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\u306e5\u5206\u4ee5\u5185\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u30921\u3064\u306e\u4f9d\u983c\u306b\u3057\u307e\u3059\n3. **\u4f9d\u983c\u3057\u305f\u4eba\u306e\u7acb\u5834\u306e\u5370** \u2026 LINE \u306e\u30e6\u30fc\u30b6\u30fc\u306e ID \u304c\u300c\u53d6\u6b21\u304e\u306e\u5e97\u300d\u306e\u4e00\u89a7\u306b\u3042\u308c\u3070\u3001\u5e97\u304b\u3089\u306e\u4f9d\u983c\u306e\u5370\u3092\u4ed8\u3051\u307e\u3059\n4. **AI\u306b\u6e21\u3059\u7bc4\u56f2\u3092\u7d5e\u308b** \u2026 \u96fb\u8a71\u756a\u53f7\u3068 LINE \u306e\u30e6\u30fc\u30b6\u30fc\u306e ID \u306f\u6e21\u3057\u307e\u305b\u3093\u3002**\u884c\u304d\u5148\u306e\u4f4f\u6240\u306f\u3001\u756a\u5730\u3088\u308a\u5f8c\u3092\u843d\u3068\u3057\u3066\u753a\u540d\u307e\u3067\u306b\u3057\u3066\u6e21\u3057\u307e\u3059**\n5. **\u6642\u523b\u306e\u57fa\u6e96** \u2026 \u53d7\u4fe1\u306e\u6642\u523b\u3092\u6e21\u3057\u3001\u300c30\u5206\u5f8c\u300d\u300c\u3044\u307e\u304b\u3089\u300d\u3092\u6642\u523b\u306b\u76f4\u3059\u57fa\u6e96\u306b\u3057\u307e\u3059\n\n**4\u756a\u76ee\u3067\u756a\u5730\u3092\u843d\u3068\u3059\u306e\u306f\u3001\u884c\u304d\u5148\u304c\u305f\u3044\u3066\u3044\u5229\u7528\u8005\u306e\u81ea\u5b85\u3060\u304b\u3089\u3067\u3059\u3002** \u6599\u91d1\u306e\u76ee\u5b89\u3092\u51fa\u3059\u306e\u306b\u8981\u308b\u306e\u306f\u533a\u57df\u3067\u3001\u533a\u57df\u3092\u6c7a\u3081\u308b\u306b\u306f\u753a\u540d\u3067\u8db3\u308a\u307e\u3059\u3002**\u756a\u5730\u307e\u3067\u542b\u3093\u3060\u4f4f\u6240\u306f\u3001\u53d7\u4ed8\u53f0\u5e33\u306b\u3060\u3051\u6b8b\u3057\u3001\u73ed\u306b\u306f\u914d\u8eca\u306e\u3068\u304d\u306b\u914d\u8eca\u4fc2\u304c\u4f1d\u3048\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u4f9d\u983c\u306e\u6587\u3092\u53d6\u308a\u51fa\u3059\u3053\u3068\u3068\u3001\u533a\u57df\u306e\u8868\u306e\u5019\u88dc\u306b\u7d50\u3073\u4ed8\u3051\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002**\n\n| \u9805\u76ee | \u3055\u305b\u308b\u3053\u3068 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u8fce\u3048\u306e\u5834\u6240 | \u66f8\u304b\u308c\u305f\u5834\u6240\u3092\u5199\u3057\u3001\u533a\u57df\u306e\u8868\u306e\u753a\u540d\u30fb\u99c5\u30fb\u5e97\u304b\u3089\u533a\u57df\u306e\u5019\u88dc\u3092\u6319\u3052\u308b | \u5019\u88dc\u304c\u7121\u3051\u308c\u3070 `zone` \u3092\u7a7a |\n| \u884c\u304d\u5148 | \u540c\u3058\u304f\u5199\u3057\u3001\u533a\u57df\u306e\u5019\u88dc\u3092\u6319\u3052\u308b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `null` |\n| \u5e0c\u671b\u306e\u6642\u523b | \u6642\u523b\u306b\u76f4\u3059\u3002\u300c\u3044\u307e\u304b\u3089\u300d\u306f `now` | \u5e45\u304c\u3042\u308c\u3070 `time_text` \u306b\u5199\u3059 |\n| \u8eca\u7a2e | \u66f8\u304b\u308c\u305f\u8eca\u540d\u30fbAT\uff0fMT\u30fb\u696d\u52d9\u7528\u304b\u3092\u5199\u3059 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `null` |\n| \u540c\u4e57\u306e\u4eba\u6570 | \u904b\u8ee2\u3057\u3066\u3082\u3089\u3046\u4eba\u306e\u307b\u304b\u306b\u4e57\u308b\u4eba\u6570 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `null` |\n| \u4f9d\u983c\u3057\u305f\u4eba\u306e\u7acb\u5834 | \u672c\u4eba\uff0f\u5e97\u30fb\u30db\u30c6\u30eb\u306e\u53d6\u6b21\u304e | \u8ff7\u3048\u3070 `unknown` |\n\n**`null` \u3092\u8fd4\u3055\u305b\u308b\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u6c7a\u307e\u308a\u3067\u3059\u3002** \u300c\u5bb6\u307e\u3067\u300d\u3068\u66f8\u304b\u308c\u305f\u4f9d\u983c\u3067\u3001\u540c\u3058\u4eba\u306e\u524d\u56de\u306e\u884c\u304d\u5148\u304c\u5206\u304b\u3063\u3066\u3044\u3066\u3082\u3001**\u884c\u304d\u5148\u3092\u88dc\u3044\u307e\u305b\u3093\u3002** \u5f15\u3063\u8d8a\u3057\u3084\u3001\u305d\u306e\u591c\u306f\u5b9f\u5bb6\u3078\u5e30\u308b\u3001\u3068\u3044\u3046\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002**\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u3001\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\u3067\u805e\u304d\u8fd4\u3057\u307e\u3059\u3002**\n\n**\u8eca\u7a2e\u306f\u3001\u3068\u304f\u306b\u63a8\u3057\u91cf\u3089\u305b\u307e\u305b\u3093\u3002** \u300c\u8efd\u3067\u3059\u300d\u3068\u3042\u308c\u3070\u30aa\u30fc\u30c8\u30de\u30c1\u30c3\u30af\u306e\u8eca\u304c\u591a\u3044\u306e\u306f\u78ba\u304b\u3067\u3059\u304c\u3001**AT\uff0fMT \u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `null` \u306b\u3057\u3001\u805e\u304d\u8fd4\u3057\u307e\u3059\u3002** \u30de\u30cb\u30e5\u30a2\u30eb\u306e\u8eca\u3092\u53d7\u3051\u306a\u3044\u4e8b\u696d\u8005\u306b\u3068\u3063\u3066\u3001\u3053\u3053\u3092\u63a8\u3057\u91cf\u308b\u3068\u7a7a\u632f\u308a\u306e\u539f\u56e0\u306b\u306a\u308a\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u6599\u91d1\u3092\u7b54\u3048\u308b | \u533a\u57df\u306e\u7d44\u307f\u5408\u308f\u305b\u3068\u6599\u91d1\u306e\u8868\u3067\u51fa\u3059 |\n| \u73ed\u3092\u9078\u3076 | \u5f85\u6a5f\u306e\u8868\u3067\u5019\u88dc\u3092\u51fa\u3057\u3001\u914d\u8eca\u4fc2\u304c\u9078\u3076 |\n| \u53d7\u3051\u306a\u3044\u8eca\u304b\u3092\u6c7a\u3081\u308b | \u8eca\u306e\u6c7a\u307e\u308a\u306e\u8868\u3068\u7167\u3089\u3057\u3066\u6c7a\u3081\u308b |\n| \u5230\u7740\u306e\u6642\u523b\u3092\u7d04\u675f\u3059\u308b | \u73ed\u306e\u69d8\u5b50\u3092\u77e5\u308b\u914d\u8eca\u4fc2\u304c\u6c7a\u3081\u308b |\n| \u5229\u7528\u8005\u306e\u9154\u3044\u306e\u7a0b\u5ea6\u3092\u5224\u65ad\u3059\u308b | \u904b\u8ee2\u3059\u308b\u4eba\u304c\u73fe\u5730\u3067\u5224\u65ad\u3059\u308b |","prompt_example":"```\n\u3042\u306a\u305f\u306f\u904b\u8ee2\u4ee3\u884c\u306e\u4e8b\u696d\u8005\u306e\u914d\u8eca\u4fc2\u3067\u3001Web \u3068 LINE \u3067\u5c4a\u3044\u305f\u4f9d\u983c\u3092\n\u53d7\u4ed8\u53f0\u5e33\u306b\u8d77\u3053\u3059\u62c5\u5f53\u3067\u3059\u3002\u4e0b\u306b\u6e21\u3059\u4f9d\u983c\u306e\u6587\u304b\u3089\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3001\n\u533a\u57df\u306e\u8868\u306e\u5019\u88dc\u306b\u7d50\u3073\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n\u6599\u91d1\u3001\u914d\u8eca\u3059\u308b\u73ed\u3001\u5230\u7740\u306e\u6642\u523b\u306f\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\n1. \u8fce\u3048\u306e\u5834\u6240\uff08pickup\uff09\uff1a\u66f8\u304b\u308c\u305f\u5834\u6240\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3001\n   \u533a\u57df\u306e\u8868\u306e\u753a\u540d\u30fb\u99c5\u30fb\u5e97\u30fb\u30db\u30c6\u30eb\u304b\u3089\u533a\u57df\u306e\u756a\u53f7\uff08zone\uff09\u3092\u9078\u3076\u3002\n2. \u884c\u304d\u5148\uff08destination\uff09\uff1a\u540c\u3058\u304f\u5199\u3057\u3001\u533a\u57df\u306e\u756a\u53f7\u3092\u9078\u3076\u3002\n3. \u5e0c\u671b\u306e\u6642\u523b\uff08time\uff09\uff1a\u53d7\u4fe1\u306e\u6642\u523b\u3092\u57fa\u6e96\u306b\u6642\u523b\u306b\u76f4\u3059\u3002\n   \u300c\u3044\u307e\u304b\u3089\u300d\u300c\u3059\u3050\u300d\u306f now\u3002\u300c22\u6642\u3054\u308d\u300d\u300c\u5bb4\u4f1a\u304c\u7d42\u308f\u3063\u305f\u3089\u300d\u306e\n   \u3088\u3046\u306b\u6c7a\u3081\u3089\u308c\u306a\u3044\u3068\u304d\u306f time \u3092\u7a7a\u306b\u3057\u3001time_text \u306b\u539f\u6587\u3092\u5199\u3059\u3002\n4. \u8eca\u7a2e\uff08vehicle\uff09\uff1a\u8eca\u540d\u3001AT\uff0fMT\u3001\u696d\u52d9\u7528\u304b\u3001\u3092\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059\u3002\n5. \u540c\u4e57\u306e\u4eba\u6570\uff08passengers\uff09\uff1a\u904b\u8ee2\u3057\u3066\u3082\u3089\u3046\u4eba\u306e\u307b\u304b\u306b\u4e57\u308b\u4eba\u6570\u3002\n6. \u4f9d\u983c\u3057\u305f\u4eba\u306e\u7acb\u5834\uff08requester\uff09\uff1aself\uff0fvenue\uff08\u5e97\u30fb\u30db\u30c6\u30eb\uff09\uff0funknown\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f null \u306b\u3059\u308b\u3002\u524d\u56de\u306e\u4f9d\u983c\u3084\u4e00\u822c\u7684\u306a\u50be\u5411\u304b\u3089\n  \u88dc\u308f\u306a\u3044\u3002\u300c\u5bb6\u307e\u3067\u300d\u306e\u884c\u304d\u5148\u3092\u88dc\u308f\u306a\u3044\u3002\n- AT\uff0fMT \u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 null \u306b\u3059\u308b\u3002\u8eca\u540d\u304b\u3089\u6c7a\u3081\u306a\u3044\u3002\n- \u533a\u57df\u306e\u8868\u306b\u7121\u3044\u5834\u6240\u306f\u3001\u4f3c\u305f\u540d\u524d\u306e\u5834\u6240\u306b\u5bc4\u305b\u306a\u3044\u3002zone \u3092\u7a7a\u306b\u3059\u308b\u3002\n- \u533a\u57df\u306e\u8868\u3067\u300c\u5883\u306e\u753a\u300d\u306e\u5370\u306e\u3042\u308b\u753a\u306f\u3001zone \u3092\u7a7a\u306b\u3057 boundary \u3092 true \u306b\u3059\u308b\u3002\n- \u6599\u91d1\u3001\u5230\u7740\u306e\u6642\u523b\u3001\u914d\u8eca\u3059\u308b\u73ed\u3092\u66f8\u304b\u306a\u3044\u3002\n- \u9154\u3044\u306e\u7a0b\u5ea6\u3084\u5229\u7528\u8005\u306e\u69d8\u5b50\u306b\u3064\u3044\u3066\u4f55\u3082\u66f8\u304b\u306a\u3044\u3002\n- \u78ba\u304b\u3081\u305f\u3044\u3053\u3068\u306f questions \u306b\u3001\u5229\u7528\u8005\u3078\u306e\u8cea\u554f\u306e\u5f62\u3067\u66f8\u304f\u3002\n\n\u3010\u533a\u57df\u306e\u8868\u3011{zones}\n\u3010\u53d7\u4fe1\u306e\u6642\u523b\u3011{received_at}\n\u3010\u4f9d\u983c\u306e\u6587\u3011{request}\n```\n\n**\u300c\u524d\u56de\u306e\u4f9d\u983c\u304b\u3089\u88dc\u308f\u306a\u3044\u300d\u3092\u66f8\u304f\u306e\u306f\u3001\u540c\u3058\u5229\u7528\u8005\u306e\u4f9d\u983c\u3092\u4e26\u3079\u3066\u6e21\u3059\u3068\u3001AI\u304c\u524d\u56de\u306e\u884c\u304d\u5148\u3067\u57cb\u3081\u3088\u3046\u3068\u3059\u308b\u304b\u3089\u3067\u3059\u3002** \u3053\u306e\u69cb\u6210\u3067\u306f\u76f4\u8fd1\u306e\u4f9d\u983c\u306f AI \u306b\u6e21\u3055\u305a\u3001\u914d\u8eca\u4fc2\u306e\u753b\u9762\u306b\u3060\u3051\u4e26\u3079\u307e\u3059\u3002**\u305d\u308c\u3067\u3082\u6307\u793a\u306b\u66f8\u3044\u3066\u304a\u304f\u306e\u306f\u3001\u4f9d\u983c\u306e\u6587\u306e\u4e2d\u306b\u300c\u3044\u3064\u3082\u306e\u6240\u307e\u3067\u300d\u3068\u66f8\u304b\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002**","output_data":"**\u6b21\u306e\u5f62\u306e JSON \u3092\u8fd4\u3055\u305b\u307e\u3059\u3002**\n\n```json\n{\n  \"request_id\": \"\",\n  \"requester\": \"self | venue | unknown\",\n  \"pickup\": { \"text\": \"\u99c5\u524d\u306e\u713c\u304d\u9ce5\u3007\u3007\", \"zone\": \"Z03\", \"boundary\": false },\n  \"destination\": { \"text\": \"\u25b3\u25b3\u753a\", \"zone\": null, \"boundary\": true },\n  \"time\": \"\",\n  \"time_text\": \"\u5bb4\u4f1a\u304c\u7d42\u308f\u3063\u305f\u3089\",\n  \"vehicle\": { \"text\": \"\u8efd\", \"transmission\": null, \"commercial\": null },\n  \"passengers\": 1,\n  \"questions\": [\"\u304a\u8eca\u306f\u30aa\u30fc\u30c8\u30de\u30c1\u30c3\u30af\u3067\u3057\u3087\u3046\u304b\u3002\", \"\u304a\u8fce\u3048\u306e\u3054\u5e0c\u671b\u306e\u6642\u523b\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002\"]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u53d6\u308a\u51fa\u3057\u3068\u6599\u91d1\u30fb\u914d\u8eca\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u6599\u91d1\u306e\u76ee\u5b89\u306f\u3001`pickup.zone` \u3068 `destination.zone` \u3067\u6599\u91d1\u306e\u8868\u3092\u5f15\u304d\u3001\u6642\u523b\u3067\u6df1\u591c\u306e\u52a0\u7b97\u3092\u8db3\u3057\u3066\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u51fa\u3057\u307e\u3059\u3002\u632f\u308a\u5206\u3051\u306e\u898f\u5247\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u632f\u308a\u5206\u3051 | \u6761\u4ef6 |\n|:--|:--|\n| \u914d\u8eca\u4fc2\u304c\u3059\u3050\u898b\u308b | \u8eca\u306e\u6c7a\u307e\u308a\u306e\u8868\u306e\u53d7\u3051\u306a\u3044\u6761\u4ef6\u306b\u5f53\u305f\u308b\u3001\u533a\u57df\u306e\u5916\u3001`boundary` \u304c true\u3001`requester` \u304c `venue` \u3067\u672c\u4eba\u306e\u9023\u7d61\u5148\u304c\u7121\u3044 |\n| \u805e\u304d\u8fd4\u3057 | `destination.zone`\u30fb`vehicle.transmission`\u30fb`time` \u306e\u3069\u308c\u304b\u304c\u7a7a |\n| \u305d\u306e\u307e\u307e\u6848\u5185\u3067\u304d\u308b | \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 |\n\n**2\u3064\u76ee\u306f\u3001\u6570\u306e\u78ba\u304b\u3081\u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067\u884c\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u540c\u4e57\u306e\u4eba\u6570\u304c\u8eca\u306e\u5b9a\u54e1\u304b\u30891\u3092\u5f15\u3044\u305f\u6570\u3092\u8d85\u3048\u306a\u3044\u304b\u306f\u3001Make \u306e\u5f0f\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u306f\u6570\u5024\u306e `minimum`\u30fb`maximum` \u306e\u3088\u3046\u306a\u5236\u7d04\u306b\u5bfe\u5fdc\u305b\u305a\u3001\u4f7f\u3046\u3068 400 \u306e\u30a8\u30e9\u30fc\u306b\u306a\u308b**\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u7bc4\u56f2\u306f\u30b9\u30ad\u30fc\u30de\u306b\u66f8\u304d\u307e\u305b\u3093\u3002\n\n**3\u3064\u76ee\u306f\u3001\u9078\u3093\u3060\u5024\u306e\u7167\u3089\u3057\u65b9\u3092\u6c7a\u3081\u3066\u304a\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u6587\u5b57\u5217\u306e enum \u306e\u5927\u6587\u5b57\u30fb\u5c0f\u6587\u5b57\u307e\u3067\u306f\u4fdd\u8a3c\u3055\u308c\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30eb\u30fc\u30bf\u30fc\u3067\u6bd4\u3079\u308b\u524d\u306b\u3001`requester` \u3092\u5c0f\u6587\u5b57\u306b\u305d\u308d\u3048\u307e\u3059\u3002**\n\n**\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\u306f\u3001AI\u306e JSON \u3068\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u8a08\u7b97\u304b\u3089\u3001\u6c7a\u307e\u3063\u305f\u578b\u306b\u5dee\u3057\u8fbc\u3093\u3067\u4f5c\u308a\u307e\u3059\u3002** \u4f8b\u3048\u3070\u6b21\u306e\u3088\u3046\u306a\u5f62\u3067\u3059\u3002\n\n```\n\u3010\u53d7\u4ed8\u306e\u5185\u5bb9\u3011\n\u304a\u8fce\u3048\uff1a\u99c5\u524d\u306e\u713c\u304d\u9ce5\u3007\u3007\uff08\u533a\u57df3\uff09\n\u884c\u304d\u5148\uff1a\u25b3\u25b3\u753a\n\u6599\u91d1\u306e\u76ee\u5b89\uff1a\uff08\u914d\u8eca\u4fc2\u304c\u533a\u57df\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u5165\u308a\u307e\u3059\uff09\n\n\u3010\u304a\u4f3a\u3044\u3057\u305f\u3044\u3053\u3068\u3011\n\u30fb\u304a\u8eca\u306f\u30aa\u30fc\u30c8\u30de\u30c1\u30c3\u30af\u3067\u3057\u3087\u3046\u304b\u3002\n\u30fb\u304a\u8fce\u3048\u306e\u3054\u5e0c\u671b\u306e\u6642\u523b\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u6599\u91d1\u306f\u5f53\u793e\u30b5\u30a4\u30c8\u306b\u63b2\u793a\u3057\u3066\u3044\u308b\u6599\u91d1\u8868\u306b\u3088\u308a\u307e\u3059\u3002\n\u5230\u7740\u3057\u305f\u904b\u8ee2\u8005\u304b\u3089\u3001\u6599\u91d1\u3068\u3054\u5229\u7528\u306e\u6761\u4ef6\u3092\u3054\u8aac\u660e\u3057\u307e\u3059\u3002\n```\n\n**\u6599\u91d1\u306e\u76ee\u5b89\u306e\u6b04\u306f\u3001\u533a\u57df\u304c\u6c7a\u307e\u3063\u305f\u3068\u304d\u3060\u3051\u6570\u5b57\u304c\u5165\u308a\u307e\u3059\u3002** \u5883\u306e\u753a\u3084\u533a\u57df\u306e\u8868\u306b\u7121\u3044\u5834\u6240\u306e\u3068\u304d\u306f\u3001\u914d\u8eca\u4fc2\u304c\u533a\u57df\u3092\u6c7a\u3081\u3066\u304b\u3089\u6570\u5b57\u3092\u5165\u308c\u307e\u3059\u3002**AI\u306b\u8fd4\u4e8b\u306e\u6587\u7ae0\u305d\u306e\u3082\u306e\u3092\u66f8\u304b\u305b\u306a\u3044\u306e\u306f\u3001\u6599\u91d1\u3084\u5230\u7740\u306e\u6642\u523b\u3092\u6587\u4e2d\u306b\u66f8\u304d\u8db3\u3059\u306e\u3092\u9632\u3050\u305f\u3081\u3067\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u4e88\u7d04\u30d5\u30a9\u30fc\u30e0 | Webhooks \u306e Custom webhook | \u4f9d\u983c\u306e\u9805\u76ee\u3092\u53d7\u3051\u308b |\n| LINE | LINE \u306e Watch Events\uff0fHTTP \u306e Make a request | \u4f9d\u983c\u3092\u53d7\u3051\u3001\u5fdc\u7b54\u30e1\u30c3\u30bb\u30fc\u30b8\u3068\u30d7\u30c3\u30b7\u30e5\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u308b |\n| \u53d7\u4ed8\u53f0\u5e33 | Google Sheets \u306e Search Rows\uff0fAdd a Row\uff0fWatch Changes | \u91cd\u8907\u3092\u78ba\u304b\u3081\u3001\u4eee\u306e\u884c\u3092\u66f8\u304d\u3001\u300c\u9001\u308b\u300d\u306e\u5370\u3092\u62fe\u3046 |\n| \u533a\u57df\u30fb\u8eca\u306e\u6c7a\u307e\u308a\u30fb\u6599\u91d1\u30fb\u73ed\u306e\u5f85\u6a5f\u306e\u8868 | Google Sheets \u306e Search Rows | \u8868\u3092\u8aad\u3080 |\n| Claude API | HTTP \u306e Make a request\uff08Messages API\uff09 | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3068\u533a\u57df\u306e\u5019\u88dc |\n\n**\u30eb\u30fc\u30bf\u30fc\u306e\u30eb\u30fc\u30c8\u306f\u3001\u914d\u8eca\u4fc2\u304c\u3059\u3050\u898b\u308b\u2192\u805e\u304d\u8fd4\u3057\u2192\u305d\u306e\u307e\u307e\u6848\u5185\u3067\u304d\u308b\u2192\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u306e\u9806\u306b\u4e26\u3079\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u30eb\u30fc\u30c8\u306f\u540c\u6642\u3067\u306f\u306a\u304f1\u672c\u305a\u3064\u9806\u306b\u51e6\u7406\u3055\u308c\u3001\u3069\u306e\u6761\u4ef6\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\u30c7\u30fc\u30bf\u306f\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u306e\u30eb\u30fc\u30c8\u304c\u51e6\u7406\u3059\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u53d7\u3051\u306a\u3044\u8eca\u306e\u4f9d\u983c\u304c\u3001\u6599\u91d1\u306e\u76ee\u5b89\u3092\u6dfb\u3048\u305f\u6848\u5185\u306e\u30eb\u30fc\u30c8\u307e\u3067\u6d41\u308c\u306a\u3044\u3088\u3046\u306b\u3001\u914d\u8eca\u4fc2\u304c\u3059\u3050\u898b\u308b\u30eb\u30fc\u30c8\u3092\u5148\u982d\u306b\u7f6e\u304d\u307e\u3059\u3002**\n\n**\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\u306b\u306f\u3001\u6599\u91d1\u306e\u76ee\u5b89\u3068\u4e00\u7dd2\u306b\u3001\u6599\u91d1\u3092\u63b2\u793a\u3057\u3066\u3044\u308b\u81ea\u793e\u30b5\u30a4\u30c8\u306e\u5834\u6240\u3092\u66f8\u304d\u307e\u3059\u3002** \u81ea\u52d5\u8eca\u904b\u8ee2\u4ee3\u884c\u696d\u306e\u696d\u52d9\u306e\u9069\u6b63\u5316\u306b\u95a2\u3059\u308b\u6cd5\u5f8b\u306f\u3001\u4e8b\u696d\u8005\u304c\u6599\u91d1\u3092\u5b9a\u3081\u3066\u55b6\u696d\u6240\u306b\u63b2\u793a\u3057\u516c\u8846\u306e\u95b2\u89a7\u306b\u4f9b\u3059\u308b\u3053\u3068\u3001**\u4ee3\u884c\u904b\u8ee2\u3092\u63d0\u4f9b\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u304d\u306b\u3001\u5229\u7528\u8005\u304c\u53d7\u3051\u3088\u3046\u3068\u3059\u308b\u5185\u5bb9\u3092\u78ba\u304b\u3081\u305f\u3046\u3048\u3067\u6599\u91d1\u3084\u7d04\u6b3e\u306e\u6982\u8981\u306a\u3069\u306e\u6761\u4ef6\u3092\u8aac\u660e\u3059\u308b\u3053\u3068**\u3092\u5b9a\u3081\u3066\u3044\u307e\u3059\u3002**\u8fd4\u4e8b\u306e\u76ee\u5b89\u306f\u8aac\u660e\u306e\u4ee3\u308f\u308a\u3067\u306f\u306a\u304f\u3001\u5230\u7740\u3057\u305f\u904b\u8ee2\u3059\u308b\u4eba\u304c\u6761\u4ef6\u3092\u8aac\u660e\u3057\u307e\u3059\u3002**","human_review":"**\u914d\u8eca\u4fc2\u304c\u3001\u3059\u3079\u3066\u306e\u8fd4\u4e8b\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u9001\u308a\u307e\u3059\u3002** \u9001\u308b\u306e\u306f\u914d\u8eca\u4fc2\u304c\u53f0\u5e33\u3067\u300c\u9001\u308b\u300d\u306b\u5370\u3092\u4ed8\u3051\u305f\u3068\u304d\u3060\u3051\u3067\u3059\u3002\n\n1. **\u914d\u8eca\u4fc2\u304c\u3059\u3050\u898b\u308b\u4f9d\u983c\u3092\u5148\u306b\u898b\u308b** \u2026 \u53d7\u3051\u306a\u3044\u8eca\u3001\u533a\u57df\u306e\u5916\u3001\u5883\u306e\u753a\u3001\u672c\u4eba\u306e\u9023\u7d61\u5148\u304c\u7121\u3044\u5e97\u304b\u3089\u306e\u4f9d\u983c\u3067\u3059\u3002**\u5e97\u304b\u3089\u306e\u4f9d\u983c\u306f\u3001\u5e97\u306b\u672c\u4eba\u306e\u540d\u524d\u3068\u9023\u7d61\u5148\u3092\u805e\u304d\u8fd4\u3057\u307e\u3059**\n2. **\u805e\u304d\u8fd4\u3057\u306e\u4e0b\u66f8\u304d\u3092\u78ba\u304b\u3081\u308b** \u2026 `questions` \u304c\u4f9d\u983c\u306e\u6587\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\u3002**AT\uff0fMT \u306e\u805e\u304d\u8fd4\u3057\u306f\u5fc5\u305a\u6b8b\u3057\u307e\u3059**\n3. **\u73ed\u3092\u9078\u3076** \u2026 \u5019\u88dc\u306e\u73ed\u306e\u69d8\u5b50\u3092\u7121\u7dda\u3067\u78ba\u304b\u3081\u3066\u9078\u3073\u3001\u5230\u7740\u306e\u76ee\u5b89\u3092\u4e0b\u66f8\u304d\u306b\u66f8\u304d\u8db3\u3057\u307e\u3059\n4. **\u6599\u91d1\u306e\u76ee\u5b89\u3092\u78ba\u304b\u3081\u308b** \u2026 \u533a\u57df\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u4f9d\u983c\u306e\u6587\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n5. **\u9001\u308b** \u2026 \u53f0\u5e33\u306e\u300c\u9001\u308b\u300d\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**\u5e97\u304b\u3089\u306e\u4f9d\u983c\u306f\u3001\u3068\u304f\u306b\u4e01\u5be7\u306b\u898b\u307e\u3059\u3002** \u4f9d\u983c\u3057\u305f\u4eba\u3068\u4e57\u308b\u4eba\u304c\u9055\u3046\u306e\u3067\u3001**\u5230\u7740\u3057\u305f\u3068\u304d\u306b\u8ab0\u306e\u8eca\u304b\u304c\u5206\u304b\u308b\u624b\u304c\u304b\u308a\uff08\u540d\u524d\u30fb\u8eca\u306e\u8272\u30fb\u30ca\u30f3\u30d0\u30fc\u306e\u4e0b4\u6841\uff09\u3092\u3001\u5e97\u306b\u805e\u304d\u8fd4\u3057\u3066\u304b\u3089\u914d\u8eca\u3057\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| 1\u3064\u306e\u4f9d\u983c\u304c\u4f55\u901a\u306b\u3082\u5206\u304b\u308c\u3066\u5c4a\u304f | \u540c\u3058\u30e6\u30fc\u30b6\u30fc\u306e ID \u306e5\u5206\u4ee5\u5185\u3092\u307e\u3068\u3081\u3001\u7d9a\u304d\u304c\u7121\u3051\u308c\u3070 AI \u3092\u547c\u3076 |\n| \u5fdc\u7b54\u30c8\u30fc\u30af\u30f3\u306e1\u5206\u3092\u904e\u304e\u305f | \u5fdc\u7b54\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u3089\u305a\u3001\u914d\u8eca\u4fc2\u306e\u8fd4\u4e8b\u3092\u30d7\u30c3\u30b7\u30e5\u30e1\u30c3\u30bb\u30fc\u30b8\u3067\u9001\u308b |\n| \u533a\u57df\u306e\u8868\u306b\u7121\u3044\u5e97\u30fb\u5834\u6240 | \u914d\u8eca\u4fc2\u3078\u3002\u914d\u8eca\u4fc2\u304c\u533a\u57df\u3092\u6c7a\u3081\u3001\u8868\u306b\u5e97\u3092\u66f8\u304d\u8db3\u3059 |\n| \u5883\u306e\u753a | \u914d\u8eca\u4fc2\u3078\u3002\u3069\u3061\u3089\u306e\u533a\u57df\u3067\u6570\u3048\u308b\u304b\u3092\u8868\u306e\u6c7a\u307e\u308a\u3067\u6c7a\u3081\u308b |\n| \u53d7\u3051\u306a\u3044\u8eca | \u914d\u8eca\u4fc2\u3078\u3002\u304a\u65ad\u308a\u306e\u8fd4\u4e8b\u306f\u914d\u8eca\u4fc2\u304c\u66f8\u304f |\n| \u6642\u523b\u306e\u5909\u66f4\u30fb\u53d6\u308a\u6d88\u3057\u304c\u5c4a\u304f | \u53d7\u4ed8\u53f0\u5e33\u306e\u884c\u3092\u5f15\u304d\u3001\u914d\u8eca\u6e08\u306a\u3089\u73ed\u3078\u4f1d\u3048\u308b\u3088\u3046\u914d\u8eca\u4fc2\u306b\u77e5\u3089\u305b\u308b |\n| \u5148\u306e\u65e5\u306e\u4e88\u7d04\uff08\u5bb4\u4f1a\u306e\u5f8c\u306a\u3069\uff09 | \u73ed\u306e\u5019\u88dc\u3092\u51fa\u3055\u305a\u3001\u5f53\u65e5\u306e\u914d\u8eca\u306e\u4e00\u89a7\u306b\u56de\u3059\u3002\u524d\u65e5\u306b\u914d\u8eca\u4fc2\u304c\u73ed\u3092\u6c7a\u3081\u308b |\n| \u753b\u50cf\u3084\u30b9\u30bf\u30f3\u30d7\u3060\u3051\u304c\u5c4a\u304f | AI \u3092\u547c\u3070\u305a\u3001\u914d\u8eca\u4fc2\u3078\u56de\u3059 |\n| `stop_reason` \u304c `refusal` \u304b `max_tokens` | JSON \u3092\u8aad\u307e\u305a\u306b\u914d\u8eca\u4fc2\u3078 |\n| Claude API \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u53f0\u5e33\u306b\u300c\u672a\u51e6\u7406\u300d\u3068\u66f8\u304d\u3001\u914d\u8eca\u4fc2\u304c\u4f9d\u983c\u306e\u6587\u3092\u76f4\u63a5\u8aad\u3080 |\n\n**\u4e0a\u306e3\u884c\u304c\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u308c\u3082AI\u306e\u8aa4\u308a\u3067\u306f\u306a\u304f\u3001**LINE \u306e\u4f7f\u308f\u308c\u65b9\u3068\u533a\u57df\u306e\u8868\u306e\u6574\u3048\u65b9\u306e\u554f\u984c\u3067\u3059\u3002** \u533a\u57df\u306e\u8868\u306b\u7121\u3044\u5e97\u304c\u591a\u3044\u9031\u306f\u3001\u53d6\u6b21\u304e\u306e\u591a\u3044\u5e97\u304b\u3089\u8868\u306b\u66f8\u304d\u8db3\u3057\u307e\u3059\u3002","log_storage":"- \u4f9d\u983c\u306e\u5143\u306e\u9805\u76ee\u3068 LINE \u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u672c\u6587\uff08\u307e\u3068\u3081\u308b\u524d\u306e1\u901a\u305a\u3064\uff09\n- \u8fd4\u3063\u3066\u304d\u305f JSON \u306e\u5168\u6587\u3068 `stop_reason`\n- \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u51fa\u3057\u305f\u6599\u91d1\u306e\u76ee\u5b89\u3068\u3001\u305d\u306e\u3068\u304d\u306e\u6599\u91d1\u306e\u8868\u306e\u7248\n- \u914d\u8eca\u4fc2\u304c\u9078\u3093\u3060\u73ed\u3068\u3001\u5019\u88dc\u306b\u4e26\u3093\u3067\u3044\u305f\u73ed\n- \u9001\u3063\u305f\u8fd4\u4e8b\u306e\u672c\u6587\u3068\u9001\u3063\u305f\u6642\u523b\u3001\u914d\u8eca\u4fc2\u304c\u76f4\u3057\u305f\u7b87\u6240\n- \u82e6\u60c5\u3084\u6599\u91d1\u306e\u884c\u304d\u9055\u3044\u304c\u3042\u3063\u305f\u3068\u304d\u306e\u8a18\u9332\n\n**3\u3064\u76ee\u3067\u6599\u91d1\u306e\u8868\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u6599\u91d1\u3092\u6539\u5b9a\u3057\u305f\u6708\u306b\u300c\u524d\u3068\u8a00\u308f\u308c\u305f\u984d\u304c\u9055\u3046\u300d\u3068\u8a00\u308f\u308c\u305f\u3068\u304d\u306e\u305f\u3081\u3067\u3059\u3002** \u540c\u6cd5\u306f\u3001\u82e6\u60c5\u306e\u51e6\u7406\u306b\u95a2\u3059\u308b\u5e33\u7c3f\u306a\u3069\u3092\u55b6\u696d\u6240\u3054\u3068\u306b\u5099\u3048\u4ed8\u3051\u308b\u3053\u3068\u3082\u5b9a\u3081\u3066\u3044\u307e\u3059\u3002**\u884c\u304d\u9055\u3044\u306e\u8a18\u9332\u306f\u3001\u3053\u306e\u69cb\u6210\u306e\u30ed\u30b0\u3068\u306f\u5225\u306b\u3001\u82e6\u60c5\u306e\u5e33\u7c3f\u306b\u3082\u4eba\u304c\u66f8\u304d\u307e\u3059\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":2,"cost_band":"\u4e2d","cost_level_label":"\u30ce\u30fc\u30b3\u30fc\u30c9\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":960,"assumption_workdays":20,"volume_month":960,"before_minutes_per_case":5,"after_minutes_per_case":1.5,"hourly_cost":1800,"before_hours_month":80,"after_hours_month":24,"saved_hours_month":56,"reduction_rate":70,"saved_hours_year":672,"annual_cost_effect":1209600,"summary":"\u904b\u8ee2\u4ee3\u884c\u306e\u4e8b\u696d\u8005\u306b Web \u3068 LINE \u3067\u5c4a\u304f\u4e88\u7d04\u30fb\u4f9d\u983c\u3092 Make \u3067\u53d7\u3051\u3001\u8fce\u3048\u306e\u5834\u6240\u30fb\u884c\u304d\u5148\u30fb\u6642\u523b\u30fb\u8eca\u7a2e\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002\u63b2\u793a\u3057\u3066\u3044\u308b\u6599\u91d1\u306e\u8868\u304b\u3089\u6599\u91d1\u306e\u76ee\u5b89\u3092\u3001\u5f85\u6a5f\u3057\u3066\u3044\u308b\u73ed\u306e\u8868\u304b\u3089\u914d\u8eca\u306e\u5019\u88dc\u3092\u51fa\u3057\u3001\u5229\u7528\u8005\u3078\u306e\u8fd4\u4e8b\u3092\u4e0b\u66f8\u304d\u3057\u307e\u3059\u3002","before_flow":"1. \u914d\u8eca\u4fc2\u304c Web \u306e\u30d5\u30a9\u30fc\u30e0\u306e\u901a\u77e5\u30e1\u30fc\u30eb\u3068 LINE \u306e\u30c8\u30fc\u30af\u753b\u9762\u3092\u958b\u304d\u3001\u4f9d\u983c\u3092\u8aad\u3080\n2. \u8fce\u3048\u306e\u5834\u6240\u30fb\u884c\u304d\u5148\u30fb\u5e0c\u671b\u306e\u6642\u523b\u30fb\u8eca\u7a2e\u30fb\u540c\u4e57\u306e\u4eba\u6570\u3092\u62fe\u3046\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u805e\u304d\u8fd4\u3059\n3. \u8fce\u3048\u306e\u5834\u6240\u3068\u884c\u304d\u5148\u3092\u533a\u57df\u306b\u76f4\u3057\u3001\u6599\u91d1\u306e\u8868\u3067\u6599\u91d1\u306e\u76ee\u5b89\u3092\u51fa\u3059\n4. \u73ed\u306e\u5f85\u6a5f\u306e\u8868\u3092\u898b\u3066\u3001\u8fce\u3048\u306b\u9593\u306b\u5408\u3046\u73ed\u3092\u63a2\u3059\n5. \u53d7\u4ed8\u53f0\u5e33\u306b\u66f8\u304d\u8fbc\u307f\u3001\u5229\u7528\u8005\u306b\u6599\u91d1\u306e\u76ee\u5b89\u3068\u5230\u7740\u306e\u76ee\u5b89\u3092\u8fd4\u3059\n6. \u73ed\u306b\u7121\u7dda\u304b\u96fb\u8a71\u3067\u914d\u8eca\u3092\u4f1d\u3048\u308b\n\n**\uff08a\uff09\u9031\u672b\u306e\u591c\u306b\u4f9d\u983c\u304c\u91cd\u306a\u308a\u3001\u8fd4\u4e8b\u304c\u9045\u308c\u308b\u3002** \u914d\u8eca\u4fc22\u540d\u304c\u96fb\u8a71\u3092\u53d7\u3051\u3066\u3044\u308b\u9593\u3001**LINE \u306e\u4f9d\u983c\u306f\u8aad\u307e\u308c\u305a\u306b\u305f\u307e\u308a\u307e\u3059\u3002** \u8fd4\u4e8b\u304c\u6765\u306a\u3044\u5229\u7528\u8005\u306f\u5225\u306e\u4e8b\u696d\u8005\u306b\u983c\u307f\u3001\u8fce\u3048\u306b\u884c\u3063\u3066\u304b\u3089\u300c\u3082\u3046\u5225\u306e\u3092\u547c\u3093\u3060\u300d\u3068\u8a00\u308f\u308c\u307e\u3059\u3002\n\n**\uff08b\uff09\u884c\u304d\u5148\u3068\u8eca\u7a2e\u3092\u805e\u304d\u6f0f\u3089\u3059\u3002** \u300c\u99c5\u524d\u306e\u3007\u3007\u307e\u3067\u8fce\u3048\u306b\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u305f\u4f9d\u983c\u306f\u3001**\u884c\u304d\u5148\u304c\u5206\u304b\u3089\u306a\u3044\u306e\u3067\u6599\u91d1\u306e\u76ee\u5b89\u304c\u51fa\u305b\u307e\u305b\u3093\u3002** \u8eca\u7a2e\u3092\u805e\u304d\u5fd8\u308c\u308b\u3068\u3001\u8fce\u3048\u306b\u884c\u3063\u3066\u304b\u3089\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u8eca\u3060\u3068\u5206\u304b\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u6599\u91d1\u306e\u76ee\u5b89\u306e\u7b54\u3048\u65b9\u304c\u4eba\u306b\u3088\u3063\u3066\u9055\u3046\u3002** \u533a\u57df\u306e\u5883\u306e\u753a\u3092\u3001\u3069\u3061\u3089\u306e\u533a\u57df\u3067\u6570\u3048\u308b\u304b\u304c\u914d\u8eca\u4fc2\u306b\u3088\u3063\u3066\u9055\u3044\u307e\u3059\u3002**\u63b2\u793a\u3057\u3066\u3044\u308b\u6599\u91d1\u3068\u9055\u3046\u76ee\u5b89\u3092\u4f1d\u3048\u308b\u3068\u3001\u964d\u308a\u308b\u3068\u304d\u306b\u3082\u3081\u307e\u3059\u3002**\n\n**\uff08d\uff09\u5e97\u304b\u3089\u306e\u4f9d\u983c\u3068\u672c\u4eba\u306e\u4f9d\u983c\u304c\u6df7\u3056\u308b\u3002** \u5e97\u304c\u53d6\u308a\u6b21\u3044\u3060\u4f9d\u983c\u306b\u672c\u4eba\u306e\u96fb\u8a71\u756a\u53f7\u304c\u7121\u304f\u3001**\u5230\u7740\u3057\u3066\u3082\u8ab0\u304c\u5229\u7528\u8005\u304b\u5206\u304b\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**","before_flow_steps":["\u914d\u8eca\u4fc2\u304c Web \u306e\u30d5\u30a9\u30fc\u30e0\u306e\u901a\u77e5\u30e1\u30fc\u30eb\u3068 LINE \u306e\u30c8\u30fc\u30af\u753b\u9762\u3092\u958b\u304d\u3001\u4f9d\u983c\u3092\u8aad\u3080","\u8fce\u3048\u306e\u5834\u6240\u30fb\u884c\u304d\u5148\u30fb\u5e0c\u671b\u306e\u6642\u523b\u30fb\u8eca\u7a2e\u30fb\u540c\u4e57\u306e\u4eba\u6570\u3092\u62fe\u3046\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u805e\u304d\u8fd4\u3059","\u8fce\u3048\u306e\u5834\u6240\u3068\u884c\u304d\u5148\u3092\u533a\u57df\u306b\u76f4\u3057\u3001\u6599\u91d1\u306e\u8868\u3067\u6599\u91d1\u306e\u76ee\u5b89\u3092\u51fa\u3059","\u73ed\u306e\u5f85\u6a5f\u306e\u8868\u3092\u898b\u3066\u3001\u8fce\u3048\u306b\u9593\u306b\u5408\u3046\u73ed\u3092\u63a2\u3059","\u53d7\u4ed8\u53f0\u5e33\u306b\u66f8\u304d\u8fbc\u307f\u3001\u5229\u7528\u8005\u306b\u6599\u91d1\u306e\u76ee\u5b89\u3068\u5230\u7740\u306e\u76ee\u5b89\u3092\u8fd4\u3059","\u73ed\u306b\u7121\u7dda\u304b\u96fb\u8a71\u3067\u914d\u8eca\u3092\u4f1d\u3048\u308b"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** Web \u306e\u30d5\u30a9\u30fc\u30e0\u306e\u9001\u4fe1\uff08Webhook\uff09\u3068\u3001LINE \u306e\u516c\u5f0f\u30a2\u30ab\u30a6\u30f3\u30c8\u3078\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\uff08Watch Events\uff09\u3092\u304d\u3063\u304b\u3051\u306b\u3001Make \u306e\u30b7\u30ca\u30ea\u30aa\u304c\u52d5\u304f\n2. **\u3010\u81ea\u52d5\u3011** LINE \u306e\u4f9d\u983c\u306b\u306f\u3001\u53d7\u3051\u4ed8\u3051\u305f\u3053\u3068\u3092\u77e5\u3089\u305b\u308b\u6c7a\u307e\u3063\u305f\u6587\u3092\u3059\u3050\u306b\u8fd4\u3059\n3. **\u3010\u81ea\u52d5\u3011** \u53d7\u4ed8\u53f0\u5e33\u3092\u5f15\u304d\u3001\u540c\u3058\u4f9d\u983c\u3092\u3059\u3067\u306b\u6271\u3063\u3066\u3044\u308c\u3070\u6b62\u3081\u308b\n4. **\u3010\u81ea\u52d5\u3011** Claude API \u304c\u3001\u4f9d\u983c\u306e\u6587\u304b\u3089\u8fce\u3048\u306e\u5834\u6240\u30fb\u884c\u304d\u5148\u30fb\u5e0c\u671b\u306e\u6642\u523b\u30fb\u8eca\u7a2e\u30fb\u540c\u4e57\u306e\u4eba\u6570\u30fb\u4f9d\u983c\u3057\u305f\u4eba\u306e\u7acb\u5834\u3092\u53d6\u308a\u51fa\u3057\u3001\u533a\u57df\u306e\u8868\u306e\u5019\u88dc\u306b\u7d50\u3073\u4ed8\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u3001\u533a\u57df\u306e\u7d44\u307f\u5408\u308f\u305b\u3068\u6642\u523b\u304b\u3089\u6599\u91d1\u306e\u8868\u3067\u6599\u91d1\u306e\u76ee\u5b89\u3092\u51fa\u3057\u3001\u8eca\u306e\u6c7a\u307e\u308a\u306e\u8868\u3067\u53d7\u3051\u3089\u308c\u308b\u8eca\u304b\u3092\u78ba\u304b\u3081\u308b\n6. **\u3010\u81ea\u52d5\u3011** 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\u914d\u8eca\u4fc2\u304c\u73ed\u306b\u914d\u8eca\u3092\u4f1d\u3048\u3001\u5230\u7740\u3057\u305f\u904b\u8ee2\u3059\u308b\u4eba\u304c\u6599\u91d1\u3068\u6761\u4ef6\u3092\u5229\u7528\u8005\u306b\u8aac\u660e\u3059\u308b\n\n**5\u756a\u76ee\u30686\u756a\u76ee\u3092\u8868\u3067\u6c7a\u3081\u3066\u3044\u308b\u306e\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** AI\u304c\u8fd4\u3059\u306e\u306f\u300c\u3069\u3053\u304b\u3089\u3001\u3069\u3053\u3078\u3001\u4f55\u6642\u306b\u3001\u3069\u3093\u306a\u8eca\u3067\u300d\u3060\u3051\u3067\u3001**\u6599\u91d1\u306e\u76ee\u5b89\u3068\u914d\u8eca\u306e\u5019\u88dc\u306f\u8868\u306e\u5024\u304b\u3089\u51fa\u307e\u3059\u3002** \u6599\u91d1\u3092\u6539\u5b9a\u3057\u3066\u3082\u3001\u76f4\u3059\u306e\u306f\u6599\u91d1\u306e\u8868\u3060\u3051\u3067\u3059\u3002\n\n**8\u756a\u76ee\u3067\u73ed\u3092\u4eba\u304c\u9078\u3076\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u73ed\u306e\u4f4d\u7f6e\u306f\u5f85\u6a5f\u306e\u8868\u306e\u4e0a\u306e\u5024\u3067\u3001**\u5b9f\u969b\u306b\u306f\u5e30\u308a\u9053\u306e\u9014\u4e2d\u3060\u3063\u305f\u308a\u3001\u524d\u306e\u5229\u7528\u8005\u304c\u652f\u6255\u3044\u3067\u3082\u3081\u3066\u3044\u305f\u308a\u3057\u307e\u3059\u3002** \u5019\u88dc\u307e\u3067\u3092\u6a5f\u68b0\u304c\u51fa\u3057\u3001\u6c7a\u3081\u308b\u306e\u306f\u7121\u7dda\u3067\u73ed\u306e\u69d8\u5b50\u3092\u77e5\u3063\u3066\u3044\u308b\u914d\u8eca\u4fc2\u3067\u3059\u3002","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** Web \u306e\u30d5\u30a9\u30fc\u30e0\u306e\u9001\u4fe1\uff08Webhook\uff09\u3068\u3001LINE \u306e\u516c\u5f0f\u30a2\u30ab\u30a6\u30f3\u30c8\u3078\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\uff08Watch Events\uff09\u3092\u304d\u3063\u304b\u3051\u306b\u3001Make \u306e\u30b7\u30ca\u30ea\u30aa\u304c\u52d5\u304f","**\u3010\u81ea\u52d5\u3011** LINE 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Sheets\uff1aSearch Rows\uff08\u53d7\u4ed8\u53f0\u5e33\u30fb\u533a\u57df\u306e\u8868\u30fb\u8eca\u306e\u6c7a\u307e\u308a\u306e\u8868\uff09\n   \u251c\u2500\u2500\u25b6 Claude API\uff08HTTP\uff1aMake a request\uff09\uff1a\u8fce\u3048\u30fb\u884c\u304d\u5148\u30fb\u6642\u523b\u30fb\u8eca\u7a2e\u30fb\u4eba\u6570\u306e\u53d6\u308a\u51fa\u3057\n   \u251c\u2500\u2500\u25b6 \u6599\u91d1\u306e\u76ee\u5b89\u306e\u8a08\u7b97\u3068\u3001\u73ed\u306e\u5019\u88dc\u306e\u62bd\u51fa\n   \u251c\u2500\u2500\u25b6 Router\n   \u2502      \u251c \u914d\u8eca\u4fc2\u304c\u3059\u3050\u898b\u308b\uff08\u53d7\u3051\u306a\u3044\u8eca\u30fb\u533a\u57df\u5916\u30fb\u5e97\u304b\u3089\u306e\u4f9d\u983c\u3067\u672c\u4eba\u306e\u9023\u7d61\u5148\u304c\u7121\u3044\uff09\n   \u2502      \u251c \u805e\u304d\u8fd4\u3057\uff08\u884c\u304d\u5148\u30fb\u8eca\u7a2e\u30fb\u6642\u523b\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\uff09\n   \u2502      \u251c \u305d\u306e\u307e\u307e\u6848\u5185\u3067\u304d\u308b\n   \u2502      \u2514 \u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af \u2192 \u914d\u8eca\u4fc2\u3078\n   \u2514\u2500\u2500\u25b6 Google Sheets\uff1aAdd a Row\uff08\u53d7\u4ed8\u53f0\u5e33\u306e\u4eee\u306e\u884c\u3068\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\uff09\n\u914d\u8eca\u4fc2\u304c\u53f0\u5e33\u3067\u73ed\u3092\u9078\u3073\u300c\u9001\u308b\u300d\u306b\u5370 \u2192 Google Sheets\uff1aWatch Changes \u2192 HTTP\uff1aMake a request\uff08LINE \u306e\u30d7\u30c3\u30b7\u30e5\u30e1\u30c3\u30bb\u30fc\u30b8\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u30ef\u30fc\u30af\u30d5\u30ed\u30fc | Make\uff08\u30b7\u30ca\u30ea\u30aa\u3002Webhooks\u3001LINE\u3001HTTP\u3001Google Sheets\u3001\u30eb\u30fc\u30bf\u30fc\uff09 | Zapier\u3001n8n\u3001Power Automate |\n| \u751f\u6210AI | Claude API\uff08Messages API\u3001\u69cb\u9020\u5316\u51fa\u529b\uff09 | OpenAI API\u3001Gemini API |\n| \u4fdd\u7ba1 | Google 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\u306e\u516c\u5f0f\u30a2\u30ab\u30a6\u30f3\u30c8 | Watch Events\uff08\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u30a4\u30d9\u30f3\u30c8\uff09 |\n| \u533a\u57df\u30fb\u8eca\u306e\u6c7a\u307e\u308a | \u533a\u57df\u306e\u8868\u30fb\u8eca\u306e\u6c7a\u307e\u308a\u306e\u8868 | Search Rows\uff08\u5168\u4ef6\u3092\u8aad\u3080\uff09 |\n| \u6599\u91d1 | \u6599\u91d1\u306e\u8868 | Search Rows\uff08\u8fce\u3048\u306e\u533a\u57df\u3068\u884c\u304d\u5148\u306e\u533a\u57df\u3067\u5f15\u304f\uff09 |\n| \u73ed\u306e\u5019\u88dc | \u73ed\u306e\u5f85\u6a5f\u306e\u8868 | Search Rows\uff08\u5f85\u6a5f\u306e\u533a\u57df\u3068\u72b6\u614b\u3067\u5f15\u304f\uff09 |\n| \u540c\u3058\u5229\u7528\u8005\u306e\u76f4\u8fd1\u306e\u4f9d\u983c | \u53d7\u4ed8\u53f0\u5e33 | Search Rows\uff08LINE \u306e\u30e6\u30fc\u30b6\u30fc\u306e ID \u304b\u96fb\u8a71\u756a\u53f7\uff09 |\n\n**LINE \u306e\u4f9d\u983c\u306f\u30011\u3064\u306e\u4f9d\u983c\u304c\u4f55\u901a\u304b\u306b\u5206\u304b\u308c\u3066\u5c4a\u304d\u307e\u3059\u3002** 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\u3092\u547c\u3076\u3068\u3001\u884c\u304d\u5148\u306e\u7121\u3044\u4f9d\u983c\u3068\u3057\u3066\u805e\u304d\u8fd4\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002\n\n**\u73ed\u306e\u5f85\u6a5f\u306e\u8868\u306f\u3001\u73ed\u304c\u7121\u7dda\u3067\u77e5\u3089\u305b\u305f\u3053\u3068\u3092\u914d\u8eca\u4fc2\u304c\u66f8\u304d\u8fbc\u3093\u3067\u4fdd\u3063\u3066\u3044\u307e\u3059\u3002** \u30b7\u30ca\u30ea\u30aa\u306f\u8868\u3092\u8aad\u3080\u3060\u3051\u3067\u3001**\u73ed\u306e\u72b6\u614b\u3092\u66f8\u304d\u63db\u3048\u307e\u305b\u3093\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u30d5\u30a9\u30fc\u30e0\u306f\u9001\u4fe1\u306e\u6642\u523b\u3068\u96fb\u8a71\u756a\u53f7\u3001LINE \u306f\u30e6\u30fc\u30b6\u30fc\u306e ID \u3068\u53d7\u4fe1\u306e\u6642\u523b\u3067\u53d7\u4ed8\u53f0\u5e33\u3092\u5f15\u304d\u307e\u3059\n2. **\u5206\u304b\u308c\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u307e\u3068\u3081\u308b** \u2026 \u540c\u3058\u30e6\u30fc\u30b6\u30fc\u306e ID \u306e5\u5206\u4ee5\u5185\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u30921\u3064\u306e\u4f9d\u983c\u306b\u3057\u307e\u3059\n3. **\u4f9d\u983c\u3057\u305f\u4eba\u306e\u7acb\u5834\u306e\u5370** \u2026 LINE \u306e\u30e6\u30fc\u30b6\u30fc\u306e ID \u304c\u300c\u53d6\u6b21\u304e\u306e\u5e97\u300d\u306e\u4e00\u89a7\u306b\u3042\u308c\u3070\u3001\u5e97\u304b\u3089\u306e\u4f9d\u983c\u306e\u5370\u3092\u4ed8\u3051\u307e\u3059\n4. **AI\u306b\u6e21\u3059\u7bc4\u56f2\u3092\u7d5e\u308b** \u2026 \u96fb\u8a71\u756a\u53f7\u3068 LINE \u306e\u30e6\u30fc\u30b6\u30fc\u306e ID \u306f\u6e21\u3057\u307e\u305b\u3093\u3002**\u884c\u304d\u5148\u306e\u4f4f\u6240\u306f\u3001\u756a\u5730\u3088\u308a\u5f8c\u3092\u843d\u3068\u3057\u3066\u753a\u540d\u307e\u3067\u306b\u3057\u3066\u6e21\u3057\u307e\u3059**\n5. **\u6642\u523b\u306e\u57fa\u6e96** \u2026 \u53d7\u4fe1\u306e\u6642\u523b\u3092\u6e21\u3057\u3001\u300c30\u5206\u5f8c\u300d\u300c\u3044\u307e\u304b\u3089\u300d\u3092\u6642\u523b\u306b\u76f4\u3059\u57fa\u6e96\u306b\u3057\u307e\u3059\n\n**4\u756a\u76ee\u3067\u756a\u5730\u3092\u843d\u3068\u3059\u306e\u306f\u3001\u884c\u304d\u5148\u304c\u305f\u3044\u3066\u3044\u5229\u7528\u8005\u306e\u81ea\u5b85\u3060\u304b\u3089\u3067\u3059\u3002** \u6599\u91d1\u306e\u76ee\u5b89\u3092\u51fa\u3059\u306e\u306b\u8981\u308b\u306e\u306f\u533a\u57df\u3067\u3001\u533a\u57df\u3092\u6c7a\u3081\u308b\u306b\u306f\u753a\u540d\u3067\u8db3\u308a\u307e\u3059\u3002**\u756a\u5730\u307e\u3067\u542b\u3093\u3060\u4f4f\u6240\u306f\u3001\u53d7\u4ed8\u53f0\u5e33\u306b\u3060\u3051\u6b8b\u3057\u3001\u73ed\u306b\u306f\u914d\u8eca\u306e\u3068\u304d\u306b\u914d\u8eca\u4fc2\u304c\u4f1d\u3048\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u4f9d\u983c\u306e\u6587\u3092\u53d6\u308a\u51fa\u3059\u3053\u3068\u3068\u3001\u533a\u57df\u306e\u8868\u306e\u5019\u88dc\u306b\u7d50\u3073\u4ed8\u3051\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002**\n\n| \u9805\u76ee | \u3055\u305b\u308b\u3053\u3068 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u8fce\u3048\u306e\u5834\u6240 | \u66f8\u304b\u308c\u305f\u5834\u6240\u3092\u5199\u3057\u3001\u533a\u57df\u306e\u8868\u306e\u753a\u540d\u30fb\u99c5\u30fb\u5e97\u304b\u3089\u533a\u57df\u306e\u5019\u88dc\u3092\u6319\u3052\u308b | \u5019\u88dc\u304c\u7121\u3051\u308c\u3070 `zone` \u3092\u7a7a |\n| \u884c\u304d\u5148 | \u540c\u3058\u304f\u5199\u3057\u3001\u533a\u57df\u306e\u5019\u88dc\u3092\u6319\u3052\u308b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `null` |\n| \u5e0c\u671b\u306e\u6642\u523b | \u6642\u523b\u306b\u76f4\u3059\u3002\u300c\u3044\u307e\u304b\u3089\u300d\u306f `now` | \u5e45\u304c\u3042\u308c\u3070 `time_text` \u306b\u5199\u3059 |\n| \u8eca\u7a2e | \u66f8\u304b\u308c\u305f\u8eca\u540d\u30fbAT\uff0fMT\u30fb\u696d\u52d9\u7528\u304b\u3092\u5199\u3059 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `null` |\n| \u540c\u4e57\u306e\u4eba\u6570 | \u904b\u8ee2\u3057\u3066\u3082\u3089\u3046\u4eba\u306e\u307b\u304b\u306b\u4e57\u308b\u4eba\u6570 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `null` |\n| \u4f9d\u983c\u3057\u305f\u4eba\u306e\u7acb\u5834 | \u672c\u4eba\uff0f\u5e97\u30fb\u30db\u30c6\u30eb\u306e\u53d6\u6b21\u304e | \u8ff7\u3048\u3070 `unknown` |\n\n**`null` \u3092\u8fd4\u3055\u305b\u308b\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u6c7a\u307e\u308a\u3067\u3059\u3002** \u300c\u5bb6\u307e\u3067\u300d\u3068\u66f8\u304b\u308c\u305f\u4f9d\u983c\u3067\u3001\u540c\u3058\u4eba\u306e\u524d\u56de\u306e\u884c\u304d\u5148\u304c\u5206\u304b\u3063\u3066\u3044\u3066\u3082\u3001**\u884c\u304d\u5148\u3092\u88dc\u3044\u307e\u305b\u3093\u3002** \u5f15\u3063\u8d8a\u3057\u3084\u3001\u305d\u306e\u591c\u306f\u5b9f\u5bb6\u3078\u5e30\u308b\u3001\u3068\u3044\u3046\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002**\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u3001\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\u3067\u805e\u304d\u8fd4\u3057\u307e\u3059\u3002**\n\n**\u8eca\u7a2e\u306f\u3001\u3068\u304f\u306b\u63a8\u3057\u91cf\u3089\u305b\u307e\u305b\u3093\u3002** \u300c\u8efd\u3067\u3059\u300d\u3068\u3042\u308c\u3070\u30aa\u30fc\u30c8\u30de\u30c1\u30c3\u30af\u306e\u8eca\u304c\u591a\u3044\u306e\u306f\u78ba\u304b\u3067\u3059\u304c\u3001**AT\uff0fMT \u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `null` \u306b\u3057\u3001\u805e\u304d\u8fd4\u3057\u307e\u3059\u3002** \u30de\u30cb\u30e5\u30a2\u30eb\u306e\u8eca\u3092\u53d7\u3051\u306a\u3044\u4e8b\u696d\u8005\u306b\u3068\u3063\u3066\u3001\u3053\u3053\u3092\u63a8\u3057\u91cf\u308b\u3068\u7a7a\u632f\u308a\u306e\u539f\u56e0\u306b\u306a\u308a\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u6599\u91d1\u3092\u7b54\u3048\u308b | \u533a\u57df\u306e\u7d44\u307f\u5408\u308f\u305b\u3068\u6599\u91d1\u306e\u8868\u3067\u51fa\u3059 |\n| \u73ed\u3092\u9078\u3076 | \u5f85\u6a5f\u306e\u8868\u3067\u5019\u88dc\u3092\u51fa\u3057\u3001\u914d\u8eca\u4fc2\u304c\u9078\u3076 |\n| \u53d7\u3051\u306a\u3044\u8eca\u304b\u3092\u6c7a\u3081\u308b | \u8eca\u306e\u6c7a\u307e\u308a\u306e\u8868\u3068\u7167\u3089\u3057\u3066\u6c7a\u3081\u308b |\n| \u5230\u7740\u306e\u6642\u523b\u3092\u7d04\u675f\u3059\u308b | \u73ed\u306e\u69d8\u5b50\u3092\u77e5\u308b\u914d\u8eca\u4fc2\u304c\u6c7a\u3081\u308b |\n| \u5229\u7528\u8005\u306e\u9154\u3044\u306e\u7a0b\u5ea6\u3092\u5224\u65ad\u3059\u308b | \u904b\u8ee2\u3059\u308b\u4eba\u304c\u73fe\u5730\u3067\u5224\u65ad\u3059\u308b |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u904b\u8ee2\u4ee3\u884c\u306e\u4e8b\u696d\u8005\u306e\u914d\u8eca\u4fc2\u3067\u3001Web \u3068 LINE \u3067\u5c4a\u3044\u305f\u4f9d\u983c\u3092\n\u53d7\u4ed8\u53f0\u5e33\u306b\u8d77\u3053\u3059\u62c5\u5f53\u3067\u3059\u3002\u4e0b\u306b\u6e21\u3059\u4f9d\u983c\u306e\u6587\u304b\u3089\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3001\n\u533a\u57df\u306e\u8868\u306e\u5019\u88dc\u306b\u7d50\u3073\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n\u6599\u91d1\u3001\u914d\u8eca\u3059\u308b\u73ed\u3001\u5230\u7740\u306e\u6642\u523b\u306f\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\n1. \u8fce\u3048\u306e\u5834\u6240\uff08pickup\uff09\uff1a\u66f8\u304b\u308c\u305f\u5834\u6240\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3001\n   \u533a\u57df\u306e\u8868\u306e\u753a\u540d\u30fb\u99c5\u30fb\u5e97\u30fb\u30db\u30c6\u30eb\u304b\u3089\u533a\u57df\u306e\u756a\u53f7\uff08zone\uff09\u3092\u9078\u3076\u3002\n2. \u884c\u304d\u5148\uff08destination\uff09\uff1a\u540c\u3058\u304f\u5199\u3057\u3001\u533a\u57df\u306e\u756a\u53f7\u3092\u9078\u3076\u3002\n3. \u5e0c\u671b\u306e\u6642\u523b\uff08time\uff09\uff1a\u53d7\u4fe1\u306e\u6642\u523b\u3092\u57fa\u6e96\u306b\u6642\u523b\u306b\u76f4\u3059\u3002\n   \u300c\u3044\u307e\u304b\u3089\u300d\u300c\u3059\u3050\u300d\u306f now\u3002\u300c22\u6642\u3054\u308d\u300d\u300c\u5bb4\u4f1a\u304c\u7d42\u308f\u3063\u305f\u3089\u300d\u306e\n   \u3088\u3046\u306b\u6c7a\u3081\u3089\u308c\u306a\u3044\u3068\u304d\u306f time \u3092\u7a7a\u306b\u3057\u3001time_text \u306b\u539f\u6587\u3092\u5199\u3059\u3002\n4. \u8eca\u7a2e\uff08vehicle\uff09\uff1a\u8eca\u540d\u3001AT\uff0fMT\u3001\u696d\u52d9\u7528\u304b\u3001\u3092\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059\u3002\n5. \u540c\u4e57\u306e\u4eba\u6570\uff08passengers\uff09\uff1a\u904b\u8ee2\u3057\u3066\u3082\u3089\u3046\u4eba\u306e\u307b\u304b\u306b\u4e57\u308b\u4eba\u6570\u3002\n6. \u4f9d\u983c\u3057\u305f\u4eba\u306e\u7acb\u5834\uff08requester\uff09\uff1aself\uff0fvenue\uff08\u5e97\u30fb\u30db\u30c6\u30eb\uff09\uff0funknown\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f null \u306b\u3059\u308b\u3002\u524d\u56de\u306e\u4f9d\u983c\u3084\u4e00\u822c\u7684\u306a\u50be\u5411\u304b\u3089\n  \u88dc\u308f\u306a\u3044\u3002\u300c\u5bb6\u307e\u3067\u300d\u306e\u884c\u304d\u5148\u3092\u88dc\u308f\u306a\u3044\u3002\n- AT\uff0fMT \u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 null \u306b\u3059\u308b\u3002\u8eca\u540d\u304b\u3089\u6c7a\u3081\u306a\u3044\u3002\n- \u533a\u57df\u306e\u8868\u306b\u7121\u3044\u5834\u6240\u306f\u3001\u4f3c\u305f\u540d\u524d\u306e\u5834\u6240\u306b\u5bc4\u305b\u306a\u3044\u3002zone \u3092\u7a7a\u306b\u3059\u308b\u3002\n- \u533a\u57df\u306e\u8868\u3067\u300c\u5883\u306e\u753a\u300d\u306e\u5370\u306e\u3042\u308b\u753a\u306f\u3001zone \u3092\u7a7a\u306b\u3057 boundary \u3092 true \u306b\u3059\u308b\u3002\n- \u6599\u91d1\u3001\u5230\u7740\u306e\u6642\u523b\u3001\u914d\u8eca\u3059\u308b\u73ed\u3092\u66f8\u304b\u306a\u3044\u3002\n- \u9154\u3044\u306e\u7a0b\u5ea6\u3084\u5229\u7528\u8005\u306e\u69d8\u5b50\u306b\u3064\u3044\u3066\u4f55\u3082\u66f8\u304b\u306a\u3044\u3002\n- \u78ba\u304b\u3081\u305f\u3044\u3053\u3068\u306f questions \u306b\u3001\u5229\u7528\u8005\u3078\u306e\u8cea\u554f\u306e\u5f62\u3067\u66f8\u304f\u3002\n\n\u3010\u533a\u57df\u306e\u8868\u3011{zones}\n\u3010\u53d7\u4fe1\u306e\u6642\u523b\u3011{received_at}\n\u3010\u4f9d\u983c\u306e\u6587\u3011{request}\n```\n\n**\u300c\u524d\u56de\u306e\u4f9d\u983c\u304b\u3089\u88dc\u308f\u306a\u3044\u300d\u3092\u66f8\u304f\u306e\u306f\u3001\u540c\u3058\u5229\u7528\u8005\u306e\u4f9d\u983c\u3092\u4e26\u3079\u3066\u6e21\u3059\u3068\u3001AI\u304c\u524d\u56de\u306e\u884c\u304d\u5148\u3067\u57cb\u3081\u3088\u3046\u3068\u3059\u308b\u304b\u3089\u3067\u3059\u3002** \u3053\u306e\u69cb\u6210\u3067\u306f\u76f4\u8fd1\u306e\u4f9d\u983c\u306f AI \u306b\u6e21\u3055\u305a\u3001\u914d\u8eca\u4fc2\u306e\u753b\u9762\u306b\u3060\u3051\u4e26\u3079\u307e\u3059\u3002**\u305d\u308c\u3067\u3082\u6307\u793a\u306b\u66f8\u3044\u3066\u304a\u304f\u306e\u306f\u3001\u4f9d\u983c\u306e\u6587\u306e\u4e2d\u306b\u300c\u3044\u3064\u3082\u306e\u6240\u307e\u3067\u300d\u3068\u66f8\u304b\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306e JSON \u3092\u8fd4\u3055\u305b\u307e\u3059\u3002**\n\n```json\n{\n  \"request_id\": \"\",\n  \"requester\": \"self | venue | unknown\",\n  \"pickup\": { \"text\": \"\u99c5\u524d\u306e\u713c\u304d\u9ce5\u3007\u3007\", \"zone\": \"Z03\", \"boundary\": false },\n  \"destination\": { \"text\": \"\u25b3\u25b3\u753a\", \"zone\": null, \"boundary\": true },\n  \"time\": \"\",\n  \"time_text\": \"\u5bb4\u4f1a\u304c\u7d42\u308f\u3063\u305f\u3089\",\n  \"vehicle\": { \"text\": \"\u8efd\", \"transmission\": null, \"commercial\": null },\n  \"passengers\": 1,\n  \"questions\": [\"\u304a\u8eca\u306f\u30aa\u30fc\u30c8\u30de\u30c1\u30c3\u30af\u3067\u3057\u3087\u3046\u304b\u3002\", \"\u304a\u8fce\u3048\u306e\u3054\u5e0c\u671b\u306e\u6642\u523b\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002\"]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u53d6\u308a\u51fa\u3057\u3068\u6599\u91d1\u30fb\u914d\u8eca\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u6599\u91d1\u306e\u76ee\u5b89\u306f\u3001`pickup.zone` \u3068 `destination.zone` \u3067\u6599\u91d1\u306e\u8868\u3092\u5f15\u304d\u3001\u6642\u523b\u3067\u6df1\u591c\u306e\u52a0\u7b97\u3092\u8db3\u3057\u3066\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u51fa\u3057\u307e\u3059\u3002\u632f\u308a\u5206\u3051\u306e\u898f\u5247\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u632f\u308a\u5206\u3051 | \u6761\u4ef6 |\n|:--|:--|\n| \u914d\u8eca\u4fc2\u304c\u3059\u3050\u898b\u308b | \u8eca\u306e\u6c7a\u307e\u308a\u306e\u8868\u306e\u53d7\u3051\u306a\u3044\u6761\u4ef6\u306b\u5f53\u305f\u308b\u3001\u533a\u57df\u306e\u5916\u3001`boundary` \u304c true\u3001`requester` \u304c `venue` \u3067\u672c\u4eba\u306e\u9023\u7d61\u5148\u304c\u7121\u3044 |\n| \u805e\u304d\u8fd4\u3057 | `destination.zone`\u30fb`vehicle.transmission`\u30fb`time` \u306e\u3069\u308c\u304b\u304c\u7a7a |\n| \u305d\u306e\u307e\u307e\u6848\u5185\u3067\u304d\u308b | \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 |\n\n**2\u3064\u76ee\u306f\u3001\u6570\u306e\u78ba\u304b\u3081\u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067\u884c\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u540c\u4e57\u306e\u4eba\u6570\u304c\u8eca\u306e\u5b9a\u54e1\u304b\u30891\u3092\u5f15\u3044\u305f\u6570\u3092\u8d85\u3048\u306a\u3044\u304b\u306f\u3001Make \u306e\u5f0f\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u306f\u6570\u5024\u306e `minimum`\u30fb`maximum` \u306e\u3088\u3046\u306a\u5236\u7d04\u306b\u5bfe\u5fdc\u305b\u305a\u3001\u4f7f\u3046\u3068 400 \u306e\u30a8\u30e9\u30fc\u306b\u306a\u308b**\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u7bc4\u56f2\u306f\u30b9\u30ad\u30fc\u30de\u306b\u66f8\u304d\u307e\u305b\u3093\u3002\n\n**3\u3064\u76ee\u306f\u3001\u9078\u3093\u3060\u5024\u306e\u7167\u3089\u3057\u65b9\u3092\u6c7a\u3081\u3066\u304a\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u6587\u5b57\u5217\u306e enum \u306e\u5927\u6587\u5b57\u30fb\u5c0f\u6587\u5b57\u307e\u3067\u306f\u4fdd\u8a3c\u3055\u308c\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30eb\u30fc\u30bf\u30fc\u3067\u6bd4\u3079\u308b\u524d\u306b\u3001`requester` \u3092\u5c0f\u6587\u5b57\u306b\u305d\u308d\u3048\u307e\u3059\u3002**\n\n**\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\u306f\u3001AI\u306e JSON \u3068\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u8a08\u7b97\u304b\u3089\u3001\u6c7a\u307e\u3063\u305f\u578b\u306b\u5dee\u3057\u8fbc\u3093\u3067\u4f5c\u308a\u307e\u3059\u3002** \u4f8b\u3048\u3070\u6b21\u306e\u3088\u3046\u306a\u5f62\u3067\u3059\u3002\n\n```\n\u3010\u53d7\u4ed8\u306e\u5185\u5bb9\u3011\n\u304a\u8fce\u3048\uff1a\u99c5\u524d\u306e\u713c\u304d\u9ce5\u3007\u3007\uff08\u533a\u57df3\uff09\n\u884c\u304d\u5148\uff1a\u25b3\u25b3\u753a\n\u6599\u91d1\u306e\u76ee\u5b89\uff1a\uff08\u914d\u8eca\u4fc2\u304c\u533a\u57df\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u5165\u308a\u307e\u3059\uff09\n\n\u3010\u304a\u4f3a\u3044\u3057\u305f\u3044\u3053\u3068\u3011\n\u30fb\u304a\u8eca\u306f\u30aa\u30fc\u30c8\u30de\u30c1\u30c3\u30af\u3067\u3057\u3087\u3046\u304b\u3002\n\u30fb\u304a\u8fce\u3048\u306e\u3054\u5e0c\u671b\u306e\u6642\u523b\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u6599\u91d1\u306f\u5f53\u793e\u30b5\u30a4\u30c8\u306b\u63b2\u793a\u3057\u3066\u3044\u308b\u6599\u91d1\u8868\u306b\u3088\u308a\u307e\u3059\u3002\n\u5230\u7740\u3057\u305f\u904b\u8ee2\u8005\u304b\u3089\u3001\u6599\u91d1\u3068\u3054\u5229\u7528\u306e\u6761\u4ef6\u3092\u3054\u8aac\u660e\u3057\u307e\u3059\u3002\n```\n\n**\u6599\u91d1\u306e\u76ee\u5b89\u306e\u6b04\u306f\u3001\u533a\u57df\u304c\u6c7a\u307e\u3063\u305f\u3068\u304d\u3060\u3051\u6570\u5b57\u304c\u5165\u308a\u307e\u3059\u3002** \u5883\u306e\u753a\u3084\u533a\u57df\u306e\u8868\u306b\u7121\u3044\u5834\u6240\u306e\u3068\u304d\u306f\u3001\u914d\u8eca\u4fc2\u304c\u533a\u57df\u3092\u6c7a\u3081\u3066\u304b\u3089\u6570\u5b57\u3092\u5165\u308c\u307e\u3059\u3002**AI\u306b\u8fd4\u4e8b\u306e\u6587\u7ae0\u305d\u306e\u3082\u306e\u3092\u66f8\u304b\u305b\u306a\u3044\u306e\u306f\u3001\u6599\u91d1\u3084\u5230\u7740\u306e\u6642\u523b\u3092\u6587\u4e2d\u306b\u66f8\u304d\u8db3\u3059\u306e\u3092\u9632\u3050\u305f\u3081\u3067\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u4e88\u7d04\u30d5\u30a9\u30fc\u30e0 | Webhooks \u306e Custom webhook | \u4f9d\u983c\u306e\u9805\u76ee\u3092\u53d7\u3051\u308b |\n| LINE | LINE \u306e Watch Events\uff0fHTTP \u306e Make a request | \u4f9d\u983c\u3092\u53d7\u3051\u3001\u5fdc\u7b54\u30e1\u30c3\u30bb\u30fc\u30b8\u3068\u30d7\u30c3\u30b7\u30e5\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u308b |\n| \u53d7\u4ed8\u53f0\u5e33 | Google Sheets \u306e Search Rows\uff0fAdd a Row\uff0fWatch Changes | \u91cd\u8907\u3092\u78ba\u304b\u3081\u3001\u4eee\u306e\u884c\u3092\u66f8\u304d\u3001\u300c\u9001\u308b\u300d\u306e\u5370\u3092\u62fe\u3046 |\n| \u533a\u57df\u30fb\u8eca\u306e\u6c7a\u307e\u308a\u30fb\u6599\u91d1\u30fb\u73ed\u306e\u5f85\u6a5f\u306e\u8868 | Google Sheets \u306e Search Rows | \u8868\u3092\u8aad\u3080 |\n| Claude API | HTTP \u306e Make a request\uff08Messages API\uff09 | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3068\u533a\u57df\u306e\u5019\u88dc |\n\n**\u30eb\u30fc\u30bf\u30fc\u306e\u30eb\u30fc\u30c8\u306f\u3001\u914d\u8eca\u4fc2\u304c\u3059\u3050\u898b\u308b\u2192\u805e\u304d\u8fd4\u3057\u2192\u305d\u306e\u307e\u307e\u6848\u5185\u3067\u304d\u308b\u2192\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u306e\u9806\u306b\u4e26\u3079\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u30eb\u30fc\u30c8\u306f\u540c\u6642\u3067\u306f\u306a\u304f1\u672c\u305a\u3064\u9806\u306b\u51e6\u7406\u3055\u308c\u3001\u3069\u306e\u6761\u4ef6\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\u30c7\u30fc\u30bf\u306f\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u306e\u30eb\u30fc\u30c8\u304c\u51e6\u7406\u3059\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u53d7\u3051\u306a\u3044\u8eca\u306e\u4f9d\u983c\u304c\u3001\u6599\u91d1\u306e\u76ee\u5b89\u3092\u6dfb\u3048\u305f\u6848\u5185\u306e\u30eb\u30fc\u30c8\u307e\u3067\u6d41\u308c\u306a\u3044\u3088\u3046\u306b\u3001\u914d\u8eca\u4fc2\u304c\u3059\u3050\u898b\u308b\u30eb\u30fc\u30c8\u3092\u5148\u982d\u306b\u7f6e\u304d\u307e\u3059\u3002**\n\n**\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\u306b\u306f\u3001\u6599\u91d1\u306e\u76ee\u5b89\u3068\u4e00\u7dd2\u306b\u3001\u6599\u91d1\u3092\u63b2\u793a\u3057\u3066\u3044\u308b\u81ea\u793e\u30b5\u30a4\u30c8\u306e\u5834\u6240\u3092\u66f8\u304d\u307e\u3059\u3002** \u81ea\u52d5\u8eca\u904b\u8ee2\u4ee3\u884c\u696d\u306e\u696d\u52d9\u306e\u9069\u6b63\u5316\u306b\u95a2\u3059\u308b\u6cd5\u5f8b\u306f\u3001\u4e8b\u696d\u8005\u304c\u6599\u91d1\u3092\u5b9a\u3081\u3066\u55b6\u696d\u6240\u306b\u63b2\u793a\u3057\u516c\u8846\u306e\u95b2\u89a7\u306b\u4f9b\u3059\u308b\u3053\u3068\u3001**\u4ee3\u884c\u904b\u8ee2\u3092\u63d0\u4f9b\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u304d\u306b\u3001\u5229\u7528\u8005\u304c\u53d7\u3051\u3088\u3046\u3068\u3059\u308b\u5185\u5bb9\u3092\u78ba\u304b\u3081\u305f\u3046\u3048\u3067\u6599\u91d1\u3084\u7d04\u6b3e\u306e\u6982\u8981\u306a\u3069\u306e\u6761\u4ef6\u3092\u8aac\u660e\u3059\u308b\u3053\u3068**\u3092\u5b9a\u3081\u3066\u3044\u307e\u3059\u3002**\u8fd4\u4e8b\u306e\u76ee\u5b89\u306f\u8aac\u660e\u306e\u4ee3\u308f\u308a\u3067\u306f\u306a\u304f\u3001\u5230\u7740\u3057\u305f\u904b\u8ee2\u3059\u308b\u4eba\u304c\u6761\u4ef6\u3092\u8aac\u660e\u3057\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u914d\u8eca\u4fc2\u304c\u3001\u3059\u3079\u3066\u306e\u8fd4\u4e8b\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u9001\u308a\u307e\u3059\u3002** \u9001\u308b\u306e\u306f\u914d\u8eca\u4fc2\u304c\u53f0\u5e33\u3067\u300c\u9001\u308b\u300d\u306b\u5370\u3092\u4ed8\u3051\u305f\u3068\u304d\u3060\u3051\u3067\u3059\u3002\n\n1. **\u914d\u8eca\u4fc2\u304c\u3059\u3050\u898b\u308b\u4f9d\u983c\u3092\u5148\u306b\u898b\u308b** \u2026 \u53d7\u3051\u306a\u3044\u8eca\u3001\u533a\u57df\u306e\u5916\u3001\u5883\u306e\u753a\u3001\u672c\u4eba\u306e\u9023\u7d61\u5148\u304c\u7121\u3044\u5e97\u304b\u3089\u306e\u4f9d\u983c\u3067\u3059\u3002**\u5e97\u304b\u3089\u306e\u4f9d\u983c\u306f\u3001\u5e97\u306b\u672c\u4eba\u306e\u540d\u524d\u3068\u9023\u7d61\u5148\u3092\u805e\u304d\u8fd4\u3057\u307e\u3059**\n2. **\u805e\u304d\u8fd4\u3057\u306e\u4e0b\u66f8\u304d\u3092\u78ba\u304b\u3081\u308b** \u2026 `questions` \u304c\u4f9d\u983c\u306e\u6587\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\u3002**AT\uff0fMT \u306e\u805e\u304d\u8fd4\u3057\u306f\u5fc5\u305a\u6b8b\u3057\u307e\u3059**\n3. **\u73ed\u3092\u9078\u3076** \u2026 \u5019\u88dc\u306e\u73ed\u306e\u69d8\u5b50\u3092\u7121\u7dda\u3067\u78ba\u304b\u3081\u3066\u9078\u3073\u3001\u5230\u7740\u306e\u76ee\u5b89\u3092\u4e0b\u66f8\u304d\u306b\u66f8\u304d\u8db3\u3057\u307e\u3059\n4. **\u6599\u91d1\u306e\u76ee\u5b89\u3092\u78ba\u304b\u3081\u308b** \u2026 \u533a\u57df\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u4f9d\u983c\u306e\u6587\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n5. **\u9001\u308b** \u2026 \u53f0\u5e33\u306e\u300c\u9001\u308b\u300d\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**\u5e97\u304b\u3089\u306e\u4f9d\u983c\u306f\u3001\u3068\u304f\u306b\u4e01\u5be7\u306b\u898b\u307e\u3059\u3002** \u4f9d\u983c\u3057\u305f\u4eba\u3068\u4e57\u308b\u4eba\u304c\u9055\u3046\u306e\u3067\u3001**\u5230\u7740\u3057\u305f\u3068\u304d\u306b\u8ab0\u306e\u8eca\u304b\u304c\u5206\u304b\u308b\u624b\u304c\u304b\u308a\uff08\u540d\u524d\u30fb\u8eca\u306e\u8272\u30fb\u30ca\u30f3\u30d0\u30fc\u306e\u4e0b4\u6841\uff09\u3092\u3001\u5e97\u306b\u805e\u304d\u8fd4\u3057\u3066\u304b\u3089\u914d\u8eca\u3057\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| 1\u3064\u306e\u4f9d\u983c\u304c\u4f55\u901a\u306b\u3082\u5206\u304b\u308c\u3066\u5c4a\u304f | \u540c\u3058\u30e6\u30fc\u30b6\u30fc\u306e ID \u306e5\u5206\u4ee5\u5185\u3092\u307e\u3068\u3081\u3001\u7d9a\u304d\u304c\u7121\u3051\u308c\u3070 AI \u3092\u547c\u3076 |\n| \u5fdc\u7b54\u30c8\u30fc\u30af\u30f3\u306e1\u5206\u3092\u904e\u304e\u305f | \u5fdc\u7b54\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u3089\u305a\u3001\u914d\u8eca\u4fc2\u306e\u8fd4\u4e8b\u3092\u30d7\u30c3\u30b7\u30e5\u30e1\u30c3\u30bb\u30fc\u30b8\u3067\u9001\u308b |\n| \u533a\u57df\u306e\u8868\u306b\u7121\u3044\u5e97\u30fb\u5834\u6240 | \u914d\u8eca\u4fc2\u3078\u3002\u914d\u8eca\u4fc2\u304c\u533a\u57df\u3092\u6c7a\u3081\u3001\u8868\u306b\u5e97\u3092\u66f8\u304d\u8db3\u3059 |\n| \u5883\u306e\u753a | \u914d\u8eca\u4fc2\u3078\u3002\u3069\u3061\u3089\u306e\u533a\u57df\u3067\u6570\u3048\u308b\u304b\u3092\u8868\u306e\u6c7a\u307e\u308a\u3067\u6c7a\u3081\u308b |\n| \u53d7\u3051\u306a\u3044\u8eca | \u914d\u8eca\u4fc2\u3078\u3002\u304a\u65ad\u308a\u306e\u8fd4\u4e8b\u306f\u914d\u8eca\u4fc2\u304c\u66f8\u304f |\n| \u6642\u523b\u306e\u5909\u66f4\u30fb\u53d6\u308a\u6d88\u3057\u304c\u5c4a\u304f | \u53d7\u4ed8\u53f0\u5e33\u306e\u884c\u3092\u5f15\u304d\u3001\u914d\u8eca\u6e08\u306a\u3089\u73ed\u3078\u4f1d\u3048\u308b\u3088\u3046\u914d\u8eca\u4fc2\u306b\u77e5\u3089\u305b\u308b |\n| \u5148\u306e\u65e5\u306e\u4e88\u7d04\uff08\u5bb4\u4f1a\u306e\u5f8c\u306a\u3069\uff09 | \u73ed\u306e\u5019\u88dc\u3092\u51fa\u3055\u305a\u3001\u5f53\u65e5\u306e\u914d\u8eca\u306e\u4e00\u89a7\u306b\u56de\u3059\u3002\u524d\u65e5\u306b\u914d\u8eca\u4fc2\u304c\u73ed\u3092\u6c7a\u3081\u308b |\n| \u753b\u50cf\u3084\u30b9\u30bf\u30f3\u30d7\u3060\u3051\u304c\u5c4a\u304f | AI \u3092\u547c\u3070\u305a\u3001\u914d\u8eca\u4fc2\u3078\u56de\u3059 |\n| `stop_reason` \u304c `refusal` \u304b `max_tokens` | JSON \u3092\u8aad\u307e\u305a\u306b\u914d\u8eca\u4fc2\u3078 |\n| Claude API \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u53f0\u5e33\u306b\u300c\u672a\u51e6\u7406\u300d\u3068\u66f8\u304d\u3001\u914d\u8eca\u4fc2\u304c\u4f9d\u983c\u306e\u6587\u3092\u76f4\u63a5\u8aad\u3080 |\n\n**\u4e0a\u306e3\u884c\u304c\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u308c\u3082AI\u306e\u8aa4\u308a\u3067\u306f\u306a\u304f\u3001**LINE \u306e\u4f7f\u308f\u308c\u65b9\u3068\u533a\u57df\u306e\u8868\u306e\u6574\u3048\u65b9\u306e\u554f\u984c\u3067\u3059\u3002** \u533a\u57df\u306e\u8868\u306b\u7121\u3044\u5e97\u304c\u591a\u3044\u9031\u306f\u3001\u53d6\u6b21\u304e\u306e\u591a\u3044\u5e97\u304b\u3089\u8868\u306b\u66f8\u304d\u8db3\u3057\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u4f9d\u983c\u306e\u5143\u306e\u9805\u76ee\u3068 LINE \u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u672c\u6587\uff08\u307e\u3068\u3081\u308b\u524d\u306e1\u901a\u305a\u3064\uff09\n- \u8fd4\u3063\u3066\u304d\u305f JSON \u306e\u5168\u6587\u3068 `stop_reason`\n- \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u51fa\u3057\u305f\u6599\u91d1\u306e\u76ee\u5b89\u3068\u3001\u305d\u306e\u3068\u304d\u306e\u6599\u91d1\u306e\u8868\u306e\u7248\n- \u914d\u8eca\u4fc2\u304c\u9078\u3093\u3060\u73ed\u3068\u3001\u5019\u88dc\u306b\u4e26\u3093\u3067\u3044\u305f\u73ed\n- \u9001\u3063\u305f\u8fd4\u4e8b\u306e\u672c\u6587\u3068\u9001\u3063\u305f\u6642\u523b\u3001\u914d\u8eca\u4fc2\u304c\u76f4\u3057\u305f\u7b87\u6240\n- \u82e6\u60c5\u3084\u6599\u91d1\u306e\u884c\u304d\u9055\u3044\u304c\u3042\u3063\u305f\u3068\u304d\u306e\u8a18\u9332\n\n**3\u3064\u76ee\u3067\u6599\u91d1\u306e\u8868\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u6599\u91d1\u3092\u6539\u5b9a\u3057\u305f\u6708\u306b\u300c\u524d\u3068\u8a00\u308f\u308c\u305f\u984d\u304c\u9055\u3046\u300d\u3068\u8a00\u308f\u308c\u305f\u3068\u304d\u306e\u305f\u3081\u3067\u3059\u3002** \u540c\u6cd5\u306f\u3001\u82e6\u60c5\u306e\u51e6\u7406\u306b\u95a2\u3059\u308b\u5e33\u7c3f\u306a\u3069\u3092\u55b6\u696d\u6240\u3054\u3068\u306b\u5099\u3048\u4ed8\u3051\u308b\u3053\u3068\u3082\u5b9a\u3081\u3066\u3044\u307e\u3059\u3002**\u884c\u304d\u9055\u3044\u306e\u8a18\u9332\u306f\u3001\u3053\u306e\u69cb\u6210\u306e\u30ed\u30b0\u3068\u306f\u5225\u306b\u3001\u82e6\u60c5\u306e\u5e33\u7c3f\u306b\u3082\u4eba\u304c\u66f8\u304d\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u91d1\u66dc\u3068\u571f\u66dc\u306b\u5c4a\u3044\u305f\u4f9d\u983c\u304b\u308930\u4ef6\u3092\u9078\u3076\uff08**\u5e97\u304b\u3089\u306e\u4f9d\u983c\u3001\u884c\u304d\u5148\u306e\u7121\u3044\u4f9d\u983c\u3001\u4f55\u901a\u304b\u306b\u5206\u304b\u308c\u305f LINE \u306e\u4f9d\u983c\u3092\u6df7\u305c\u308b**\uff09\n2. 30\u4ef6\u306b\u3064\u3044\u3066\u3001\u914d\u8eca\u4fc2\u304c\u5f53\u6642\u3069\u306e\u533a\u57df\u3067\u6599\u91d1\u306e\u76ee\u5b89\u3092\u51fa\u3057\u3001\u4f55\u3092\u805e\u304d\u8fd4\u3057\u305f\u304b\u3092\u66f8\u304d\u51fa\u3059\n3. \u533a\u57df\u306e\u8868\u3068\u7b2c7\u7ae0\u306e\u6307\u793a\u3092\u3001\u624b\u5143\u306e Claude \u306e\u753b\u9762\u306b\u8cbc\u308b\n4. 30\u4ef6\u306e\u4f9d\u983c\u30921\u4ef6\u305a\u3064\u8cbc\u308a\uff08\u5206\u304b\u308c\u305f LINE \u306f\u307e\u3068\u3081\u3066\u8cbc\u308b\uff09\u3001\u9805\u76ee\u3068\u533a\u57df\u3092\u66f8\u304b\u305b\u308b\n5. \u5f53\u6642\u306e\u53d7\u4ed8\u53f0\u5e33\u3068\u7a81\u304d\u5408\u308f\u305b\u3001**\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u884c\u304d\u5148\u3084 AT\uff0fMT \u3092\u57cb\u3081\u3066\u3044\u306a\u3044\u304b**\u3092\u78ba\u304b\u3081\u308b\n\n**30\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u30b7\u30ca\u30ea\u30aa\u3092\u7d44\u3080\u524d\u306b\u3001**\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u3092\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u8fd4\u305b\u308b\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u805e\u304d\u8fd4\u3057\u3068\u540c\u3058\u9805\u76ee\u304c `null` \u306b\u306a\u3063\u305f | **\u30b7\u30ca\u30ea\u30aa\u306e\u7d44\u307f\u7acb\u3066\u306b\u9032\u3080** |\n| \u8eca\u540d\u304b\u3089 AT \u3068\u6c7a\u3081\u305f | \u7981\u6b62\u306e\u66f8\u304d\u65b9\u3092\u6307\u793a\u306b\u8db3\u3059\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u5e97\u540d\u304b\u3089\u533a\u57df\u306e\u5019\u88dc\u304c\u51fa\u306a\u3044 | **\u533a\u57df\u306e\u8868\u304c\u5148\u3002** \u53d6\u6b21\u304e\u306e\u591a\u3044\u5e97\u3092\u66f8\u304d\u8db3\u3059 |\n\n**3\u884c\u76ee\u304c\u51fa\u305f\u3089\u3001\u533a\u57df\u306e\u8868\u3092\u5148\u306b\u76f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u914d\u8eca\u4fc2\u304c\u982d\u306e\u4e2d\u3067\u6301\u3063\u3066\u3044\u305f\u300c\u3053\u306e\u5e97\u306f\u3053\u306e\u533a\u57df\u300d\u306e\u5bfe\u5fdc\u3092\u8868\u306b\u51fa\u3059\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u571f\u53f0\u3067\u3059\u3002","minimal_setup_short":"\u533a\u57df\u306e\u8868\u3068\u4f9d\u983c\u3092\u624b\u3067 Claude \u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u9805\u76ee\u3068\u533a\u57df\u3092\u66f8\u304b\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u53d6\u308a\u51fa\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0bMake \u3067\u4f9d\u983c\u3092\u53d7\u3051\u3001\u53d7\u4ed8\u306e\u77e5\u3089\u305b\u3092\u8fd4\u3057\u3001\u6599\u91d1\u306e\u76ee\u5b89\u3068\u73ed\u306e\u5019\u88dc\u3092\u51fa\u3057\u3066\u8fd4\u4e8b\u3092\u4e0b\u66f8\u304d\u3059\u308b \uff0f \u53d7\u4ed8\u30fb\u53d6\u308a\u51fa\u3057\u30fb\u6599\u91d1\u306e\u76ee\u5b89\u30fb\u5019\u88dc\u30fb\u4e0b\u66f8\u304d","full_setup":"\u4e0a\u8a18\uff0b\u73ed\u304c\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u753b\u9762\u3067\u72b6\u614b\u3092\u66f8\u304d\u8fbc\u307f\u3001\u5f85\u6a5f\u306e\u8868\u304c\u81ea\u52d5\u3067\u4fdd\u305f\u308c\u308b \uff0f \u73ed\u306e\u72b6\u614b\u306e\u66f4\u65b0\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** \u9031\u672b\u306e\u591c\u306b1\u4ef6\u305a\u3064\u8cbc\u308b\u306e\u306f\u7d9a\u304d\u307e\u305b\u3093\u3002**\u53d6\u308a\u51fa\u3057\u3068\u533a\u57df\u306e\u7d50\u3073\u4ed8\u3051\u3092\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef65\u5206\u304c1.5\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u4f9d\u983c\u306e\u8aad\u307f\u53d6\u308a\u3001\u533a\u57df\u3068\u6599\u91d1\u306e\u76ee\u5b89\u3001\u73ed\u306e\u5019\u88dc\u3001\u53f0\u5e33\u306e\u8a18\u5165\u3001\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\u304c\u81ea\u52d5\u306b\u306a\u308a\u3001**\u4eba\u306b\u6b8b\u308b\u306e\u306f\u3001\u73ed\u3092\u9078\u3076\u3053\u3068\u3068\u3001\u8fd4\u4e8b\u3092\u78ba\u304b\u3081\u3066\u9001\u308b\u3053\u3068\u3067\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u306f\u3001\u73ed\u306e\u5074\u306e\u904b\u7528\u3092\u5909\u3048\u308b\u8a71\u3067\u3059\u3002** \u5f85\u6a5f\u306e\u8868\u304c\u6b63\u3057\u304f\u4fdd\u305f\u308c\u306a\u3044\u3046\u3061\u306b\u5019\u88dc\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u3088\u3046\u3068\u3057\u3066\u3082\u3001**\u8868\u306e\u5024\u304c\u53e4\u3051\u308c\u3070\u5019\u88dc\u3082\u53e4\u304f\u306a\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u300c\u5bb6\u307e\u3067\u300d\u306e\u884c\u304d\u5148\u3092\u524d\u56de\u306e\u4f9d\u983c\u3067\u57cb\u3081\u308b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `null`\u3002**\u76f4\u8fd1\u306e\u4f9d\u983c\u306f AI \u306b\u6e21\u3055\u306a\u3044** |\n| \u8eca\u540d\u304b\u3089 AT \u3068\u6c7a\u3081\u308b | AT\uff0fMT \u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u805e\u304d\u8fd4\u3059 |\n| \u5206\u304b\u308c\u305f LINE \u30921\u901a\u305a\u3064\u51e6\u7406\u3057\u3066\u805e\u304d\u8fd4\u3059 | 5\u5206\u4ee5\u5185\u3092\u307e\u3068\u3081\u3001\u7d9a\u304d\u304c\u7121\u3051\u308c\u3070 AI \u3092\u547c\u3076 |\n| \u5fdc\u7b54\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u5c4a\u304b\u306a\u3044 | **\u5fdc\u7b54\u30c8\u30fc\u30af\u30f3\u306f1\u5206\u4ee5\u5185\u30fb1\u56de\u3060\u3051\u3002** \u53d7\u4ed8\u306e\u77e5\u3089\u305b\u3092\u6700\u521d\u306b\u9001\u308b |\n| \u540c\u3058\u73ed\u30922\u4ef6\u306e\u5019\u88dc\u306b\u4e26\u3079\u308b | Process data in order \u3092\u6709\u52b9\u306b\u3057\u3001\u4eee\u306e\u884c\u3092\u66f8\u3044\u3066\u304b\u3089\u6b21\u3078 |\n| \u5883\u306e\u753a\u306e\u6599\u91d1\u306e\u76ee\u5b89\u304c\u305a\u308c\u308b | \u5883\u306e\u753a\u306f AI \u306b\u533a\u57df\u3092\u9078\u3070\u305b\u305a\u914d\u8eca\u4fc2\u3078 |\n| \u6599\u91d1\u3092\u6539\u5b9a\u3057\u305f\u306e\u306b\u53e4\u3044\u76ee\u5b89\u304c\u51fa\u308b | \u6599\u91d1\u306e\u8868\u30921\u304b\u6240\u306b\u3057\u3001\u7248\u3092\u6b8b\u3059 |\n| \u53f0\u5e33\u306e\u300c\u9001\u308b\u300d\u306e\u5370\u304c\u62fe\u308f\u308c\u306a\u3044 | Watch Changes \u306f\u753b\u9762\u3067\u306e\u4eba\u306e\u7de8\u96c6\u3060\u3051\u3092\u62fe\u3046\u3002**\u5f0f\u3084\u5225\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u5370\u3092\u4ed8\u3051\u306a\u3044** |\n| `Venue` \u304c\u8fd4\u3063\u3066\u30eb\u30fc\u30bf\u30fc\u304b\u3089\u843d\u3061\u308b | \u5c0f\u6587\u5b57\u306b\u305d\u308d\u3048\u3066\u304b\u3089\u6bd4\u3079\u308b |\n| \u5e97\u304b\u3089\u306e\u4f9d\u983c\u3067\u672c\u4eba\u304c\u5206\u304b\u3089\u306a\u3044 | \u672c\u4eba\u306e\u540d\u524d\u3068\u8eca\u306e\u624b\u304c\u304b\u308a\u3092\u5e97\u306b\u805e\u304d\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\u300c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u63a8\u3057\u91cf\u308b\u300d\u3053\u3068\u304b\u3089\u8d77\u304d\u3001**\u9055\u3046\u884c\u304d\u5148\u306e\u6599\u91d1\u3092\u4f1d\u3048\u308b\u304b\u3001\u53d7\u3051\u3089\u308c\u306a\u3044\u8eca\u306b\u73ed\u3092\u5411\u304b\u308f\u305b\u308b\u5f62\u3067\u8868\u306b\u51fa\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5229\u7528\u8005\u306e\u540d\u524d\u3068\u96fb\u8a71\u756a\u53f7\u3001LINE \u306e\u30e6\u30fc\u30b6\u30fc\u306e ID\u3001\u8fce\u3048\u306e\u5834\u6240\u3001\u884c\u304d\u5148\uff08\u591a\u304f\u306f\u81ea\u5b85\u306e\u4f4f\u6240\uff09\u3001\u8eca\u7a2e\u3001\u540c\u4e57\u306e\u4eba\u6570\u3067\u3059\u3002\n\n1. **AI\u306b\u6e21\u3059\u306e\u306f\u3001\u753a\u540d\u307e\u3067\u306e\u5834\u6240\u3068\u4f9d\u983c\u306e\u6587\u3060\u3051\u306b\u3059\u308b** \u2026 \u756a\u5730\u3001\u96fb\u8a71\u756a\u53f7\u3001LINE \u306e\u30e6\u30fc\u30b6\u30fc\u306e ID \u306f\u6e21\u3057\u307e\u305b\u3093\u3002**\u6599\u91d1\u306e\u76ee\u5b89\u3092\u51fa\u3059\u306b\u306f\u533a\u57df\u3067\u8db3\u308a\u307e\u3059**\n2. **\u6599\u91d1\u306e\u76ee\u5b89\u3092\u7d04\u675f\u3068\u3057\u3066\u9001\u3089\u306a\u3044** \u2026 \u540c\u6cd5\u306f\u3001\u5229\u7528\u8005\u306b\u6599\u91d1\u3084\u7d04\u6b3e\u306e\u6982\u8981\u306a\u3069\u306e\u6761\u4ef6\u3092\u8aac\u660e\u3057\u3001\u305d\u306e\u8aac\u660e\u306b\u5f93\u3063\u3066\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002**\u76ee\u5b89\u306f\u914d\u8eca\u4fc2\u304c\u78ba\u304b\u3081\u3066\u304b\u3089\u9001\u308a\u3001\u5230\u7740\u3057\u305f\u904b\u8ee2\u3059\u308b\u4eba\u304c\u6761\u4ef6\u3092\u8aac\u660e\u3057\u307e\u3059**\n3. **\u5229\u7528\u8005\u306e\u69d8\u5b50\u3092 AI \u306b\u5224\u65ad\u3055\u305b\u306a\u3044** \u2026 \u9152\u306b\u9154\u3063\u305f\u5229\u7528\u8005\u3078\u306e\u5bfe\u5fdc\u306f\u3001\u73fe\u5730\u306e\u904b\u8ee2\u3059\u308b\u4eba\u304c\u5224\u65ad\u3057\u307e\u3059\n4. **\u53d7\u4ed8\u53f0\u5e33\u306e\u4fdd\u5b58\u671f\u9593\u3092\u6c7a\u3081\u308b** \u2026 \u81ea\u5b85\u306e\u4f4f\u6240\u3068\u5229\u7528\u306e\u6642\u523b\u304c\u307e\u3068\u307e\u3063\u305f\u53f0\u5e33\u3067\u3059\u3002**\u82e6\u60c5\u306e\u5bfe\u5fdc\u306b\u8981\u308b\u671f\u9593\u3092\u6c7a\u3081\u3001\u904e\u304e\u305f\u3089\u756a\u5730\u3068\u96fb\u8a71\u756a\u53f7\u3092\u6d88\u3057\u307e\u3059**\n5. **\u5e97\u304b\u3089\u306e\u4f9d\u983c\u306e\u9023\u7d61\u5148\u3092\u3001\u5e97\u306e\u5ba3\u4f1d\u306b\u4f7f\u308f\u306a\u3044** \u2026 \u53d6\u6b21\u304e\u306e\u5e97\u304b\u3089\u805e\u3044\u305f\u672c\u4eba\u306e\u9023\u7d61\u5148\u306f\u3001\u305d\u306e\u591c\u306e\u914d\u8eca\u306b\u3060\u3051\u4f7f\u3044\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u9055\u3046\u6599\u91d1\u306e\u76ee\u5b89\u3092\u4f1d\u3048\u308b\u3053\u3068\u3068\u3001\u53d7\u3051\u3089\u308c\u306a\u3044\u8eca\u306b\u73ed\u3092\u5411\u304b\u308f\u305b\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u6599\u91d1\u3092\u8868\u3067\u51fa\u3059\u3053\u3068\u3068\u914d\u8eca\u4fc2\u306e\u78ba\u304b\u3081\u3067\u3001\u5f8c\u8005\u306f\u8eca\u7a2e\u3092\u63a8\u3057\u91cf\u3089\u305b\u306a\u3044\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002**\u3069\u3061\u3089\u3082AI\u306e\u8ce2\u3055\u3067\u306f\u306a\u304f\u3001\u8a2d\u8a08\u306e\u5074\u3067\u5b88\u308a\u307e\u3059\u3002**","recommended_for":"\u5730\u65b9\u90fd\u5e02\u3067\u904b\u8ee2\u4ee3\u884c\u3092\u55b6\u307f\u3001\u96fb\u8a71\u306b\u52a0\u3048\u3066 Web \u306e\u30d5\u30a9\u30fc\u30e0\u3068 LINE \u3067\u4e88\u7d04\u3084\u4f9d\u983c\u3092\u53d7\u3051\u3066\u3044\u3066\u3001\u9031\u672b\u306e\u591c\u306b\u4f9d\u983c\u304c\u91cd\u306a\u308b\u3068\u914d\u8eca\u4fc2\u304c\u96fb\u8a71\u3068\u753b\u9762\u306e\u4e21\u65b9\u306b\u8ffd\u308f\u308c\u3066\u3044\u308b\u4e8b\u696d\u8005\u3002\u6599\u91d1\u3092\u533a\u57df\u3054\u3068\u306e\u8868\u3067\u5b9a\u3081\u3066\u63b2\u793a\u3057\u3066\u3044\u3066\u3001\u8fce\u3048\u306e\u5834\u6240\u3068\u884c\u304d\u5148\u304c\u5206\u304b\u308c\u3070\u6599\u91d1\u306e\u76ee\u5b89\u304c\u6c7a\u307e\u308b\u5834\u5408\u3002\u98f2\u98df\u5e97\u3084\u30db\u30c6\u30eb\u304b\u3089\u5ba2\u306e\u4f9d\u983c\u3092\u53d6\u308a\u6b21\u3044\u3067\u3082\u3089\u3046\u3053\u3068\u304c\u591a\u3044\u5834\u5408\u3002","not_recommended_for":"\u4f9d\u983c\u306e\u307b\u3068\u3093\u3069\u304c\u96fb\u8a71\u3067\u3001Web \u3084 LINE \u306e\u4f9d\u983c\u304c\u6708\u306b\u6570\u5341\u4ef6\u306e\u4e8b\u696d\u8005\u3002\u6599\u91d1\u3092\u8ddd\u96e2\u306e\u30e1\u30fc\u30bf\u30fc\u3067\u6c7a\u3081\u3066\u3044\u3066\u3001\u533a\u57df\u306e\u8868\u3067\u76ee\u5b89\u3092\u51fa\u305b\u306a\u3044\u5834\u5408\uff08\u5730\u56f3\u306e\u8ddd\u96e2\u3092\u4f7f\u3046\u8a2d\u8a08\u304c\u5225\u306b\u8981\u308a\u307e\u3059\uff09\u3002\u914d\u8eca\u306e\u5c02\u7528\u30b7\u30b9\u30c6\u30e0\u3067\u53d7\u4ed8\u304b\u3089\u914d\u8eca\u307e\u3067\u6e08\u3093\u3067\u3044\u308b\u5834\u5408\u3002\u306a\u304a\u3001\u914d\u8eca\u306e\u78ba\u5b9a\u3001\u6599\u91d1\u306e\u78ba\u5b9a\u3068\u8aac\u660e\u3001\u9152\u306b\u9154\u3063\u305f\u5229\u7528\u8005\u3078\u306e\u5bfe\u5fdc\u306e\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u533a\u57df\u306e\u8868\u3092\u4f5c\u308b**\n\n\u914d\u8eca\u4fc24\u540d\u3067\u3001**\u533a\u57df\u3054\u3068\u306e\u753a\u540d\u3068\u3001\u53d6\u6b21\u304e\u306e\u591a\u3044\u5e97\u30fb\u30db\u30c6\u30eb\u30fb\u99c5\u306e\u540d\u524d\u3092\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002** 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