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CSV\u306e\u66f8\u304d\u51fa\u3057\u304bAPI\u3067\u53d6\u308a\u51fa\u305b\u308b\u304b\u306f\u3001\u4f7f\u3063\u3066\u3044\u308b\u30b7\u30b9\u30c6\u30e0\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\u53d6\u308a\u51fa\u305b\u306a\u3044\u5834\u5408\u306f\u3001\u66f8\u304d\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u6c7a\u307e\u3063\u305f\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304f\u904b\u7528\u306b\u3057\u307e\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u7533\u8acb\u306e\u9805\u76ee | \u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u304d\u51fa\u3057 | \u6761\u9805\u306e\u5f53\u3066\u306f\u3081\u306e\u5bfe\u8c61 |\n| \u6dfb\u4ed8\u306ePDF | \u7533\u8acb\u756a\u53f7\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0 | \u7533\u8acb\u306e\u5185\u5bb9\u3068\u306e\u7a81\u304d\u5408\u308f\u305b |\n| \u7814\u7a76\u671f\u9593\u30fb\u8ca1\u6e90\u30fb\u540d\u7c3f | \u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7 | \u30eb\u30fc\u30eb\u30bb\u30c3\u30c8\u306e\u9078\u629e\u3068\u3001\u6a5f\u68b0\u3067\u6c7a\u307e\u308b\u70b9\u306e\u5224\u5b9a |\n| \u6761\u9805\u306e\u672c\u6587 | \u30eb\u30fc\u30eb\u96c6\u306e\u8868 | AI\u306b\u6e21\u3059\u5224\u5b9a\u306e\u57fa\u6e96 |\n| \u904e\u53bb\u306e\u5224\u65ad | \u70b9\u691c\u306e\u8a18\u9332 | \u6a5f\u95a2\u306e\u89e3\u91c8\u306e\u4f8b |\n\n**\u30eb\u30fc\u30eb\u96c6\u306e\u8868\u306f\u3001\u4eba\u304c\u4f5c\u308a\u307e\u3059\u3002** \u4f7f\u7528\u30eb\u30fc\u30eb\u306ePDF\u3092\u6761\u9805\u3054\u3068\u306b\u5207\u308a\u3001`rule_set`\uff08\u4f8b\uff1a`kaken_hojo_2026` \uff0f `kaken_kikin_2026`\uff09\u3001\u6761\u9805\u756a\u53f7\u3001\u898b\u51fa\u3057\u3001\u672c\u6587\u3001\u9069\u7528\u3059\u308b\u8cbb\u76ee\u3092\u5217\u306b\u6301\u305f\u305b\u307e\u3059\u3002**\u6761\u9805\u306e\u756a\u53f7\u306f\u8ca1\u6e90\u3067\u9055\u3046\u306e\u3067\u3001\u756a\u53f7\u3067\u306f\u306a\u304f `rule_set` \u3068\u898b\u51fa\u3057\u306e\u7d44\u3067\u5f15\u304d\u307e\u3059\u3002**","preprocessing":"1. **\u30eb\u30fc\u30eb\u30bb\u30c3\u30c8\u306e\u9078\u629e** \u2026 \u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7\u306e\u8ca1\u6e90\u306e\u533a\u5206\u3068\u5e74\u5ea6\u304b\u3089 `rule_set` \u3092\u6c7a\u3081\u307e\u3059\u3002**\u533a\u5206\u304c\u7a7a\u306a\u3089\u3001AI\u306b\u6e21\u3055\u305a\u306b `review` \u306b\u3057\u307e\u3059**\n2. **\u7814\u7a76\u671f\u9593\u306e\u5224\u5b9a** \u2026 \u7533\u8acb\u65e5\u3068\u7d0d\u54c1\u4e88\u5b9a\u65e5\u30fb\u51fa\u5f35\u306e\u671f\u9593\u304c\u7814\u7a76\u671f\u9593\u306b\u5165\u3063\u3066\u3044\u308b\u304b\u3092\u3001\u65e5\u4ed8\u3067\u898b\u307e\u3059\n3. **\u5e74\u5ea6\u3092\u8d8a\u3048\u308b\u7d0d\u54c1\u306e\u5224\u5b9a** \u2026 \u88dc\u52a9\u91d1\u306e\u30eb\u30fc\u30eb\u30bb\u30c3\u30c8\u3067\u3001\u7d0d\u54c1\u4e88\u5b9a\u65e5\u304c\u5e74\u5ea6\u306e3\u670831\u65e5\u3092\u8d8a\u3048\u308b\u3082\u306e\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\n4. **\u672c\u4eba\u3078\u306e\u8b1d\u91d1\u30fb\u4eba\u4ef6\u8cbb\u306e\u5224\u5b9a** \u2026 \u8b1d\u91d1\u30fb\u4eba\u4ef6\u8cbb\u306e\u76f8\u624b\u65b9\u3092\u3001\u7814\u7a76\u4ee3\u8868\u8005\u3068\u5206\u62c5\u8005\u306e\u540d\u7c3f\u3068\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002**\u6c0f\u540d\u306e\u8868\u8a18\u3086\u308c\u306f\u8077\u54e1\u756a\u53f7\u3067\u5408\u308f\u305b\u307e\u3059**\n5. **\u5408\u7b97\u306e\u6709\u7121\u306e\u78ba\u8a8d** \u2026 \u8ca1\u6e90\u304c\u8907\u6570\u5165\u3063\u3066\u3044\u308b\u7533\u8acb\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\n6. **\u6dfb\u4ed8\u306e\u78ba\u8a8d** \u2026 PDF\u304c\u958b\u3051\u308b\u304b\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u304c\u639b\u304b\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\u3002Claude API \u304c\u6271\u3048\u308b\u306e\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3084\u6697\u53f7\u5316\u306e\u7121\u3044\u6a19\u6e96\u306ePDF\u3067\u3059\n7. **\u6e21\u3059\u6761\u9805\u306e\u7d5e\u308a\u8fbc\u307f** \u2026 \u8cbb\u76ee\u306b\u95a2\u4fc2\u3059\u308b\u6761\u9805\u3060\u3051\u3092\u30eb\u30fc\u30eb\u96c6\u304b\u3089\u9078\u3073\u307e\u3059\u3002**\u5168\u6761\u9805\u3092\u6bce\u56de\u6e21\u3057\u307e\u305b\u3093**\n\n**2\u756a\u76ee\u304b\u30894\u756a\u76ee\u306e\u7d50\u679c\u306f\u3001AI\u306b\u6e21\u3059\u524d\u306b\u78ba\u5b9a\u3055\u305b\u307e\u3059\u3002** AI\u306b\u306f\u300c\u3053\u306e\u7533\u8acb\u306f\u7814\u7a76\u671f\u9593\u5185\u3067\u3001\u8b1d\u91d1\u306e\u76f8\u624b\u306f\u540d\u7c3f\u306b\u7121\u3044\u300d\u3068\u4e8b\u5b9f\u3068\u3057\u3066\u6e21\u3057\u3001**\u540c\u3058\u3053\u3068\u3092\u63a8\u3057\u91cf\u3089\u305b\u307e\u305b\u3093\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u6e21\u3057\u305f\u6761\u9805\u306e1\u3064\u305a\u3064\u306b\u3064\u3044\u3066\u3001\u3053\u306e\u7533\u8acb\u304c\u5f53\u3066\u306f\u307e\u308b\u304b\u3001\u60c5\u5831\u304c\u8db3\u308a\u306a\u3044\u304b\u3092\u5224\u5b9a\u3057\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u3092\u5199\u3059\u3053\u3068\u3067\u3059\u3002**\n\n| \u898b\u308b\u3082\u306e | \u5224\u5b9a\u306e\u4ed5\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u5efa\u7269\u7b49\u306e\u65bd\u8a2d\u306b\u95a2\u3059\u308b\u7d4c\u8cbb | \u54c1\u540d\u30fb\u898b\u7a4d\u306e\u660e\u7d30\u304c\u5de5\u4e8b\u30fb\u8a2d\u5099\u306e\u6539\u4fee\u306b\u5f53\u305f\u308b\u304b\u3002\u8cfc\u5165\u3057\u305f\u7269\u54c1\u306e\u636e\u4ed8\u306f\u9664\u304f | \u660e\u7d30\u304c\u7121\u3051\u308c\u3070 `needs_info` |\n| \u9593\u63a5\u7d4c\u8cbb\u304c\u9069\u5207\u306a\u7d4c\u8cbb | \u6a5f\u95a2\u3067\u901a\u5e38\u5099\u3048\u308b\u3079\u304d\u7269\u304b\u3001\u7814\u7a76\u8ab2\u984c\u306b\u5c02\u3089\u4f7f\u3046\u7269\u304b | \u7814\u7a76\u8ab2\u984c\u3068\u306e\u95a2\u4fc2\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `needs_info` |\n| \u5408\u7b97\u4f7f\u7528 | \u4ed6\u306e\u7d4c\u8cbb\u3068\u5408\u308f\u305b\u308b\u3068\u304d\u3001\u4f7f\u7528\u533a\u5206\u304c\u660e\u3089\u304b\u304b | \u533a\u5206\u306e\u8a18\u8f09\u304c\u7121\u3051\u308c\u3070 `needs_info` |\n| \u63db\u91d1\u6027\u306e\u9ad8\u3044\u7269\u54c1 | \u6a5f\u95a2\u306e\u898f\u7a0b\u306e\u4e00\u89a7\u306b\u5f53\u305f\u308b\u304b\uff08\u30d1\u30bd\u30b3\u30f3\u3001\u30bf\u30d6\u30ec\u30c3\u30c8\u306a\u3069\uff09 | \u5f53\u305f\u308c\u3070\u7ba1\u7406\u306e\u624b\u7d9a\u304d\u3092\u6848\u5185\u3059\u308b\u5370 |\n| \u51fa\u5f35\u306e\u7528\u52d9 | \u7528\u52d9\u5185\u5bb9\u30fb\u8a2a\u554f\u5148\u30fb\u5bbf\u6cca\u5148\u30fb\u9762\u8ac7\u8005\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3002\u7528\u52d9\u304c\u7814\u7a76\u8ab2\u984c\u3068\u95a2\u4fc2\u3059\u308b\u304b | \u6b20\u3051\u305f\u9805\u76ee\u3092 `needs_info` |\n| \u7533\u8acb\u3068\u6dfb\u4ed8\u306e\u98df\u3044\u9055\u3044 | \u91d1\u984d\u30fb\u6570\u91cf\u30fb\u65e5\u4ed8\u30fb\u54c1\u540d\u304c\u898b\u7a4d\u3084\u6848\u5185\u3068\u5408\u3046\u304b | \u8aad\u3081\u306a\u3044\u7b87\u6240\u306f `needs_info` |\n\n**`suspect` \u3068 `needs_info` \u306e\u533a\u5225\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u4e2d\u5fc3\u3067\u3059\u3002** `suspect` \u306f\u66f8\u304b\u308c\u305f\u5185\u5bb9\u304b\u3089\u4f7f\u3048\u306a\u3044\u7d4c\u8cbb\u306b\u5f53\u305f\u308b\u7591\u3044\u304c\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u3001`needs_info` \u306f\u5224\u65ad\u306b\u8981\u308b\u60c5\u5831\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**\u524d\u8005\u306f\u7d4c\u7406\u306e\u78ba\u8a8d\u3001\u5f8c\u8005\u306f\u7814\u7a76\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u56de\u308a\u307e\u3059\u3002**\n\n**\u51fa\u5f35\u306e4\u9805\u76ee\u306f\u3001\u6587\u90e8\u79d1\u5b66\u7701\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u304b\u3089\u6765\u3066\u3044\u307e\u3059\u3002** \u7814\u7a76\u6a5f\u95a2\u306b\u304a\u3051\u308b\u516c\u7684\u7814\u7a76\u8cbb\u306e\u7ba1\u7406\u30fb\u76e3\u67fb\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306f\u3001\u51fa\u5f35\u8a08\u753b\u306e\u5b9f\u884c\u72b6\u6cc1\u306e\u628a\u63e1\u306b\u5f53\u305f\u3063\u3066\u3001**\u7528\u52d9\u5185\u5bb9\u3001\u8a2a\u554f\u5148\u3001\u5bbf\u6cca\u5148\u3001\u9762\u8ac7\u8005\u7b49\u304c\u78ba\u8a8d\u3067\u304d\u308b\u5831\u544a\u66f8\u7b49\u306e\u63d0\u51fa\u3092\u6c42\u3081**\u3001\u91cd\u8907\u53d7\u7d66\u304c\u306a\u3044\u304b\u3082\u542b\u3081\u3066\u78ba\u8a8d\u3059\u308b\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u63db\u91d1\u6027\u306e\u9ad8\u3044\u7269\u54c1\u306f\u3001\u8cfc\u5165\u3057\u305f\u3053\u3068\u306e\u660e\u793a\u3068\u6240\u5728\u306e\u8a18\u9332\u3067\u7ba1\u7406\u3057\u3001**\u7279\u306b\u30d1\u30bd\u30b3\u30f3\u306f\u9069\u5207\u306b\u7ba1\u7406\u3059\u308b\u3053\u3068\u304c\u671b\u307e\u3057\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u652f\u51fa\u3092\u8a8d\u3081\u308b\u304b\u306e\u7d50\u8ad6 | \u6a5f\u95a2\u3068\u3057\u3066\u5224\u65ad\u3059\u308b\u3053\u3068\u3067\u3001\u7d4c\u7406\u3068\u7814\u7a76\u63a8\u9032\u306e\u8cac\u4efb |\n| \u4e0d\u6b63\u306e\u7591\u3044\u306e\u6307\u6458 | \u8abf\u67fb\u306f\u5225\u306e\u624b\u7d9a\u304d\u3002\u70b9\u691c\u306e\u7d50\u679c\u306b\u300c\u4e0d\u6b63\u300d\u3068\u3044\u3046\u8a9e\u3092\u51fa\u3055\u306a\u3044 |\n| \u7814\u7a76\u306e\u5fc5\u8981\u6027\u306e\u8a55\u4fa1 | \u7814\u7a76\u306e\u4e2d\u8eab\u306e\u5224\u65ad\u306f\u7814\u7a76\u8005\u3068\u5be9\u67fb\u306e\u5074\u306e\u3082\u306e |\n| \u60c5\u5831\u306e\u88dc\u5b8c | \u9762\u8ac7\u8005\u3084\u7528\u9014\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u305d\u308c\u3089\u3057\u304f\u57cb\u3081\u306a\u3044 |\n| \u30eb\u30fc\u30eb\u306e\u89e3\u91c8\u306e\u5275\u4f5c | \u6e21\u3057\u305f\u6761\u9805\u3068\u904e\u53bb\u306e\u5224\u65ad\u4ee5\u5916\u3092\u6839\u62e0\u306b\u3057\u306a\u3044 |\n\n**2\u884c\u76ee\u3092\u5916\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u70b9\u691c\u306e\u7d50\u679c\u306f\u7814\u7a76\u8005\u306e\u76ee\u306b\u3082\u89e6\u308c\u307e\u3059\u3002**\u60c5\u5831\u304c\u8db3\u308a\u306a\u3044\u3060\u3051\u306e\u7533\u8acb\u306b\u300c\u4e0d\u6b63\u300d\u306e\u8a9e\u304c\u4ed8\u3051\u3070\u3001\u70b9\u691c\u305d\u306e\u3082\u306e\u304c\u4fe1\u983c\u3092\u5931\u3044\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u7814\u7a76\u6a5f\u95a2\u306e\u7814\u7a76\u63a8\u9032\u8ab2\u3067\u3001\u516c\u7684\u7814\u7a76\u8cbb\u306e\u652f\u51fa\u7533\u8acb\u3092\u70b9\u691c\u3059\u308b\u62c5\u5f53\u8005\u306e\u88dc\u52a9\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u7533\u8acb\u30fb\u6dfb\u4ed8\u30fb\u6761\u9805\u3060\u3051\u3092\u898b\u3066\u3001\u6761\u9805\u3054\u3068\u306b\u5224\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5224\u5b9a\u306e\u5bfe\u8c61\u3011\n\u6e21\u3055\u308c\u305f\u6761\u9805\uff08rule_set \u3068\u898b\u51fa\u3057\u3067\u793a\u3057\u307e\u3059\uff09\u306e1\u3064\u305a\u3064\u306b\u3064\u3044\u3066\u3001\u3053\u306e\u7533\u8acb\u304c\n\u5f53\u3066\u306f\u307e\u308b\u304b\u3001\u5224\u65ad\u306b\u8981\u308b\u60c5\u5831\u304c\u8db3\u308a\u306a\u3044\u304b\u3092\u5224\u5b9a\u3057\u307e\u3059\u3002\n\u6e21\u3055\u308c\u3066\u3044\u306a\u3044\u6761\u9805\u3084\u3001\u4e00\u822c\u7684\u306a\u77e5\u8b58\u3092\u6839\u62e0\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ............. \u6761\u9805\u306b\u7167\u3089\u3057\u3066\u554f\u984c\u306b\u306a\u308b\u8a18\u8f09\u304c\u7121\u304f\u3001\u5224\u65ad\u306b\u8981\u308b\u60c5\u5831\u3082\u305d\u308d\u3063\u3066\u3044\u308b\n- needs_info ..... \u5224\u65ad\u306b\u8981\u308b\u60c5\u5831\u304c\u7533\u8acb\u306b\u3082\u6dfb\u4ed8\u306b\u3082\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\n- suspect ........ \u66f8\u304b\u308c\u305f\u5185\u5bb9\u304b\u3089\u3001\u6761\u9805\u306b\u5f53\u3066\u306f\u307e\u308b\uff08\u4f7f\u3048\u306a\u3044\u7d4c\u8cbb\u306b\u5f53\u305f\u308b\uff09\u7591\u3044\u304c\u3042\u308b\n- not_applicable . \u3053\u306e\u7533\u8acb\u306e\u8cbb\u76ee\u306b\u306f\u95a2\u4fc2\u3057\u306a\u3044\u6761\u9805\n\u8ff7\u3063\u305f\u3068\u304d\u306b ok \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u60c5\u5831\u3092\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u7528\u9014\u3001\u9762\u8ac7\u8005\u3001\u5bbf\u6cca\u5148\u306a\u3069\u304c\n  \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 needs_info \u3068\u3057\u3001missing_items \u306b\u6b20\u3051\u3066\u3044\u308b\u9805\u76ee\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u60c5\u5831\u304c\u8db3\u308a\u306a\u3044\u3053\u3068\u3092\u3001suspect \u306e\u7406\u7531\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u4e0d\u6b63\u300d\u300c\u4e0d\u9069\u5207\u300d\u3068\u3044\u3046\u8a9e\u3092\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u652f\u51fa\u3092\u8a8d\u3081\u308b\u304b\u3001\u5dee\u3057\u623b\u3059\u3079\u304d\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7814\u7a76\u306e\u5fc5\u8981\u6027\u3084\u7814\u7a76\u306e\u4fa1\u5024\u3092\u8a55\u4fa1\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u7533\u8acb\u30fb\u6dfb\u4ed8\u30fb\u6761\u9805\u306e\u6587\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3001\n  \u3069\u3053\u304b\u3089\u5199\u3057\u305f\u304b\uff08application \/ attachment \/ rule\uff09\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u524d\u51e6\u7406\u306e\u7d50\u679c\uff08\u7814\u7a76\u671f\u9593\u3001\u5e74\u5ea6\u3092\u8d8a\u3048\u308b\u7d0d\u54c1\u3001\u672c\u4eba\u3078\u306e\u8b1d\u91d1\uff09\u306f\u78ba\u5b9a\u3057\u305f\u4e8b\u5b9f\u3067\u3059\u3002\n  \u5224\u5b9a\u3057\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u904e\u53bb\u306e\u5224\u65ad\u306e\u4f8b\u306f\u3001\u540c\u3058\u6761\u9805\u306e\u89e3\u91c8\u306e\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4f8b\u3068\u98df\u3044\u9055\u3046\u5224\u5b9a\u3092\u3059\u308b\u3068\u304d\u306f\u3001\u305d\u306e\u7406\u7531\u3092 reason \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7533\u8acb\u3068\u6dfb\u4ed8\u3067\u91d1\u984d\u30fb\u6570\u91cf\u30fb\u65e5\u4ed8\u30fb\u54c1\u540d\u304c\u98df\u3044\u9055\u3048\u3070\u3001\u6761\u9805\u3068\u306f\u5225\u306b mismatches \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7533\u8acb\u3011{application}\n\u3010\u6dfb\u4ed8\u306ePDF\u3011\uff08document \u3068\u3057\u3066\u6e21\u3059\uff09\n\u3010\u524d\u51e6\u7406\u306e\u7d50\u679c\u3011{precheck}\n\u3010\u6761\u9805\u3011{rules}\n\u3010\u904e\u53bb\u306e\u5224\u65ad\u306e\u4f8b\u3011{precedents}\n```\n\n**\u300c\u60c5\u5831\u304c\u8db3\u308a\u306a\u3044\u3053\u3068\u3092\u3001suspect \u306e\u7406\u7531\u306b\u3057\u306a\u3044\u300d\u304c\u6700\u3082\u52b9\u304f1\u6587\u3067\u3059\u3002** \u3053\u308c\u304c\u7121\u3044\u3068\u3001\u7814\u7a76\u8ab2\u984c\u3068\u306e\u95a2\u4fc2\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u30d1\u30bd\u30b3\u30f3\u306e\u8cfc\u5165\u3092\u300c\u901a\u5e38\u5099\u3048\u308b\u3079\u304d\u7269\u306b\u5f53\u305f\u308b\u7591\u3044\u300d\u3068\u5224\u5b9a\u3057\u307e\u3059\u3002**\u66f8\u3044\u3066\u3044\u306a\u3044\u3053\u3068\u3068\u3001\u4f7f\u3048\u306a\u3044\u3053\u3068\u306f\u5225\u3067\u3059\u3002**\n\n**\u300c\u6e21\u3055\u308c\u3066\u3044\u306a\u3044\u6761\u9805\u3092\u6839\u62e0\u306b\u3057\u306a\u3044\u300d\u3082\u5916\u305b\u307e\u305b\u3093\u3002** AI\u306f\u7814\u7a76\u8cbb\u306e\u4e00\u822c\u7684\u306a\u77e5\u8b58\u3092\u6301\u3063\u3066\u304a\u308a\u3001\u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070\u4ed6\u306e\u914d\u5206\u6a5f\u95a2\u306e\u30eb\u30fc\u30eb\u3084\u53e4\u3044\u7248\u306e\u8a18\u61b6\u3067\u5224\u5b9a\u3057\u307e\u3059\u3002**\u6839\u62e0\u3092\u3001\u6e21\u3057\u305f\u8868\u306e\u7248\u306b\u9589\u3058\u8fbc\u3081\u307e\u3059\u3002**","output_data":"**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** `output_config.format` \u306b `type: \"json_schema\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u8fd4\u7b54\u304c\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3063\u305fJSON\u306b\u306a\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"application_id\": \"\",\n  \"rule_set\": \"kaken_hojo_2026 | kaken_kikin_2026 | other\",\n  \"checks\": [\n    { \"rule_id\": \"\", \"rule_heading\": \"\",\n      \"status\": \"ok | needs_info | suspect | not_applicable\",\n      \"reason\": \"\",\n      \"missing_items\": [],\n      \"evidence\": [ { \"source\": \"application | attachment | rule\", \"text\": \"\" } ] }\n  ],\n  \"mismatches\": [ { \"field\": \"\", \"application_value\": \"\", \"attachment_value\": \"\" } ],\n  \"asset_control_flag\": false,\n  \"question_draft\": \"\"\n}\n```\n\n**`status` \u3092 `enum` \u306b\u3057\u3066\u30014\u3064\u4ee5\u5916\u306e\u5024\u3092\u8fd4\u3055\u305b\u307e\u305b\u3093\u3002** \u69cb\u9020\u5316\u51fa\u529b\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001`enum` \u306e\u5927\u6587\u5b57\u30fb\u5c0f\u6587\u5b57\u306f\u4fdd\u8a3c\u3055\u308c\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001**\u53d7\u3051\u53d6\u3063\u305f\u5074\u3067\u5c0f\u6587\u5b57\u306b\u305d\u308d\u3048\u3066\u304b\u3089\u6bd4\u3079\u307e\u3059\u3002** \u6570\u5024\u306e\u7bc4\u56f2\u3084\u6587\u5b57\u6570\u306e\u5236\u7d04\u306f\u30b9\u30ad\u30fc\u30de\u306b\u66f8\u3051\u306a\u3044\u306e\u3067\u3001`evidence` \u304c\u7a7a\u3067\u306a\u3044\u304b\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**\u632f\u308a\u5206\u3051\u306f\u3001AI\u306e\u51fa\u529b\u3092\u53d7\u3051\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6c7a\u3081\u307e\u3059\u3002**\n\n| `verdict` | \u6761\u4ef6 |\n|:--|:--|\n| `review` | `suspect` \u304c1\u3064\u3067\u3082\u3042\u308b\u3002\u524d\u51e6\u7406\u3067\u7814\u7a76\u671f\u9593\u5916\u30fb\u5e74\u5ea6\u8d8a\u3048\u30fb\u672c\u4eba\u3078\u306e\u8b1d\u91d1\u304c\u51fa\u305f\u3002`rule_set` \u304c\u6c7a\u307e\u3089\u306a\u3044 |\n| `ask_researcher` | `suspect` \u304c\u7121\u304f\u3001`needs_info` \u304b `mismatches` \u304c\u3042\u308b |\n| `pass` | \u3059\u3079\u3066 `ok` \u304b `not_applicable` \u3067\u3001\u98df\u3044\u9055\u3044\u3082\u7121\u3044 |\n\n**`review` \u3092\u5148\u306b\u5224\u5b9a\u3059\u308b\u306e\u304c\u5927\u4e8b\u3067\u3059\u3002** `suspect` \u3068 `needs_info` \u304c\u4e21\u65b9\u3042\u308b\u3068\u304d\u3001\u7814\u7a76\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3060\u3051\u3067\u7d42\u308f\u3089\u305b\u305a\u3001**\u5fc5\u305a\u62c5\u5f53\u8005\u304c\u898b\u308b\u5217\u306b\u5165\u308c\u307e\u3059\u3002**\n\n**`asset_control_flag` \u306f\u632f\u308a\u5206\u3051\u306b\u4f7f\u3044\u307e\u305b\u3093\u3002** \u63db\u91d1\u6027\u306e\u9ad8\u3044\u7269\u54c1\u306f\u4f7f\u3048\u306a\u3044\u7d4c\u8cbb\u3067\u306f\u306a\u304f\u3001\u7ba1\u7406\u306e\u624b\u7d9a\u304d\u304c\u8981\u308b\u3060\u3051\u306a\u306e\u3067\u3001`pass` \u306e\u3082\u306e\u306b\u3082\u4ed8\u3051\u3066\u3001**\u8cfc\u5165\u306e\u5f8c\u306b\u7ba1\u7406\u306e\u8868\u793a\u3068\u6240\u5728\u306e\u8a18\u9332\u3092\u6848\u5185\u3057\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 | \u66f8\u304d\u51fa\u3057\uff08CSV\u307e\u305f\u306fAPI\uff09 | \u65b0\u3057\u3044\u7533\u8acb\u3068\u6dfb\u4ed8\u3092\u53d6\u308a\u51fa\u3059\u3002**\u66f8\u304d\u8fbc\u307e\u306a\u3044** |\n| \u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7 | \u8aad\u307f\u53d6\u308a | \u7814\u7a76\u671f\u9593\u30fb\u8ca1\u6e90\u30fb\u540d\u7c3f |\n| \u30eb\u30fc\u30eb\u96c6\u30fb\u904e\u53bb\u306e\u5224\u65ad | \u8aad\u307f\u53d6\u308a | \u6761\u9805\u3068\u89e3\u91c8\u306e\u4f8b |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u6761\u9805\u3054\u3068\u306e\u5224\u5b9a\u3068\u554f\u3044\u5408\u308f\u305b\u6587\u306e\u4e0b\u66f8\u304d |\n| \u70b9\u691c\u306e\u4e00\u89a7 | \u66f8\u304d\u8fbc\u307f | \u5224\u5b9a\u306e\u7d50\u679c\u3068\u632f\u308a\u5206\u3051\u3001\u62c5\u5f53\u8005\u306e\u5224\u65ad\u306e\u8a18\u9332 |\n| \u30e1\u30fc\u30eb | \u4e0b\u66f8\u304d\u306e\u4f5c\u6210 | \u7814\u7a76\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3002**\u9001\u4fe1\u306f\u4eba** |\n\n**\u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306b\u66f8\u304d\u8fbc\u307e\u306a\u3044\u306e\u306f\u3001\u627f\u8a8d\u306e\u7d4c\u8def\u3092\u5909\u3048\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u70b9\u691c\u306e\u7d50\u679c\u306f\u4e00\u89a7\u306b\u51fa\u3057\u3001**\u652f\u51fa\u306e\u627f\u8a8d\u306f\u4eca\u307e\u3067\u3069\u304a\u308a\u30b7\u30b9\u30c6\u30e0\u306e\u4e0a\u3067\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**\n\n**\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\u306f\u3001`needs_info` \u3068 `mismatches` \u3060\u3051\u304b\u3089\u4f5c\u308a\u307e\u3059\u3002** `suspect` \u306e\u5185\u5bb9\u306f\u7814\u7a76\u8005\u3078\u306e\u6587\u9762\u306b\u5165\u308c\u307e\u305b\u3093\u3002\u7591\u3044\u3092\u78ba\u304b\u3081\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3001**\u7814\u7a76\u8005\u306b\u4f55\u3092\u805e\u304f\u304b\u306f\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002**","human_review":"**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f `review` \u3068 `ask_researcher` \u3067\u3059\u3002** `pass` \u306f\u4e00\u89a7\u3067\u4ef6\u6570\u30fb\u7814\u7a76\u8005\u30fb\u91d1\u984d\u3092\u6d41\u3057\u898b\u3066\u7d4c\u7406\u8ab2\u3078\u56de\u3057\u307e\u3059\u3002\n\n1. **`review` \u3092\u5148\u306b\u898b\u308b** \u2026 `suspect` \u306e\u6839\u62e0\u306e\u6761\u9805\u3068\u3001\u5199\u3055\u308c\u305f\u6587\u3092\u8aad\u307f\u307e\u3059\u3002**\u6dfb\u4ed8\u306e\u8a72\u5f53\u7b87\u6240\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u307e\u3059**\n2. **\u904e\u53bb\u306e\u5224\u65ad\u3068\u6bd4\u3079\u308b** \u2026 \u540c\u3058\u6761\u9805\u3067\u6a5f\u95a2\u304c\u3069\u3046\u5224\u65ad\u3057\u3066\u304d\u305f\u304b\u3092\u898b\u307e\u3059\u3002\u98df\u3044\u9055\u3046\u306a\u3089\u8ab2\u9577\u306b\u76f8\u8ac7\u3057\u307e\u3059\n3. **`ask_researcher` \u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308b** \u2026 \u6b20\u3051\u305f\u9805\u76ee\u304c\u672c\u5f53\u306b\u6b20\u3051\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u9001\u308a\u307e\u3059\n4. **\u5224\u65ad\u3092\u8a18\u9332\u3059\u308b** \u2026 \u8a8d\u3081\u305f\u30fb\u5dee\u3057\u623b\u3057\u305f\u30fb\u7814\u7a76\u8005\u306b\u78ba\u304b\u3081\u305f\u306e\u5225\u3068\u7406\u7531\u3092\u3001\u6761\u9805\u3054\u3068\u306b\u6b8b\u3057\u307e\u3059\u3002**\u6b21\u306e\u5224\u5b9a\u306e\u300c\u904e\u53bb\u306e\u5224\u65ad\u306e\u4f8b\u300d\u306b\u306a\u308a\u307e\u3059**\n\n**4\u756a\u76ee\u3092\u7701\u304f\u3068\u3001\u3053\u306e\u69cb\u6210\u306f\u80b2\u3061\u307e\u305b\u3093\u3002** \u6a5f\u95a2\u306e\u89e3\u91c8\u306f\u3001\u4f7f\u7528\u30eb\u30fc\u30eb\u306e\u6587\u8a00\u3067\u306f\u306a\u304f\u3001\u62c5\u5f53\u8005\u306e\u5224\u65ad\u306e\u7a4d\u307f\u91cd\u306d\u306b\u3042\u308a\u307e\u3059\u3002**\u8a18\u9332\u3057\u305f\u5224\u65ad\u304c\u6b21\u306e\u70b9\u691c\u3067\u4f8b\u3068\u3057\u3066\u6e21\u308a\u3001\u62c5\u5f53\u8005\u306b\u3088\u308b\u9055\u3044\u304c\u6e1b\u3063\u3066\u3044\u304d\u307e\u3059\u3002**\n\n**`pass` \u306e\u6d41\u3057\u898b\u3067\u3082\u3001\u9ad8\u984d\u306e\u3082\u306e\u306f\u958b\u304d\u307e\u3059\u3002** \u91d1\u984d\u306e\u7dda\u3092\u6a5f\u95a2\u3067\u6c7a\u3081\u3001\u305d\u308c\u3092\u8d85\u3048\u308b\u3082\u306e\u306f `pass` \u3067\u3082\u62c5\u5f53\u8005\u304c\u4e2d\u8eab\u3092\u898b\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7\u306b\u8ca1\u6e90\u306e\u533a\u5206\u304c\u7121\u3044 | `rule_set` \u3092\u6c7a\u3081\u305a `review`\u3002**\u4e00\u89a7\u3092\u76f4\u3057\u3066\u304b\u3089\u518d\u70b9\u691c** |\n| \u4f7f\u7528\u30eb\u30fc\u30eb\u304c\u6539\u6b63\u3055\u308c\u305f | \u30eb\u30fc\u30eb\u96c6\u306b\u65b0\u3057\u3044\u7248\u3092\u8db3\u3057\u3001\u6539\u6b63\u65e5\u4ee5\u964d\u306e\u7533\u8acb\u304b\u3089\u65b0\u3057\u3044\u7248\u3067\u5224\u5b9a\u3002**\u53e4\u3044\u7248\u306f\u6d88\u3055\u306a\u3044** |\n| \u6dfb\u4ed8\u306ePDF\u306b\u30d1\u30b9\u30ef\u30fc\u30c9\u304c\u639b\u304b\u3063\u3066\u3044\u308b | \u958b\u3051\u306a\u3044\u3053\u3068\u3092 `needs_info` \u306b\u3057\u3066\u7814\u7a76\u8005\u3078\u3002\u89e3\u9664\u3057\u305f\u7248\u3092\u51fa\u3057\u76f4\u3057\u3066\u3082\u3089\u3046 |\n| \u6dfb\u4ed8\u304c\u5927\u304d\u3059\u304e\u308b | 1\u56de\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306f32MB\u307e\u3067\u3002\u30da\u30fc\u30b8\u3092\u5206\u3051\u308b\u304b\u3001Files API \u3067\u6e21\u3059 |\n| \u8ca1\u6e90\u304c\u8907\u6570\u5165\u3063\u3066\u3044\u308b | \u5408\u7b97\u4f7f\u7528\u306e\u6761\u9805\u3092\u5fc5\u305a\u6e21\u3057\u3001\u4f7f\u7528\u533a\u5206\u306e\u8a18\u8f09\u3092\u898b\u308b |\n| \u914d\u5206\u6a5f\u95a2\u306e\u30eb\u30fc\u30eb\u96c6\u304c\u307e\u3060\u7121\u3044 | `rule_set: other` \u3068\u3057\u3066\u6a5f\u95a2\u306e\u898f\u7a0b\u3060\u3051\u3067\u5224\u5b9a\u3057\u3001`review` \u306b\u56de\u3059 |\n| AI\u306e\u8fd4\u7b54\u304c\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u306a\u3044 | \u62d2\u5426\u3084\u51fa\u529b\u306e\u6253\u3061\u5207\u308a\u3067\u306f\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u306a\u3044\u8fd4\u7b54\u306b\u306a\u308a\u3046\u308b\u3002**\u518d\u5b9f\u884c\u3057\u3001\u3060\u3081\u306a\u3089 `review`** |\n| \u540c\u3058\u7533\u8acb\u304c\u51fa\u3057\u76f4\u3055\u308c\u305f | \u65b0\u3057\u3044\u7248\u3060\u3051\u3092\u70b9\u691c\u3057\u3001\u53e4\u3044\u7248\u306e\u7d50\u679c\u306b\u300c\u51fa\u3057\u76f4\u3057\u300d\u306e\u5370\u3092\u4ed8\u3051\u308b |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u904b\u7528\u306e\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u3061\u3089\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7\u3068\u30eb\u30fc\u30eb\u96c6\u306e\u624b\u5165\u308c\u306e\u554f\u984c\u3067\u3059\u3002** \u5e74\u5ea6\u306e\u521d\u3081\u306b\u4e00\u89a7\u3092\u66f4\u65b0\u3057\u3001\u6539\u6b63\u306e\u305f\u3073\u306b\u30eb\u30fc\u30eb\u96c6\u3092\u8db3\u3059\u4f5c\u696d\u3092\u3001\u62c5\u5f53\u3092\u6c7a\u3081\u3066\u56de\u3057\u307e\u3059\u3002","log_storage":"- \u7533\u8acb\u756a\u53f7\u3054\u3068\u306b\u3001\u70b9\u691c\u306b\u4f7f\u3063\u305f\u7533\u8acb\u306e\u9805\u76ee\u3068\u6dfb\u4ed8\u306e\u30d5\u30a1\u30a4\u30eb\u540d\n- \u524d\u51e6\u7406\u306e\u7d50\u679c\uff08\u7814\u7a76\u671f\u9593\u30fb\u5e74\u5ea6\u8d8a\u3048\u30fb\u672c\u4eba\u3078\u306e\u8b1d\u91d1\u30fb\u5408\u7b97\uff09\n- **\u4f7f\u3063\u305f\u30eb\u30fc\u30eb\u30bb\u30c3\u30c8\u306e\u7248\u3068\u6539\u6b63\u65e5**\u3001\u6e21\u3057\u305f\u6761\u9805\u306e\u4e00\u89a7\n- AI\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\n- \u632f\u308a\u5206\u3051\u306e\u7d50\u679c\u3068\u3001**\u62c5\u5f53\u8005\u306e\u5224\u65ad\u3068\u305d\u306e\u7406\u7531**\uff08\u6761\u9805\u3054\u3068\uff09\n- \u7814\u7a76\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3068\u56de\u7b54\u3001\u51fa\u3057\u76f4\u3057\u306e\u8a18\u9332\n\n**3\u3064\u76ee\u304c\u3001\u5f8c\u3067\u8aac\u660e\u3059\u308b\u3068\u304d\u306e\u652f\u3048\u3067\u3059\u3002** \u76e3\u67fb\u3067\u300c\u306a\u305c\u3053\u306e\u652f\u51fa\u3092\u8a8d\u3081\u305f\u304b\u300d\u3068\u805e\u304b\u308c\u305f\u3068\u304d\u3001**\u305d\u306e\u65e5\u306b\u3069\u306e\u7248\u306e\u30eb\u30fc\u30eb\u3067\u70b9\u691c\u3057\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002** \u6539\u6b63\u306e\u524d\u5f8c\u3067\u5224\u5b9a\u304c\u5909\u308f\u3063\u305f\u7533\u8acb\u3082\u3001\u7248\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u8ffd\u3048\u307e\u3059\u3002\n\n**\u62c5\u5f53\u8005\u306e\u5224\u65ad\u306e\u8a18\u9332\u306f\u3001\u6761\u9805\u3054\u3068\u306e\u5dee\u3057\u623b\u3057\u306e\u7387\u3068\u3057\u3066\u6708\u306b1\u56de\u96c6\u8a08\u3057\u307e\u3059\u3002** \u7279\u5b9a\u306e\u6761\u9805\u3067 `needs_info` \u304c\u591a\u3044\u306a\u3089\u3001**\u7533\u8acb\u306e\u753b\u9762\u306e\u5165\u529b\u6b04\u306e\u4f5c\u308a\u304b\u3001\u7814\u7a76\u8005\u3078\u306e\u6848\u5185\u306b\u539f\u56e0\u304c\u3042\u308a\u307e\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":5,"assumption_frequency":600,"assumption_workdays":20,"volume_month":600,"before_minutes_per_case":12,"after_minutes_per_case":5,"hourly_cost":3000,"before_hours_month":120,"after_hours_month":50,"saved_hours_month":70,"reduction_rate":58,"saved_hours_year":840,"annual_cost_effect":2520000,"summary":"\u7814\u7a76\u8005\u304c\u51fa\u3057\u305f\u8cfc\u5165\u30fb\u51fa\u5f35\u30fb\u8b1d\u91d1\u306e\u7533\u8acb\u3092\u3001\u305d\u306e\u8ca1\u6e90\u306e\u4f7f\u7528\u30eb\u30fc\u30eb\u3068\u6a5f\u95a2\u306e\u898f\u7a0b\u306e\u6761\u9805\u3054\u3068\u306b\u7167\u3089\u3057\u3001\u4f7f\u3048\u306a\u3044\u7d4c\u8cbb\u306b\u5f53\u305f\u308b\u7591\u3044\u3068\u3001\u60c5\u5831\u304c\u8db3\u308a\u306a\u3044\u70b9\u3092\u7d4c\u7406\u3078\u8fd4\u3057\u307e\u3059\u3002\u652f\u51fa\u3057\u3066\u3088\u3044\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u4eba\u3067\u3059\u3002","before_flow":"1. \u7814\u7a76\u8005\u304c\u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3067\u7533\u8acb\u3057\u3001\u898b\u7a4d\u66f8\u3084\u51fa\u5f35\u306e\u8a08\u753b\u306a\u3069\u306ePDF\u3092\u6dfb\u4ed8\u3059\u308b\n2. \u62c5\u5f53\u8005\u304c\u7533\u8acb\u3092\u958b\u304d\u3001\u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7\u3067\u7814\u7a76\u671f\u9593\u3068\u8ca1\u6e90\u306e\u533a\u5206\u3092\u78ba\u304b\u3081\u308b\n3. \u8ca1\u6e90\u306b\u5408\u3063\u305f\u4f7f\u7528\u30eb\u30fc\u30eb\u306ePDF\u3092\u958b\u304d\u3001\u8a72\u5f53\u3057\u305d\u3046\u306a\u6761\u9805\u3092\u63a2\u3059\n4. \u6a5f\u95a2\u306e\u898f\u7a0b\uff08\u63db\u91d1\u6027\u306e\u9ad8\u3044\u7269\u54c1\u306e\u6271\u3044\u3001\u51fa\u5f35\u306e\u5831\u544a\u306e\u6c7a\u307e\u308a\u3001\u8b1d\u91d1\u306e\u5358\u4fa1\u8868\uff09\u3092\u958b\u3044\u3066\u7167\u3089\u3059\n5. \u6dfb\u4ed8\u306ePDF\u3092\u8aad\u307f\u3001\u7533\u8acb\u306e\u5185\u5bb9\u3068\u98df\u3044\u9055\u3044\u304c\u306a\u3044\u304b\u3092\u898b\u308b\n6. \u8db3\u308a\u306a\u3044\u60c5\u5831\u3084\u7591\u554f\u304c\u3042\u308c\u3070\u3001\u7814\u7a76\u8005\u3078\u30e1\u30fc\u30eb\u3067\u554f\u3044\u5408\u308f\u305b\u308b\n7. \u5224\u65ad\u306b\u8ff7\u3046\u3082\u306e\u306f\u3001\u7d4c\u7406\u8ab2\u306e\u5148\u8f29\u3084\u8ab2\u9577\u306b\u76f8\u8ac7\u3059\u308b\n8. \u554f\u984c\u304c\u306a\u3051\u308c\u3070\u3001\u7d4c\u7406\u8ab2\u3078\u652f\u51fa\u306e\u624b\u7d9a\u304d\u3092\u56de\u3059\n\n**\uff08a\uff09\u7167\u3089\u3059\u6761\u9805\u3092\u63a2\u3059\u3068\u3053\u308d\u304b\u3089\u59cb\u307e\u308b\u3002** 3\u756a\u76ee\u30684\u756a\u76ee\u306e\u591a\u304f\u306f\u3001\u300c\u3053\u306e\u7533\u8acb\u306b\u52b9\u304f\u306e\u306f\u3069\u306e\u6761\u9805\u304b\u300d\u3092\u63a2\u3059\u6642\u9593\u3067\u3059\u3002**\u88dc\u52a9\u91d1\u3068\u57fa\u91d1\u3067\u306f\u3001\u540c\u3058\u5185\u5bb9\u306e\u6761\u9805\u3067\u3082\u756a\u53f7\u304c\u9055\u3044\u307e\u3059\u3002** \u88dc\u52a9\u91d1\u306e\u7814\u7a76\u8005\u4f7f\u7528\u30eb\u30fc\u30eb\u3067\u306f\u4f7f\u7528\u306e\u5236\u9650\u304c2-10\u3001\u5408\u7b97\u4f7f\u7528\u306e\u5236\u9650\u304c2-11\u3001\u57fa\u91d1\u3067\u306f2-9\u30682-10\u3067\u3059\u3002\u756a\u53f7\u3067\u899a\u3048\u3066\u3044\u308b\u62c5\u5f53\u8005\u307b\u3069\u3001\u8ca1\u6e90\u3092\u53d6\u308a\u9055\u3048\u305f\u3068\u304d\u306b\u6c17\u3065\u304d\u307e\u305b\u3093\u3002\n\n**\uff08b\uff09\u5224\u65ad\u304c\u62c5\u5f53\u8005\u306e\u7d4c\u9a13\u3067\u5206\u304b\u308c\u308b\u3002** \u7814\u7a76\u5ba4\u3067\u4f7f\u3046\u673a\u306f\u8a8d\u3081\u3089\u308c\u308b\u304b\u3001\u5b66\u4f1a\u306e\u53c2\u52a0\u3068\u79c1\u7528\u306e\u65c5\u884c\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u51fa\u5f35\u306f\u3069\u3046\u5206\u3051\u308b\u304b\u3002**\u7d4c\u9a13\u306e\u9577\u3044\u62c5\u5f53\u8005\u306f\u5373\u7b54\u3057\u3001\u65b0\u3057\u3044\u62c5\u5f53\u8005\u306f\u76f8\u8ac7\u306b\u56de\u3057\u307e\u3059\u3002** \u76f8\u8ac7\u5148\u304c\u7279\u5b9a\u306e1\u4eba\u306b\u96c6\u4e2d\u3057\u3001\u305d\u306e\u4eba\u304c\u4f11\u3080\u3068\u6b62\u307e\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u300c\u66f8\u3044\u3066\u3044\u306a\u3044\u300d\u3068\u300c\u4f7f\u3048\u306a\u3044\u300d\u304c\u6df7\u3056\u308b\u3002** \u554f\u3044\u5408\u308f\u305b\u306e\u30e1\u30fc\u30eb\u306b\u3001\u60c5\u5831\u306e\u4e0d\u8db3\u3068\u4f7f\u3048\u306a\u3044\u7591\u3044\u304c\u540c\u3058\u8abf\u5b50\u3067\u66f8\u304b\u308c\u307e\u3059\u3002**\u7814\u7a76\u8005\u306f\u3001\u5358\u306b\u6b04\u3092\u57cb\u3081\u5fd8\u308c\u305f\u3060\u3051\u306a\u306e\u306b\u7591\u308f\u308c\u305f\u3068\u611f\u3058\u307e\u3059\u3002** \u9006\u306b\u3001\u672c\u5f53\u306b\u78ba\u304b\u3081\u308b\u3079\u304d1\u70b9\u304c\u3001\u307b\u304b\u306e\u7d30\u304b\u3044\u554f\u3044\u5408\u308f\u305b\u306b\u57cb\u3082\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u5168\u4ef6\u3092\u540c\u3058\u6df1\u3055\u3067\u898b\u3089\u308c\u306a\u3044\u3002** \u6d88\u8017\u54c1\u306e\u5c11\u984d\u306e\u8cfc\u5165\u3068\u3001\u9ad8\u984d\u306e\u6a5f\u5668\u3084\u6d77\u5916\u51fa\u5f35\u304c\u3001\u540c\u3058\u5217\u306b\u4e26\u3093\u3067\u3044\u307e\u3059\u3002**\u5e74\u5ea6\u672b\u306e\u7e41\u5fd9\u671f\u306b\u306f\u3001\u6df1\u304f\u898b\u308b\u3079\u304d\u3082\u306e\u307e\u3067\u6d41\u308c\u3066\u3044\u304d\u307e\u3059\u3002**","before_flow_steps":["\u7814\u7a76\u8005\u304c\u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3067\u7533\u8acb\u3057\u3001\u898b\u7a4d\u66f8\u3084\u51fa\u5f35\u306e\u8a08\u753b\u306a\u3069\u306ePDF\u3092\u6dfb\u4ed8\u3059\u308b","\u62c5\u5f53\u8005\u304c\u7533\u8acb\u3092\u958b\u304d\u3001\u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7\u3067\u7814\u7a76\u671f\u9593\u3068\u8ca1\u6e90\u306e\u533a\u5206\u3092\u78ba\u304b\u3081\u308b","\u8ca1\u6e90\u306b\u5408\u3063\u305f\u4f7f\u7528\u30eb\u30fc\u30eb\u306ePDF\u3092\u958b\u304d\u3001\u8a72\u5f53\u3057\u305d\u3046\u306a\u6761\u9805\u3092\u63a2\u3059","\u6a5f\u95a2\u306e\u898f\u7a0b\uff08\u63db\u91d1\u6027\u306e\u9ad8\u3044\u7269\u54c1\u306e\u6271\u3044\u3001\u51fa\u5f35\u306e\u5831\u544a\u306e\u6c7a\u307e\u308a\u3001\u8b1d\u91d1\u306e\u5358\u4fa1\u8868\uff09\u3092\u958b\u3044\u3066\u7167\u3089\u3059","\u6dfb\u4ed8\u306ePDF\u3092\u8aad\u307f\u3001\u7533\u8acb\u306e\u5185\u5bb9\u3068\u98df\u3044\u9055\u3044\u304c\u306a\u3044\u304b\u3092\u898b\u308b","\u8db3\u308a\u306a\u3044\u60c5\u5831\u3084\u7591\u554f\u304c\u3042\u308c\u3070\u3001\u7814\u7a76\u8005\u3078\u30e1\u30fc\u30eb\u3067\u554f\u3044\u5408\u308f\u305b\u308b","\u5224\u65ad\u306b\u8ff7\u3046\u3082\u306e\u306f\u3001\u7d4c\u7406\u8ab2\u306e\u5148\u8f29\u3084\u8ab2\u9577\u306b\u76f8\u8ac7\u3059\u308b","\u554f\u984c\u304c\u306a\u3051\u308c\u3070\u3001\u7d4c\u7406\u8ab2\u3078\u652f\u51fa\u306e\u624b\u7d9a\u304d\u3092\u56de\u3059"],"after_flow":"1. **\u3010\u4eba\u3011** \u7814\u7a76\u8005\u304c\u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3067\u7533\u8acb\u3057\u3001PDF\u3092\u6dfb\u4ed8\u3059\u308b\uff08\u4eca\u307e\u3067\u3069\u304a\u308a\uff09\n2. **\u3010\u81ea\u52d5\u3011** \u5b9a\u6642\u306b\u65b0\u3057\u3044\u7533\u8acb\u3092\u53d6\u308a\u51fa\u3057\u3001\u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7\u304b\u3089\u7814\u7a76\u671f\u9593\u30fb\u8ca1\u6e90\u306e\u533a\u5206\u30fb\u7814\u7a76\u4ee3\u8868\u8005\u3068\u5206\u62c5\u8005\u3092\u5f15\u304f\n3. **\u3010\u81ea\u52d5\u3011** \u8ca1\u6e90\u306e\u533a\u5206\u304b\u3089\u3001\u7167\u3089\u3059\u6761\u9805\u306e\u96c6\u307e\u308a\uff08\u30eb\u30fc\u30eb\u30bb\u30c3\u30c8\uff09\u3092\u9078\u3076\n4. **\u3010\u81ea\u52d5\u3011** \u7814\u7a76\u671f\u9593\u30fb\u5e74\u5ea6\u672b\u30fb\u7814\u7a76\u4ee3\u8868\u8005\u3068\u5206\u62c5\u8005\u3078\u306e\u8b1d\u91d1\u306a\u3069\u3001**\u6a5f\u68b0\u3067\u6c7a\u307e\u308b\u70b9\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u5148\u306b\u5224\u5b9a\u3059\u308b**\n5. **\u3010\u81ea\u52d5\u3011** \u7533\u8acb\u30fb\u6dfb\u4ed8\u306ePDF\u30fb\u9078\u3093\u3060\u6761\u9805\u3092 Claude API \u306b\u6e21\u3057\u3001\u6761\u9805\u3054\u3068\u306b `ok` \uff0f `needs_info` \uff0f `suspect` \uff0f `not_applicable` \u3092\u4ed8\u3051\u3055\u305b\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u6761\u9805\u3054\u3068\u306e\u7d50\u679c\u304b\u3089\u3001`pass` \uff0f `ask_researcher` \uff0f `review` \u3092\u898f\u5247\u3067\u6c7a\u3081\u308b\n7. **\u3010\u81ea\u52d5\u3011** `ask_researcher` \u306e\u3082\u306e\u306f\u3001\u7814\u7a76\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `review` \u3068 `ask_researcher` \u306e\u3082\u306e\u3092\u958b\u304d\u3001\u6839\u62e0\u306e\u6761\u9805\u3068\u6dfb\u4ed8\u306e\u8a72\u5f53\u7b87\u6240\u3092\u78ba\u304b\u3081\u308b\n9. **\u3010\u4eba\u3011** \u554f\u3044\u5408\u308f\u305b\u6587\u3092\u76f4\u3057\u3066\u7814\u7a76\u8005\u3078\u9001\u308b\u3002`review` \u306f\u62c5\u5f53\u8005\u304b\u7d4c\u7406\u8ab2\u9577\u304c\u5224\u65ad\u3059\u308b\n10. **\u3010\u4eba\u3011** `pass` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u3001\u7d4c\u7406\u8ab2\u3078\u56de\u3059\n\n**8\u756a\u76ee\u30689\u756a\u76ee\u304c\u3001\u4eba\u306e\u6642\u9593\u306e\u4f7f\u3044\u9053\u3067\u3059\u3002** \u6761\u9805\u3092\u63a2\u3059\u6642\u9593\u306f\u306a\u304f\u306a\u308a\u3001**\u5224\u65ad\u3068\u3001\u7814\u7a76\u8005\u3068\u306e\u3084\u308a\u53d6\u308a\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002**\n\n**4\u756a\u76ee\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u7f6e\u304f\u306e\u306f\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u7814\u7a76\u671f\u9593\u306e\u5916\u304b\u3001\u8b1d\u91d1\u306e\u76f8\u624b\u304c\u7814\u7a76\u4ee3\u8868\u8005\u304b\u5206\u62c5\u8005\u304b\u3001\u88dc\u52a9\u91d1\u3067\u5e74\u5ea6\u3092\u8d8a\u3048\u308b\u7d0d\u54c1\u304b\u3002**\u3053\u308c\u3089\u306f\u65e5\u4ed8\u3068\u540d\u7c3f\u3067\u6c7a\u307e\u308a\u3001AI\u306b\u63a8\u3057\u91cf\u3089\u305b\u308b\u7406\u7531\u304c\u3042\u308a\u307e\u305b\u3093\u3002** AI\u306b\u306f\u3001\u6587\u7ae0\u3092\u8aad\u307e\u306a\u3044\u3068\u6c7a\u307e\u3089\u306a\u3044\u70b9\u3060\u3051\u3092\u4efb\u305b\u307e\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u7814\u7a76\u8005\u304c\u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3067\u7533\u8acb\u3057\u3001PDF\u3092\u6dfb\u4ed8\u3059\u308b\uff08\u4eca\u307e\u3067\u3069\u304a\u308a\uff09","**\u3010\u81ea\u52d5\u3011** \u5b9a\u6642\u306b\u65b0\u3057\u3044\u7533\u8acb\u3092\u53d6\u308a\u51fa\u3057\u3001\u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7\u304b\u3089\u7814\u7a76\u671f\u9593\u30fb\u8ca1\u6e90\u306e\u533a\u5206\u30fb\u7814\u7a76\u4ee3\u8868\u8005\u3068\u5206\u62c5\u8005\u3092\u5f15\u304f","**\u3010\u81ea\u52d5\u3011** \u8ca1\u6e90\u306e\u533a\u5206\u304b\u3089\u3001\u7167\u3089\u3059\u6761\u9805\u306e\u96c6\u307e\u308a\uff08\u30eb\u30fc\u30eb\u30bb\u30c3\u30c8\uff09\u3092\u9078\u3076","**\u3010\u81ea\u52d5\u3011** \u7814\u7a76\u671f\u9593\u30fb\u5e74\u5ea6\u672b\u30fb\u7814\u7a76\u4ee3\u8868\u8005\u3068\u5206\u62c5\u8005\u3078\u306e\u8b1d\u91d1\u306a\u3069\u3001**\u6a5f\u68b0\u3067\u6c7a\u307e\u308b\u70b9\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u5148\u306b\u5224\u5b9a\u3059\u308b**","**\u3010\u81ea\u52d5\u3011** \u7533\u8acb\u30fb\u6dfb\u4ed8\u306ePDF\u30fb\u9078\u3093\u3060\u6761\u9805\u3092 Claude API \u306b\u6e21\u3057\u3001\u6761\u9805\u3054\u3068\u306b `ok` \uff0f `needs_info` \uff0f `suspect` \uff0f `not_applicable` \u3092\u4ed8\u3051\u3055\u305b\u308b","**\u3010\u81ea\u52d5\u3011** \u6761\u9805\u3054\u3068\u306e\u7d50\u679c\u304b\u3089\u3001`pass` \uff0f `ask_researcher` \uff0f `review` \u3092\u898f\u5247\u3067\u6c7a\u3081\u308b","**\u3010\u81ea\u52d5\u3011** `ask_researcher` \u306e\u3082\u306e\u306f\u3001\u7814\u7a76\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c `review` \u3068 `ask_researcher` \u306e\u3082\u306e\u3092\u958b\u304d\u3001\u6839\u62e0\u306e\u6761\u9805\u3068\u6dfb\u4ed8\u306e\u8a72\u5f53\u7b87\u6240\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u554f\u3044\u5408\u308f\u305b\u6587\u3092\u76f4\u3057\u3066\u7814\u7a76\u8005\u3078\u9001\u308b\u3002`review` \u306f\u62c5\u5f53\u8005\u304b\u7d4c\u7406\u8ab2\u9577\u304c\u5224\u65ad\u3059\u308b","**\u3010\u4eba\u3011** `pass` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u3001\u7d4c\u7406\u8ab2\u3078\u56de\u3059"],"architecture":"```\n\u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\uff08\u652f\u51fa\u306e\u7533\u8acb\u30fb\u6dfb\u4ed8PDF\uff09\n   \u2502  \u5b9a\u6642\u306b\u65b0\u3057\u3044\u7533\u8acb\u3092\u66f8\u304d\u51fa\u3059\n   \u25bc\nPython\uff08\u53d6\u308a\u51fa\u3057\u30fb\u7167\u5408\uff09\n   \u251c\u2500\u2500 \u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7 \u2500\u2500 \u7814\u7a76\u671f\u9593\uff0f\u8ca1\u6e90\u306e\u533a\u5206\uff0f\u4ee3\u8868\u8005\u30fb\u5206\u62c5\u8005\n   \u251c\u2500\u2500 \u30eb\u30fc\u30eb\u30bb\u30c3\u30c8\u306e\u9078\u629e\uff08\u8ca1\u6e90\u306e\u533a\u5206 \u2192 \u6761\u9805\u306e\u96c6\u307e\u308a\uff09\n   \u2514\u2500\u2500 \u6a5f\u68b0\u3067\u6c7a\u307e\u308b\u70b9\u306e\u5224\u5b9a\uff08\u671f\u9593\u30fb\u5e74\u5ea6\u672b\u30fb\u672c\u4eba\u3078\u306e\u8b1d\u91d1\uff09\n   \u25bc\nClaude API \u2500\u2500 \u6761\u9805\u3054\u3068\u306e\u5f53\u3066\u306f\u3081\n   \u2502   \u2460 \u4f7f\u7528\u306e\u5236\u9650\uff08\u65bd\u8a2d\u30fb\u4e8b\u6545\u30fb\u672c\u4eba\u306e\u4eba\u4ef6\u8cbb\u30fb\u9593\u63a5\u7d4c\u8cbb\u304c\u9069\u5207\u306a\u7d4c\u8cbb\uff09\n   \u2502   \u2461 \u5408\u7b97\u4f7f\u7528\u306e\u5236\u9650    \u2462 \u6a5f\u95a2\u306e\u898f\u7a0b\uff08\u63db\u91d1\u6027\u306e\u9ad8\u3044\u7269\u54c1\u30fb\u51fa\u5f35\u306e\u5831\u544a\u30fb\u8b1d\u91d1\uff09\n   \u2502   \u2463 \u7533\u8acb\u3068\u6dfb\u4ed8\u306ePDF\u306e\u98df\u3044\u9055\u3044\n   \u25bc\nPython \u2500\u2500 \u898f\u5247\u3067\u5224\u5b9a\uff08pass \uff0f ask_researcher \uff0f review\uff09\n   \u25bc\n\u70b9\u691c\u306e\u4e00\u89a7\uff08\u7814\u7a76\u63a8\u9032\u8ab2\uff09\n   \u251c\u2500\u2500\u25b6 \u7814\u7a76\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\n   \u2514\u2500\u2500\u25b6 \u7d4c\u7406\u8ab2\u3078\uff08pass \u3068\u3001\u4eba\u304c\u5224\u65ad\u3092\u7d42\u3048\u305f\u3082\u306e\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u51e6\u7406 | Claude API\uff08\u6761\u9805\u3054\u3068\u306e\u5f53\u3066\u306f\u3081\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u6587\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u9023\u643a | Python\uff08\u7533\u8acb\u306e\u53d6\u308a\u51fa\u3057\u3001\u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7\u3068\u306e\u7167\u5408\u3001\u6a5f\u68b0\u3067\u6c7a\u307e\u308b\u70b9\u306e\u5224\u5b9a\u3001\u898f\u5247\u306b\u3088\u308b\u632f\u308a\u5206\u3051\uff09 | Google Apps Script |\n| \u30eb\u30fc\u30eb\u96c6 | \u4f7f\u7528\u30eb\u30fc\u30eb\u3068\u6a5f\u95a2\u306e\u898f\u7a0b\u3092\u6761\u9805\u3054\u3068\u306b\u5206\u3051\u305f\u8868 | \u793e\u5185\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 |\n| \u7533\u8acb\u306e\u7ba1\u7406 | \u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 | \u7814\u7a76\u8cbb\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n\n**\u65b0\u3057\u304f\u4f5c\u308b\u306e\u306f\u3001\u7167\u5408\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3068\u30eb\u30fc\u30eb\u96c6\u306e\u8868\u3067\u3059\u3002** 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CSV\u306e\u66f8\u304d\u51fa\u3057\u304bAPI\u3067\u53d6\u308a\u51fa\u305b\u308b\u304b\u306f\u3001\u4f7f\u3063\u3066\u3044\u308b\u30b7\u30b9\u30c6\u30e0\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\u53d6\u308a\u51fa\u305b\u306a\u3044\u5834\u5408\u306f\u3001\u66f8\u304d\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u6c7a\u307e\u3063\u305f\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304f\u904b\u7528\u306b\u3057\u307e\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u7533\u8acb\u306e\u9805\u76ee | \u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u304d\u51fa\u3057 | \u6761\u9805\u306e\u5f53\u3066\u306f\u3081\u306e\u5bfe\u8c61 |\n| \u6dfb\u4ed8\u306ePDF | \u7533\u8acb\u756a\u53f7\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0 | \u7533\u8acb\u306e\u5185\u5bb9\u3068\u306e\u7a81\u304d\u5408\u308f\u305b |\n| \u7814\u7a76\u671f\u9593\u30fb\u8ca1\u6e90\u30fb\u540d\u7c3f | \u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7 | \u30eb\u30fc\u30eb\u30bb\u30c3\u30c8\u306e\u9078\u629e\u3068\u3001\u6a5f\u68b0\u3067\u6c7a\u307e\u308b\u70b9\u306e\u5224\u5b9a |\n| \u6761\u9805\u306e\u672c\u6587 | \u30eb\u30fc\u30eb\u96c6\u306e\u8868 | AI\u306b\u6e21\u3059\u5224\u5b9a\u306e\u57fa\u6e96 |\n| \u904e\u53bb\u306e\u5224\u65ad | \u70b9\u691c\u306e\u8a18\u9332 | \u6a5f\u95a2\u306e\u89e3\u91c8\u306e\u4f8b |\n\n**\u30eb\u30fc\u30eb\u96c6\u306e\u8868\u306f\u3001\u4eba\u304c\u4f5c\u308a\u307e\u3059\u3002** \u4f7f\u7528\u30eb\u30fc\u30eb\u306ePDF\u3092\u6761\u9805\u3054\u3068\u306b\u5207\u308a\u3001`rule_set`\uff08\u4f8b\uff1a`kaken_hojo_2026` \uff0f `kaken_kikin_2026`\uff09\u3001\u6761\u9805\u756a\u53f7\u3001\u898b\u51fa\u3057\u3001\u672c\u6587\u3001\u9069\u7528\u3059\u308b\u8cbb\u76ee\u3092\u5217\u306b\u6301\u305f\u305b\u307e\u3059\u3002**\u6761\u9805\u306e\u756a\u53f7\u306f\u8ca1\u6e90\u3067\u9055\u3046\u306e\u3067\u3001\u756a\u53f7\u3067\u306f\u306a\u304f `rule_set` \u3068\u898b\u51fa\u3057\u306e\u7d44\u3067\u5f15\u304d\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u30eb\u30fc\u30eb\u30bb\u30c3\u30c8\u306e\u9078\u629e** \u2026 \u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7\u306e\u8ca1\u6e90\u306e\u533a\u5206\u3068\u5e74\u5ea6\u304b\u3089 `rule_set` \u3092\u6c7a\u3081\u307e\u3059\u3002**\u533a\u5206\u304c\u7a7a\u306a\u3089\u3001AI\u306b\u6e21\u3055\u305a\u306b `review` \u306b\u3057\u307e\u3059**\n2. **\u7814\u7a76\u671f\u9593\u306e\u5224\u5b9a** \u2026 \u7533\u8acb\u65e5\u3068\u7d0d\u54c1\u4e88\u5b9a\u65e5\u30fb\u51fa\u5f35\u306e\u671f\u9593\u304c\u7814\u7a76\u671f\u9593\u306b\u5165\u3063\u3066\u3044\u308b\u304b\u3092\u3001\u65e5\u4ed8\u3067\u898b\u307e\u3059\n3. **\u5e74\u5ea6\u3092\u8d8a\u3048\u308b\u7d0d\u54c1\u306e\u5224\u5b9a** \u2026 \u88dc\u52a9\u91d1\u306e\u30eb\u30fc\u30eb\u30bb\u30c3\u30c8\u3067\u3001\u7d0d\u54c1\u4e88\u5b9a\u65e5\u304c\u5e74\u5ea6\u306e3\u670831\u65e5\u3092\u8d8a\u3048\u308b\u3082\u306e\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\n4. **\u672c\u4eba\u3078\u306e\u8b1d\u91d1\u30fb\u4eba\u4ef6\u8cbb\u306e\u5224\u5b9a** \u2026 \u8b1d\u91d1\u30fb\u4eba\u4ef6\u8cbb\u306e\u76f8\u624b\u65b9\u3092\u3001\u7814\u7a76\u4ee3\u8868\u8005\u3068\u5206\u62c5\u8005\u306e\u540d\u7c3f\u3068\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002**\u6c0f\u540d\u306e\u8868\u8a18\u3086\u308c\u306f\u8077\u54e1\u756a\u53f7\u3067\u5408\u308f\u305b\u307e\u3059**\n5. **\u5408\u7b97\u306e\u6709\u7121\u306e\u78ba\u8a8d** \u2026 \u8ca1\u6e90\u304c\u8907\u6570\u5165\u3063\u3066\u3044\u308b\u7533\u8acb\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\n6. **\u6dfb\u4ed8\u306e\u78ba\u8a8d** \u2026 PDF\u304c\u958b\u3051\u308b\u304b\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u304c\u639b\u304b\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\u3002Claude API \u304c\u6271\u3048\u308b\u306e\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3084\u6697\u53f7\u5316\u306e\u7121\u3044\u6a19\u6e96\u306ePDF\u3067\u3059\n7. **\u6e21\u3059\u6761\u9805\u306e\u7d5e\u308a\u8fbc\u307f** \u2026 \u8cbb\u76ee\u306b\u95a2\u4fc2\u3059\u308b\u6761\u9805\u3060\u3051\u3092\u30eb\u30fc\u30eb\u96c6\u304b\u3089\u9078\u3073\u307e\u3059\u3002**\u5168\u6761\u9805\u3092\u6bce\u56de\u6e21\u3057\u307e\u305b\u3093**\n\n**2\u756a\u76ee\u304b\u30894\u756a\u76ee\u306e\u7d50\u679c\u306f\u3001AI\u306b\u6e21\u3059\u524d\u306b\u78ba\u5b9a\u3055\u305b\u307e\u3059\u3002** AI\u306b\u306f\u300c\u3053\u306e\u7533\u8acb\u306f\u7814\u7a76\u671f\u9593\u5185\u3067\u3001\u8b1d\u91d1\u306e\u76f8\u624b\u306f\u540d\u7c3f\u306b\u7121\u3044\u300d\u3068\u4e8b\u5b9f\u3068\u3057\u3066\u6e21\u3057\u3001**\u540c\u3058\u3053\u3068\u3092\u63a8\u3057\u91cf\u3089\u305b\u307e\u305b\u3093\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u6e21\u3057\u305f\u6761\u9805\u306e1\u3064\u305a\u3064\u306b\u3064\u3044\u3066\u3001\u3053\u306e\u7533\u8acb\u304c\u5f53\u3066\u306f\u307e\u308b\u304b\u3001\u60c5\u5831\u304c\u8db3\u308a\u306a\u3044\u304b\u3092\u5224\u5b9a\u3057\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u3092\u5199\u3059\u3053\u3068\u3067\u3059\u3002**\n\n| \u898b\u308b\u3082\u306e | \u5224\u5b9a\u306e\u4ed5\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u5efa\u7269\u7b49\u306e\u65bd\u8a2d\u306b\u95a2\u3059\u308b\u7d4c\u8cbb | \u54c1\u540d\u30fb\u898b\u7a4d\u306e\u660e\u7d30\u304c\u5de5\u4e8b\u30fb\u8a2d\u5099\u306e\u6539\u4fee\u306b\u5f53\u305f\u308b\u304b\u3002\u8cfc\u5165\u3057\u305f\u7269\u54c1\u306e\u636e\u4ed8\u306f\u9664\u304f | \u660e\u7d30\u304c\u7121\u3051\u308c\u3070 `needs_info` |\n| \u9593\u63a5\u7d4c\u8cbb\u304c\u9069\u5207\u306a\u7d4c\u8cbb | \u6a5f\u95a2\u3067\u901a\u5e38\u5099\u3048\u308b\u3079\u304d\u7269\u304b\u3001\u7814\u7a76\u8ab2\u984c\u306b\u5c02\u3089\u4f7f\u3046\u7269\u304b | \u7814\u7a76\u8ab2\u984c\u3068\u306e\u95a2\u4fc2\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `needs_info` |\n| \u5408\u7b97\u4f7f\u7528 | \u4ed6\u306e\u7d4c\u8cbb\u3068\u5408\u308f\u305b\u308b\u3068\u304d\u3001\u4f7f\u7528\u533a\u5206\u304c\u660e\u3089\u304b\u304b | \u533a\u5206\u306e\u8a18\u8f09\u304c\u7121\u3051\u308c\u3070 `needs_info` |\n| \u63db\u91d1\u6027\u306e\u9ad8\u3044\u7269\u54c1 | \u6a5f\u95a2\u306e\u898f\u7a0b\u306e\u4e00\u89a7\u306b\u5f53\u305f\u308b\u304b\uff08\u30d1\u30bd\u30b3\u30f3\u3001\u30bf\u30d6\u30ec\u30c3\u30c8\u306a\u3069\uff09 | \u5f53\u305f\u308c\u3070\u7ba1\u7406\u306e\u624b\u7d9a\u304d\u3092\u6848\u5185\u3059\u308b\u5370 |\n| \u51fa\u5f35\u306e\u7528\u52d9 | \u7528\u52d9\u5185\u5bb9\u30fb\u8a2a\u554f\u5148\u30fb\u5bbf\u6cca\u5148\u30fb\u9762\u8ac7\u8005\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3002\u7528\u52d9\u304c\u7814\u7a76\u8ab2\u984c\u3068\u95a2\u4fc2\u3059\u308b\u304b | \u6b20\u3051\u305f\u9805\u76ee\u3092 `needs_info` |\n| \u7533\u8acb\u3068\u6dfb\u4ed8\u306e\u98df\u3044\u9055\u3044 | \u91d1\u984d\u30fb\u6570\u91cf\u30fb\u65e5\u4ed8\u30fb\u54c1\u540d\u304c\u898b\u7a4d\u3084\u6848\u5185\u3068\u5408\u3046\u304b | \u8aad\u3081\u306a\u3044\u7b87\u6240\u306f `needs_info` |\n\n**`suspect` \u3068 `needs_info` \u306e\u533a\u5225\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u4e2d\u5fc3\u3067\u3059\u3002** `suspect` \u306f\u66f8\u304b\u308c\u305f\u5185\u5bb9\u304b\u3089\u4f7f\u3048\u306a\u3044\u7d4c\u8cbb\u306b\u5f53\u305f\u308b\u7591\u3044\u304c\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u3001`needs_info` \u306f\u5224\u65ad\u306b\u8981\u308b\u60c5\u5831\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**\u524d\u8005\u306f\u7d4c\u7406\u306e\u78ba\u8a8d\u3001\u5f8c\u8005\u306f\u7814\u7a76\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u56de\u308a\u307e\u3059\u3002**\n\n**\u51fa\u5f35\u306e4\u9805\u76ee\u306f\u3001\u6587\u90e8\u79d1\u5b66\u7701\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u304b\u3089\u6765\u3066\u3044\u307e\u3059\u3002** \u7814\u7a76\u6a5f\u95a2\u306b\u304a\u3051\u308b\u516c\u7684\u7814\u7a76\u8cbb\u306e\u7ba1\u7406\u30fb\u76e3\u67fb\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306f\u3001\u51fa\u5f35\u8a08\u753b\u306e\u5b9f\u884c\u72b6\u6cc1\u306e\u628a\u63e1\u306b\u5f53\u305f\u3063\u3066\u3001**\u7528\u52d9\u5185\u5bb9\u3001\u8a2a\u554f\u5148\u3001\u5bbf\u6cca\u5148\u3001\u9762\u8ac7\u8005\u7b49\u304c\u78ba\u8a8d\u3067\u304d\u308b\u5831\u544a\u66f8\u7b49\u306e\u63d0\u51fa\u3092\u6c42\u3081**\u3001\u91cd\u8907\u53d7\u7d66\u304c\u306a\u3044\u304b\u3082\u542b\u3081\u3066\u78ba\u8a8d\u3059\u308b\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u63db\u91d1\u6027\u306e\u9ad8\u3044\u7269\u54c1\u306f\u3001\u8cfc\u5165\u3057\u305f\u3053\u3068\u306e\u660e\u793a\u3068\u6240\u5728\u306e\u8a18\u9332\u3067\u7ba1\u7406\u3057\u3001**\u7279\u306b\u30d1\u30bd\u30b3\u30f3\u306f\u9069\u5207\u306b\u7ba1\u7406\u3059\u308b\u3053\u3068\u304c\u671b\u307e\u3057\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u652f\u51fa\u3092\u8a8d\u3081\u308b\u304b\u306e\u7d50\u8ad6 | \u6a5f\u95a2\u3068\u3057\u3066\u5224\u65ad\u3059\u308b\u3053\u3068\u3067\u3001\u7d4c\u7406\u3068\u7814\u7a76\u63a8\u9032\u306e\u8cac\u4efb |\n| \u4e0d\u6b63\u306e\u7591\u3044\u306e\u6307\u6458 | \u8abf\u67fb\u306f\u5225\u306e\u624b\u7d9a\u304d\u3002\u70b9\u691c\u306e\u7d50\u679c\u306b\u300c\u4e0d\u6b63\u300d\u3068\u3044\u3046\u8a9e\u3092\u51fa\u3055\u306a\u3044 |\n| \u7814\u7a76\u306e\u5fc5\u8981\u6027\u306e\u8a55\u4fa1 | \u7814\u7a76\u306e\u4e2d\u8eab\u306e\u5224\u65ad\u306f\u7814\u7a76\u8005\u3068\u5be9\u67fb\u306e\u5074\u306e\u3082\u306e |\n| \u60c5\u5831\u306e\u88dc\u5b8c | \u9762\u8ac7\u8005\u3084\u7528\u9014\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u305d\u308c\u3089\u3057\u304f\u57cb\u3081\u306a\u3044 |\n| \u30eb\u30fc\u30eb\u306e\u89e3\u91c8\u306e\u5275\u4f5c | \u6e21\u3057\u305f\u6761\u9805\u3068\u904e\u53bb\u306e\u5224\u65ad\u4ee5\u5916\u3092\u6839\u62e0\u306b\u3057\u306a\u3044 |\n\n**2\u884c\u76ee\u3092\u5916\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u70b9\u691c\u306e\u7d50\u679c\u306f\u7814\u7a76\u8005\u306e\u76ee\u306b\u3082\u89e6\u308c\u307e\u3059\u3002**\u60c5\u5831\u304c\u8db3\u308a\u306a\u3044\u3060\u3051\u306e\u7533\u8acb\u306b\u300c\u4e0d\u6b63\u300d\u306e\u8a9e\u304c\u4ed8\u3051\u3070\u3001\u70b9\u691c\u305d\u306e\u3082\u306e\u304c\u4fe1\u983c\u3092\u5931\u3044\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\u7814\u7a76\u6a5f\u95a2\u306e\u7814\u7a76\u63a8\u9032\u8ab2\u3067\u3001\u516c\u7684\u7814\u7a76\u8cbb\u306e\u652f\u51fa\u7533\u8acb\u3092\u70b9\u691c\u3059\u308b\u62c5\u5f53\u8005\u306e\u88dc\u52a9\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u7533\u8acb\u30fb\u6dfb\u4ed8\u30fb\u6761\u9805\u3060\u3051\u3092\u898b\u3066\u3001\u6761\u9805\u3054\u3068\u306b\u5224\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5224\u5b9a\u306e\u5bfe\u8c61\u3011\n\u6e21\u3055\u308c\u305f\u6761\u9805\uff08rule_set \u3068\u898b\u51fa\u3057\u3067\u793a\u3057\u307e\u3059\uff09\u306e1\u3064\u305a\u3064\u306b\u3064\u3044\u3066\u3001\u3053\u306e\u7533\u8acb\u304c\n\u5f53\u3066\u306f\u307e\u308b\u304b\u3001\u5224\u65ad\u306b\u8981\u308b\u60c5\u5831\u304c\u8db3\u308a\u306a\u3044\u304b\u3092\u5224\u5b9a\u3057\u307e\u3059\u3002\n\u6e21\u3055\u308c\u3066\u3044\u306a\u3044\u6761\u9805\u3084\u3001\u4e00\u822c\u7684\u306a\u77e5\u8b58\u3092\u6839\u62e0\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ............. \u6761\u9805\u306b\u7167\u3089\u3057\u3066\u554f\u984c\u306b\u306a\u308b\u8a18\u8f09\u304c\u7121\u304f\u3001\u5224\u65ad\u306b\u8981\u308b\u60c5\u5831\u3082\u305d\u308d\u3063\u3066\u3044\u308b\n- needs_info ..... \u5224\u65ad\u306b\u8981\u308b\u60c5\u5831\u304c\u7533\u8acb\u306b\u3082\u6dfb\u4ed8\u306b\u3082\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\n- suspect ........ \u66f8\u304b\u308c\u305f\u5185\u5bb9\u304b\u3089\u3001\u6761\u9805\u306b\u5f53\u3066\u306f\u307e\u308b\uff08\u4f7f\u3048\u306a\u3044\u7d4c\u8cbb\u306b\u5f53\u305f\u308b\uff09\u7591\u3044\u304c\u3042\u308b\n- not_applicable . \u3053\u306e\u7533\u8acb\u306e\u8cbb\u76ee\u306b\u306f\u95a2\u4fc2\u3057\u306a\u3044\u6761\u9805\n\u8ff7\u3063\u305f\u3068\u304d\u306b ok \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u60c5\u5831\u3092\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u7528\u9014\u3001\u9762\u8ac7\u8005\u3001\u5bbf\u6cca\u5148\u306a\u3069\u304c\n  \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 needs_info \u3068\u3057\u3001missing_items \u306b\u6b20\u3051\u3066\u3044\u308b\u9805\u76ee\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u60c5\u5831\u304c\u8db3\u308a\u306a\u3044\u3053\u3068\u3092\u3001suspect \u306e\u7406\u7531\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u4e0d\u6b63\u300d\u300c\u4e0d\u9069\u5207\u300d\u3068\u3044\u3046\u8a9e\u3092\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u652f\u51fa\u3092\u8a8d\u3081\u308b\u304b\u3001\u5dee\u3057\u623b\u3059\u3079\u304d\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7814\u7a76\u306e\u5fc5\u8981\u6027\u3084\u7814\u7a76\u306e\u4fa1\u5024\u3092\u8a55\u4fa1\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u7533\u8acb\u30fb\u6dfb\u4ed8\u30fb\u6761\u9805\u306e\u6587\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3001\n  \u3069\u3053\u304b\u3089\u5199\u3057\u305f\u304b\uff08application \/ attachment \/ rule\uff09\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u524d\u51e6\u7406\u306e\u7d50\u679c\uff08\u7814\u7a76\u671f\u9593\u3001\u5e74\u5ea6\u3092\u8d8a\u3048\u308b\u7d0d\u54c1\u3001\u672c\u4eba\u3078\u306e\u8b1d\u91d1\uff09\u306f\u78ba\u5b9a\u3057\u305f\u4e8b\u5b9f\u3067\u3059\u3002\n  \u5224\u5b9a\u3057\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u904e\u53bb\u306e\u5224\u65ad\u306e\u4f8b\u306f\u3001\u540c\u3058\u6761\u9805\u306e\u89e3\u91c8\u306e\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4f8b\u3068\u98df\u3044\u9055\u3046\u5224\u5b9a\u3092\u3059\u308b\u3068\u304d\u306f\u3001\u305d\u306e\u7406\u7531\u3092 reason \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7533\u8acb\u3068\u6dfb\u4ed8\u3067\u91d1\u984d\u30fb\u6570\u91cf\u30fb\u65e5\u4ed8\u30fb\u54c1\u540d\u304c\u98df\u3044\u9055\u3048\u3070\u3001\u6761\u9805\u3068\u306f\u5225\u306b mismatches \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7533\u8acb\u3011{application}\n\u3010\u6dfb\u4ed8\u306ePDF\u3011\uff08document \u3068\u3057\u3066\u6e21\u3059\uff09\n\u3010\u524d\u51e6\u7406\u306e\u7d50\u679c\u3011{precheck}\n\u3010\u6761\u9805\u3011{rules}\n\u3010\u904e\u53bb\u306e\u5224\u65ad\u306e\u4f8b\u3011{precedents}\n```\n\n**\u300c\u60c5\u5831\u304c\u8db3\u308a\u306a\u3044\u3053\u3068\u3092\u3001suspect \u306e\u7406\u7531\u306b\u3057\u306a\u3044\u300d\u304c\u6700\u3082\u52b9\u304f1\u6587\u3067\u3059\u3002** \u3053\u308c\u304c\u7121\u3044\u3068\u3001\u7814\u7a76\u8ab2\u984c\u3068\u306e\u95a2\u4fc2\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u30d1\u30bd\u30b3\u30f3\u306e\u8cfc\u5165\u3092\u300c\u901a\u5e38\u5099\u3048\u308b\u3079\u304d\u7269\u306b\u5f53\u305f\u308b\u7591\u3044\u300d\u3068\u5224\u5b9a\u3057\u307e\u3059\u3002**\u66f8\u3044\u3066\u3044\u306a\u3044\u3053\u3068\u3068\u3001\u4f7f\u3048\u306a\u3044\u3053\u3068\u306f\u5225\u3067\u3059\u3002**\n\n**\u300c\u6e21\u3055\u308c\u3066\u3044\u306a\u3044\u6761\u9805\u3092\u6839\u62e0\u306b\u3057\u306a\u3044\u300d\u3082\u5916\u305b\u307e\u305b\u3093\u3002** AI\u306f\u7814\u7a76\u8cbb\u306e\u4e00\u822c\u7684\u306a\u77e5\u8b58\u3092\u6301\u3063\u3066\u304a\u308a\u3001\u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070\u4ed6\u306e\u914d\u5206\u6a5f\u95a2\u306e\u30eb\u30fc\u30eb\u3084\u53e4\u3044\u7248\u306e\u8a18\u61b6\u3067\u5224\u5b9a\u3057\u307e\u3059\u3002**\u6839\u62e0\u3092\u3001\u6e21\u3057\u305f\u8868\u306e\u7248\u306b\u9589\u3058\u8fbc\u3081\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** `output_config.format` \u306b `type: \"json_schema\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u8fd4\u7b54\u304c\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3063\u305fJSON\u306b\u306a\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"application_id\": \"\",\n  \"rule_set\": \"kaken_hojo_2026 | kaken_kikin_2026 | other\",\n  \"checks\": [\n    { \"rule_id\": \"\", \"rule_heading\": \"\",\n      \"status\": \"ok | needs_info | suspect | not_applicable\",\n      \"reason\": \"\",\n      \"missing_items\": [],\n      \"evidence\": [ { \"source\": \"application | attachment | rule\", \"text\": \"\" } ] }\n  ],\n  \"mismatches\": [ { \"field\": \"\", \"application_value\": \"\", \"attachment_value\": \"\" } ],\n  \"asset_control_flag\": false,\n  \"question_draft\": \"\"\n}\n```\n\n**`status` \u3092 `enum` \u306b\u3057\u3066\u30014\u3064\u4ee5\u5916\u306e\u5024\u3092\u8fd4\u3055\u305b\u307e\u305b\u3093\u3002** \u69cb\u9020\u5316\u51fa\u529b\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001`enum` \u306e\u5927\u6587\u5b57\u30fb\u5c0f\u6587\u5b57\u306f\u4fdd\u8a3c\u3055\u308c\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001**\u53d7\u3051\u53d6\u3063\u305f\u5074\u3067\u5c0f\u6587\u5b57\u306b\u305d\u308d\u3048\u3066\u304b\u3089\u6bd4\u3079\u307e\u3059\u3002** \u6570\u5024\u306e\u7bc4\u56f2\u3084\u6587\u5b57\u6570\u306e\u5236\u7d04\u306f\u30b9\u30ad\u30fc\u30de\u306b\u66f8\u3051\u306a\u3044\u306e\u3067\u3001`evidence` \u304c\u7a7a\u3067\u306a\u3044\u304b\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**\u632f\u308a\u5206\u3051\u306f\u3001AI\u306e\u51fa\u529b\u3092\u53d7\u3051\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6c7a\u3081\u307e\u3059\u3002**\n\n| `verdict` | \u6761\u4ef6 |\n|:--|:--|\n| `review` | `suspect` \u304c1\u3064\u3067\u3082\u3042\u308b\u3002\u524d\u51e6\u7406\u3067\u7814\u7a76\u671f\u9593\u5916\u30fb\u5e74\u5ea6\u8d8a\u3048\u30fb\u672c\u4eba\u3078\u306e\u8b1d\u91d1\u304c\u51fa\u305f\u3002`rule_set` \u304c\u6c7a\u307e\u3089\u306a\u3044 |\n| `ask_researcher` | `suspect` \u304c\u7121\u304f\u3001`needs_info` \u304b `mismatches` \u304c\u3042\u308b |\n| `pass` | \u3059\u3079\u3066 `ok` \u304b `not_applicable` \u3067\u3001\u98df\u3044\u9055\u3044\u3082\u7121\u3044 |\n\n**`review` \u3092\u5148\u306b\u5224\u5b9a\u3059\u308b\u306e\u304c\u5927\u4e8b\u3067\u3059\u3002** `suspect` \u3068 `needs_info` \u304c\u4e21\u65b9\u3042\u308b\u3068\u304d\u3001\u7814\u7a76\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3060\u3051\u3067\u7d42\u308f\u3089\u305b\u305a\u3001**\u5fc5\u305a\u62c5\u5f53\u8005\u304c\u898b\u308b\u5217\u306b\u5165\u308c\u307e\u3059\u3002**\n\n**`asset_control_flag` \u306f\u632f\u308a\u5206\u3051\u306b\u4f7f\u3044\u307e\u305b\u3093\u3002** \u63db\u91d1\u6027\u306e\u9ad8\u3044\u7269\u54c1\u306f\u4f7f\u3048\u306a\u3044\u7d4c\u8cbb\u3067\u306f\u306a\u304f\u3001\u7ba1\u7406\u306e\u624b\u7d9a\u304d\u304c\u8981\u308b\u3060\u3051\u306a\u306e\u3067\u3001`pass` \u306e\u3082\u306e\u306b\u3082\u4ed8\u3051\u3066\u3001**\u8cfc\u5165\u306e\u5f8c\u306b\u7ba1\u7406\u306e\u8868\u793a\u3068\u6240\u5728\u306e\u8a18\u9332\u3092\u6848\u5185\u3057\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 | \u66f8\u304d\u51fa\u3057\uff08CSV\u307e\u305f\u306fAPI\uff09 | \u65b0\u3057\u3044\u7533\u8acb\u3068\u6dfb\u4ed8\u3092\u53d6\u308a\u51fa\u3059\u3002**\u66f8\u304d\u8fbc\u307e\u306a\u3044** |\n| \u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7 | \u8aad\u307f\u53d6\u308a | \u7814\u7a76\u671f\u9593\u30fb\u8ca1\u6e90\u30fb\u540d\u7c3f |\n| \u30eb\u30fc\u30eb\u96c6\u30fb\u904e\u53bb\u306e\u5224\u65ad | \u8aad\u307f\u53d6\u308a | \u6761\u9805\u3068\u89e3\u91c8\u306e\u4f8b |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u6761\u9805\u3054\u3068\u306e\u5224\u5b9a\u3068\u554f\u3044\u5408\u308f\u305b\u6587\u306e\u4e0b\u66f8\u304d |\n| \u70b9\u691c\u306e\u4e00\u89a7 | \u66f8\u304d\u8fbc\u307f | \u5224\u5b9a\u306e\u7d50\u679c\u3068\u632f\u308a\u5206\u3051\u3001\u62c5\u5f53\u8005\u306e\u5224\u65ad\u306e\u8a18\u9332 |\n| \u30e1\u30fc\u30eb | \u4e0b\u66f8\u304d\u306e\u4f5c\u6210 | \u7814\u7a76\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3002**\u9001\u4fe1\u306f\u4eba** |\n\n**\u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306b\u66f8\u304d\u8fbc\u307e\u306a\u3044\u306e\u306f\u3001\u627f\u8a8d\u306e\u7d4c\u8def\u3092\u5909\u3048\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u70b9\u691c\u306e\u7d50\u679c\u306f\u4e00\u89a7\u306b\u51fa\u3057\u3001**\u652f\u51fa\u306e\u627f\u8a8d\u306f\u4eca\u307e\u3067\u3069\u304a\u308a\u30b7\u30b9\u30c6\u30e0\u306e\u4e0a\u3067\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**\n\n**\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\u306f\u3001`needs_info` \u3068 `mismatches` \u3060\u3051\u304b\u3089\u4f5c\u308a\u307e\u3059\u3002** `suspect` \u306e\u5185\u5bb9\u306f\u7814\u7a76\u8005\u3078\u306e\u6587\u9762\u306b\u5165\u308c\u307e\u305b\u3093\u3002\u7591\u3044\u3092\u78ba\u304b\u3081\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3001**\u7814\u7a76\u8005\u306b\u4f55\u3092\u805e\u304f\u304b\u306f\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u62c5\u5f53\u8005\u304c\u958b\u304f\u306e\u306f `review` \u3068 `ask_researcher` \u3067\u3059\u3002** `pass` \u306f\u4e00\u89a7\u3067\u4ef6\u6570\u30fb\u7814\u7a76\u8005\u30fb\u91d1\u984d\u3092\u6d41\u3057\u898b\u3066\u7d4c\u7406\u8ab2\u3078\u56de\u3057\u307e\u3059\u3002\n\n1. **`review` \u3092\u5148\u306b\u898b\u308b** \u2026 `suspect` \u306e\u6839\u62e0\u306e\u6761\u9805\u3068\u3001\u5199\u3055\u308c\u305f\u6587\u3092\u8aad\u307f\u307e\u3059\u3002**\u6dfb\u4ed8\u306e\u8a72\u5f53\u7b87\u6240\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u307e\u3059**\n2. **\u904e\u53bb\u306e\u5224\u65ad\u3068\u6bd4\u3079\u308b** \u2026 \u540c\u3058\u6761\u9805\u3067\u6a5f\u95a2\u304c\u3069\u3046\u5224\u65ad\u3057\u3066\u304d\u305f\u304b\u3092\u898b\u307e\u3059\u3002\u98df\u3044\u9055\u3046\u306a\u3089\u8ab2\u9577\u306b\u76f8\u8ac7\u3057\u307e\u3059\n3. **`ask_researcher` \u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308b** \u2026 \u6b20\u3051\u305f\u9805\u76ee\u304c\u672c\u5f53\u306b\u6b20\u3051\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u9001\u308a\u307e\u3059\n4. **\u5224\u65ad\u3092\u8a18\u9332\u3059\u308b** \u2026 \u8a8d\u3081\u305f\u30fb\u5dee\u3057\u623b\u3057\u305f\u30fb\u7814\u7a76\u8005\u306b\u78ba\u304b\u3081\u305f\u306e\u5225\u3068\u7406\u7531\u3092\u3001\u6761\u9805\u3054\u3068\u306b\u6b8b\u3057\u307e\u3059\u3002**\u6b21\u306e\u5224\u5b9a\u306e\u300c\u904e\u53bb\u306e\u5224\u65ad\u306e\u4f8b\u300d\u306b\u306a\u308a\u307e\u3059**\n\n**4\u756a\u76ee\u3092\u7701\u304f\u3068\u3001\u3053\u306e\u69cb\u6210\u306f\u80b2\u3061\u307e\u305b\u3093\u3002** \u6a5f\u95a2\u306e\u89e3\u91c8\u306f\u3001\u4f7f\u7528\u30eb\u30fc\u30eb\u306e\u6587\u8a00\u3067\u306f\u306a\u304f\u3001\u62c5\u5f53\u8005\u306e\u5224\u65ad\u306e\u7a4d\u307f\u91cd\u306d\u306b\u3042\u308a\u307e\u3059\u3002**\u8a18\u9332\u3057\u305f\u5224\u65ad\u304c\u6b21\u306e\u70b9\u691c\u3067\u4f8b\u3068\u3057\u3066\u6e21\u308a\u3001\u62c5\u5f53\u8005\u306b\u3088\u308b\u9055\u3044\u304c\u6e1b\u3063\u3066\u3044\u304d\u307e\u3059\u3002**\n\n**`pass` \u306e\u6d41\u3057\u898b\u3067\u3082\u3001\u9ad8\u984d\u306e\u3082\u306e\u306f\u958b\u304d\u307e\u3059\u3002** \u91d1\u984d\u306e\u7dda\u3092\u6a5f\u95a2\u3067\u6c7a\u3081\u3001\u305d\u308c\u3092\u8d85\u3048\u308b\u3082\u306e\u306f `pass` \u3067\u3082\u62c5\u5f53\u8005\u304c\u4e2d\u8eab\u3092\u898b\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7\u306b\u8ca1\u6e90\u306e\u533a\u5206\u304c\u7121\u3044 | `rule_set` \u3092\u6c7a\u3081\u305a `review`\u3002**\u4e00\u89a7\u3092\u76f4\u3057\u3066\u304b\u3089\u518d\u70b9\u691c** |\n| \u4f7f\u7528\u30eb\u30fc\u30eb\u304c\u6539\u6b63\u3055\u308c\u305f | \u30eb\u30fc\u30eb\u96c6\u306b\u65b0\u3057\u3044\u7248\u3092\u8db3\u3057\u3001\u6539\u6b63\u65e5\u4ee5\u964d\u306e\u7533\u8acb\u304b\u3089\u65b0\u3057\u3044\u7248\u3067\u5224\u5b9a\u3002**\u53e4\u3044\u7248\u306f\u6d88\u3055\u306a\u3044** |\n| \u6dfb\u4ed8\u306ePDF\u306b\u30d1\u30b9\u30ef\u30fc\u30c9\u304c\u639b\u304b\u3063\u3066\u3044\u308b | \u958b\u3051\u306a\u3044\u3053\u3068\u3092 `needs_info` \u306b\u3057\u3066\u7814\u7a76\u8005\u3078\u3002\u89e3\u9664\u3057\u305f\u7248\u3092\u51fa\u3057\u76f4\u3057\u3066\u3082\u3089\u3046 |\n| \u6dfb\u4ed8\u304c\u5927\u304d\u3059\u304e\u308b | 1\u56de\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306f32MB\u307e\u3067\u3002\u30da\u30fc\u30b8\u3092\u5206\u3051\u308b\u304b\u3001Files API \u3067\u6e21\u3059 |\n| \u8ca1\u6e90\u304c\u8907\u6570\u5165\u3063\u3066\u3044\u308b | \u5408\u7b97\u4f7f\u7528\u306e\u6761\u9805\u3092\u5fc5\u305a\u6e21\u3057\u3001\u4f7f\u7528\u533a\u5206\u306e\u8a18\u8f09\u3092\u898b\u308b |\n| \u914d\u5206\u6a5f\u95a2\u306e\u30eb\u30fc\u30eb\u96c6\u304c\u307e\u3060\u7121\u3044 | `rule_set: other` \u3068\u3057\u3066\u6a5f\u95a2\u306e\u898f\u7a0b\u3060\u3051\u3067\u5224\u5b9a\u3057\u3001`review` \u306b\u56de\u3059 |\n| AI\u306e\u8fd4\u7b54\u304c\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u306a\u3044 | \u62d2\u5426\u3084\u51fa\u529b\u306e\u6253\u3061\u5207\u308a\u3067\u306f\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u306a\u3044\u8fd4\u7b54\u306b\u306a\u308a\u3046\u308b\u3002**\u518d\u5b9f\u884c\u3057\u3001\u3060\u3081\u306a\u3089 `review`** |\n| \u540c\u3058\u7533\u8acb\u304c\u51fa\u3057\u76f4\u3055\u308c\u305f | \u65b0\u3057\u3044\u7248\u3060\u3051\u3092\u70b9\u691c\u3057\u3001\u53e4\u3044\u7248\u306e\u7d50\u679c\u306b\u300c\u51fa\u3057\u76f4\u3057\u300d\u306e\u5370\u3092\u4ed8\u3051\u308b |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u904b\u7528\u306e\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u3061\u3089\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7\u3068\u30eb\u30fc\u30eb\u96c6\u306e\u624b\u5165\u308c\u306e\u554f\u984c\u3067\u3059\u3002** \u5e74\u5ea6\u306e\u521d\u3081\u306b\u4e00\u89a7\u3092\u66f4\u65b0\u3057\u3001\u6539\u6b63\u306e\u305f\u3073\u306b\u30eb\u30fc\u30eb\u96c6\u3092\u8db3\u3059\u4f5c\u696d\u3092\u3001\u62c5\u5f53\u3092\u6c7a\u3081\u3066\u56de\u3057\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u7533\u8acb\u756a\u53f7\u3054\u3068\u306b\u3001\u70b9\u691c\u306b\u4f7f\u3063\u305f\u7533\u8acb\u306e\u9805\u76ee\u3068\u6dfb\u4ed8\u306e\u30d5\u30a1\u30a4\u30eb\u540d\n- \u524d\u51e6\u7406\u306e\u7d50\u679c\uff08\u7814\u7a76\u671f\u9593\u30fb\u5e74\u5ea6\u8d8a\u3048\u30fb\u672c\u4eba\u3078\u306e\u8b1d\u91d1\u30fb\u5408\u7b97\uff09\n- **\u4f7f\u3063\u305f\u30eb\u30fc\u30eb\u30bb\u30c3\u30c8\u306e\u7248\u3068\u6539\u6b63\u65e5**\u3001\u6e21\u3057\u305f\u6761\u9805\u306e\u4e00\u89a7\n- AI\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\n- \u632f\u308a\u5206\u3051\u306e\u7d50\u679c\u3068\u3001**\u62c5\u5f53\u8005\u306e\u5224\u65ad\u3068\u305d\u306e\u7406\u7531**\uff08\u6761\u9805\u3054\u3068\uff09\n- \u7814\u7a76\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3068\u56de\u7b54\u3001\u51fa\u3057\u76f4\u3057\u306e\u8a18\u9332\n\n**3\u3064\u76ee\u304c\u3001\u5f8c\u3067\u8aac\u660e\u3059\u308b\u3068\u304d\u306e\u652f\u3048\u3067\u3059\u3002** \u76e3\u67fb\u3067\u300c\u306a\u305c\u3053\u306e\u652f\u51fa\u3092\u8a8d\u3081\u305f\u304b\u300d\u3068\u805e\u304b\u308c\u305f\u3068\u304d\u3001**\u305d\u306e\u65e5\u306b\u3069\u306e\u7248\u306e\u30eb\u30fc\u30eb\u3067\u70b9\u691c\u3057\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002** \u6539\u6b63\u306e\u524d\u5f8c\u3067\u5224\u5b9a\u304c\u5909\u308f\u3063\u305f\u7533\u8acb\u3082\u3001\u7248\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u8ffd\u3048\u307e\u3059\u3002\n\n**\u62c5\u5f53\u8005\u306e\u5224\u65ad\u306e\u8a18\u9332\u306f\u3001\u6761\u9805\u3054\u3068\u306e\u5dee\u3057\u623b\u3057\u306e\u7387\u3068\u3057\u3066\u6708\u306b1\u56de\u96c6\u8a08\u3057\u307e\u3059\u3002** \u7279\u5b9a\u306e\u6761\u9805\u3067 `needs_info` \u304c\u591a\u3044\u306a\u3089\u3001**\u7533\u8acb\u306e\u753b\u9762\u306e\u5165\u529b\u6b04\u306e\u4f5c\u308a\u304b\u3001\u7814\u7a76\u8005\u3078\u306e\u6848\u5185\u306b\u539f\u56e0\u304c\u3042\u308a\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u7533\u8acb\u304b\u308930\u4ef6\u3092\u9078\u3076\uff08**\u8cfc\u5165\u30fb\u51fa\u5f35\u30fb\u8b1d\u91d1\u3092\u6df7\u305c\u3001\u5dee\u3057\u623b\u3057\u305f\u3082\u306e\u3092\u6570\u4ef6\u5165\u308c\u308b**\uff09\n2. \u305d\u306e30\u4ef6\u306e\u8ca1\u6e90\u306e\u4f7f\u7528\u30eb\u30fc\u30eb\u306ePDF\u3068\u3001\u6a5f\u95a2\u306e\u898f\u7a0b\u3092\u7528\u610f\u3059\u308b\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u3001\u7533\u8acb\u306e\u5185\u5bb9\u30fb\u6dfb\u4ed8\u30fb\u4f7f\u7528\u30eb\u30fc\u30eb\u306e\u8a72\u5f53\u90e8\u5206\u3092\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u6e21\u3057\u305f\u6761\u9805\u3054\u3068\u306b\u3001\u5f53\u3066\u306f\u307e\u308b\u7591\u3044\u304c\u3042\u308b\u304b\u3001\u5224\u65ad\u306b\u8981\u308b\u60c5\u5831\u304c\u8db3\u308a\u306a\u3044\u304b\u3092\u5224\u5b9a\u3057\u3001\u6839\u62e0\u306e\u6587\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u60c5\u5831\u3092\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u652f\u51fa\u3092\u8a8d\u3081\u308b\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u5f53\u6642\u306e\u62c5\u5f53\u8005\u306e\u5224\u65ad\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**30\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7d44\u3080\u524d\u306b\u3001**\u6761\u9805\u3092\u6e21\u305b\u3070\u5f53\u3066\u306f\u3081\u3089\u308c\u308b\u306e\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u5dee\u3057\u623b\u3057\u3068\u540c\u3058\u6761\u9805\u304c\u6319\u304c\u3063\u305f | **\u30eb\u30fc\u30eb\u96c6\u306e\u8868\u3065\u304f\u308a\u306b\u9032\u3080** |\n| \u60c5\u5831\u306e\u4e0d\u8db3\u3092\u300c\u7591\u3044\u300d\u3068\u3057\u3066\u6319\u3052\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u6a5f\u95a2\u306e\u89e3\u91c8\u3068\u9055\u3046\u5224\u5b9a\u304c\u591a\u3044 | **\u904e\u53bb\u306e\u5224\u65ad\u306e\u4f8b\u3092\u6e21\u3059\u5fc5\u8981\u304c\u3042\u308b\u3002** \u8a18\u9332\u3092\u96c6\u3081\u308b\u306e\u304c\u5148 |\n\n**3\u884c\u76ee\u304c\u51fa\u305f\u3089\u3001\u305d\u308c\u304c\u53ce\u7a6b\u3067\u3059\u3002** \u6a5f\u95a2\u306e\u89e3\u91c8\u304c\u6587\u66f8\u306b\u306a\u3063\u3066\u3044\u306a\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3001**\u62c5\u5f53\u8005\u306b\u3088\u308b\u5224\u65ad\u306e\u9055\u3044\u306e\u539f\u56e0\u304c1\u3064\u898b\u3048\u305f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**","minimal_setup_short":"\u7533\u8acb\u3068\u6761\u9805\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u6761\u9805\u3054\u3068\u306e\u5224\u5b9a\u3092\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u6761\u9805\u306e\u5f53\u3066\u306f\u3081","semi_auto_setup":"\u4e0a\u8a18\uff0b\u30eb\u30fc\u30eb\u96c6\u306e\u8868\u3068\u524d\u51e6\u7406\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u308a\u3001\u7533\u8acb\u306e\u66f8\u304d\u51fa\u3057\u304b\u3089\u5224\u5b9a\u306e\u4e00\u89a7\u307e\u3067\u3092\u6d41\u3059 \uff0f \u6761\u9805\u3092\u63a2\u3059\u4f5c\u696d\u3068\u3001\u6a5f\u68b0\u3067\u6c7a\u307e\u308b\u70b9\u306e\u5224\u5b9a","full_setup":"\u4e0a\u8a18\uff0b\u898f\u5247\u306b\u3088\u308b\u632f\u308a\u5206\u3051\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\u3001\u904e\u53bb\u306e\u5224\u65ad\u306e\u4f8b\u306e\u81ea\u52d5\u306e\u9078\u629e\u3001\u5224\u65ad\u306e\u8a18\u9332 \uff0f \u70b9\u691c\u306e\u5168\u4f53\u3068\u3001\u7814\u7a76\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u6e96\u5099","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** \u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002\n**\u534a\u81ea\u52d5\u5316\u3067\u3001\u2460\u306e\u300c\u63a2\u3059\u300d\u6642\u9593\u304c\u307b\u307c\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u305f\u3060\u3057\u3001\u5224\u5b9a\u306e\u4e00\u89a7\u3092\u62c5\u5f53\u8005\u304c\u5168\u4ef6\u8aad\u3080\u5f62\u306a\u306e\u3067\u30011\u4ef612\u5206\u304c7\u5206\u7a0b\u5ea6\u306b\u3068\u3069\u307e\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u3067\u632f\u308a\u5206\u3051\u3068\u4e0b\u66f8\u304d\u304c\u5165\u308a\u30015\u5206\u306b\u306a\u308b\u306e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u4e00\u89a7\u30921\u304b\u6708\u898b\u308b\u3068\u3001**`needs_info` \u304c\u591a\u3044\u6761\u9805\u3068\u3001\u30eb\u30fc\u30eb\u96c6\u306e\u6b20\u3051\u3066\u3044\u308b\u914d\u5206\u6a5f\u95a2\u304c\u5206\u304b\u308a\u307e\u3059\u3002** \u305d\u3053\u3092\u76f4\u3057\u3066\u304b\u3089\u632f\u308a\u5206\u3051\u3092\u5165\u308c\u308b\u307b\u3046\u304c\u3001`review` \u306b\u7a4d\u307f\u4e0a\u304c\u308b\u4ef6\u6570\u304c\u6e1b\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u88dc\u52a9\u91d1\u3068\u57fa\u91d1\u3092\u53d6\u308a\u9055\u3048\u308b | \u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7\u306e\u8ca1\u6e90\u306e\u533a\u5206\u3067\u9078\u3076\u3002**\u7a7a\u306a\u3089\u5224\u5b9a\u3057\u306a\u3044** |\n| \u6761\u9805\u756a\u53f7\u3067\u5f15\u3044\u3066\u5225\u306e\u6761\u9805\u304c\u51fa\u308b | \u88dc\u52a9\u91d1\u3068\u57fa\u91d1\u3067\u756a\u53f7\u304c\u9055\u3046\u3002`rule_set` \u3068\u898b\u51fa\u3057\u306e\u7d44\u3067\u5f15\u304f |\n| \u60c5\u5831\u306e\u4e0d\u8db3\u304c\u300c\u7591\u3044\u300d\u306b\u306a\u308b | \u6307\u793a\u3067\u660e\u78ba\u306b\u5206\u3051\u3001`needs_info` \u306f\u7814\u7a76\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u56de\u3059 |\n| \u6e21\u3057\u3066\u3044\u306a\u3044\u30eb\u30fc\u30eb\u3067\u5224\u5b9a\u3059\u308b | \u6e21\u3057\u305f\u6761\u9805\u4ee5\u5916\u3092\u6839\u62e0\u306b\u3057\u306a\u3044\u3068\u6307\u793a\u3057\u3001`evidence` \u306e\u51fa\u3069\u3053\u308d\u3092\u78ba\u304b\u3081\u308b |\n| \u6539\u6b63\u5f8c\u3082\u53e4\u3044\u7248\u3067\u5224\u5b9a\u3059\u308b | \u30eb\u30fc\u30eb\u96c6\u306b\u6539\u6b63\u65e5\u3092\u6301\u305f\u305b\u3001\u7533\u8acb\u65e5\u3067\u7248\u3092\u9078\u3076 |\n| \u672c\u4eba\u3078\u306e\u8b1d\u91d1\u3092AI\u306b\u5224\u5b9a\u3055\u305b\u308b | \u540d\u7c3f\u3068\u8077\u54e1\u756a\u53f7\u3067\u7167\u5408\u3059\u308b\u3002**AI\u306b\u63a8\u3057\u91cf\u3089\u305b\u306a\u3044** |\n| \u554f\u3044\u5408\u308f\u305b\u306b\u7591\u3044\u306e\u5185\u5bb9\u304c\u5165\u308b | \u4e0b\u66f8\u304d\u306f `needs_info` \u3068\u98df\u3044\u9055\u3044\u3060\u3051\u304b\u3089\u4f5c\u308b |\n| \u62c5\u5f53\u8005\u306e\u5224\u65ad\u304c\u8a18\u9332\u3055\u308c\u306a\u3044 | \u5224\u65ad\u306e\u6b04\u3092\u57cb\u3081\u306a\u3044\u3068\u4e00\u89a7\u3092\u9589\u3058\u3089\u308c\u306a\u3044\u4f5c\u308a\u306b\u3059\u308b |\n| `review` \u304c\u591a\u3059\u304e\u3066\u898b\u304d\u308c\u306a\u3044 | \u6761\u9805\u3054\u3068\u306e\u4ef6\u6570\u3092\u898b\u3066\u3001\u904e\u53bb\u306e\u5224\u65ad\u306e\u4f8b\u3092\u8db3\u3059 |\n| \u6a5f\u95a2\u306e\u898f\u7a0b\u306e\u6271\u3044\u304c\u6697\u9ed9\u306e\u307e\u307e | \u63db\u91d1\u6027\u306e\u9ad8\u3044\u7269\u54c1\u306e\u4e00\u89a7\u3084\u8b1d\u91d1\u306e\u5358\u4fa1\u8868\u3092\u3001\u8868\u3068\u3057\u3066\u66f8\u304d\u51fa\u3059 |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u6700\u3082\u91cd\u3044\u5931\u6557\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u5224\u5b9a\u304c\u6b63\u53cd\u5bfe\u306b\u306a\u308a\u307e\u3059\u3002**\u8ca1\u6e90\u306e\u533a\u5206\u3092\u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7\u3067\u5fc5\u305a\u6301\u3064**\u3053\u3068\u304c\u3001\u6700\u521d\u306e\u6e96\u5099\u3067\u3059\u3002\n\n**\u4e0b\u306e2\u884c\u306f\u3001\u904b\u7528\u304c\u80b2\u3064\u304b\u3069\u3046\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002** \u5224\u65ad\u306e\u8a18\u9332\u304c\u7121\u3044\u3068\u3001\u534a\u5e74\u305f\u3063\u3066\u3082\u62c5\u5f53\u8005\u306b\u3088\u308b\u9055\u3044\u306f\u6e1b\u308a\u307e\u305b\u3093\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u7814\u7a76\u8005\u306e\u6c0f\u540d\u3068\u7814\u7a76\u8ab2\u984c\u3001\u652f\u51fa\u306e\u5185\u5bb9\u3068\u91d1\u984d\u3001\u51fa\u5f35\u306e\u8a2a\u554f\u5148\u3068\u9762\u8ac7\u8005\u3001\u8b1d\u91d1\u306e\u76f8\u624b\u65b9\u306e\u6c0f\u540d\u3001\u305d\u3057\u3066\u898b\u7a4d\u66f8\u306b\u8f09\u308b\u53d6\u5f15\u5148\u306e\u60c5\u5831\u3067\u3059\u3002\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u5224\u5b9a\u306b\u8981\u308b\u3082\u306e\u306b\u9650\u308b** \u2026 \u8b1d\u91d1\u306e\u76f8\u624b\u65b9\u306e\u53e3\u5ea7\u3084\u4f4f\u6240\u306f\u5224\u5b9a\u306b\u8981\u308a\u307e\u305b\u3093\u3002**\u7533\u8acb\u306e\u66f8\u304d\u51fa\u3057\u306e\u6bb5\u968e\u3067\u5217\u3092\u843d\u3068\u3057\u307e\u3059**\n2. **AI\u306e\u51fa\u529b\u306b\u300c\u4e0d\u6b63\u300d\u306e\u8a9e\u3092\u51fa\u3055\u306a\u3044** \u2026 \u70b9\u691c\u306f\u4e0d\u6b63\u306e\u8abf\u67fb\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u7591\u3044\u306e\u8abf\u67fb\u306f\u3001\u6a5f\u95a2\u306e\u5b9a\u3081\u305f\u5225\u306e\u624b\u7d9a\u304d\u3067\u884c\u3044\u307e\u3059**\n3. **\u652f\u51fa\u306e\u5224\u65ad\u3092\u4ee3\u66ff\u3057\u306a\u3044** \u2026 \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u6761\u9805\u306b\u7167\u3089\u3057\u305f\u5f53\u3066\u306f\u3081\u3068\u60c5\u5831\u306e\u4e0d\u8db3\u3067\u3059\u3002**\u8a8d\u3081\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u7814\u7a76\u63a8\u9032\u3068\u7d4c\u7406\u304c\u6c7a\u3081\u307e\u3059**\n4. **\u30eb\u30fc\u30eb\u96c6\u306e\u7248\u3092\u7ba1\u7406\u3059\u308b** \u2026 \u6539\u6b63\u306e\u53cd\u6620\u304c\u9045\u308c\u308b\u3068\u3001\u8aa4\u3063\u305f\u5224\u5b9a\u304c\u7d9a\u304d\u307e\u3059\u3002**\u6539\u6b63\u3092\u78ba\u304b\u3081\u308b\u62c5\u5f53\u3068\u983b\u5ea6\u3092\u6c7a\u3081\u307e\u3059**\n5. **\u7814\u7a76\u8005\u306b\u70b9\u691c\u306e\u4ed5\u7d44\u307f\u3092\u8aac\u660e\u3059\u308b** \u2026 AI\u304c\u4e00\u6b21\u5224\u5b9a\u3092\u3057\u3066\u3044\u308b\u3053\u3068\u3001\u5224\u65ad\u306f\u4eba\u304c\u884c\u3046\u3053\u3068\u3092\u3001\u7814\u7a76\u8005\u5411\u3051\u306e\u6848\u5185\u306b\u66f8\u304d\u307e\u3059\n6. **\u30c7\u30fc\u30bf\u306e\u6271\u3044\u3092\u5951\u7d04\u3067\u78ba\u304b\u3081\u308b** \u2026 \u7533\u8acb\u3068\u6dfb\u4ed8\u3092\u5916\u90e8\u306eAPI\u306b\u6e21\u3059\u3053\u3068\u306b\u306a\u308b\u306e\u3067\u3001**\u6a5f\u95a2\u306e\u60c5\u5831\u306e\u53d6\u308a\u6271\u3044\u306e\u6c7a\u307e\u308a\u306b\u7167\u3089\u3057\u3066\u3001\u5229\u7528\u3059\u308b\u5951\u7d04\u3068\u8a2d\u5b9a\u3092\u78ba\u304b\u3081\u307e\u3059**\n\n**\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001\u4f7f\u3048\u306a\u3044\u7d4c\u8cbb\u3092\u898b\u843d\u3068\u3057\u3066\u652f\u51fa\u3059\u308b\u3053\u3068\u3068\u3001\u4f7f\u3048\u308b\u652f\u51fa\u3092\u6b62\u3081\u3066\u7814\u7a76\u3092\u9045\u3089\u305b\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u8ca1\u6e90\u306e\u53d6\u308a\u9055\u3048\u304b\u3089\u3001\u5f8c\u8005\u306f `needs_info` \u3068 `suspect` \u306e\u6df7\u540c\u304b\u3089\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u8a2d\u8a08\u3067\u9632\u3052\u308b\u7b87\u6240\u306a\u306e\u3067\u3001\u305d\u3053\u3060\u3051\u306f\u5b88\u308a\u307e\u3059\u3002**","recommended_for":"\u79d1\u7814\u8cbb\u306a\u3069\u306e\u516c\u7684\u306a\u7814\u7a76\u8cbb\u3092\u591a\u304f\u306e\u7814\u7a76\u8005\u304c\u4f7f\u3063\u3066\u304a\u308a\u3001\u7814\u7a76\u63a8\u9032\u3084\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u3001\u8cfc\u5165\u30fb\u51fa\u5f35\u30fb\u8b1d\u91d1\u306e\u7533\u8acb\u30921\u4ef6\u305a\u3064\u914d\u5206\u6a5f\u95a2\u306e\u4f7f\u7528\u30eb\u30fc\u30eb\u3068\u6a5f\u95a2\u306e\u898f\u7a0b\u306b\u7167\u3089\u3057\u3066\u3044\u308b\u5927\u5b66\u30fb\u7814\u7a76\u6a5f\u95a2\u30fb\u75c5\u9662\u3002\u7814\u7a76\u8cbb\u306e\u8ca1\u6e90\uff08\u88dc\u52a9\u91d1\u304b\u57fa\u91d1\u304b\u3001\u3069\u306e\u914d\u5206\u6a5f\u95a2\u304b\uff09\u304c\u7533\u8acb\u30c7\u30fc\u30bf\u306b\u5165\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u904e\u53bb\u306e\u5dee\u3057\u623b\u3057\u306e\u7406\u7531\u3092\u8a18\u9332\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u5171\u540c\u7814\u7a76\u3067\u516c\u7684\u306a\u7814\u7a76\u8cbb\u3092\u53d7\u3051\u3066\u3044\u308b\u4f01\u696d\u306e\u7814\u7a76\u90e8\u9580\u306b\u3082\u5f53\u3066\u306f\u307e\u308a\u307e\u3059\u3002","not_recommended_for":"\u516c\u7684\u306a\u7814\u7a76\u8cbb\u3092\u4f7f\u3046\u7814\u7a76\u8005\u304c\u6570\u540d\u3067\u3001\u62c5\u5f53\u8005\u304c\u3059\u3079\u3066\u306e\u7533\u8acb\u3092\u4e01\u5be7\u306b\u898b\u3089\u308c\u308b\u5834\u5408\u3002\u7533\u8acb\u304c\u7d19\u3060\u3051\u3067\u3001\u8ca1\u6e90\u3084\u7814\u7a76\u8ab2\u984c\u306e\u756a\u53f7\u304c\u30c7\u30fc\u30bf\u3068\u3057\u3066\u6b8b\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u652f\u51fa\u304c\u8a8d\u3081\u3089\u308c\u308b\u304b\u306e\u6700\u7d42\u7684\u306a\u5224\u65ad\u3068\u3001\u4e0d\u6b63\u306e\u7591\u3044\u306e\u8abf\u67fb\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u7814\u7a76\u8ab2\u984c\u306e\u4e00\u89a7\u3092\u6574\u3048\u308b**\n\n\u3059\u3079\u3066\u306e\u7814\u7a76\u8ab2\u984c\u306b\u3001\u914d\u5206\u6a5f\u95a2\u30fb\u7a2e\u76ee\u30fb**\u88dc\u52a9\u91d1\u304b\u57fa\u91d1\u304b**\u30fb\u7814\u7a76\u671f\u9593\u30fb\u7814\u7a76\u4ee3\u8868\u8005\u3068\u5206\u62c5\u8005\u306e\u8077\u54e1\u756a\u53f7\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u8ca1\u6e90\u306e\u533a\u5206\u304c\u7a7a\u306e\u8ab2\u984c\u3092\u7121\u304f\u3059\u306e\u304c\u6700\u521d\u306e\u4f5c\u696d\u3067\u3059\u3002**\n\n**2\u9031\u76ee\uff1a30\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u7533\u8acb\u304b\u308930\u4ef6\u3092\u9078\u3073\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u6761\u9805\u3054\u3068\u306e\u5224\u5b9a\u3092\u3055\u305b\u307e\u3059\u3002**\u5f53\u6642\u306e\u5224\u65ad\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u60c5\u5831\u306e\u4e0d\u8db3\u3092\u300c\u7591\u3044\u300d\u306b\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u30eb\u30fc\u30eb\u96c6\u3092\u4f5c\u308b**\n\n\u79d1\u7814\u8cbb\u306e\u88dc\u52a9\u91d1\u3068\u57fa\u91d1\u306e\u7814\u7a76\u8005\u4f7f\u7528\u30eb\u30fc\u30eb\u3092\u6761\u9805\u3054\u3068\u306b\u5207\u308a\u3001`rule_set`\u30fb\u898b\u51fa\u3057\u30fb\u672c\u6587\u30fb\u9069\u7528\u3059\u308b\u8cbb\u76ee\u30fb\u6539\u6b63\u65e5\u3092\u6301\u3064\u8868\u306b\u3057\u307e\u3059\u3002\u6a5f\u95a2\u306e\u898f\u7a0b\u306e\u3046\u3061\u3001\u63db\u91d1\u6027\u306e\u9ad8\u3044\u7269\u54c1\u306e\u4e00\u89a7\u3068\u51fa\u5f35\u306e\u5831\u544a\u306e\u9805\u76ee\u3082\u8868\u306b\u3057\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u66f8\u304d\u51fa\u3057\u304b\u3089\u5224\u5b9a\u306e\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\n\u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u7533\u8acb\u3092\u66f8\u304d\u51fa\u3057\u3001\u524d\u51e6\u7406\u3068\u5224\u5b9a\u3092\u6d41\u3057\u3066\u4e00\u89a7\u306b\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u632f\u308a\u5206\u3051\u3092\u305b\u305a\u3001\u5224\u5b9a\u306e\u4e00\u89a7\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u632f\u308a\u5206\u3051\u3068\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u3001`review` \u3068 `ask_researcher` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u62c5\u5f53\u8005\u306e\u5224\u65ad\u306e\u8a18\u9332\u3092\u300c\u904e\u53bb\u306e\u5224\u65ad\u306e\u4f8b\u300d\u3068\u3057\u3066\u6e21\u3057\u59cb\u3081\u30011\u4ef612\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u5e74\u5ea6\u672b\u306e\u7e41\u5fd9\u671f\u30921\u56de\u8d8a\u3048\u3066\u3001`review` \u304c\u62c5\u5f53\u8005\u306e\u624b\u306b\u53ce\u307e\u308b\u4ef6\u6570\u306b\u843d\u3061\u7740\u3044\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0140","UC-0222","UC-0234","UC-0112"],"related_articles":[{"id":7432,"slug":"ai-seisei-bunsho-hantei","title":"AI\u751f\u6210\u306e\u6587\u7ae0\u306f\u898b\u5206\u3051\u3089\u308c\u308b\uff1f\uff5c\u5224\u5b9a\u30c4\u30fc\u30eb\u306e\u9650\u754c"},{"id":5864,"slug":"soft-404-hantei","title":"\u30bd\u30d5\u30c8404\u3068\u5224\u5b9a\u3055\u308c\u308b\u539f\u56e0\uff5c\u6d88\u3048\u305f\u3068\u8aa4\u89e3\u3057\u306a\u3044"},{"id":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u79d1\u7814\u8cbb\u306e\u4f7f\u7528\u30eb\u30fc\u30eb\u304c\u7a2e\u76ee\u3068\u8ca1\u6e90\uff08\u88dc\u52a9\u91d1\u30fb\u57fa\u91d1\uff09\u3054\u3068\u306b\u7814\u7a76\u8005\u5411\u3051\u30fb\u6a5f\u95a2\u5411\u3051\u306b\u63b2\u8f09\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3002\u4ee4\u548c8\uff082026\uff09\u5e74\u5ea6\u306e\u7248\u304c2026\u5e746\u67085\u65e5\u306b\u6539\u6b63\u3055\u308c\u3001\u65b0\u65e7\u5bfe\u7167\u8868\u304c\u540c\u3058\u30da\u30fc\u30b8\u306b\u3042\u308b\u3053\u3068 | [\u65e5\u672c\u5b66\u8853\u632f\u8208\u4f1a: \u4f7f\u7528\u30eb\u30fc\u30eb](https:\/\/www.jsps.go.jp\/j-grantsinaid\/16_rule\/shiyourule.html) | 2026-10-08 |\n| \u88dc\u52a9\u91d1\u306e\u7814\u7a76\u8005\u4f7f\u7528\u30eb\u30fc\u30eb\u3067\u3001\u76f4\u63a5\u7d4c\u8cbb\u306f2-8\u306b\u898f\u5b9a\u3059\u308b\u5834\u5408\u3092\u9664\u304d\u88dc\u52a9\u4e8b\u696d\u3092\u884c\u3046\u5e74\u5ea6\u3092\u8d8a\u3048\u3066\u4f7f\u7528\u3067\u304d\u306a\u3044\u3053\u3068\uff082-6\uff09\u3002\u4f7f\u7528\u306e\u5236\u9650\u304c2-10\u3001\u5408\u7b97\u4f7f\u7528\u306e\u5236\u9650\u304c2-11\u3067\u3042\u308b\u3053\u3068\u3002\u7d0d\u54c1\u30fb\u5f79\u52d9\u306e\u63d0\u4f9b\u306f\u5e74\u5ea6\u306e3\u670831\u65e5\u307e\u3067\u306b\u7d42\u4e86\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3053\u3068\uff082-12\uff09 | [\u65e5\u672c\u5b66\u8853\u632f\u8208\u4f1a: \u7814\u7a76\u8005\u4f7f\u7528\u30eb\u30fc\u30eb\uff08\u88dc\u52a9\u6761\u4ef6\uff09\u4ee4\u548c8\u5e74\u5ea6](https:\/\/www.jsps.go.jp\/file\/storage\/kaken_16rule_2026\/2026_hojyokin_rule.pdf) | 2026-10-08 |\n| 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| [\u65e5\u672c\u5b66\u8853\u632f\u8208\u4f1a: \u7814\u7a76\u8005\u4f7f\u7528\u30eb\u30fc\u30eb\uff08\u4ea4\u4ed8\u6761\u4ef6\uff09\u4ee4\u548c8\u5e74\u5ea6](https:\/\/www.jsps.go.jp\/file\/storage\/kaken_16rule_2026\/2026_kikin_rule.pdf) | 2026-10-08 |\n| 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\u7814\u7a76\u6a5f\u95a2\u306b\u304a\u3051\u308b\u516c\u7684\u7814\u7a76\u8cbb\u306e\u7ba1\u7406\u30fb\u76e3\u67fb\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\uff08\u5b9f\u65bd\u57fa\u6e96\uff09\u4ee4\u548c3\u5e742\u67081\u65e5\u6539\u6b63](https:\/\/www.mext.go.jp\/content\/210201-mxt_sinkou02-1343904_21_1.pdf) | 2026-10-08 |\n| `output_config.format` \u306b `type: \"json_schema\"` \u3092\u6307\u5b9a\u3059\u308b\u3068\u8fd4\u7b54\u304c\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3063\u305fJSON\u306b\u306a\u308b\u3053\u3068\u3002`enum` \u304c\u4f7f\u3048\u3001\u5927\u6587\u5b57\u30fb\u5c0f\u6587\u5b57\u306f\u4fdd\u8a3c\u3055\u308c\u306a\u3044\u3053\u3068\u3002\u6570\u5024\u30fb\u6587\u5b57\u6570\u306e\u5236\u7d04\u306f\u4f7f\u3048\u306a\u3044\u3053\u3068\u3002\u62d2\u5426\u3084 `max_tokens` \u3067\u306e\u6253\u3061\u5207\u308a\u3067\u306f\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u306a\u3044\u51fa\u529b\u306b\u306a\u308a\u3046\u308b\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-08 |\n| PDF\u306e\u30c6\u30ad\u30b9\u30c8\u30fb\u56f3\u30fb\u8868\u3092\u6271\u3048\u308b\u3053\u3068\u30021\u56de\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u304c32MB\u307e\u3067\u3001600\u30da\u30fc\u30b8\u307e\u3067\uff08\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304c1M\u672a\u6e80\u306e\u3068\u304d\u306f100\u30da\u30fc\u30b8\uff09\u3067\u3042\u308b\u3053\u3068\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u3084\u6697\u53f7\u5316\u306e\u7121\u3044\u6a19\u6e96\u306ePDF\u304c\u5bfe\u8c61\u3067\u3042\u308b\u3053\u3068\u30021\u30da\u30fc\u30b8\u3042\u305f\u308a1,500\u301c3,000\u30c8\u30fc\u30af\u30f3\u7a0b\u5ea6\u3067\u3001\u5404\u30da\u30fc\u30b8\u304c\u753b\u50cf\u3068\u3057\u3066\u3082\u6271\u308f\u308c\u308b\u3053\u3068\u3002Files API \u3067\u6e21\u305b\u308b\u3053\u3068 | [Claude Docs: PDF support](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/pdf-support) | 2026-10-08 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