{"id":15226,"date":"2026-10-14T09:13:26","date_gmt":"2026-10-14T00:13:26","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/tuition-payment-reconcile\/"},"modified":"2026-10-14T09:13:26","modified_gmt":"2026-10-14T00:13:26","slug":"tuition-payment-reconcile","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/tuition-payment-reconcile\/","title":{"rendered":"\u5c02\u9580\u5b66\u6821\u306e\u5b66\u8cbb\uff08\u5206\u7d0d\uff09\u306e\u5165\u91d1\u3092\u5b66\u751f\u3054\u3068\u306e\u8acb\u6c42\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u540d\u7fa9\u306e\u9055\u3046\u632f\u8fbc\u3068\u904e\u4e0d\u8db3\u306e\u7406\u7531\u3092\u898b\u5206\u3051\u3066\u3001\u672a\u7d0d\u3068\u7763\u4fc3\u306e\u5019\u88dc\u3092\u6bce\u6708\u51fa\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u9280\u884c\u306e\u5165\u51fa\u91d1\u660e\u7d30\u306e\u632f\u8fbc\u3092\u3001\u5b66\u8cbb\u53f0\u5e33\u306e\u5206\u7d0d\u306e\u8acb\u6c42\u3068\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002\u540d\u7fa9\u3084\u91d1\u984d\u3067\u4ed8\u304b\u306a\u3044\u5165\u91d1\u306f\u3069\u306e\u5b66\u751f\u306e\u3069\u306e\u56de\u304b\u306e\u5019\u88dc\u3092\u51fa\u3057\u3001\u672a\u7d0d\u306e\u5b66\u751f\u3068\u7763\u4fc3\u3092\u4fdd\u7559\u3059\u3079\u304d\u5b66\u751f\u3092\u5206\u3051\u305f\u4e00\u89a7\u3092\u6bce\u6708\u4f5c\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1373","platform_main":"Google Apps Script","publish_date":"","last_updated":"2026-10-14","tech_verified_date":"2026-10-13","trigger":"**Apps Script \u306e\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\u3067\u3001\u6bce\u67083\u65e5\u306e9\u6642\u53f0\u306b\u52d5\u304b\u3057\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\u306f1\u5206\u3054\u3068\u304b\u3089\u67081\u56de\u307e\u3067\u8a2d\u5b9a\u3067\u304d\u3001**\u6bce\u65e59\u6642\u306e\u3088\u3046\u306b\u6c7a\u3081\u305f\u5834\u5408\u3001\u5b9f\u969b\u306e\u6642\u523b\u306f9\u6642\u304b\u308910\u6642\u306e\u9593\u3067\u6c7a\u307e\u308a\u3001\u305d\u306e\u5f8c\u306f\u540c\u3058\u6642\u523b\u306b\u52d5\u304f**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u6708\u521d\u306e3\u65e5\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u6708\u672b\u306e\u5165\u91d1\u3092\u53d6\u308a\u8fbc\u3080\u305f\u3081\u3067\u3059\u3002** \u6708\u672b\u304c\u571f\u65e5\u306b\u5f53\u305f\u308b\u3068\u3001\u632f\u8fbc\u306e\u8a18\u5e33\u304c\u7fcc\u6708\u306b\u305a\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u7d4c\u7406\u306e\u62c5\u5f53\u304c\u5148\u6708\u5206\u306eCSV\u3092\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u3044\u305f\u306e\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u52d5\u304f\u3088\u3046\u3001**CSV\u304c\u7121\u3051\u308c\u3070\u4f55\u3082\u305b\u305a\u306b\u62c5\u5f53\u8005\u306b\u77e5\u3089\u305b\u3066\u7d42\u308f\u308b**\u4f5c\u308a\u306b\u3057\u307e\u3059\u3002\n\n**\u624b\u52d5\u3067\u3082\u52d5\u304b\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u671f\u65e5\u306e\u76f4\u5f8c\u306b\u672a\u7d0d\u3092\u65e9\u3081\u306b\u78ba\u304b\u3081\u305f\u3044\u6708\u3084\u3001CSV\u3092\u7f6e\u304d\u76f4\u3057\u305f\u6708\u306f\u3001\u62c5\u5f53\u8005\u304c\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u5b9f\u884c\u3057\u307e\u3059\u3002**\u540c\u6642\u306b2\u3064\u52d5\u304f\u3068\u53f0\u5e33\u306e\u78ba\u8a8d\u7528\u30b7\u30fc\u30c8\u304c\u4e8c\u91cd\u306b\u66f8\u304b\u308c\u308b**\u305f\u3081\u3001LockService \u306e\u30b9\u30af\u30ea\u30d7\u30c8\u30ed\u30c3\u30af\u3067\u3001\u540c\u6642\u306b1\u3064\u3057\u304b\u52d5\u304b\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`getScriptLock()` \u306f**\u3069\u306e\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u3082\u30b3\u30fc\u30c9\u306e\u533a\u9593\u3092\u540c\u6642\u306b\u5b9f\u884c\u3055\u305b\u306a\u3044\u30ed\u30c3\u30af**\u3092\u8fd4\u3059\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5165\u51fa\u91d1\u660e\u7d30 | \u65e5\u4ed8\u3001\u5165\u91d1\u984d\u3001\u632f\u8fbc\u4eba\u306e\u540d\u7fa9\uff08\u30ab\u30ca\uff09\u3001\u6458\u8981 | \u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u306e CSV |\n| \u5b66\u8cbb\u53f0\u5e33 | \u5b66\u751f\u756a\u53f7\u3001\u5b66\u79d1\u3001\u5b66\u5e74\u3001\u5206\u7d0d\u306e\u56de\u3054\u3068\u306e\u671f\u65e5\u3068\u8acb\u6c42\u984d\u3001\u5165\u91d1\u65e5\u3068\u5165\u91d1\u984d | \u5b66\u8cbb\u53f0\u5e33\u306e\u30b7\u30fc\u30c8 |\n| \u632f\u8fbc\u4eba\u306e\u5c4a\u3051 | \u5b66\u751f\u3054\u3068\u306b\u5c4a\u3051\u51fa\u305f\u632f\u8fbc\u4eba\u306e\u540d\u7fa9\uff08\u8907\u6570\u53ef\uff09 | \u5b66\u8cbb\u53f0\u5e33\u306b\u5217\u3092\u8db3\u3059 |\n| \u5b66\u751f\u540d\u7c3f | \u5b66\u751f\u306e\u6c0f\u540d\uff08\u30ab\u30ca\uff09\u3001\u4fdd\u8b77\u8005\u306e\u6c0f\u540d\uff08\u30ab\u30ca\uff09\u3001\u5144\u5f1f\u306e\u5728\u7c4d | \u5b66\u751f\u540d\u7c3f |\n| \u5099\u8003 | \u5ef6\u7d0d\u306e\u76f8\u8ac7\u3001\u5968\u5b66\u91d1\u306e\u632f\u8fbc\u4e88\u5b9a\u3001\u4fdd\u8b77\u8005\u3068\u306e\u9023\u7d61\u306e\u8a18\u9332 | \u5b66\u8cbb\u53f0\u5e33\u306e\u5099\u8003\u306e\u5217 |\n| \u898f\u5247\u306e\u8868 | \u632f\u8fbc\u624b\u6570\u6599\u3068\u3057\u3066\u8a31\u3059\u5dee\u984d\u306e\u7bc4\u56f2\u3001\u307e\u3068\u3081\u6255\u3044\u3068\u3057\u3066\u6271\u3046\u56de\u6570\u306e\u4e0a\u9650 | \u7d4c\u7406\u304c\u6c7a\u3081\u308b\u30b7\u30fc\u30c8 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u632f\u8fbc\u4eba\u306e\u5c4a\u3051\u306e\u5217\u3067\u3059\u3002** 1\u4eba\u306e\u5b66\u751f\u306b\u3001\u672c\u4eba\u30fb\u4fdd\u8b77\u8005\u30fb\u7956\u7236\u6bcd\u306e\u540d\u7fa9\u3092\u8907\u6570\u6301\u305f\u305b\u3066\u304a\u3051\u3070\u3001**\u898f\u5247\u3067\u4ed8\u304f\u5165\u91d1\u304c\u5897\u3048\u3001AI\u306b\u56de\u308b\u5165\u91d1\u304c\u6e1b\u308a\u307e\u3059\u3002** AI\u3067\u540d\u7fa9\u304c\u5224\u660e\u3057\u305f\u5165\u91d1\u306f\u3001\u78ba\u304b\u3081\u305f\u5f8c\u306b\u5c4a\u3051\u306e\u5217\u3078\u8db3\u3057\u3066\u3044\u304d\u307e\u3059\u3002\n\n**\u5099\u8003\u306f\u3001\u65e5\u4ed8\u3068\u66f8\u3044\u305f\u4eba\u3092\u4ed8\u3051\u3066\u66f8\u304f\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\u3002** \u300c9\/25 \u62c5\u4efb\u3007\u3007\uff1a\u4fdd\u8b77\u8005\u3088\u308a10\u670810\u65e5\u5165\u91d1\u4e88\u5b9a\u3068\u9023\u7d61\u300d\u306e\u3088\u3046\u306b\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001**\u7763\u4fc3\u306e\u4fdd\u7559\u306e\u5224\u5b9a\u304c\u305d\u306e\u65e5\u4ed8\u3068\u6bd4\u3079\u3089\u308c\u307e\u3059\u3002** \u65e5\u4ed8\u306e\u7121\u3044\u5099\u8003\u306f\u3001\u3044\u3064\u306e\u8a71\u304b\u5206\u304b\u3089\u306a\u3044\u306e\u3067\u3001\u4fdd\u7559\u306e\u6839\u62e0\u306b\u306a\u308a\u307e\u305b\u3093\u3002","data_source":"**CSV\u306f\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u8aad\u307f\u3001\u6587\u5b57\u30b3\u30fc\u30c9\u3092\u6307\u5b9a\u3057\u3066\u6587\u5b57\u5217\u306b\u3057\u307e\u3059\u3002** \u9280\u884c\u306e\u660e\u7d30\u306eCSV\u306f Shift_JIS \u3067\u66f8\u304d\u51fa\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u3001\u305d\u306e\u307e\u307e\u8aad\u3080\u3068\u540d\u7fa9\u306e\u30ab\u30ca\u304c\u6587\u5b57\u5316\u3051\u3057\u307e\u3059\u3002\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001Blob \u306e `getDataAsString(charset)` \u306f**\u6307\u5b9a\u3057\u305f\u6587\u5b57\u30b3\u30fc\u30c9\u3067\u4e2d\u8eab\u3092\u6587\u5b57\u5217\u3068\u3057\u3066\u8fd4\u3059**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8aad\u3093\u3060\u6587\u5b57\u5217\u306f `Utilities.parseCsv()` \u30672\u6b21\u5143\u306e\u914d\u5217\u306b\u3057\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u5165\u91d1\u306e\u884c | CSV \u306e\u5165\u51fa\u91d1\u306e\u533a\u5206 | \u7167\u5408\u306e\u5bfe\u8c61 |\n| \u632f\u8fbc\u4eba\u306e\u540d\u7fa9 | CSV \u306e\u540d\u7fa9\u306e\u5217 | \u5c4a\u3051\u306e\u540d\u7fa9\u3068\u306e\u7167\u5408\u3001\u540d\u7fa9\u306e\u8fd1\u3055 |\n| \u672a\u5165\u91d1\u306e\u56de | \u5b66\u8cbb\u53f0\u5e33 | \u5019\u88dc\u306e\u56de |\n| \u540d\u7fa9\u306e\u5019\u88dc | \u632f\u8fbc\u4eba\u306e\u5c4a\u3051\u3001\u5b66\u751f\u540d\u7c3f\u306e\u672c\u4eba\u30fb\u4fdd\u8b77\u8005\u306e\u30ab\u30ca | \u4ed8\u304b\u306a\u3044\u5165\u91d1\u306e\u5019\u88dc\u306e\u5b66\u751f |\n| \u5099\u8003 | \u5b66\u8cbb\u53f0\u5e33 | \u7763\u4fc3\u306e\u4fdd\u7559\u306e\u898b\u5206\u3051 |\n\n**\u4ed8\u304b\u306a\u3044\u5165\u91d1\u306e\u5019\u88dc\u96c6\u3081\u306f\u3001Apps Script \u3067\u884c\u3044\u307e\u3059\u3002** \u632f\u8fbc\u4eba\u306e\u30ab\u30ca\u306e\u59d3\u304c\u4e00\u81f4\u3059\u308b\u5b66\u751f\u3001\u4fdd\u8b77\u8005\u306e\u30ab\u30ca\u304c\u4e00\u81f4\u3059\u308b\u5b66\u751f\u3001**\u5165\u91d1\u984d\u304c\u305d\u306e\u5b66\u751f\u306e\u672a\u5165\u91d1\u306e\u56de\u306e\u8acb\u6c42\u984d\u306e\u5408\u8a08\u3084\u3001\u624b\u6570\u6599\u3092\u5f15\u3044\u305f\u984d\u306b\u8fd1\u3044\u5b66\u751f**\u3092\u3001\u591a\u304f\u30665\u4eba\u307e\u3067\u96c6\u3081\u307e\u3059\u3002**AI\u306b\u53f0\u5e33\u5168\u4f53\u3092\u6e21\u3055\u305a\u3001\u5019\u88dc\u3060\u3051\u3092\u6e21\u3059\u305f\u3081\u306e\u6bb5\u3067\u3059\u3002**","preprocessing":"1. **\u30ab\u30ca\u3092\u305d\u308d\u3048\u308b** \u2026 \u534a\u89d2\u30fb\u5168\u89d2\u3001\u5c0f\u3055\u3044\u6587\u5b57\uff08\u30e3\u30fb\u30e5\u30fb\u30e7\uff09\u306e\u8868\u8a18\u3001\u59d3\u3068\u540d\u306e\u9593\u306e\u7a7a\u767d\u3092\u3001\u5c4a\u3051\u306e\u540d\u7fa9\u3068\u660e\u7d30\u3067\u305d\u308d\u3048\u307e\u3059\n2. **\u6cd5\u4eba\u540d\u306a\u3069\u3092\u5916\u3059** \u2026 \u5968\u5b66\u91d1\u306e\u632f\u8fbc\u3084\u3001\u5165\u91d1\u306e\u533a\u5206\u3067\u5b66\u8cbb\u3067\u306a\u3044\u3082\u306e\uff08\u8fd4\u91d1\u306e\u623b\u308a\u306a\u3069\uff09\u3092\u3001\u6458\u8981\u3068\u540d\u7fa9\u3067\u5148\u306b\u5206\u3051\u307e\u3059\n3. **\u898f\u5247\u3067\u4ed8\u3051\u308b** \u2026 \u5c4a\u3051\u306e\u540d\u7fa9\u304c\u4e00\u81f4\u3057\u3001\u91d1\u984d\u304c\u305d\u306e\u56de\u306e\u8acb\u6c42\u984d\u3068\u4e00\u81f4\u3059\u308b\u3082\u306e\u3092\u5148\u306b\u4ed8\u3051\u307e\u3059\n4. **\u5dee\u984d\u3092\u8a08\u7b97\u3059\u308b** \u2026 \u4ed8\u304b\u306a\u3044\u5165\u91d1\u306b\u3064\u3044\u3066\u3001\u5019\u88dc\u306e\u5b66\u751f\u306e\u672a\u5165\u91d1\u306e\u56de\u3054\u3068\u306e\u8acb\u6c42\u984d\u3068\u306e\u5dee\u3092 Apps Script \u3067\u8a08\u7b97\u3057\u307e\u3059\n5. **\u5019\u88dc\u3092\u7d5e\u308b** \u2026 1\u4ef6\u306e\u5165\u91d1\u306b\u3064\u304d\u5019\u88dc\u306f5\u4eba\u307e\u3067\u3001\u5b66\u751f\u3054\u3068\u306e\u672a\u5165\u91d1\u306e\u56de\u307e\u3067\u542b\u3081\u3066\u6e21\u3057\u307e\u3059\n6. **\u7763\u4fc3\u306e\u5bfe\u8c61\u3092\u62fe\u3046** \u2026 \u671f\u65e5\u3092\u904e\u304e\u3066\u5165\u91d1\u306e\u7121\u3044\u56de\u3092\u898f\u5247\u3067\u62fe\u3044\u3001\u5099\u8003\u306e\u4ed8\u3044\u3066\u3044\u308b\u3082\u306e\u3060\u3051\u3092AI\u306b\u56de\u3057\u307e\u3059\n\n**4\u756a\u76ee\u306e\u5dee\u984d\u3092\u3001AI\u306b\u8a08\u7b97\u3055\u305b\u306a\u3044\u306e\u304c\u8981\u3067\u3059\u3002** \u300c\u8acb\u6c42\u984d\u3068\u306e\u5dee\u300d\u306fAI\u306b\u805e\u304f\u3068\u7b54\u3048\u307e\u3059\u304c\u3001**\u6841\u306e\u591a\u3044\u91d1\u984d\u306e\u5f15\u304d\u7b97\u3092AI\u306b\u4efb\u305b\u308b\u7406\u7531\u306f\u3042\u308a\u307e\u305b\u3093\u3002** Apps Script \u3067\u8a08\u7b97\u3057\u305f\u5dee\u984d\u3092\u6e21\u3057\u3001AI\u306b\u306f**\u305d\u306e\u5dee\u984d\u304c\u4f55\u306e\u7406\u7531\u3067\u751f\u307e\u308c\u305f\u304b**\u3060\u3051\u3092\u5224\u5b9a\u3055\u305b\u307e\u3059\u3002\n\n**6\u756a\u76ee\u3067\u3001\u5099\u8003\u306e\u7121\u3044\u672a\u7d0d\u306fAI\u306b\u56de\u3057\u307e\u305b\u3093\u3002** \u5099\u8003\u304c\u7121\u3051\u308c\u3070\u4fdd\u7559\u306e\u7406\u7531\u3082\u7121\u304f\u3001**\u898f\u5247\u306e\u307e\u307e\u7763\u4fc3\u306e\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002**","ai_processing":"**\u4ed8\u304b\u306a\u3044\u5165\u91d1\u3068\u3001\u5099\u8003\u306e\u4ed8\u3044\u305f\u672a\u7d0d\u306b\u3064\u3044\u3066\u3001\u5224\u5b9a\u3092\u3055\u305b\u307e\u3059\u3002**\n\n| \u5224\u5b9a\u3059\u308b\u3053\u3068 | \u4e2d\u8eab | \u6c7a\u3081\u3089\u308c\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u5165\u91d1\u306e\u5b66\u751f\u3068\u56de | \u5019\u88dc\u306e\u4e2d\u304b\u3089\u5f53\u3066\u306f\u307e\u308b\u5b66\u751f\u3068\u56de | `unmatched` |\n| \u904e\u4e0d\u8db3\u306e\u7406\u7531 | \u624b\u6570\u6599\u306e\u5dee\u5f15\u3001\u307e\u3068\u3081\u6255\u3044\u3001\u5144\u5f1f\u306e\u5408\u7b97\u3001\u524d\u5012\u3057\u3001\u4e00\u90e8\u5165\u91d1\u3001\u4e0d\u660e | `unknown` |\n| \u7763\u4fc3\u306e\u4fdd\u7559 | \u5099\u8003\u304b\u3089\u3001\u5ef6\u7d0d\u306e\u76f8\u8ac7\u4e2d\u30fb\u5165\u91d1\u4e88\u5b9a\u306e\u9023\u7d61\u3042\u308a\u30fb\u5968\u5b66\u91d1\u5f85\u3061\u30fb\u305d\u306e\u4ed6 | `check` |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5dee\u984d\u306e\u8a08\u7b97 | Apps Script \u3067\u8a08\u7b97\u3057\u305f\u5024\u3092\u6e21\u3059 |\n| \u5019\u88dc\u306b\u306a\u3044\u5b66\u751f\u3078\u306e\u4ed8\u3051\u66ff\u3048 | \u5019\u88dc\u306e\u5916\u3092\u63a8\u6e2c\u3059\u308b\u3068\u3001\u8aa4\u3063\u305f\u4ed8\u3051\u65b9\u3092\u898b\u5206\u3051\u3089\u308c\u306a\u3044 |\n| \u7763\u4fc3\u3059\u308b\u304b\u3069\u3046\u304b\u306e\u6c7a\u5b9a | \u62c5\u5f53\u8005\u3068\u62c5\u4efb\u304c\u6c7a\u3081\u308b |\n| \u5ef6\u7d0d\u3084\u6e1b\u514d\u3092\u8a8d\u3081\u308b\u304b\u3069\u3046\u304b | \u5b66\u6821\u306e\u898f\u7a0b\u306b\u3088\u308b\u5224\u65ad |\n| \u5165\u91d1\u65e5\u306e\u4e88\u60f3 | \u5099\u8003\u306b\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3092\u5199\u3059\u3060\u3051 |\n\n**2\u884c\u76ee\u3092\u5b88\u3089\u305b\u308b\u306e\u304c\u3001\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002** \u5019\u88dc\u306b\u5f53\u3066\u306f\u307e\u308b\u5b66\u751f\u304c\u3044\u306a\u3044\u3068\u304d\u3001AI\u306f\u540d\u7fa9\u306e\u4f3c\u305f\u300c\u3069\u3053\u304b\u306e\u5b66\u751f\u300d\u3092\u6319\u3052\u304c\u3061\u3067\u3059\u3002**\u5019\u88dc\u306e\u5916\u3092\u6319\u3052\u308b\u3053\u3068\u3092\u7981\u3058\u3001\u5f53\u3066\u306f\u307e\u3089\u306a\u3051\u308c\u3070 `unmatched` \u306b\u3055\u305b\u307e\u3059\u3002** \u5224\u5b9a\u306e\u5f8c\u306b\u3001\u8fd4\u3063\u3066\u304d\u305f\u5b66\u751f\u756a\u53f7\u304c\u5019\u88dc\u306e\u4e2d\u306b\u3042\u308b\u304b\u3092 Apps Script \u3067\u691c\u67fb\u3057\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5c02\u9580\u5b66\u6821\u306e\u7d4c\u7406\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u5b66\u8cbb\u306e\u5165\u91d1\u304c\u3069\u306e\u5b66\u751f\u306e\u3069\u306e\u56de\u306e\u3082\u306e\u304b\u3092\u5224\u5b9a\u3057\u307e\u3059\u3002\n\n\u3010\u5165\u91d1\u3011\n\u65e5\u4ed8\uff1a{date}\u3000\u91d1\u984d\uff1a{amount}\u5186\u3000\u632f\u8fbc\u4eba\u540d\u7fa9\uff1a{payer_kana}\u3000\u6458\u8981\uff1a{memo}\n\n\u3010\u5019\u88dc\u306e\u5b66\u751f\uff08\u6700\u59275\u4eba\uff09\u3011\n{candidates}\n\uff08\u5b66\u751f\u756a\u53f7\u3001\u5b66\u751f\u306e\u30ab\u30ca\u3001\u4fdd\u8b77\u8005\u306e\u30ab\u30ca\u3001\u5c4a\u3051\u306e\u540d\u7fa9\u3001\n \u672a\u5165\u91d1\u306e\u56de\u3054\u3068\u306e\u671f\u65e5\u30fb\u8acb\u6c42\u984d\u30fb\u5165\u91d1\u984d\u3068\u306e\u5dee\u984d\uff09\n\n\u3010\u8a31\u3059\u5dee\u984d\u306e\u7bc4\u56f2\u3011\u632f\u8fbc\u624b\u6570\u6599\u3068\u3057\u3066 {fee_min}\u301c{fee_max} \u5186\u306e\u4e0d\u8db3\n\n\u3010\u5224\u5b9a\u306e\u3057\u304b\u305f\u3011\n1. \u5019\u88dc\u306e\u4e2d\u304b\u3089\u3001\u3053\u306e\u5165\u91d1\u306b\u5f53\u3066\u306f\u307e\u308b\u5b66\u751f\u3068\u56de\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n   2\u56de\u5206\u306e\u307e\u3068\u3081\u6255\u3044\u3001\u5144\u5f1f\u306e\u5408\u7b97\u306e\u3088\u3046\u306b\u3001\u8907\u6570\u306e\u5b66\u751f\u30fb\u56de\u306b\u5f53\u305f\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n2. \u5dee\u984d\u306e\u7406\u7531\u3092\u6b21\u304b\u3089\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n   fee_deducted \/ combined_installments \/ siblings_combined \/\n   paid_early \/ partial \/ unknown\n3. \u5224\u5b9a\u306e\u6839\u62e0\u3092\u3001\u540d\u7fa9\u3068\u91d1\u984d\u306e\u3069\u3053\u304c\u4e00\u81f4\u3057\u305f\u304b\u3067\u77ed\u304f\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5019\u88dc\u306b\u306a\u3044\u5b66\u751f\u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5f53\u3066\u306f\u307e\u3089\u306a\u3051\u308c\u3070 status \u3092 unmatched \u306b\n  \u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5dee\u984d\u3092\u8a08\u7b97\u3057\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u793a\u3057\u305f\u5dee\u984d\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n- \u540d\u7fa9\u304c\u4f3c\u3066\u3044\u308b\u3060\u3051\u3067\u91d1\u984d\u306e\u8aac\u660e\u304c\u3064\u304b\u306a\u3044\u3068\u304d\u306f\u3001\u9078\u3070\u305a\u306b unmatched \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8ff7\u3063\u305f\u3068\u304d\u306b matched \u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n\u7763\u4fc3\u306e\u4fdd\u7559\u306e\u898b\u5206\u3051\u306f\u3001\u5225\u306e\u547c\u3073\u51fa\u3057\u306b\u3057\u307e\u3059\u3002\n\n```\n\u6b21\u306e\u5b66\u751f\u306f\u3001\u5b66\u8cbb\u306e\u5206\u7d0d\u306e\u671f\u65e5\u3092\u904e\u304e\u3066\u5165\u91d1\u304c\u3042\u308a\u307e\u305b\u3093\u3002\n\u5099\u8003\u3092\u8aad\u307f\u3001\u7763\u4fc3\u3092\u4fdd\u7559\u3059\u3079\u304d\u7406\u7531\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u5224\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u671f\u65e5\u3068\u672a\u5165\u91d1\u984d\u3011{due_date}\u3000{unpaid}\u5186\n\u3010\u5099\u8003\u3011{notes}\uff08\u65e5\u4ed8\u3068\u66f8\u3044\u305f\u4eba\u4ed8\u304d\uff09\n\u3010\u4eca\u65e5\u306e\u65e5\u4ed8\u3011{today}\n\n- \u7406\u7531\u3092 deferral_requested \/ payment_promised \/ scholarship_pending \/ other \/ none\n  \u304b\u3089\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5165\u91d1\u4e88\u5b9a\u306e\u65e5\u4ed8\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8a08\u7b97\u3084\u63a8\u6e2c\u3067\u65e5\u4ed8\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5165\u91d1\u4e88\u5b9a\u306e\u65e5\u4ed8\u304c\u4eca\u65e5\u3088\u308a\u524d\u306a\u3089\u3001\u7d04\u675f\u306e\u65e5\u3092\u904e\u304e\u3066\u3044\u308b\u3053\u3068\u3092\u660e\u8a18\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7763\u4fc3\u3059\u308b\u3079\u304d\u304b\u3069\u3046\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u8ff7\u3063\u305f\u3068\u304d\u306b matched \u306b\u3057\u306a\u3044\u300d\u3092\u66f8\u304f\u306e\u306f\u3001AI\u304c\u9078\u3073\u305f\u304c\u308b\u304b\u3089\u3067\u3059\u3002** \u5019\u88dc\u304c\u4e26\u3093\u3067\u3044\u308b\u3068\u3001\u3069\u308c\u304b\u3092\u9078\u3076\u306e\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u308b\u7b54\u3048\u3060\u3068\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**`unmatched` \u306f\u5931\u6557\u3067\u306f\u306a\u304f\u3001\u4eba\u304c\u898b\u308b\u5165\u91d1\u3060\u3068\u3044\u3046\u3053\u3068\u3092\u6307\u793a\u3067\u4f1d\u3048\u307e\u3059\u3002**\n\n**\u7763\u4fc3\u306e\u5074\u3067\u300c\u7763\u4fc3\u3059\u308b\u3079\u304d\u304b\u66f8\u304b\u306a\u3044\u300d\u3092\u660e\u8a18\u3059\u308b\u306e\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u5099\u8003\u306b\u5ef6\u7d0d\u306e\u76f8\u8ac7\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u3001AI\u306f\u300c\u7763\u4fc3\u306f\u63a7\u3048\u308b\u3079\u304d\u300d\u3068\u66f8\u304d\u307e\u3059\u3002**\u63a7\u3048\u308b\u304b\u3069\u3046\u304b\u306f\u62c5\u4efb\u3068\u7d4c\u7406\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3001AI\u304c\u8fd4\u3059\u306e\u306f\u7406\u7531\u306e\u7a2e\u985e\u3068\u65e5\u4ed8\u3060\u3051\u3067\u3059\u3002**","output_data":"**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306e JSON \u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`output_config.format` \u306b `type: \"json_schema\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u306f `additionalProperties: false` \u304c\u5fc5\u8981\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n```json\n{\n  \"deposit_id\": \"\",\n  \"status\": \"matched | unmatched\",\n  \"allocations\": [\n    { \"student_no\": \"\", \"installment_no\": 0 }\n  ],\n  \"reason\": \"fee_deducted | combined_installments | siblings_combined | paid_early | partial | unknown\",\n  \"basis\": \"\"\n}\n```\n\n```json\n{\n  \"student_no\": \"\",\n  \"installment_no\": 0,\n  \"hold_reason\": \"deferral_requested | payment_promised | scholarship_pending | other | none\",\n  \"promised_date_text\": \"\",\n  \"promise_passed\": false,\n  \"basis_note\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`allocations` \u3092\u914d\u5217\u306b\u3057\u3066\u3001\u307e\u3068\u3081\u6255\u3044\u3068\u5144\u5f1f\u306e\u5408\u7b97\u3092\u8868\u305b\u308b\u3053\u3068\u3067\u3059\u3002** 1\u4ef6\u306e\u5165\u91d1\u3092\u8907\u6570\u306e\u5b66\u751f\u30fb\u56de\u306b\u5272\u308a\u5f53\u3066\u308b\u5f62\u3092\u3001\u6700\u521d\u304b\u3089\u6301\u305f\u305b\u307e\u3059\u3002**\u5272\u308a\u5f53\u3066\u305f\u56de\u306e\u8acb\u6c42\u984d\u306e\u5408\u8a08\u3068\u5165\u91d1\u984d\u306e\u5dee\u306f\u3001Apps Script \u304c\u3082\u3046\u4e00\u5ea6\u8a08\u7b97\u3057\u3066\u3001`reason` \u3068\u77db\u76fe\u3057\u306a\u3044\u304b\u3092\u898b\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001Apps Script \u306e\u691c\u67fb\u3092\u901a\u3057\u3084\u3059\u3044\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u306e\u30b9\u30ad\u30fc\u30de\u3067\u6570\u5024\u306e\u5236\u7d04\uff08`minimum`\u30fb`maximum` \u306a\u3069\uff09\u306f\u4f7f\u3048\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5b66\u751f\u756a\u53f7\u304c\u5019\u88dc\u306e\u4e2d\u306b\u3042\u308b\u304b\u3001\u56de\u306e\u756a\u53f7\u304c\u672a\u5165\u91d1\u306e\u56de\u304b**\u306f\u3001\u30b9\u30ad\u30fc\u30de\u3067\u306f\u306a\u304f Apps Script \u3067\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`promised_date_text` \u3092\u6587\u5b57\u5217\u306e\u307e\u307e\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u65e5\u4ed8\u3068\u3057\u3066\u6b63\u898f\u5316\u3055\u305b\u308b\u3068\u3001\u300c\u6708\u672b\u300d\u300c\u6765\u9031\u4e2d\u300d\u304cAI\u306e\u89e3\u91c8\u3067\u65e5\u4ed8\u306b\u5909\u308f\u308a\u307e\u3059\u3002**\u539f\u6587\u306e\u66f8\u304d\u65b9\u306e\u307e\u307e\u7d4c\u7406\u306e\u62c5\u5f53\u306b\u898b\u305b\u307e\u3059\u3002**\n\n\u66f8\u304d\u51fa\u3059\u30b7\u30fc\u30c8\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u30b7\u30fc\u30c8 | \u5217 |\n|:--|:--|\n| \u7167\u5408\u306e\u78ba\u8a8d | \u5165\u91d1\u65e5\u3001\u91d1\u984d\u3001\u540d\u7fa9\u3001\u7167\u5408\u306e\u65b9\u6cd5\uff08\u898f\u5247\uff0fAI\uff09\u3001\u5b66\u751f\u756a\u53f7\u3001\u56de\u3001\u5dee\u984d\u3001\u7406\u7531\u3001\u6839\u62e0\u3001\u78ba\u8a8d\u306e\u5370 |\n| \u7763\u4fc3\u306e\u5019\u88dc | \u5b66\u751f\u756a\u53f7\u3001\u5b66\u79d1\u3001\u56de\u3001\u671f\u65e5\u3001\u672a\u5165\u91d1\u984d\u3001\u4fdd\u7559\u306e\u7406\u7531\u3001\u5165\u91d1\u4e88\u5b9a\u306e\u8a18\u8f09\u3001\u7d04\u675f\u306e\u65e5\u3092\u904e\u304e\u305f\u304b\u3001\u62c5\u4efb |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Google \u30c9\u30e9\u30a4\u30d6\u306e\u30d5\u30a9\u30eb\u30c0 | DriveApp | \u660e\u7d30\u306eCSV\u3092\u8aad\u3080 |\n| \u5b66\u8cbb\u53f0\u5e33\u30fb\u5b66\u751f\u540d\u7c3f | SpreadsheetApp | \u8acb\u6c42\u30fb\u5c4a\u3051\u30fb\u5099\u8003\u3092\u8aad\u3080\u3002**\u5165\u91d1\u306f\u4eba\u304c\u78ba\u304b\u3081\u305f\u5f8c\u306b\u4ed8\u3051\u308b** |\n| Claude API | UrlFetchApp\uff08POST\uff09 | \u5224\u5b9a\u306e\u547c\u3073\u51fa\u3057 |\n| \u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8 | SpreadsheetApp | \u7167\u5408\u306e\u78ba\u8a8d\u3068\u7763\u4fc3\u306e\u5019\u88dc\u3092\u66f8\u304f |\n| \u7d4c\u7406\u306e\u62c5\u5f53 | \u30e1\u30fc\u30eb | \u5b9f\u884c\u306e\u7d42\u4e86\u3068\u4ef6\u6570\u3092\u77e5\u3089\u305b\u308b |\n\n**Claude API \u306e\u547c\u3073\u51fa\u3057\u306f\u3001UrlFetchApp \u306e `fetch` \u3067\u884c\u3044\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`method` \u306b `post`\u3001`payload` \u306b\u672c\u6587\u3001`headers` \u306b\u4efb\u610f\u306e\u30d8\u30c3\u30c0\u30fc\u3092\u6e21\u305b\u3001**`muteHttpExceptions` \u3092\u771f\u306b\u3059\u308b\u3068\u3001\u5931\u6557\u306e\u5fdc\u7b54\u3067\u3082\u4f8b\u5916\u3092\u6295\u3052\u305a\u306b\u5fdc\u7b54\u3092\u8fd4\u3059**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5fdc\u7b54\u306e\u30b3\u30fc\u30c9\u3092\u898b\u3066\u3001\u3084\u308a\u76f4\u3059\u304b\u4eba\u306b\u56de\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002\n\n**API \u30ad\u30fc\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u306b\u7f6e\u304d\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u3059\u3079\u3066\u306e\u5229\u7528\u8005\u3067\u5171\u6709\u3055\u308c\u308b\u30ad\u30fc\u3068\u5024\u306e\u4fdd\u5b58\u5148\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30b3\u30fc\u30c9\u306e\u4e2d\u306b\u66f8\u304b\u306a\u3044\u3053\u3068**\u3068\u3001**\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u7de8\u96c6\u3067\u304d\u308b\u4eba\u3092\u7d4c\u7406\u306e\u62c5\u5f53\u306b\u9650\u308b**\u3053\u3068\u3092\u5408\u308f\u305b\u3066\u5b88\u308a\u307e\u3059\u3002\n\n**\u5b66\u8cbb\u53f0\u5e33\u3078\u306e\u5165\u91d1\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u78ba\u8a8d\u306e\u5370\u304c\u4ed8\u3044\u305f\u884c\u3060\u3051\u306b\u3057\u307e\u3059\u3002** \u7d4c\u7406\u306e\u62c5\u5f53\u304c\u300c\u7167\u5408\u306e\u78ba\u8a8d\u300d\u3067\u5370\u3092\u4ed8\u3051\u305f\u884c\u3092\u3001\u5225\u306e\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u53f0\u5e33\u306b\u53cd\u6620\u3057\u307e\u3059\u3002**AI\u306e\u5224\u5b9a\u304c\u305d\u306e\u307e\u307e\u53f0\u5e33\u306b\u5165\u308b\u7d4c\u8def\u3092\u4f5c\u308a\u307e\u305b\u3093\u3002**\n\n**\u5b9f\u884c\u6642\u9593\u306b\u6c17\u3092\u3064\u3051\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5b9f\u884c\u306f**1\u56de6\u5206\u307e\u3067**\u3067\u3059\u3002\u4ed8\u304b\u306a\u3044\u5165\u91d1\u304c\u591a\u3044\u6708\u306f\u30011\u56de\u306e\u5b9f\u884c\u3067\u5224\u5b9a\u3059\u308b\u4ef6\u6570\u3092\u533a\u5207\u308a\u3001**\u6b8b\u308a\u306f\u7d9a\u304d\u3068\u3057\u3066\u6b21\u306e\u5b9f\u884c\u306b\u56de\u3057\u307e\u3059\u3002** \u51e6\u7406\u6e08\u307f\u306e\u5165\u91d1\u306f\u5370\u3092\u4ed8\u3051\u3066\u304a\u304d\u307e\u3059\u3002","human_review":"**\u7d4c\u7406\u306e\u62c5\u5f53\u304c\u898b\u308b\u306e\u306f\u3001AI\u304c\u5224\u5b9a\u3057\u305f\u5165\u91d1\u3068\u3001\u7763\u4fc3\u306e\u5019\u88dc\u3067\u3059\u3002** \u898f\u5247\u3067\u4ed8\u3044\u305f\u5165\u91d1\u306f\u3001\u4ef6\u6570\u3068\u5408\u8a08\u984d\u3092\u898b\u3066\u6d41\u3057\u307e\u3059\u3002\n\n1. **`unmatched` \u3092\u5148\u306b\u898b\u308b** \u2026 \u540d\u7c3f\u3092\u5f15\u3044\u3066\u3082\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u632f\u8fbc\u4eba\u306b\u554f\u3044\u5408\u308f\u305b\u307e\u3059\u3002**\u5206\u304b\u3063\u305f\u3089\u3001\u305d\u306e\u540d\u7fa9\u3092\u5c4a\u3051\u306e\u5217\u306b\u8db3\u3057\u307e\u3059**\n2. **AI\u304c `matched` \u306b\u3057\u305f\u5165\u91d1\u3092\u78ba\u304b\u3081\u308b** \u2026 \u6839\u62e0\u3068\u5dee\u984d\u3092\u898b\u3066\u3001\u5b66\u751f\u3068\u56de\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u307e\u3068\u3081\u6255\u3044\u3068\u5144\u5f1f\u306e\u5408\u7b97\u306f\u3001\u53f0\u5e33\u306e\u4ed8\u3051\u65b9\u3092\u7279\u306b\u78ba\u304b\u3081\u307e\u3059**\n3. **\u7763\u4fc3\u306e\u5019\u88dc\u3092\u62c5\u4efb\u3068\u78ba\u304b\u3081\u308b** \u2026 \u4fdd\u7559\u306e\u7406\u7531\u304c\u4ed8\u3044\u305f\u5b66\u751f\u306f\u3001\u62c5\u4efb\u306b\u72b6\u6cc1\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u7d04\u675f\u306e\u65e5\u3092\u904e\u304e\u3066\u3044\u308b\u5b66\u751f\u306f\u3001\u4fdd\u7559\u3067\u306f\u306a\u304f\u9023\u7d61\u306e\u5bfe\u8c61\u3067\u3059**\n4. **\u53f0\u5e33\u306b\u53cd\u6620\u3059\u308b** \u2026 \u78ba\u304b\u3081\u305f\u884c\u306b\u5370\u3092\u4ed8\u3051\u3001\u53cd\u6620\u306e\u30e1\u30cb\u30e5\u30fc\u3092\u5b9f\u884c\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** AI\u306e\u5224\u5b9a\u304c\u8aa4\u3063\u3066\u3044\u308b\u3068\u3001**\u5225\u306e\u5b66\u751f\u304c\u672a\u7d0d\u306e\u307e\u307e\u7763\u4fc3\u3055\u308c\u307e\u3059\u3002** \u6839\u62e0\u306e\u5217\u3067\u540d\u7fa9\u3068\u91d1\u984d\u306e\u3069\u3053\u304c\u4e00\u81f4\u3057\u305f\u304b\u3092\u8aad\u3081\u3070\u30011\u4ef6\u3042\u305f\u308a1\u5206\u524d\u5f8c\u3067\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u3001600\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef61\u5206\u3067\u3059\u3002** AI\u306b\u56de\u308b\u5165\u91d1\u304c1\u301c2\u5272\u3001\u7763\u4fc3\u306e\u5019\u88dc\u304c\u6708\u306b\u6570\u5341\u4ef6\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3088\u308a\u591a\u3044\u6708\u306f\u3001\u5c4a\u3051\u306e\u540d\u7fa9\u306e\u5217\u304c\u80b2\u3063\u3066\u3044\u306a\u3044\u304b\u3001\u5206\u7d0d\u306e\u671f\u65e5\u304c\u53f0\u5e33\u306b\u5165\u3063\u3066\u3044\u307e\u305b\u3093\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| CSV \u304c\u30d5\u30a9\u30eb\u30c0\u306b\u7121\u3044 | \u4f55\u3082\u305b\u305a\u306b\u62c5\u5f53\u8005\u3078\u77e5\u3089\u305b\u308b |\n| \u540d\u7fa9\u306e\u30ab\u30ca\u304c\u6587\u5b57\u5316\u3051\u3059\u308b | \u6587\u5b57\u30b3\u30fc\u30c9\u306e\u6307\u5b9a\u3092\u78ba\u304b\u3081\u3066\u8aad\u307f\u76f4\u3059 |\n| \u5b66\u8cbb\u3067\u306a\u3044\u5165\u91d1\u304c\u6df7\u3056\u308b | \u6458\u8981\u3068\u540d\u7fa9\u3067\u5148\u306b\u5206\u3051\u308b\u3002\u5206\u304b\u3089\u306a\u3044\u3082\u306e\u306f `unmatched` |\n| AI\u304c\u5019\u88dc\u306e\u5916\u306e\u5b66\u751f\u3092\u8fd4\u3057\u305f | \u691c\u67fb\u3067\u5f3e\u304d\u3001`unmatched` \u3068\u3057\u3066\u4eba\u3078 |\n| \u5272\u308a\u5f53\u3066\u306e\u5408\u8a08\u3068\u5165\u91d1\u984d\u306e\u5dee\u304c\u7406\u7531\u3068\u5408\u308f\u306a\u3044 | \u691c\u67fb\u3067\u5f3e\u304d\u3001\u4eba\u3078 |\n| \u8fd4\u91d1\u30fb\u4e8c\u91cd\u5165\u91d1\u306e\u7591\u3044 | \u5272\u308a\u5f53\u3066\u305f\u5f8c\u306b\u5165\u91d1\u984d\u304c\u8acb\u6c42\u3092\u8d85\u3048\u308b\u56de\u306f\u3001`partial` \u3067\u306f\u306a\u304f\u904e\u5165\u91d1\u3068\u3057\u3066\u4eba\u3078 |\n| \u5fdc\u7b54\u304c\u5931\u6557\u306e\u30b3\u30fc\u30c9\u3067\u8fd4\u308b | 1\u56de\u3060\u3051\u3084\u308a\u76f4\u3057\u3001\u3060\u3081\u306a\u3089\u4eba\u3078 |\n| 1\u56de\u306e\u5b9f\u884c\u304c6\u5206\u306b\u8fd1\u3065\u304f | \u533a\u5207\u3063\u3066\u7d9a\u304d\u3092\u6b21\u306e\u5b9f\u884c\u306b\u56de\u3059 |\n| 2\u3064\u306e\u5b9f\u884c\u304c\u91cd\u306a\u308b | \u30b9\u30af\u30ea\u30d7\u30c8\u30ed\u30c3\u30af\u3067\u5f8c\u304b\u3089\u6765\u305f\u5b9f\u884c\u3092\u6b62\u3081\u308b |\n\n**\u4e0a\u304b\u30894\u884c\u76ee\u30685\u884c\u76ee\u304c\u3001AI\u306e\u5224\u5b9a\u306e\u8aa4\u308a\u3092\u6b62\u3081\u308b\u5834\u6240\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u898f\u5247\u3067\u691c\u67fb\u3067\u304d\u3001**AI\u306e\u5224\u5b9a\u3092\u4fe1\u3058\u308b\u304b\u3069\u3046\u304b\u3092\u3001\u4eba\u306e\u52d8\u3067\u306f\u306a\u304f\u691c\u67fb\u306b\u4efb\u305b\u3089\u308c\u307e\u3059\u3002**","log_storage":"- \u8aad\u307f\u8fbc\u3093\u3060\u660e\u7d30\u306eCSV\u3068\u3001\u8aad\u307f\u8fbc\u3093\u3060\u65e5\u6642\n- \u5165\u91d1\u3054\u3068\u306e\u7167\u5408\u306e\u65b9\u6cd5\uff08\u898f\u5247\uff0fAI\uff09\u3068\u3001AI\u306b\u6e21\u3057\u305f\u5019\u88dc\u3001AI\u306e\u5fdc\u7b54\u306e\u5168\u6587\n- \u691c\u67fb\u3067\u5f3e\u3044\u305f\u5224\u5b9a\u3068\u3001\u5f3e\u3044\u305f\u7406\u7531\n- \u7d4c\u7406\u306e\u62c5\u5f53\u304c\u78ba\u304b\u3081\u305f\u7d50\u679c\u3068\u3001\u5224\u5b9a\u3092\u76f4\u3057\u305f\u8a18\u9332\uff08\u76f4\u3059\u524d\u3068\u5f8c\uff09\n- \u7763\u4fc3\u306e\u5019\u88dc\u3068\u3001\u4fdd\u7559\u306e\u7406\u7531\u3001\u62c5\u4efb\u306b\u78ba\u304b\u3081\u305f\u7d50\u679c\u3001\u5b9f\u969b\u306b\u9023\u7d61\u3057\u305f\u304b\u3069\u3046\u304b\n- \u5c4a\u3051\u306e\u5217\u306b\u8db3\u3057\u305f\u540d\u7fa9\u3068\u3001\u8db3\u3057\u305f\u65e5\n\n**4\u3064\u76ee\u3092\u6b8b\u3059\u306e\u306f\u3001\u5b66\u8cbb\u306e\u8a18\u9332\u3092\u5f8c\u304b\u3089\u8aac\u660e\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u5b66\u751f\u3084\u4fdd\u8b77\u8005\u304b\u3089\u300c\u6255\u3063\u305f\u306f\u305a\u3060\u300d\u3068\u8a00\u308f\u308c\u305f\u3068\u304d\u306b\u3001**\u3069\u306e\u5165\u91d1\u3092\u3069\u306e\u56de\u306b\u4ed8\u3051\u305f\u304b\u3001\u8ab0\u304c\u78ba\u304b\u3081\u305f\u304b**\u3092\u793a\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n**5\u3064\u76ee\u306f\u3001\u7763\u4fc3\u306e\u904b\u7528\u3092\u898b\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u4fdd\u7559\u3057\u305f\u5b66\u751f\u306e\u3046\u3061\u3001\u7d04\u675f\u306e\u65e5\u3092\u904e\u304e\u3066\u3082\u5165\u91d1\u306e\u7121\u3044\u5b66\u751f\u304c\u591a\u3051\u308c\u3070\u3001**\u4fdd\u7559\u306e\u6271\u3044\u3092\u898f\u7a0b\u3067\u6c7a\u3081\u76f4\u3059\u6642\u671f\u3067\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":2,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":600,"assumption_workdays":20,"volume_month":600,"before_minutes_per_case":4,"after_minutes_per_case":1,"hourly_cost":3000,"before_hours_month":40,"after_hours_month":10,"saved_hours_month":30,"reduction_rate":75,"saved_hours_year":360,"annual_cost_effect":1080000,"summary":"\u9280\u884c\u306e\u5165\u51fa\u91d1\u660e\u7d30\u306e\u632f\u8fbc\u3092\u3001\u5b66\u8cbb\u53f0\u5e33\u306e\u5206\u7d0d\u306e\u8acb\u6c42\u3068\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002\u540d\u7fa9\u3084\u91d1\u984d\u3067\u4ed8\u304b\u306a\u3044\u5165\u91d1\u306f\u3069\u306e\u5b66\u751f\u306e\u3069\u306e\u56de\u304b\u306e\u5019\u88dc\u3092\u51fa\u3057\u3001\u672a\u7d0d\u306e\u5b66\u751f\u3068\u7763\u4fc3\u3092\u4fdd\u7559\u3059\u3079\u304d\u5b66\u751f\u3092\u5206\u3051\u305f\u4e00\u89a7\u3092\u6bce\u6708\u4f5c\u308a\u307e\u3059\u3002","before_flow":"1. \u7d4c\u7406\u306e\u62c5\u5f53\u304c\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u304b\u3089\u5148\u6708\u5206\u306e\u5165\u51fa\u91d1\u660e\u7d30\u3092CSV\u3067\u66f8\u304d\u51fa\u3059\n2. \u660e\u7d30\u30921\u884c\u305a\u3064\u898b\u3066\u3001\u632f\u8fbc\u4eba\u306e\u540d\u7fa9\u304b\u3089\u5b66\u751f\u3092\u63a2\u3059\n3. \u5b66\u8cbb\u53f0\u5e33\u3067\u305d\u306e\u5b66\u751f\u306e\u5206\u7d0d\u306e\u8acb\u6c42\u3092\u958b\u304d\u3001\u3069\u306e\u56de\u306e\u5165\u91d1\u304b\u3092\u6c7a\u3081\u308b\n4. \u91d1\u984d\u304c\u5408\u3048\u3070\u3001\u53f0\u5e33\u306b\u5165\u91d1\u65e5\u3068\u91d1\u984d\u3092\u4ed8\u3051\u308b\n5. \u91d1\u984d\u304c\u5408\u308f\u306a\u3051\u308c\u3070\u30012\u56de\u5206\u304b\u3001\u624b\u6570\u6599\u306e\u5dee\u5f15\u304b\u3001\u5225\u306e\u5b66\u751f\u306e\u5206\u304c\u6df7\u3056\u3063\u3066\u3044\u308b\u304b\u3092\u8003\u3048\u3001\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u5b66\u751f\u304b\u4fdd\u8b77\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u308b\n6. \u6708\u672b\u306b\u3001\u671f\u65e5\u3092\u904e\u304e\u3066\u5165\u91d1\u306e\u7121\u3044\u5b66\u751f\u3092\u53f0\u5e33\u304b\u3089\u62fe\u3044\u3001\u7763\u4fc3\u306e\u4e00\u89a7\u3092\u4f5c\u308b\n7. \u7763\u4fc3\u306e\u4e00\u89a7\u3092\u5b66\u79d1\u306e\u62c5\u4efb\u306b\u56de\u3057\u3001\u5099\u8003\u3092\u898b\u3066\u5916\u3059\u3079\u304d\u5b66\u751f\u3092\u5916\u3057\u3066\u304b\u3089\u9023\u7d61\u3059\u308b\n\n**\uff08a\uff09\u540d\u7fa9\u304b\u3089\u5b66\u751f\u3092\u63a2\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** \u4fdd\u8b77\u8005\u306e\u540d\u7fa9\u306f\u30ab\u30ca\u3067\u3001\u59d3\u304c\u5b66\u751f\u3068\u9055\u3046\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\u300c\u30e4\u30de\u30c0 \u30cf\u30ca\u30b3\u300d\u304c\u8ab0\u306e\u4fdd\u8b77\u8005\u306a\u306e\u304b\u3092\u3001\u540d\u7c3f\u3068\u53f0\u5e33\u3092\u884c\u304d\u6765\u3057\u3066\u63a2\u3057\u307e\u3059\u3002**\n\n**\uff08b\uff09\u91d1\u984d\u304c\u5408\u308f\u306a\u3044\u7406\u7531\u304c\u5206\u304b\u3089\u306a\u3044\u3002** \u632f\u8fbc\u624b\u6570\u6599\u3092\u5dee\u3057\u5f15\u3044\u3066\u632f\u308a\u8fbc\u307e\u308c\u305f\u30012\u56de\u5206\u3092\u307e\u3068\u3081\u3066\u632f\u308a\u8fbc\u307e\u308c\u305f\u3001\u5144\u5f1f\u306e2\u4eba\u5206\u304c\u307e\u3068\u3081\u3066\u632f\u308a\u8fbc\u307e\u308c\u305f\u3002**\u7406\u7531\u306b\u3088\u3063\u3066\u53f0\u5e33\u306e\u4ed8\u3051\u65b9\u304c\u9055\u3046**\u305f\u3081\u3001\u6c7a\u3081\u308b\u307e\u3067\u6b21\u306b\u9032\u3081\u307e\u305b\u3093\u3002\n\n**\uff08c\uff09\u7763\u4fc3\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u5b66\u751f\u306b\u9023\u7d61\u304c\u884c\u304f\u3002** \u5ef6\u7d0d\u306e\u76f8\u8ac7\u306f\u62c5\u4efb\u304c\u53d7\u3051\u3066\u3044\u3066\u3001\u53f0\u5e33\u306e\u5099\u8003\u306b\u66f8\u304b\u308c\u307e\u3059\u304c\u3001**\u7763\u4fc3\u306e\u4e00\u89a7\u3092\u4f5c\u308b\u3068\u304d\u306b\u5099\u8003\u307e\u3067\u8aad\u307f\u5207\u308c\u307e\u305b\u3093\u3002** \u76f8\u8ac7\u6e08\u307f\u306e\u5b66\u751f\u306b\u7763\u4fc3\u304c\u884c\u304f\u3068\u3001\u5b66\u751f\u3068\u4fdd\u8b77\u8005\u306e\u4fe1\u983c\u3092\u640d\u306d\u307e\u3059\u3002\n\n**\uff08d\uff09\u62c5\u5f53\u8005\u306b\u3088\u3063\u3066\u4ed8\u3051\u65b9\u304c\u9055\u3046\u3002** 2\u56de\u5206\u306e\u307e\u3068\u3081\u6255\u3044\u3092\u30011\u56de\u76ee\u306b\u5168\u984d\u3092\u4ed8\u3051\u308b\u62c5\u5f53\u8005\u3068\u30012\u56de\u306b\u5206\u3051\u3066\u4ed8\u3051\u308b\u62c5\u5f53\u8005\u304c\u3044\u307e\u3059\u3002**\u53f0\u5e33\u306e\u898b\u3048\u65b9\u304c\u5909\u308f\u308a\u3001\u672a\u7d0d\u306e\u62fe\u3044\u65b9\u307e\u3067\u5909\u308f\u308a\u307e\u3059\u3002**\n\n**\uff08e\uff09\u672a\u7d0d\u306b\u6c17\u3065\u304f\u306e\u304c\u9045\u308c\u308b\u3002** \u7167\u5408\u304c\u7d42\u308f\u3089\u306a\u3044\u3046\u3061\u306b\u6708\u672b\u306b\u306a\u308b\u3068\u3001**\u4ed8\u3051\u3089\u308c\u306a\u304b\u3063\u305f\u5165\u91d1\u3068\u672a\u7d0d\u306e\u533a\u5225\u304c\u3064\u304b\u306a\u3044\u307e\u307e**\u7763\u4fc3\u306e\u4e00\u89a7\u3092\u4f5c\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002","before_flow_steps":["\u7d4c\u7406\u306e\u62c5\u5f53\u304c\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u304b\u3089\u5148\u6708\u5206\u306e\u5165\u51fa\u91d1\u660e\u7d30\u3092CSV\u3067\u66f8\u304d\u51fa\u3059","\u660e\u7d30\u30921\u884c\u305a\u3064\u898b\u3066\u3001\u632f\u8fbc\u4eba\u306e\u540d\u7fa9\u304b\u3089\u5b66\u751f\u3092\u63a2\u3059","\u5b66\u8cbb\u53f0\u5e33\u3067\u305d\u306e\u5b66\u751f\u306e\u5206\u7d0d\u306e\u8acb\u6c42\u3092\u958b\u304d\u3001\u3069\u306e\u56de\u306e\u5165\u91d1\u304b\u3092\u6c7a\u3081\u308b","\u91d1\u984d\u304c\u5408\u3048\u3070\u3001\u53f0\u5e33\u306b\u5165\u91d1\u65e5\u3068\u91d1\u984d\u3092\u4ed8\u3051\u308b","\u91d1\u984d\u304c\u5408\u308f\u306a\u3051\u308c\u3070\u30012\u56de\u5206\u304b\u3001\u624b\u6570\u6599\u306e\u5dee\u5f15\u304b\u3001\u5225\u306e\u5b66\u751f\u306e\u5206\u304c\u6df7\u3056\u3063\u3066\u3044\u308b\u304b\u3092\u8003\u3048\u3001\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u5b66\u751f\u304b\u4fdd\u8b77\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u308b","\u6708\u672b\u306b\u3001\u671f\u65e5\u3092\u904e\u304e\u3066\u5165\u91d1\u306e\u7121\u3044\u5b66\u751f\u3092\u53f0\u5e33\u304b\u3089\u62fe\u3044\u3001\u7763\u4fc3\u306e\u4e00\u89a7\u3092\u4f5c\u308b","\u7763\u4fc3\u306e\u4e00\u89a7\u3092\u5b66\u79d1\u306e\u62c5\u4efb\u306b\u56de\u3057\u3001\u5099\u8003\u3092\u898b\u3066\u5916\u3059\u3079\u304d\u5b66\u751f\u3092\u5916\u3057\u3066\u304b\u3089\u9023\u7d61\u3059\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u7d4c\u7406\u306e\u62c5\u5f53\u304c\u3001\u6708\u521d\u306b\u5148\u6708\u5206\u306e\u5165\u51fa\u91d1\u660e\u7d30\u306eCSV\u3092\u6c7a\u307e\u3063\u305f\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304f\n2. **\u3010\u81ea\u52d5\u3011** Google Apps Script \u304c\u3001CSV\u3092\u8aad\u307f\u8fbc\u3093\u3067\u5165\u91d1\u306e\u884c\u3060\u3051\u3092\u53d6\u308a\u51fa\u3059\n3. **\u3010\u81ea\u52d5\u3011** \u632f\u8fbc\u4eba\u306e\u540d\u7fa9\u304c\u53f0\u5e33\u306e\u5c4a\u3051\u306e\u540d\u7fa9\u3068\u4e00\u81f4\u3057\u3001\u91d1\u984d\u304c\u305d\u306e\u56de\u306e\u8acb\u6c42\u3068\u4e00\u81f4\u3059\u308b\u3082\u306e\u3092\u3001\u898f\u5247\u3067\u4ed8\u3051\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u4ed8\u304b\u306a\u304b\u3063\u305f\u5165\u91d1\u306b\u3064\u3044\u3066\u3001\u540d\u7fa9\u306e\u8fd1\u3044\u5b66\u751f\u3068\u3001\u305d\u306e\u5b66\u751f\u306e\u672a\u5165\u91d1\u306e\u56de\u3092\u5019\u88dc\u3068\u3057\u3066\u96c6\u3081\u308b\n5. **\u3010\u81ea\u52d5\u3011** Claude API \u304c\u3001\u5019\u88dc\u306e\u4e2d\u304b\u3089\u5f53\u3066\u306f\u307e\u308b\u5b66\u751f\u3068\u56de\u3001\u904e\u4e0d\u8db3\u306e\u7406\u7531\u3092\u5224\u5b9a\u3059\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u671f\u65e5\u3092\u904e\u304e\u3066\u5165\u91d1\u306e\u7121\u3044\u56de\u3092\u62fe\u3044\u3001Claude API \u304c\u53f0\u5e33\u306e\u5099\u8003\u3092\u8aad\u3093\u3067\u7763\u4fc3\u306e\u4fdd\u7559\u306e\u5019\u88dc\u3092\u898b\u5206\u3051\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u300c\u7167\u5408\u306e\u78ba\u8a8d\u300d\u3068\u300c\u7763\u4fc3\u306e\u5019\u88dc\u300d\u306e2\u3064\u306e\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u51fa\u3059\n8. **\u3010\u4eba\u3011** \u7d4c\u7406\u306e\u62c5\u5f53\u304c\u3001AI\u306e\u5224\u5b9a\u304c\u4ed8\u3044\u305f\u5165\u91d1\u3068\u3001\u7763\u4fc3\u306e\u4fdd\u7559\u306e\u5019\u88dc\u3092\u78ba\u304b\u3081\u308b\n9. **\u3010\u4eba\u3011** \u78ba\u304b\u3081\u305f\u3082\u306e\u3092\u5b66\u8cbb\u53f0\u5e33\u306b\u53cd\u6620\u3057\u3001\u7763\u4fc3\u306e\u4e00\u89a7\u3092\u62c5\u4efb\u306b\u56de\u3059\n\n**3\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u571f\u53f0\u3067\u3059\u3002** \u898f\u5247\u3067\u4ed8\u3051\u3089\u308c\u308b\u5165\u91d1\u3092\u5148\u306b\u4ed8\u3051\u3066\u3057\u307e\u3048\u3070\u3001**AI\u3068\u4eba\u304c\u898b\u308b\u306e\u306f\u6b8b\u308a\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002** \u898f\u5247\u3067\u4ed8\u3044\u305f\u5165\u91d1\u3082\u300c\u7167\u5408\u306e\u78ba\u8a8d\u300d\u306e\u30b7\u30fc\u30c8\u306b\u51fa\u307e\u3059\u304c\u3001\u4ef6\u6570\u3092\u898b\u3066\u6d41\u3057\u307e\u3059\u3002\n\n**8\u756a\u76ee\u3067\u3001AI\u304c\u4ed8\u3051\u305f\u5165\u91d1\u3092\u4eba\u304c\u78ba\u304b\u3081\u308b\u306e\u306f\u3001\u304a\u91d1\u306e\u8a18\u9332\u3060\u304b\u3089\u3067\u3059\u3002** \u5225\u306e\u5b66\u751f\u306b\u4ed8\u3051\u3066\u3057\u307e\u3046\u3068\u3001**\u4e00\u65b9\u306f\u672a\u7d0d\u306e\u307e\u307e\u7763\u4fc3\u3055\u308c\u3001\u3082\u3046\u4e00\u65b9\u306f\u4e8c\u91cd\u306b\u5165\u91d1\u3057\u305f\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u3002** AI\u306e\u5224\u5b9a\u306f\u5019\u88dc\u3068\u3057\u3066\u51fa\u3057\u3001\u53f0\u5e33\u306b\u4ed8\u3051\u308b\u306e\u306f\u4eba\u304c\u78ba\u304b\u3081\u3066\u304b\u3089\u306b\u3057\u307e\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u7d4c\u7406\u306e\u62c5\u5f53\u304c\u3001\u6708\u521d\u306b\u5148\u6708\u5206\u306e\u5165\u51fa\u91d1\u660e\u7d30\u306eCSV\u3092\u6c7a\u307e\u3063\u305f\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304f","**\u3010\u81ea\u52d5\u3011** Google Apps Script \u304c\u3001CSV\u3092\u8aad\u307f\u8fbc\u3093\u3067\u5165\u91d1\u306e\u884c\u3060\u3051\u3092\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u632f\u8fbc\u4eba\u306e\u540d\u7fa9\u304c\u53f0\u5e33\u306e\u5c4a\u3051\u306e\u540d\u7fa9\u3068\u4e00\u81f4\u3057\u3001\u91d1\u984d\u304c\u305d\u306e\u56de\u306e\u8acb\u6c42\u3068\u4e00\u81f4\u3059\u308b\u3082\u306e\u3092\u3001\u898f\u5247\u3067\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u4ed8\u304b\u306a\u304b\u3063\u305f\u5165\u91d1\u306b\u3064\u3044\u3066\u3001\u540d\u7fa9\u306e\u8fd1\u3044\u5b66\u751f\u3068\u3001\u305d\u306e\u5b66\u751f\u306e\u672a\u5165\u91d1\u306e\u56de\u3092\u5019\u88dc\u3068\u3057\u3066\u96c6\u3081\u308b","**\u3010\u81ea\u52d5\u3011** Claude API \u304c\u3001\u5019\u88dc\u306e\u4e2d\u304b\u3089\u5f53\u3066\u306f\u307e\u308b\u5b66\u751f\u3068\u56de\u3001\u904e\u4e0d\u8db3\u306e\u7406\u7531\u3092\u5224\u5b9a\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u671f\u65e5\u3092\u904e\u304e\u3066\u5165\u91d1\u306e\u7121\u3044\u56de\u3092\u62fe\u3044\u3001Claude API \u304c\u53f0\u5e33\u306e\u5099\u8003\u3092\u8aad\u3093\u3067\u7763\u4fc3\u306e\u4fdd\u7559\u306e\u5019\u88dc\u3092\u898b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u300c\u7167\u5408\u306e\u78ba\u8a8d\u300d\u3068\u300c\u7763\u4fc3\u306e\u5019\u88dc\u300d\u306e2\u3064\u306e\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u51fa\u3059","**\u3010\u4eba\u3011** \u7d4c\u7406\u306e\u62c5\u5f53\u304c\u3001AI\u306e\u5224\u5b9a\u304c\u4ed8\u3044\u305f\u5165\u91d1\u3068\u3001\u7763\u4fc3\u306e\u4fdd\u7559\u306e\u5019\u88dc\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u78ba\u304b\u3081\u305f\u3082\u306e\u3092\u5b66\u8cbb\u53f0\u5e33\u306b\u53cd\u6620\u3057\u3001\u7763\u4fc3\u306e\u4e00\u89a7\u3092\u62c5\u4efb\u306b\u56de\u3059"],"architecture":"```\n\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\n   \u2502  \u5148\u6708\u5206\u306e\u5165\u51fa\u91d1\u660e\u7d30\u3092 CSV \u3067\u66f8\u304d\u51fa\u3059\n   \u25bc\n\u6c7a\u307e\u3063\u305f\u30d5\u30a9\u30eb\u30c0\uff08Google \u30c9\u30e9\u30a4\u30d6\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6bce\u67083\u65e5 9\u6642\u53f0\u306e\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\uff08\uff0b\u624b\u52d5\u5b9f\u884c\uff09\nGoogle Apps Script\n   \u251c\u2500 CSV \u306e\u8aad\u307f\u8fbc\u307f\uff08\u6587\u5b57\u30b3\u30fc\u30c9\u3092\u6307\u5b9a\uff09\n   \u251c\u2500 \u898f\u5247\u3067\u306e\u7167\u5408\uff08\u5c4a\u3051\u306e\u540d\u7fa9 \u00d7 \u305d\u306e\u56de\u306e\u8acb\u6c42\u984d\uff09\n   \u251c\u2500 \u4ed8\u304b\u306a\u3044\u5165\u91d1\u306e\u5019\u88dc\u96c6\u3081\uff08\u540d\u7fa9\u306e\u8fd1\u3055\u30fb\u672a\u5165\u91d1\u306e\u56de\uff09\n   \u25bc\nClaude API \u2500\u2500 \u5019\u88dc\u304b\u3089\u306e\u5224\u5b9a\u3001\u904e\u4e0d\u8db3\u306e\u7406\u7531\u3001\u7763\u4fc3\u306e\u4fdd\u7559\u306e\u5019\u88dc\n   \u25bc\nGoogle Apps Script \u2500\u2500 \u5224\u5b9a\u306e\u691c\u67fb\u3001\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u51fa\u3057\n   \u25bc\n\u300c\u7167\u5408\u306e\u78ba\u8a8d\u300d\u30b7\u30fc\u30c8 \uff0f \u300c\u7763\u4fc3\u306e\u5019\u88dc\u300d\u30b7\u30fc\u30c8\n   \u25bc\n\u3010\u7d4c\u7406\u306e\u62c5\u5f53\u304c\u78ba\u304b\u3081\u3066\u5b66\u8cbb\u53f0\u5e33\u3078\u53cd\u6620\u3011\u2192 \u7763\u4fc3\u306e\u4e00\u89a7\u3092\u62c5\u4efb\u3078\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u5b9f\u884c\u74b0\u5883 | Google Apps Script | Python |\n| \u751f\u6210AI | Claude API\uff08\u4ed8\u304b\u306a\u3044\u5165\u91d1\u306e\u5224\u5b9a\u3068\u7763\u4fc3\u306e\u4fdd\u7559\u306e\u898b\u5206\u3051\uff09 | OpenAI API |\n| \u5dee\u7570\u8a08\u7b97 | Google Apps Script\uff08\u8acb\u6c42\u3068\u5165\u91d1\u306e\u5dee\u984d\u306e\u8a08\u7b97\uff09 | Python |\n| \u4fdd\u7ba1 | Google \u30c9\u30e9\u30a4\u30d6\uff08\u660e\u7d30\u306eCSV\u3068\u5b9f\u884c\u306e\u8a18\u9332\uff09 | \u6821\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u65b0\u3057\u304f\u8db3\u3059\u306e\u306f\u30012\u3064\u306e\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\u3068\u3001\u53f0\u5e33\u306e\u5217\u306e\u8ffd\u52a0\u3060\u3051\u3067\u3059\u3002** \u5b66\u8cbb\u53f0\u5e33\u3068\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u306f\u4eca\u3042\u308b\u3082\u306e\u3092\u4f7f\u3044\u307e\u3059\u3002\n\n**Google Apps Script \u3092\u5b9f\u884c\u74b0\u5883\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u5b66\u8cbb\u53f0\u5e33\u304c\u3059\u3067\u306b Google \u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u53f0\u5e33\u3092\u5225\u306e\u4ed5\u7d44\u307f\u306b\u79fb\u3055\u305a\u306b\u3001\u8aad\u307f\u66f8\u304d\u3068\u7167\u5408\u3092\u540c\u3058\u5834\u6240\u3067\u884c\u3048\u307e\u3059\u3002**Claude API \u306f\u3001Apps Script \u306e UrlFetchApp \u304b\u3089\u547c\u3073\u307e\u3059\u3002**\n\n**\u751f\u5f92\u304c18\u6b73\u672a\u6e80\u306e\u9ad8\u7b49\u8ab2\u7a0b\u306f\u3001\u3053\u306e\u69cb\u6210\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\u3002** \u5c02\u9580\u8ab2\u7a0b\u306e\u5b66\u751f\u3060\u3051\u3092\u6271\u3044\u3001\u5b66\u751f\u306e\u540d\u524d\u3068\u632f\u8fbc\u4eba\u306e\u540d\u524d\u3092\u5916\u90e8\u306e API \u306b\u6e21\u3059\u3053\u3068\u3092\u3001**\u5b66\u6821\u306e\u500b\u4eba\u60c5\u5831\u306e\u53d6\u6271\u3044\u306e\u898f\u7a0b\u3068\u7167\u3089\u3057\u3066\u304b\u3089**\u59cb\u3081\u307e\u3059\uff08\u7b2c13\u7ae0\uff09\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**Apps Script \u306e\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\u3067\u3001\u6bce\u67083\u65e5\u306e9\u6642\u53f0\u306b\u52d5\u304b\u3057\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\u306f1\u5206\u3054\u3068\u304b\u3089\u67081\u56de\u307e\u3067\u8a2d\u5b9a\u3067\u304d\u3001**\u6bce\u65e59\u6642\u306e\u3088\u3046\u306b\u6c7a\u3081\u305f\u5834\u5408\u3001\u5b9f\u969b\u306e\u6642\u523b\u306f9\u6642\u304b\u308910\u6642\u306e\u9593\u3067\u6c7a\u307e\u308a\u3001\u305d\u306e\u5f8c\u306f\u540c\u3058\u6642\u523b\u306b\u52d5\u304f**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u6708\u521d\u306e3\u65e5\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u6708\u672b\u306e\u5165\u91d1\u3092\u53d6\u308a\u8fbc\u3080\u305f\u3081\u3067\u3059\u3002** \u6708\u672b\u304c\u571f\u65e5\u306b\u5f53\u305f\u308b\u3068\u3001\u632f\u8fbc\u306e\u8a18\u5e33\u304c\u7fcc\u6708\u306b\u305a\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u7d4c\u7406\u306e\u62c5\u5f53\u304c\u5148\u6708\u5206\u306eCSV\u3092\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u3044\u305f\u306e\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u52d5\u304f\u3088\u3046\u3001**CSV\u304c\u7121\u3051\u308c\u3070\u4f55\u3082\u305b\u305a\u306b\u62c5\u5f53\u8005\u306b\u77e5\u3089\u305b\u3066\u7d42\u308f\u308b**\u4f5c\u308a\u306b\u3057\u307e\u3059\u3002\n\n**\u624b\u52d5\u3067\u3082\u52d5\u304b\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u671f\u65e5\u306e\u76f4\u5f8c\u306b\u672a\u7d0d\u3092\u65e9\u3081\u306b\u78ba\u304b\u3081\u305f\u3044\u6708\u3084\u3001CSV\u3092\u7f6e\u304d\u76f4\u3057\u305f\u6708\u306f\u3001\u62c5\u5f53\u8005\u304c\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u5b9f\u884c\u3057\u307e\u3059\u3002**\u540c\u6642\u306b2\u3064\u52d5\u304f\u3068\u53f0\u5e33\u306e\u78ba\u8a8d\u7528\u30b7\u30fc\u30c8\u304c\u4e8c\u91cd\u306b\u66f8\u304b\u308c\u308b**\u305f\u3081\u3001LockService \u306e\u30b9\u30af\u30ea\u30d7\u30c8\u30ed\u30c3\u30af\u3067\u3001\u540c\u6642\u306b1\u3064\u3057\u304b\u52d5\u304b\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`getScriptLock()` \u306f**\u3069\u306e\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u3082\u30b3\u30fc\u30c9\u306e\u533a\u9593\u3092\u540c\u6642\u306b\u5b9f\u884c\u3055\u305b\u306a\u3044\u30ed\u30c3\u30af**\u3092\u8fd4\u3059\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5165\u51fa\u91d1\u660e\u7d30 | \u65e5\u4ed8\u3001\u5165\u91d1\u984d\u3001\u632f\u8fbc\u4eba\u306e\u540d\u7fa9\uff08\u30ab\u30ca\uff09\u3001\u6458\u8981 | \u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u306e CSV |\n| \u5b66\u8cbb\u53f0\u5e33 | \u5b66\u751f\u756a\u53f7\u3001\u5b66\u79d1\u3001\u5b66\u5e74\u3001\u5206\u7d0d\u306e\u56de\u3054\u3068\u306e\u671f\u65e5\u3068\u8acb\u6c42\u984d\u3001\u5165\u91d1\u65e5\u3068\u5165\u91d1\u984d | \u5b66\u8cbb\u53f0\u5e33\u306e\u30b7\u30fc\u30c8 |\n| \u632f\u8fbc\u4eba\u306e\u5c4a\u3051 | \u5b66\u751f\u3054\u3068\u306b\u5c4a\u3051\u51fa\u305f\u632f\u8fbc\u4eba\u306e\u540d\u7fa9\uff08\u8907\u6570\u53ef\uff09 | \u5b66\u8cbb\u53f0\u5e33\u306b\u5217\u3092\u8db3\u3059 |\n| \u5b66\u751f\u540d\u7c3f | \u5b66\u751f\u306e\u6c0f\u540d\uff08\u30ab\u30ca\uff09\u3001\u4fdd\u8b77\u8005\u306e\u6c0f\u540d\uff08\u30ab\u30ca\uff09\u3001\u5144\u5f1f\u306e\u5728\u7c4d | \u5b66\u751f\u540d\u7c3f |\n| \u5099\u8003 | \u5ef6\u7d0d\u306e\u76f8\u8ac7\u3001\u5968\u5b66\u91d1\u306e\u632f\u8fbc\u4e88\u5b9a\u3001\u4fdd\u8b77\u8005\u3068\u306e\u9023\u7d61\u306e\u8a18\u9332 | \u5b66\u8cbb\u53f0\u5e33\u306e\u5099\u8003\u306e\u5217 |\n| \u898f\u5247\u306e\u8868 | \u632f\u8fbc\u624b\u6570\u6599\u3068\u3057\u3066\u8a31\u3059\u5dee\u984d\u306e\u7bc4\u56f2\u3001\u307e\u3068\u3081\u6255\u3044\u3068\u3057\u3066\u6271\u3046\u56de\u6570\u306e\u4e0a\u9650 | \u7d4c\u7406\u304c\u6c7a\u3081\u308b\u30b7\u30fc\u30c8 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u632f\u8fbc\u4eba\u306e\u5c4a\u3051\u306e\u5217\u3067\u3059\u3002** 1\u4eba\u306e\u5b66\u751f\u306b\u3001\u672c\u4eba\u30fb\u4fdd\u8b77\u8005\u30fb\u7956\u7236\u6bcd\u306e\u540d\u7fa9\u3092\u8907\u6570\u6301\u305f\u305b\u3066\u304a\u3051\u3070\u3001**\u898f\u5247\u3067\u4ed8\u304f\u5165\u91d1\u304c\u5897\u3048\u3001AI\u306b\u56de\u308b\u5165\u91d1\u304c\u6e1b\u308a\u307e\u3059\u3002** AI\u3067\u540d\u7fa9\u304c\u5224\u660e\u3057\u305f\u5165\u91d1\u306f\u3001\u78ba\u304b\u3081\u305f\u5f8c\u306b\u5c4a\u3051\u306e\u5217\u3078\u8db3\u3057\u3066\u3044\u304d\u307e\u3059\u3002\n\n**\u5099\u8003\u306f\u3001\u65e5\u4ed8\u3068\u66f8\u3044\u305f\u4eba\u3092\u4ed8\u3051\u3066\u66f8\u304f\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\u3002** \u300c9\/25 \u62c5\u4efb\u3007\u3007\uff1a\u4fdd\u8b77\u8005\u3088\u308a10\u670810\u65e5\u5165\u91d1\u4e88\u5b9a\u3068\u9023\u7d61\u300d\u306e\u3088\u3046\u306b\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001**\u7763\u4fc3\u306e\u4fdd\u7559\u306e\u5224\u5b9a\u304c\u305d\u306e\u65e5\u4ed8\u3068\u6bd4\u3079\u3089\u308c\u307e\u3059\u3002** \u65e5\u4ed8\u306e\u7121\u3044\u5099\u8003\u306f\u3001\u3044\u3064\u306e\u8a71\u304b\u5206\u304b\u3089\u306a\u3044\u306e\u3067\u3001\u4fdd\u7559\u306e\u6839\u62e0\u306b\u306a\u308a\u307e\u305b\u3093\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**CSV\u306f\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u8aad\u307f\u3001\u6587\u5b57\u30b3\u30fc\u30c9\u3092\u6307\u5b9a\u3057\u3066\u6587\u5b57\u5217\u306b\u3057\u307e\u3059\u3002** \u9280\u884c\u306e\u660e\u7d30\u306eCSV\u306f Shift_JIS \u3067\u66f8\u304d\u51fa\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u3001\u305d\u306e\u307e\u307e\u8aad\u3080\u3068\u540d\u7fa9\u306e\u30ab\u30ca\u304c\u6587\u5b57\u5316\u3051\u3057\u307e\u3059\u3002\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001Blob \u306e `getDataAsString(charset)` \u306f**\u6307\u5b9a\u3057\u305f\u6587\u5b57\u30b3\u30fc\u30c9\u3067\u4e2d\u8eab\u3092\u6587\u5b57\u5217\u3068\u3057\u3066\u8fd4\u3059**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8aad\u3093\u3060\u6587\u5b57\u5217\u306f `Utilities.parseCsv()` \u30672\u6b21\u5143\u306e\u914d\u5217\u306b\u3057\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u5165\u91d1\u306e\u884c | CSV \u306e\u5165\u51fa\u91d1\u306e\u533a\u5206 | \u7167\u5408\u306e\u5bfe\u8c61 |\n| \u632f\u8fbc\u4eba\u306e\u540d\u7fa9 | CSV \u306e\u540d\u7fa9\u306e\u5217 | \u5c4a\u3051\u306e\u540d\u7fa9\u3068\u306e\u7167\u5408\u3001\u540d\u7fa9\u306e\u8fd1\u3055 |\n| \u672a\u5165\u91d1\u306e\u56de | \u5b66\u8cbb\u53f0\u5e33 | \u5019\u88dc\u306e\u56de |\n| \u540d\u7fa9\u306e\u5019\u88dc | \u632f\u8fbc\u4eba\u306e\u5c4a\u3051\u3001\u5b66\u751f\u540d\u7c3f\u306e\u672c\u4eba\u30fb\u4fdd\u8b77\u8005\u306e\u30ab\u30ca | \u4ed8\u304b\u306a\u3044\u5165\u91d1\u306e\u5019\u88dc\u306e\u5b66\u751f |\n| \u5099\u8003 | \u5b66\u8cbb\u53f0\u5e33 | \u7763\u4fc3\u306e\u4fdd\u7559\u306e\u898b\u5206\u3051 |\n\n**\u4ed8\u304b\u306a\u3044\u5165\u91d1\u306e\u5019\u88dc\u96c6\u3081\u306f\u3001Apps Script \u3067\u884c\u3044\u307e\u3059\u3002** \u632f\u8fbc\u4eba\u306e\u30ab\u30ca\u306e\u59d3\u304c\u4e00\u81f4\u3059\u308b\u5b66\u751f\u3001\u4fdd\u8b77\u8005\u306e\u30ab\u30ca\u304c\u4e00\u81f4\u3059\u308b\u5b66\u751f\u3001**\u5165\u91d1\u984d\u304c\u305d\u306e\u5b66\u751f\u306e\u672a\u5165\u91d1\u306e\u56de\u306e\u8acb\u6c42\u984d\u306e\u5408\u8a08\u3084\u3001\u624b\u6570\u6599\u3092\u5f15\u3044\u305f\u984d\u306b\u8fd1\u3044\u5b66\u751f**\u3092\u3001\u591a\u304f\u30665\u4eba\u307e\u3067\u96c6\u3081\u307e\u3059\u3002**AI\u306b\u53f0\u5e33\u5168\u4f53\u3092\u6e21\u3055\u305a\u3001\u5019\u88dc\u3060\u3051\u3092\u6e21\u3059\u305f\u3081\u306e\u6bb5\u3067\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u30ab\u30ca\u3092\u305d\u308d\u3048\u308b** \u2026 \u534a\u89d2\u30fb\u5168\u89d2\u3001\u5c0f\u3055\u3044\u6587\u5b57\uff08\u30e3\u30fb\u30e5\u30fb\u30e7\uff09\u306e\u8868\u8a18\u3001\u59d3\u3068\u540d\u306e\u9593\u306e\u7a7a\u767d\u3092\u3001\u5c4a\u3051\u306e\u540d\u7fa9\u3068\u660e\u7d30\u3067\u305d\u308d\u3048\u307e\u3059\n2. **\u6cd5\u4eba\u540d\u306a\u3069\u3092\u5916\u3059** \u2026 \u5968\u5b66\u91d1\u306e\u632f\u8fbc\u3084\u3001\u5165\u91d1\u306e\u533a\u5206\u3067\u5b66\u8cbb\u3067\u306a\u3044\u3082\u306e\uff08\u8fd4\u91d1\u306e\u623b\u308a\u306a\u3069\uff09\u3092\u3001\u6458\u8981\u3068\u540d\u7fa9\u3067\u5148\u306b\u5206\u3051\u307e\u3059\n3. **\u898f\u5247\u3067\u4ed8\u3051\u308b** \u2026 \u5c4a\u3051\u306e\u540d\u7fa9\u304c\u4e00\u81f4\u3057\u3001\u91d1\u984d\u304c\u305d\u306e\u56de\u306e\u8acb\u6c42\u984d\u3068\u4e00\u81f4\u3059\u308b\u3082\u306e\u3092\u5148\u306b\u4ed8\u3051\u307e\u3059\n4. **\u5dee\u984d\u3092\u8a08\u7b97\u3059\u308b** \u2026 \u4ed8\u304b\u306a\u3044\u5165\u91d1\u306b\u3064\u3044\u3066\u3001\u5019\u88dc\u306e\u5b66\u751f\u306e\u672a\u5165\u91d1\u306e\u56de\u3054\u3068\u306e\u8acb\u6c42\u984d\u3068\u306e\u5dee\u3092 Apps Script \u3067\u8a08\u7b97\u3057\u307e\u3059\n5. **\u5019\u88dc\u3092\u7d5e\u308b** \u2026 1\u4ef6\u306e\u5165\u91d1\u306b\u3064\u304d\u5019\u88dc\u306f5\u4eba\u307e\u3067\u3001\u5b66\u751f\u3054\u3068\u306e\u672a\u5165\u91d1\u306e\u56de\u307e\u3067\u542b\u3081\u3066\u6e21\u3057\u307e\u3059\n6. **\u7763\u4fc3\u306e\u5bfe\u8c61\u3092\u62fe\u3046** \u2026 \u671f\u65e5\u3092\u904e\u304e\u3066\u5165\u91d1\u306e\u7121\u3044\u56de\u3092\u898f\u5247\u3067\u62fe\u3044\u3001\u5099\u8003\u306e\u4ed8\u3044\u3066\u3044\u308b\u3082\u306e\u3060\u3051\u3092AI\u306b\u56de\u3057\u307e\u3059\n\n**4\u756a\u76ee\u306e\u5dee\u984d\u3092\u3001AI\u306b\u8a08\u7b97\u3055\u305b\u306a\u3044\u306e\u304c\u8981\u3067\u3059\u3002** \u300c\u8acb\u6c42\u984d\u3068\u306e\u5dee\u300d\u306fAI\u306b\u805e\u304f\u3068\u7b54\u3048\u307e\u3059\u304c\u3001**\u6841\u306e\u591a\u3044\u91d1\u984d\u306e\u5f15\u304d\u7b97\u3092AI\u306b\u4efb\u305b\u308b\u7406\u7531\u306f\u3042\u308a\u307e\u305b\u3093\u3002** Apps Script \u3067\u8a08\u7b97\u3057\u305f\u5dee\u984d\u3092\u6e21\u3057\u3001AI\u306b\u306f**\u305d\u306e\u5dee\u984d\u304c\u4f55\u306e\u7406\u7531\u3067\u751f\u307e\u308c\u305f\u304b**\u3060\u3051\u3092\u5224\u5b9a\u3055\u305b\u307e\u3059\u3002\n\n**6\u756a\u76ee\u3067\u3001\u5099\u8003\u306e\u7121\u3044\u672a\u7d0d\u306fAI\u306b\u56de\u3057\u307e\u305b\u3093\u3002** \u5099\u8003\u304c\u7121\u3051\u308c\u3070\u4fdd\u7559\u306e\u7406\u7531\u3082\u7121\u304f\u3001**\u898f\u5247\u306e\u307e\u307e\u7763\u4fc3\u306e\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u4ed8\u304b\u306a\u3044\u5165\u91d1\u3068\u3001\u5099\u8003\u306e\u4ed8\u3044\u305f\u672a\u7d0d\u306b\u3064\u3044\u3066\u3001\u5224\u5b9a\u3092\u3055\u305b\u307e\u3059\u3002**\n\n| \u5224\u5b9a\u3059\u308b\u3053\u3068 | \u4e2d\u8eab | \u6c7a\u3081\u3089\u308c\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u5165\u91d1\u306e\u5b66\u751f\u3068\u56de | \u5019\u88dc\u306e\u4e2d\u304b\u3089\u5f53\u3066\u306f\u307e\u308b\u5b66\u751f\u3068\u56de | `unmatched` |\n| \u904e\u4e0d\u8db3\u306e\u7406\u7531 | \u624b\u6570\u6599\u306e\u5dee\u5f15\u3001\u307e\u3068\u3081\u6255\u3044\u3001\u5144\u5f1f\u306e\u5408\u7b97\u3001\u524d\u5012\u3057\u3001\u4e00\u90e8\u5165\u91d1\u3001\u4e0d\u660e | `unknown` |\n| \u7763\u4fc3\u306e\u4fdd\u7559 | \u5099\u8003\u304b\u3089\u3001\u5ef6\u7d0d\u306e\u76f8\u8ac7\u4e2d\u30fb\u5165\u91d1\u4e88\u5b9a\u306e\u9023\u7d61\u3042\u308a\u30fb\u5968\u5b66\u91d1\u5f85\u3061\u30fb\u305d\u306e\u4ed6 | `check` |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5dee\u984d\u306e\u8a08\u7b97 | Apps Script \u3067\u8a08\u7b97\u3057\u305f\u5024\u3092\u6e21\u3059 |\n| \u5019\u88dc\u306b\u306a\u3044\u5b66\u751f\u3078\u306e\u4ed8\u3051\u66ff\u3048 | \u5019\u88dc\u306e\u5916\u3092\u63a8\u6e2c\u3059\u308b\u3068\u3001\u8aa4\u3063\u305f\u4ed8\u3051\u65b9\u3092\u898b\u5206\u3051\u3089\u308c\u306a\u3044 |\n| \u7763\u4fc3\u3059\u308b\u304b\u3069\u3046\u304b\u306e\u6c7a\u5b9a | \u62c5\u5f53\u8005\u3068\u62c5\u4efb\u304c\u6c7a\u3081\u308b |\n| \u5ef6\u7d0d\u3084\u6e1b\u514d\u3092\u8a8d\u3081\u308b\u304b\u3069\u3046\u304b | \u5b66\u6821\u306e\u898f\u7a0b\u306b\u3088\u308b\u5224\u65ad |\n| \u5165\u91d1\u65e5\u306e\u4e88\u60f3 | \u5099\u8003\u306b\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3092\u5199\u3059\u3060\u3051 |\n\n**2\u884c\u76ee\u3092\u5b88\u3089\u305b\u308b\u306e\u304c\u3001\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002** \u5019\u88dc\u306b\u5f53\u3066\u306f\u307e\u308b\u5b66\u751f\u304c\u3044\u306a\u3044\u3068\u304d\u3001AI\u306f\u540d\u7fa9\u306e\u4f3c\u305f\u300c\u3069\u3053\u304b\u306e\u5b66\u751f\u300d\u3092\u6319\u3052\u304c\u3061\u3067\u3059\u3002**\u5019\u88dc\u306e\u5916\u3092\u6319\u3052\u308b\u3053\u3068\u3092\u7981\u3058\u3001\u5f53\u3066\u306f\u307e\u3089\u306a\u3051\u308c\u3070 `unmatched` \u306b\u3055\u305b\u307e\u3059\u3002** \u5224\u5b9a\u306e\u5f8c\u306b\u3001\u8fd4\u3063\u3066\u304d\u305f\u5b66\u751f\u756a\u53f7\u304c\u5019\u88dc\u306e\u4e2d\u306b\u3042\u308b\u304b\u3092 Apps Script \u3067\u691c\u67fb\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\u5c02\u9580\u5b66\u6821\u306e\u7d4c\u7406\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u5b66\u8cbb\u306e\u5165\u91d1\u304c\u3069\u306e\u5b66\u751f\u306e\u3069\u306e\u56de\u306e\u3082\u306e\u304b\u3092\u5224\u5b9a\u3057\u307e\u3059\u3002\n\n\u3010\u5165\u91d1\u3011\n\u65e5\u4ed8\uff1a{date}\u3000\u91d1\u984d\uff1a{amount}\u5186\u3000\u632f\u8fbc\u4eba\u540d\u7fa9\uff1a{payer_kana}\u3000\u6458\u8981\uff1a{memo}\n\n\u3010\u5019\u88dc\u306e\u5b66\u751f\uff08\u6700\u59275\u4eba\uff09\u3011\n{candidates}\n\uff08\u5b66\u751f\u756a\u53f7\u3001\u5b66\u751f\u306e\u30ab\u30ca\u3001\u4fdd\u8b77\u8005\u306e\u30ab\u30ca\u3001\u5c4a\u3051\u306e\u540d\u7fa9\u3001\n \u672a\u5165\u91d1\u306e\u56de\u3054\u3068\u306e\u671f\u65e5\u30fb\u8acb\u6c42\u984d\u30fb\u5165\u91d1\u984d\u3068\u306e\u5dee\u984d\uff09\n\n\u3010\u8a31\u3059\u5dee\u984d\u306e\u7bc4\u56f2\u3011\u632f\u8fbc\u624b\u6570\u6599\u3068\u3057\u3066 {fee_min}\u301c{fee_max} \u5186\u306e\u4e0d\u8db3\n\n\u3010\u5224\u5b9a\u306e\u3057\u304b\u305f\u3011\n1. \u5019\u88dc\u306e\u4e2d\u304b\u3089\u3001\u3053\u306e\u5165\u91d1\u306b\u5f53\u3066\u306f\u307e\u308b\u5b66\u751f\u3068\u56de\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n   2\u56de\u5206\u306e\u307e\u3068\u3081\u6255\u3044\u3001\u5144\u5f1f\u306e\u5408\u7b97\u306e\u3088\u3046\u306b\u3001\u8907\u6570\u306e\u5b66\u751f\u30fb\u56de\u306b\u5f53\u305f\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n2. \u5dee\u984d\u306e\u7406\u7531\u3092\u6b21\u304b\u3089\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n   fee_deducted \/ combined_installments \/ siblings_combined \/\n   paid_early \/ partial \/ unknown\n3. \u5224\u5b9a\u306e\u6839\u62e0\u3092\u3001\u540d\u7fa9\u3068\u91d1\u984d\u306e\u3069\u3053\u304c\u4e00\u81f4\u3057\u305f\u304b\u3067\u77ed\u304f\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5019\u88dc\u306b\u306a\u3044\u5b66\u751f\u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5f53\u3066\u306f\u307e\u3089\u306a\u3051\u308c\u3070 status \u3092 unmatched \u306b\n  \u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5dee\u984d\u3092\u8a08\u7b97\u3057\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u793a\u3057\u305f\u5dee\u984d\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n- \u540d\u7fa9\u304c\u4f3c\u3066\u3044\u308b\u3060\u3051\u3067\u91d1\u984d\u306e\u8aac\u660e\u304c\u3064\u304b\u306a\u3044\u3068\u304d\u306f\u3001\u9078\u3070\u305a\u306b unmatched \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8ff7\u3063\u305f\u3068\u304d\u306b matched \u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n\u7763\u4fc3\u306e\u4fdd\u7559\u306e\u898b\u5206\u3051\u306f\u3001\u5225\u306e\u547c\u3073\u51fa\u3057\u306b\u3057\u307e\u3059\u3002\n\n```\n\u6b21\u306e\u5b66\u751f\u306f\u3001\u5b66\u8cbb\u306e\u5206\u7d0d\u306e\u671f\u65e5\u3092\u904e\u304e\u3066\u5165\u91d1\u304c\u3042\u308a\u307e\u305b\u3093\u3002\n\u5099\u8003\u3092\u8aad\u307f\u3001\u7763\u4fc3\u3092\u4fdd\u7559\u3059\u3079\u304d\u7406\u7531\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u5224\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u671f\u65e5\u3068\u672a\u5165\u91d1\u984d\u3011{due_date}\u3000{unpaid}\u5186\n\u3010\u5099\u8003\u3011{notes}\uff08\u65e5\u4ed8\u3068\u66f8\u3044\u305f\u4eba\u4ed8\u304d\uff09\n\u3010\u4eca\u65e5\u306e\u65e5\u4ed8\u3011{today}\n\n- \u7406\u7531\u3092 deferral_requested \/ payment_promised \/ scholarship_pending \/ other \/ none\n  \u304b\u3089\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5165\u91d1\u4e88\u5b9a\u306e\u65e5\u4ed8\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8a08\u7b97\u3084\u63a8\u6e2c\u3067\u65e5\u4ed8\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5165\u91d1\u4e88\u5b9a\u306e\u65e5\u4ed8\u304c\u4eca\u65e5\u3088\u308a\u524d\u306a\u3089\u3001\u7d04\u675f\u306e\u65e5\u3092\u904e\u304e\u3066\u3044\u308b\u3053\u3068\u3092\u660e\u8a18\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7763\u4fc3\u3059\u308b\u3079\u304d\u304b\u3069\u3046\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u8ff7\u3063\u305f\u3068\u304d\u306b matched \u306b\u3057\u306a\u3044\u300d\u3092\u66f8\u304f\u306e\u306f\u3001AI\u304c\u9078\u3073\u305f\u304c\u308b\u304b\u3089\u3067\u3059\u3002** \u5019\u88dc\u304c\u4e26\u3093\u3067\u3044\u308b\u3068\u3001\u3069\u308c\u304b\u3092\u9078\u3076\u306e\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u308b\u7b54\u3048\u3060\u3068\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**`unmatched` \u306f\u5931\u6557\u3067\u306f\u306a\u304f\u3001\u4eba\u304c\u898b\u308b\u5165\u91d1\u3060\u3068\u3044\u3046\u3053\u3068\u3092\u6307\u793a\u3067\u4f1d\u3048\u307e\u3059\u3002**\n\n**\u7763\u4fc3\u306e\u5074\u3067\u300c\u7763\u4fc3\u3059\u308b\u3079\u304d\u304b\u66f8\u304b\u306a\u3044\u300d\u3092\u660e\u8a18\u3059\u308b\u306e\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u5099\u8003\u306b\u5ef6\u7d0d\u306e\u76f8\u8ac7\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u3001AI\u306f\u300c\u7763\u4fc3\u306f\u63a7\u3048\u308b\u3079\u304d\u300d\u3068\u66f8\u304d\u307e\u3059\u3002**\u63a7\u3048\u308b\u304b\u3069\u3046\u304b\u306f\u62c5\u4efb\u3068\u7d4c\u7406\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3001AI\u304c\u8fd4\u3059\u306e\u306f\u7406\u7531\u306e\u7a2e\u985e\u3068\u65e5\u4ed8\u3060\u3051\u3067\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306e JSON \u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`output_config.format` \u306b `type: \"json_schema\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u306f `additionalProperties: false` \u304c\u5fc5\u8981\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n```json\n{\n  \"deposit_id\": \"\",\n  \"status\": \"matched | unmatched\",\n  \"allocations\": [\n    { \"student_no\": \"\", \"installment_no\": 0 }\n  ],\n  \"reason\": \"fee_deducted | combined_installments | siblings_combined | paid_early | partial | unknown\",\n  \"basis\": \"\"\n}\n```\n\n```json\n{\n  \"student_no\": \"\",\n  \"installment_no\": 0,\n  \"hold_reason\": \"deferral_requested | payment_promised | scholarship_pending | other | none\",\n  \"promised_date_text\": \"\",\n  \"promise_passed\": false,\n  \"basis_note\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`allocations` \u3092\u914d\u5217\u306b\u3057\u3066\u3001\u307e\u3068\u3081\u6255\u3044\u3068\u5144\u5f1f\u306e\u5408\u7b97\u3092\u8868\u305b\u308b\u3053\u3068\u3067\u3059\u3002** 1\u4ef6\u306e\u5165\u91d1\u3092\u8907\u6570\u306e\u5b66\u751f\u30fb\u56de\u306b\u5272\u308a\u5f53\u3066\u308b\u5f62\u3092\u3001\u6700\u521d\u304b\u3089\u6301\u305f\u305b\u307e\u3059\u3002**\u5272\u308a\u5f53\u3066\u305f\u56de\u306e\u8acb\u6c42\u984d\u306e\u5408\u8a08\u3068\u5165\u91d1\u984d\u306e\u5dee\u306f\u3001Apps Script \u304c\u3082\u3046\u4e00\u5ea6\u8a08\u7b97\u3057\u3066\u3001`reason` \u3068\u77db\u76fe\u3057\u306a\u3044\u304b\u3092\u898b\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001Apps Script \u306e\u691c\u67fb\u3092\u901a\u3057\u3084\u3059\u3044\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u306e\u30b9\u30ad\u30fc\u30de\u3067\u6570\u5024\u306e\u5236\u7d04\uff08`minimum`\u30fb`maximum` \u306a\u3069\uff09\u306f\u4f7f\u3048\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5b66\u751f\u756a\u53f7\u304c\u5019\u88dc\u306e\u4e2d\u306b\u3042\u308b\u304b\u3001\u56de\u306e\u756a\u53f7\u304c\u672a\u5165\u91d1\u306e\u56de\u304b**\u306f\u3001\u30b9\u30ad\u30fc\u30de\u3067\u306f\u306a\u304f Apps Script \u3067\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`promised_date_text` \u3092\u6587\u5b57\u5217\u306e\u307e\u307e\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u65e5\u4ed8\u3068\u3057\u3066\u6b63\u898f\u5316\u3055\u305b\u308b\u3068\u3001\u300c\u6708\u672b\u300d\u300c\u6765\u9031\u4e2d\u300d\u304cAI\u306e\u89e3\u91c8\u3067\u65e5\u4ed8\u306b\u5909\u308f\u308a\u307e\u3059\u3002**\u539f\u6587\u306e\u66f8\u304d\u65b9\u306e\u307e\u307e\u7d4c\u7406\u306e\u62c5\u5f53\u306b\u898b\u305b\u307e\u3059\u3002**\n\n\u66f8\u304d\u51fa\u3059\u30b7\u30fc\u30c8\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u30b7\u30fc\u30c8 | \u5217 |\n|:--|:--|\n| \u7167\u5408\u306e\u78ba\u8a8d | \u5165\u91d1\u65e5\u3001\u91d1\u984d\u3001\u540d\u7fa9\u3001\u7167\u5408\u306e\u65b9\u6cd5\uff08\u898f\u5247\uff0fAI\uff09\u3001\u5b66\u751f\u756a\u53f7\u3001\u56de\u3001\u5dee\u984d\u3001\u7406\u7531\u3001\u6839\u62e0\u3001\u78ba\u8a8d\u306e\u5370 |\n| \u7763\u4fc3\u306e\u5019\u88dc | \u5b66\u751f\u756a\u53f7\u3001\u5b66\u79d1\u3001\u56de\u3001\u671f\u65e5\u3001\u672a\u5165\u91d1\u984d\u3001\u4fdd\u7559\u306e\u7406\u7531\u3001\u5165\u91d1\u4e88\u5b9a\u306e\u8a18\u8f09\u3001\u7d04\u675f\u306e\u65e5\u3092\u904e\u304e\u305f\u304b\u3001\u62c5\u4efb |\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| Google \u30c9\u30e9\u30a4\u30d6\u306e\u30d5\u30a9\u30eb\u30c0 | DriveApp | \u660e\u7d30\u306eCSV\u3092\u8aad\u3080 |\n| \u5b66\u8cbb\u53f0\u5e33\u30fb\u5b66\u751f\u540d\u7c3f | SpreadsheetApp | \u8acb\u6c42\u30fb\u5c4a\u3051\u30fb\u5099\u8003\u3092\u8aad\u3080\u3002**\u5165\u91d1\u306f\u4eba\u304c\u78ba\u304b\u3081\u305f\u5f8c\u306b\u4ed8\u3051\u308b** |\n| Claude API | UrlFetchApp\uff08POST\uff09 | \u5224\u5b9a\u306e\u547c\u3073\u51fa\u3057 |\n| \u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8 | SpreadsheetApp | \u7167\u5408\u306e\u78ba\u8a8d\u3068\u7763\u4fc3\u306e\u5019\u88dc\u3092\u66f8\u304f |\n| \u7d4c\u7406\u306e\u62c5\u5f53 | \u30e1\u30fc\u30eb | \u5b9f\u884c\u306e\u7d42\u4e86\u3068\u4ef6\u6570\u3092\u77e5\u3089\u305b\u308b |\n\n**Claude API \u306e\u547c\u3073\u51fa\u3057\u306f\u3001UrlFetchApp \u306e `fetch` \u3067\u884c\u3044\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`method` \u306b `post`\u3001`payload` \u306b\u672c\u6587\u3001`headers` \u306b\u4efb\u610f\u306e\u30d8\u30c3\u30c0\u30fc\u3092\u6e21\u305b\u3001**`muteHttpExceptions` \u3092\u771f\u306b\u3059\u308b\u3068\u3001\u5931\u6557\u306e\u5fdc\u7b54\u3067\u3082\u4f8b\u5916\u3092\u6295\u3052\u305a\u306b\u5fdc\u7b54\u3092\u8fd4\u3059**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5fdc\u7b54\u306e\u30b3\u30fc\u30c9\u3092\u898b\u3066\u3001\u3084\u308a\u76f4\u3059\u304b\u4eba\u306b\u56de\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002\n\n**API \u30ad\u30fc\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u306b\u7f6e\u304d\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u3059\u3079\u3066\u306e\u5229\u7528\u8005\u3067\u5171\u6709\u3055\u308c\u308b\u30ad\u30fc\u3068\u5024\u306e\u4fdd\u5b58\u5148\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30b3\u30fc\u30c9\u306e\u4e2d\u306b\u66f8\u304b\u306a\u3044\u3053\u3068**\u3068\u3001**\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u7de8\u96c6\u3067\u304d\u308b\u4eba\u3092\u7d4c\u7406\u306e\u62c5\u5f53\u306b\u9650\u308b**\u3053\u3068\u3092\u5408\u308f\u305b\u3066\u5b88\u308a\u307e\u3059\u3002\n\n**\u5b66\u8cbb\u53f0\u5e33\u3078\u306e\u5165\u91d1\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u78ba\u8a8d\u306e\u5370\u304c\u4ed8\u3044\u305f\u884c\u3060\u3051\u306b\u3057\u307e\u3059\u3002** \u7d4c\u7406\u306e\u62c5\u5f53\u304c\u300c\u7167\u5408\u306e\u78ba\u8a8d\u300d\u3067\u5370\u3092\u4ed8\u3051\u305f\u884c\u3092\u3001\u5225\u306e\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u53f0\u5e33\u306b\u53cd\u6620\u3057\u307e\u3059\u3002**AI\u306e\u5224\u5b9a\u304c\u305d\u306e\u307e\u307e\u53f0\u5e33\u306b\u5165\u308b\u7d4c\u8def\u3092\u4f5c\u308a\u307e\u305b\u3093\u3002**\n\n**\u5b9f\u884c\u6642\u9593\u306b\u6c17\u3092\u3064\u3051\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5b9f\u884c\u306f**1\u56de6\u5206\u307e\u3067**\u3067\u3059\u3002\u4ed8\u304b\u306a\u3044\u5165\u91d1\u304c\u591a\u3044\u6708\u306f\u30011\u56de\u306e\u5b9f\u884c\u3067\u5224\u5b9a\u3059\u308b\u4ef6\u6570\u3092\u533a\u5207\u308a\u3001**\u6b8b\u308a\u306f\u7d9a\u304d\u3068\u3057\u3066\u6b21\u306e\u5b9f\u884c\u306b\u56de\u3057\u307e\u3059\u3002** \u51e6\u7406\u6e08\u307f\u306e\u5165\u91d1\u306f\u5370\u3092\u4ed8\u3051\u3066\u304a\u304d\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u7d4c\u7406\u306e\u62c5\u5f53\u304c\u898b\u308b\u306e\u306f\u3001AI\u304c\u5224\u5b9a\u3057\u305f\u5165\u91d1\u3068\u3001\u7763\u4fc3\u306e\u5019\u88dc\u3067\u3059\u3002** \u898f\u5247\u3067\u4ed8\u3044\u305f\u5165\u91d1\u306f\u3001\u4ef6\u6570\u3068\u5408\u8a08\u984d\u3092\u898b\u3066\u6d41\u3057\u307e\u3059\u3002\n\n1. **`unmatched` \u3092\u5148\u306b\u898b\u308b** \u2026 \u540d\u7c3f\u3092\u5f15\u3044\u3066\u3082\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u632f\u8fbc\u4eba\u306b\u554f\u3044\u5408\u308f\u305b\u307e\u3059\u3002**\u5206\u304b\u3063\u305f\u3089\u3001\u305d\u306e\u540d\u7fa9\u3092\u5c4a\u3051\u306e\u5217\u306b\u8db3\u3057\u307e\u3059**\n2. **AI\u304c `matched` \u306b\u3057\u305f\u5165\u91d1\u3092\u78ba\u304b\u3081\u308b** \u2026 \u6839\u62e0\u3068\u5dee\u984d\u3092\u898b\u3066\u3001\u5b66\u751f\u3068\u56de\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u307e\u3068\u3081\u6255\u3044\u3068\u5144\u5f1f\u306e\u5408\u7b97\u306f\u3001\u53f0\u5e33\u306e\u4ed8\u3051\u65b9\u3092\u7279\u306b\u78ba\u304b\u3081\u307e\u3059**\n3. **\u7763\u4fc3\u306e\u5019\u88dc\u3092\u62c5\u4efb\u3068\u78ba\u304b\u3081\u308b** \u2026 \u4fdd\u7559\u306e\u7406\u7531\u304c\u4ed8\u3044\u305f\u5b66\u751f\u306f\u3001\u62c5\u4efb\u306b\u72b6\u6cc1\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u7d04\u675f\u306e\u65e5\u3092\u904e\u304e\u3066\u3044\u308b\u5b66\u751f\u306f\u3001\u4fdd\u7559\u3067\u306f\u306a\u304f\u9023\u7d61\u306e\u5bfe\u8c61\u3067\u3059**\n4. **\u53f0\u5e33\u306b\u53cd\u6620\u3059\u308b** \u2026 \u78ba\u304b\u3081\u305f\u884c\u306b\u5370\u3092\u4ed8\u3051\u3001\u53cd\u6620\u306e\u30e1\u30cb\u30e5\u30fc\u3092\u5b9f\u884c\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** AI\u306e\u5224\u5b9a\u304c\u8aa4\u3063\u3066\u3044\u308b\u3068\u3001**\u5225\u306e\u5b66\u751f\u304c\u672a\u7d0d\u306e\u307e\u307e\u7763\u4fc3\u3055\u308c\u307e\u3059\u3002** \u6839\u62e0\u306e\u5217\u3067\u540d\u7fa9\u3068\u91d1\u984d\u306e\u3069\u3053\u304c\u4e00\u81f4\u3057\u305f\u304b\u3092\u8aad\u3081\u3070\u30011\u4ef6\u3042\u305f\u308a1\u5206\u524d\u5f8c\u3067\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u3001600\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef61\u5206\u3067\u3059\u3002** AI\u306b\u56de\u308b\u5165\u91d1\u304c1\u301c2\u5272\u3001\u7763\u4fc3\u306e\u5019\u88dc\u304c\u6708\u306b\u6570\u5341\u4ef6\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3088\u308a\u591a\u3044\u6708\u306f\u3001\u5c4a\u3051\u306e\u540d\u7fa9\u306e\u5217\u304c\u80b2\u3063\u3066\u3044\u306a\u3044\u304b\u3001\u5206\u7d0d\u306e\u671f\u65e5\u304c\u53f0\u5e33\u306b\u5165\u3063\u3066\u3044\u307e\u305b\u3093\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| CSV \u304c\u30d5\u30a9\u30eb\u30c0\u306b\u7121\u3044 | \u4f55\u3082\u305b\u305a\u306b\u62c5\u5f53\u8005\u3078\u77e5\u3089\u305b\u308b |\n| \u540d\u7fa9\u306e\u30ab\u30ca\u304c\u6587\u5b57\u5316\u3051\u3059\u308b | \u6587\u5b57\u30b3\u30fc\u30c9\u306e\u6307\u5b9a\u3092\u78ba\u304b\u3081\u3066\u8aad\u307f\u76f4\u3059 |\n| \u5b66\u8cbb\u3067\u306a\u3044\u5165\u91d1\u304c\u6df7\u3056\u308b | \u6458\u8981\u3068\u540d\u7fa9\u3067\u5148\u306b\u5206\u3051\u308b\u3002\u5206\u304b\u3089\u306a\u3044\u3082\u306e\u306f `unmatched` |\n| AI\u304c\u5019\u88dc\u306e\u5916\u306e\u5b66\u751f\u3092\u8fd4\u3057\u305f | \u691c\u67fb\u3067\u5f3e\u304d\u3001`unmatched` \u3068\u3057\u3066\u4eba\u3078 |\n| \u5272\u308a\u5f53\u3066\u306e\u5408\u8a08\u3068\u5165\u91d1\u984d\u306e\u5dee\u304c\u7406\u7531\u3068\u5408\u308f\u306a\u3044 | \u691c\u67fb\u3067\u5f3e\u304d\u3001\u4eba\u3078 |\n| \u8fd4\u91d1\u30fb\u4e8c\u91cd\u5165\u91d1\u306e\u7591\u3044 | \u5272\u308a\u5f53\u3066\u305f\u5f8c\u306b\u5165\u91d1\u984d\u304c\u8acb\u6c42\u3092\u8d85\u3048\u308b\u56de\u306f\u3001`partial` \u3067\u306f\u306a\u304f\u904e\u5165\u91d1\u3068\u3057\u3066\u4eba\u3078 |\n| \u5fdc\u7b54\u304c\u5931\u6557\u306e\u30b3\u30fc\u30c9\u3067\u8fd4\u308b | 1\u56de\u3060\u3051\u3084\u308a\u76f4\u3057\u3001\u3060\u3081\u306a\u3089\u4eba\u3078 |\n| 1\u56de\u306e\u5b9f\u884c\u304c6\u5206\u306b\u8fd1\u3065\u304f | \u533a\u5207\u3063\u3066\u7d9a\u304d\u3092\u6b21\u306e\u5b9f\u884c\u306b\u56de\u3059 |\n| 2\u3064\u306e\u5b9f\u884c\u304c\u91cd\u306a\u308b | \u30b9\u30af\u30ea\u30d7\u30c8\u30ed\u30c3\u30af\u3067\u5f8c\u304b\u3089\u6765\u305f\u5b9f\u884c\u3092\u6b62\u3081\u308b |\n\n**\u4e0a\u304b\u30894\u884c\u76ee\u30685\u884c\u76ee\u304c\u3001AI\u306e\u5224\u5b9a\u306e\u8aa4\u308a\u3092\u6b62\u3081\u308b\u5834\u6240\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u898f\u5247\u3067\u691c\u67fb\u3067\u304d\u3001**AI\u306e\u5224\u5b9a\u3092\u4fe1\u3058\u308b\u304b\u3069\u3046\u304b\u3092\u3001\u4eba\u306e\u52d8\u3067\u306f\u306a\u304f\u691c\u67fb\u306b\u4efb\u305b\u3089\u308c\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u8aad\u307f\u8fbc\u3093\u3060\u660e\u7d30\u306eCSV\u3068\u3001\u8aad\u307f\u8fbc\u3093\u3060\u65e5\u6642\n- \u5165\u91d1\u3054\u3068\u306e\u7167\u5408\u306e\u65b9\u6cd5\uff08\u898f\u5247\uff0fAI\uff09\u3068\u3001AI\u306b\u6e21\u3057\u305f\u5019\u88dc\u3001AI\u306e\u5fdc\u7b54\u306e\u5168\u6587\n- \u691c\u67fb\u3067\u5f3e\u3044\u305f\u5224\u5b9a\u3068\u3001\u5f3e\u3044\u305f\u7406\u7531\n- \u7d4c\u7406\u306e\u62c5\u5f53\u304c\u78ba\u304b\u3081\u305f\u7d50\u679c\u3068\u3001\u5224\u5b9a\u3092\u76f4\u3057\u305f\u8a18\u9332\uff08\u76f4\u3059\u524d\u3068\u5f8c\uff09\n- \u7763\u4fc3\u306e\u5019\u88dc\u3068\u3001\u4fdd\u7559\u306e\u7406\u7531\u3001\u62c5\u4efb\u306b\u78ba\u304b\u3081\u305f\u7d50\u679c\u3001\u5b9f\u969b\u306b\u9023\u7d61\u3057\u305f\u304b\u3069\u3046\u304b\n- \u5c4a\u3051\u306e\u5217\u306b\u8db3\u3057\u305f\u540d\u7fa9\u3068\u3001\u8db3\u3057\u305f\u65e5\n\n**4\u3064\u76ee\u3092\u6b8b\u3059\u306e\u306f\u3001\u5b66\u8cbb\u306e\u8a18\u9332\u3092\u5f8c\u304b\u3089\u8aac\u660e\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u5b66\u751f\u3084\u4fdd\u8b77\u8005\u304b\u3089\u300c\u6255\u3063\u305f\u306f\u305a\u3060\u300d\u3068\u8a00\u308f\u308c\u305f\u3068\u304d\u306b\u3001**\u3069\u306e\u5165\u91d1\u3092\u3069\u306e\u56de\u306b\u4ed8\u3051\u305f\u304b\u3001\u8ab0\u304c\u78ba\u304b\u3081\u305f\u304b**\u3092\u793a\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n**5\u3064\u76ee\u306f\u3001\u7763\u4fc3\u306e\u904b\u7528\u3092\u898b\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u4fdd\u7559\u3057\u305f\u5b66\u751f\u306e\u3046\u3061\u3001\u7d04\u675f\u306e\u65e5\u3092\u904e\u304e\u3066\u3082\u5165\u91d1\u306e\u7121\u3044\u5b66\u751f\u304c\u591a\u3051\u308c\u3070\u3001**\u4fdd\u7559\u306e\u6271\u3044\u3092\u898f\u7a0b\u3067\u6c7a\u3081\u76f4\u3059\u6642\u671f\u3067\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u660e\u7d30\u304b\u3089\u3001**\u898f\u5247\u3067\u4ed8\u304b\u306a\u304b\u3063\u305f\u5165\u91d1**\u309230\u4ef6\u9078\u3076\n2. \u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u5019\u88dc\u306b\u306a\u308a\u305d\u3046\u306a\u5b66\u751f\u3092\u540d\u7c3f\u3068\u53f0\u5e33\u304b\u30893\u301c5\u4eba\u66f8\u304d\u51fa\u3057\u3001\u672a\u5165\u91d1\u306e\u56de\u3068\u5dee\u984d\u3092\u8868\u306b\u3059\u308b\n3. \u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u306b\u3001\u5165\u91d11\u4ef6\u3068\u5019\u88dc\u306e\u8868\u3092\u8cbc\u308a\u3001\u300c\u3069\u306e\u5b66\u751f\u306e\u3069\u306e\u56de\u304b\u3001\u5dee\u984d\u306e\u7406\u7531\u306f\u4f55\u304b\u3002\u5019\u88dc\u306e\u5916\u306f\u9078\u3070\u305a\u3001\u5f53\u3066\u306f\u307e\u3089\u306a\u3051\u308c\u3070\u5f53\u3066\u306f\u307e\u3089\u306a\u3044\u3068\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u805e\u304f\n4. \u5f53\u6642\u3001\u7d4c\u7406\u306e\u62c5\u5f53\u304c\u4ed8\u3051\u305f\u7d50\u679c\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n5. \u5099\u8003\u306e\u4ed8\u3044\u305f\u672a\u7d0d\u306e\u5b66\u751f10\u4eba\u3067\u3001\u7763\u4fc3\u306e\u4fdd\u7559\u306e\u7406\u7531\u304c\u8aad\u307f\u53d6\u308c\u308b\u304b\u3082\u8a66\u3059\n\n**30\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u4ed5\u7d44\u307f\u3092\u4f5c\u308b\u524d\u306b\u3001**\u300c\u5019\u88dc\u3092\u7d5e\u3063\u3066\u6e21\u305b\u3070\u5224\u5b9a\u3067\u304d\u308b\u306e\u304b\u300d**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u4ed8\u3051\u65b9\u3068\u5408\u3044\u3001\u5206\u304b\u3089\u306a\u3044\u3082\u306e\u306f\u5206\u304b\u3089\u306a\u3044\u3068\u7b54\u3048\u308b | **Apps Script \u3067\u7d44\u3080\u6bb5\u306b\u9032\u3080** |\n| \u5019\u88dc\u306e\u5916\u306e\u5b66\u751f\u3092\u6319\u3052\u308b | \u6307\u793a\u3068\u691c\u67fb\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u540d\u7fa9\u3060\u3051\u3067\u9078\u3073\u3001\u91d1\u984d\u306e\u8aac\u660e\u304c\u3064\u304b\u306a\u3044 | \u5dee\u984d\u3092\u8868\u306b\u5165\u308c\u3066\u6e21\u3059\u3002**\u5dee\u984d\u306e\u8a08\u7b97\u306f Apps Script \u306e\u4ed5\u4e8b** |\n\n**3\u884c\u76ee\u306f\u3001\u5dee\u984d\u3092\u6e21\u3055\u305a\u306b\u805e\u3044\u305f\u3068\u304d\u306b\u51fa\u3084\u3059\u3044\u5f62\u3067\u3059\u3002** \u5931\u6557\u3067\u306f\u306a\u304f\u3001**\u5dee\u984d\u3092\u8a08\u7b97\u3057\u3066\u6e21\u3059\u524d\u51e6\u7406\u304c\u8981\u308b**\u3068\u3044\u3046\u3053\u3068\u304c\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002","minimal_setup_short":"\u4ed8\u304b\u306a\u3044\u5165\u91d1\u3068\u5019\u88dc\u3092\u624b\u3067\u751f\u6210AI\u306e\u753b\u9762\u306b\u8cbc\u3063\u3066\u805e\u304f \uff0f 1\u4ef6\u3054\u3068\u306e\u5224\u5b9a","semi_auto_setup":"\u4e0a\u8a18\uff0bApps Script \u3067 CSV \u3092\u8aad\u307f\u3001\u898f\u5247\u3067\u4ed8\u3051\u3066\u3001\u6b8b\u308a\u306e\u5019\u88dc\u3092\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u898f\u5247\u3067\u306e\u7167\u5408\u3068\u5019\u88dc\u96c6\u3081","full_setup":"\u4e0a\u8a18\uff0bClaude API \u3067\u306e\u5224\u5b9a\u3001\u691c\u67fb\u3001\u7763\u4fc3\u306e\u5019\u88dc\u3001\u53f0\u5e33\u3078\u306e\u53cd\u6620\u306e\u30e1\u30cb\u30e5\u30fc \uff0f \u7167\u5408\u304b\u3089\u7763\u4fc3\u306e\u5019\u88dc\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** \u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef64\u5206\u304c2\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u898f\u5247\u3067\u4ed8\u304f\u5165\u91d1\u306e\u624b\u4f5c\u696d\u306f\u7121\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u4ed8\u304b\u306a\u3044\u5165\u91d1\u306e\u5224\u65ad\u3068\u7763\u4fc3\u306e\u4e00\u89a7\u3065\u304f\u308a\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30671\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001**\u4ed8\u304b\u306a\u3044\u5165\u91d1\u306e1\u4ef6\u3054\u3068\u306e\u5224\u65ad\u304c\u3001\u5019\u88dc\u3068\u6839\u62e0\u3092\u8aad\u3093\u3067\u78ba\u304b\u3081\u308b\u4f5c\u696d\u306b\u5909\u308f\u308b**\u304b\u3089\u3067\u3059\u3002\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30921\u301c2\u304b\u6708\u56de\u3059\u3068\u3001\u5c4a\u3051\u306e\u540d\u7fa9\u306e\u5217\u304c\u80b2\u3061\u3001\u898f\u5247\u3067\u4ed8\u304f\u5165\u91d1\u306e\u5272\u5408\u304c\u4e0a\u304c\u308a\u307e\u3059\u3002**AI\u306b\u56de\u308b\u5165\u91d1\u304c\u6e1b\u3063\u3066\u304b\u3089\u5224\u5b9a\u3092\u8db3\u3059\u307b\u3046\u304c\u3001\u78ba\u304b\u3081\u308b\u4ef6\u6570\u304c\u5c11\u306a\u304f\u6e08\u307f\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| AI\u304c\u5019\u88dc\u306e\u5916\u306e\u5b66\u751f\u3092\u6319\u3052\u308b | \u7981\u3058\u305f\u3046\u3048\u3067\u3001\u8fd4\u3063\u305f\u5b66\u751f\u756a\u53f7\u304c\u5019\u88dc\u306b\u3042\u308b\u304b\u3092\u691c\u67fb\u3059\u308b |\n| \u8ff7\u3063\u305f\u5165\u91d1\u304c `matched` \u306b\u306a\u308b | `unmatched` \u3092\u4eba\u304c\u898b\u308b\u5165\u91d1\u3068\u3057\u3066\u6307\u793a\u3067\u4f1d\u3048\u308b |\n| \u5dee\u984d\u3092AI\u304c\u8a08\u7b97\u3057\u76f4\u3057\u3066\u98df\u3044\u9055\u3046 | \u5dee\u984d\u306f Apps Script \u3067\u8a08\u7b97\u3057\u3066\u6e21\u3057\u3001\u8a08\u7b97\u3057\u76f4\u3057\u3092\u7981\u3058\u308b |\n| \u540d\u7fa9\u306e\u30ab\u30ca\u304c\u6587\u5b57\u5316\u3051\u3059\u308b | \u6587\u5b57\u30b3\u30fc\u30c9\u3092\u6307\u5b9a\u3057\u3066\u8aad\u3080 |\n| \u534a\u89d2\u30fb\u5168\u89d2\u306e\u30ab\u30ca\u3067\u898f\u5247\u304c\u5916\u308c\u308b | \u524d\u51e6\u7406\u3067\u8868\u8a18\u3092\u305d\u308d\u3048\u308b |\n| \u307e\u3068\u3081\u6255\u3044\u30921\u56de\u5206\u3068\u3057\u3066\u4ed8\u3051\u3066\u3057\u307e\u3046 | \u5272\u308a\u5f53\u3066\u3092\u914d\u5217\u3067\u53d7\u3051\u3001\u5408\u8a08\u3068\u5165\u91d1\u984d\u3092\u691c\u67fb\u3059\u308b |\n| \u5ef6\u7d0d\u306e\u76f8\u8ac7\u4e2d\u306e\u5b66\u751f\u306b\u7763\u4fc3\u304c\u884c\u304f | \u5099\u8003\u3092\u8aad\u307e\u305b\u3066\u4fdd\u7559\u306e\u5019\u88dc\u3092\u51fa\u3057\u3001\u62c5\u4efb\u3068\u78ba\u304b\u3081\u308b |\n| \u7d04\u675f\u306e\u65e5\u3092\u904e\u304e\u3066\u3082\u4fdd\u7559\u306e\u307e\u307e | `promise_passed` \u3067\u5206\u3051\u3001\u9023\u7d61\u306e\u5bfe\u8c61\u306b\u623b\u3059 |\n| \u5b9f\u884c\u304c6\u5206\u3067\u6b62\u307e\u308b | \u4ef6\u6570\u3092\u533a\u5207\u3063\u3066\u7d9a\u304d\u3092\u6b21\u306e\u5b9f\u884c\u306b\u56de\u3059 |\n| \u624b\u52d5\u3068\u5b9a\u6642\u306e\u5b9f\u884c\u304c\u91cd\u306a\u308b | \u30b9\u30af\u30ea\u30d7\u30c8\u30ed\u30c3\u30af\u3092\u304b\u3051\u308b |\n| AI\u306e\u5224\u5b9a\u304c\u305d\u306e\u307e\u307e\u53f0\u5e33\u306b\u5165\u308b | \u78ba\u8a8d\u306e\u5370\u306e\u4ed8\u3044\u305f\u884c\u3060\u3051\u3092\u53cd\u6620\u3059\u308b |\n| \u307e\u3068\u3081\u6255\u3044\u306e\u4ed8\u3051\u65b9\u304c\u62c5\u5f53\u8005\u3067\u9055\u3046 | \u5272\u308a\u5f53\u3066\u306e\u914d\u5217\u306e\u3068\u304a\u308a\u306b\u56de\u3054\u3068\u306b\u4ed8\u3051\u308b\u6c7a\u307e\u308a\u306b\u3059\u308b |\n| \u5c4a\u3051\u306e\u540d\u7fa9\u304c\u5897\u3048\u305a\u3001AI\u306b\u56de\u308b\u5165\u91d1\u304c\u6e1b\u3089\u306a\u3044 | \u78ba\u304b\u3081\u305f\u540d\u7fa9\u3092\u5c4a\u3051\u306e\u5217\u306b\u8db3\u3059\u64cd\u4f5c\u3092\u3001\u53cd\u6620\u306e\u30e1\u30cb\u30e5\u30fc\u306b\u5165\u308c\u308b |\n| \u9ad8\u7b49\u8ab2\u7a0b\u306e\u751f\u5f92\u306e\u5b66\u8cbb\u304c\u6df7\u3056\u308b | \u5b66\u79d1\u3068\u8ab2\u7a0b\u3067\u5bfe\u8c61\u3092\u5206\u3051\u3001\u5c02\u9580\u8ab2\u7a0b\u3060\u3051\u3092\u6271\u3046 |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u300cAI\u306b\u9078\u3070\u305b\u308b\u30fb\u8a08\u7b97\u3055\u305b\u308b\u300d\u7bc4\u56f2\u3092\u5e83\u3052\u3059\u304e\u308b\u3068\u8d77\u304d\u307e\u3059\u3002**\u9078\u3076\u7bc4\u56f2\u306f\u5019\u88dc\u306b\u3001\u8a08\u7b97\u306f Apps Script \u306b\u9589\u3058\u3066\u304a\u3051\u3070\u3001\u8aa4\u308a\u306f\u691c\u67fb\u3067\u6b62\u307e\u308a\u307e\u3059\u3002**\n\n**\u7763\u4fc3\u306e2\u884c\u3082\u3001\u65e9\u3044\u3046\u3061\u306b\u52b9\u3044\u3066\u304d\u307e\u3059\u3002** \u4fdd\u7559\u306e\u5019\u88dc\u3092\u51fa\u3059\u3060\u3051\u3067\u306f\u3001**\u4fdd\u7559\u304c\u3044\u3064\u307e\u3067\u3082\u7d9a\u304f\u5b66\u751f\u304c\u51fa\u307e\u3059\u3002** \u7d04\u675f\u306e\u65e5\u3092\u904e\u304e\u305f\u3089\u9023\u7d61\u306e\u5bfe\u8c61\u306b\u623b\u3059\u6d41\u308c\u3092\u3001\u6700\u521d\u304b\u3089\u5165\u308c\u3066\u304a\u304d\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5b66\u751f\u3068\u4fdd\u8b77\u8005\u306e\u6c0f\u540d\uff08\u30ab\u30ca\uff09\u3001\u5b66\u751f\u756a\u53f7\u3001\u5b66\u8cbb\u306e\u8acb\u6c42\u984d\u3068\u5165\u91d1\u984d\u3001\u305d\u3057\u3066**\u5ef6\u7d0d\u306e\u76f8\u8ac7\u3084\u5bb6\u5ead\u306e\u4e8b\u60c5\u304c\u66f8\u304b\u308c\u3046\u308b\u5099\u8003**\u3067\u3059\u3002\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u5224\u5b9a\u306b\u8981\u308b\u5206\u306b\u9650\u308b** \u2026 Claude API \u306b\u6e21\u3059\u306e\u306f\u3001\u5165\u91d11\u4ef6\u3068\u5019\u88dc\u306e\u5b66\u751f5\u4eba\u307e\u3067\u3001\u7763\u4fc3\u306e\u5074\u306f\u8a72\u5f53\u3059\u308b\u5b66\u751f\u306e\u5099\u8003\u3060\u3051\u3067\u3059\u3002**\u5b66\u8cbb\u53f0\u5e33\u3084\u540d\u7c3f\u3092\u307e\u308b\u3054\u3068\u6e21\u3057\u307e\u305b\u3093**\n2. **\u5099\u8003\u306b\u66f8\u304f\u5185\u5bb9\u3092\u6c7a\u3081\u3066\u304a\u304f** \u2026 \u5bb6\u5ead\u306e\u4e8b\u60c5\u3084\u5065\u5eb7\u306e\u3053\u3068\u307e\u3067\u5099\u8003\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u3001\u305d\u308c\u304c\u5916\u90e8\u306b\u6e21\u308a\u307e\u3059\u3002**\u5099\u8003\u306b\u306f\u3001\u5ef6\u7d0d\u306e\u76f8\u8ac7\u306e\u6709\u7121\u3068\u5165\u91d1\u4e88\u5b9a\u306e\u65e5\u4ed8\u3060\u3051\u3092\u66f8\u304f\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059**\n3. **\u5916\u90e8\u306e API \u306b\u6e21\u3059\u3053\u3068\u3092\u3001\u5b66\u6821\u306e\u898f\u7a0b\u3068\u7167\u3089\u3059** \u2026 \u5b66\u751f\u3068\u4fdd\u8b77\u8005\u306e\u60c5\u5831\u3092\u56fd\u5916\u306e\u4e8b\u696d\u8005\u306e API \u3067\u51e6\u7406\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u500b\u4eba\u60c5\u5831\u306e\u53d6\u6271\u3044\u306e\u898f\u7a0b\u3068\u3001\u5fc5\u8981\u306a\u624b\u7d9a\u304d\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u59cb\u3081\u307e\u3059**\n4. **API \u30ad\u30fc\u3092\u5b88\u308b** \u2026 \u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u306b\u7f6e\u304d\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u7de8\u96c6\u3067\u304d\u308b\u4eba\u3092\u9650\u308a\u307e\u3059\n5. **\u3053\u306e\u69cb\u6210\u306f\u7763\u4fc3\u3092\u6c7a\u3081\u306a\u3044** \u2026 \u7763\u4fc3\u3059\u308b\u304b\u3069\u3046\u304b\u3001\u5ef6\u7d0d\u3084\u6e1b\u514d\u3092\u8a8d\u3081\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u5b66\u6821\u306e\u898f\u7a0b\u3068\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002**\u7763\u4fc3\u306e\u9023\u7d61\u305d\u306e\u3082\u306e\u3092\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u9001\u308a\u307e\u305b\u3093**\n6. **\u9ad8\u7b49\u8ab2\u7a0b\u306e\u751f\u5f92\u306f\u5bfe\u8c61\u5916\u306b\u3059\u308b** \u2026 18\u6b73\u672a\u6e80\u306e\u751f\u5f92\u306e\u60c5\u5831\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u6271\u3044\u307e\u305b\u3093\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5165\u91d1\u3092\u5225\u306e\u5b66\u751f\u306b\u4ed8\u3051\u308b\u3053\u3068\u3068\u3001\u7763\u4fc3\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u5b66\u751f\u306b\u7763\u4fc3\u3059\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u5019\u88dc\u306e\u5916\u3092\u9078\u3070\u305b\u306a\u3044\u3053\u3068\u3068\u691c\u67fb\u3067\u3001\u5f8c\u8005\u306f\u5099\u8003\u306e\u8aad\u307f\u53d6\u308a\u3068\u62c5\u4efb\u306e\u78ba\u8a8d\u3067\u9632\u304e\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u3001\u6700\u5f8c\u306b\u53f0\u5e33\u3068\u7763\u4fc3\u3092\u52d5\u304b\u3059\u306e\u306f\u4eba\u3060\u3068\u3044\u3046\u7dda\u3092\u5b88\u308a\u307e\u3059\u3002**","recommended_for":"\u5b66\u751f\u6570\u304c\u6570\u767e\u540d\u4ee5\u4e0a\u306e\u5c02\u9580\u5b66\u6821\u3067\u3001\u5b66\u8cbb\u3092\u5e742\u301c4\u56de\u3084\u6bce\u6708\u306e\u5206\u7d0d\u3067\u53d7\u3051\u53d6\u308a\u3001\u4fdd\u8b77\u8005\u30fb\u672c\u4eba\u30fb\u5968\u5b66\u91d1\u306e\u632f\u8fbc\u306a\u3069\u540d\u7fa9\u306e\u9055\u3046\u5165\u91d1\u304c\u6df7\u3056\u308b\u5b66\u6821\u3002\u7d4c\u7406\u306e\u62c5\u5f53\u304c\u9280\u884c\u306e\u660e\u7d30\u30921\u884c\u305a\u3064\u898b\u3066\u5b66\u8cbb\u53f0\u5e33\u306b\u5165\u91d1\u3092\u4ed8\u3051\u3066\u304a\u308a\u3001\u632f\u8fbc\u4eba\u306e\u540d\u7fa9\u304b\u3089\u5b66\u751f\u3092\u63a2\u3059\u4f5c\u696d\u3068\u3001\u91d1\u984d\u304c\u5408\u308f\u306a\u3044\u7406\u7531\u306e\u78ba\u8a8d\u306b\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u5ef6\u7d0d\u306e\u76f8\u8ac7\u3092\u53d7\u3051\u3066\u3044\u308b\u5b66\u751f\u306b\u307e\u3067\u7763\u4fc3\u306e\u9023\u7d61\u304c\u884c\u3063\u3066\u3057\u307e\u3063\u305f\u3053\u3068\u304c\u3042\u308b\u5834\u5408\u3002","not_recommended_for":"\u5b66\u8cbb\u3092\u5b66\u751f\u3054\u3068\u306e\u632f\u8fbc\u5148\u306e\u53e3\u5ea7\uff08\u30d0\u30fc\u30c1\u30e3\u30eb\u53e3\u5ea7\u306a\u3069\uff09\u304b\u53e3\u5ea7\u632f\u66ff\u3067\u53d7\u3051\u53d6\u3063\u3066\u304a\u308a\u3001\u540d\u7fa9\u304b\u3089\u5b66\u751f\u3092\u63a2\u3059\u4f5c\u696d\u304c\u307b\u3068\u3093\u3069\u7121\u3044\u5834\u5408\u3002\u5b66\u751f\u304c\u6570\u5341\u540d\u3067\u3001\u5165\u91d1\u304c\u6708\u306b\u6570\u5341\u4ef6\u306e\u5834\u5408\u300218\u6b73\u672a\u6e80\u306e\u751f\u5f92\u304c\u5728\u7c4d\u3059\u308b\u9ad8\u7b49\u8ab2\u7a0b\u306e\u5b66\u8cbb\uff08\u3053\u306e\u69cb\u6210\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3059\uff09\u3002\u306a\u304a\u3001\u7763\u4fc3\u3059\u308b\u304b\u3069\u3046\u304b\u3001\u5ef6\u7d0d\u3084\u6e1b\u514d\u3092\u8a8d\u3081\u308b\u304b\u3069\u3046\u304b\u306f\u5b66\u6821\u306e\u898f\u7a0b\u3068\u62c5\u5f53\u8005\u306e\u5224\u65ad\u306b\u3088\u308b\u3082\u306e\u3067\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u5b66\u8cbb\u53f0\u5e33\u306e\u5217\u3092\u305d\u308d\u3048\u308b**\n\n\u5206\u7d0d\u306e\u56de\u3054\u3068\u306e\u671f\u65e5\u3068\u8acb\u6c42\u984d\u3001**\u632f\u8fbc\u4eba\u306e\u5c4a\u3051\u306e\u540d\u7fa9\uff08\u8907\u6570\u53ef\uff09**\u306e\u5217\u3092\u3001\u5b66\u8cbb\u53f0\u5e33\u306b\u305d\u308d\u3048\u307e\u3059\u3002\u5099\u8003\u3092\u65e5\u4ed8\u3068\u66f8\u3044\u305f\u4eba\u4ed8\u304d\u3067\u66f8\u304f\u6c7a\u307e\u308a\u3092\u3001\u62c5\u4efb\u3068\u6c7a\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a30\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u898f\u5247\u3067\u4ed8\u304b\u306a\u304b\u3063\u305f\u5165\u91d1\u304b\u308930\u4ef6\u3092\u9078\u3073\u3001\u5019\u88dc\u306e\u8868\u3092\u4f5c\u3063\u3066\u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u3067\u5224\u5b9a\u3055\u305b\u307e\u3059\u3002**\u5019\u88dc\u306e\u5916\u306e\u5b66\u751f\u3092\u6319\u3052\u306a\u3044\u304b\u3001\u8ff7\u3063\u305f\u3082\u306e\u3092 `unmatched` \u306b\u3059\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u898f\u5247\u3067\u306e\u7167\u5408\u3092 Apps Script \u3067\u4f5c\u308b**\n\nCSV \u3092\u6587\u5b57\u30b3\u30fc\u30c9\u3092\u6307\u5b9a\u3057\u3066\u8aad\u307f\u3001\u5c4a\u3051\u306e\u540d\u7fa9\u3068\u8acb\u6c42\u984d\u3067\u898f\u5247\u306e\u7167\u5408\u3092\u3057\u3066\u3001\u300c\u7167\u5408\u306e\u78ba\u8a8d\u300d\u306e\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f Claude API \u3092\u547c\u3070\u305a\u3001\u898f\u5247\u3067\u4ed8\u304f\u5272\u5408\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u5019\u88dc\u96c6\u3081\u3068\u5224\u5b9a\u3092\u3064\u306a\u3050**\n\n\u4ed8\u304b\u306a\u3044\u5165\u91d1\u306e\u5019\u88dc\u96c6\u3081\u3068\u5dee\u984d\u306e\u8a08\u7b97\u3092\u8db3\u3057\u3001Claude API \u306e\u5224\u5b9a\u3068\u691c\u67fb\u3092\u3064\u306a\u304e\u307e\u3059\u3002**\u5224\u5b9a\u306f\u78ba\u8a8d\u306e\u30b7\u30fc\u30c8\u306b\u51fa\u3059\u3060\u3051\u3067\u3001\u53f0\u5e33\u306b\u306f\u53cd\u6620\u3057\u307e\u305b\u3093\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u7763\u4fc3\u306e\u4fdd\u7559\u306e\u898b\u5206\u3051\u3092\u8db3\u3057\u3001\u62c5\u4efb\u3068\u7763\u4fc3\u306e\u5019\u88dc\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u53f0\u5e33\u3078\u306e\u53cd\u6620\u306e\u30e1\u30cb\u30e5\u30fc\u3092\u8db3\u3057\u30011\u4ef64\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u5c4a\u3051\u306e\u540d\u7fa9\u306e\u5217\u304c\u80b2\u3061\u3001AI\u306b\u56de\u308b\u5165\u91d1\u304c1\u5272\u524d\u5f8c\u306b\u4e0b\u304c\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0323","UC-1105","UC-1405","UC-0156"],"related_articles":[{"id":7432,"slug":"ai-seisei-bunsho-hantei","title":"AI\u751f\u6210\u306e\u6587\u7ae0\u306f\u898b\u5206\u3051\u3089\u308c\u308b\uff1f\uff5c\u5224\u5b9a\u30c4\u30fc\u30eb\u306e\u9650\u754c"},{"id":5864,"slug":"soft-404-hantei","title":"\u30bd\u30d5\u30c8404\u3068\u5224\u5b9a\u3055\u308c\u308b\u539f\u56e0\uff5c\u6d88\u3048\u305f\u3068\u8aa4\u89e3\u3057\u306a\u3044"},{"id":5223,"slug":"kaigai-kokoku-shohizei","title":"\u6d77\u5916\u306e\u5e83\u544a\u8cbb\u306f\u6d88\u8cbb\u7a0e\u304c\u9055\u3046\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5b66\u5247\u306b\u3001\u6388\u696d\u6599\u30fb\u5165\u5b66\u6599\u305d\u306e\u4ed6\u306e\u8cbb\u7528\u5fb4\u53ce\u306b\u95a2\u3059\u308b\u4e8b\u9805\u3092\u8a18\u8f09\u3059\u308b\u3053\u3068\uff08\u5b66\u6821\u6559\u80b2\u6cd5\u65bd\u884c\u898f\u5247\u7b2c4\u6761\u7b2c1\u9805\u7b2c7\u53f7\uff09 | [e-Gov\u6cd5\u4ee4API: \u5b66\u6821\u6559\u80b2\u6cd5\u65bd\u884c\u898f\u5247 \u7b2c4\u6761](https:\/\/laws.e-gov.go.jp\/api\/2\/law_data\/322M40000080011?law_full_text_format=json&elm=MainProvision-Article_4) | 2026-10-13 |\n| \u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\u304c1\u5206\u3054\u3068\u304b\u3089\u67081\u56de\u307e\u3067\u8a2d\u5b9a\u3067\u304d\u3001\u6bce\u65e59\u6642\u3068\u6c7a\u3081\u305f\u5834\u5408\u306f9\u6642\u304b\u308910\u6642\u306e\u9593\u3067\u6642\u523b\u304c\u6c7a\u307e\u308a\u3001\u305d\u306e\u5f8c\u306f\u540c\u3058\u6642\u523b\u306b\u52d5\u304f\u3053\u3068 | [Apps Script: Installable triggers](https:\/\/developers.google.com\/apps-script\/guides\/triggers\/installable) | 2026-10-13 |\n| \u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5b9f\u884c\u6642\u9593\u304c1\u56de6\u5206\u307e\u3067\u3067\u3042\u308b\u3053\u3068 | [Apps Script: Quotas](https:\/\/developers.google.com\/apps-script\/guides\/services\/quotas) | 2026-10-13 |\n| `fetch` \u306e `method`\u30fb`payload`\u30fb`headers`\u3001`muteHttpExceptions` \u3092\u771f\u306b\u3059\u308b\u3068\u5931\u6557\u306e\u5fdc\u7b54\u3067\u3082\u4f8b\u5916\u3092\u6295\u3052\u305a\u306b\u5fdc\u7b54\u3092\u8fd4\u3059\u3053\u3068 | [Apps Script: Class UrlFetchApp](https:\/\/developers.google.com\/apps-script\/reference\/url-fetch\/url-fetch-app) | 2026-10-13 |\n| `parseCsv()` \u304c CSV \u306e\u6587\u5b57\u5217\u30922\u6b21\u5143\u306e\u914d\u5217\u3067\u8fd4\u3059\u3053\u3068 | [Apps Script: Class Utilities](https:\/\/developers.google.com\/apps-script\/reference\/utilities\/utilities) | 2026-10-13 |\n| `getDataAsString(charset)` \u304c\u6307\u5b9a\u3057\u305f\u6587\u5b57\u30b3\u30fc\u30c9\u3067\u4e2d\u8eab\u3092\u6587\u5b57\u5217\u3068\u3057\u3066\u8fd4\u3059\u3053\u3068 | [Apps Script: Class Blob](https:\/\/developers.google.com\/apps-script\/reference\/base\/blob) | 2026-10-13 |\n| \u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u304c\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u3059\u3079\u3066\u306e\u5229\u7528\u8005\u3067\u5171\u6709\u3055\u308c\u308b\u30ad\u30fc\u3068\u5024\u306e\u4fdd\u5b58\u5148\u3067\u3042\u308b\u3053\u3068 | [Apps Script: Properties Service](https:\/\/developers.google.com\/apps-script\/guides\/properties) | 2026-10-13 |\n| `getScriptLock()` \u304c\u3069\u306e\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u3082\u30b3\u30fc\u30c9\u306e\u533a\u9593\u3092\u540c\u6642\u306b\u5b9f\u884c\u3055\u305b\u306a\u3044\u30ed\u30c3\u30af\u3092\u8fd4\u3059\u3053\u3068 | [Apps Script: Class LockService](https:\/\/developers.google.com\/apps-script\/reference\/lock\/lock-service) | 2026-10-13 |\n| `output_config.format` \u306b `json_schema` \u3092\u6e21\u3059\u3053\u3068\u3002`additionalProperties: false` \u304c\u5fc5\u8981\u306a\u3053\u3068\u3002\u6570\u5024\u306e\u5236\u7d04\uff08`minimum`\u30fb`maximum` \u306a\u3069\uff09\u304c\u4f7f\u3048\u306a\u3044\u3053\u3068 | [Claude API: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-13 |\n\n**\u7763\u4fc3\u3059\u308b\u304b\u3069\u3046\u304b\u3001\u5ef6\u7d0d\u3084\u6e1b\u514d\u3092\u8a8d\u3081\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u5b66\u6821\u306e\u5b66\u5247\u30fb\u5b66\u8cbb\u306e\u898f\u7a0b\u3068\u62c5\u5f53\u8005\u306e\u5224\u65ad\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002** 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