\u308b\u3068\u304d\u3060\u3051\u306b\u3057\u307e\u3059\u3002** Claude \u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u30c4\u30fc\u30eb\u306e\u5fc5\u9808\u306e\u9805\u76ee\u3092\u57cb\u3081\u308b\u3060\u3051\u306e\u60c5\u5831\u304c\u7121\u3044\u3068\u304d\u3001Claude Opus \u306f\u9805\u76ee\u304c\u8db3\u308a\u306a\u3044\u3053\u3068\u306b\u6c17\u3065\u3044\u3066\u805e\u304d\u8fd4\u3059\u53ef\u80fd\u6027\u304c\u9ad8\u304f\u3001Claude Sonnet \u306f\u805e\u304d\u8fd4\u3059\u3053\u3068\u3082\u3042\u308c\u3070\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u5024\u3092\u63a8\u6e2c\u3057\u3066\u57cb\u3081\u308b\u3053\u3068\u3082\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u63a8\u6e2c\u3067\u57cb\u3081\u3089\u308c\u3066\u306f\u56f0\u308b\u9805\u76ee\uff08\u6570\u30fb\u54c1\u76ee\uff09\u306f\u3001\u6307\u793a\u306e\u5074\u3067\u3082\u300c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u805e\u304d\u8fd4\u3059\u300d\u3068\u660e\u8a18\u3057\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5f53\u30db\u30c6\u30eb\u306e\u30b2\u30b9\u30c8\u30b5\u30fc\u30d3\u30b9\u306e\u30c1\u30e3\u30c3\u30c8\u4fc2\u3067\u3059\u3002\n\u6ede\u5728\u4e2d\u306e\u304a\u5ba2\u69d8\u306e\u4f9d\u983c\u306b\u3001\u4e0b\u306e\u3010\u9928\u5185\u6848\u5185\u3011\u3068\u3010\u54c1\u76ee\u3068\u6a19\u6e96\u6642\u9593\u306e\u8868\u3011\u3060\u3051\u3092\u4f7f\u3063\u3066\u5bfe\u5fdc\u3057\u307e\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n- \u304a\u5ba2\u69d8\u304c\u66f8\u3044\u305f\u8a00\u8a9e\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9928\u5185\u6848\u5185\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u306f\u3001\u305d\u306e\u307e\u307e\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9928\u5185\u6848\u5185\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u306f\u300c\u78ba\u8a8d\u3057\u3066\u3054\u9023\u7d61\u3057\u307e\u3059\u300d\u3068\u305b\u305a\u3001\n  \u5206\u304b\u3089\u306a\u3044\u3068\u4f1d\u3048\u3001\u5fc5\u8981\u306a\u3089 handoff_to_front \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8fd1\u96a3\u306e\u5e97\u306f\u3010\u8fd1\u96a3\u306e\u4e00\u89a7\u3011\u306b\u3042\u308b\u5e97\u3060\u3051\u3092\u6848\u5185\u3057\u3001\n  \u300c\u55b6\u696d\u6642\u9593\u306f\u5909\u308f\u3063\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u300d\u3092\u6dfb\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u624b\u914d\u306e\u4f9d\u983c\u3011\n- \u54c1\u76ee\u3068\u6570\u304c\u5206\u304b\u3063\u305f\u3089 create_request_ticket \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- \u54c1\u76ee\u30fb\u6570\u30fb\u5e0c\u671b\u306e\u6642\u9593\u5e2f\u306e\u3069\u308c\u304b\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u63a8\u6e2c\u305b\u305a\u306b\u805e\u304d\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u54c1\u76ee\u306e\u8868\u306b\u7121\u3044\u3082\u306e\u3001\u8868\u306e\u4e0a\u9650\u3092\u8d85\u3048\u308b\u6570\u3001\u6709\u6599\u3068\u66f8\u304b\u308c\u305f\u54c1\u76ee\u306f\u3001\n  \u4f9d\u983c\u7968\u306b\u305b\u305a handoff_to_front \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- \u90e8\u5c4b\u756a\u53f7\u3092\u5c0b\u306d\u305f\u308a\u3001\u66f8\u304d\u8fbc\u307e\u308c\u305f\u90e8\u5c4b\u756a\u53f7\u3092\u4f7f\u3063\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u90e8\u5c4b\u306f\u4ed5\u7d44\u307f\u306e\u5074\u3067\u6c7a\u307e\u3063\u3066\u3044\u307e\u3059\u3002\n\n\u3010\u7d04\u675f\u3057\u306a\u3044\u3053\u3068\u3011\n- \u5230\u7740\u306e\u6642\u523b\u3084\u6240\u8981\u6642\u9593\u306f\u3001\u9053\u5177\u306e\u7d50\u679c\u306b\u542b\u307e\u308c\u308b eta_minutes \u3060\u3051\u3092\u4f1d\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n  \u9053\u5177\u3092\u547c\u3076\u524d\u306b\u300c\u3059\u3050\u306b\u300d\u300c\u307e\u3082\u306a\u304f\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6599\u91d1\u3001\u7121\u6599\u304b\u3069\u3046\u304b\u3001\u88dc\u511f\u3001\u5272\u5f15\u306b\u3064\u3044\u3066\u3001\u8868\u306b\u7121\u3044\u3053\u3068\u3092\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5ef6\u6cca\u3001\u90e8\u5c4b\u66ff\u3048\u3001\u652f\u6255\u3044\u3001\u82e6\u60c5\u3001\u5fd8\u308c\u7269\u3001\u4f53\u8abf\u3084\u5b89\u5168\u306b\u95a2\u308f\u308b\u76f8\u8ac7\u306f\u3001\n  \u5185\u5bb9\u3092\u77ed\u304f\u307e\u3068\u3081\u3066 handoff_to_front \u3092\u547c\u3073\u3001\u30d5\u30ed\u30f3\u30c8\u304c\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u3092\u4f1d\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u6e05\u6383\u3011\n- \u300c\u4eca\u65e5\u306f\u6383\u9664\u306f\u3044\u3089\u306a\u3044\u300d\u300c\u3042\u3068\u3067\u6765\u3066\u307b\u3057\u3044\u300d\u306f set_cleaning_preference \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- \u3010\u672c\u65e5\u306e\u7de0\u3081\u6642\u523b\u3011\u3092\u904e\u304e\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u53d7\u3051\u3089\u308c\u306a\u3044\u3053\u3068\u3092\u4f1d\u3048\u3001\n  handoff_to_front \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u9053\u5177\u304c\u5931\u6557\u3057\u305f\u3068\u304d\u3011\n- \u7d50\u679c\u306b is_error \u304c\u542b\u307e\u308c\u3066\u3044\u305f\u3089\u3001\u4f9d\u983c\u304c\u767b\u9332\u3067\u304d\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u6b63\u76f4\u306b\u4f1d\u3048\u3001\n  \u5185\u7dda\u756a\u53f7 {front_extension} \u3092\u6848\u5185\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u767b\u9332\u3067\u304d\u305f\u3088\u3046\u306b\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u9928\u5185\u6848\u5185\u3011{guide_text}\uff08\u7248\uff1a{guide_version}\uff09\n\u3010\u54c1\u76ee\u3068\u6a19\u6e96\u6642\u9593\u306e\u8868\u3011{item_table}\n\u3010\u8fd1\u96a3\u306e\u4e00\u89a7\u3011{nearby_list}\uff08\u6700\u7d42\u78ba\u8a8d\u65e5\uff1a{nearby_checked}\uff09\n\u3010\u672c\u65e5\u306e\u7de0\u3081\u6642\u523b\u3011{cleaning_cutoff}\n\u3010\u3053\u306e\u6ede\u5728\u3067\u4f5c\u6210\u6e08\u307f\u306e\u4f9d\u983c\u3011{open_tickets}\n```\n\n**\u300c\u9053\u5177\u3092\u547c\u3076\u524d\u306b\u300e\u3059\u3050\u306b\u300f\u3068\u66f8\u304b\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u307b\u307c\u5fc5\u305a\u66f8\u304d\u307e\u3059\u3002** \u4f9d\u983c\u3092\u53d7\u3051\u305f\u76f4\u5f8c\u306e\u8fd4\u4e8b\u3068\u3057\u3066\u3001\u305d\u308c\u304c\u3044\u3061\u3070\u3093\u81ea\u7136\u3060\u304b\u3089\u3067\u3059\u3002**\u7981\u3058\u308b\u306e\u306f\u8a00\u3044\u56de\u3057\u3067\u306f\u306a\u304f\u3001\u6839\u62e0\u306e\u7121\u3044\u7d04\u675f\u3067\u3059\u3002**\n\n**\u300c\u767b\u9332\u3067\u304d\u305f\u3088\u3046\u306b\u66f8\u304b\u306a\u3044\u300d\u3082\u540c\u3058\u7406\u7531\u3067\u5165\u308c\u3066\u3044\u307e\u3059\u3002** Claude \u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u9053\u5177\u306e\u5b9f\u884c\u304c\u5931\u6557\u3057\u305f\u3068\u304d\u306b `is_error: true` \u3092\u4ed8\u3051\u3066\u8fd4\u3059\u3068\u3001Claude \u306f\u305d\u306e\u5931\u6557\u3092\u5ba2\u3078\u306e\u8fd4\u4e8b\u306b\u7e54\u308a\u8fbc\u3080\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u6307\u793a\u3067\u3082\u5ff5\u3092\u62bc\u3057\u3001\u767b\u9332\u3067\u304d\u306a\u304b\u3063\u305f\u4f9d\u983c\u3092\u300c\u627f\u308a\u307e\u3057\u305f\u300d\u3067\u7d42\u308f\u3089\u305b\u307e\u305b\u3093\u3002**","output_data":"**\u4f9d\u983c\u7968\u306e\u9053\u5177\u306f\u3001\u6b21\u306e\u5165\u529b\u30b9\u30ad\u30fc\u30de\u3067\u5b9a\u7fa9\u3057\u307e\u3059\u3002** `strict: true` \u3092\u4ed8\u3051\u3001\u3059\u3079\u3066\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b `additionalProperties: false` \u3092\u4ed8\u3051\u307e\u3059\u3002\n\n```json\n{\n  \"name\": \"create_request_ticket\",\n  \"strict\": true,\n  \"input_schema\": {\n    \"type\": \"object\",\n    \"properties\": {\n      \"department\": { \"type\": \"string\", \"enum\": [\"housekeeping\", \"engineering\"] },\n      \"item\": { \"type\": \"string\",\n        \"enum\": [\"bath_towel\", \"face_towel\", \"bath_mat\", \"toothbrush\", \"pillow\",\n                 \"blanket\", \"humidifier\", \"aircon_issue\", \"tv_issue\",\n                 \"water_issue\", \"light_issue\", \"other_issue\"] },\n      \"quantity\": { \"type\": \"integer\", \"enum\": [1, 2, 3, 4] },\n      \"time_window\": { \"type\": \"string\", \"enum\": [\"asap\", \"within_1h\", \"after_return\"] },\n      \"guest_note\": { \"type\": \"string\" },\n      \"guest_language\": { \"type\": \"string\" }\n    },\n    \"required\": [\"department\", \"item\", \"quantity\", \"time_window\", \"guest_note\", \"guest_language\"],\n    \"additionalProperties\": false\n  }\n}\n```\n\n**\u6570\u3092 `enum` \u30671\u304b\u30894\u306b\u9650\u3063\u3066\u3044\u308b\u306e\u306f\u3001`maximum` \u304c\u4f7f\u3048\u306a\u3044\u305f\u3081\u3067\u3059\u3002** 5\u679a\u4ee5\u4e0a\u306e\u4f9d\u983c\u306f\u3001\u3053\u306e\u9053\u5177\u3067\u306f\u66f8\u3051\u307e\u305b\u3093\u3002\u6307\u793a\u306e\u3068\u304a\u308a `handoff_to_front` \u306b\u56de\u308a\u307e\u3059\u3002\n\n**\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u767b\u9332\u3057\u305f\u7d50\u679c\u3092\u6b21\u306e\u5f62\u3067\u8fd4\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"ticket_id\": \"HK-1001-0347\",\n  \"status\": \"accepted\",\n  \"eta_minutes\": 20,\n  \"room\": \"\uff08\u4f1a\u8a71\u306b\u7d50\u3073\u4ed8\u3044\u305f\u90e8\u5c4b\u756a\u53f7\u3002AI\u3078\u306f\u8fd4\u3055\u306a\u3044\uff09\"\n}\n```\n\n**`room` \u3092\u8fd4\u3055\u306a\u3044\u306e\u306f\u3001AI\u306b\u90e8\u5c4b\u756a\u53f7\u3092\u66f8\u304b\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u5ba2\u3078\u306e\u8fd4\u4e8b\u306b\u90e8\u5c4b\u756a\u53f7\u306f\u8981\u308a\u307e\u305b\u3093\u3002`eta_minutes` \u306f\u54c1\u76ee\u306e\u8868\u306e\u6a19\u6e96\u6642\u9593\u3068\u3001\u305d\u306e\u90e8\u7f72\u306e\u672a\u51e6\u7406\u306e\u4ef6\u6570\u304b\u3089\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6c7a\u3081\u307e\u3059\u3002\n\n**JSON\u3067\u53d7\u3051\u53d6\u308b\u7406\u7531\u306f3\u3064\u3067\u3059\u3002** 1\u3064\u76ee\u306f\u3001**\u4f9d\u983c\u7968\u306e\u9805\u76ee\u304c\u90e8\u7f72\u306e\u4e00\u89a7\u306e\u5217\u3068\u305d\u306e\u307e\u307e\u5408\u3046**\u3053\u3068\u30022\u3064\u76ee\u306f\u3001**\u54c1\u76ee\u304c\u6c7a\u307e\u3063\u305f\u5024\u306a\u306e\u3067\u3001\u6708\u3054\u3068\u306b\u300c\u4f55\u304c\u591a\u3044\u304b\u300d\u3092\u6570\u3048\u3089\u308c\u308b**\u3053\u3068\u30023\u3064\u76ee\u306f\u3001**AI\u304c\u7b54\u3048\u305f\u6587\u3068\u3001\u4ed5\u7d44\u307f\u304c\u6c7a\u3081\u305f\u5024\u304c\u5206\u304b\u308c\u3066\u6b8b\u308b**\u3053\u3068\u3067\u3001\u5f8c\u304b\u3089\u300c\u8ab0\u304c\u7d04\u675f\u3057\u305f\u306e\u304b\u300d\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u30c1\u30e3\u30c3\u30c8\u306e\u753b\u9762 | \u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3068\u306e\u901a\u4fe1 | \u5ba2\u306e\u66f8\u304d\u8fbc\u307f\u3068AI\u306e\u8fd4\u4e8b\u306e\u3084\u308a\u53d6\u308a |\n| \u5bbf\u6cca\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u53c2\u7167\u306e\u307f | \u672c\u4eba\u306e\u78ba\u8a8d\u3001\u6ede\u5728\u671f\u9593\u3001\u8a00\u8a9e |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u5bfe\u8a71\u3068\u30c4\u30fc\u30eb\u306e\u547c\u3073\u51fa\u3057 |\n| \u4f9d\u983c\u7968\u306e\u4e00\u89a7 | \u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u66f8\u304d\u8fbc\u3080 | \u90e8\u5c4b\u756a\u53f7\u3092\u4ed8\u3051\u305f\u4f9d\u983c\u7968\u306e\u767b\u9332\u3068\u72b6\u6cc1\u306e\u66f4\u65b0 |\n| \u696d\u52d9\u7528\u30c1\u30e3\u30c3\u30c8 | \u90e8\u7f72\u3054\u3068\u306e\u30c1\u30e3\u30cd\u30eb\u3078\u306e\u6295\u7a3f | \u4f9d\u983c\u7968\u306e\u901a\u77e5\u3068\u3001\u300c\u53d7\u3051\u305f\u300d\u300c\u6e08\u3093\u3060\u300d\u306e\u8fd4\u4fe1 |\n| \u30d5\u30ed\u30f3\u30c8 | \u696d\u52d9\u7528\u30c1\u30e3\u30c3\u30c8\u3068\u4e00\u89a7\u306e\u753b\u9762 | \u5f15\u304d\u7d99\u304e\u3068\u3001\u6642\u9593\u304c\u904e\u304e\u305f\u4f9d\u983c\u306e\u78ba\u8a8d |\n\n**\u4f9d\u983c\u7968\u306e\u4e00\u89a7\u306b\u66f8\u304d\u8fbc\u3080\u306e\u306f\u3001\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3060\u3051\u3067\u3059\u3002** AI\u306f\u9053\u5177\u3092\u300c\u547c\u3076\u300d\u3060\u3051\u3067\u3001\u4e00\u89a7\u306b\u306f\u76f4\u63a5\u89e6\u308c\u307e\u305b\u3093\u3002\u90e8\u5c4b\u756a\u53f7\u306e\u4ed8\u4e0e\u3001\u4e0a\u9650\u306e\u78ba\u8a8d\u3001\u91cd\u8907\u306e\u78ba\u8a8d\u3092\u3001\u3059\u3079\u3066\u66f8\u304d\u8fbc\u3080\u524d\u306e1\u304b\u6240\u3067\u884c\u3048\u307e\u3059\u3002\n\n**\u90e8\u7f72\u306e\u8fd4\u4fe1\u306f\u3001\u696d\u52d9\u7528\u30c1\u30e3\u30c3\u30c8\u306e\u30dc\u30bf\u30f3\u304b\u6c7a\u307e\u3063\u305f\u8fd4\u4fe1\u3067\u53d7\u3051\u307e\u3059\u3002** \u300c\u53d7\u3051\u305f\u300d\u300c\u6e08\u3093\u3060\u300d\u306e2\u3064\u3060\u3051\u3067\u3059\u3002**\u5ba2\u304c\u300c\u307e\u3060\u3067\u3059\u304b\u300d\u3068\u66f8\u3044\u305f\u3068\u304d\u306b `get_ticket_status` \u304c\u8fd4\u3059\u306e\u306f\u3001\u3053\u306e\u8fd4\u4fe1\u306e\u72b6\u614b\u3067\u3059\u3002**","human_review":"**\u4f9d\u983c\u7968\u306f\u3001\u4eba\u306e\u627f\u8a8d\u3092\u631f\u307e\u305a\u306b\u90e8\u7f72\u3078\u5c4a\u3051\u307e\u3059\u3002** \u30bf\u30aa\u30eb\u3084\u6e05\u6383\u306e\u8981\u5426\u306f\u3001\u53d6\u308a\u9055\u3048\u3066\u3082\u6b21\u306e\u4f9d\u983c\u3067\u76f4\u305b\u308b\u7528\u4ef6\u3067\u3001\u627f\u8a8d\u3092\u631f\u3080\u3068\u9045\u308c\u306e\u307b\u3046\u304c\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001\u6b21\u306e3\u3064\u3060\u3051\u3067\u3059\u3002**\n\n1. **`handoff_to_front` \u3067\u5f15\u304d\u7d99\u304c\u308c\u305f\u4f1a\u8a71** \u2026 \u6599\u91d1\u30fb\u5ef6\u6cca\u30fb\u82e6\u60c5\u30fb\u5fd8\u308c\u7269\u30fb\u4f53\u8abf\u306e\u76f8\u8ac7\u3002**\u30d5\u30ed\u30f3\u30c8\u304c\u30c1\u30e3\u30c3\u30c8\u3067\u7d9a\u304d\u3092\u5f15\u304d\u53d6\u308b\u304b\u3001\u5185\u7dda\u3092\u304b\u3051\u308b**\n2. **\u53d7\u3051\u3089\u308c\u306a\u3044\u307e\u307e\u6642\u9593\u304c\u904e\u304e\u305f\u4f9d\u983c\u7968** \u2026 \u6a19\u6e96\u6642\u9593\u306e\u534a\u5206\u3092\u904e\u304e\u3066\u3082\u300c\u53d7\u3051\u305f\u300d\u304c\u7121\u3044\u3082\u306e\u3002**\u90e8\u7f72\u3078\u96fb\u8a71\u3067\u78ba\u304b\u3081\u308b**\n3. **\u7dca\u6025\u306e\u8a00\u8449\u306b\u5f53\u305f\u3063\u305f\u4f1a\u8a71** \u2026 \u5224\u5b9a\u304c\u7a7a\u632f\u308a\u3067\u3082\u3001\u5fc5\u305a\u30d5\u30ed\u30f3\u30c8\u304c\u5ba2\u5ba4\u3078\u9023\u7d61\u3059\u308b\n\n**2\u756a\u76ee\u3092\u4ed5\u7d44\u307f\u306b\u898b\u5f35\u3089\u305b\u308b\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u8981\u3067\u3059\u3002** \u4f9d\u983c\u7968\u304c\u90e8\u7f72\u3078\u5c4a\u3044\u305f\u3053\u3068\u3068\u3001\u90e8\u7f72\u304c\u52d5\u3044\u305f\u3053\u3068\u306f\u5225\u3067\u3059\u3002**\u300c\u53d7\u3051\u305f\u300d\u306e\u8fd4\u4fe1\u304c\u7121\u3044\u3082\u306e\u3092\u62fe\u3048\u3070\u3001\u7b2c3\u7ae0\u306e\uff08b\uff09\u306e\u629c\u3051\u304c\u3053\u3053\u3067\u6b62\u307e\u308a\u307e\u3059\u3002**\n\n**\u6700\u521d\u306e1\u304b\u6708\u306f\u3001\u5168\u90e8\u306e\u4f1a\u8a71\u3092\u30d5\u30ed\u30f3\u30c8\u304c\u7fcc\u671d\u306b\u8aad\u307f\u8fd4\u3057\u307e\u3059\u3002** AI\u304c\u7d04\u675f\u3092\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u8868\u306b\u7121\u3044\u3082\u306e\u3092\u4f9d\u983c\u7968\u306b\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u5f15\u304d\u7d99\u3050\u3079\u304d\u7528\u4ef6\u3092\u81ea\u5206\u3067\u7b54\u3048\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\u3002**\u8aad\u307f\u8fd4\u3059\u4ef6\u6570\u306f\u30012\u304b\u6708\u76ee\u304b\u30891\u5272\u306e\u629c\u304d\u53d6\u308a\u306b\u6e1b\u3089\u3057\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u672c\u4eba\u306e\u78ba\u8a8d\u3067\u4e00\u81f4\u3057\u306a\u3044 | 3\u56de\u3067\u6b62\u3081\u3001\u5185\u7dda\u756a\u53f7\u3092\u6848\u5185\u3059\u308b\u3002**\u7167\u5408\u306e\u5931\u6557\u306f\u3001\u30c1\u30a7\u30c3\u30af\u30a4\u30f3\u76f4\u5f8c\u306e\u767b\u9332\u306e\u9045\u308c\u3082\u7591\u3046** |\n| \u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u65e5\u3092\u904e\u304e\u305f\u4f1a\u8a71 | \u81ea\u52d5\u7684\u306b\u9589\u3058\u308b\u3002\u5ef6\u6cca\u306e\u5ba2\u306f\u3001\u30d5\u30ed\u30f3\u30c8\u304c\u5ef6\u6cca\u3092\u767b\u9332\u3057\u305f\u6642\u70b9\u3067\u958b\u304d\u76f4\u3059 |\n| \u54c1\u76ee\u306e\u8868\u306b\u7121\u3044\u4f9d\u983c | \u4f9d\u983c\u7968\u306b\u305b\u305a `handoff_to_front`\u3002**\u591a\u3044\u54c1\u76ee\u306f\u8868\u306b\u8db3\u3059\u5019\u88dc\u3068\u3057\u3066\u8a18\u9332\u3059\u308b** |\n| \u4e0a\u9650\u3092\u8d85\u3048\u308b\u6570 | \u30b9\u30ad\u30fc\u30de\u3067\u66f8\u3051\u306a\u3044\u305f\u3081\u3001\u5f15\u304d\u7d99\u304e\u306b\u56de\u308b |\n| \u4f9d\u983c\u7968\u306e\u767b\u9332\u306b\u5931\u6557\u3057\u305f | `is_error: true` \u3067\u8fd4\u3057\u3001\u5ba2\u306b\u5185\u7dda\u756a\u53f7\u3092\u6848\u5185\u3059\u308b\u3002**\u767b\u9332\u3067\u304d\u305f\u3088\u3046\u306b\u8fd4\u3055\u306a\u3044** |\n| \u540c\u3058\u4f9d\u983c\u304c\u7d9a\u3051\u3066\u5c4a\u304f | \u540c\u3058\u90e8\u5c4b\u30fb\u54c1\u76ee\u3067\u53d7\u4ed8\u4e2d\u306e\u3082\u306e\u304c\u3042\u308c\u3070\u3001\u65b0\u3057\u304f\u4f5c\u3089\u305a\u306b\u65e2\u5b58\u306e\u4f9d\u983c\u756a\u53f7\u3092\u8fd4\u3059 |\n| \u6e05\u6383\u306e\u7de0\u3081\u6642\u523b\u3092\u904e\u304e\u305f\u300c\u6e05\u6383\u4e0d\u8981\u300d | \u53d7\u3051\u3089\u308c\u306a\u3044\u3053\u3068\u3092\u4f1d\u3048\u3001\u30d5\u30ed\u30f3\u30c8\u3078\u5f15\u304d\u7d99\u3050 |\n| AI\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u5b9a\u578b\u306e\u6587\u9762\u3067\u5185\u7dda\u756a\u53f7\u3092\u8868\u793a\u3059\u308b\u3002**\u30c1\u30e3\u30c3\u30c8\u3060\u3051\u304c\u7a93\u53e3\u306b\u306a\u3089\u306a\u3044\u3088\u3046\u306b\u3059\u308b** |\n| \u5ba2\u304c\u4ed6\u306e\u90e8\u5c4b\u3084\u4ed6\u306e\u5ba2\u306e\u3053\u3068\u3092\u5c0b\u306d\u308b | \u9053\u5177\u304c\u305d\u306e\u60c5\u5831\u3092\u6301\u305f\u306a\u3044\u305f\u3081\u7b54\u3048\u3089\u308c\u306a\u3044\u3002\u5fc5\u8981\u306a\u3089\u30d5\u30ed\u30f3\u30c8\u3078 |\n\n**\u4e0a\u304b\u30895\u884c\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u5ba2\u306e\u4fe1\u983c\u306b\u3072\u3073\u304d\u307e\u3059\u3002** \u767b\u9332\u3067\u304d\u306a\u304b\u3063\u305f\u4f9d\u983c\u3092\u300c\u627f\u308a\u307e\u3057\u305f\u300d\u3068\u8fd4\u3059\u3068\u3001\u5ba2\u306f\u5f85\u3061\u7d9a\u3051\u307e\u3059\u3002**\u5931\u6557\u3092\u305d\u306e\u307e\u307e\u4f1d\u3048\u3066\u5185\u7dda\u306b\u623b\u3059\u307b\u3046\u304c\u3001\u7d50\u679c\u3068\u3057\u3066\u65e9\u304f\u5c4a\u304d\u307e\u3059\u3002**","log_storage":"- \u4f1a\u8a71\u306e\u5168\u6587\uff08\u5ba2\u306e\u66f8\u304d\u8fbc\u307f\u306f\u4f0f\u305b\u5b57\u306b\u3057\u305f\u5f8c\u306e\u3082\u306e\uff09\u3068\u3001\u8a00\u8a9e\u3001\u958b\u59cb\u3068\u7d42\u4e86\u306e\u6642\u523b\n- AI\u304c\u547c\u3093\u3060\u9053\u5177\u306e\u540d\u524d\u3068\u5165\u529b\u3001\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8fd4\u3057\u305f\u7d50\u679c\uff08`ticket_id`\u3001`eta_minutes`\uff09\n- \u4f9d\u983c\u7968\u3054\u3068\u306e\u300c\u53d7\u4ed8\u300d\u300c\u53d7\u3051\u305f\u300d\u300c\u6e08\u3093\u3060\u300d\u306e\u6642\u523b\u3068\u3001\u53d7\u3051\u305f\u62c5\u5f53\n- `handoff_to_front` \u306e\u7406\u7531\u306e\u533a\u5206\u3068\u3001\u30d5\u30ed\u30f3\u30c8\u304c\u5f15\u304d\u53d6\u3063\u305f\u6642\u523b\n- \u7dca\u6025\u306e\u8a00\u8449\u306e\u5224\u5b9a\u306b\u5f53\u305f\u3063\u305f\u8a18\u9332\u3068\u3001\u30d5\u30ed\u30f3\u30c8\u304c\u5ba2\u5ba4\u3078\u9023\u7d61\u3057\u305f\u6642\u523b\n- **\u305d\u306e\u3068\u304d\u6e21\u3057\u305f\u9928\u5185\u6848\u5185\u3068\u54c1\u76ee\u306e\u8868\u306e\u7248**\n- \u672c\u4eba\u306e\u78ba\u8a8d\u306e\u5931\u6557\u306e\u8a18\u9332\n\n**\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u6848\u5185\u306e\u539f\u7a3f\u304c\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u671d\u98df\u306e\u6642\u9593\u3092\u5909\u3048\u305f\u9031\u306b\u300c6\u6642\u534a\u304b\u3089\u300d\u3068\u7b54\u3048\u305f\u8a18\u9332\u304c\u3042\u3063\u305f\u3068\u304d\u3001**\u305d\u308c\u304cAI\u306e\u8aa4\u308a\u304b\u3001\u53e4\u3044\u539f\u7a3f\u306e\u305b\u3044\u304b\u3092\u3001\u7248\u3067\u5207\u308a\u5206\u3051\u307e\u3059\u3002**\n\n**\u4f1a\u8a71\u306e\u8a18\u9332\u306f\u3001\u6c7a\u3081\u305f\u671f\u9593\u3092\u904e\u304e\u305f\u3089\u6d88\u3057\u307e\u3059\u3002** \u54c1\u76ee\u3054\u3068\u306e\u4ef6\u6570\u3068\u5bfe\u5fdc\u6642\u9593\u3060\u3051\u3092\u3001\u6708\u3054\u3068\u306e\u96c6\u8a08\u3068\u3057\u3066\u6b8b\u3057\u307e\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":8,"assumption_frequency":1500,"assumption_workdays":30,"volume_month":1500,"before_minutes_per_case":6,"after_minutes_per_case":2,"hourly_cost":2500,"before_hours_month":150,"after_hours_month":50,"saved_hours_month":100,"reduction_rate":67,"saved_hours_year":1200,"annual_cost_effect":3000000,"summary":"\u5ba2\u5ba4\u306b\u7f6e\u3044\u305fQR\u30b3\u30fc\u30c9\u304b\u3089\u30c1\u30e3\u30c3\u30c8\u3092\u958b\u3044\u3066\u3082\u3089\u3044\u3001\u6ede\u5728\u4e2d\u306e\u5bbf\u6cca\u5ba2\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306bAI\u304c\u7b54\u3048\u307e\u3059\u3002\u6848\u5185\u3067\u6e08\u3080\u3082\u306e\u306f\u305d\u306e\u5834\u3067\u7b54\u3048\u3001\u30bf\u30aa\u30eb\u306e\u8ffd\u52a0\u3084\u5099\u54c1\u306e\u6545\u969c\u306e\u3088\u3046\u306b\u4eba\u306e\u624b\u914d\u304c\u8981\u308b\u3082\u306e\u306f\u3001\u90e8\u5c4b\u756a\u53f7\u3064\u304d\u306e\u4f9d\u983c\u7968\u306b\u3057\u3066\u62c5\u5f53\u306e\u90e8\u7f72\u3078\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u5bbf\u6cca\u5ba2\u304c\u5ba2\u5ba4\u306e\u5185\u7dda\u96fb\u8a71\u3067\u30d5\u30ed\u30f3\u30c8\u3092\u547c\u3076\n2. \u30d5\u30ed\u30f3\u30c8\u306e\u62c5\u5f53\u8005\u304c\u3001\u5230\u7740\u306e\u53d7\u4ed8\u306e\u5408\u9593\u306b\u96fb\u8a71\u3092\u53d6\u308b\u3002\u53d6\u308c\u306a\u3044\u3068\u304d\u306f\u3001\u5ba2\u306f\u9cf4\u3089\u3057\u76f4\u3059\u304b\u3001\u3042\u304d\u3089\u3081\u308b\n3. \u90e8\u5c4b\u756a\u53f7\u3092\u753b\u9762\u306e\u7740\u4fe1\u8868\u793a\u304b\u53e3\u982d\u3067\u78ba\u304b\u3081\u3001\u7528\u4ef6\u3092\u805e\u304d\u53d6\u308b\n4. \u6848\u5185\u3067\u6e08\u3080\u3082\u306e\u306f\u3001\u9928\u5185\u6848\u5185\u306e\u518a\u5b50\u3092\u898b\u306a\u304c\u3089\u7b54\u3048\u308b\n5. \u624b\u914d\u304c\u8981\u308b\u3082\u306e\u306f\u3001\u30e1\u30e2\u7528\u7d19\u306b\u90e8\u5c4b\u756a\u53f7\u3068\u7528\u4ef6\u3092\u66f8\u304d\u3001\u5ba2\u5ba4\u6e05\u6383\u307e\u305f\u306f\u8a2d\u5099\u306e\u62c5\u5f53\u3078\u96fb\u8a71\u304b\u696d\u52d9\u7528\u30c1\u30e3\u30c3\u30c8\u3067\u4f1d\u3048\u308b\n6. \u62c5\u5f53\u304c\u52d5\u3044\u305f\u304b\u3069\u3046\u304b\u306f\u3001\u62c5\u5f53\u304b\u3089\u9023\u7d61\u304c\u6765\u308b\u304b\u3001\u5ba2\u304b\u3089\u50ac\u4fc3\u306e\u96fb\u8a71\u304c\u6765\u308b\u307e\u3067\u5206\u304b\u3089\u306a\u3044\n7. \u591c\u52e4\u3078\u306e\u5f15\u304d\u7d99\u304e\u3067\u3001\u7d42\u308f\u3063\u3066\u3044\u306a\u3044\u4f9d\u983c\u3092\u30e1\u30e2\u304b\u3089\u53e3\u982d\u3067\u4f1d\u3048\u308b\n\n**\uff08a\uff09\u96fb\u8a71\u304c\u53d6\u308c\u306a\u3044\u6642\u9593\u304c\u3042\u308b\u3002** 17\u6642\u304b\u308922\u6642\u306f\u30c1\u30a7\u30c3\u30af\u30a4\u30f3\u306e\u53d7\u4ed8\u3068\u5185\u7dda\u304c\u91cd\u306a\u308a\u3001**\u30d5\u30ed\u30f3\u30c8\u306e\u524d\u306b\u5ba2\u304c\u4e26\u3093\u3067\u3044\u308b\u3068\u304d\u306b\u5185\u7dda\u304c\u9cf4\u3063\u3066\u3082\u53d6\u308c\u307e\u305b\u3093\u3002** \u9cf4\u3089\u3057\u76f4\u3057\u3066\u3082\u3064\u306a\u304c\u3089\u306a\u3044\u5ba2\u306f\u3001\u30bf\u30aa\u30eb\u3092\u3042\u304d\u3089\u3081\u308b\u304b\u3001\u30ed\u30d3\u30fc\u307e\u3067\u964d\u308a\u3066\u304d\u307e\u3059\u3002\u4e0d\u6e80\u306f\u3001\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u306e\u5f8c\u306e\u53e3\u30b3\u30df\u3067\u521d\u3081\u3066\u5206\u304b\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u53d6\u308a\u6b21\u304e\u306e\u9014\u4e2d\u3067\u629c\u3051\u308b\u3002** 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Wi-Fi\u306e\u30d1\u30b9\u30ef\u30fc\u30c9\u306f\u518a\u5b50\u306b\u66f8\u3044\u3066\u3042\u308a\u307e\u3059\u304c\u3001\u63a2\u3059\u3088\u308a\u96fb\u8a71\u304c\u65e9\u3044\u306e\u3067\u5ba2\u306f\u96fb\u8a71\u3092\u304b\u3051\u307e\u3059\u3002**\u305d\u306e1\u672c\u304c\u3001\u6545\u969c\u3092\u77e5\u3089\u305b\u305f\u3044\u5ba2\u306e\u96fb\u8a71\u3092\u5f85\u305f\u305b\u307e\u3059\u3002**","before_flow_steps":["\u5bbf\u6cca\u5ba2\u304c\u5ba2\u5ba4\u306e\u5185\u7dda\u96fb\u8a71\u3067\u30d5\u30ed\u30f3\u30c8\u3092\u547c\u3076","\u30d5\u30ed\u30f3\u30c8\u306e\u62c5\u5f53\u8005\u304c\u3001\u5230\u7740\u306e\u53d7\u4ed8\u306e\u5408\u9593\u306b\u96fb\u8a71\u3092\u53d6\u308b\u3002\u53d6\u308c\u306a\u3044\u3068\u304d\u306f\u3001\u5ba2\u306f\u9cf4\u3089\u3057\u76f4\u3059\u304b\u3001\u3042\u304d\u3089\u3081\u308b","\u90e8\u5c4b\u756a\u53f7\u3092\u753b\u9762\u306e\u7740\u4fe1\u8868\u793a\u304b\u53e3\u982d\u3067\u78ba\u304b\u3081\u3001\u7528\u4ef6\u3092\u805e\u304d\u53d6\u308b","\u6848\u5185\u3067\u6e08\u3080\u3082\u306e\u306f\u3001\u9928\u5185\u6848\u5185\u306e\u518a\u5b50\u3092\u898b\u306a\u304c\u3089\u7b54\u3048\u308b","\u624b\u914d\u304c\u8981\u308b\u3082\u306e\u306f\u3001\u30e1\u30e2\u7528\u7d19\u306b\u90e8\u5c4b\u756a\u53f7\u3068\u7528\u4ef6\u3092\u66f8\u304d\u3001\u5ba2\u5ba4\u6e05\u6383\u307e\u305f\u306f\u8a2d\u5099\u306e\u62c5\u5f53\u3078\u96fb\u8a71\u304b\u696d\u52d9\u7528\u30c1\u30e3\u30c3\u30c8\u3067\u4f1d\u3048\u308b","\u62c5\u5f53\u304c\u52d5\u3044\u305f\u304b\u3069\u3046\u304b\u306f\u3001\u62c5\u5f53\u304b\u3089\u9023\u7d61\u304c\u6765\u308b\u304b\u3001\u5ba2\u304b\u3089\u50ac\u4fc3\u306e\u96fb\u8a71\u304c\u6765\u308b\u307e\u3067\u5206\u304b\u3089\u306a\u3044","\u591c\u52e4\u3078\u306e\u5f15\u304d\u7d99\u304e\u3067\u3001\u7d42\u308f\u3063\u3066\u3044\u306a\u3044\u4f9d\u983c\u3092\u30e1\u30e2\u304b\u3089\u53e3\u982d\u3067\u4f1d\u3048\u308b"],"after_flow":"1. **\u3010\u5ba2\u3011** \u5ba2\u5ba4\u306b\u7f6e\u3044\u305fQR\u30b3\u30fc\u30c9\u3092\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u8aad\u307f\u3001\u30c1\u30e3\u30c3\u30c8\u3092\u958b\u304f\u3002\u521d\u56de\u3060\u3051\u3001\u59d3\u3068\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u65e5\u3092\u5165\u308c\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5bbf\u6cca\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u554f\u3044\u5408\u308f\u305b\u3001\u305d\u306e\u5ba2\u5ba4\u304c\u5728\u5ba4\u4e2d\u3067\u3001\u59d3\u3068\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u65e5\u304c\u4e00\u81f4\u3059\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u4e00\u81f4\u3059\u308c\u3070\u4f1a\u8a71\u3092\u958b\u59cb\u3059\u308b\u3002\u90e8\u5c4b\u756a\u53f7\u3068\u6ede\u5728\u671f\u9593\u306f\u3001\u4ed5\u7d44\u307f\u306e\u5074\u3067\u4f1a\u8a71\u306b\u7d50\u3073\u4ed8\u3051\u308b\n4. **\u3010\u81ea\u52d5\u3011** 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\u304c\u4f9d\u983c\u7968\u3092\u4f5c\u308b\u9053\u5177\uff08\u30c4\u30fc\u30eb\uff09\u3092\u547c\u3076\u3002\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u90e8\u5c4b\u756a\u53f7\u3092\u4ed8\u3051\u3066\u3001\u90e8\u7f72\u3054\u3068\u306e\u4f9d\u983c\u7968\u306e\u4e00\u89a7\u306b\u767b\u9332\u3059\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u767b\u9332\u306e\u7d50\u679c\uff08\u4f9d\u983c\u756a\u53f7\u3068\u5230\u7740\u306e\u76ee\u5b89\uff09\u3092 Claude API \u306b\u8fd4\u3057\u3001\u5ba2\u306b\u4f1d\u3048\u308b\n8. **\u3010\u4eba\u3011** \u5ba2\u5ba4\u6e05\u6383\u30fb\u8a2d\u5099\u306e\u62c5\u5f53\u304c\u696d\u52d9\u7528\u30c1\u30e3\u30c3\u30c8\u3067\u4f9d\u983c\u7968\u3092\u53d7\u3051\u3001\u300c\u53d7\u3051\u305f\u300d\u300c\u6e08\u3093\u3060\u300d\u3092\u8fd4\u3059\n9. **\u3010\u4eba\u3011** 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\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5bbf\u6cca\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u554f\u3044\u5408\u308f\u305b\u3001\u305d\u306e\u5ba2\u5ba4\u304c\u5728\u5ba4\u4e2d\u3067\u3001\u59d3\u3068\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u65e5\u304c\u4e00\u81f4\u3059\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u4e00\u81f4\u3059\u308c\u3070\u4f1a\u8a71\u3092\u958b\u59cb\u3059\u308b\u3002\u90e8\u5c4b\u756a\u53f7\u3068\u6ede\u5728\u671f\u9593\u306f\u3001\u4ed5\u7d44\u307f\u306e\u5074\u3067\u4f1a\u8a71\u306b\u7d50\u3073\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u5ba2\u306e\u66f8\u304d\u8fbc\u307f\u306b\u3001\u6025\u75c5\u30fb\u706b\u707d\u30fb\u4e8b\u6545\u3092\u793a\u3059\u8a00\u8449\u304c\u7121\u3044\u304b\u3092\u5148\u306b\u898f\u5247\u3067\u898b\u308b\u3002\u3042\u308c\u3070AI\u3092\u901a\u3055\u305a\u3001\u5185\u7dda\u756a\u53f7\u3092\u8868\u793a\u3057\u3066\u30d5\u30ed\u30f3\u30c8\u3078\u77e5\u3089\u305b\u308b","**\u3010\u81ea\u52d5\u3011** Claude API \u304c\u9928\u5185\u6848\u5185\u3092\u3082\u3068\u306b\u7b54\u3048\u308b\u3002\u624b\u914d\u304c\u8981\u308b\u7528\u4ef6\u306a\u3089\u3001\u8db3\u308a\u306a\u3044\u60c5\u5831\uff08\u54c1\u76ee\u30fb\u6570\u30fb\u6642\u9593\uff09\u3092\u805e\u304d\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u7528\u4ef6\u304c\u56fa\u307e\u3063\u305f\u3089\u3001Claude API \u304c\u4f9d\u983c\u7968\u3092\u4f5c\u308b\u9053\u5177\uff08\u30c4\u30fc\u30eb\uff09\u3092\u547c\u3076\u3002\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u90e8\u5c4b\u756a\u53f7\u3092\u4ed8\u3051\u3066\u3001\u90e8\u7f72\u3054\u3068\u306e\u4f9d\u983c\u7968\u306e\u4e00\u89a7\u306b\u767b\u9332\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u767b\u9332\u306e\u7d50\u679c\uff08\u4f9d\u983c\u756a\u53f7\u3068\u5230\u7740\u306e\u76ee\u5b89\uff09\u3092 Claude API \u306b\u8fd4\u3057\u3001\u5ba2\u306b\u4f1d\u3048\u308b","**\u3010\u4eba\u3011** \u5ba2\u5ba4\u6e05\u6383\u30fb\u8a2d\u5099\u306e\u62c5\u5f53\u304c\u696d\u52d9\u7528\u30c1\u30e3\u30c3\u30c8\u3067\u4f9d\u983c\u7968\u3092\u53d7\u3051\u3001\u300c\u53d7\u3051\u305f\u300d\u300c\u6e08\u3093\u3060\u300d\u3092\u8fd4\u3059","**\u3010\u4eba\u3011** \u30d5\u30ed\u30f3\u30c8\u306f\u3001\u5f15\u304d\u7d99\u304c\u308c\u305f\u4f1a\u8a71\uff08\u6599\u91d1\u30fb\u82e6\u60c5\u30fb\u5ef6\u6cca\u306a\u3069\uff09\u3068\u3001\u53d7\u3051\u3089\u308c\u306a\u3044\u307e\u307e\u6642\u9593\u304c\u904e\u304e\u305f\u4f9d\u983c\u7968\u3060\u3051\u3092\u898b\u308b"],"architecture":"```\n\u5ba2\u5ba4\u306eQR\u30b3\u30fc\u30c9\uff08\u5ba2\u5ba4\u3054\u3068\u306b\u7570\u306a\u308b\u8b58\u5225\u5b50\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u5ba2\u304c\u30c1\u30e3\u30c3\u30c8\u306b\u66f8\u304d\u8fbc\u3080\n\u30c1\u30e3\u30c3\u30c8\u306e\u753b\u9762\uff08\u81ea\u793e\u3067\u7528\u610f\u3059\u308bWeb\u30da\u30fc\u30b8\uff09\n   \u25bc\n\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\uff08AWS Lambda\uff09\n   \u251c\u2500\u2500\u25b6 \u5bbf\u6cca\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff1a\u5728\u5ba4\u4e2d\u304b\u3001\u59d3\u3068\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u65e5\u304c\u4e00\u81f4\u3059\u308b\u304b\n   \u251c\u2500\u2500\u25b6 \u7dca\u6025\u306e\u8a00\u8449\u306e\u5224\u5b9a\uff08\u898f\u5247\uff09\u2500\u2500 \u8a72\u5f53\u3059\u308c\u3070\u5185\u7dda\u756a\u53f7\u3092\u8868\u793a\u3057\u3001\u30d5\u30ed\u30f3\u30c8\u3078\u901a\u77e5\n   \u25bc\nClaude API \u2500\u2500 \u9928\u5185\u6848\u5185\u3092\u3082\u3068\u306b\u7b54\u3048\u308b\uff0f\u8db3\u308a\u306a\u3044\u60c5\u5831\u3092\u805e\u304d\u8fd4\u3059\n   \u2502   \u30c4\u30fc\u30eb\uff1a\u4f9d\u983c\u7968\u306e\u4f5c\u6210\uff0f\u6e05\u6383\u306e\u8981\u5426\uff0f\u4f9d\u983c\u306e\u72b6\u6cc1\u78ba\u8a8d\uff0f\u30d5\u30ed\u30f3\u30c8\u3078\u306e\u5f15\u304d\u7d99\u304e\n   \u25bc\n\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0 \u2500\u2500 \u90e8\u5c4b\u756a\u53f7\u3092\u4ed8\u3051\u3066\u4f9d\u983c\u7968\u3092\u767b\u9332\u3057\u3001\u7d50\u679c\u3092 Claude API \u3078\u8fd4\u3059\n   \u25bc\n\u90e8\u7f72\u3054\u3068\u306e\u4f9d\u983c\u7968\u306e\u4e00\u89a7\n   \u251c\u2500\u2500\u25b6 \u5ba2\u5ba4\u6e05\u6383\uff08\u696d\u52d9\u7528\u30c1\u30e3\u30c3\u30c8\u3078\u901a\u77e5\uff09\n   \u251c\u2500\u2500\u25b6 \u8a2d\u5099\uff08\u696d\u52d9\u7528\u30c1\u30e3\u30c3\u30c8\u3078\u901a\u77e5\uff09\n   \u2514\u2500\u2500\u25b6 \u30d5\u30ed\u30f3\u30c8\uff08\u5f15\u304d\u7d99\u304e\u3068\u3001\u53d7\u3051\u3089\u308c\u306a\u3044\u307e\u307e\u6642\u9593\u304c\u904e\u304e\u305f\u3082\u306e\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u51e6\u7406 | Claude API\uff08\u5ba2\u3068\u306e\u5bfe\u8a71\u3001\u7528\u4ef6\u306e\u805e\u304d\u53d6\u308a\u3001\u30c4\u30fc\u30eb\u306e\u547c\u3073\u51fa\u3057\uff09 | OpenAI API\u3001Gemini API |\n| \u9023\u643a | AWS Lambda\uff08\u30c1\u30e3\u30c3\u30c8\u306e\u4e2d\u7d99\u3001\u672c\u4eba\u306e\u78ba\u8a8d\u3001\u30c4\u30fc\u30eb\u306e\u5b9f\u884c\uff09 | \u81ea\u793e\u306eWeb\u30b5\u30fc\u30d0\u30fc\u4e0a\u306e\u30d7\u30ed\u30b0\u30e9\u30e0 |\n| \u901a\u77e5 | Microsoft Teams\uff08\u90e8\u7f72\u3054\u3068\u306e\u30c1\u30e3\u30cd\u30eb\u3078\u306e\u4f9d\u983c\u7968\u306e\u6295\u7a3f\uff09 | Slack\u3001LINE WORKS |\n| \u4fdd\u7ba1 | Amazon DynamoDB\uff08\u4f1a\u8a71\u3068\u4f9d\u983c\u7968\u306e\u8a18\u9332\uff09 | \u81ea\u793e\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 |\n| \u5bbf\u6cca\u7ba1\u7406 | \u65e2\u5b58\u306e\u5bbf\u6cca\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u5728\u5ba4\u306e\u72b6\u614b\u3068\u6ede\u5728\u671f\u9593\u306e\u53c2\u7167\uff09 | \u4e88\u7d04\u53f0\u5e33\u306e\u66f8\u304d\u51fa\u3057 |\n\n**\u5bbf\u6cca\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u5728\u5ba4\u306e\u72b6\u614b\u3068\u59d3\u30fb\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u65e5\u3092\u8aad\u3080\u3060\u3051\u3067\u3001**\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002**\n\n**AI\u3068\u306e\u3064\u306a\u304e\u306f\u3001Claude API \u306e\u30c4\u30fc\u30eb\u4f7f\u7528\uff08tool use\uff09\u3067\u3059\u3002** Claude \u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u81ea\u5206\u3067\u5b9a\u7fa9\u3057\u305f\u9053\u5177\u3092\u6e21\u3059\u3068\u3001Claude \u304c\u7528\u4ef6\u306b\u5fdc\u3058\u3066\u305d\u306e\u9053\u5177\u3092\u547c\u3076\u304b\u3092\u5224\u65ad\u3057\u3001\u547c\u3076\u3068\u304d\u306f `stop_reason: \"tool_use\"` \u3068\u3001\u9053\u5177\u306e\u540d\u524d\u3068\u5165\u529b\u3092\u66f8\u3044\u305f `tool_use` \u306e\u30d6\u30ed\u30c3\u30af\u3092\u8fd4\u3059\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5b9f\u969b\u306b\u4f9d\u983c\u7968\u3092\u767b\u9332\u3059\u308b\u306e\u306f\u3001\u3053\u3061\u3089\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3059\u3002** \u767b\u9332\u3057\u305f\u7d50\u679c\u3092 `tool_result` \u3068\u3057\u3066\u8fd4\u3059\u3068\u3001Claude \u306f\u305d\u308c\u3092\u4f7f\u3063\u3066\u5ba2\u3078\u306e\u8fd4\u4e8b\u3092\u7d9a\u3051\u307e\u3059\u3002\n\n**\u9053\u5177\u306e\u5165\u529b\u306f\u3001\u53b3\u683c\u306a\u30c4\u30fc\u30eb\u4f7f\u7528\uff08strict tool use\uff09\u3067\u5f62\u3092\u56fa\u5b9a\u3057\u307e\u3059\u3002** \u30c4\u30fc\u30eb\u306e\u5b9a\u7fa9\u306b `strict: true` \u3092\u4ed8\u3051\u308b\u3068\u3001Claude \u306e\u30c4\u30fc\u30eb\u306e\u5165\u529b\u304cJSON\u30b9\u30ad\u30fc\u30de\u306b\u53b3\u5bc6\u306b\u5f93\u3044\u3001\u9053\u5177\u306e\u540d\u524d\u3082\u6e21\u3057\u305f\u3082\u306e\u306e\u4e2d\u304b\u3089\u5fc5\u305a\u9078\u3070\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u4f9d\u983c\u7968\u306e\u54c1\u76ee\u3092\u6c7a\u307e\u3063\u305f\u5024\u306e\u4e2d\u304b\u3089\u3057\u304b\u9078\u3079\u306a\u3044\u3088\u3046\u306b\u3067\u304d\u308b**\u306e\u3067\u3001\u300c\u30d0\u30b9\u30bf\u30aa\u30eb\u300d\u3068\u300c\u30d5\u30a7\u30a4\u30b9\u30bf\u30aa\u30eb\u300d\u3068\u300c\u30bf\u30aa\u30eb\u300d\u304c\u6df7\u3056\u308a\u307e\u305b\u3093\u3002\n\n**\u305f\u3060\u3057\u3001\u30b9\u30ad\u30fc\u30de\u3067\u66f8\u3051\u306a\u3044\u5236\u7d04\u304c\u3042\u308a\u307e\u3059\u3002** \u69cb\u9020\u5316\u51fa\u529b\u306e\u5bfe\u5fdc\u7bc4\u56f2\u3067\u306f\u3001`enum` \u306f\u4f7f\u3048\u307e\u3059\u304c\u3001`minimum`\u30fb`maximum` \u306e\u3088\u3046\u306a\u6570\u5024\u306e\u5236\u7d04\u3068\u3001`minLength`\u30fb`maxLength` \u306e\u3088\u3046\u306a\u6587\u5b57\u5217\u306e\u5236\u7d04\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u306f `additionalProperties: false` \u3092\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002**\u300c1\u56de\u306b4\u679a\u307e\u3067\u300d\u306e\u3088\u3046\u306a\u4e0a\u9650\u306f\u3001\u30b9\u30ad\u30fc\u30de\u3067\u306f\u306a\u304f `enum` \u3067\u6570\u3092\u4e26\u3079\u308b\u304b\u3001\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u5ba2\u304c\u30c1\u30e3\u30c3\u30c8\u306b\u66f8\u304d\u8fbc\u3093\u3060\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u5ba2\u5ba4\u306eQR\u30b3\u30fc\u30c9\u306b\u306f\u3001\u5ba2\u5ba4\u3054\u3068\u306b\u7570\u306a\u308b\u8b58\u5225\u5b50\u3092\u5165\u308c\u3066\u304a\u304d\u307e\u3059\u3002\u90e8\u5c4b\u756a\u53f7\u305d\u306e\u3082\u306e\u3067\u306f\u306a\u304f\u3001**\u63a8\u6e2c\u3057\u306b\u304f\u3044\u8b58\u5225\u5b50**\u306b\u3057\u307e\u3059\u3002\u90e8\u5c4b\u756a\u53f7\u3092\u305d\u306e\u307e\u307eURL\u306b\u5165\u308c\u308b\u3068\u3001\u96a3\u306e\u90e8\u5c4b\u306e\u756a\u53f7\u306b\u66f8\u304d\u63db\u3048\u3066\u958b\u304f\u3053\u3068\u304c\u3067\u304d\u3066\u3057\u307e\u3044\u307e\u3059\u3002\n\n**\u6700\u521d\u306e\u66f8\u304d\u8fbc\u307f\u306e\u524d\u306b\u3001\u672c\u4eba\u306e\u78ba\u8a8d\u30921\u56de\u3060\u3051\u631f\u307f\u307e\u3059\u3002** 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|\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e2\u3064\u3067\u3059\u3002** \u9928\u5185\u6848\u5185\u306b\u66f8\u3044\u3066\u3044\u306a\u3044\u3053\u3068\u306f\u3001AI\u304c\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002\u305d\u3057\u3066\u7b54\u3048\u3089\u308c\u306a\u3044\u3068\u304d\u306b\u3001**\u305d\u308c\u3089\u3057\u304f\u4f5c\u3063\u3066\u7b54\u3048\u3055\u305b\u306a\u3044**\u305f\u3081\u306b\u3001\u6848\u5185\u306e\u539f\u7a3f\u30921\u304b\u6240\u306b\u307e\u3068\u3081\u3066\u3001\u305d\u3053\u306b\u66f8\u3044\u3066\u3042\u308b\u3053\u3068\u3060\u3051\u3092\u7b54\u3048\u308b\u524d\u63d0\u306b\u3057\u307e\u3059\u3002\n\n**\u8fd1\u96a3\u306e\u5e97\u306f\u3001\u30db\u30c6\u30eb\u304c\u78ba\u304b\u3081\u305f\u4e00\u89a7\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002** 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|\n\n**\u9928\u5185\u6848\u5185\u3068\u54c1\u76ee\u306e\u8868\u306f\u3001\u4f1a\u8a71\u306e\u305f\u3073\u306b\u540c\u3058\u3082\u306e\u3092\u6e21\u3057\u307e\u3059\u3002** \u6bce\u56de\u540c\u3058\u524d\u7f6e\u304d\u306b\u306a\u308b\u306e\u3067\u3001\u5185\u5bb9\u3092\u5909\u3048\u305f\u3068\u304d\u306b\u3060\u3051\u5dee\u3057\u66ff\u3048\u307e\u3059\u3002**\u539f\u7a3f\u3092\u76f4\u3057\u305f\u65e5\u3068\u3001AI\u306b\u6e21\u3057\u305f\u7248\u306e\u756a\u53f7\u3092\u3001\u4f1a\u8a71\u306e\u8a18\u9332\u306b\u6b8b\u3057\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u672c\u4eba\u306e\u78ba\u8a8d** \u2026 \u59d3\u3068\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u65e5\u3092\u5bbf\u6cca\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u7167\u5408\u3059\u308b\u30023\u56de\u7d9a\u3051\u3066\u4e00\u81f4\u3057\u306a\u3051\u308c\u3070\u3001\u30c1\u30e3\u30c3\u30c8\u3092\u6b62\u3081\u3066\u5185\u7dda\u756a\u53f7\u3092\u6848\u5185\u3059\u308b\n2. **\u7dca\u6025\u306e\u8a00\u8449\u306e\u5224\u5b9a** \u2026 \u300c\u706b\u4e8b\u300d\u300c\u7159\u300d\u300c\u5012\u308c\u305f\u300d\u300c\u6551\u6025\u300d\u300c\u8840\u300d\u300cfire\u300d\u300csmoke\u300d\u300cambulance\u300d\u306a\u3069\u306e\u4e00\u89a7\u306b\u5f53\u305f\u308c\u3070\u3001AI\u3092\u901a\u3055\u305a\u306b\u5185\u7dda\u756a\u53f7\u3092\u8868\u793a\u3057\u3001\u30d5\u30ed\u30f3\u30c8\u3078\u5373\u6642\u306b\u77e5\u3089\u305b\u308b\n3. **\u4f1a\u8a71\u306e\u9577\u3055\u306e\u6574\u7406** \u2026 \u540c\u3058\u6ede\u5728\u306e\u4f1a\u8a71\u306f\u3001\u76f4\u8fd1\u306e20\u5f80\u5fa9\u3068\u3001\u4f5c\u6210\u6e08\u307f\u306e\u4f9d\u983c\u7968\u306e\u4e00\u89a7\u3060\u3051\u3092\u6e21\u3059\u3002\u53e4\u3044\u3084\u308a\u53d6\u308a\u306f\u6e21\u3055\u306a\u3044\n4. **\u500b\u4eba\u60c5\u5831\u306e\u9664\u53bb** \u2026 \u5ba2\u304c\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u306e\u756a\u53f7\u3084\u96fb\u8a71\u756a\u53f7\u3092\u66f8\u304d\u8fbc\u3093\u3060\u5834\u5408\u306f\u3001AI\u3078\u6e21\u3059\u524d\u306b\u4f0f\u305b\u5b57\u306b\u3059\u308b\n5. **\u9023\u7d9a\u3057\u305f\u66f8\u304d\u8fbc\u307f\u306e\u307e\u3068\u3081** \u2026 \u6570\u79d2\u306e\u3046\u3061\u306b\u7d9a\u3051\u3066\u5c4a\u3044\u305f\u66f8\u304d\u8fbc\u307f\u306f\u30011\u3064\u306b\u307e\u3068\u3081\u3066\u304b\u3089\u6e21\u3059\n6. **\u7de0\u3081\u6642\u523b\u306e\u4ed8\u4e0e** \u2026 \u305d\u306e\u65e5\u306e\u6e05\u6383\u306e\u958b\u59cb\u6642\u523b\u3068\u3001\u300c\u6e05\u6383\u4e0d\u8981\u300d\u3092\u53d7\u3051\u3089\u308c\u308b\u7de0\u3081\u6642\u523b\u3092\u3001\u4f1a\u8a71\u306e\u524d\u63d0\u3068\u3057\u3066\u6e21\u3059\n\n**2\u756a\u76ee\u3092AI\u306e\u524d\u306b\u7f6e\u304f\u7406\u7531\u306f\u3001\u7b2c5\u7ae0\u3067\u8ff0\u3079\u305f\u3068\u304a\u308a\u3067\u3059\u3002** \u4e00\u89a7\u306b\u5f53\u305f\u3063\u305f\u3068\u304d\u306e\u8868\u793a\u306f\u3001\u8a00\u8a9e\u3054\u3068\u306b\u56fa\u5b9a\u306e\u6587\u9762\u306b\u3057\u307e\u3059\u3002**AI\u306e\u8fd4\u4e8b\u3092\u5f85\u3064\u6570\u79d2\u3082\u3001\u7dca\u6025\u306e\u5834\u9762\u3067\u306f\u5f85\u305f\u305b\u307e\u305b\u3093\u3002**\n\n**4\u756a\u76ee\u3082\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u30ab\u30fc\u30c9\u306e\u756a\u53f7\u3054\u3068\u66f8\u304d\u8fbc\u3080\u5ba2\u306f\u5fc5\u305a\u51fa\u3066\u304d\u307e\u3059\u304c\u3001**\u756a\u53f7\u305d\u306e\u3082\u306e\u306fAI\u306b\u3082\u8a18\u9332\u306b\u3082\u8981\u308a\u307e\u305b\u3093\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u6848\u5185\u3067\u7b54\u3048\u308b\u3053\u3068\u3001\u624b\u914d\u306b\u8981\u308b\u60c5\u5831\u3092\u805e\u304d\u8fd4\u3059\u3053\u3068\u3001\u9053\u5177\u3092\u6b63\u3057\u304f\u9078\u3093\u3067\u547c\u3076\u3053\u3068\u3001\u306e3\u3064\u3067\u3059\u3002** \u9053\u5177\u306f\u6b21\u306e4\u3064\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002\n\n| \u9053\u5177 | \u547c\u3076\u5834\u9762 | \u5165\u529b\u306e\u4f8b |\n|:--|:--|:--|\n| `create_request_ticket` | \u54c1\u76ee\u3068\u6570\u304c\u56fa\u307e\u3063\u305f\u624b\u914d\u306e\u4f9d\u983c | \u90e8\u7f72\u3001\u54c1\u76ee\u3001\u6570\u3001\u5e0c\u671b\u306e\u6642\u9593\u5e2f\u3001\u5ba2\u306e\u88dc\u8db3 |\n| `set_cleaning_preference` | \u6e05\u6383\u306e\u8981\u5426\u3068\u6642\u9593\u306e\u5e0c\u671b | \u672c\u65e5\u4e0d\u8981\u3001\u6642\u9593\u3092\u305a\u3089\u3059\u3001\u30bf\u30aa\u30eb\u4ea4\u63db\u306e\u307f |\n| `get_ticket_status` | \u300c\u307e\u3060\u3067\u3059\u304b\u300d\u3078\u306e\u8fd4\u4e8b | \u4f9d\u983c\u756a\u53f7 |\n| `handoff_to_front` | AI\u304c\u7b54\u3048\u3066\u306f\u3044\u3051\u306a\u3044\u7528\u4ef6 | \u7406\u7531\u306e\u533a\u5206\u3001\u5ba2\u306e\u7528\u4ef6\u306e\u8981\u7d04 |\n\n**\u3069\u306e\u9053\u5177\u306e\u5165\u529b\u306b\u3082\u3001\u90e8\u5c4b\u756a\u53f7\u306e\u6b04\u304c\u3042\u308a\u307e\u305b\u3093\u3002** \u90e8\u5c4b\u756a\u53f7\u306f\u3001\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4f1a\u8a71\u306b\u7d50\u3073\u4ed8\u3044\u305f\u6ede\u5728\u306e\u60c5\u5831\u304b\u3089\u4ed8\u3051\u307e\u3059\u3002**AI\u304c\u90e8\u5c4b\u756a\u53f7\u3092\u66f8\u304f\u5834\u9762\u305d\u306e\u3082\u306e\u3092\u3001\u8a2d\u8a08\u304b\u3089\u6d88\u3057\u3066\u3044\u307e\u3059\u3002** \u5ba2\u304c\u300c1203\u53f7\u5ba4\u3067\u3059\u300d\u3068\u66f8\u3044\u3066\u3082\u3001\u4f9d\u983c\u7968\u306f\u4f1a\u8a71\u304c\u7d50\u3073\u4ed8\u3044\u305f\u90e8\u5c4b\u306b\u4ed8\u304d\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5230\u7740\u6642\u523b\u3092\u7d04\u675f\u3059\u308b | \u90e8\u7f72\u306e\u72b6\u6cc1\u3092\u77e5\u3089\u306a\u3044\u3002\u76ee\u5b89\u306f\u9053\u5177\u304c\u8fd4\u3057\u305f\u5024\u3060\u3051\u3092\u4f1d\u3048\u308b |\n| \u6599\u91d1\u3084\u7121\u6599\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b | \u54c1\u76ee\u306e\u8868\u3067\u6c7a\u3081\u308b\u3002\u8868\u306b\u7121\u3044\u3082\u306e\u306f\u30d5\u30ed\u30f3\u30c8\u3078 |\n| \u5ef6\u6cca\u30fb\u90e8\u5c4b\u66ff\u3048\u30fb\u652f\u6255\u3044\u3092\u53d7\u3051\u308b | \u4e88\u7d04\u3068\u4f1a\u8a08\u306e\u5909\u66f4\u306f\u4eba\u304c\u884c\u3046 |\n| \u82e6\u60c5\u306b\u8b1d\u7f6a\u3084\u88dc\u511f\u3092\u7533\u3057\u51fa\u308b | \u5bfe\u5fdc\u306e\u5e45\u306f\u30db\u30c6\u30eb\u304c\u6c7a\u3081\u308b\u3002\u30d5\u30ed\u30f3\u30c8\u3078\u5f15\u304d\u7d99\u3050 |\n| \u9928\u5185\u6848\u5185\u306b\u7121\u3044\u3053\u3068\u3092\u7b54\u3048\u308b | \u5206\u304b\u3089\u306a\u3044\u3068\u7b54\u3048\u3001\u5fc5\u8981\u306a\u3089\u30d5\u30ed\u30f3\u30c8\u3078 |\n| \u4f53\u8abf\u3084\u5b89\u5168\u306b\u3064\u3044\u3066\u52a9\u8a00\u3059\u308b | \u7dca\u6025\u306e\u5224\u5b9a\u3068\u30d5\u30ed\u30f3\u30c8\u3078\u306e\u5f15\u304d\u7d99\u304e\u306b\u56de\u3059 |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c\u3059\u3050\u306b\u304a\u6301\u3061\u3057\u307e\u3059\u300d\u306f\u81ea\u7136\u306a\u8fd4\u4e8b\u3067\u3001\u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070AI\u306f\u305d\u3046\u66f8\u304d\u307e\u3059\u3002**\u305d\u3057\u3066\u300120\u5206\u5f8c\u306b\u5c4a\u3044\u305f\u30bf\u30aa\u30eb\u306f\u300c\u3059\u3050\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u76ee\u5b89\u3092\u8a00\u3046\u306e\u306f\u9053\u5177\u306e\u7d50\u679c\u304c\u8fd4\u3063\u305f\u5f8c\u3060\u3051\u3001\u3068\u6307\u793a\u306b\u66f8\u304d\u307e\u3059\u3002\n\n**\u805e\u304d\u8fd4\u3057\u306f\u3001\u8db3\u308a\u306a\u3044\u9805\u76ee\u304c\u3042\u308b\u3068\u304d\u3060\u3051\u306b\u3057\u307e\u3059\u3002** Claude \u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u30c4\u30fc\u30eb\u306e\u5fc5\u9808\u306e\u9805\u76ee\u3092\u57cb\u3081\u308b\u3060\u3051\u306e\u60c5\u5831\u304c\u7121\u3044\u3068\u304d\u3001Claude Opus \u306f\u9805\u76ee\u304c\u8db3\u308a\u306a\u3044\u3053\u3068\u306b\u6c17\u3065\u3044\u3066\u805e\u304d\u8fd4\u3059\u53ef\u80fd\u6027\u304c\u9ad8\u304f\u3001Claude Sonnet \u306f\u805e\u304d\u8fd4\u3059\u3053\u3068\u3082\u3042\u308c\u3070\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u5024\u3092\u63a8\u6e2c\u3057\u3066\u57cb\u3081\u308b\u3053\u3068\u3082\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u63a8\u6e2c\u3067\u57cb\u3081\u3089\u308c\u3066\u306f\u56f0\u308b\u9805\u76ee\uff08\u6570\u30fb\u54c1\u76ee\uff09\u306f\u3001\u6307\u793a\u306e\u5074\u3067\u3082\u300c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u805e\u304d\u8fd4\u3059\u300d\u3068\u660e\u8a18\u3057\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\u5f53\u30db\u30c6\u30eb\u306e\u30b2\u30b9\u30c8\u30b5\u30fc\u30d3\u30b9\u306e\u30c1\u30e3\u30c3\u30c8\u4fc2\u3067\u3059\u3002\n\u6ede\u5728\u4e2d\u306e\u304a\u5ba2\u69d8\u306e\u4f9d\u983c\u306b\u3001\u4e0b\u306e\u3010\u9928\u5185\u6848\u5185\u3011\u3068\u3010\u54c1\u76ee\u3068\u6a19\u6e96\u6642\u9593\u306e\u8868\u3011\u3060\u3051\u3092\u4f7f\u3063\u3066\u5bfe\u5fdc\u3057\u307e\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n- \u304a\u5ba2\u69d8\u304c\u66f8\u3044\u305f\u8a00\u8a9e\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9928\u5185\u6848\u5185\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u306f\u3001\u305d\u306e\u307e\u307e\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9928\u5185\u6848\u5185\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u306f\u300c\u78ba\u8a8d\u3057\u3066\u3054\u9023\u7d61\u3057\u307e\u3059\u300d\u3068\u305b\u305a\u3001\n  \u5206\u304b\u3089\u306a\u3044\u3068\u4f1d\u3048\u3001\u5fc5\u8981\u306a\u3089 handoff_to_front \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8fd1\u96a3\u306e\u5e97\u306f\u3010\u8fd1\u96a3\u306e\u4e00\u89a7\u3011\u306b\u3042\u308b\u5e97\u3060\u3051\u3092\u6848\u5185\u3057\u3001\n  \u300c\u55b6\u696d\u6642\u9593\u306f\u5909\u308f\u3063\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u300d\u3092\u6dfb\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u624b\u914d\u306e\u4f9d\u983c\u3011\n- \u54c1\u76ee\u3068\u6570\u304c\u5206\u304b\u3063\u305f\u3089 create_request_ticket \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- \u54c1\u76ee\u30fb\u6570\u30fb\u5e0c\u671b\u306e\u6642\u9593\u5e2f\u306e\u3069\u308c\u304b\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u63a8\u6e2c\u305b\u305a\u306b\u805e\u304d\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u54c1\u76ee\u306e\u8868\u306b\u7121\u3044\u3082\u306e\u3001\u8868\u306e\u4e0a\u9650\u3092\u8d85\u3048\u308b\u6570\u3001\u6709\u6599\u3068\u66f8\u304b\u308c\u305f\u54c1\u76ee\u306f\u3001\n  \u4f9d\u983c\u7968\u306b\u305b\u305a handoff_to_front \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- \u90e8\u5c4b\u756a\u53f7\u3092\u5c0b\u306d\u305f\u308a\u3001\u66f8\u304d\u8fbc\u307e\u308c\u305f\u90e8\u5c4b\u756a\u53f7\u3092\u4f7f\u3063\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u90e8\u5c4b\u306f\u4ed5\u7d44\u307f\u306e\u5074\u3067\u6c7a\u307e\u3063\u3066\u3044\u307e\u3059\u3002\n\n\u3010\u7d04\u675f\u3057\u306a\u3044\u3053\u3068\u3011\n- \u5230\u7740\u306e\u6642\u523b\u3084\u6240\u8981\u6642\u9593\u306f\u3001\u9053\u5177\u306e\u7d50\u679c\u306b\u542b\u307e\u308c\u308b eta_minutes \u3060\u3051\u3092\u4f1d\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n  \u9053\u5177\u3092\u547c\u3076\u524d\u306b\u300c\u3059\u3050\u306b\u300d\u300c\u307e\u3082\u306a\u304f\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6599\u91d1\u3001\u7121\u6599\u304b\u3069\u3046\u304b\u3001\u88dc\u511f\u3001\u5272\u5f15\u306b\u3064\u3044\u3066\u3001\u8868\u306b\u7121\u3044\u3053\u3068\u3092\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5ef6\u6cca\u3001\u90e8\u5c4b\u66ff\u3048\u3001\u652f\u6255\u3044\u3001\u82e6\u60c5\u3001\u5fd8\u308c\u7269\u3001\u4f53\u8abf\u3084\u5b89\u5168\u306b\u95a2\u308f\u308b\u76f8\u8ac7\u306f\u3001\n  \u5185\u5bb9\u3092\u77ed\u304f\u307e\u3068\u3081\u3066 handoff_to_front \u3092\u547c\u3073\u3001\u30d5\u30ed\u30f3\u30c8\u304c\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u3092\u4f1d\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u6e05\u6383\u3011\n- \u300c\u4eca\u65e5\u306f\u6383\u9664\u306f\u3044\u3089\u306a\u3044\u300d\u300c\u3042\u3068\u3067\u6765\u3066\u307b\u3057\u3044\u300d\u306f set_cleaning_preference \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- \u3010\u672c\u65e5\u306e\u7de0\u3081\u6642\u523b\u3011\u3092\u904e\u304e\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u53d7\u3051\u3089\u308c\u306a\u3044\u3053\u3068\u3092\u4f1d\u3048\u3001\n  handoff_to_front \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u9053\u5177\u304c\u5931\u6557\u3057\u305f\u3068\u304d\u3011\n- \u7d50\u679c\u306b is_error \u304c\u542b\u307e\u308c\u3066\u3044\u305f\u3089\u3001\u4f9d\u983c\u304c\u767b\u9332\u3067\u304d\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u6b63\u76f4\u306b\u4f1d\u3048\u3001\n  \u5185\u7dda\u756a\u53f7 {front_extension} \u3092\u6848\u5185\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u767b\u9332\u3067\u304d\u305f\u3088\u3046\u306b\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u9928\u5185\u6848\u5185\u3011{guide_text}\uff08\u7248\uff1a{guide_version}\uff09\n\u3010\u54c1\u76ee\u3068\u6a19\u6e96\u6642\u9593\u306e\u8868\u3011{item_table}\n\u3010\u8fd1\u96a3\u306e\u4e00\u89a7\u3011{nearby_list}\uff08\u6700\u7d42\u78ba\u8a8d\u65e5\uff1a{nearby_checked}\uff09\n\u3010\u672c\u65e5\u306e\u7de0\u3081\u6642\u523b\u3011{cleaning_cutoff}\n\u3010\u3053\u306e\u6ede\u5728\u3067\u4f5c\u6210\u6e08\u307f\u306e\u4f9d\u983c\u3011{open_tickets}\n```\n\n**\u300c\u9053\u5177\u3092\u547c\u3076\u524d\u306b\u300e\u3059\u3050\u306b\u300f\u3068\u66f8\u304b\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u307b\u307c\u5fc5\u305a\u66f8\u304d\u307e\u3059\u3002** \u4f9d\u983c\u3092\u53d7\u3051\u305f\u76f4\u5f8c\u306e\u8fd4\u4e8b\u3068\u3057\u3066\u3001\u305d\u308c\u304c\u3044\u3061\u3070\u3093\u81ea\u7136\u3060\u304b\u3089\u3067\u3059\u3002**\u7981\u3058\u308b\u306e\u306f\u8a00\u3044\u56de\u3057\u3067\u306f\u306a\u304f\u3001\u6839\u62e0\u306e\u7121\u3044\u7d04\u675f\u3067\u3059\u3002**\n\n**\u300c\u767b\u9332\u3067\u304d\u305f\u3088\u3046\u306b\u66f8\u304b\u306a\u3044\u300d\u3082\u540c\u3058\u7406\u7531\u3067\u5165\u308c\u3066\u3044\u307e\u3059\u3002** Claude \u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u9053\u5177\u306e\u5b9f\u884c\u304c\u5931\u6557\u3057\u305f\u3068\u304d\u306b `is_error: true` \u3092\u4ed8\u3051\u3066\u8fd4\u3059\u3068\u3001Claude \u306f\u305d\u306e\u5931\u6557\u3092\u5ba2\u3078\u306e\u8fd4\u4e8b\u306b\u7e54\u308a\u8fbc\u3080\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u6307\u793a\u3067\u3082\u5ff5\u3092\u62bc\u3057\u3001\u767b\u9332\u3067\u304d\u306a\u304b\u3063\u305f\u4f9d\u983c\u3092\u300c\u627f\u308a\u307e\u3057\u305f\u300d\u3067\u7d42\u308f\u3089\u305b\u307e\u305b\u3093\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u4f9d\u983c\u7968\u306e\u9053\u5177\u306f\u3001\u6b21\u306e\u5165\u529b\u30b9\u30ad\u30fc\u30de\u3067\u5b9a\u7fa9\u3057\u307e\u3059\u3002** `strict: true` \u3092\u4ed8\u3051\u3001\u3059\u3079\u3066\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b `additionalProperties: false` \u3092\u4ed8\u3051\u307e\u3059\u3002\n\n```json\n{\n  \"name\": \"create_request_ticket\",\n  \"strict\": true,\n  \"input_schema\": {\n    \"type\": \"object\",\n    \"properties\": {\n      \"department\": { \"type\": \"string\", \"enum\": [\"housekeeping\", \"engineering\"] },\n      \"item\": { \"type\": \"string\",\n        \"enum\": [\"bath_towel\", \"face_towel\", \"bath_mat\", \"toothbrush\", \"pillow\",\n                 \"blanket\", \"humidifier\", \"aircon_issue\", \"tv_issue\",\n                 \"water_issue\", \"light_issue\", \"other_issue\"] },\n      \"quantity\": { \"type\": \"integer\", \"enum\": [1, 2, 3, 4] },\n      \"time_window\": { \"type\": \"string\", \"enum\": [\"asap\", \"within_1h\", \"after_return\"] },\n      \"guest_note\": { \"type\": \"string\" },\n      \"guest_language\": { \"type\": \"string\" }\n    },\n    \"required\": [\"department\", \"item\", \"quantity\", \"time_window\", \"guest_note\", \"guest_language\"],\n    \"additionalProperties\": false\n  }\n}\n```\n\n**\u6570\u3092 `enum` \u30671\u304b\u30894\u306b\u9650\u3063\u3066\u3044\u308b\u306e\u306f\u3001`maximum` \u304c\u4f7f\u3048\u306a\u3044\u305f\u3081\u3067\u3059\u3002** 5\u679a\u4ee5\u4e0a\u306e\u4f9d\u983c\u306f\u3001\u3053\u306e\u9053\u5177\u3067\u306f\u66f8\u3051\u307e\u305b\u3093\u3002\u6307\u793a\u306e\u3068\u304a\u308a `handoff_to_front` \u306b\u56de\u308a\u307e\u3059\u3002\n\n**\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u767b\u9332\u3057\u305f\u7d50\u679c\u3092\u6b21\u306e\u5f62\u3067\u8fd4\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"ticket_id\": \"HK-1001-0347\",\n  \"status\": \"accepted\",\n  \"eta_minutes\": 20,\n  \"room\": \"\uff08\u4f1a\u8a71\u306b\u7d50\u3073\u4ed8\u3044\u305f\u90e8\u5c4b\u756a\u53f7\u3002AI\u3078\u306f\u8fd4\u3055\u306a\u3044\uff09\"\n}\n```\n\n**`room` \u3092\u8fd4\u3055\u306a\u3044\u306e\u306f\u3001AI\u306b\u90e8\u5c4b\u756a\u53f7\u3092\u66f8\u304b\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u5ba2\u3078\u306e\u8fd4\u4e8b\u306b\u90e8\u5c4b\u756a\u53f7\u306f\u8981\u308a\u307e\u305b\u3093\u3002`eta_minutes` \u306f\u54c1\u76ee\u306e\u8868\u306e\u6a19\u6e96\u6642\u9593\u3068\u3001\u305d\u306e\u90e8\u7f72\u306e\u672a\u51e6\u7406\u306e\u4ef6\u6570\u304b\u3089\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6c7a\u3081\u307e\u3059\u3002\n\n**JSON\u3067\u53d7\u3051\u53d6\u308b\u7406\u7531\u306f3\u3064\u3067\u3059\u3002** 1\u3064\u76ee\u306f\u3001**\u4f9d\u983c\u7968\u306e\u9805\u76ee\u304c\u90e8\u7f72\u306e\u4e00\u89a7\u306e\u5217\u3068\u305d\u306e\u307e\u307e\u5408\u3046**\u3053\u3068\u30022\u3064\u76ee\u306f\u3001**\u54c1\u76ee\u304c\u6c7a\u307e\u3063\u305f\u5024\u306a\u306e\u3067\u3001\u6708\u3054\u3068\u306b\u300c\u4f55\u304c\u591a\u3044\u304b\u300d\u3092\u6570\u3048\u3089\u308c\u308b**\u3053\u3068\u30023\u3064\u76ee\u306f\u3001**AI\u304c\u7b54\u3048\u305f\u6587\u3068\u3001\u4ed5\u7d44\u307f\u304c\u6c7a\u3081\u305f\u5024\u304c\u5206\u304b\u308c\u3066\u6b8b\u308b**\u3053\u3068\u3067\u3001\u5f8c\u304b\u3089\u300c\u8ab0\u304c\u7d04\u675f\u3057\u305f\u306e\u304b\u300d\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u30c1\u30e3\u30c3\u30c8\u306e\u753b\u9762 | \u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3068\u306e\u901a\u4fe1 | \u5ba2\u306e\u66f8\u304d\u8fbc\u307f\u3068AI\u306e\u8fd4\u4e8b\u306e\u3084\u308a\u53d6\u308a |\n| \u5bbf\u6cca\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u53c2\u7167\u306e\u307f | \u672c\u4eba\u306e\u78ba\u8a8d\u3001\u6ede\u5728\u671f\u9593\u3001\u8a00\u8a9e |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u5bfe\u8a71\u3068\u30c4\u30fc\u30eb\u306e\u547c\u3073\u51fa\u3057 |\n| \u4f9d\u983c\u7968\u306e\u4e00\u89a7 | \u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u66f8\u304d\u8fbc\u3080 | \u90e8\u5c4b\u756a\u53f7\u3092\u4ed8\u3051\u305f\u4f9d\u983c\u7968\u306e\u767b\u9332\u3068\u72b6\u6cc1\u306e\u66f4\u65b0 |\n| \u696d\u52d9\u7528\u30c1\u30e3\u30c3\u30c8 | \u90e8\u7f72\u3054\u3068\u306e\u30c1\u30e3\u30cd\u30eb\u3078\u306e\u6295\u7a3f | \u4f9d\u983c\u7968\u306e\u901a\u77e5\u3068\u3001\u300c\u53d7\u3051\u305f\u300d\u300c\u6e08\u3093\u3060\u300d\u306e\u8fd4\u4fe1 |\n| \u30d5\u30ed\u30f3\u30c8 | \u696d\u52d9\u7528\u30c1\u30e3\u30c3\u30c8\u3068\u4e00\u89a7\u306e\u753b\u9762 | \u5f15\u304d\u7d99\u304e\u3068\u3001\u6642\u9593\u304c\u904e\u304e\u305f\u4f9d\u983c\u306e\u78ba\u8a8d |\n\n**\u4f9d\u983c\u7968\u306e\u4e00\u89a7\u306b\u66f8\u304d\u8fbc\u3080\u306e\u306f\u3001\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3060\u3051\u3067\u3059\u3002** AI\u306f\u9053\u5177\u3092\u300c\u547c\u3076\u300d\u3060\u3051\u3067\u3001\u4e00\u89a7\u306b\u306f\u76f4\u63a5\u89e6\u308c\u307e\u305b\u3093\u3002\u90e8\u5c4b\u756a\u53f7\u306e\u4ed8\u4e0e\u3001\u4e0a\u9650\u306e\u78ba\u8a8d\u3001\u91cd\u8907\u306e\u78ba\u8a8d\u3092\u3001\u3059\u3079\u3066\u66f8\u304d\u8fbc\u3080\u524d\u306e1\u304b\u6240\u3067\u884c\u3048\u307e\u3059\u3002\n\n**\u90e8\u7f72\u306e\u8fd4\u4fe1\u306f\u3001\u696d\u52d9\u7528\u30c1\u30e3\u30c3\u30c8\u306e\u30dc\u30bf\u30f3\u304b\u6c7a\u307e\u3063\u305f\u8fd4\u4fe1\u3067\u53d7\u3051\u307e\u3059\u3002** \u300c\u53d7\u3051\u305f\u300d\u300c\u6e08\u3093\u3060\u300d\u306e2\u3064\u3060\u3051\u3067\u3059\u3002**\u5ba2\u304c\u300c\u307e\u3060\u3067\u3059\u304b\u300d\u3068\u66f8\u3044\u305f\u3068\u304d\u306b `get_ticket_status` \u304c\u8fd4\u3059\u306e\u306f\u3001\u3053\u306e\u8fd4\u4fe1\u306e\u72b6\u614b\u3067\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4f9d\u983c\u7968\u306f\u3001\u4eba\u306e\u627f\u8a8d\u3092\u631f\u307e\u305a\u306b\u90e8\u7f72\u3078\u5c4a\u3051\u307e\u3059\u3002** \u30bf\u30aa\u30eb\u3084\u6e05\u6383\u306e\u8981\u5426\u306f\u3001\u53d6\u308a\u9055\u3048\u3066\u3082\u6b21\u306e\u4f9d\u983c\u3067\u76f4\u305b\u308b\u7528\u4ef6\u3067\u3001\u627f\u8a8d\u3092\u631f\u3080\u3068\u9045\u308c\u306e\u307b\u3046\u304c\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001\u6b21\u306e3\u3064\u3060\u3051\u3067\u3059\u3002**\n\n1. **`handoff_to_front` \u3067\u5f15\u304d\u7d99\u304c\u308c\u305f\u4f1a\u8a71** \u2026 \u6599\u91d1\u30fb\u5ef6\u6cca\u30fb\u82e6\u60c5\u30fb\u5fd8\u308c\u7269\u30fb\u4f53\u8abf\u306e\u76f8\u8ac7\u3002**\u30d5\u30ed\u30f3\u30c8\u304c\u30c1\u30e3\u30c3\u30c8\u3067\u7d9a\u304d\u3092\u5f15\u304d\u53d6\u308b\u304b\u3001\u5185\u7dda\u3092\u304b\u3051\u308b**\n2. **\u53d7\u3051\u3089\u308c\u306a\u3044\u307e\u307e\u6642\u9593\u304c\u904e\u304e\u305f\u4f9d\u983c\u7968** \u2026 \u6a19\u6e96\u6642\u9593\u306e\u534a\u5206\u3092\u904e\u304e\u3066\u3082\u300c\u53d7\u3051\u305f\u300d\u304c\u7121\u3044\u3082\u306e\u3002**\u90e8\u7f72\u3078\u96fb\u8a71\u3067\u78ba\u304b\u3081\u308b**\n3. **\u7dca\u6025\u306e\u8a00\u8449\u306b\u5f53\u305f\u3063\u305f\u4f1a\u8a71** \u2026 \u5224\u5b9a\u304c\u7a7a\u632f\u308a\u3067\u3082\u3001\u5fc5\u305a\u30d5\u30ed\u30f3\u30c8\u304c\u5ba2\u5ba4\u3078\u9023\u7d61\u3059\u308b\n\n**2\u756a\u76ee\u3092\u4ed5\u7d44\u307f\u306b\u898b\u5f35\u3089\u305b\u308b\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u8981\u3067\u3059\u3002** \u4f9d\u983c\u7968\u304c\u90e8\u7f72\u3078\u5c4a\u3044\u305f\u3053\u3068\u3068\u3001\u90e8\u7f72\u304c\u52d5\u3044\u305f\u3053\u3068\u306f\u5225\u3067\u3059\u3002**\u300c\u53d7\u3051\u305f\u300d\u306e\u8fd4\u4fe1\u304c\u7121\u3044\u3082\u306e\u3092\u62fe\u3048\u3070\u3001\u7b2c3\u7ae0\u306e\uff08b\uff09\u306e\u629c\u3051\u304c\u3053\u3053\u3067\u6b62\u307e\u308a\u307e\u3059\u3002**\n\n**\u6700\u521d\u306e1\u304b\u6708\u306f\u3001\u5168\u90e8\u306e\u4f1a\u8a71\u3092\u30d5\u30ed\u30f3\u30c8\u304c\u7fcc\u671d\u306b\u8aad\u307f\u8fd4\u3057\u307e\u3059\u3002** AI\u304c\u7d04\u675f\u3092\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u8868\u306b\u7121\u3044\u3082\u306e\u3092\u4f9d\u983c\u7968\u306b\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u5f15\u304d\u7d99\u3050\u3079\u304d\u7528\u4ef6\u3092\u81ea\u5206\u3067\u7b54\u3048\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\u3002**\u8aad\u307f\u8fd4\u3059\u4ef6\u6570\u306f\u30012\u304b\u6708\u76ee\u304b\u30891\u5272\u306e\u629c\u304d\u53d6\u308a\u306b\u6e1b\u3089\u3057\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u672c\u4eba\u306e\u78ba\u8a8d\u3067\u4e00\u81f4\u3057\u306a\u3044 | 3\u56de\u3067\u6b62\u3081\u3001\u5185\u7dda\u756a\u53f7\u3092\u6848\u5185\u3059\u308b\u3002**\u7167\u5408\u306e\u5931\u6557\u306f\u3001\u30c1\u30a7\u30c3\u30af\u30a4\u30f3\u76f4\u5f8c\u306e\u767b\u9332\u306e\u9045\u308c\u3082\u7591\u3046** |\n| \u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u65e5\u3092\u904e\u304e\u305f\u4f1a\u8a71 | \u81ea\u52d5\u7684\u306b\u9589\u3058\u308b\u3002\u5ef6\u6cca\u306e\u5ba2\u306f\u3001\u30d5\u30ed\u30f3\u30c8\u304c\u5ef6\u6cca\u3092\u767b\u9332\u3057\u305f\u6642\u70b9\u3067\u958b\u304d\u76f4\u3059 |\n| \u54c1\u76ee\u306e\u8868\u306b\u7121\u3044\u4f9d\u983c | \u4f9d\u983c\u7968\u306b\u305b\u305a `handoff_to_front`\u3002**\u591a\u3044\u54c1\u76ee\u306f\u8868\u306b\u8db3\u3059\u5019\u88dc\u3068\u3057\u3066\u8a18\u9332\u3059\u308b** |\n| \u4e0a\u9650\u3092\u8d85\u3048\u308b\u6570 | \u30b9\u30ad\u30fc\u30de\u3067\u66f8\u3051\u306a\u3044\u305f\u3081\u3001\u5f15\u304d\u7d99\u304e\u306b\u56de\u308b |\n| \u4f9d\u983c\u7968\u306e\u767b\u9332\u306b\u5931\u6557\u3057\u305f | `is_error: true` \u3067\u8fd4\u3057\u3001\u5ba2\u306b\u5185\u7dda\u756a\u53f7\u3092\u6848\u5185\u3059\u308b\u3002**\u767b\u9332\u3067\u304d\u305f\u3088\u3046\u306b\u8fd4\u3055\u306a\u3044** |\n| \u540c\u3058\u4f9d\u983c\u304c\u7d9a\u3051\u3066\u5c4a\u304f | \u540c\u3058\u90e8\u5c4b\u30fb\u54c1\u76ee\u3067\u53d7\u4ed8\u4e2d\u306e\u3082\u306e\u304c\u3042\u308c\u3070\u3001\u65b0\u3057\u304f\u4f5c\u3089\u305a\u306b\u65e2\u5b58\u306e\u4f9d\u983c\u756a\u53f7\u3092\u8fd4\u3059 |\n| \u6e05\u6383\u306e\u7de0\u3081\u6642\u523b\u3092\u904e\u304e\u305f\u300c\u6e05\u6383\u4e0d\u8981\u300d | \u53d7\u3051\u3089\u308c\u306a\u3044\u3053\u3068\u3092\u4f1d\u3048\u3001\u30d5\u30ed\u30f3\u30c8\u3078\u5f15\u304d\u7d99\u3050 |\n| AI\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u5b9a\u578b\u306e\u6587\u9762\u3067\u5185\u7dda\u756a\u53f7\u3092\u8868\u793a\u3059\u308b\u3002**\u30c1\u30e3\u30c3\u30c8\u3060\u3051\u304c\u7a93\u53e3\u306b\u306a\u3089\u306a\u3044\u3088\u3046\u306b\u3059\u308b** |\n| \u5ba2\u304c\u4ed6\u306e\u90e8\u5c4b\u3084\u4ed6\u306e\u5ba2\u306e\u3053\u3068\u3092\u5c0b\u306d\u308b | \u9053\u5177\u304c\u305d\u306e\u60c5\u5831\u3092\u6301\u305f\u306a\u3044\u305f\u3081\u7b54\u3048\u3089\u308c\u306a\u3044\u3002\u5fc5\u8981\u306a\u3089\u30d5\u30ed\u30f3\u30c8\u3078 |\n\n**\u4e0a\u304b\u30895\u884c\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u5ba2\u306e\u4fe1\u983c\u306b\u3072\u3073\u304d\u307e\u3059\u3002** \u767b\u9332\u3067\u304d\u306a\u304b\u3063\u305f\u4f9d\u983c\u3092\u300c\u627f\u308a\u307e\u3057\u305f\u300d\u3068\u8fd4\u3059\u3068\u3001\u5ba2\u306f\u5f85\u3061\u7d9a\u3051\u307e\u3059\u3002**\u5931\u6557\u3092\u305d\u306e\u307e\u307e\u4f1d\u3048\u3066\u5185\u7dda\u306b\u623b\u3059\u307b\u3046\u304c\u3001\u7d50\u679c\u3068\u3057\u3066\u65e9\u304f\u5c4a\u304d\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u4f1a\u8a71\u306e\u5168\u6587\uff08\u5ba2\u306e\u66f8\u304d\u8fbc\u307f\u306f\u4f0f\u305b\u5b57\u306b\u3057\u305f\u5f8c\u306e\u3082\u306e\uff09\u3068\u3001\u8a00\u8a9e\u3001\u958b\u59cb\u3068\u7d42\u4e86\u306e\u6642\u523b\n- AI\u304c\u547c\u3093\u3060\u9053\u5177\u306e\u540d\u524d\u3068\u5165\u529b\u3001\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8fd4\u3057\u305f\u7d50\u679c\uff08`ticket_id`\u3001`eta_minutes`\uff09\n- \u4f9d\u983c\u7968\u3054\u3068\u306e\u300c\u53d7\u4ed8\u300d\u300c\u53d7\u3051\u305f\u300d\u300c\u6e08\u3093\u3060\u300d\u306e\u6642\u523b\u3068\u3001\u53d7\u3051\u305f\u62c5\u5f53\n- `handoff_to_front` \u306e\u7406\u7531\u306e\u533a\u5206\u3068\u3001\u30d5\u30ed\u30f3\u30c8\u304c\u5f15\u304d\u53d6\u3063\u305f\u6642\u523b\n- \u7dca\u6025\u306e\u8a00\u8449\u306e\u5224\u5b9a\u306b\u5f53\u305f\u3063\u305f\u8a18\u9332\u3068\u3001\u30d5\u30ed\u30f3\u30c8\u304c\u5ba2\u5ba4\u3078\u9023\u7d61\u3057\u305f\u6642\u523b\n- **\u305d\u306e\u3068\u304d\u6e21\u3057\u305f\u9928\u5185\u6848\u5185\u3068\u54c1\u76ee\u306e\u8868\u306e\u7248**\n- \u672c\u4eba\u306e\u78ba\u8a8d\u306e\u5931\u6557\u306e\u8a18\u9332\n\n**\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u6848\u5185\u306e\u539f\u7a3f\u304c\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u671d\u98df\u306e\u6642\u9593\u3092\u5909\u3048\u305f\u9031\u306b\u300c6\u6642\u534a\u304b\u3089\u300d\u3068\u7b54\u3048\u305f\u8a18\u9332\u304c\u3042\u3063\u305f\u3068\u304d\u3001**\u305d\u308c\u304cAI\u306e\u8aa4\u308a\u304b\u3001\u53e4\u3044\u539f\u7a3f\u306e\u305b\u3044\u304b\u3092\u3001\u7248\u3067\u5207\u308a\u5206\u3051\u307e\u3059\u3002**\n\n**\u4f1a\u8a71\u306e\u8a18\u9332\u306f\u3001\u6c7a\u3081\u305f\u671f\u9593\u3092\u904e\u304e\u305f\u3089\u6d88\u3057\u307e\u3059\u3002** \u54c1\u76ee\u3054\u3068\u306e\u4ef6\u6570\u3068\u5bfe\u5fdc\u6642\u9593\u3060\u3051\u3092\u3001\u6708\u3054\u3068\u306e\u96c6\u8a08\u3068\u3057\u3066\u6b8b\u3057\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u306e\u5185\u7dda\u96fb\u8a71\u3067\u591a\u304b\u3063\u305f\u7528\u4ef6\u3092\u3001\u30d5\u30ed\u30f3\u30c8\u306e\u8a18\u61b6\u3068\u30e1\u30e2\u7528\u7d19\u304b\u308950\u4ef6\u66f8\u304d\u51fa\u3059\uff08**\u3046\u3061\u6570\u4ef6\u306f\u3001\u6599\u91d1\u3084\u82e6\u60c5\u306a\u3069\u4eba\u304c\u7b54\u3048\u308b\u3079\u304d\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. \u9928\u5185\u6848\u5185\u306e\u539f\u7a3f\u3068\u3001\u54c1\u76ee\u3068\u6a19\u6e96\u6642\u9593\u306e\u8868\u30921\u679a\u306b\u307e\u3068\u3081\u308b\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b\u3001\u539f\u7a3f\u3068\u8868\u3092\u8cbc\u308a\u3001\u7b2c7\u7ae0\u306e\u6307\u793a\u3092\u77ed\u304f\u3057\u305f\u3082\u306e\u3092\u4e0e\u3048\u308b\n4. 50\u4ef6\u3092\u5ba2\u306b\u306a\u3063\u305f\u3064\u3082\u308a\u30671\u4ef6\u305a\u3064\u66f8\u304d\u8fbc\u307f\u3001AI\u306e\u8fd4\u4e8b\u3092\u898b\u308b\n5. \u300c\u7b54\u3048\u3066\u3088\u3044\u3082\u306e\u306b\u7b54\u3048\u305f\u304b\u300d\u300c\u805e\u304d\u8fd4\u3059\u3079\u304d\u3068\u3053\u308d\u3067\u805e\u304d\u8fd4\u3057\u305f\u304b\u300d\u300c\u7d04\u675f\u3057\u3066\u3044\u306a\u3044\u304b\u300d\u300c\u5f15\u304d\u7d99\u3050\u3079\u304d\u3082\u306e\u3092\u5f15\u304d\u7d99\u3044\u3060\u304b\u300d\u3092\u3001\u30d5\u30ed\u30f3\u30c8\u306e\u62c5\u5f53\u8005\u304c\u25cb\u00d7\u3067\u4ed8\u3051\u308b\n\n**50\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u30c1\u30e3\u30c3\u30c8\u306e\u753b\u9762\u3084\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u308b\u524d\u306b\u3001**\u9928\u5185\u6848\u5185\u306e\u539f\u7a3f\u3067\u7b54\u3048\u304d\u308c\u308b\u306e\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u6848\u5185\u3068\u805e\u304d\u8fd4\u3057\u304c\u307b\u307c\u6b63\u3057\u304f\u3001\u7d04\u675f\u3082\u3057\u306a\u3044 | **\u30c4\u30fc\u30eb\u306e\u5b9a\u7fa9\u3068\u4e2d\u7d99\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u9032\u3080** |\n| \u300c\u3059\u3050\u304a\u6301\u3061\u3057\u307e\u3059\u300d\u3068\u7d04\u675f\u3059\u308b | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u6848\u5185\u306b\u7121\u3044\u3053\u3068\u3092\u7b54\u3048\u3088\u3046\u3068\u3059\u308b | **\u539f\u7a3f\u304c\u8db3\u308a\u306a\u3044\u3002** AI\u3088\u308a\u5148\u306b\u6848\u5185\u306e\u539f\u7a3f\u3092\u76f4\u3059 |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u300c\u3088\u304f\u805e\u304b\u308c\u308b\u3053\u3068\u300d\u304c\u30d5\u30ed\u30f3\u30c8\u306e\u982d\u306e\u4e2d\u306b\u3057\u304b\u7121\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**\u7b54\u3048\u3089\u308c\u306a\u304b\u3063\u305f\u7528\u4ef6\u3092\u539f\u7a3f\u306b\u66f8\u304d\u8db3\u3057\u3001\u540c\u305850\u4ef6\u3067\u3082\u3046\u4e00\u5ea6\u8a66\u3057\u3066\u304f\u3060\u3055\u3044\u3002**","minimal_setup_short":"\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u9928\u5185\u6848\u5185\u3092\u8cbc\u308a\u3001\u7528\u4ef6\u3054\u3068\u306e\u8fd4\u4e8b\u3092\u78ba\u304b\u3081\u308b \uff0f \u6848\u5185\u306e\u7b54\u3048\u65b9\u306e\u78ba\u8a8d","semi_auto_setup":"\u4e0a\u8a18\uff0bQR\u30b3\u30fc\u30c9\u304b\u3089\u306e\u30c1\u30e3\u30c3\u30c8\u3001\u672c\u4eba\u306e\u78ba\u8a8d\u3001\u30c4\u30fc\u30eb\u3067\u4f9d\u983c\u7968\u3092\u4f5c\u308a\u3001\u90e8\u7f72\u306e\u696d\u52d9\u7528\u30c1\u30e3\u30c3\u30c8\u3078\u901a\u77e5 \uff0f \u6848\u5185\u306e\u5fdc\u7b54\u3068\u3001\u4f9d\u983c\u7968\u306e\u4f5c\u6210\u3068\u914d\u4fe1","full_setup":"\u4e0a\u8a18\uff0b\u90e8\u7f72\u306e\u300c\u53d7\u3051\u305f\u300d\u300c\u6e08\u3093\u3060\u300d\u3092\u53d7\u3051\u3066\u72b6\u6cc1\u3092\u7b54\u3048\u3001\u6642\u9593\u304c\u904e\u304e\u305f\u3082\u306e\u3092\u898b\u5f35\u308a\u3001\u5ba2\u5ba4\u6e05\u6383\u306e\u8868\u3068\u8a2d\u5099\u306e\u53f0\u5e33\u3078\u81ea\u52d5\u3067\u53cd\u6620 \uff0f \u4f9d\u983c\u306e\u53d7\u4ed8\u304b\u3089\u5b8c\u4e86\u306e\u78ba\u8a8d\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u306f\u3001\u30d5\u30ed\u30f3\u30c8\u304c\u5ba2\u306e\u5f79\u3092\u3057\u3066\u78ba\u304b\u3081\u308b\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef66\u5206\u304c2\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u6848\u5185\u306f\u9589\u3058\u3001\u624b\u914d\u306f\u4f9d\u983c\u7968\u3067\u90e8\u7f72\u306b\u5c4a\u304d\u307e\u3059\u304c\u3001**\u6e08\u3093\u3060\u304b\u3069\u3046\u304b\u306e\u78ba\u8a8d\u3068\u3001\u6642\u9593\u304c\u904e\u304e\u305f\u3082\u306e\u306e\u8ffd\u3044\u304b\u3051\u306f\u30d5\u30ed\u30f3\u30c8\u306b\u6b8b\u308a\u307e\u3059\u3002** \u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002\u672c\u683c\u69cb\u6210\u3067\u306f\u3001\u90e8\u7f72\u306e\u8fd4\u4fe1\u3092\u72b6\u6cc1\u3068\u3057\u3066\u5ba2\u306b\u8fd4\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u3001**\u300c\u307e\u3060\u3067\u3059\u304b\u300d\u306e\u554f\u3044\u5408\u308f\u305b\u3082\u30c1\u30e3\u30c3\u30c8\u306e\u4e2d\u3067\u9589\u3058\u307e\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30921\u304b\u6708\u56de\u3059\u3068\u3001**\u8868\u306b\u7121\u304f\u3066\u5f15\u304d\u7d99\u304e\u306b\u56de\u3063\u305f\u54c1\u76ee\u3068\u3001\u6642\u9593\u304c\u904e\u304e\u3084\u3059\u3044\u6642\u9593\u5e2f**\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002\u305d\u3053\u3092\u76f4\u3057\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u307f\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| AI\u304c\u300c\u3059\u3050\u306b\u304a\u6301\u3061\u3057\u307e\u3059\u300d\u3068\u7d04\u675f\u3059\u308b | **\u76ee\u5b89\u306f\u9053\u5177\u306e\u7d50\u679c\u306e `eta_minutes` \u3060\u3051\u3002** \u6307\u793a\u306b\u660e\u8a18\u3059\u308b |\n| \u5ba2\u304c\u66f8\u3044\u305f\u90e8\u5c4b\u756a\u53f7\u3067\u4f9d\u983c\u7968\u304c\u3067\u304d\u308b | **\u5165\u529b\u30b9\u30ad\u30fc\u30de\u306b\u90e8\u5c4b\u756a\u53f7\u306e\u6b04\u3092\u7f6e\u304b\u306a\u3044\u3002** \u4f1a\u8a71\u306b\u7d50\u3073\u4ed8\u3051\u305f\u90e8\u5c4b\u3067\u4ed8\u3051\u308b |\n| \u524d\u306e\u5ba2\u306eQR\u30b3\u30fc\u30c9\u306e\u5199\u771f\u304b\u3089\u4f9d\u983c\u304c\u5c4a\u304f | \u59d3\u3068\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u65e5\u3067\u7167\u5408\u3057\u3001\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u3067\u4f1a\u8a71\u3092\u9589\u3058\u308b |\n| \u7dca\u6025\u306e\u66f8\u304d\u8fbc\u307f\u3092AI\u304c\u666e\u901a\u306e\u4f9d\u983c\u3068\u3057\u3066\u6271\u3046 | **\u8a00\u8449\u306e\u4e00\u89a7\u3067\u5148\u306b\u5224\u5b9a\u3059\u308b\u3002** AI\u306e\u5224\u65ad\u3060\u3051\u306b\u4efb\u305b\u306a\u3044 |\n| \u6570\u306e\u4e0a\u9650\u3092\u30b9\u30ad\u30fc\u30de\u3067\u66f8\u3051\u306a\u3044 | `minimum`\u30fb`maximum` \u306f\u4f7f\u3048\u306a\u3044\u3002**`enum` \u3067\u6570\u3092\u4e26\u3079\u308b** |\n| \u54c1\u76ee\u306e\u540d\u524d\u304c\u63fa\u308c\u308b | `enum` \u3067\u54c1\u76ee\u3092\u56fa\u5b9a\u3057\u3001`strict: true` \u3092\u4ed8\u3051\u308b |\n| \u767b\u9332\u306b\u5931\u6557\u3057\u305f\u306e\u306b\u300c\u627f\u308a\u307e\u3057\u305f\u300d\u3068\u8fd4\u3059 | **`is_error: true` \u3067\u8fd4\u3057\u3001\u6307\u793a\u3067\u3082\u5ff5\u3092\u62bc\u3059** |\n| \u8fd1\u96a3\u306e\u5e97\u306e\u55b6\u696d\u6642\u9593\u304c\u53e4\u3044 | \u4e00\u89a7\u306b\u6700\u7d42\u78ba\u8a8d\u65e5\u3092\u6301\u305f\u305b\u3001\u8fd4\u4e8b\u306b\u6ce8\u610f\u66f8\u304d\u3092\u6dfb\u3048\u308b |\n| \u9928\u5185\u6848\u5185\u306b\u7121\u3044\u3053\u3068\u3092\u305d\u308c\u3089\u3057\u304f\u7b54\u3048\u308b | \u539f\u7a3f\u306b\u7121\u3044\u3053\u3068\u306f\u7b54\u3048\u306a\u3044\u3068\u6307\u793a\u3057\u3001**\u539f\u7a3f\u306e\u307b\u3046\u3092\u76f4\u3059** |\n| \u90e8\u7f72\u304c\u4f9d\u983c\u7968\u3092\u898b\u3066\u3044\u306a\u3044 | \u300c\u53d7\u3051\u305f\u300d\u306e\u8fd4\u4fe1\u304c\u7121\u3044\u3082\u306e\u3092\u898b\u5f35\u308a\u3001\u30d5\u30ed\u30f3\u30c8\u3078\u4e0a\u3052\u308b |\n| \u6599\u91d1\u306e\u304b\u304b\u308b\u4f9d\u983c\u3092\u7121\u6599\u3067\u53d7\u3051\u308b | \u54c1\u76ee\u306e\u8868\u306b\u6709\u6599\u3068\u66f8\u304d\u3001**\u8868\u306e\u4e0a\u3067\u6709\u6599\u306e\u3082\u306e\u306f\u5f15\u304d\u7d99\u304e\u306b\u56de\u3059** |\n| \u540c\u3058\u4f9d\u983c\u304c\u4e8c\u91cd\u306b\u5c4a\u304f | \u540c\u3058\u90e8\u5c4b\u30fb\u54c1\u76ee\u306e\u53d7\u4ed8\u4e2d\u306e\u3082\u306e\u304c\u3042\u308c\u3070\u65e2\u5b58\u306e\u756a\u53f7\u3092\u8fd4\u3059 |\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**AI\u306b\u66f8\u304b\u305b\u308b\u9805\u76ee\u3092\u6e1b\u3089\u3059\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002**\n\n**\u7dca\u6025\u306e\u5224\u5b9a\u306f\u3001\u6700\u521d\u304b\u3089\u7f6e\u3044\u3066\u304f\u3060\u3055\u3044\u3002** \u6708\u306b1\u4ef6\u3042\u308b\u304b\u306a\u3044\u304b\u306e\u7528\u4ef6\u3067\u3059\u304c\u3001**\u898b\u843d\u3068\u3057\u305f\u3068\u304d\u306e\u91cd\u3055\u306f\u3001\u4ed6\u306e\u524a\u6e1b\u3067\u306f\u57cb\u307e\u308a\u307e\u305b\u3093\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5bbf\u6cca\u5ba2\u306e\u59d3\u3001\u90e8\u5c4b\u756a\u53f7\u3001\u6ede\u5728\u671f\u9593\u3001\u8a00\u8a9e\u3001\u30c1\u30e3\u30c3\u30c8\u306b\u66f8\u304b\u308c\u305f\u4f9d\u983c\u306e\u4e2d\u8eab\u3067\u3059\u3002\u5ba2\u304c\u30ab\u30fc\u30c9\u756a\u53f7\u3084\u96fb\u8a71\u756a\u53f7\u3001\u4f53\u8abf\u306e\u3053\u3068\u3092\u66f8\u304d\u8fbc\u3080\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\n\n1. **AI\u306b\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u4f1a\u8a71\u306b\u8981\u308b\u3082\u306e\u307e\u3067\u306b\u9650\u308b** \u2026 \u90e8\u5c4b\u756a\u53f7\u306f\u9053\u5177\u306e\u7d50\u679c\u304b\u3089\u3082\u5916\u3057\u307e\u3059\u3002**\u5bbf\u6cca\u8005\u306e\u9023\u7d61\u5148\u3084\u652f\u6255\u3044\u306e\u60c5\u5831\u306f\u3001\u305d\u3082\u305d\u3082\u53d6\u308a\u307e\u305b\u3093**\n2. **\u6025\u75c5\u30fb\u706b\u707d\u30fb\u4e8b\u6545\u3092AI\u306b\u4efb\u305b\u306a\u3044** \u2026 \u8a00\u8449\u306e\u4e00\u89a7\u3067\u5148\u306b\u5224\u5b9a\u3057\u3001\u5185\u7dda\u756a\u53f7\u3092\u8868\u793a\u3057\u3066\u30d5\u30ed\u30f3\u30c8\u3078\u77e5\u3089\u305b\u307e\u3059\u3002**AI\u306e\u8fd4\u4e8b\u306f\u3001\u7dca\u6025\u306e\u5bfe\u5fdc\u306e\u4ee3\u308f\u308a\u306b\u306a\u308a\u307e\u305b\u3093**\n3. **\u7d04\u675f\u3068\u5224\u65ad\u306f\u4eba\u3068\u8868\u306e\u5074\u306b\u7f6e\u304f** \u2026 \u5230\u7740\u306e\u6642\u523b\u3001\u6599\u91d1\u3001\u88dc\u511f\u306f\u3001AI\u304c\u81ea\u5206\u306e\u8a00\u8449\u3067\u8a00\u308f\u306a\u3044\u3088\u3046\u306b\u6307\u793a\u3068\u30b9\u30ad\u30fc\u30de\u3067\u7e1b\u308a\u307e\u3059\u3002**\u5ba2\u306b\u4f1d\u3048\u305f\u7d04\u675f\u306f\u3001\u30db\u30c6\u30eb\u306e\u7d04\u675f\u306b\u306a\u308a\u307e\u3059**\n4. **\u5ba2\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u4fe1\u983c\u3067\u304d\u306a\u3044\u5165\u529b\u3068\u3057\u3066\u6271\u3046** \u2026 Claude \u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u3001\u5916\u90e8\u304b\u3089\u5165\u3063\u3066\u304f\u308b\u5185\u5bb9\u306b\u6307\u793a\u3092\u57cb\u3081\u8fbc\u3093\u3067 Claude \u306e\u52d5\u304d\u3092\u5909\u3048\u3088\u3046\u3068\u3059\u308b\u653b\u6483\uff08\u9593\u63a5\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\uff09\u306b\u6ce8\u610f\u3092\u4fc3\u3057\u3066\u3044\u307e\u3059\u3002**AI\u304c\u6301\u3064\u9053\u5177\u3092\u3001\u305d\u306e\u90e8\u5c4b\u306e\u4f9d\u983c\u306b\u9650\u308b\u3053\u3068\u304c\u3001\u3044\u3061\u3070\u3093\u78ba\u304b\u306a\u5b88\u308a\u3067\u3059**\n5. **\u4f0f\u305b\u5b57\u306f\u3001AI\u306b\u6e21\u3059\u524d\u3068\u8a18\u9332\u3059\u308b\u524d\u306e\u4e21\u65b9\u3067\u884c\u3046** \u2026 \u30ab\u30fc\u30c9\u756a\u53f7\u306f\u4f1a\u8a71\u306b\u8981\u308a\u307e\u305b\u3093\u3002**\u8a18\u9332\u306b\u6b8b\u3057\u3066\u3057\u307e\u3046\u3068\u3001\u305d\u306e\u8a18\u9332\u306e\u6271\u3044\u305d\u306e\u3082\u306e\u304c\u91cd\u304f\u306a\u308a\u307e\u3059**\n6. **\u4f1a\u8a71\u306e\u4fdd\u5b58\u671f\u9593\u3092\u6c7a\u3081\u308b** \u2026 \u6ede\u5728\u304c\u7d42\u308f\u3063\u305f\u4f1a\u8a71\u3092\u3044\u3064\u307e\u3067\u6301\u3064\u304b\u3092\u6c7a\u3081\u3001\u904e\u304e\u305f\u3089\u6d88\u3057\u307e\u3059\u3002**\u96c6\u8a08\u306b\u8981\u308b\u306e\u306f\u54c1\u76ee\u3068\u4ef6\u6570\u3068\u6642\u9593\u3060\u3051\u3067\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u4f9d\u983c\u304c\u5c4a\u304b\u305a\u306b\u5ba2\u3092\u5f85\u305f\u305b\u308b\u3053\u3068\u3068\u3001\u30db\u30c6\u30eb\u304c\u6c7a\u3081\u3066\u3044\u306a\u3044\u3053\u3068\u3092AI\u304c\u7d04\u675f\u3059\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u90e8\u7f72\u306e\u300c\u53d7\u3051\u305f\u300d\u3092\u898b\u5f35\u308b\u3053\u3068\u3067\u3001\u5f8c\u8005\u306fAI\u306b\u66f8\u304b\u305b\u308b\u9805\u76ee\u3092\u6e1b\u3089\u3059\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u5ba2\u5ba4\u304c100\u5ba4\u4ee5\u4e0a\u3042\u308a\u3001\u6ede\u5728\u4e2d\u306e\u5bbf\u6cca\u5ba2\u304b\u3089\u306e\u5185\u7dda\u96fb\u8a71\u304c\u5915\u65b9\u304b\u3089\u591c\u306b\u96c6\u4e2d\u3059\u308b\u30b7\u30c6\u30a3\u30db\u30c6\u30eb\u30fb\u30d3\u30b8\u30cd\u30b9\u30db\u30c6\u30eb\u30fb\u30ea\u30be\u30fc\u30c8\u30db\u30c6\u30eb\u3002\u30bf\u30aa\u30eb\u3084\u30a2\u30e1\u30cb\u30c6\u30a3\u306e\u8ffd\u52a0\u3001\u6e05\u6383\u306e\u8981\u5426\u3001\u5099\u54c1\u306e\u4e0d\u5177\u5408\u3001\u9928\u5185\u3068\u8fd1\u96a3\u306e\u6848\u5185\u304c\u554f\u3044\u5408\u308f\u305b\u306e\u5927\u534a\u3092\u5360\u3081\u3001\u30d5\u30ed\u30f3\u30c8\u304c\u96fb\u8a71\u3092\u53d7\u3051\u3066\u5ba2\u5ba4\u6e05\u6383\u3084\u8a2d\u5099\u306e\u62c5\u5f53\u3078\u53d6\u308a\u6b21\u3044\u3067\u3044\u308b\u5834\u5408\u3002\u8a2a\u65e5\u5ba2\u304c\u591a\u304f\u3001\u82f1\u8a9e\u3084\u4e2d\u56fd\u8a9e\u3067\u306e\u5185\u7dda\u306e\u3084\u308a\u53d6\u308a\u306b\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u5bbf\u6cca\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u5728\u5ba4\u4e2d\u306e\u5ba2\u5ba4\u3068\u6ede\u5728\u671f\u9593\u3092\u5f15\u3051\u308b\u5834\u5408\u3002","not_recommended_for":"\u5ba2\u5ba4\u304c\u6570\u5341\u5ba4\u4ee5\u4e0b\u3067\u3001\u5185\u7dda\u96fb\u8a71\u306e\u4ef6\u6570\u304c\u30d5\u30ed\u30f3\u30c8\u306e\u624b\u3067\u8db3\u308a\u308b\u5834\u5408\u3002\u5bbf\u6cca\u5ba2\u306e\u591a\u304f\u304c\u9ad8\u9f62\u3067\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u306e\u30c1\u30e3\u30c3\u30c8\u3088\u308a\u96fb\u8a71\u3092\u9078\u3076\u898b\u8fbc\u307f\u306e\u5834\u5408\u3002\u4f9d\u983c\u3092\u53d7\u3051\u308b\u5074\uff08\u5ba2\u5ba4\u6e05\u6383\u30fb\u8a2d\u5099\uff09\u306e\u90e8\u7f72\u306b\u3001\u4f9d\u983c\u7968\u3092\u898b\u3066\u53d7\u3051\u305f\u3053\u3068\u3092\u8fd4\u3059\u7aef\u672b\u3084\u624b\u9806\u304c\u7121\u3044\u5834\u5408\uff08\u5148\u306b\u305d\u3053\u3092\u6574\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff09\u3002\u306a\u304a\u3001\u6025\u75c5\u30fb\u706b\u707d\u30fb\u4e8b\u6545\u306e\u901a\u5831\u3084\u3001\u6599\u91d1\u30fb\u82e6\u60c5\u3078\u306e\u5bfe\u5fdc\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u9928\u5185\u6848\u5185\u306e\u539f\u7a3f\u3068\u54c1\u76ee\u306e\u8868\u3092\u4f5c\u308b**\n\n\u5ba2\u5ba4\u306e\u518a\u5b50\u3068\u30d5\u30ed\u30f3\u30c8\u306e\u624b\u5143\u306e\u30e1\u30e2\u30921\u3064\u306e\u539f\u7a3f\u306b\u307e\u3068\u3081\u307e\u3059\u3002**\u3088\u304f\u805e\u304b\u308c\u308b\u9806\u306b\u30011\u9805\u76ee\u30922\u301c3\u884c\u3067\u66f8\u304d\u307e\u3059\u3002** \u5ba2\u5ba4\u6e05\u6383\u30fb\u8a2d\u5099\u306e\u62c5\u5f53\u3068\u3001\u54c1\u76ee\u30011\u56de\u306e\u4e0a\u9650\u3001\u7121\u6599\u304b\u6709\u6599\u304b\u3001\u6a19\u6e96\u306e\u5bfe\u5fdc\u6642\u9593\u3092\u6c7a\u3081\u305f\u8868\u3092\u4f5c\u308a\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a50\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u5185\u7dda\u96fb\u8a71\u306e\u7528\u4ef6\u309250\u4ef6\u66f8\u304d\u51fa\u3057\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u539f\u7a3f\u3068\u8868\u3092\u8cbc\u3063\u3066\u8a66\u3057\u307e\u3059\u3002**\u7d04\u675f\u3092\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u5f15\u304d\u7d99\u3050\u3079\u304d\u3082\u306e\u3092\u7b54\u3048\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u90e8\u7f72\u306e\u53d7\u3051\u65b9\u3092\u6c7a\u3081\u308b**\n\n\u5ba2\u5ba4\u6e05\u6383\u3068\u8a2d\u5099\u306e\u62c5\u5f53\u304c\u300c\u53d7\u3051\u305f\u300d\u300c\u6e08\u3093\u3060\u300d\u3092\u8fd4\u3059\u624b\u9806\u3068\u3001**\u591c\u52e4\u306e\u6642\u9593\u5e2f\u306b\u8ab0\u304c\u898b\u308b\u306e\u304b**\u3092\u6c7a\u3081\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u7dca\u6025\u306e\u8a00\u8449\u306e\u4e00\u89a7\u3068\u56fa\u5b9a\u306e\u6587\u9762\u3092\u8a00\u8a9e\u3054\u3068\u306b\u4f5c\u308a\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a1\u30d5\u30ed\u30a2\u3067\u52d5\u304b\u3059**\n\nQR\u30b3\u30fc\u30c9\u30921\u30d5\u30ed\u30a2\u306e\u5ba2\u5ba4\u3060\u3051\u306b\u7f6e\u304d\u3001\u672c\u4eba\u306e\u78ba\u8a8d\u3001\u9053\u5177\u306e\u547c\u3073\u51fa\u3057\u3001\u4f9d\u983c\u7968\u306e\u914d\u4fe1\u307e\u3067\u3092\u52d5\u304b\u3057\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u3001\u5168\u90e8\u306e\u4f1a\u8a71\u3092\u30d5\u30ed\u30f3\u30c8\u304c\u7fcc\u671d\u306b\u8aad\u307f\u8fd4\u3057\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5168\u9928\u306b\u5e83\u3052\u3001\u6642\u9593\u304c\u904e\u304e\u305f\u4f9d\u983c\u306e\u898b\u5f35\u308a\u3092\u8db3\u3057\u307e\u3059\u3002\u5f15\u304d\u7d99\u304e\u306b\u56de\u3063\u305f\u7528\u4ef6\u3068\u3001\u8868\u306b\u7121\u304b\u3063\u305f\u54c1\u76ee\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u90e8\u7f72\u306e\u8fd4\u4fe1\u3092\u72b6\u6cc1\u3068\u3057\u3066\u5ba2\u306b\u8fd4\u3059\u6a5f\u80fd\u3092\u8db3\u3057\u30011\u4ef66\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**17\u6642\u304b\u308922\u6642\u306e\u5185\u7dda\u306e\u672c\u6570\u304c\u3001\u5c0e\u5165\u524d\u3068\u6bd4\u3079\u3066\u3069\u308c\u3060\u3051\u6e1b\u3063\u305f\u304b\u3092\u6570\u3048\u3089\u308c\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0299","UC-0261","UC-0037","UC-0232"],"related_articles":[{"id":7916,"slug":"gyoshu-bunrui-list-ai","title":"\u696d\u7a2e\u5206\u985e\u3067\u30ea\u30b9\u30c8\u3092\u5207\u308b\u65b9\u6cd5\uff5c\u8868\u8a18\u3086\u308c\u3092AI\u3067\u5bc4\u305b\u308b"},{"id":4562,"slug":"mail-promotion-tab","title":"\u30e1\u30fc\u30eb\u304c\u53d7\u4fe1\u7bb1\u3067\u57cb\u3082\u308c\u308b\u539f\u56e0\uff5c\u30bf\u30d6\u5206\u985e\u3092\u524d\u63d0\u306b\u8a2d\u8a08"},{"id":5698,"slug":"roei-hokoku-tejun","title":"\u60c5\u5831\u304c\u6f0f\u308c\u305f\u3068\u304d\u306b\u52d5\u304f5\u5de5\u7a0b\uff5c\u5831\u544a\u3068\u901a\u77e5\u306e\u671f\u9650\u3092\u77e5\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u81ea\u5206\u3067\u5b9a\u7fa9\u3057\u305f\u9053\u5177\u3092\u6e21\u3059\u3068 Claude \u304c\u547c\u3076\u304b\u3092\u5224\u65ad\u3057\u3001\u547c\u3076\u3068\u304d\u306f `stop_reason: \"tool_use\"` \u3068 `tool_use` \u306e\u30d6\u30ed\u30c3\u30af\u3092\u8fd4\u3059\u3053\u3068\u3002\u9053\u5177\u306e\u5b9f\u884c\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u884c\u3044\u3001\u7d50\u679c\u3092 `tool_result` \u3067\u8fd4\u3059\u3053\u3068\u3002\u5fc5\u9808\u306e\u9805\u76ee\u304c\u8db3\u308a\u306a\u3044\u3068\u304d\u3001Claude Opus \u306f\u805e\u304d\u8fd4\u3059\u53ef\u80fd\u6027\u304c\u9ad8\u304f\u3001Claude Sonnet \u306f\u63a8\u6e2c\u3067\u57cb\u3081\u308b\u3053\u3068\u3082\u3042\u308b\u3053\u3068\u3002\u9053\u5177\u306e\u540d\u524d\u30fb\u8aac\u660e\u30fb\u30b9\u30ad\u30fc\u30de\u304c\u5165\u529b\u306e\u30c8\u30fc\u30af\u30f3\u306b\u6570\u3048\u3089\u308c\u308b\u3053\u3068 | [Claude: Tool use with Claude](https:\/\/platform.claude.com\/docs\/en\/agents-and-tools\/tool-use\/overview) | 2026-10-01 |\n| \u30c4\u30fc\u30eb\u306e\u5b9a\u7fa9\u306b `strict: true` \u3092\u4ed8\u3051\u308b\u3068\u3001\u5165\u529b\u304c\u30b9\u30ad\u30fc\u30de\u306b\u53b3\u5bc6\u306b\u5f93\u3044\u3001\u9053\u5177\u306e\u540d\u524d\u304c\u5fc5\u305a\u6709\u52b9\u306a\u3082\u306e\u306b\u306a\u308b\u3053\u3068 | [Claude: Strict tool use](https:\/\/platform.claude.com\/docs\/en\/agents-and-tools\/tool-use\/strict-tool-use) | 2026-10-01 |\n| \u9053\u5177\u306e\u5b9f\u884c\u304c\u5931\u6557\u3057\u305f\u3068\u304d\u306f `is_error: true` \u3092\u4ed8\u3051\u3066\u8fd4\u3057\u3001Claude \u304c\u305d\u308c\u3092\u8fd4\u4e8b\u306b\u7e54\u308a\u8fbc\u3080\u3053\u3068\u3002\u5916\u90e8\u304b\u3089\u5165\u308b\u5185\u5bb9\u3092\u4fe1\u983c\u3067\u304d\u306a\u3044\u5165\u529b\u3068\u3057\u3066\u6271\u3044\u3001\u9593\u63a5\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u306b\u6ce8\u610f\u3059\u308b\u3053\u3068 | [Claude: Handle tool calls](https:\/\/platform.claude.com\/docs\/en\/agents-and-tools\/tool-use\/handle-tool-calls) | 2026-10-01 |\n| `enum` \u304c\u4f7f\u3048\u308b\u3053\u3068\u3002`minimum`\u30fb`maximum` \u306a\u3069\u306e\u6570\u5024\u306e\u5236\u7d04\u3068\u3001`minLength`\u30fb`maxLength` \u306a\u3069\u306e\u6587\u5b57\u5217\u306e\u5236\u7d04\u306b\u5bfe\u5fdc\u3057\u306a\u3044\u3053\u3068\u3002\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b `additionalProperties: false` \u304c\u5fc5\u8981\u306a\u3053\u3068 | [Claude: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-01 |\n\n**\u7dca\u6025\u6642\u306e\u9023\u7d61\u306e\u624b\u9806\u3068\u3001\u3069\u306e\u4f9d\u983c\u3092\u7121\u6599\u3067\u53d7\u3051\u308b\u304b\u306f\u3001\u81ea\u793e\u306e\u904b\u7528\u3068\u9632\u707d\u306e\u8a08\u753b\u306b\u6cbf\u3063\u3066\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u4e0a\u8a18\u306e\u516c\u958b\u60c5\u5831\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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