{"id":12469,"date":"2026-09-22T15:51:40","date_gmt":"2026-09-22T06:51:40","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/quality-incident-triage\/"},"modified":"2026-09-22T15:51:40","modified_gmt":"2026-09-22T06:51:40","slug":"quality-incident-triage","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/quality-incident-triage\/","title":{"rendered":"\u4e0d\u5177\u5408\u306e\u9023\u7d61\u3092\u53d7\u3051\u305f\u3068\u304d\u306e\u521d\u52d5\u8abf\u67fb\u3092\u3001\u8a72\u5f53\u30ed\u30c3\u30c8\u3068\u904e\u53bb\u306e\u985e\u4f3c\u4e8b\u4f8b\u304b\u3089\u307e\u3068\u3081\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u9867\u5ba2\u304b\u3089\u4e0d\u5177\u5408\u306e\u9023\u7d61\u304c\u5165\u3063\u305f\u76f4\u5f8c\u306e1\u6642\u9593\u3092\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002\u88fd\u9020\u756a\u53f7\u3092\u6e21\u3059\u3068\u3001\u751f\u7523\u7ba1\u7406\u30fb\u51fa\u8377\u30fb\u691c\u67fb\u8a18\u9332\u30fb\u904e\u53bb\u306e\u4e0d\u5177\u5408\u53f0\u5e33\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9806\u306b\u7167\u4f1a\u3057\u3001\u96c6\u3081\u305f\u4e8b\u5b9f\u3068\u985e\u4f3c\u4e8b\u4f8b\u3092\u51fa\u3069\u3053\u308d\u4ed8\u304d\u3067\u4e00\u6b21\u5831\u544a\u306e\u4e0b\u66f8\u304d\u306b\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0169","platform_main":"Claude","publish_date":"","last_updated":"2026-09-22","tech_verified_date":"2026-09-22","trigger":"**\u53d7\u4ed8\u30d5\u30a9\u30fc\u30e0\u306b\u30ec\u30b3\u30fc\u30c9\u304c1\u4ef6\u4f5c\u3089\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u4e0d\u5177\u5408\u306e\u9023\u7d61\u306f\u6642\u9593\u3092\u9078\u3070\u305a\u306b\u5165\u308b\u305f\u3081\u3001**\u5b9a\u6642\u5b9f\u884c\u306b\u306f\u3057\u307e\u305b\u3093\u3002** 1\u65e51\u56de\u306b\u3057\u305f\u77ac\u9593\u3001\u300c\u5831\u544a\u3092\u65e9\u304f\u51fa\u3059\u300d\u3068\u3044\u3046\u76ee\u7684\u304c\u5931\u308f\u308c\u307e\u3059\u3002\n\n\u5165\u529b\u9805\u76ee\u306f**\u88fd\u9020\u756a\u53f7\u3001\u75c7\u72b6\u306e\u6587\u7ae0\u3001\u9023\u7d61\u3092\u53d7\u3051\u305f\u65e5\u6642\u306e3\u3064\u3060\u3051**\u306b\u3057\u307e\u3059\u3002\u54c1\u756a\u3084\u9867\u5ba2\u540d\u306f\u88fd\u9020\u756a\u53f7\u304b\u3089\u5f15\u3051\u307e\u3059\u3002\u756a\u53f7\u304c\u805e\u304d\u53d6\u308c\u306a\u3044\u9023\u7d61\u3067\u306f\u8d77\u52d5\u305b\u305a\u3001\u53d7\u4ed8\u7968\u3060\u3051\u3092\u62c5\u5f53\u8005\u306b\u56de\u3057\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u5185\u5bb9 | \u88fd\u9020\u756a\u53f7\u3001\u75c7\u72b6\u306e\u6587\u7ae0\u3001\u9023\u7d61\u3092\u53d7\u3051\u305f\u65e5\u6642\u3001\u9023\u7d61\u306e\u7d4c\u8def | \u53d7\u4ed8\u30d5\u30a9\u30fc\u30e0 |\n| \u88fd\u9020\u5b9f\u7e3e\u3068\u30ed\u30c3\u30c8\u306e\u8fd1\u508d | \u30ed\u30c3\u30c8\u756a\u53f7\u3001\u54c1\u756a\u3001\u88fd\u9020\u65e5\u3001\u88fd\u9020\u30e9\u30a4\u30f3\u3001\u4f5c\u696d\u73ed\u3001\u6750\u6599\u30ed\u30c3\u30c8\u756a\u53f7\u3001\u524d\u5f8c\u304a\u3088\u3073\u540c\u65e5\u540c\u30e9\u30a4\u30f3\u306e\u30ed\u30c3\u30c8 | \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u51fa\u8377\u5b9f\u7e3e | \u51fa\u8377\u5148\u30b3\u30fc\u30c9\u3001\u51fa\u8377\u65e5\u3001\u6570\u91cf\u3001\u4f1d\u7968\u756a\u53f7 | \u51fa\u8377\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u691c\u67fb\u8a18\u9332\u3068\u5de5\u7a0b\u306e\u8a18\u9332 | \u691c\u67fb\u9805\u76ee\u3001\u898f\u683c\u5024\u3001\u6e2c\u5b9a\u5024\u3001\u5224\u5b9a\u3001\u691c\u67fb\u65e5\u3001\u8a2d\u5099\u756a\u53f7\u3001\u5de5\u7a0b\u6761\u4ef6\u306e\u5b9f\u7e3e\u5024\u3001\u30a2\u30e9\u30fc\u30e0\u5c65\u6b74 | \u691c\u67fb\u8a18\u9332\u30b7\u30b9\u30c6\u30e0\uff0f\u8a2d\u5099\u306e\u8a18\u9332 |\n| \u904e\u53bb\u306e\u4e0d\u5177\u5408 | \u4e0d\u5177\u5408\u756a\u53f7\u3001\u767a\u751f\u65e5\u3001\u75c7\u72b6\u3001\u539f\u56e0\u533a\u5206\u3001\u5bfe\u51e6\u3001\u518d\u767a\u9632\u6b62\u7b56 | \u904e\u53bb\u306e\u4e0d\u5177\u5408\u53f0\u5e33 |\n\n**\u3053\u306e\u69cb\u6210\u306e\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u300c\u88fd\u9020\u756a\u53f7\u3068\u30ed\u30c3\u30c8\u306e\u5bfe\u5fdc\u300d\u3067\u3059\u3002** \u3053\u3053\u304c\u7121\u3051\u308c\u3070\u6b8b\u308a\u3092\u6574\u3048\u3066\u3082\u59cb\u307e\u308a\u307e\u305b\u3093\u3002**\u9006\u306b\u3053\u3053\u3055\u3048\u3042\u308c\u3070\u3001\u4ed6\u306f\u30ed\u30c3\u30c8\u756a\u53f7\u3067\u4e32\u523a\u3057\u306b\u3067\u304d\u307e\u3059\u3002**","data_source":"**6\u3064\u306e\u30c4\u30fc\u30eb\u3092\u5b9a\u7fa9\u3057\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u9806\u306b\u547c\u3070\u305b\u307e\u3059\u3002** \u4e2d\u8eab\u306f\u3059\u3079\u3066\u3001\u81ea\u793e\u30d7\u30ed\u30b0\u30e9\u30e0\u304b\u3089\u306e\u8aad\u307f\u53d6\u308a\u5c02\u7528\u306e\u7167\u4f1a\u3067\u3059\u3002\n\n| \u9806 | \u30c4\u30fc\u30eb\u540d | \u7167\u4f1a\u5148 | \u5165\u529b | \u8fd4\u3059\u3082\u306e |\n|:--|:--|:--|:--|:--|\n| \u2460 | `lookup_lot_by_serial` | \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u88fd\u9020\u756a\u53f7 | \u30ed\u30c3\u30c8\u756a\u53f7\u3001\u54c1\u756a\u3001\u88fd\u9020\u65e5\u3001\u88fd\u9020\u30e9\u30a4\u30f3\u3001\u4f5c\u696d\u73ed\u3001\u6750\u6599\u30ed\u30c3\u30c8\u756a\u53f7 |\n| \u2461 | `expand_lot_range` | \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u30ed\u30c3\u30c8\u756a\u53f7\u3001\u5e83\u3052\u65b9 | \u95a2\u4fc2\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u30ed\u30c3\u30c8\u306e\u4e00\u89a7\u3068\u3001\u305d\u306e\u7406\u7531 |\n| \u2462 | `list_lot_shipments` | \u51fa\u8377\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u30ed\u30c3\u30c8\u756a\u53f7\u306e\u914d\u5217 | \u51fa\u8377\u5148\u30b3\u30fc\u30c9\u3001\u51fa\u8377\u65e5\u3001\u6570\u91cf\u3001\u4f1d\u7968\u756a\u53f7 |\n| \u2463 | `get_inspection_records` | \u691c\u67fb\u8a18\u9332\u30b7\u30b9\u30c6\u30e0 | \u30ed\u30c3\u30c8\u756a\u53f7\u306e\u914d\u5217 | \u691c\u67fb\u9805\u76ee\u3001\u898f\u683c\u5024\u3001\u6e2c\u5b9a\u5024\u3001\u5224\u5b9a\u3001\u691c\u67fb\u65e5 |\n| \u2464 | `get_process_records` | \u8a2d\u5099\u30fb\u5de5\u7a0b\u306e\u8a18\u9332 | \u30ed\u30c3\u30c8\u756a\u53f7\u3001\u88fd\u9020\u65e5 | \u8a2d\u5099\u756a\u53f7\u3001\u5de5\u7a0b\u6761\u4ef6\u306e\u5b9f\u7e3e\u5024\u3001\u30a2\u30e9\u30fc\u30e0\u5c65\u6b74 |\n| \u2465 | `search_past_incidents` | \u904e\u53bb\u306e\u4e0d\u5177\u5408\u53f0\u5e33 | \u691c\u7d22\u8a9e\u3001\u54c1\u756a\u3001\u671f\u9593 | \u4e0d\u5177\u5408\u756a\u53f7\u3001\u767a\u751f\u65e5\u3001\u75c7\u72b6\u3001\u539f\u56e0\u533a\u5206\u3001\u5bfe\u51e6 |\n\n\u30c4\u30fc\u30eb\u5b9a\u7fa9\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u66f8\u304d\u307e\u3059\u3002\n\n```json\n{\n  \"name\": \"lookup_lot_by_serial\",\n  \"description\": \"\u88fd\u9020\u756a\u53f7\u304b\u3089\u3001\u305d\u306e\u88fd\u54c1\u304c\u5c5e\u3059\u308b\u88fd\u9020\u30ed\u30c3\u30c8\u30921\u4ef6\u8fd4\u3059\u3002\u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u88fd\u9020\u5b9f\u7e3e\u30c6\u30fc\u30d6\u30eb\u3092\u7167\u4f1a\u3057\u3001\u30ed\u30c3\u30c8\u756a\u53f7\u30fb\u54c1\u756a\u30fb\u88fd\u9020\u65e5\u30fb\u88fd\u9020\u30e9\u30a4\u30f3\u30fb\u4f5c\u696d\u73ed\u30fb\u88fd\u9020\u6570\u91cf\u30fb\u6750\u6599\u30ed\u30c3\u30c8\u756a\u53f7\u3092\u8fd4\u3059\u3002\u5b9f\u7e3e\u306b\u5b58\u5728\u3057\u306a\u3044\u5834\u5408\u306f found \u3092 false \u306b\u3059\u308b\u3002\u4e0d\u5177\u5408\u306e\u8abf\u67fb\u3067\u306f\u6700\u521d\u306b\u3053\u306e\u30c4\u30fc\u30eb\u3092\u547c\u3076\u3053\u3068\u3002\u30ed\u30c3\u30c8\u756a\u53f7\u304c\u5206\u304b\u3089\u306a\u3044\u72b6\u614b\u3067\u4ed6\u306e\u30c4\u30fc\u30eb\u3092\u547c\u3093\u3067\u306f\u3044\u3051\u306a\u3044\u3002\",\n  \"strict\": true,\n  \"input_schema\": {\n    \"type\": \"object\",\n    \"properties\": {\n      \"serial_no\": {\n        \"type\": \"string\",\n        \"description\": \"\u9298\u677f\u306b\u523b\u5370\u3055\u308c\u305f\u88fd\u9020\u756a\u53f7\u3002\u82f1\u5b572\u6587\u5b57\u30fb\u6570\u5b574\u6841\u30fb\u6570\u5b576\u6841\u3092\u30cf\u30a4\u30d5\u30f3\u3067\u3064\u306a\u3050\u3002\u4f8b: PX-2409-018432\"\n      }\n    },\n    \"required\": [\"serial_no\"],\n    \"additionalProperties\": false\n  }\n}\n```\n\n**`description` \u306e\u66f8\u304d\u65b9\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u52b9\u304d\u307e\u3059\u3002** \u8aac\u660e\u6587\u306b\u306f\u3001**\uff081\uff09\u4f55\u3092\u8fd4\u3059\u304b \uff082\uff09\u3069\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u4f55\u3092\u7167\u4f1a\u3059\u308b\u304b \uff083\uff09\u3044\u3064\u547c\u3076\u304b \uff084\uff09\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u3069\u3046\u306a\u308b\u304b** \u306e4\u3064\u3092\u66f8\u304d\u307e\u3059\u3002\u300c\u30ed\u30c3\u30c8\u3092\u8abf\u3079\u308b\u300d\u3060\u3051\u3067\u306f\u547c\u3076\u9806\u756a\u304c\u5b89\u5b9a\u3057\u307e\u305b\u3093\u3002\u5165\u529b\u306e\u66f8\u5f0f\u3092\u4f8b\u3064\u304d\u3067\u66f8\u304f\u306e\u3082\u3001\u5f8c\u8ff0\u3059\u308b\u300c\u8db3\u308a\u306a\u3044\u5f15\u6570\u3092\u52dd\u624b\u306b\u88dc\u3046\u300d\u3078\u306e\u5bfe\u7b56\u3067\u3059\u3002\n\n`expand_lot_range` \u306f `lot_no` \u3068 `scope` \u3092 `required` \u306b\u3057\u3001`scope` \u3092 `[\"adjacent\", \"same_day_line\", \"same_material\"]` \u306e `enum` \u3067\u6301\u305f\u305b\u307e\u3059\u3002**\u8aac\u660e\u6587\u306b\u300c3\u3064\u306e scope \u3092\u3059\u3079\u3066\u547c\u3073\u3001\u91cd\u8907\u3092\u9664\u3044\u305f\u4e00\u89a7\u3092\u4f5c\u308b\u3053\u3068\u300d\u300c\u7bc4\u56f2\u3092\u81ea\u5206\u306e\u5224\u65ad\u3067\u72ed\u3081\u3066\u306f\u3044\u3051\u306a\u3044\u300d\u3068\u66f8\u304d\u307e\u3059\u3002** \u5e83\u3052\u65b9\u306e\u5b9a\u7fa9\u3092\u30c4\u30fc\u30eb\u5074\u306b\u7f6e\u304f\u306e\u304c\u306d\u3089\u3044\u3067\u3059\u3002\n\n**\u2462\u304b\u3089\u2465\u306f\u3001\u2461\u304c\u7d42\u308f\u3063\u305f\u3042\u3068\u306a\u3089\u540c\u6642\u306b\u547c\u3079\u307e\u3059\u3002** \u30c4\u30fc\u30eb\u30921\u3064\u305a\u3064\u3057\u304b\u547c\u3070\u305b\u305f\u304f\u306a\u3044\u5834\u5408\u306f `tool_choice` \u306b `{\"type\": \"auto\", \"disable_parallel_tool_use\": true}` \u3092\u6307\u5b9a\u3057\u307e\u3059\u304c\u3001**\u3053\u3053\u3067\u306f\u6307\u5b9a\u3057\u307e\u305b\u3093\u3002\u65e9\u304f\u51fa\u3059\u3053\u3068\u304c\u76ee\u7684\u3067\u3059\u3002**","preprocessing":"1. **\u88fd\u9020\u756a\u53f7\u306e\u66f8\u5f0f\u691c\u8a3c** \u2026 \u6b63\u898f\u8868\u73fe\u3067\u78ba\u304b\u3081\u3001**\u5408\u308f\u306a\u3051\u308c\u3070\u8d77\u52d5\u3057\u307e\u305b\u3093**\n2. **\u75c7\u72b6\u306e\u6587\u7ae0\u306e\u6574\u5f62** \u2026 \u6328\u62f6\u3084\u7d4c\u7def\u3092\u843d\u3068\u3057\u3001\u75c7\u72b6\u306e\u8a18\u8ff0\u3060\u3051\u3092\u6b8b\u3057\u307e\u3059\n3. **\u691c\u7d22\u8a9e\u306e\u7d44\u307f\u7acb\u3066** \u2026 \u300c\u52d5\u304b\u306a\u3044\u300d\u306b\u5bfe\u3059\u308b\u300c\u8d77\u52d5\u4e0d\u826f\u300d\u300c\u901a\u96fb\u3057\u306a\u3044\u300d\u3092\u5bfe\u5fdc\u8868\u304b\u3089\u5f15\u304d\u307e\u3059\n4. **\u9867\u5ba2\u540d\u306e\u4f0f\u305b\u5b57\u5316** \u2026 \u9867\u5ba2\u540d\u3068\u62c5\u5f53\u8005\u540d\u3092 `CUST_A` \u306e\u3088\u3046\u306a\u7b26\u53f7\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\n5. **\u7167\u4f1a\u4ef6\u6570\u306e\u4e0a\u9650\u8a2d\u5b9a** \u2026 \u4e0a\u9650\u3092\u8a2d\u3051\u3001\u9054\u3057\u305f\u5834\u5408\u306f\u305d\u306e\u65e8\u3092\u7d50\u679c\u306b\u542b\u3081\u307e\u3059\n6. **\u540c\u4e00\u9023\u7d61\u306e\u691c\u77e5** \u2026 \u540c\u3058\u88fd\u9020\u756a\u53f7\u3067\u76f4\u8fd1\u306b\u8abf\u67fb\u6e08\u307f\u306a\u3089\u3001\u305d\u306e\u8abf\u67fb\u756a\u53f7\u3092\u6e21\u3057\u307e\u3059","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u300c\u8abf\u3079\u308b\u624b\u9806\u300d\u3092\u305f\u3069\u308b\u3053\u3068\u3068\u3001\u96c6\u307e\u3063\u305f\u4e8b\u5b9f\u3092\u4e26\u3079\u308b\u3053\u3068\u306e2\u3064\u3060\u3051\u3067\u3059\u3002** 6\u3064\u306e\u30c4\u30fc\u30eb\u3092\u9806\u306b\u547c\u3073\u3001\u53f0\u5e33\u306e\u691c\u7d22\u304c\u7a7a\u632f\u308a\u3057\u305f\u3089\u8a00\u3044\u63db\u3048\u3092\u8a66\u3057\u3001\u904e\u53bb\u306e\u4e8b\u4f8b\u304b\u3089\u75c7\u72b6\u3068\u54c1\u756a\u304c\u8fd1\u3044\u3082\u306e\u3092\u9078\u3073\u3001\u96c6\u3081\u305f\u5024\u3092\u51fa\u3069\u3053\u308d\u4ed8\u304d\u3067\u4e26\u3079\u3001\u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u6b20\u3051\u3068\u3057\u3066\u66f8\u304d\u51fa\u3057\u3001\u6b21\u306b\u78ba\u304b\u3081\u308b\u3053\u3068\u3092\u5019\u88dc\u3068\u3057\u3066\u51fa\u3057\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u539f\u56e0\u306e\u63a8\u5b9a | \u63a8\u5b9a\u306b\u5f15\u304d\u305a\u3089\u308c\u3066\u78ba\u8a8d\u306e\u9806\u756a\u304c\u6c7a\u307e\u308b\u3002**\u51fa\u529b\u30b9\u30ad\u30fc\u30de\u306b\u539f\u56e0\u3092\u66f8\u304f\u6b04\u3092\u4f5c\u3089\u306a\u3044** |\n| \u30ed\u30c3\u30c8\u7bc4\u56f2\u306e\u7d5e\u308a\u8fbc\u307f | \u5b89\u5168\u5074\u306b\u5012\u3059\u305f\u3081\u3002**\u5e83\u3052\u308b\u306e\u306f\u6a5f\u68b0\u3001\u7d5e\u308b\u306e\u306f\u4eba** |\n| \u51fa\u8377\u3092\u6b62\u3081\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad | \u9867\u5ba2\u3068\u306e\u95a2\u4fc2\u3068\u5728\u5eab\u306e\u72b6\u6cc1\u3092\u898b\u3066\u3001\u4eba\u304c\u6c7a\u3081\u308b\u3053\u3068 |\n| \u6570\u5024\u306e\u8a08\u7b97\u30fb\u4e38\u3081 | \u6e2c\u5b9a\u5024\u3001\u6570\u91cf\u3001\u898f\u683c\u5024\u306f\u7167\u4f1a\u7d50\u679c\u3092\u305d\u306e\u307e\u307e\u8f09\u305b\u308b |\n| \u9867\u5ba2\u3078\u306e\u9023\u7d61\u6587\u306e\u4f5c\u6210 | \u3053\u306e\u69cb\u6210\u306e\u7bc4\u56f2\u5916\u3002\u4e00\u6b21\u5831\u544a\u306f\u793e\u5185\u5411\u3051 |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002\u78ba\u5b9f\u306a\u306e\u306f\u3001\u51fa\u529b\u306e\u30b9\u30ad\u30fc\u30de\u306b\u539f\u56e0\u3092\u66f8\u304f\u5834\u6240\u3092\u4f5c\u3089\u306a\u3044\u3053\u3068\u3067\u3059\u3002** structured outputs \u306f `additionalProperties: false` \u306b\u5bfe\u5fdc\u3057\u3001\u5236\u7d04\u4ed8\u304d\u30c7\u30b3\u30fc\u30c9\u3067\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306e\u5fdc\u7b54\u304c\u4fdd\u8a3c\u3055\u308c\u307e\u3059\u3002**\u30b9\u30ad\u30fc\u30de\u306b\u7121\u3044\u9805\u76ee\u306f\u51fa\u529b\u3067\u304d\u307e\u305b\u3093\u3002** \u305f\u3060\u3057\u81ea\u7531\u6587\u306b\u63a8\u5b9a\u304c\u6df7\u3058\u308b\u3053\u3068\u306f\u3042\u308b\u306e\u3067\u3001\u305d\u3053\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u7e1b\u308a\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u88fd\u9020\u696d\u306e\u54c1\u8cea\u7ba1\u7406\u90e8\u9580\u3067\u3001\u4e0d\u5177\u5408\u306e\u521d\u52d5\u8abf\u67fb\u3092\u652f\u63f4\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u4e0e\u3048\u3089\u308c\u305f\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u4e8b\u5b9f\u3092\u96c6\u3081\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8abf\u3079\u308b\u624b\u9806\u3011\n1. lookup_lot_by_serial \u306b\u88fd\u9020\u756a\u53f7\u3092\u6e21\u3057\u3001\u30ed\u30c3\u30c8\u3092\u7279\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n   found \u304c false \u306e\u3068\u304d\u306f\u3001\u305d\u3053\u3067\u6b62\u3081\u3066 data_gaps \u306b\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n   \u4ed6\u306e\u30c4\u30fc\u30eb\u3092\u547c\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n2. expand_lot_range \u3092 scope \u3092\u5909\u3048\u30663\u56de\u547c\u3073\u3001\n   \u95a2\u4fc2\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u30ed\u30c3\u30c8\u3092\u3059\u3079\u3066\u96c6\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n   \u7bc4\u56f2\u3092\u81ea\u5206\u306e\u5224\u65ad\u3067\u72ed\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n   \u300c\u95a2\u4fc2\u306a\u3055\u305d\u3046\u3060\u300d\u3068\u601d\u3063\u3066\u3082\u3001\u4e00\u89a7\u304b\u3089\u5916\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n3. 1\u30682\u3067\u5f97\u305f\u30ed\u30c3\u30c8\u756a\u53f7\u306b\u3064\u3044\u3066\u3001list_lot_shipments\uff08\u3069\u3053\u306b\u4f55\u500b\u51fa\u3066\u3044\u308b\u304b\uff09\u3001\n   get_inspection_records\uff08\u691c\u67fb\u8a18\u9332\uff09\u3001get_process_records\uff08\u5de5\u7a0b\u306e\u8a18\u9332\uff09\u3001\n   search_past_incidents\uff08\u904e\u53bb\u306b\u4f3c\u305f\u4e0d\u5177\u5408\uff09\u306e4\u3064\u3092\u8abf\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n4. search_past_incidents \u304c0\u4ef6\u306e\u3068\u304d\u306f\u3001\u6e21\u3055\u308c\u305f\u8a00\u3044\u63db\u3048\u306e\u691c\u7d22\u8a9e\u3092\n   \u9806\u306b\u8a66\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3059\u3079\u3066\u8a66\u3057\u30660\u4ef6\u306a\u3089\u30010\u4ef6\u3060\u3063\u305f\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u4e0d\u5177\u5408\u306e\u539f\u56e0\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u63a8\u5b9a\u3082\u3001\u53ef\u80fd\u6027\u306e\u793a\u5506\u3082\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u301c\u304c\u539f\u56e0\u3068\u8003\u3048\u3089\u308c\u308b\u300d\u300c\u301c\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u300d\u3068\u66f8\u3044\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\n  similarity_reason \u306b\u306f\u3001\u75c7\u72b6\u3068\u54c1\u756a\u306e\u3069\u3053\u304c\u4e00\u81f4\u3057\u305f\u304b\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u30c4\u30fc\u30eb\u304c\u8fd4\u3057\u305f\u5024\u4ee5\u5916\u306e\u6570\u5024\u30fb\u65e5\u4ed8\u30fb\u30ed\u30c3\u30c8\u756a\u53f7\u30fb\u51fa\u8377\u5148\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u56db\u6368\u4e94\u5165\u3082\u3001\u5358\u4f4d\u306e\u5909\u63db\u3082\u3001\u6982\u7b97\u3078\u306e\u8a00\u3044\u63db\u3048\u3082\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u3059\u3079\u3066\u306e\u4e8b\u5b9f\u306b source \u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u3069\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u3001\u3069\u306e\u30ec\u30b3\u30fc\u30c9\u304b\u300d\u304c\u5206\u304b\u308b\u5f62\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4f8b: \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\/\u88fd\u9020\u5b9f\u7e3e\/LOT-2409-0182\n- \u30c4\u30fc\u30eb\u304c\u5024\u3092\u8fd4\u3055\u306a\u304b\u3063\u305f\u9805\u76ee\u306f\u3001\u7a7a\u306e\u307e\u307e\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  data_gaps \u306b\u300c\u3069\u306e\u30c4\u30fc\u30eb\u304c\u3001\u306a\u305c\u8fd4\u3055\u306a\u304b\u3063\u305f\u304b\u300d\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u7a7a\u6b04\u3092\u57cb\u3081\u308b\u305f\u3081\u306b\u3001\u4ed6\u306e\u9805\u76ee\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u51fa\u8377\u3092\u6b62\u3081\u308b\u3079\u304d\u304b\u3069\u3046\u304b\u3001\u5bfe\u5fdc\u306e\u8981\u5426\u3084\u7dca\u6025\u5ea6\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- next_checks \u306b\u306f\u300c\u4f55\u3092\u300d\u300c\u306a\u305c\u300d\u300c\u8ab0\u304c\u300d\u300c\u3069\u3053\u3067\u300d\u306e4\u3064\u3092\u305d\u308d\u3048\u3001\n  \u305d\u3053\u306b\u539f\u56e0\u306e\u63a8\u5b9a\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d7\u4ed8\u5185\u5bb9\u3011{intake}\n\u3010\u53f0\u5e33\u691c\u7d22\u7528\u306e\u8a00\u3044\u63db\u3048\u3011{search_terms}\n\u3010\u904e\u53bb\u306b\u540c\u3058\u88fd\u9020\u756a\u53f7\u3067\u8abf\u67fb\u3057\u305f\u8a18\u9332\u3011{past_investigation}\n```\n\n**\u300c\u539f\u56e0\u3092\u66f8\u304b\u306a\u3044\u300d\u30923\u56de\u306b\u5206\u3051\u3066\u66f8\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u66f8\u304d\u65b9\u3092\u5909\u3048\u3066\u51fa\u3066\u304f\u308b\u305f\u3081\u3067\u3059\u3002** \u300c\u539f\u56e0\u300d\u3092\u7981\u3058\u308b\u3068\u300c\u8981\u56e0\u300d\u3068\u66f8\u304d\u3001\u305d\u308c\u3082\u7981\u3058\u308b\u3068\u300c\u50be\u5411\u3068\u3057\u3066\u300d\u3068\u66f8\u304d\u59cb\u3081\u307e\u3059\u3002**\u7981\u6b62\u3059\u308b\u5bfe\u8c61\u306f\u8a00\u8449\u3067\u306f\u306a\u304f\u3001\u6587\u306e\u5f62\u3067\u793a\u3057\u307e\u3059\u3002**\n\n**\u300c\u7bc4\u56f2\u3092\u72ed\u3081\u306a\u3044\u300d\u3068\u300c0\u4ef6\u3060\u3063\u305f\u3068\u66f8\u304f\u300d\u3082\u5fc5\u8981\u3067\u3059\u3002** \u4f55\u3082\u8a00\u308f\u306a\u3044\u3068\u3001\u95a2\u4fc2\u304c\u8584\u305d\u3046\u306a\u30ed\u30c3\u30c8\u3092\u6c17\u3092\u5229\u304b\u305b\u3066\u843d\u3068\u3057\u3001\u4f3c\u305f\u4e8b\u4f8b\u304c\u7121\u3044\u3068\u304d\u306f\u4e00\u822c\u7684\u306a\u4e8b\u4f8b\u3092\u6301\u3061\u51fa\u3057\u307e\u3059\u3002**\u843d\u3068\u3055\u308c\u305f\u3053\u3068\u306f\u51fa\u529b\u304b\u3089\u5206\u304b\u308a\u307e\u305b\u3093\u3002**","output_data":"**`output_config.format` \u306b\u3001\u6b21\u306eJSON\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"intake_id\": \"\", \"serial_no\": \"\", \"reported_symptom\": \"\",\n  \"identified_lot\": { \"found\": true, \"lot_no\": \"\", \"part_no\": \"\", \"production_date\": \"\",\n    \"line\": \"\", \"shift\": \"\", \"material_lot_no\": \"\", \"source\": \"\" },\n  \"lot_range\": [\n    { \"lot_no\": \"\", \"scope\": \"target | adjacent | same_day_line | same_material\", \"source\": \"\" }\n  ],\n  \"shipments\": [\n    { \"lot_no\": \"\", \"customer_code\": \"\", \"ship_date\": \"\", \"quantity\": 0, \"slip_no\": \"\", \"source\": \"\" }\n  ],\n  \"inspection_records\": [\n    { \"lot_no\": \"\", \"item\": \"\", \"spec\": \"\", \"measured\": \"\", \"judgment\": \"\", \"source\": \"\" }\n  ],\n  \"process_records\": [\n    { \"lot_no\": \"\", \"equipment\": \"\", \"condition\": \"\", \"value\": \"\", \"alarm\": \"\", \"source\": \"\" }\n  ],\n  \"similar_past_cases\": [\n    { \"incident_no\": \"\", \"occurred_on\": \"\", \"symptom\": \"\", \"cause_category\": \"\",\n      \"action_taken\": \"\", \"similarity_reason\": \"\", \"source\": \"\" } ],\n  \"next_checks\": [ { \"what\": \"\", \"why\": \"\", \"who\": \"\", \"where\": \"\" } ],\n  \"data_gaps\": [ { \"tool\": \"\", \"reason\": \"\" } ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u539f\u56e0\u3092\u66f8\u304f\u5834\u6240\u3092\u4f5c\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u3053\u306e\u30b9\u30ad\u30fc\u30de\u306b\u306f `cause` \u3082 `root_cause` \u3082\u3042\u308a\u307e\u305b\u3093\u3002`similar_past_cases` \u306e `cause_category` \u306f**\u904e\u53bb\u306e\u4e8b\u4f8b\u306b\u8a18\u9332\u3055\u308c\u3066\u3044\u308b\u539f\u56e0\u533a\u5206**\u3067\u3042\u3063\u3066\u3001\u4eca\u56de\u306e\u539f\u56e0\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n**2\u3064\u76ee\u306f\u3001\u51fa\u3069\u3053\u308d\u306e\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u3059\u3079\u3066\u306e\u4e8b\u5b9f\u306b `source` \u304c\u4ed8\u304f\u306e\u3067\u3001\u62c5\u5f53\u8005\u306f\u300c\u3053\u306e\u6e2c\u5b9a\u5024\u306f\u3069\u306e\u30ec\u30b3\u30fc\u30c9\u304b\u300d\u30921\u884c\u3067\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002**\u672c\u6587\u3060\u3051\u3067\u306f\u5024\u3054\u3068\u306b\u5143\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u304f\u3053\u3068\u306b\u306a\u308a\u3001\u78ba\u8a8d\u304c\u5143\u306e30\u5206\u306b\u623b\u308a\u307e\u3059\u30023\u3064\u76ee\u306f\u3001`lot_range` \u3068 `shipments` \u304b\u3089\u300c\u6b62\u3081\u308b\u5019\u88dc\u306e\u51fa\u8377\u4f1d\u7968\u306e\u4e00\u89a7\u300d\u3092\u6a5f\u68b0\u3067\u4f5c\u308c\u308b\u3053\u3068\u3067\u3059\u3002**\n\n\u4f7f\u3048\u308bJSON Schema\u306e\u6a5f\u80fd\u306b\u306f\u7bc4\u56f2\u304c\u3042\u308a\u307e\u3059\u3002`enum`\u3001`const`\u3001`required`\u3001`additionalProperties: false`\u3001`$ref` \u3084 `$def` \u306f\u4f7f\u3048\u307e\u3059\u304c\u3001**`minimum`\uff0f`maximum`\u3001`minLength`\uff0f`maxLength` \u306f\u4f7f\u3048\u305a\u3001\u66f8\u304f\u3068400\u30a8\u30e9\u30fc\u306b\u306a\u308a\u307e\u3059\u3002** \u6570\u5024\u306e\u7bc4\u56f2\u306e\u691c\u8a3c\u306f\u5f8c\u6bb5\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30fc\u30e0 | Power Automate \u306e\u30c8\u30ea\u30ac\u30fc | \u53d7\u4ed8\u30ec\u30b3\u30fc\u30c9\u306e\u4f5c\u6210\u3092\u691c\u77e5\u3059\u308b |\n| \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff0f\u51fa\u8377\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u8aad\u307f\u53d6\u308a\u5c02\u7528\u306eAPI\u307e\u305f\u306f\u30d3\u30e5\u30fc | \u88fd\u9020\u5b9f\u7e3e\u3001\u30ed\u30c3\u30c8\u306e\u8fd1\u508d\u3001\u51fa\u8377\u5b9f\u7e3e\u3092\u8fd4\u3059 |\n| \u691c\u67fb\u8a18\u9332\u30b7\u30b9\u30c6\u30e0\uff0f\u8a2d\u5099\u30fb\u5de5\u7a0b\u306e\u8a18\u9332 | \u8aad\u307f\u53d6\u308a\u5c02\u7528\u306eAPI\u307e\u305f\u306fCSV\u51fa\u529b | \u691c\u67fb\u6210\u7e3e\u3001\u5de5\u7a0b\u6761\u4ef6\u3001\u30a2\u30e9\u30fc\u30e0\u5c65\u6b74\u3092\u8fd4\u3059 |\n| \u904e\u53bb\u306e\u4e0d\u5177\u5408\u53f0\u5e33 | \u691c\u7d22API\uff08\u5168\u6587\u691c\u7d22\uff09 | \u691c\u7d22\u8a9e\u3067\u306e\u904e\u53bb\u4e8b\u4f8b\u3092\u8fd4\u3059 |\n| Claude API | \u30c4\u30fc\u30eb\u5229\u7528\u3068 structured outputs | \u624b\u9806\u3092\u305f\u3069\u308a\u3001\u4e8b\u5b9f\u3092JSON\u3067\u8fd4\u3059 |\n\n**\u3059\u3079\u3066\u306e\u7167\u4f1a\u3092\u8aad\u307f\u53d6\u308a\u5c02\u7528\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u691c\u67fb\u8a18\u9332\u3068\u5de5\u7a0b\u306e\u8a18\u9332\u306f\u65e5\u6b21\u306eCSV\u3067\u3082\u304b\u307e\u3044\u307e\u305b\u3093\u304c\u3001**\u88fd\u9020\u5b9f\u7e3e\u3068\u51fa\u8377\u5b9f\u7e3e\u306f\u3001\u305d\u306e\u65e5\u306e\u30c7\u30fc\u30bf\u304c\u898b\u3048\u306a\u3044\u3068\u610f\u5473\u304c\u3042\u308a\u307e\u305b\u3093\u3002**","human_review":"**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002\u78ba\u8a8d\u305b\u305a\u306b\u5831\u544a\u3092\u51fa\u3059\u8a2d\u8a08\u306b\u3057\u307e\u305b\u3093\u3002**\n\n1. **\u4e8b\u5b9f\u306e\u51fa\u3069\u3053\u308d\u3092\u78ba\u304b\u3081\u308b** \u2026 `source` \u306e\u30ec\u30b3\u30fc\u30c9\u3092\u958b\u304d\u3001**\u51fa\u8377\u6570\u91cf\u30fb\u6e2c\u5b9a\u5024\u30fb\u88fd\u9020\u65e5\u306e3\u3064\u306f\u5fc5\u305a\u898b\u307e\u3059**\n2. **\u30ed\u30c3\u30c8\u7bc4\u56f2\u3092\u7d5e\u308b** \u2026 \u75c7\u72b6\u3068\u95a2\u4fc2\u3057\u306a\u3044\u30ed\u30c3\u30c8\u3092\u5916\u3057\u3001**\u5916\u3057\u305f\u7406\u7531\u3092\u8a18\u9332\u306b\u6b8b\u3057\u307e\u3059**\n3. **\u6b21\u306b\u78ba\u304b\u3081\u308b\u3053\u3068\u3092\u6c7a\u3081\u308b** \u2026 `next_checks` \u306f\u5019\u88dc\u3067\u3059\u3002**\u9806\u756a\u3068\u62c5\u5f53\u3092\u6c7a\u3081\u308b\u306e\u306f\u4eba\u3067\u3059**\n\n**2\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u4e2d\u5fc3\u306e\u4f5c\u696d\u3067\u3059\u3002** \u6a5f\u68b0\u306f\u5e83\u3052\u308b\u3060\u3051\u5e83\u3052\u3001\u4eba\u304c\u7d5e\u308a\u307e\u3059\u3002**\u7d5e\u308b\u5224\u65ad\u306b\u306f\u3001\u300c\u540c\u3058\u6750\u6599\u30ed\u30c3\u30c8\u3067\u3082\u3001\u3053\u306e\u5de5\u7a0b\u3092\u901a\u3063\u3066\u3044\u308c\u3070\u5f71\u97ff\u3057\u306a\u3044\u300d\u3068\u3044\u3063\u305f\u73fe\u5834\u306e\u77e5\u8b58\u304c\u8981\u308a\u307e\u3059\u3002** \u305d\u306e\u77e5\u8b58\u3092\u6301\u3064\u4eba\u306e\u6642\u9593\u3092\u3053\u3053\u306b\u4f7f\u3048\u308b\u3088\u3046\u306b\u3059\u308b\u306e\u304c\u306d\u3089\u3044\u3067\u3059\u3002\n\n**\u78ba\u8a8d\u306e\u76ee\u6a19\u306f1\u4ef639\u5206\u3067\u3059\u3002** \u305d\u308c\u4ee5\u4e0a\u304b\u304b\u308b\u306a\u3089 `source` \u306e\u7c92\u5ea6\u304c\u7c97\u3044\u304b\u3001`lot_range` \u304c\u5e83\u3059\u304e\u307e\u3059\u3002**\u5e83\u3059\u304e\u308b\u5834\u5408\u306f `expand_lot_range` \u306e\u7bc4\u56f2\u306e\u5b9a\u7fa9\u3092\u898b\u76f4\u3057\u307e\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u72ed\u3081\u3055\u305b\u308b\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u88fd\u9020\u756a\u53f7\u304c\u805e\u304d\u53d6\u308c\u3066\u3044\u306a\u3044 | **\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8d77\u52d5\u3057\u306a\u3044\u3002** \u53d7\u4ed8\u7968\u3060\u3051\u3092\u62c5\u5f53\u8005\u306b\u56de\u3059 |\n| \u88fd\u9020\u756a\u53f7\u304c\u88fd\u9020\u5b9f\u7e3e\u306b\u5b58\u5728\u3057\u306a\u3044 | `found` \u3092 false \u306b\u3057\u3066\u6b62\u3081\u308b\u3002**\u4ed6\u306e\u30c4\u30fc\u30eb\u3092\u547c\u3070\u305b\u306a\u3044** |\n| \u5f15\u6570\u304c\u8db3\u308a\u306a\u3044\u306e\u306b\u30c4\u30fc\u30eb\u304c\u547c\u3070\u308c\u308b | `required` \u3068 `strict: true` \u306b\u52a0\u3048\u3001**\u30c4\u30fc\u30eb\u5074\u3067\u3082\u66f8\u5f0f\u3092\u691c\u8a3c\u3057\u3066\u30a8\u30e9\u30fc\u3092\u8fd4\u3059** |\n| \u51fa\u8377\u5b9f\u7e3e\u304c\u4e0a\u9650\u3092\u8d85\u3048\u308b | `data_gaps` \u306b\u66f8\u304d\u3001**\u300c\u5168\u90e8\u898b\u305f\u300d\u3088\u3046\u306b\u898b\u305b\u306a\u3044** |\n| \u7167\u4f1a\u5148\u304c\u5fdc\u7b54\u3057\u306a\u3044\uff0f\u985e\u4f3c\u4e8b\u4f8b\u304c0\u4ef6 | \u7a7a\u306e\u307e\u307e\u8fd4\u3057**\u6b20\u3051\u3092\u660e\u793a\u3059\u308b\u3002** 0\u4ef6\u306f0\u4ef6\u3068\u66f8\u304b\u305b\u3001**\u4e00\u822c\u7684\u306a\u4e8b\u4f8b\u3092\u6301\u3061\u51fa\u3055\u305b\u306a\u3044** |\n| \u539f\u56e0\u306e\u63a8\u5b9a\u304c\u81ea\u7531\u6587\u306b\u6df7\u3058\u308b | \u300c\u8003\u3048\u3089\u308c\u308b\u300d\u300c\u53ef\u80fd\u6027\u304c\u3042\u308b\u300d\u3092\u6a5f\u68b0\u3067\u691c\u77e5\u3057\u3001\u8981\u78ba\u8a8d\u3068\u3057\u3066\u4e0a\u306b\u51fa\u3059 |\n\n**\u6700\u5f8c\u306e\u884c\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5236\u7d04\u306f\u5fc5\u305a\u3059\u308a\u629c\u3051\u308b\u306e\u3067\u3001**\u51fa\u529b\u306e\u5074\u3067\u3082\u6587\u672b\u8868\u73fe\u3092\u6a5f\u68b0\u3067\u691c\u77e5\u3057\u3001** \u5370\u3092\u4ed8\u3051\u3066\u62c5\u5f53\u8005\u304c\u5148\u306b\u8aad\u3080\u5f62\u306b\u3057\u307e\u3059\u3002","log_storage":"- \u53d7\u4ed8\u5185\u5bb9\uff08\u88fd\u9020\u756a\u53f7\u3001\u75c7\u72b6\u306e\u6587\u7ae0\u3001\u9023\u7d61\u3092\u53d7\u3051\u305f\u65e5\u6642\u3068\u7d4c\u8def\uff09\n- \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u547c\u3093\u3060\u30c4\u30fc\u30eb\u306e\u9806\u756a\u3068\u5f15\u6570\u3001\u5404\u30c4\u30fc\u30eb\u304c\u8fd4\u3057\u305f\u7d50\u679c\u3068JSON\u306e\u5168\u6587\n- **\u62c5\u5f53\u8005\u304c `lot_range` \u304b\u3089\u5916\u3057\u305f\u30ed\u30c3\u30c8\u3068\u3001\u5916\u3057\u305f\u7406\u7531**\n- \u4e00\u6b21\u5831\u544a\u306e\u78ba\u5b9a\u7248\u3068\u3001\u914d\u5e03\u3057\u305f\u5148\u3068\u65e5\u6642\n- \u5f8c\u65e5\u5224\u660e\u3057\u305f\u5b9f\u969b\u306e\u539f\u56e0\u3068\u3001\u305d\u306e\u3068\u304d\u306e\u5bfe\u51e6\n\n**3\u3064\u76ee\u30685\u3064\u76ee\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\u3068\u3001\u7d5e\u308b\u5224\u65ad\u306e\u57fa\u6e96\u3092\u898b\u76f4\u3059\u3079\u304d\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":5,"assumption_frequency":20,"assumption_workdays":20,"volume_month":20,"before_minutes_per_case":105,"after_minutes_per_case":39,"hourly_cost":4000,"before_hours_month":35,"after_hours_month":13,"saved_hours_month":22,"reduction_rate":63,"saved_hours_year":264,"annual_cost_effect":1056000,"summary":"\u9867\u5ba2\u304b\u3089\u4e0d\u5177\u5408\u306e\u9023\u7d61\u304c\u5165\u3063\u305f\u76f4\u5f8c\u306e1\u6642\u9593\u3092\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002\u88fd\u9020\u756a\u53f7\u3092\u6e21\u3059\u3068\u3001\u751f\u7523\u7ba1\u7406\u30fb\u51fa\u8377\u30fb\u691c\u67fb\u8a18\u9332\u30fb\u904e\u53bb\u306e\u4e0d\u5177\u5408\u53f0\u5e33\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9806\u306b\u7167\u4f1a\u3057\u3001\u96c6\u3081\u305f\u4e8b\u5b9f\u3068\u985e\u4f3c\u4e8b\u4f8b\u3092\u51fa\u3069\u3053\u308d\u4ed8\u304d\u3067\u4e00\u6b21\u5831\u544a\u306e\u4e0b\u66f8\u304d\u306b\u3057\u307e\u3059\u3002","before_flow":"1. \u55b6\u696d\u307e\u305f\u306f\u30e1\u30fc\u30eb\u3067\u4e0d\u5177\u5408\u306e\u9023\u7d61\u3092\u53d7\u3051\u3001\u53d7\u4ed8\u7968\u306b\u75c7\u72b6\u3068\u88fd\u9020\u756a\u53f7\u3092\u66f8\u304d\u53d6\u308b\n2. \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u88fd\u9020\u756a\u53f7\u304b\u3089\u88fd\u9020\u5b9f\u7e3e\u3092\u691c\u7d22\u3057\u3001\u30ed\u30c3\u30c8\u756a\u53f7\u3001\u54c1\u756a\u3001\u88fd\u9020\u65e5\u3001\u88fd\u9020\u30e9\u30a4\u30f3\u3001\u4f5c\u696d\u73ed\u3001\u4f7f\u7528\u3057\u305f\u6750\u6599\u30ed\u30c3\u30c8\u3092\u63a7\u3048\u308b\n3. \u51fa\u8377\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u51fa\u8377\u5b9f\u7e3e\u3092\u691c\u7d22\u3057\u3001\u51fa\u8377\u5148\u3001\u51fa\u8377\u65e5\u3001\u6570\u91cf\u3001\u4f1d\u7968\u756a\u53f7\u3092\u66f8\u304d\u51fa\u3059\uff08\u8907\u6570\u306e\u9867\u5ba2\u306b\u5206\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\uff09\n4. \u691c\u67fb\u8a18\u9332\u30b7\u30b9\u30c6\u30e0\u3067\u691c\u67fb\u6210\u7e3e\u8868\u3092\u63a2\u3057\u3001\u898f\u683c\u5024\u3068\u6e2c\u5b9a\u5024\u3092\u898b\u3066\u898f\u683c\u306b\u8fd1\u3044\u5024\u304c\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3059\u308b\n5. \u8a2d\u5099\u306e\u8a18\u9332\u3092\u958b\u304d\u3001\u305d\u306e\u88fd\u9020\u65e5\u306e\u305d\u306e\u30e9\u30a4\u30f3\u3067\u5de5\u7a0b\u6761\u4ef6\u306e\u5916\u308c\u3084\u30a2\u30e9\u30fc\u30e0\u304c\u7121\u304b\u3063\u305f\u304b\u3092\u898b\u308b\n6. \u904e\u53bb\u306e\u4e0d\u5177\u5408\u53f0\u5e33\u3067\u3001\u4f3c\u305f\u75c7\u72b6\u306e\u4e8b\u4f8b\u3092\u8a00\u8449\u3092\u5909\u3048\u306a\u304c\u3089\u4f55\u5ea6\u3082\u691c\u7d22\u3057\u3001\u5831\u544a\u66f8PDF\u3092\u958b\u3044\u3066\u539f\u56e0\u3068\u5bfe\u51e6\u3092\u8aad\u3080\n7. \u96c6\u3081\u305f\u5185\u5bb9\u3092\u4e00\u6b21\u5831\u544a\u306e\u69d8\u5f0f\u306b\u8ee2\u8a18\u3057\u3001\u4e0a\u9577\u306b\u63d0\u51fa\u3059\u308b\n\n**\uff08a\uff09\u30b7\u30b9\u30c6\u30e0\u3092\u884c\u304d\u6765\u3059\u308b\u6642\u9593\u304c\u3001\u305d\u306e\u307e\u307e\u5831\u544a\u306e\u9045\u308c\u306b\u306a\u308b\u3002** 2\u304b\u30896\u307e\u3067\u306f\u300c\u753b\u9762\u3092\u958b\u3044\u3066\u3001\u691c\u7d22\u3057\u3066\u3001\u5024\u3092\u66f8\u304d\u5199\u3059\u300d\u3060\u3051\u3067\u3059\u3002\u5224\u65ad\u306f\u4f55\u3082\u3057\u3066\u3044\u306a\u3044\u306e\u306b1\u6642\u9593\u4ee5\u4e0a\u304c\u6d88\u3048\u3001**\u305d\u306e\u9593\u3001\u8a72\u5f53\u30ed\u30c3\u30c8\u306e\u51fa\u8377\u306f\u6b62\u307e\u308a\u307e\u305b\u3093\u3002**\n\n**\uff08b\uff09\u3067\u304d\u308b\u4eba\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u3002** \u76ee\u5f53\u3066\u306e\u753b\u9762\u3092\u8ff7\u308f\u305a\u958b\u3051\u308b\u4eba\u304c5\u540d\u4e2d2\u540d\u3067\u3001**\u305d\u306e2\u540d\u304c\u4f11\u3093\u3060\u65e5\u306f\u521d\u52d5\u304c\u7fcc\u65e5\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u904e\u53bb\u306e\u985e\u4f3c\u4e8b\u4f8b\u304c\u51fa\u3066\u3053\u306a\u3044\u3002** \u53f0\u5e33\u306e\u691c\u7d22\u306f\u6587\u5b57\u5217\u306e\u4e00\u81f4\u3067\u3057\u304b\u5f15\u3051\u307e\u305b\u3093\u3002\u9867\u5ba2\u306f\u300c\u52d5\u304b\u306a\u3044\u300d\u3068\u8a00\u3044\u3001\u53f0\u5e33\u306b\u306f\u300c\u8d77\u52d5\u4e0d\u826f\u300d\u3068\u3042\u308a\u307e\u3059\u3002**\u8a00\u8449\u304c\u9055\u3046\u3060\u3051\u3067\u3001\u540c\u3058\u4e0d\u5177\u5408\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002**\n\n**\uff08d\uff09\u8a72\u5f53\u30ed\u30c3\u30c8\u306e\u7bc4\u56f2\u3092\u3001\u305d\u306e\u5834\u3067\u6c7a\u3081\u3066\u3057\u307e\u3046\u3002** \u6642\u9593\u304c\u306a\u3044\u306e\u3067\u4eca\u56de\u306e\u30ed\u30c3\u30c8\u3060\u3051\u3067\u5831\u544a\u3092\u51fa\u3057\u3001\u524d\u5f8c\u306e\u30ed\u30c3\u30c8\u3084\u540c\u3058\u6750\u6599\u30ed\u30c3\u30c8\u306e\u88fd\u54c1\u306f\u7bc4\u56f2\u304b\u3089\u843d\u3061\u307e\u3059\u3002**\u3042\u3068\u304b\u3089\u7bc4\u56f2\u3092\u5e83\u3052\u76f4\u3059\u3084\u308a\u76f4\u3057\u304c\u3001\u3044\u3061\u3070\u3093\u9ad8\u304f\u3064\u304d\u307e\u3059\u3002**","before_flow_steps":["\u55b6\u696d\u307e\u305f\u306f\u30e1\u30fc\u30eb\u3067\u4e0d\u5177\u5408\u306e\u9023\u7d61\u3092\u53d7\u3051\u3001\u53d7\u4ed8\u7968\u306b\u75c7\u72b6\u3068\u88fd\u9020\u756a\u53f7\u3092\u66f8\u304d\u53d6\u308b","\u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u88fd\u9020\u756a\u53f7\u304b\u3089\u88fd\u9020\u5b9f\u7e3e\u3092\u691c\u7d22\u3057\u3001\u30ed\u30c3\u30c8\u756a\u53f7\u3001\u54c1\u756a\u3001\u88fd\u9020\u65e5\u3001\u88fd\u9020\u30e9\u30a4\u30f3\u3001\u4f5c\u696d\u73ed\u3001\u4f7f\u7528\u3057\u305f\u6750\u6599\u30ed\u30c3\u30c8\u3092\u63a7\u3048\u308b","\u51fa\u8377\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u51fa\u8377\u5b9f\u7e3e\u3092\u691c\u7d22\u3057\u3001\u51fa\u8377\u5148\u3001\u51fa\u8377\u65e5\u3001\u6570\u91cf\u3001\u4f1d\u7968\u756a\u53f7\u3092\u66f8\u304d\u51fa\u3059\uff08\u8907\u6570\u306e\u9867\u5ba2\u306b\u5206\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\uff09","\u691c\u67fb\u8a18\u9332\u30b7\u30b9\u30c6\u30e0\u3067\u691c\u67fb\u6210\u7e3e\u8868\u3092\u63a2\u3057\u3001\u898f\u683c\u5024\u3068\u6e2c\u5b9a\u5024\u3092\u898b\u3066\u898f\u683c\u306b\u8fd1\u3044\u5024\u304c\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3059\u308b","\u8a2d\u5099\u306e\u8a18\u9332\u3092\u958b\u304d\u3001\u305d\u306e\u88fd\u9020\u65e5\u306e\u305d\u306e\u30e9\u30a4\u30f3\u3067\u5de5\u7a0b\u6761\u4ef6\u306e\u5916\u308c\u3084\u30a2\u30e9\u30fc\u30e0\u304c\u7121\u304b\u3063\u305f\u304b\u3092\u898b\u308b","\u904e\u53bb\u306e\u4e0d\u5177\u5408\u53f0\u5e33\u3067\u3001\u4f3c\u305f\u75c7\u72b6\u306e\u4e8b\u4f8b\u3092\u8a00\u8449\u3092\u5909\u3048\u306a\u304c\u3089\u4f55\u5ea6\u3082\u691c\u7d22\u3057\u3001\u5831\u544a\u66f8PDF\u3092\u958b\u3044\u3066\u539f\u56e0\u3068\u5bfe\u51e6\u3092\u8aad\u3080","\u96c6\u3081\u305f\u5185\u5bb9\u3092\u4e00\u6b21\u5831\u544a\u306e\u69d8\u5f0f\u306b\u8ee2\u8a18\u3057\u3001\u4e0a\u9577\u306b\u63d0\u51fa\u3059\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u53d7\u4ed8\u62c5\u5f53\u304c\u3001\u75c7\u72b6\u3068\u88fd\u9020\u756a\u53f7\u3092\u53d7\u4ed8\u30d5\u30a9\u30fc\u30e0\u306b\u5165\u529b\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u53d7\u4ed8\u30ec\u30b3\u30fc\u30c9\u306e\u4f5c\u6210\u3092\u304d\u3063\u304b\u3051\u306b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u52d5\u304d\u3001\u88fd\u9020\u756a\u53f7\u306e\u66f8\u5f0f\u3092\u691c\u8a3c\u3057\u3001\u75c7\u72b6\u306e\u6587\u7ae0\u3092\u6574\u3048\u3001\u9867\u5ba2\u540d\u3092\u4f0f\u305b\u5b57\u306b\u7f6e\u304d\u63db\u3048\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c `lookup_lot_by_serial` \u3092\u547c\u3073\u3001\u88fd\u9020\u756a\u53f7\u304b\u3089\u30ed\u30c3\u30c8\u3092\u7279\u5b9a\u3059\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c `expand_lot_range` \u3092\u547c\u3073\u3001**\u95a2\u4fc2\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u30ed\u30c3\u30c8\u3092\u5e83\u3081\u306b\u51fa\u3059**\n5. **\u3010\u81ea\u52d5\u3011** \u51fa\u8377\u5148\u30fb\u691c\u67fb\u8a18\u9332\u30fb\u5de5\u7a0b\u8a18\u9332\u30fb\u904e\u53bb\u306e\u985e\u4f3c\u4e8b\u4f8b\u306e4\u3064\u3092\u7167\u4f1a\u3059\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u96c6\u3081\u305f\u4e8b\u5b9f\u3092\u51fa\u3069\u3053\u308d\u4ed8\u304d\u3067JSON\u306b\u3057\u3001\u4f0f\u305b\u5b57\u3092\u623b\u3057\u3066\u4e00\u6b21\u5831\u544a\u306e\u69d8\u5f0f\u306b\u6d41\u3057\u8fbc\u3080\n7. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u4e8b\u5b9f\u306e\u51fa\u3069\u3053\u308d\u30921\u3064\u305a\u3064\u78ba\u304b\u3081\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u5e83\u3081\u306b\u51fa\u3055\u308c\u305f\u30ed\u30c3\u30c8\u7bc4\u56f2\u3092\u7d5e\u308b\n9. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u6b21\u306b\u78ba\u304b\u3081\u308b\u3053\u3068\u3092\u6c7a\u3081\u3066\u66f8\u304d\u8db3\u3059\n10. **\u3010\u4eba\u3011** \u4e00\u6b21\u5831\u544a\u3092\u78ba\u5b9a\u3057\u3001\u95a2\u4fc2\u90e8\u9580\u3078\u5171\u6709\u3059\u308b\n\n**4\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002\u3053\u306e\u69cb\u6210\u306f\u7bc4\u56f2\u3092\u5e83\u3081\u306b\u51fa\u3057\u307e\u3059\u3002** \u4eca\u56de\u306e\u30ed\u30c3\u30c8\u306b\u52a0\u3048\u3001\u524d\u5f8c\u306e\u30ed\u30c3\u30c8\u3001\u540c\u3058\u65e5\u306b\u540c\u3058\u30e9\u30a4\u30f3\u3067\u4f5c\u3063\u305f\u30ed\u30c3\u30c8\u3001\u540c\u3058\u6750\u6599\u30ed\u30c3\u30c8\u306e\u30ed\u30c3\u30c8\u307e\u3067\u4e00\u89a7\u306b\u51fa\u3057\u307e\u3059\u3002**\u5e83\u304f\u51fa\u3057\u3066\u4eba\u304c\u7d5e\u308b\u307b\u3046\u304c\u3001\u72ed\u304f\u51fa\u3057\u3066\u4eba\u304c\u5e83\u3052\u308b\u3088\u308a\u5b89\u5168\u3067\u3059\u3002** \u51fa\u8377\u3092\u6b62\u3081\u308b\u5224\u65ad\u306f\u3001\u7bc4\u56f2\u304c\u8db3\u308a\u306a\u3044\u3053\u3068\u3067\u5931\u6557\u3057\u307e\u3059\u3002\n\n**7\u756a\u76ee\u304b\u30899\u756a\u76ee\u3092\u81ea\u52d5\u5316\u3057\u306a\u3044\u3053\u3068\u304c\u3001\u3082\u3046\u4e00\u3064\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u51fa\u8377\u3092\u6b62\u3081\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u4e8b\u5b9f\u306e\u78ba\u304b\u3055\u3092\u4eba\u304c\u78ba\u304b\u3081\u305f\u3046\u3048\u3067\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u53d7\u4ed8\u62c5\u5f53\u304c\u3001\u75c7\u72b6\u3068\u88fd\u9020\u756a\u53f7\u3092\u53d7\u4ed8\u30d5\u30a9\u30fc\u30e0\u306b\u5165\u529b\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u53d7\u4ed8\u30ec\u30b3\u30fc\u30c9\u306e\u4f5c\u6210\u3092\u304d\u3063\u304b\u3051\u306b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u52d5\u304d\u3001\u88fd\u9020\u756a\u53f7\u306e\u66f8\u5f0f\u3092\u691c\u8a3c\u3057\u3001\u75c7\u72b6\u306e\u6587\u7ae0\u3092\u6574\u3048\u3001\u9867\u5ba2\u540d\u3092\u4f0f\u305b\u5b57\u306b\u7f6e\u304d\u63db\u3048\u308b","**\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c `lookup_lot_by_serial` \u3092\u547c\u3073\u3001\u88fd\u9020\u756a\u53f7\u304b\u3089\u30ed\u30c3\u30c8\u3092\u7279\u5b9a\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c `expand_lot_range` \u3092\u547c\u3073\u3001**\u95a2\u4fc2\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u30ed\u30c3\u30c8\u3092\u5e83\u3081\u306b\u51fa\u3059**","**\u3010\u81ea\u52d5\u3011** \u51fa\u8377\u5148\u30fb\u691c\u67fb\u8a18\u9332\u30fb\u5de5\u7a0b\u8a18\u9332\u30fb\u904e\u53bb\u306e\u985e\u4f3c\u4e8b\u4f8b\u306e4\u3064\u3092\u7167\u4f1a\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u96c6\u3081\u305f\u4e8b\u5b9f\u3092\u51fa\u3069\u3053\u308d\u4ed8\u304d\u3067JSON\u306b\u3057\u3001\u4f0f\u305b\u5b57\u3092\u623b\u3057\u3066\u4e00\u6b21\u5831\u544a\u306e\u69d8\u5f0f\u306b\u6d41\u3057\u8fbc\u3080","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u4e8b\u5b9f\u306e\u51fa\u3069\u3053\u308d\u30921\u3064\u305a\u3064\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u5e83\u3081\u306b\u51fa\u3055\u308c\u305f\u30ed\u30c3\u30c8\u7bc4\u56f2\u3092\u7d5e\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u6b21\u306b\u78ba\u304b\u3081\u308b\u3053\u3068\u3092\u6c7a\u3081\u3066\u66f8\u304d\u8db3\u3059","**\u3010\u4eba\u3011** \u4e00\u6b21\u5831\u544a\u3092\u78ba\u5b9a\u3057\u3001\u95a2\u4fc2\u90e8\u9580\u3078\u5171\u6709\u3059\u308b"],"architecture":"```\n\u9867\u5ba2\u304b\u3089\u306e\u4e0d\u5177\u5408\u306e\u9023\u7d61\uff08\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\uff09\n   \u2502  \u53d7\u4ed8\u62c5\u5f53\u304c\u88fd\u9020\u756a\u53f7\u3068\u75c7\u72b6\u3092\u53d7\u4ed8\u30d5\u30a9\u30fc\u30e0\u306b\u5165\u529b\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u53d7\u4ed8\u30ec\u30b3\u30fc\u30c9\u306e\u4f5c\u6210\nPower Automate\n   \u251c\u2500\u2500\u25b6 Python \u2500\u2500 \u88fd\u9020\u756a\u53f7\u306e\u66f8\u5f0f\u691c\u8a3c\uff0f\u75c7\u72b6\u6587\u306e\u6574\u5f62\uff0f\u9867\u5ba2\u540d\u306e\u4f0f\u305b\u5b57\u5316\n   \u25bc\nClaude API\uff08\u30c4\u30fc\u30eb\u5229\u7528\uff09\u2500\u2500 \u8abf\u3079\u308b\u624b\u9806\u306b\u305d\u3063\u3066\u9806\u306b\u7167\u4f1a\n   \u2502   \u2460 lookup_lot_by_serial  \u2500\u2500\u25b6 \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\n   \u2502   \u2461 expand_lot_range      \u2500\u2500\u25b6 \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08\u7bc4\u56f2\u3092\u5e83\u3081\u306b\u51fa\u3059\uff09\n   \u2502        \u251c\u2500\u2500\u25b6 \u2462 list_lot_shipments     \u2500\u2500\u25b6 \u51fa\u8377\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\n   \u2502        \u251c\u2500\u2500\u25b6 \u2463 get_inspection_records \u2500\u2500\u25b6 \u691c\u67fb\u8a18\u9332\u30b7\u30b9\u30c6\u30e0\n   \u2502        \u251c\u2500\u2500\u25b6 \u2464 get_process_records    \u2500\u2500\u25b6 \u8a2d\u5099\u30fb\u5de5\u7a0b\u306e\u8a18\u9332\n   \u2502        \u2514\u2500\u2500\u25b6 \u2465 search_past_incidents  \u2500\u2500\u25b6 \u904e\u53bb\u306e\u4e0d\u5177\u5408\u53f0\u5e33\n   \u2502             \uff08\u2462\u301c\u2465\u306f\u540c\u6642\u306b\u547c\u3079\u308b\uff09\n   \u25bc\nClaude API\uff08structured outputs\uff09\u2500\u2500 \u4e8b\u5b9f\u30fb\u985e\u4f3c\u4e8b\u4f8b\u30fb\u6b21\u306b\u78ba\u304b\u3081\u308b\u3053\u3068\u3092JSON\u3067\u8fd4\u3059\n   \u25bc\nPython \u2500\u2500 \u51fa\u3069\u3053\u308d\u306e\u7a81\u5408\uff0f\u4f0f\u305b\u5b57\u3092\u623b\u3059\uff0f\u4e00\u6b21\u5831\u544a\u306e\u4e0b\u66f8\u304d\u3092\u7d44\u3080\n   \u25bc\n\u3010\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u3011\u4e8b\u5b9f\u3092\u78ba\u304b\u3081\u308b\u30fb\u30ed\u30c3\u30c8\u7bc4\u56f2\u3092\u7d5e\u308b\u30fb\u6b21\u306e\u78ba\u8a8d\u5148\u3092\u6c7a\u3081\u308b\n   \u25bc\n\u4e00\u6b21\u5831\u544a\u306e\u78ba\u5b9a \u2500\u2500\u25b6 \u95a2\u4fc2\u90e8\u9580\u3078\u5171\u6709\uff0f\u4e0d\u5177\u5408\u53f0\u5e33\u3078\u767b\u9332\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u51e6\u7406 | Claude API | OpenAI API\u3001Gemini API |\n| \u96c6\u8a08 | Python | Google Apps Script |\n| \u9023\u643a | Power Automate | Make\u3001n8n |\n\n**\u65b0\u3057\u304f\u8db3\u3059\u306e\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u52d5\u304b\u3059\u90e8\u5206\u3068\u3001\u8aad\u307f\u53d6\u308a\u5c02\u7528\u306e\u7167\u4f1a\u53e3\u306e2\u3064\u3060\u3051\u3067\u3059\u3002\u571f\u53f0\u306f Claude API \u306e\u30c4\u30fc\u30eb\u5229\u7528\uff08tool use\uff09\u3067\u3059\u3002** \u95a2\u6570\u547c\u3073\u51fa\u3057\u3068\u3082\u547c\u3070\u308c\u3001**\u3069\u306e\u30c4\u30fc\u30eb\u3092\u547c\u3076\u304b\u306f\u3001\u4f9d\u983c\u5185\u5bb9\u3068\u30c4\u30fc\u30eb\u306e\u8aac\u660e\u6587\uff08description\uff09\u3092\u3082\u3068\u306b Claude \u304c\u6c7a\u3081\u307e\u3059\u3002** \u5b9a\u7fa9\u306f `name`\u3001`description`\u3001`input_schema`\uff08`type`\uff0f`properties`\uff0f`required` \u3092\u6301\u3064 JSON Schema\uff09\u3067\u66f8\u304d\u3001**`strict: true`** \u3067\u547c\u3073\u51fa\u3057\u304c\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306b\u306a\u308a\u307e\u3059\u3002\n\n**Claude \u304c\u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u76f4\u63a5\u3064\u306a\u304c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30c4\u30fc\u30eb\u306f\u81ea\u793e\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u52d5\u304d\u3001Claude \u306f `stop_reason: \"tool_use\"` \u3068 `tool_use` \u30d6\u30ed\u30c3\u30af\u3092\u8fd4\u3059\u3060\u3051\u3067\u3059\u3002**\u5b9f\u969b\u306b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u53e9\u304f\u306e\u306f\u81ea\u793e\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067**\u3001\u7d50\u679c\u3092 `tool_result` \u3068\u3057\u3066\u9001\u308a\u8fd4\u3059\u3068 Claude \u304c\u7d9a\u304d\u3092\u9032\u3081\u307e\u3059\u3002\n\n**\u3082\u3046\u4e00\u3064\u306e\u571f\u53f0\u304c structured outputs \u3067\u3059\u3002** \u5fdc\u7b54\u3092\u6307\u5b9a\u3057\u305fJSON\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u305b\u308b\u6a5f\u80fd\u3067\u3001**`output_config.format` \u306b `{\"type\": \"json_schema\", \"schema\": ...}` \u3092\u6e21\u3057\u307e\u3059\u3002** \u5236\u7d04\u4ed8\u304d\u30c7\u30b3\u30fc\u30c9\u3067\u5fdc\u7b54\u304c\u4fdd\u8a3c\u3055\u308c\u3001**\u89e3\u6790\u306e\u5931\u6557\u3084\u5fc5\u9808\u9805\u76ee\u306e\u6b20\u843d\u3092\u5f8c\u6bb5\u3067\u53d7\u3051\u305a\u306b\u6e08\u307f\u307e\u3059\u3002** \u63d0\u4f9b\u72b6\u6cc1\u306fGA\u3067\u3001**\u30c4\u30fc\u30eb\u5229\u7528\u3068\u306e\u4f75\u7528\u304c\u516c\u5f0f\u306b\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u4ed8\u30d5\u30a9\u30fc\u30e0\u306b\u30ec\u30b3\u30fc\u30c9\u304c1\u4ef6\u4f5c\u3089\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u4e0d\u5177\u5408\u306e\u9023\u7d61\u306f\u6642\u9593\u3092\u9078\u3070\u305a\u306b\u5165\u308b\u305f\u3081\u3001**\u5b9a\u6642\u5b9f\u884c\u306b\u306f\u3057\u307e\u305b\u3093\u3002** 1\u65e51\u56de\u306b\u3057\u305f\u77ac\u9593\u3001\u300c\u5831\u544a\u3092\u65e9\u304f\u51fa\u3059\u300d\u3068\u3044\u3046\u76ee\u7684\u304c\u5931\u308f\u308c\u307e\u3059\u3002\n\n\u5165\u529b\u9805\u76ee\u306f**\u88fd\u9020\u756a\u53f7\u3001\u75c7\u72b6\u306e\u6587\u7ae0\u3001\u9023\u7d61\u3092\u53d7\u3051\u305f\u65e5\u6642\u306e3\u3064\u3060\u3051**\u306b\u3057\u307e\u3059\u3002\u54c1\u756a\u3084\u9867\u5ba2\u540d\u306f\u88fd\u9020\u756a\u53f7\u304b\u3089\u5f15\u3051\u307e\u3059\u3002\u756a\u53f7\u304c\u805e\u304d\u53d6\u308c\u306a\u3044\u9023\u7d61\u3067\u306f\u8d77\u52d5\u305b\u305a\u3001\u53d7\u4ed8\u7968\u3060\u3051\u3092\u62c5\u5f53\u8005\u306b\u56de\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u5185\u5bb9 | \u88fd\u9020\u756a\u53f7\u3001\u75c7\u72b6\u306e\u6587\u7ae0\u3001\u9023\u7d61\u3092\u53d7\u3051\u305f\u65e5\u6642\u3001\u9023\u7d61\u306e\u7d4c\u8def | \u53d7\u4ed8\u30d5\u30a9\u30fc\u30e0 |\n| \u88fd\u9020\u5b9f\u7e3e\u3068\u30ed\u30c3\u30c8\u306e\u8fd1\u508d | \u30ed\u30c3\u30c8\u756a\u53f7\u3001\u54c1\u756a\u3001\u88fd\u9020\u65e5\u3001\u88fd\u9020\u30e9\u30a4\u30f3\u3001\u4f5c\u696d\u73ed\u3001\u6750\u6599\u30ed\u30c3\u30c8\u756a\u53f7\u3001\u524d\u5f8c\u304a\u3088\u3073\u540c\u65e5\u540c\u30e9\u30a4\u30f3\u306e\u30ed\u30c3\u30c8 | \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u51fa\u8377\u5b9f\u7e3e | \u51fa\u8377\u5148\u30b3\u30fc\u30c9\u3001\u51fa\u8377\u65e5\u3001\u6570\u91cf\u3001\u4f1d\u7968\u756a\u53f7 | \u51fa\u8377\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u691c\u67fb\u8a18\u9332\u3068\u5de5\u7a0b\u306e\u8a18\u9332 | \u691c\u67fb\u9805\u76ee\u3001\u898f\u683c\u5024\u3001\u6e2c\u5b9a\u5024\u3001\u5224\u5b9a\u3001\u691c\u67fb\u65e5\u3001\u8a2d\u5099\u756a\u53f7\u3001\u5de5\u7a0b\u6761\u4ef6\u306e\u5b9f\u7e3e\u5024\u3001\u30a2\u30e9\u30fc\u30e0\u5c65\u6b74 | \u691c\u67fb\u8a18\u9332\u30b7\u30b9\u30c6\u30e0\uff0f\u8a2d\u5099\u306e\u8a18\u9332 |\n| \u904e\u53bb\u306e\u4e0d\u5177\u5408 | \u4e0d\u5177\u5408\u756a\u53f7\u3001\u767a\u751f\u65e5\u3001\u75c7\u72b6\u3001\u539f\u56e0\u533a\u5206\u3001\u5bfe\u51e6\u3001\u518d\u767a\u9632\u6b62\u7b56 | \u904e\u53bb\u306e\u4e0d\u5177\u5408\u53f0\u5e33 |\n\n**\u3053\u306e\u69cb\u6210\u306e\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u300c\u88fd\u9020\u756a\u53f7\u3068\u30ed\u30c3\u30c8\u306e\u5bfe\u5fdc\u300d\u3067\u3059\u3002** \u3053\u3053\u304c\u7121\u3051\u308c\u3070\u6b8b\u308a\u3092\u6574\u3048\u3066\u3082\u59cb\u307e\u308a\u307e\u305b\u3093\u3002**\u9006\u306b\u3053\u3053\u3055\u3048\u3042\u308c\u3070\u3001\u4ed6\u306f\u30ed\u30c3\u30c8\u756a\u53f7\u3067\u4e32\u523a\u3057\u306b\u3067\u304d\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**6\u3064\u306e\u30c4\u30fc\u30eb\u3092\u5b9a\u7fa9\u3057\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u9806\u306b\u547c\u3070\u305b\u307e\u3059\u3002** \u4e2d\u8eab\u306f\u3059\u3079\u3066\u3001\u81ea\u793e\u30d7\u30ed\u30b0\u30e9\u30e0\u304b\u3089\u306e\u8aad\u307f\u53d6\u308a\u5c02\u7528\u306e\u7167\u4f1a\u3067\u3059\u3002\n\n| \u9806 | \u30c4\u30fc\u30eb\u540d | \u7167\u4f1a\u5148 | \u5165\u529b | \u8fd4\u3059\u3082\u306e |\n|:--|:--|:--|:--|:--|\n| \u2460 | `lookup_lot_by_serial` | \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u88fd\u9020\u756a\u53f7 | \u30ed\u30c3\u30c8\u756a\u53f7\u3001\u54c1\u756a\u3001\u88fd\u9020\u65e5\u3001\u88fd\u9020\u30e9\u30a4\u30f3\u3001\u4f5c\u696d\u73ed\u3001\u6750\u6599\u30ed\u30c3\u30c8\u756a\u53f7 |\n| \u2461 | `expand_lot_range` | \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u30ed\u30c3\u30c8\u756a\u53f7\u3001\u5e83\u3052\u65b9 | \u95a2\u4fc2\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u30ed\u30c3\u30c8\u306e\u4e00\u89a7\u3068\u3001\u305d\u306e\u7406\u7531 |\n| \u2462 | `list_lot_shipments` | \u51fa\u8377\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u30ed\u30c3\u30c8\u756a\u53f7\u306e\u914d\u5217 | \u51fa\u8377\u5148\u30b3\u30fc\u30c9\u3001\u51fa\u8377\u65e5\u3001\u6570\u91cf\u3001\u4f1d\u7968\u756a\u53f7 |\n| \u2463 | `get_inspection_records` | \u691c\u67fb\u8a18\u9332\u30b7\u30b9\u30c6\u30e0 | \u30ed\u30c3\u30c8\u756a\u53f7\u306e\u914d\u5217 | \u691c\u67fb\u9805\u76ee\u3001\u898f\u683c\u5024\u3001\u6e2c\u5b9a\u5024\u3001\u5224\u5b9a\u3001\u691c\u67fb\u65e5 |\n| \u2464 | `get_process_records` | \u8a2d\u5099\u30fb\u5de5\u7a0b\u306e\u8a18\u9332 | \u30ed\u30c3\u30c8\u756a\u53f7\u3001\u88fd\u9020\u65e5 | \u8a2d\u5099\u756a\u53f7\u3001\u5de5\u7a0b\u6761\u4ef6\u306e\u5b9f\u7e3e\u5024\u3001\u30a2\u30e9\u30fc\u30e0\u5c65\u6b74 |\n| \u2465 | `search_past_incidents` | \u904e\u53bb\u306e\u4e0d\u5177\u5408\u53f0\u5e33 | \u691c\u7d22\u8a9e\u3001\u54c1\u756a\u3001\u671f\u9593 | \u4e0d\u5177\u5408\u756a\u53f7\u3001\u767a\u751f\u65e5\u3001\u75c7\u72b6\u3001\u539f\u56e0\u533a\u5206\u3001\u5bfe\u51e6 |\n\n\u30c4\u30fc\u30eb\u5b9a\u7fa9\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u66f8\u304d\u307e\u3059\u3002\n\n```json\n{\n  \"name\": \"lookup_lot_by_serial\",\n  \"description\": \"\u88fd\u9020\u756a\u53f7\u304b\u3089\u3001\u305d\u306e\u88fd\u54c1\u304c\u5c5e\u3059\u308b\u88fd\u9020\u30ed\u30c3\u30c8\u30921\u4ef6\u8fd4\u3059\u3002\u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u88fd\u9020\u5b9f\u7e3e\u30c6\u30fc\u30d6\u30eb\u3092\u7167\u4f1a\u3057\u3001\u30ed\u30c3\u30c8\u756a\u53f7\u30fb\u54c1\u756a\u30fb\u88fd\u9020\u65e5\u30fb\u88fd\u9020\u30e9\u30a4\u30f3\u30fb\u4f5c\u696d\u73ed\u30fb\u88fd\u9020\u6570\u91cf\u30fb\u6750\u6599\u30ed\u30c3\u30c8\u756a\u53f7\u3092\u8fd4\u3059\u3002\u5b9f\u7e3e\u306b\u5b58\u5728\u3057\u306a\u3044\u5834\u5408\u306f found \u3092 false \u306b\u3059\u308b\u3002\u4e0d\u5177\u5408\u306e\u8abf\u67fb\u3067\u306f\u6700\u521d\u306b\u3053\u306e\u30c4\u30fc\u30eb\u3092\u547c\u3076\u3053\u3068\u3002\u30ed\u30c3\u30c8\u756a\u53f7\u304c\u5206\u304b\u3089\u306a\u3044\u72b6\u614b\u3067\u4ed6\u306e\u30c4\u30fc\u30eb\u3092\u547c\u3093\u3067\u306f\u3044\u3051\u306a\u3044\u3002\",\n  \"strict\": true,\n  \"input_schema\": {\n    \"type\": \"object\",\n    \"properties\": {\n      \"serial_no\": {\n        \"type\": \"string\",\n        \"description\": \"\u9298\u677f\u306b\u523b\u5370\u3055\u308c\u305f\u88fd\u9020\u756a\u53f7\u3002\u82f1\u5b572\u6587\u5b57\u30fb\u6570\u5b574\u6841\u30fb\u6570\u5b576\u6841\u3092\u30cf\u30a4\u30d5\u30f3\u3067\u3064\u306a\u3050\u3002\u4f8b: PX-2409-018432\"\n      }\n    },\n    \"required\": [\"serial_no\"],\n    \"additionalProperties\": false\n  }\n}\n```\n\n**`description` \u306e\u66f8\u304d\u65b9\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u52b9\u304d\u307e\u3059\u3002** \u8aac\u660e\u6587\u306b\u306f\u3001**\uff081\uff09\u4f55\u3092\u8fd4\u3059\u304b \uff082\uff09\u3069\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u4f55\u3092\u7167\u4f1a\u3059\u308b\u304b \uff083\uff09\u3044\u3064\u547c\u3076\u304b \uff084\uff09\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u3069\u3046\u306a\u308b\u304b** \u306e4\u3064\u3092\u66f8\u304d\u307e\u3059\u3002\u300c\u30ed\u30c3\u30c8\u3092\u8abf\u3079\u308b\u300d\u3060\u3051\u3067\u306f\u547c\u3076\u9806\u756a\u304c\u5b89\u5b9a\u3057\u307e\u305b\u3093\u3002\u5165\u529b\u306e\u66f8\u5f0f\u3092\u4f8b\u3064\u304d\u3067\u66f8\u304f\u306e\u3082\u3001\u5f8c\u8ff0\u3059\u308b\u300c\u8db3\u308a\u306a\u3044\u5f15\u6570\u3092\u52dd\u624b\u306b\u88dc\u3046\u300d\u3078\u306e\u5bfe\u7b56\u3067\u3059\u3002\n\n`expand_lot_range` \u306f `lot_no` \u3068 `scope` \u3092 `required` \u306b\u3057\u3001`scope` \u3092 `[\"adjacent\", \"same_day_line\", \"same_material\"]` \u306e `enum` \u3067\u6301\u305f\u305b\u307e\u3059\u3002**\u8aac\u660e\u6587\u306b\u300c3\u3064\u306e scope \u3092\u3059\u3079\u3066\u547c\u3073\u3001\u91cd\u8907\u3092\u9664\u3044\u305f\u4e00\u89a7\u3092\u4f5c\u308b\u3053\u3068\u300d\u300c\u7bc4\u56f2\u3092\u81ea\u5206\u306e\u5224\u65ad\u3067\u72ed\u3081\u3066\u306f\u3044\u3051\u306a\u3044\u300d\u3068\u66f8\u304d\u307e\u3059\u3002** \u5e83\u3052\u65b9\u306e\u5b9a\u7fa9\u3092\u30c4\u30fc\u30eb\u5074\u306b\u7f6e\u304f\u306e\u304c\u306d\u3089\u3044\u3067\u3059\u3002\n\n**\u2462\u304b\u3089\u2465\u306f\u3001\u2461\u304c\u7d42\u308f\u3063\u305f\u3042\u3068\u306a\u3089\u540c\u6642\u306b\u547c\u3079\u307e\u3059\u3002** \u30c4\u30fc\u30eb\u30921\u3064\u305a\u3064\u3057\u304b\u547c\u3070\u305b\u305f\u304f\u306a\u3044\u5834\u5408\u306f `tool_choice` \u306b `{\"type\": \"auto\", \"disable_parallel_tool_use\": true}` \u3092\u6307\u5b9a\u3057\u307e\u3059\u304c\u3001**\u3053\u3053\u3067\u306f\u6307\u5b9a\u3057\u307e\u305b\u3093\u3002\u65e9\u304f\u51fa\u3059\u3053\u3068\u304c\u76ee\u7684\u3067\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u88fd\u9020\u756a\u53f7\u306e\u66f8\u5f0f\u691c\u8a3c** \u2026 \u6b63\u898f\u8868\u73fe\u3067\u78ba\u304b\u3081\u3001**\u5408\u308f\u306a\u3051\u308c\u3070\u8d77\u52d5\u3057\u307e\u305b\u3093**\n2. **\u75c7\u72b6\u306e\u6587\u7ae0\u306e\u6574\u5f62** \u2026 \u6328\u62f6\u3084\u7d4c\u7def\u3092\u843d\u3068\u3057\u3001\u75c7\u72b6\u306e\u8a18\u8ff0\u3060\u3051\u3092\u6b8b\u3057\u307e\u3059\n3. **\u691c\u7d22\u8a9e\u306e\u7d44\u307f\u7acb\u3066** \u2026 \u300c\u52d5\u304b\u306a\u3044\u300d\u306b\u5bfe\u3059\u308b\u300c\u8d77\u52d5\u4e0d\u826f\u300d\u300c\u901a\u96fb\u3057\u306a\u3044\u300d\u3092\u5bfe\u5fdc\u8868\u304b\u3089\u5f15\u304d\u307e\u3059\n4. **\u9867\u5ba2\u540d\u306e\u4f0f\u305b\u5b57\u5316** \u2026 \u9867\u5ba2\u540d\u3068\u62c5\u5f53\u8005\u540d\u3092 `CUST_A` \u306e\u3088\u3046\u306a\u7b26\u53f7\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\n5. **\u7167\u4f1a\u4ef6\u6570\u306e\u4e0a\u9650\u8a2d\u5b9a** \u2026 \u4e0a\u9650\u3092\u8a2d\u3051\u3001\u9054\u3057\u305f\u5834\u5408\u306f\u305d\u306e\u65e8\u3092\u7d50\u679c\u306b\u542b\u3081\u307e\u3059\n6. **\u540c\u4e00\u9023\u7d61\u306e\u691c\u77e5** \u2026 \u540c\u3058\u88fd\u9020\u756a\u53f7\u3067\u76f4\u8fd1\u306b\u8abf\u67fb\u6e08\u307f\u306a\u3089\u3001\u305d\u306e\u8abf\u67fb\u756a\u53f7\u3092\u6e21\u3057\u307e\u3059\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u300c\u8abf\u3079\u308b\u624b\u9806\u300d\u3092\u305f\u3069\u308b\u3053\u3068\u3068\u3001\u96c6\u307e\u3063\u305f\u4e8b\u5b9f\u3092\u4e26\u3079\u308b\u3053\u3068\u306e2\u3064\u3060\u3051\u3067\u3059\u3002** 6\u3064\u306e\u30c4\u30fc\u30eb\u3092\u9806\u306b\u547c\u3073\u3001\u53f0\u5e33\u306e\u691c\u7d22\u304c\u7a7a\u632f\u308a\u3057\u305f\u3089\u8a00\u3044\u63db\u3048\u3092\u8a66\u3057\u3001\u904e\u53bb\u306e\u4e8b\u4f8b\u304b\u3089\u75c7\u72b6\u3068\u54c1\u756a\u304c\u8fd1\u3044\u3082\u306e\u3092\u9078\u3073\u3001\u96c6\u3081\u305f\u5024\u3092\u51fa\u3069\u3053\u308d\u4ed8\u304d\u3067\u4e26\u3079\u3001\u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u6b20\u3051\u3068\u3057\u3066\u66f8\u304d\u51fa\u3057\u3001\u6b21\u306b\u78ba\u304b\u3081\u308b\u3053\u3068\u3092\u5019\u88dc\u3068\u3057\u3066\u51fa\u3057\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u539f\u56e0\u306e\u63a8\u5b9a | \u63a8\u5b9a\u306b\u5f15\u304d\u305a\u3089\u308c\u3066\u78ba\u8a8d\u306e\u9806\u756a\u304c\u6c7a\u307e\u308b\u3002**\u51fa\u529b\u30b9\u30ad\u30fc\u30de\u306b\u539f\u56e0\u3092\u66f8\u304f\u6b04\u3092\u4f5c\u3089\u306a\u3044** |\n| \u30ed\u30c3\u30c8\u7bc4\u56f2\u306e\u7d5e\u308a\u8fbc\u307f | \u5b89\u5168\u5074\u306b\u5012\u3059\u305f\u3081\u3002**\u5e83\u3052\u308b\u306e\u306f\u6a5f\u68b0\u3001\u7d5e\u308b\u306e\u306f\u4eba** |\n| \u51fa\u8377\u3092\u6b62\u3081\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad | \u9867\u5ba2\u3068\u306e\u95a2\u4fc2\u3068\u5728\u5eab\u306e\u72b6\u6cc1\u3092\u898b\u3066\u3001\u4eba\u304c\u6c7a\u3081\u308b\u3053\u3068 |\n| \u6570\u5024\u306e\u8a08\u7b97\u30fb\u4e38\u3081 | \u6e2c\u5b9a\u5024\u3001\u6570\u91cf\u3001\u898f\u683c\u5024\u306f\u7167\u4f1a\u7d50\u679c\u3092\u305d\u306e\u307e\u307e\u8f09\u305b\u308b |\n| \u9867\u5ba2\u3078\u306e\u9023\u7d61\u6587\u306e\u4f5c\u6210 | \u3053\u306e\u69cb\u6210\u306e\u7bc4\u56f2\u5916\u3002\u4e00\u6b21\u5831\u544a\u306f\u793e\u5185\u5411\u3051 |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002\u78ba\u5b9f\u306a\u306e\u306f\u3001\u51fa\u529b\u306e\u30b9\u30ad\u30fc\u30de\u306b\u539f\u56e0\u3092\u66f8\u304f\u5834\u6240\u3092\u4f5c\u3089\u306a\u3044\u3053\u3068\u3067\u3059\u3002** structured outputs \u306f `additionalProperties: false` \u306b\u5bfe\u5fdc\u3057\u3001\u5236\u7d04\u4ed8\u304d\u30c7\u30b3\u30fc\u30c9\u3067\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306e\u5fdc\u7b54\u304c\u4fdd\u8a3c\u3055\u308c\u307e\u3059\u3002**\u30b9\u30ad\u30fc\u30de\u306b\u7121\u3044\u9805\u76ee\u306f\u51fa\u529b\u3067\u304d\u307e\u305b\u3093\u3002** \u305f\u3060\u3057\u81ea\u7531\u6587\u306b\u63a8\u5b9a\u304c\u6df7\u3058\u308b\u3053\u3068\u306f\u3042\u308b\u306e\u3067\u3001\u305d\u3053\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u7e1b\u308a\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u88fd\u9020\u696d\u306e\u54c1\u8cea\u7ba1\u7406\u90e8\u9580\u3067\u3001\u4e0d\u5177\u5408\u306e\u521d\u52d5\u8abf\u67fb\u3092\u652f\u63f4\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u4e0e\u3048\u3089\u308c\u305f\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u4e8b\u5b9f\u3092\u96c6\u3081\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8abf\u3079\u308b\u624b\u9806\u3011\n1. lookup_lot_by_serial \u306b\u88fd\u9020\u756a\u53f7\u3092\u6e21\u3057\u3001\u30ed\u30c3\u30c8\u3092\u7279\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n   found \u304c false \u306e\u3068\u304d\u306f\u3001\u305d\u3053\u3067\u6b62\u3081\u3066 data_gaps \u306b\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n   \u4ed6\u306e\u30c4\u30fc\u30eb\u3092\u547c\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n2. expand_lot_range \u3092 scope \u3092\u5909\u3048\u30663\u56de\u547c\u3073\u3001\n   \u95a2\u4fc2\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u30ed\u30c3\u30c8\u3092\u3059\u3079\u3066\u96c6\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n   \u7bc4\u56f2\u3092\u81ea\u5206\u306e\u5224\u65ad\u3067\u72ed\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n   \u300c\u95a2\u4fc2\u306a\u3055\u305d\u3046\u3060\u300d\u3068\u601d\u3063\u3066\u3082\u3001\u4e00\u89a7\u304b\u3089\u5916\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n3. 1\u30682\u3067\u5f97\u305f\u30ed\u30c3\u30c8\u756a\u53f7\u306b\u3064\u3044\u3066\u3001list_lot_shipments\uff08\u3069\u3053\u306b\u4f55\u500b\u51fa\u3066\u3044\u308b\u304b\uff09\u3001\n   get_inspection_records\uff08\u691c\u67fb\u8a18\u9332\uff09\u3001get_process_records\uff08\u5de5\u7a0b\u306e\u8a18\u9332\uff09\u3001\n   search_past_incidents\uff08\u904e\u53bb\u306b\u4f3c\u305f\u4e0d\u5177\u5408\uff09\u306e4\u3064\u3092\u8abf\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n4. search_past_incidents \u304c0\u4ef6\u306e\u3068\u304d\u306f\u3001\u6e21\u3055\u308c\u305f\u8a00\u3044\u63db\u3048\u306e\u691c\u7d22\u8a9e\u3092\n   \u9806\u306b\u8a66\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3059\u3079\u3066\u8a66\u3057\u30660\u4ef6\u306a\u3089\u30010\u4ef6\u3060\u3063\u305f\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u4e0d\u5177\u5408\u306e\u539f\u56e0\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u63a8\u5b9a\u3082\u3001\u53ef\u80fd\u6027\u306e\u793a\u5506\u3082\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u301c\u304c\u539f\u56e0\u3068\u8003\u3048\u3089\u308c\u308b\u300d\u300c\u301c\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u300d\u3068\u66f8\u3044\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\n  similarity_reason \u306b\u306f\u3001\u75c7\u72b6\u3068\u54c1\u756a\u306e\u3069\u3053\u304c\u4e00\u81f4\u3057\u305f\u304b\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u30c4\u30fc\u30eb\u304c\u8fd4\u3057\u305f\u5024\u4ee5\u5916\u306e\u6570\u5024\u30fb\u65e5\u4ed8\u30fb\u30ed\u30c3\u30c8\u756a\u53f7\u30fb\u51fa\u8377\u5148\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u56db\u6368\u4e94\u5165\u3082\u3001\u5358\u4f4d\u306e\u5909\u63db\u3082\u3001\u6982\u7b97\u3078\u306e\u8a00\u3044\u63db\u3048\u3082\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u3059\u3079\u3066\u306e\u4e8b\u5b9f\u306b source \u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u3069\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u3001\u3069\u306e\u30ec\u30b3\u30fc\u30c9\u304b\u300d\u304c\u5206\u304b\u308b\u5f62\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4f8b: \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\/\u88fd\u9020\u5b9f\u7e3e\/LOT-2409-0182\n- \u30c4\u30fc\u30eb\u304c\u5024\u3092\u8fd4\u3055\u306a\u304b\u3063\u305f\u9805\u76ee\u306f\u3001\u7a7a\u306e\u307e\u307e\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  data_gaps \u306b\u300c\u3069\u306e\u30c4\u30fc\u30eb\u304c\u3001\u306a\u305c\u8fd4\u3055\u306a\u304b\u3063\u305f\u304b\u300d\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u7a7a\u6b04\u3092\u57cb\u3081\u308b\u305f\u3081\u306b\u3001\u4ed6\u306e\u9805\u76ee\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u51fa\u8377\u3092\u6b62\u3081\u308b\u3079\u304d\u304b\u3069\u3046\u304b\u3001\u5bfe\u5fdc\u306e\u8981\u5426\u3084\u7dca\u6025\u5ea6\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- next_checks \u306b\u306f\u300c\u4f55\u3092\u300d\u300c\u306a\u305c\u300d\u300c\u8ab0\u304c\u300d\u300c\u3069\u3053\u3067\u300d\u306e4\u3064\u3092\u305d\u308d\u3048\u3001\n  \u305d\u3053\u306b\u539f\u56e0\u306e\u63a8\u5b9a\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d7\u4ed8\u5185\u5bb9\u3011{intake}\n\u3010\u53f0\u5e33\u691c\u7d22\u7528\u306e\u8a00\u3044\u63db\u3048\u3011{search_terms}\n\u3010\u904e\u53bb\u306b\u540c\u3058\u88fd\u9020\u756a\u53f7\u3067\u8abf\u67fb\u3057\u305f\u8a18\u9332\u3011{past_investigation}\n```\n\n**\u300c\u539f\u56e0\u3092\u66f8\u304b\u306a\u3044\u300d\u30923\u56de\u306b\u5206\u3051\u3066\u66f8\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u66f8\u304d\u65b9\u3092\u5909\u3048\u3066\u51fa\u3066\u304f\u308b\u305f\u3081\u3067\u3059\u3002** \u300c\u539f\u56e0\u300d\u3092\u7981\u3058\u308b\u3068\u300c\u8981\u56e0\u300d\u3068\u66f8\u304d\u3001\u305d\u308c\u3082\u7981\u3058\u308b\u3068\u300c\u50be\u5411\u3068\u3057\u3066\u300d\u3068\u66f8\u304d\u59cb\u3081\u307e\u3059\u3002**\u7981\u6b62\u3059\u308b\u5bfe\u8c61\u306f\u8a00\u8449\u3067\u306f\u306a\u304f\u3001\u6587\u306e\u5f62\u3067\u793a\u3057\u307e\u3059\u3002**\n\n**\u300c\u7bc4\u56f2\u3092\u72ed\u3081\u306a\u3044\u300d\u3068\u300c0\u4ef6\u3060\u3063\u305f\u3068\u66f8\u304f\u300d\u3082\u5fc5\u8981\u3067\u3059\u3002** \u4f55\u3082\u8a00\u308f\u306a\u3044\u3068\u3001\u95a2\u4fc2\u304c\u8584\u305d\u3046\u306a\u30ed\u30c3\u30c8\u3092\u6c17\u3092\u5229\u304b\u305b\u3066\u843d\u3068\u3057\u3001\u4f3c\u305f\u4e8b\u4f8b\u304c\u7121\u3044\u3068\u304d\u306f\u4e00\u822c\u7684\u306a\u4e8b\u4f8b\u3092\u6301\u3061\u51fa\u3057\u307e\u3059\u3002**\u843d\u3068\u3055\u308c\u305f\u3053\u3068\u306f\u51fa\u529b\u304b\u3089\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**`output_config.format` \u306b\u3001\u6b21\u306eJSON\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"intake_id\": \"\", \"serial_no\": \"\", \"reported_symptom\": \"\",\n  \"identified_lot\": { \"found\": true, \"lot_no\": \"\", \"part_no\": \"\", \"production_date\": \"\",\n    \"line\": \"\", \"shift\": \"\", \"material_lot_no\": \"\", \"source\": \"\" },\n  \"lot_range\": [\n    { \"lot_no\": \"\", \"scope\": \"target | adjacent | same_day_line | same_material\", \"source\": \"\" }\n  ],\n  \"shipments\": [\n    { \"lot_no\": \"\", \"customer_code\": \"\", \"ship_date\": \"\", \"quantity\": 0, \"slip_no\": \"\", \"source\": \"\" }\n  ],\n  \"inspection_records\": [\n    { \"lot_no\": \"\", \"item\": \"\", \"spec\": \"\", \"measured\": \"\", \"judgment\": \"\", \"source\": \"\" }\n  ],\n  \"process_records\": [\n    { \"lot_no\": \"\", \"equipment\": \"\", \"condition\": \"\", \"value\": \"\", \"alarm\": \"\", \"source\": \"\" }\n  ],\n  \"similar_past_cases\": [\n    { \"incident_no\": \"\", \"occurred_on\": \"\", \"symptom\": \"\", \"cause_category\": \"\",\n      \"action_taken\": \"\", \"similarity_reason\": \"\", \"source\": \"\" } ],\n  \"next_checks\": [ { \"what\": \"\", \"why\": \"\", \"who\": \"\", \"where\": \"\" } ],\n  \"data_gaps\": [ { \"tool\": \"\", \"reason\": \"\" } ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u539f\u56e0\u3092\u66f8\u304f\u5834\u6240\u3092\u4f5c\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u3053\u306e\u30b9\u30ad\u30fc\u30de\u306b\u306f `cause` \u3082 `root_cause` \u3082\u3042\u308a\u307e\u305b\u3093\u3002`similar_past_cases` \u306e `cause_category` \u306f**\u904e\u53bb\u306e\u4e8b\u4f8b\u306b\u8a18\u9332\u3055\u308c\u3066\u3044\u308b\u539f\u56e0\u533a\u5206**\u3067\u3042\u3063\u3066\u3001\u4eca\u56de\u306e\u539f\u56e0\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n**2\u3064\u76ee\u306f\u3001\u51fa\u3069\u3053\u308d\u306e\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u3059\u3079\u3066\u306e\u4e8b\u5b9f\u306b `source` \u304c\u4ed8\u304f\u306e\u3067\u3001\u62c5\u5f53\u8005\u306f\u300c\u3053\u306e\u6e2c\u5b9a\u5024\u306f\u3069\u306e\u30ec\u30b3\u30fc\u30c9\u304b\u300d\u30921\u884c\u3067\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002**\u672c\u6587\u3060\u3051\u3067\u306f\u5024\u3054\u3068\u306b\u5143\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u304f\u3053\u3068\u306b\u306a\u308a\u3001\u78ba\u8a8d\u304c\u5143\u306e30\u5206\u306b\u623b\u308a\u307e\u3059\u30023\u3064\u76ee\u306f\u3001`lot_range` \u3068 `shipments` \u304b\u3089\u300c\u6b62\u3081\u308b\u5019\u88dc\u306e\u51fa\u8377\u4f1d\u7968\u306e\u4e00\u89a7\u300d\u3092\u6a5f\u68b0\u3067\u4f5c\u308c\u308b\u3053\u3068\u3067\u3059\u3002**\n\n\u4f7f\u3048\u308bJSON Schema\u306e\u6a5f\u80fd\u306b\u306f\u7bc4\u56f2\u304c\u3042\u308a\u307e\u3059\u3002`enum`\u3001`const`\u3001`required`\u3001`additionalProperties: false`\u3001`$ref` \u3084 `$def` \u306f\u4f7f\u3048\u307e\u3059\u304c\u3001**`minimum`\uff0f`maximum`\u3001`minLength`\uff0f`maxLength` \u306f\u4f7f\u3048\u305a\u3001\u66f8\u304f\u3068400\u30a8\u30e9\u30fc\u306b\u306a\u308a\u307e\u3059\u3002** \u6570\u5024\u306e\u7bc4\u56f2\u306e\u691c\u8a3c\u306f\u5f8c\u6bb5\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30fc\u30e0 | Power Automate \u306e\u30c8\u30ea\u30ac\u30fc | \u53d7\u4ed8\u30ec\u30b3\u30fc\u30c9\u306e\u4f5c\u6210\u3092\u691c\u77e5\u3059\u308b |\n| \u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff0f\u51fa\u8377\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u8aad\u307f\u53d6\u308a\u5c02\u7528\u306eAPI\u307e\u305f\u306f\u30d3\u30e5\u30fc | \u88fd\u9020\u5b9f\u7e3e\u3001\u30ed\u30c3\u30c8\u306e\u8fd1\u508d\u3001\u51fa\u8377\u5b9f\u7e3e\u3092\u8fd4\u3059 |\n| \u691c\u67fb\u8a18\u9332\u30b7\u30b9\u30c6\u30e0\uff0f\u8a2d\u5099\u30fb\u5de5\u7a0b\u306e\u8a18\u9332 | \u8aad\u307f\u53d6\u308a\u5c02\u7528\u306eAPI\u307e\u305f\u306fCSV\u51fa\u529b | \u691c\u67fb\u6210\u7e3e\u3001\u5de5\u7a0b\u6761\u4ef6\u3001\u30a2\u30e9\u30fc\u30e0\u5c65\u6b74\u3092\u8fd4\u3059 |\n| \u904e\u53bb\u306e\u4e0d\u5177\u5408\u53f0\u5e33 | \u691c\u7d22API\uff08\u5168\u6587\u691c\u7d22\uff09 | \u691c\u7d22\u8a9e\u3067\u306e\u904e\u53bb\u4e8b\u4f8b\u3092\u8fd4\u3059 |\n| Claude API | \u30c4\u30fc\u30eb\u5229\u7528\u3068 structured outputs | \u624b\u9806\u3092\u305f\u3069\u308a\u3001\u4e8b\u5b9f\u3092JSON\u3067\u8fd4\u3059 |\n\n**\u3059\u3079\u3066\u306e\u7167\u4f1a\u3092\u8aad\u307f\u53d6\u308a\u5c02\u7528\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u691c\u67fb\u8a18\u9332\u3068\u5de5\u7a0b\u306e\u8a18\u9332\u306f\u65e5\u6b21\u306eCSV\u3067\u3082\u304b\u307e\u3044\u307e\u305b\u3093\u304c\u3001**\u88fd\u9020\u5b9f\u7e3e\u3068\u51fa\u8377\u5b9f\u7e3e\u306f\u3001\u305d\u306e\u65e5\u306e\u30c7\u30fc\u30bf\u304c\u898b\u3048\u306a\u3044\u3068\u610f\u5473\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002\u78ba\u8a8d\u305b\u305a\u306b\u5831\u544a\u3092\u51fa\u3059\u8a2d\u8a08\u306b\u3057\u307e\u305b\u3093\u3002**\n\n1. **\u4e8b\u5b9f\u306e\u51fa\u3069\u3053\u308d\u3092\u78ba\u304b\u3081\u308b** \u2026 `source` \u306e\u30ec\u30b3\u30fc\u30c9\u3092\u958b\u304d\u3001**\u51fa\u8377\u6570\u91cf\u30fb\u6e2c\u5b9a\u5024\u30fb\u88fd\u9020\u65e5\u306e3\u3064\u306f\u5fc5\u305a\u898b\u307e\u3059**\n2. **\u30ed\u30c3\u30c8\u7bc4\u56f2\u3092\u7d5e\u308b** \u2026 \u75c7\u72b6\u3068\u95a2\u4fc2\u3057\u306a\u3044\u30ed\u30c3\u30c8\u3092\u5916\u3057\u3001**\u5916\u3057\u305f\u7406\u7531\u3092\u8a18\u9332\u306b\u6b8b\u3057\u307e\u3059**\n3. **\u6b21\u306b\u78ba\u304b\u3081\u308b\u3053\u3068\u3092\u6c7a\u3081\u308b** \u2026 `next_checks` \u306f\u5019\u88dc\u3067\u3059\u3002**\u9806\u756a\u3068\u62c5\u5f53\u3092\u6c7a\u3081\u308b\u306e\u306f\u4eba\u3067\u3059**\n\n**2\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u4e2d\u5fc3\u306e\u4f5c\u696d\u3067\u3059\u3002** \u6a5f\u68b0\u306f\u5e83\u3052\u308b\u3060\u3051\u5e83\u3052\u3001\u4eba\u304c\u7d5e\u308a\u307e\u3059\u3002**\u7d5e\u308b\u5224\u65ad\u306b\u306f\u3001\u300c\u540c\u3058\u6750\u6599\u30ed\u30c3\u30c8\u3067\u3082\u3001\u3053\u306e\u5de5\u7a0b\u3092\u901a\u3063\u3066\u3044\u308c\u3070\u5f71\u97ff\u3057\u306a\u3044\u300d\u3068\u3044\u3063\u305f\u73fe\u5834\u306e\u77e5\u8b58\u304c\u8981\u308a\u307e\u3059\u3002** \u305d\u306e\u77e5\u8b58\u3092\u6301\u3064\u4eba\u306e\u6642\u9593\u3092\u3053\u3053\u306b\u4f7f\u3048\u308b\u3088\u3046\u306b\u3059\u308b\u306e\u304c\u306d\u3089\u3044\u3067\u3059\u3002\n\n**\u78ba\u8a8d\u306e\u76ee\u6a19\u306f1\u4ef639\u5206\u3067\u3059\u3002** \u305d\u308c\u4ee5\u4e0a\u304b\u304b\u308b\u306a\u3089 `source` \u306e\u7c92\u5ea6\u304c\u7c97\u3044\u304b\u3001`lot_range` \u304c\u5e83\u3059\u304e\u307e\u3059\u3002**\u5e83\u3059\u304e\u308b\u5834\u5408\u306f `expand_lot_range` \u306e\u7bc4\u56f2\u306e\u5b9a\u7fa9\u3092\u898b\u76f4\u3057\u307e\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u72ed\u3081\u3055\u305b\u308b\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u88fd\u9020\u756a\u53f7\u304c\u805e\u304d\u53d6\u308c\u3066\u3044\u306a\u3044 | **\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8d77\u52d5\u3057\u306a\u3044\u3002** \u53d7\u4ed8\u7968\u3060\u3051\u3092\u62c5\u5f53\u8005\u306b\u56de\u3059 |\n| \u88fd\u9020\u756a\u53f7\u304c\u88fd\u9020\u5b9f\u7e3e\u306b\u5b58\u5728\u3057\u306a\u3044 | `found` \u3092 false \u306b\u3057\u3066\u6b62\u3081\u308b\u3002**\u4ed6\u306e\u30c4\u30fc\u30eb\u3092\u547c\u3070\u305b\u306a\u3044** |\n| \u5f15\u6570\u304c\u8db3\u308a\u306a\u3044\u306e\u306b\u30c4\u30fc\u30eb\u304c\u547c\u3070\u308c\u308b | `required` \u3068 `strict: true` \u306b\u52a0\u3048\u3001**\u30c4\u30fc\u30eb\u5074\u3067\u3082\u66f8\u5f0f\u3092\u691c\u8a3c\u3057\u3066\u30a8\u30e9\u30fc\u3092\u8fd4\u3059** |\n| \u51fa\u8377\u5b9f\u7e3e\u304c\u4e0a\u9650\u3092\u8d85\u3048\u308b | `data_gaps` \u306b\u66f8\u304d\u3001**\u300c\u5168\u90e8\u898b\u305f\u300d\u3088\u3046\u306b\u898b\u305b\u306a\u3044** |\n| \u7167\u4f1a\u5148\u304c\u5fdc\u7b54\u3057\u306a\u3044\uff0f\u985e\u4f3c\u4e8b\u4f8b\u304c0\u4ef6 | \u7a7a\u306e\u307e\u307e\u8fd4\u3057**\u6b20\u3051\u3092\u660e\u793a\u3059\u308b\u3002** 0\u4ef6\u306f0\u4ef6\u3068\u66f8\u304b\u305b\u3001**\u4e00\u822c\u7684\u306a\u4e8b\u4f8b\u3092\u6301\u3061\u51fa\u3055\u305b\u306a\u3044** |\n| \u539f\u56e0\u306e\u63a8\u5b9a\u304c\u81ea\u7531\u6587\u306b\u6df7\u3058\u308b | \u300c\u8003\u3048\u3089\u308c\u308b\u300d\u300c\u53ef\u80fd\u6027\u304c\u3042\u308b\u300d\u3092\u6a5f\u68b0\u3067\u691c\u77e5\u3057\u3001\u8981\u78ba\u8a8d\u3068\u3057\u3066\u4e0a\u306b\u51fa\u3059 |\n\n**\u6700\u5f8c\u306e\u884c\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5236\u7d04\u306f\u5fc5\u305a\u3059\u308a\u629c\u3051\u308b\u306e\u3067\u3001**\u51fa\u529b\u306e\u5074\u3067\u3082\u6587\u672b\u8868\u73fe\u3092\u6a5f\u68b0\u3067\u691c\u77e5\u3057\u3001** \u5370\u3092\u4ed8\u3051\u3066\u62c5\u5f53\u8005\u304c\u5148\u306b\u8aad\u3080\u5f62\u306b\u3057\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u53d7\u4ed8\u5185\u5bb9\uff08\u88fd\u9020\u756a\u53f7\u3001\u75c7\u72b6\u306e\u6587\u7ae0\u3001\u9023\u7d61\u3092\u53d7\u3051\u305f\u65e5\u6642\u3068\u7d4c\u8def\uff09\n- \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u547c\u3093\u3060\u30c4\u30fc\u30eb\u306e\u9806\u756a\u3068\u5f15\u6570\u3001\u5404\u30c4\u30fc\u30eb\u304c\u8fd4\u3057\u305f\u7d50\u679c\u3068JSON\u306e\u5168\u6587\n- **\u62c5\u5f53\u8005\u304c `lot_range` \u304b\u3089\u5916\u3057\u305f\u30ed\u30c3\u30c8\u3068\u3001\u5916\u3057\u305f\u7406\u7531**\n- \u4e00\u6b21\u5831\u544a\u306e\u78ba\u5b9a\u7248\u3068\u3001\u914d\u5e03\u3057\u305f\u5148\u3068\u65e5\u6642\n- \u5f8c\u65e5\u5224\u660e\u3057\u305f\u5b9f\u969b\u306e\u539f\u56e0\u3068\u3001\u305d\u306e\u3068\u304d\u306e\u5bfe\u51e6\n\n**3\u3064\u76ee\u30685\u3064\u76ee\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\u3068\u3001\u7d5e\u308b\u5224\u65ad\u306e\u57fa\u6e96\u3092\u898b\u76f4\u3059\u3079\u304d\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002**","minimal_setup":"1. \u904e\u53bb3\u304b\u6708\u306e\u4e0d\u5177\u5408\u9023\u7d61\u304b\u30895\u4ef6\u3092\u9078\u3076\uff08\u3046\u30611\u4ef6\u306f\u985e\u4f3c\u4e8b\u4f8b\u304c\u904e\u53bb\u306b\u3042\u3063\u305f\u3082\u306e\uff09\n2. \u305d\u306e5\u4ef6\u306b\u3064\u3044\u3066\u3001\u5f53\u6642**\u3069\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u4f55\u56de\u958b\u3044\u305f\u304b**\u3092\u6570\u3048\u308b\n3. 1\u4ef6\u5206\u306e\u88fd\u9020\u5b9f\u7e3e\u30fb\u51fa\u8377\u5b9f\u7e3e\u30fb\u691c\u67fb\u8a18\u9332\u30fb\u5de5\u7a0b\u8a18\u9332\u30fb\u904e\u53bb\u4e8b\u4f8b\u3092\u3001\u624b\u3067CSV\u306b\u66f8\u304d\u51fa\u3059\n4. AI\u306e\u753b\u9762\u306b\u3001\u305d\u306eCSV\u3068\u75c7\u72b6\u306e\u6587\u7ae0\u3092\u8cbc\u308a\u4ed8\u3051\u308b\n5. \u300c\u3053\u306e\u60c5\u5831\u304b\u3089\u3001\u96c6\u3081\u305f\u4e8b\u5b9f\u3068\u904e\u53bb\u306e\u985e\u4f3c\u4e8b\u4f8b\u3068\u3001\u6b21\u306b\u78ba\u304b\u3081\u308b\u3053\u3068\u3092\u307e\u3068\u3081\u3066\u304f\u3060\u3055\u3044\u3002\u539f\u56e0\u306f\u66f8\u304b\u305a\u3001\u3059\u3079\u3066\u306e\u4e8b\u5b9f\u306b\u51fa\u3069\u3053\u308d\u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n6. \u51fa\u3066\u304d\u305f\u5185\u5bb9\u3092\u3001\u5f53\u6642\u306e\u4e00\u6b21\u5831\u544a\u3068\u6bd4\u3079\u308b\n\n**\u3053\u306e5\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u30c4\u30fc\u30eb\u3092\u4f5c\u308b\u524d\u306b**\u300c\u6750\u6599\u304c\u305d\u308d\u3048\u3070\u5831\u544a\u304c\u66f8\u3051\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\u4e00\u6b21\u5831\u544a\u3068\u540c\u3058\u4e8b\u5b9f\u304c\u305d\u308d\u3063\u3066\u3044\u308b | **6\u3064\u306e\u30c4\u30fc\u30eb\u306e\u5b9a\u7fa9\u306b\u9032\u3080** |\n| \u51fa\u3069\u3053\u308d\u304c\u66d6\u6627\uff0f\u539f\u56e0\u306e\u63a8\u5b9a\u304c\u6df7\u3058\u308b | \u8b58\u5225\u5b50\u3092\u7167\u4f1a\u7d50\u679c\u306b\u542b\u3081\u3001\u30b9\u30ad\u30fc\u30de\u304b\u3089\u539f\u56e0\u306e\u6b04\u3092\u5916\u3059\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u6750\u6599\u304c\u305d\u308d\u308f\u306a\u3044\uff08\u8a18\u9332\u304c\u7121\u3044\uff09 | **\u8a18\u9332\u306e\u6574\u5099\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**\u6700\u5f8c\u306e\u884c\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u5931\u6557\u3067\u306f\u306a\u304f\u3001**\u521d\u52d5\u8abf\u67fb\u304c\u9045\u3044\u7406\u7531\u304c\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**","minimal_setup_short":"\u6750\u6599\u3092\u624b\u3067\u96c6\u3081\u3066AI\u306b\u8cbc\u308a\u4ed8\u3051\u3001\u4e8b\u5b9f\u306e\u6574\u7406\u3068\u985e\u4f3c\u4e8b\u4f8b\u306e\u62bd\u51fa\u3092\u3055\u305b\u308b \uff0f \u4e00\u6b21\u5831\u544a\u306e\u307e\u3068\u3081","semi_auto_setup":"\u4e0a\u8a18\uff0b6\u3064\u306e\u30c4\u30fc\u30eb\u3092\u5b9a\u7fa9\u3057\u3001\u53d7\u4ed8\u30d5\u30a9\u30fc\u30e0\u3092\u8d77\u70b9\u306b\u9806\u306b\u7167\u4f1a\u3055\u305b\u308b \uff0f \u30ed\u30c3\u30c8\u306e\u7279\u5b9a\u3001\u51fa\u8377\u5148\u306e\u7279\u5b9a\u3001\u8a18\u9332\u306e\u53ce\u96c6\u3001\u985e\u4f3c\u4e8b\u4f8b\u306e\u8abf\u67fb","full_setup":"\u4e0a\u8a18\uff0b\u51fa\u8377\u4fdd\u7559\u306e\u5019\u88dc\u4e00\u89a7\u306e\u81ea\u52d5\u751f\u6210\uff0b\u53f0\u5e33\u3078\u306e\u66f8\u304d\u623b\u3057 \uff0f \u521d\u52d5\u8abf\u67fb\u306e\u5168\u4f53\u3068\u3001\u305d\u306e\u5f8c\u306e\u8ffd\u8de1","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u3082105\u5206\u304c85\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u2460\u304b\u3089\u2462\u306e75\u5206\u306f\u6b8b\u308b**\u306e\u3067\u3001\u521d\u52d5\u304c\u65e9\u304f\u306a\u308b\u52b9\u679c\u306f\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002**\u534a\u81ea\u52d5\u5316\u306785\u5206\u304b\u308939\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u3001\u4e0b\u66f8\u304d\u304c\u51fa\u308b\u307e\u3067\u304c\u6570\u5206\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u306e\u52b9\u679c\u304c\u3044\u3061\u3070\u3093\u5927\u304d\u304f\u3001\u672c\u8a18\u4e8b\u304c\u60f3\u5b9a\u3059\u308b\u306e\u3082\u3053\u3053\u3067\u3059\u3002** \u672c\u683c\u69cb\u6210\u3067\u306f\u5de5\u6570\u306f\u5909\u308f\u308a\u307e\u305b\u3093\u304c\u3001**\uff08d\uff09\u306e\u300c\u7bc4\u56f2\u3092\u305d\u306e\u5834\u3067\u6c7a\u3081\u3066\u3057\u307e\u3046\u300d\u304c\u89e3\u3051\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u88fd\u9020\u756a\u53f7\u304c\u7121\u3044\u306e\u306b\u8abf\u67fb\u304c\u59cb\u307e\u308b | **\u524d\u51e6\u7406\u3067\u5f3e\u304f\u3002** \u66f8\u5f0f\u304c\u5408\u308f\u306a\u3044\u9023\u7d61\u3067\u306f\u8d77\u52d5\u3057\u306a\u3044 |\n| \u8db3\u308a\u306a\u3044\u5f15\u6570\u3092AI\u304c\u88dc\u3063\u3066\u3057\u307e\u3046 | **\u30e2\u30c7\u30eb\u304c\u59a5\u5f53\u306b\u898b\u3048\u308b\u5024\u3092\u63a8\u6e2c\u3057\u3066\u57cb\u3081\u308b\u3053\u3068\u304c\u3042\u308b\u3002** `required` \u3068 `strict: true` \u306b\u52a0\u3048\u3001**\u30c4\u30fc\u30eb\u5074\u3067\u3082\u66f8\u5f0f\u3092\u691c\u8a3c\u3059\u308b** |\n| \u30c4\u30fc\u30eb\u3092\u547c\u3076\u9806\u756a\u304c\u5b89\u5b9a\u3057\u306a\u3044 | \u8aac\u660e\u6587\u306b\u300c\u3044\u3064\u547c\u3076\u304b\u300d\u300c\u305d\u306e\u524d\u306b\u4f55\u304c\u5fc5\u8981\u304b\u300d\u3092\u66f8\u304d\u3001**\u30ed\u30b0\u3067\u9806\u756a\u3092\u898b\u306a\u304c\u3089\u76f4\u3059** |\n| \u30ed\u30c3\u30c8\u7bc4\u56f2\u3092\u52dd\u624b\u306b\u72ed\u3081\u3089\u308c\u308b | **`expand_lot_range` \u30923\u3064\u306e scope \u3059\u3079\u3066\u3067\u547c\u3070\u305b\u308b** |\n| \u539f\u56e0\u306e\u63a8\u5b9a\u304c\u6df7\u3058\u308b | \u30b9\u30ad\u30fc\u30de\u304b\u3089\u539f\u56e0\u306e\u6b04\u3092\u5916\u3057\u3001**\u6587\u672b\u8868\u73fe\u3092\u5f8c\u6bb5\u3067\u6a5f\u68b0\u691c\u77e5\u3059\u308b** |\n| \u985e\u4f3c\u4e8b\u4f8b\u304c\u51fa\u3066\u3053\u306a\u3044 | \u75c7\u72b6\u306e\u8a00\u3044\u63db\u3048\u5bfe\u5fdc\u8868\u3092\u5148\u306b\u4f5c\u308b |\n| \u51fa\u3069\u3053\u308d\u304c\u66d6\u6627\u3067\u78ba\u8a8d\u306b\u6642\u9593\u304c\u304b\u304b\u308b | **`source` \u3092\u300c\u30b7\u30b9\u30c6\u30e0\u540d\/\u30c6\u30fc\u30d6\u30eb\/\u8b58\u5225\u5b50\u300d\u306e\u5f62\u306b\u56fa\u5b9a\u3059\u308b** |\n| \u6700\u521d\u306e1\u4ef6\u3060\u3051\u9045\u3044 | \u30b9\u30ad\u30fc\u30de\u306e\u6587\u6cd5\u306f\u30b3\u30f3\u30d1\u30a4\u30eb\u3055\u308c24\u6642\u9593\u30ad\u30e3\u30c3\u30b7\u30e5\u3055\u308c\u308b\u3002**\u6700\u521d\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u306e\u306f\u4ed5\u69d8** |\n| \u62c5\u5f53\u8005\u304c\u4e0b\u66f8\u304d\u3092\u305d\u306e\u307e\u307e\u51fa\u3059 | **\u51fa\u8377\u6570\u91cf\u30fb\u6e2c\u5b9a\u5024\u30fb\u88fd\u9020\u65e5\u306e3\u3064\u306e\u7167\u5408\u3092\u5fc5\u9808\u306b\u3059\u308b** |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u9867\u5ba2\u540d\u3001\u51fa\u8377\u5148\u3001\u51fa\u8377\u6570\u91cf\u3001\u4e0d\u5177\u5408\u306e\u75c7\u72b6\u3001\u88fd\u9020\u30ed\u30c3\u30c8\u306e\u691c\u67fb\u8a18\u9332\u3068\u5de5\u7a0b\u6761\u4ef6\u3002**\u3053\u306e\u3046\u3061\u300c\u3069\u306e\u9867\u5ba2\u304c\u3001\u3069\u306e\u4e0d\u5177\u5408\u3092\u7533\u544a\u3057\u305f\u304b\u300d\u3068\u300c\u3069\u306e\u9867\u5ba2\u306b\u4f55\u500b\u7d0d\u3081\u3066\u3044\u308b\u304b\u300d\u306f\u3001\u5916\u306b\u51fa\u305b\u306a\u3044\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u9867\u5ba2\u540d\u3092\u5916\u90e8AI\u306b\u6e21\u3055\u306a\u3044** \u2026 \u9867\u5ba2\u540d\u3068\u62c5\u5f53\u8005\u540d\u306f\u524d\u51e6\u7406\u3067\u7b26\u53f7\u306b\u7f6e\u304d\u63db\u3048\u3001**\u51fa\u8377\u5148\u3082\u9867\u5ba2\u30b3\u30fc\u30c9\u306e\u307e\u307e\u6e21\u3057\u307e\u3059\u3002\u793e\u540d\u306b\u623b\u3059\u306e\u306f\u4e00\u6b21\u5831\u544a\u3092\u7d44\u307f\u7acb\u3066\u308b\u6bb5\u968e\u3067\u3059\u3002** \u5916\u90e8\u3078\u51fa\u308b\u306e\u306f\u300c\u3069\u3053\u306e\u8ab0\u304b\u5206\u304b\u3089\u306a\u3044\u53d6\u5f15\u5148\u306e\u30ed\u30c3\u30c8\u756a\u53f7\u3068\u6570\u91cf\u300d\u3060\u3051\u306b\u306a\u308a\u307e\u3059\n2. **\u4e0d\u5177\u5408\u306e\u5185\u5bb9\u305d\u306e\u3082\u306e\u304c\u6a5f\u5fae\u306a\u60c5\u5831** \u2026 \u300c\u7d0d\u3081\u305f\u88fd\u54c1\u304c\u52d5\u304b\u306a\u3044\u300d\u306f\u9867\u5ba2\u306e\u7a3c\u50cd\u72b6\u6cc1\u3092\u793a\u3057\u307e\u3059\u3002**\u7b26\u53f7\u5316\u3057\u3066\u3082\u3001\u54c1\u756a\u3068\u6642\u671f\u304c\u305d\u308d\u3048\u3070\u63a8\u6e2c\u3067\u304d\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002** \u5165\u529b\u3092\u5b66\u7fd2\u306b\u4f7f\u308f\u306a\u3044\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\n3. **\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u66f8\u304d\u8fbc\u307f\u6a29\u9650\u3092\u6e21\u3055\u306a\u3044** \u2026 \u30c4\u30fc\u30eb\u306f\u3059\u3079\u3066\u8aad\u307f\u53d6\u308a\u5c02\u7528\u306b\u3057\u307e\u3059\u3002**\u63a5\u7d9a\u60c5\u5831\u306f\u30e2\u30c7\u30eb\u306b\u6e21\u308a\u307e\u305b\u3093\u3002** \u52a0\u3048\u3066\u3001**\u5168\u30ed\u30c3\u30c8\u306e\u691c\u67fb\u8a18\u9332\u3092\u5f15\u3051\u308b\u5168\u4ef6\u691c\u7d22\u306e\u30c4\u30fc\u30eb\u3092\u7528\u610f\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u305d\u3053\u304c\u60c5\u5831\u306e\u51fa\u53e3\u306b\u306a\u308a\u307e\u3059\n4. **\u539f\u56e0\u306e\u65ad\u5b9a\u3092AI\u306b\u3055\u305b\u306a\u3044** \u2026 \u4e00\u6b21\u5831\u544a\u306e\u539f\u56e0\u306e\u63a8\u5b9a\u306f**\u793e\u5185\u3067\u4e8b\u5b9f\u3068\u3057\u3066\u6271\u308f\u308c\u307e\u3059\u3002** \u5f8c\u65e5\u305d\u308c\u304c\u8aa4\u308a\u3060\u3063\u305f\u3068\u5206\u304b\u3063\u3066\u3082\u3001\u305d\u306e\u63a8\u5b9a\u3092\u524d\u63d0\u306b\u52d5\u3044\u305f\u5bfe\u5fdc\u306f\u623b\u305b\u307e\u305b\u3093\n5. **\u51fa\u8377\u3092\u6b62\u3081\u308b\u5224\u65ad\u306f\u4eba\u304c\u884c\u3046** \u2026 \u51fa\u3059\u306e\u306f\u5019\u88dc\u306e\u4e00\u89a7\u307e\u3067\u3067\u3059\u3002**\u51fa\u8377\u306e\u4fdd\u7559\u306f\u9867\u5ba2\u306e\u751f\u7523\u8a08\u753b\u306b\u76f4\u63a5\u5f71\u97ff\u3057\u307e\u3059**\n6. **\u8a18\u9332\u306e\u4fdd\u6301\u671f\u9593\u3092\u6c7a\u3081\u308b** \u2026 \u4fdd\u8a3c\u671f\u9593\u3084\u6cd5\u4ee4\u4e0a\u306e\u4fdd\u5b58\u7fa9\u52d9\u306b\u5fdc\u3058\u3066\u5909\u308f\u308a\u307e\u3059\u3002**\u30c4\u30fc\u30eb\u306e\u7d50\u679c\u3082\u8a18\u9332\u3068\u3057\u3066\u6271\u3046\u304b\u3092\u5148\u306b\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u7bc4\u56f2\u306e\u53d6\u308a\u9055\u3048\u3068\u3001\u539f\u56e0\u306e\u8aa4\u3063\u305f\u63a8\u5b9a\u306e2\u3064\u3067\u3059\u3002** \u7bc4\u56f2\u306f\u5e83\u3081\u306b\u51fa\u3059\u8a2d\u8a08\u3067\u5bfe\u51e6\u3057\u307e\u3059\u304c\u3001**\u63a8\u5b9a\u306f\u8a2d\u8a08\u3060\u3051\u3067\u306f\u9632\u3052\u307e\u305b\u3093\u3002** \u30b9\u30ad\u30fc\u30de\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u691c\u77e5\u306e3\u3064\u3092\u91cd\u306d\u307e\u3059\u3002","recommended_for":"\u9867\u5ba2\u304b\u3089\u306e\u4e0d\u5177\u5408\u9023\u7d61\u304c\u670810\u4ef6\u4ee5\u4e0a\u3042\u308a\u3001\u88fd\u9020\u756a\u53f7\u304b\u3089\u30ed\u30c3\u30c8\u3092\u305f\u3069\u308b\u8abf\u67fb\u3092\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c\u4eba\u624b\u3067\u884c\u3063\u3066\u3044\u308b\u88fd\u9020\u696d\u3002\u751f\u7523\u7ba1\u7406\u30fb\u51fa\u8377\u30fb\u691c\u67fb\u8a18\u9332\u30fb\u4e0d\u5177\u5408\u53f0\u5e33\u304c\u5225\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u5206\u304b\u308c\u3001\u8aad\u307f\u53d6\u308a\u5c02\u7528\u306e\u7167\u4f1a\u53e3\u3092\u7528\u610f\u3067\u304d\u308b\u5834\u5408\u3002\u4e00\u6b21\u5831\u544a\u306e\u69d8\u5f0f\u304c\u793e\u5185\u3067\u6c7a\u307e\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u4e0d\u5177\u5408\u306e\u9023\u7d61\u304c\u67082\u301c3\u4ef6\u3067\u3001\u62c5\u5f53\u80051\u540d\u304c\u8a18\u61b6\u306e\u7bc4\u56f2\u3067\u8ffd\u3048\u308b\u5834\u5408\u3002\u88fd\u9020\u756a\u53f7\u3068\u30ed\u30c3\u30c8\u306e\u5bfe\u5fdc\u304c\u8a18\u9332\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u3069\u306e\u88fd\u54c1\u304c\u3069\u306e\u30ed\u30c3\u30c8\u304b\u3089\u51fa\u305f\u306e\u304b\u9061\u308c\u306a\u3044\u5834\u5408\uff08\u5148\u306b\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3\u306e\u8a18\u9332\u3092\u4f5c\u308b\u307b\u3046\u304c\u52b9\u679c\u304c\u5927\u304d\u3044\uff09\u3002\u5831\u544a\u69d8\u5f0f\u3068\u671f\u9650\u304c\u6cd5\u4ee4\u3067\u5b9a\u3081\u3089\u308c\u3066\u3044\u308b\u696d\u52d9\u3067\u306f\u3001\u6cd5\u5b9a\u5831\u544a\u306e\u4ee3\u308f\u308a\u306b\u306f\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u88fd\u9020\u756a\u53f7\u304b\u3089\u30ed\u30c3\u30c8\u3092\u305f\u3069\u308c\u308b\u304b\u3092\u78ba\u304b\u3081\u308b**\n\n\u904e\u53bb3\u304b\u6708\u306e\u4e0d\u5177\u5408\u9023\u7d61\u304b\u30895\u4ef6\u3092\u9078\u3073\u3001\u305d\u306e\u88fd\u9020\u756a\u53f7\u3067\u751f\u7523\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3092\u691c\u7d22\u3057\u307e\u3059\u3002**5\u4ef6\u3059\u3079\u3066\u3067\u30ed\u30c3\u30c8\u304c\u7279\u5b9a\u3067\u304d\u308b\u304b\u3092\u898b\u307e\u3059\u3002** \u3067\u304d\u306a\u3044\u4ef6\u304c\u3042\u308c\u3070\u3001\u305d\u3053\u304c\u6700\u521d\u306b\u76f4\u3059\u3068\u3053\u308d\u3067\u3059\u3002\n\n**2\u9031\u76ee\uff1a5\u4ef6\u3067\u8a66\u3059**\n\n\u540c\u30585\u4ef6\u306e\u88fd\u9020\u5b9f\u7e3e\u30fb\u51fa\u8377\u5b9f\u7e3e\u30fb\u691c\u67fb\u8a18\u9332\u30fb\u5de5\u7a0b\u8a18\u9332\u30fb\u904e\u53bb\u4e8b\u4f8b\u3092\u624b\u3067CSV\u306b\u66f8\u304d\u51fa\u3057\u3001AI\u306b\u6e21\u3057\u307e\u3059\u3002**\u5f53\u6642\u306e\u4e00\u6b21\u5831\u544a\u3068\u6bd4\u3079\u3001\u4e8b\u5b9f\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u75c7\u72b6\u306e\u8a00\u3044\u63db\u3048\u5bfe\u5fdc\u8868\u3092\u4f5c\u308b**\n\n\u904e\u53bb2\u5e74\u5206\u306e\u53f0\u5e33\u304b\u3089\u75c7\u72b6\u306e\u66f8\u304b\u308c\u65b9\u3092\u6d17\u3044\u51fa\u3057\u3001**\u300c\u52d5\u304b\u306a\u3044\uff0f\u8d77\u52d5\u4e0d\u826f\uff0f\u901a\u96fb\u3057\u306a\u3044\u300d\u306e\u3088\u3046\u306b\u540c\u3058\u3053\u3068\u3092\u6307\u3059\u8a00\u8449\u3092\u307e\u3068\u3081\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u30c4\u30fc\u30eb\u30922\u3064\u3060\u3051\u4f5c\u308b**\n\n`lookup_lot_by_serial` \u3068 `list_lot_shipments` \u3060\u3051\u3092\u5b9a\u7fa9\u3057\u3001**\u300c\u88fd\u9020\u756a\u53f7\u3092\u6e21\u3059\u3068\u30ed\u30c3\u30c8\u3068\u51fa\u8377\u5148\u304c\u8fd4\u308b\u300d\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002** \u3053\u306e2\u3064\u3067105\u5206\u306e\u3046\u306145\u5206\u304c\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002\n\n**2\u304b\u6708\u76ee\uff1a** \u6b8b\u308b4\u3064\u306e\u30c4\u30fc\u30eb\u3092\u8db3\u3057\u3001`expand_lot_range` \u306e\u7bc4\u56f2\u306e\u5b9a\u7fa9\u3092\u73fe\u5834\u3068\u8a70\u3081\u307e\u3059\u3002**\u3069\u3053\u307e\u3067\u3092\u300c\u95a2\u4fc2\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u300d\u3068\u3059\u308b\u304b\u306f\u54c1\u8cea\u7ba1\u7406\u306e\u5224\u65ad\u3067\u3059\u30023\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u53d7\u4ed8\u30d5\u30a9\u30fc\u30e0\u3092\u8d77\u70b9\u306b\u81ea\u52d5\u3067\u52d5\u304b\u3057\u3001105\u5206\u304c\u4f55\u5206\u306b\u306a\u308b\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u62c5\u5f53\u8005\u304c `lot_range` \u304b\u3089\u5916\u3057\u305f\u30ed\u30c3\u30c8\u3092\u5fc5\u305a\u8a18\u9332\u3057\u3001** \u5f8c\u65e5\u305d\u3053\u3067\u540c\u3058\u4e0d\u5177\u5408\u304c\u51fa\u3066\u3044\u306a\u3044\u304b\u3092\u8ffd\u3048\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002\n\n---","related_usecases":["UC-0078","UC-0039","UC-0051","UC-0098"],"related_articles":[{"id":4643,"slug":"hikaku-kento-makeru","title":"\u6bd4\u8f03\u691c\u8a0e\u3067\u8ca0\u3051\u308b\u539f\u56e0\u306f\u60c5\u5831\u4e0d\u8db3\uff5c\u9078\u5b9a\u8868\u306b\u8f09\u308b\u6e96\u5099"},{"id":7760,"slug":"ai-agent-governance-tosei","title":"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30ac\u30d0\u30ca\u30f3\u30b9\uff5c\u30e2\u30c7\u30eb\u306e\u7d71\u5236\u3068\u306f\u5225\u7269"},{"id":7208,"slug":"agent-eval-toha","title":"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u8a55\u4fa1\u3068\u306f\uff1f\uff5c\u7b54\u3048\u3060\u3051\u3067\u306f\u6e2c\u308c\u306a\u3044"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u30c4\u30fc\u30eb\u5229\u7528\uff08\u95a2\u6570\u547c\u3073\u51fa\u3057\uff09\u304c\u3001\u81ea\u5206\u3067\u5b9a\u7fa9\u3057\u305f\u95a2\u6570\u3084 Anthropic \u304c\u7528\u610f\u3059\u308b\u95a2\u6570\u3092 Claude \u306b\u547c\u3070\u305b\u308b\u4ed5\u7d44\u307f\u3067\u3042\u308b\u3053\u3068\u3002\u3069\u306e\u30c4\u30fc\u30eb\u3092\u547c\u3076\u304b\u3092\u3001\u4f9d\u983c\u5185\u5bb9\u3068\u30c4\u30fc\u30eb\u306e\u8aac\u660e\u6587\uff08description\uff09\u304b\u3089 Claude \u304c\u5224\u65ad\u3059\u308b\u3053\u3068\u3002\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30c4\u30fc\u30eb\u306f\u81ea\u5206\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u52d5\u304d\u3001Claude \u306f `stop_reason: \"tool_use\"` \u3068 `tool_use` \u30d6\u30ed\u30c3\u30af\u3092\u8fd4\u3057\u3001\u5b9f\u884c\u7d50\u679c\u3092 `tool_result` \u3068\u3057\u3066\u9001\u308a\u8fd4\u3059\u5f80\u5fa9\u306b\u306a\u308b\u3053\u3068\u3002\u30c4\u30fc\u30eb\u5b9a\u7fa9\u304c `name`\u3001`description`\u3001`input_schema`\uff08`type`\uff0f`properties`\uff0f`required`\uff09\u3067\u66f8\u304b\u308c\u308b\u3053\u3068\u3002`tool_choice` \u306e\u65e2\u5b9a\u304c `{\"type\": \"auto\"}` \u3067\u3001`disable_parallel_tool_use` \u3092\u771f\u306b\u3059\u308b\u3068\u547c\u3073\u51fa\u3057\u30921\u3064\u306b\u6291\u3048\u3089\u308c\u308b\u3053\u3068\u3002`strict: true` \u3067\u547c\u3073\u51fa\u3057\u304c\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306b\u306a\u308b\u3053\u3068\u3002`tools` \u30d1\u30e9\u30e1\u30fc\u30bf\u3082\u5165\u529b\u30c8\u30fc\u30af\u30f3\u3068\u3057\u3066\u8ab2\u91d1\u3055\u308c\u3001\u5c02\u7528\u306e\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u52a0\u308f\u308b\u3053\u3068\u3002\u60c5\u5831\u304c\u8db3\u308a\u306a\u3044\u3068\u304d\u3001\u30e2\u30c7\u30eb\u304c\u6e21\u3055\u308c\u3066\u3044\u306a\u3044\u5024\u3092\u63a8\u6e2c\u3057\u3066\u57cb\u3081\u308b\u3053\u3068\u304c\u3042\u308b\u3053\u3068 | [Claude Docs: Tool use with Claude](https:\/\/platform.claude.com\/docs\/en\/agents-and-tools\/tool-use\/overview) | 2026-09-22 |\n| structured outputs \u304c\u3001\u5fdc\u7b54\u3092\u6307\u5b9a\u3057\u305fJSON\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u305b\u308b\u6a5f\u80fd\u3067\u3042\u308a\u3001`output_config.format` \u306b `{\"type\": \"json_schema\", \"schema\": ...}` \u3092\u6e21\u3059\u5f62\u3067\u3042\u308b\u3053\u3068\u3002\u5236\u7d04\u4ed8\u304d\u30c7\u30b3\u30fc\u30c9\u306b\u3088\u308a\u5fdc\u7b54\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u89e3\u6790\u306e\u5931\u6557\u30fb\u5fc5\u9808\u9805\u76ee\u306e\u6b20\u843d\u30fb\u578b\u306e\u4e0d\u4e00\u81f4\u3092\u9632\u3052\u308b\u3053\u3068\u3002`enum`\u3001`const`\u3001`required`\u3001`additionalProperties: false`\u3001`$ref`\uff0f`$def` \u304c\u4f7f\u3048\u3001`minimum`\uff0f`maximum`\u3001`minLength`\uff0f`maxLength`\u3001\u518d\u5e30\u7684\u306a\u30b9\u30ad\u30fc\u30de\u3001\u5916\u90e8\u306e `$ref` \u306f\u4f7f\u3048\u305a400\u30a8\u30e9\u30fc\u306b\u306a\u308b\u3053\u3068\u3002\u30b9\u30ad\u30fc\u30de\u306e\u6587\u6cd5\u306f\u30b3\u30f3\u30d1\u30a4\u30eb\u3055\u308c\u6700\u5f8c\u306b\u4f7f\u3063\u3066\u304b\u308924\u6642\u9593\u30ad\u30e3\u30c3\u30b7\u30e5\u3055\u308c\u3001\u69cb\u9020\u3084\u30c4\u30fc\u30eb\u306e\u96c6\u5408\u3092\u5909\u3048\u308b\u3068\u7121\u52b9\u306b\u306a\u308b\u304c `name` \u3084 `description` \u3060\u3051\u306e\u5909\u66f4\u3067\u306f\u7121\u52b9\u306b\u306a\u3089\u306a\u3044\u3053\u3068\u3002\u51fa\u529b\u5f62\u5f0f\u3092\u8aac\u660e\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u52a0\u308f\u308b\u305f\u3081\u5165\u529b\u30c8\u30fc\u30af\u30f3\u304c\u5897\u3048\u3001`output_config.format` \u306e\u5909\u66f4\u3067\u30d7\u30ed\u30f3\u30d7\u30c8\u30ad\u30e3\u30c3\u30b7\u30e5\u304c\u7121\u52b9\u306b\u306a\u308b\u3053\u3068\u3002`strict: true` \u306e\u30c4\u30fc\u30eb\u5229\u7528\u3068\u4f75\u7528\u3067\u304d\u308b\u3053\u3068\u3002\u63d0\u4f9b\u72b6\u6cc1\u304cGA\u3067\u3042\u308b\u3053\u3068\u3002\u65e7\u6765\u306e `output_format` \u304c\u7f6e\u304d\u63db\u3048\u3089\u308c\u3066\u3044\u308b\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-09-22 |\n\n4\u3064\u306e\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u7167\u4f1a\u65b9\u6cd5\u306f\u88fd\u54c1\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u305f\u3081\u3001**\u8aad\u307f\u53d6\u308a\u5c02\u7528\u306eAPI\u3084\u30d3\u30e5\u30fc\u304c\u7528\u610f\u3067\u304d\u308b\u304b\u306f\u5c0e\u5165\u524d\u306b\u30d9\u30f3\u30c0\u30fc\u3078\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u307e\u305f\u3001\u4e0d\u5177\u5408\u767a\u751f\u6642\u306e\u5831\u544a\u7fa9\u52d9\u3084\u8a18\u9332\u306e\u4fdd\u5b58\u671f\u9593\u306f\u6cd5\u4ee4\u3084\u9867\u5ba2\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3067\u5b9a\u307e\u308b\u305f\u3081\u3001**\u81ea\u793e\u306e\u54c1\u8cea\u4fdd\u8a3c\u90e8\u9580\u3068\u6cd5\u52d9\u90e8\u9580\u3078\u306e\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002**\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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