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\u540c\u3058\u533a\u5207\u308a\u3067\u51fa\u8377\u6570\u91cf\u306e\u5074\u306e\u533a\u5206\u3082\u4f5c\u308a\u30012\u3064\u3092\u4e26\u3079\u3066\u6301\u3061\u307e\u3059\u3002\u6570\u91cf\u304c\u591a\u304f\u3066\u3082\u4f1d\u7968\u6570\u304c\u5c11\u306a\u3044\u54c1\u76ee\u306f\u3001\u53d6\u308a\u51fa\u3057\u306e\u56de\u6570\u304c\u5c11\u306a\u3044\u304b\u3089\u3067\u3059\u3002**\u624b\u524d\u30fb\u8170\u306e\u9ad8\u3055\u306b\u7f6e\u304f\u5019\u88dc\u306b\u306a\u308b\u306e\u306f\u3001\u4f1d\u7968\u6570\u306eA\u3067\u3059\u3002**\n\n\u6b21\u306b\u30013\u304b\u6708\u5148\u306e\u898b\u8fbc\u307f\u3092\u51fa\u3057\u307e\u3059\u3002\u3053\u3053\u304c\u300c\u4e88\u6e2c\u300d\u306b\u3042\u305f\u308b\u90e8\u5206\u3067\u3059\u3002\n\n- \u4f38\u3073\u7387 \uff1d \u76f4\u8fd13\u304b\u6708\u306e\u6708\u5e73\u5747\u4f1d\u7968\u6570 \u00f7 \u76f4\u8fd112\u304b\u6708\u306e\u6708\u5e73\u5747\u4f1d\u7968\u6570\n- \u5b63\u7bc0\u4fc2\u6570 \uff1d \u524d\u5e74\u306e\u540c\u30583\u304b\u6708\u306e\u6708\u5e73\u5747\u4f1d\u7968\u6570 \u00f7 \u524d\u5e7412\u304b\u6708\u306e\u6708\u5e73\u5747\u4f1d\u7968\u6570\n- \u898b\u8fbc\u307f\u4f1d\u7968\u6570 \uff1d \u76f4\u8fd13\u304b\u6708\u306e\u6708\u5e73\u5747\u4f1d\u7968\u6570 \u00d7 \u5b63\u7bc0\u4fc2\u6570\n\n**\u898b\u8fbc\u307f\u306e\u533a\u5206\u304c\u73fe\u5728\u306e\u533a\u5206\u3068\u9055\u3046\u54c1\u76ee\u3060\u3051\u304c\u3001\u898b\u76f4\u3057\u306e\u5bfe\u8c61\u306b\u4e0a\u304c\u308a\u307e\u3059\u3002** \u3053\u308c\u304c\u6708200\u4ef6\u306e\u4e2d\u8eab\u3067\u3059\u3002**\u898b\u8fbc\u307f\u306f\u914d\u7f6e\u306e\u512a\u5148\u9806\u4f4d\u3092\u6c7a\u3081\u308b\u305f\u3081\u306e\u76ee\u5b89\u3067\u3042\u308a\u3001\u6570\u5b57\u305d\u306e\u3082\u306e\u3092\u5f53\u3066\u306b\u3044\u304f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u3069\u306e\u7a0b\u5ea6\u5408\u3046\u304b\u306f\u54c1\u76ee\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\n\n\u6700\u5f8c\u306b\u3001\u52b9\u679c\u3092\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002\n\n- \u6708\u9593\u6b69\u884c\u8ddd\u96e2 \uff1d \u898b\u8fbc\u307f\u4f1d\u7968\u6570 \u00d7 \u73fe\u5728\u5730\u306e\u5f80\u5fa9\u8ddd\u96e2\n- \u524a\u6e1b\u8ddd\u96e2 \uff1d \uff08\u73fe\u5728\u5730\u306e\u5f80\u5fa9\u8ddd\u96e2 \uff0d \u63d0\u6848\u5148\u306e\u5f80\u5fa9\u8ddd\u96e2\uff09\u00d7 \u898b\u8fbc\u307f\u4f1d\u7968\u6570\n- \u56de\u53ce\u306e\u76ee\u5b89\uff08\u6708\u6570\uff09\uff1d \u79fb\u52d5\u306e\u898b\u7a4d\u3082\u308a\u6642\u9593 \u00f7\uff08\u524a\u6e1b\u8ddd\u96e2 \u00f7 \u6b69\u884c\u901f\u5ea6\uff09\n\n**\u56de\u53ce\u306e\u76ee\u5b89\u304c\u3001\uff08d\uff09\u3078\u306e\u7b54\u3048\u3067\u3059\u3002** \u6708\u306b2\u56de\u3057\u304b\u51fa\u306a\u3044\u54c1\u76ee\u3092\u624b\u524d\u306b\u52d5\u304b\u3059\u63d0\u6848\u306f\u524a\u6e1b\u8ddd\u96e2\u304c\u5c0f\u3055\u304f\u3001\u56de\u53ce\u306e\u76ee\u5b89\u304c\u4f55\u5341\u304b\u6708\u306b\u3082\u306a\u3063\u3066\u3001**\u4e00\u89a7\u306e\u4e0b\u306e\u307b\u3046\u3078\u81ea\u7136\u306b\u843d\u3061\u307e\u3059\u3002**","ai_processing":"| \u8ab0\u304c\u3084\u308b\u304b | \u3084\u308b\u3053\u3068 |\n|:--|:--|\n| \u6a5f\u68b0\uff08\u96c6\u8a08\uff09 | \u51fa\u8377\u983b\u5ea6\u30fb\u51fa\u8377\u6570\u91cf\u30fb\u540c\u6642\u51fa\u8377\u306e\u56de\u6570\u30fb\u73fe\u5728\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u306e\u8ddd\u96e2\u30fb\u79fb\u52d5\u306e\u898b\u7a4d\u3082\u308a\u6642\u9593 |\n| AI | \u5236\u7d04\uff08\u91cd\u91cf\u30fb\u5bf8\u6cd5\u30fb\u6e29\u5ea6\u5e2f\u30fb\u5371\u967a\u7269\uff09\u3068\u73fe\u5834\u306e\u904b\u7528\u30e1\u30e2\u3092\u8aad\u3093\u3067**\u52d5\u304b\u3057\u3066\u3088\u3044\u304b\u3092\u5224\u65ad**\u3057\u3001\u52d5\u304b\u3059\u7406\u7531\u3092\u6587\u7ae0\u306b\u3059\u308b |\n| \u4eba | \u6700\u7d42\u306e\u53ef\u5426\u3002\u3068\u304f\u306b**\u73fe\u5834\u306e\u4e8b\u60c5\uff08\u4f5c\u696d\u5c0e\u7dda\u3001\u901a\u8def\u306e\u5e45\u3001\u5fdc\u63f4\u306e\u5165\u308a\u3084\u3059\u3055\uff09**\u306f\u4eba\u304c\u898b\u308b |\n\n**AI\u306b\u6570\u3092\u6570\u3048\u3055\u305b\u307e\u305b\u3093\u3002** \u51fa\u8377\u983b\u5ea6\u3082\u8ddd\u96e2\u3082\u79fb\u52d5\u6642\u9593\u3082\u3001\u8a08\u7b97\u5f0f\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u4ee5\u4e0a\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u51fa\u305b\u307e\u3059\u3002**\u8a08\u7b97\u3055\u305b\u308b\u3068\u691c\u7b97\u304c\u3067\u304d\u306a\u304f\u306a\u308a\u3001\u6848\u306e\u4fe1\u7528\u304c\u4e00\u5ea6\u3067\u843d\u3061\u307e\u3059\u3002**\n\nAI\u306b\u3055\u305b\u308b\u306e\u306f3\u3064\u3067\u3059\u3002\u2460\u68da\u306e\u6761\u4ef6\u3068\u54c1\u76ee\u306e\u5bf8\u6cd5\u30fb\u91cd\u91cf\u30fb\u6e29\u5ea6\u5e2f\u3092\u7a81\u304d\u5408\u308f\u305b\u3001**\u5019\u88dc\u306e\u9593\u53e3\u306b\u5165\u308b\u304b\u3092\u5224\u65ad\u3059\u308b** \u2461\u6587\u7ae0\u3067\u66f8\u304b\u308c\u305f\u904b\u7528\u30e1\u30e2\u3092\u8aad\u307f\u3001**\u305d\u3053\u306b\u3042\u308b\u5236\u7d04\u3092\u62fe\u3046** \u2462**\u306a\u305c\u52d5\u304b\u3059\u306e\u304b\u3092\u3001\u6570\u5b57\u3092\u6839\u62e0\u306b\u6587\u7ae0\u306b\u3059\u308b**\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u51fa\u8377\u983b\u5ea6\u30fb\u8ddd\u96e2\u30fb\u79fb\u52d5\u6642\u9593\u306e\u8a08\u7b97 | \u6a5f\u68b0\u304c\u8a08\u7b97\u3057\u305f\u5024\u3092\u6e21\u3059\u3002**AI\u304c\u8a08\u7b97\u3059\u308b\u3068\u691c\u7b97\u3067\u304d\u306a\u3044** |\n| \u68da\u306e\u6761\u4ef6\u306e\u63a8\u6e2c | \u8a18\u8f09\u304c\u7121\u3044\u9805\u76ee\u306f**\u300c\u4e0d\u660e\u300d\u3068\u66f8\u304b\u305b\u308b\u3002** \u57cb\u3081\u3055\u305b\u306a\u3044 |\n| \u79fb\u52d5\u306e\u5b9f\u884c\u3068\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u66f4\u65b0 | \u6848\u306f\u6848\u3002**\u52d5\u304b\u3059\u306e\u306f\u4eba** |\n| \u53d6\u5f15\u5148\u3092\u898b\u305f\u5224\u65ad | \u53d6\u5f15\u5148\u540d\u306f\u305d\u3082\u305d\u3082\u6e21\u3055\u306a\u3044\uff08\u7b2c13\u7ae0\uff09 |\n| \u7cbe\u5ea6\u306e\u4e3b\u5f35 | \u300c\u3053\u306e\u914d\u7f6e\u3067\u4f55\uff05\u77ed\u7e2e\u3067\u304d\u308b\u300d\u3068\u66f8\u304b\u305b\u306a\u3044\u3002\u51fa\u3059\u306e\u306f\u8a08\u7b97\u3057\u305f\u524a\u6e1b\u8ddd\u96e2\u3060\u3051 |","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5009\u5eab\u306e\u4fdd\u7ba1\u5834\u6240\u306e\u898b\u76f4\u3057\u3092\u652f\u63f4\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u6570\u5024\u306f\u96c6\u8a08\u6e08\u307f\u3067\u3059\u3002\u81ea\u5206\u3067\u8a08\u7b97\u3057\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u6e21\u3059\u3082\u306e\u3011\u54c1\u76ee\u30b3\u30fc\u30c9\u3001\u5bf8\u6cd5\u3001\u91cd\u91cf\u3001\u6e29\u5ea6\u5e2f\u3001\u5371\u967a\u7269\u306e\u533a\u5206\u3001\u73fe\u5728\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\n\u898b\u8fbc\u307f\u4f1d\u7968\u6570\u3001\u533a\u5206\u306e\u5909\u5316\u3001\u79fb\u52d5\u306e\u898b\u7a4d\u3082\u308a\u6642\u9593\u3001\u524a\u6e1b\u8ddd\u96e2\u3001\u540c\u3058\u30be\u30fc\u30f3\u306e\u68da\u306e\u6761\u4ef6\u3068\u7a7a\u304d\u9593\u53e3\u306e\u4e00\u89a7\u3001\n\u73fe\u5834\u306e\u904b\u7528\u30e1\u30e2\u3002\n\n\u3010\u5224\u65ad\u306e\u624b\u9806\u3011\n1. \u54c1\u76ee\u3054\u3068\u306b\u3001\u5019\u88dc\u306e\u9593\u53e3\u3092\u4e0a\u304b\u3089\u9806\u306b\u898b\u3066\u3001\n   \u5bf8\u6cd5\u30fb\u8010\u8377\u91cd\u30fb\u6e29\u5ea6\u5e2f\u30fb\u5371\u967a\u7269\u306e4\u3064\u30921\u3064\u305a\u3064\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n2. 4\u3064\u3059\u3079\u3066\u304c\u554f\u984c\u306a\u3051\u308c\u3070 proposed_location \u306b\u9593\u53e3\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n3. 1\u3064\u3067\u3082\u5408\u308f\u306a\u3044\u3068\u304d\u306f proposed_location \u3092 null \u306b\u3057\u3001\n   blocked_by \u306b\u300c\u3069\u306e\u5236\u7d04\u304c\u3001\u3069\u3046\u5408\u308f\u306a\u3044\u304b\u300d\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n4. \u904b\u7528\u30e1\u30e2\u306b\u305d\u306e\u54c1\u76ee\u3084\u68da\u3078\u306e\u8a18\u8f09\u304c\u3042\u308c\u3070\u3001\u5fc5\u305a\u8aad\u3093\u3067\u5224\u65ad\u306b\u542b\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6e21\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u8a18\u8f09\u304c\u7121\u3044\u9805\u76ee\u306f\u300c\u4e0d\u660e\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5bf8\u6cd5\u3001\u8010\u8377\u91cd\u3001\u6e29\u5ea6\u5e2f\u3001\u5371\u967a\u7269\u306e\u3044\u305a\u308c\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u54c1\u76ee\u3084\u68da\u306f\u3001\n  constraints_checked \u306e\u8a72\u5f53\u9805\u76ee\u3092 unknown \u306b\u3057\u3001\n  needs_human \u3092\u771f\u306b\u3057\u3066\u3001\u4f55\u304c\u5206\u304b\u3089\u306a\u3044\u304b\u3092 note \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5206\u304b\u3089\u306a\u3044\u5024\u3092\u3001\u4f3c\u305f\u54c1\u76ee\u3084\u8fd1\u304f\u306e\u68da\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- move_minutes \u3068 expected_gain \u306f\u3001\u6e21\u3055\u308c\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u56db\u6368\u4e94\u5165\u3082\u3001\u5358\u4f4d\u306e\u5909\u63db\u3082\u3001\u6982\u7b97\u3078\u306e\u8a00\u3044\u63db\u3048\u3082\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- reason \u306b\u306f\u3001\u306a\u305c\u52d5\u304b\u3059\u306e\u304b\u3092\u6e21\u3055\u308c\u305f\u6570\u5024\u3092\u6319\u3052\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u52b9\u7387\u304c\u4e0a\u304c\u308b\u300d\u300c\u6700\u9069\u5316\u3055\u308c\u308b\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\n  \u4f55\uff05\u77ed\u304f\u306a\u308b\u3001\u4f55\u5272\u6539\u5584\u3059\u308b\u3001\u3068\u3044\u3063\u305f\u5272\u5408\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- priority \u306f\u6b21\u306e\u57fa\u6e96\u3067\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n  5 = \u898b\u8fbc\u307f\u4f1d\u7968\u6570\u304c\u591a\u304f\u3001\u56de\u53ce\u306e\u76ee\u5b89\u304c3\u304b\u6708\u4ee5\u5185\n  3 = \u3069\u3061\u3089\u304b\u304c\u5f53\u3066\u306f\u307e\u308b\n  1 = \u56de\u53ce\u306e\u76ee\u5b89\u304c12\u304b\u6708\u3092\u8d85\u3048\u308b\n  \u57fa\u6e96\u306b\u5f53\u3066\u306f\u3081\u3089\u308c\u306a\u3044\u3068\u304d\u306f3\u306b\u3057\u3001\u305d\u306e\u7406\u7531\u3092 reason \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u79fb\u52d5\u306e\u4f5c\u696d\u624b\u9806\u3001\u5b9f\u65bd\u65e5\u3001\u62c5\u5f53\u8005\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u30be\u30fc\u30f3\u3011{zone}\n\u3010\u898b\u76f4\u3057\u5bfe\u8c61\u3011{items}\n\u3010\u68da\u306e\u6761\u4ef6\u3068\u7a7a\u304d\u9593\u53e3\u3011{locations}\n\u3010\u73fe\u5834\u306e\u904b\u7528\u30e1\u30e2\u3011{notes}\n```\n\n**\u300c\u8a18\u8f09\u304c\u7121\u3051\u308c\u3070\u4e0d\u660e\u3068\u3059\u308b\u300d\u3092\u72ec\u7acb\u3057\u305f\u9805\u76ee\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u3053\u3053\u304c\u6700\u3082\u57cb\u3081\u3089\u308c\u3084\u3059\u3044\u304b\u3089\u3067\u3059\u3002** \u68da\u306e\u8010\u8377\u91cd\u304c\u7a7a\u6b04\u306e\u3068\u304d\u3001\u540c\u3058\u901a\u8def\u306e\u5225\u306e\u68da\u306e\u5024\u3092\u6301\u3063\u3066\u304f\u308b\u3001\u3068\u3044\u3046\u88dc\u3044\u65b9\u3092\u3055\u308c\u308b\u3068\u3001**\u51fa\u529b\u306f\u81ea\u7136\u306b\u898b\u3048\u308b\u306e\u306b\u73fe\u5834\u3067\u68da\u304c\u305f\u308f\u307f\u307e\u3059\u3002** \u4e0d\u660e\u306e\u307e\u307e\u8fd4\u308c\u3070\u3001\u4eba\u306f\u305d\u306e\u68da\u3092\u6e2c\u308a\u306b\u884c\u3051\u307e\u3059\u3002\n\n**\u512a\u5148\u5ea6\u306e\u5b9a\u7fa9\u3092\u6307\u793a\u6587\u306b\u66f8\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u30b9\u30ad\u30fc\u30de\u3060\u3051\u3067\u306f\u8db3\u308a\u306a\u3044\u304b\u3089\u3067\u3059\u3002** `minimum` \u3068 `maximum` \u306f1\u304b\u30895\u306e\u5916\u3092\u9632\u304e\u307e\u3059\u304c\u3001**\u5168\u4ef6\u304c5\u306b\u306a\u308b\u3053\u3068\u306f\u9632\u3052\u307e\u305b\u3093\u3002** \u4f55\u30925\u3068\u3059\u308b\u304b\u306f\u3001\u3053\u306e\u6587\u7ae0\u306e\u5074\u3067\u6c7a\u3081\u307e\u3059\u3002","output_data":"\u30ec\u30b9\u30dd\u30f3\u30b9\u5f62\u5f0f\u306b MIME \u30bf\u30a4\u30d7 `application\/json` \u3068\u3001\u6b21\u306e\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"type\": \"object\",\n  \"properties\": {\n    \"zone\": { \"type\": \"string\" },\n    \"generated_for\": { \"type\": \"string\", \"format\": \"date\" },\n    \"proposals\": {\n      \"type\": \"array\",\n      \"maxItems\": 60,\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"item_id\": { \"type\": \"string\" },\n          \"current_location\": { \"type\": \"string\" },\n          \"proposed_location\": { \"type\": [\"string\", \"null\"] },\n          \"priority\": { \"type\": \"integer\", \"minimum\": 1, \"maximum\": 5 },\n          \"reason\": { \"type\": \"string\" },\n          \"constraints_checked\": {\n            \"type\": \"object\",\n            \"properties\": {\n              \"weight\": { \"type\": \"string\", \"enum\": [\"ok\", \"ng\", \"unknown\"] },\n              \"size\": { \"type\": \"string\", \"enum\": [\"ok\", \"ng\", \"unknown\"] },\n              \"temperature\": { \"type\": \"string\", \"enum\": [\"ok\", \"ng\", \"unknown\"] },\n              \"hazardous\": { \"type\": \"string\", \"enum\": [\"ok\", \"ng\", \"unknown\"] }\n            },\n            \"required\": [\"weight\", \"size\", \"temperature\", \"hazardous\"],\n            \"additionalProperties\": false\n          },\n          \"blocked_by\": { \"type\": [\"string\", \"null\"] },\n          \"move_minutes\": { \"type\": \"number\", \"minimum\": 0, \"maximum\": 480 },\n          \"expected_gain\": { \"type\": \"number\", \"minimum\": 0 },\n          \"needs_human\": {\n            \"type\": \"object\",\n            \"properties\": {\n              \"flag\": { \"type\": \"boolean\" },\n              \"note\": { \"type\": \"string\" }\n            },\n            \"required\": [\"flag\", \"note\"],\n            \"additionalProperties\": false\n          }\n        },\n        \"required\": [\"item_id\", \"current_location\", \"proposed_location\", \"priority\",\n          \"reason\", \"constraints_checked\", \"blocked_by\", \"move_minutes\",\n          \"expected_gain\", \"needs_human\"],\n        \"additionalProperties\": false\n      }\n    }\n  },\n  \"required\": [\"zone\", \"generated_for\", \"proposals\"],\n  \"additionalProperties\": false\n}\n```\n\n**\u69cb\u9020\u5316\u3059\u308b\u7406\u7531\u306e1\u3064\u76ee\u306f\u3001\u3042\u308a\u3048\u306a\u3044\u6570\u5024\u3092\u69cb\u9020\u3067\u6b62\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u512a\u5148\u5ea6\u306b `minimum: 1` \u3068 `maximum: 5` \u3092\u3001\u79fb\u52d5\u6642\u9593\u3068\u524a\u6e1b\u8ddd\u96e2\u306b `minimum: 0` \u3092\u6307\u5b9a\u3057\u3066\u3044\u308b\u305f\u3081\u3001**0\u30849\u306e\u512a\u5148\u5ea6\u3082\u3001\u8ca0\u306e\u79fb\u52d5\u6642\u9593\u3082\u8fd4\u3063\u3066\u304d\u307e\u305b\u3093\u3002** \u5236\u7d04\u306e\u78ba\u8a8d\u7d50\u679c\u3092 `enum` \u30673\u3064\u306b\u9650\u3063\u3066\u3044\u308b\u306e\u3082\u540c\u3058\u3067\u3001**\u300c\u304a\u304a\u3080\u306d\u554f\u984c\u306a\u3057\u300d\u3068\u3044\u3046\u4e2d\u9593\u306e\u7b54\u3048\u304c\u5165\u308a\u307e\u305b\u3093\u3002**\n\n**2\u3064\u76ee\u306f\u3001`blocked_by` \u3092\u6301\u305f\u305b\u308b\u305f\u3081\u3067\u3059\u3002** \u300c\u52d5\u304b\u305b\u306a\u3044\u300d\u3082\u7b54\u3048\u3068\u3057\u3066\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002**\u7406\u7531\u304c\u8a18\u9332\u306b\u6b8b\u3089\u306a\u3051\u308c\u3070\u3001\u7fcc\u6708\u3082\u540c\u3058\u54c1\u76ee\u304c\u5019\u88dc\u306b\u4e0a\u304c\u308a\u307e\u3059\u3002** \u4fdd\u5b58\u3057\u3066\u304a\u3051\u3070\u6b21\u56de\u306e\u96c6\u8a08\u3067\u5916\u305b\u307e\u3059\u3002\u52d5\u304b\u305b\u308b\u5834\u5408\u306f `null` \u3092\u8fd4\u3059\u305f\u3081\u3001type \u3092\u914d\u5217\u3067\u66f8\u3044\u3066 null \u3092\u8a31\u3057\u3066\u3044\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001\u512a\u5148\u5ea6\u306e\u9806\u306b\u4e26\u3079\u66ff\u3048\u3066\u73fe\u5834\u306b\u6e21\u305b\u308b\u3053\u3068\u3067\u3059\u3002\u6587\u7ae0\u3067\u8fd4\u3063\u3066\u304f\u308b\u3068\u3001\u3053\u306e\u4e26\u3079\u66ff\u3048\u304c\u4eba\u306e\u4f5c\u696d\u306b\u623b\u308a\u307e\u3059\u3002**\n\n`maxItems` \u309260\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001**\u975e\u5e38\u306b\u5927\u304d\u3044\u3001\u307e\u305f\u306f\u6df1\u304f\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30b9\u30ad\u30fc\u30de\u304c\u62d2\u5426\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u305f\u3081**\u3067\u3059\u30021\u30be\u30fc\u30f3\u3042\u305f\u308a\u306e\u5bfe\u8c61\u304c\u3053\u308c\u3092\u8d85\u3048\u308b\u3068\u304d\u306f\u3001\u901a\u8def\u5358\u4f4d\u307e\u3067\u3055\u3089\u306b\u5206\u3051\u3066\u56de\u3057\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u8aad\u307f\u53d6\u308a\u5c02\u7528\u306e\u30d3\u30e5\u30fc\u307e\u305f\u306fCSV\u51fa\u529b | \u51fa\u8377\u660e\u7d30\u3001\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u5728\u5eab\u3001\u8377\u59ff\u3092\u8fd4\u3059 |\n| \u68da\u306e\u6761\u4ef6\u306eExcel | \u5217\u540d\u3092\u56fa\u5b9a\u3057\u305f\u8aad\u307f\u8fbc\u307f | \u9593\u53e3\u306e\u5bf8\u6cd5\u3001\u8010\u8377\u91cd\u3001\u6bb5\u306e\u9ad8\u3055\u3001\u6e29\u5ea6\u5e2f\u3001\u5371\u967a\u7269\u306e\u53ef\u5426 |\n| Gemini API | \u69cb\u9020\u5316\u51fa\u529b | \u30be\u30fc\u30f3\u5358\u4f4d\u3067\u5236\u7d04\u3092\u78ba\u8a8d\u3057\u3001\u914d\u7f6e\u6848\u3092JSON\u3067\u8fd4\u3059 |\n| \u914d\u7f6e\u6848\u306e\u4e00\u89a7 | \u8868\u8a08\u7b97\u307e\u305f\u306fWeb\u306e\u753b\u9762 | \u512a\u5148\u5ea6\u9806\u306b\u4e26\u3079\u3001\u62c5\u5f53\u8005\u304c\u53ef\u5426\u3092\u5165\u529b\u3059\u308b |\n| \u79fb\u52d5\u306e\u8a18\u9332 | \u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u624b\u5165\u529b | \u79fb\u52d5\u5f8c\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u30921\u4ef6\u305a\u3064\u66f4\u65b0\u3059\u308b |\n\n**\u6700\u5f8c\u306e\u884c\u3092\u81ea\u52d5\u5316\u3057\u307e\u305b\u3093\u3002** \u914d\u7f6e\u6848\u306e\u78ba\u5b9a\u3068\u540c\u6642\u306b\u30b7\u30b9\u30c6\u30e0\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u66f8\u304d\u63db\u3048\u308b\u3068\u3001**\u5b9f\u969b\u306b\u306f\u52d5\u304b\u3057\u3066\u3044\u306a\u3044\u54c1\u76ee\u304c\u3001\u52d5\u3044\u305f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**","human_review":"**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002\u78ba\u8a8d\u305b\u305a\u306b\u79fb\u52d5\u8a08\u753b\u306b\u3059\u308b\u8a2d\u8a08\u306b\u3057\u307e\u305b\u3093\u3002**\n\n1. **\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u9806\u306b\u6848\u3092\u898b\u308b** \u2026 `reason` \u306b\u6319\u3052\u3089\u308c\u305f\u6570\u5024\u3068\u3001`move_minutes`\u3001`expected_gain` \u3092\u898b\u3066\u3001**\u305d\u306e\u79fb\u52d5\u3092\u5f53\u6708\u306b\u3084\u308b\u4fa1\u5024\u304c\u3042\u308b\u304b\u3092\u5224\u65ad\u3057\u307e\u3059**\n2. **\u73fe\u5834\u306e\u4e8b\u60c5\u3092\u5f53\u3066\u308b** \u2026 \u4f5c\u696d\u5c0e\u7dda\u3001\u901a\u8def\u306e\u5e45\u3001\u53f0\u8eca\u306e\u3059\u308c\u9055\u3044\u3001\u5fdc\u63f4\u306e\u4eba\u304c\u5165\u308a\u3084\u3059\u3044\u304b\u3069\u3046\u304b\u3002**\u3053\u306e4\u3064\u306f\u30c7\u30fc\u30bf\u306b\u7121\u304f\u3001\u4eba\u306b\u3057\u304b\u5206\u304b\u308a\u307e\u305b\u3093**\n3. **`needs_human` \u304c\u771f\u306e\u6848\u3092\u5148\u306b\u898b\u308b** \u2026 \u5236\u7d04\u304c `unknown` \u306e\u54c1\u76ee\u306f\u3001**\u68da\u304b\u54c1\u76ee\u306e\u3069\u3061\u3089\u304b\u3092\u5b9f\u969b\u306b\u6e2c\u308a\u306b\u884c\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059**\n\n**2\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u4e2d\u5fc3\u306e\u4f5c\u696d\u3067\u3059\u3002** \u6a5f\u68b0\u306f\u8ddd\u96e2\u3092\u8a08\u7b97\u3057\u3001AI\u306f\u5bf8\u6cd5\u3068\u6e29\u5ea6\u5e2f\u3092\u7167\u5408\u3057\u307e\u3059\u304c\u3001**\u300c\u305d\u3053\u306b\u7f6e\u304f\u3068\u53f0\u8eca\u304c\u6b62\u307e\u308b\u300d\u306f\u56f3\u9762\u306b\u3082\u5b9f\u7e3e\u306b\u3082\u51fa\u3066\u304d\u307e\u305b\u3093\u3002** \u305d\u3053\u306b\u62c5\u5f53\u8005\u306e\u6642\u9593\u3092\u4f7f\u3046\u306e\u304c\u306d\u3089\u3044\u3067\u3059\u3002\n\n**\u78ba\u8a8d\u306e\u76ee\u6a19\u306f1\u4ef63\u5206\u3067\u3059\u3002** \u305d\u308c\u4ee5\u4e0a\u304b\u304b\u308b\u306a\u3089\u3001`reason` \u306b\u6570\u5024\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u304b\u3001`unknown` \u304c\u591a\u3059\u304e\u307e\u3059\u3002**`unknown` \u304c\u591a\u3044\u5834\u5408\u306b\u76f4\u3059\u306e\u306f\u3001\u6307\u793a\u6587\u3067\u306f\u306a\u304f\u68da\u306e\u6761\u4ef6\u306e\u8868\u306e\u307b\u3046\u3067\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u68da\u306e\u6761\u4ef6\u304c\u7a7a\u6b04 | `unknown` \u3092\u8fd4\u3055\u305b\u3001`needs_human` \u3092\u771f\u306b\u3059\u308b\u3002**\u63a8\u6e2c\u3067\u57cb\u3081\u3055\u305b\u306a\u3044** |\n| \u7a7a\u3044\u3066\u3044\u308b\u9593\u53e3\u304c\u7121\u3044 | \u914d\u7f6e\u6848\u3092\u51fa\u3055\u305a\u3001`blocked_by` \u306b\u300c\u7a7a\u304d\u9593\u53e3\u306a\u3057\u300d\u3068\u66f8\u304f\u3002**\u65e2\u306b\u5165\u3063\u3066\u3044\u308b\u54c1\u76ee\u3092\u52dd\u624b\u306b\u62bc\u3057\u51fa\u3055\u305b\u306a\u3044** |\n| \u30b9\u30ad\u30fc\u30de\u304c\u62d2\u5426\u3055\u308c\u308b | \u30be\u30fc\u30f3\u3092\u901a\u8def\u5358\u4f4d\u307e\u3067\u3055\u3089\u306b\u5206\u3051\u3066\u518d\u5b9f\u884c\u3059\u308b |\n| \u6e21\u3057\u305f\u5024\u3068\u9055\u3046\u6570\u5024\u304c\u8fd4\u308b | `move_minutes` \u3068 `expected_gain` \u3092\u5165\u529b\u3068\u7a81\u304d\u5408\u308f\u305b\u3001**\u4e00\u81f4\u3057\u306a\u3044\u6848\u306f\u81ea\u52d5\u3067\u5dee\u3057\u623b\u3059** |\n| \u540c\u3058\u54c1\u76ee\u304c\u6bce\u6708\u3075\u3055\u304c\u308c\u3066\u4e0a\u304c\u308b | `blocked_by` \u3092\u4fdd\u5b58\u3057\u3001**\u540c\u3058\u7406\u7531\u30673\u56de\u7d9a\u3044\u305f\u3089\u5019\u88dc\u304b\u3089\u5916\u3059** |\n| \u79fb\u52d5\u304c\u9014\u4e2d\u3067\u6b62\u307e\u3063\u305f | \u672a\u5b8c\u4e86\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4e00\u89a7\u306b\u6b8b\u3059\u3002**\u6b21\u56de\u306e\u96c6\u8a08\u306f\u79fb\u52d5\u524d\u306e\u4f4d\u7f6e\u3067\u884c\u3046** |\n\n**4\u884c\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6e21\u3057\u305f\u6570\u5024\u304c\u66f8\u304d\u63db\u308f\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u305d\u306e\u307e\u307e\u73fe\u5834\u306b\u51fa\u308b\u3068\u300cAI\u306e\u51fa\u3057\u305f\u6570\u5b57\u306f\u5f53\u3066\u306b\u306a\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u8a55\u4fa1\u304c\u5b9a\u7740\u3057\u307e\u3059\u3002**","log_storage":"- \u96c6\u8a08\u306b\u4f7f\u3063\u305f\u671f\u9593\u3001\u884c\u6570\u3001\u54c1\u76ee\u6570\u3001\u30be\u30fc\u30f3\u3054\u3068\u306e\u5bfe\u8c61\u4ef6\u6570\n- \u54c1\u76ee\u3054\u3068\u306e\u8a08\u7b97\u7d50\u679c\uff08\u51fa\u8377\u983b\u5ea6\u3001\u540c\u6642\u51fa\u8377\u306e\u7d44\u307f\u5408\u308f\u305b\u3001\u5f80\u5fa9\u8ddd\u96e2\u3001\u79fb\u52d5\u306e\u898b\u7a4d\u3082\u308a\u6642\u9593\u3001\u56de\u53ce\u306e\u76ee\u5b89\uff09\n- AI\u3078\u6e21\u3057\u305f\u5165\u529b\u3068\u3001\u8fd4\u3063\u3066\u304d\u305fJSON\u306e\u5168\u6587\n- **\u62c5\u5f53\u8005\u304c\u898b\u9001\u3063\u305f\u6848\u3068\u3001\u305d\u306e\u7406\u7531**\uff08\u3068\u304f\u306b\u73fe\u5834\u306e\u4e8b\u60c5\u306b\u3088\u308b\u3082\u306e\uff09\n- \u5b9f\u969b\u306b\u79fb\u52d5\u3057\u305f\u54c1\u76ee\u3001\u79fb\u52d5\u65e5\u3001\u79fb\u52d5\u524d\u5f8c\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\n- **\u79fb\u52d5\u5f8c3\u304b\u6708\u306e\u3001\u305d\u306e\u54c1\u76ee\u306e\u51fa\u8377\u4f1d\u7968\u6570\u3068\u5f80\u5fa9\u8ddd\u96e2**\n\n**4\u3064\u76ee\u30686\u3064\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3092\u80b2\u3066\u308b\u6750\u6599\u3067\u3059\u3002** \u898b\u9001\u308a\u306e\u7406\u7531\u304c\u540c\u3058\u8a00\u8449\u3067\u4f55\u5ea6\u3082\u51fa\u3066\u304f\u308b\u306a\u3089\u3001\u305d\u308c\u306f\u5236\u7d04\u3068\u3057\u3066\u8868\u306b\u5165\u308c\u308b\u3079\u304d\u3082\u306e\u3067\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u5c0f","cost_level_label":"SaaS\u8ffd\u52a0","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":200,"assumption_workdays":20,"volume_month":200,"before_minutes_per_case":9,"after_minutes_per_case":3,"hourly_cost":3500,"before_hours_month":30,"after_hours_month":10,"saved_hours_month":20,"reduction_rate":67,"saved_hours_year":240,"annual_cost_effect":840000,"summary":"\u5009\u5eab\u306e\u3069\u306e\u68da\u306b\u4f55\u3092\u7f6e\u304f\u304b\u306e\u898b\u76f4\u3057\u3092\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002\u76f4\u8fd112\u304b\u6708\u306e\u51fa\u8377\u5b9f\u7e3e\u3068\u68da\u306e\u6761\u4ef6\u3092\u6e21\u3059\u3068\u3001\u51fa\u8377\u304c\u591a\u3044\u54c1\u76ee\u3092\u624b\u524d\u3078\u3001\u4e00\u7dd2\u306b\u51fa\u308b\u54c1\u76ee\u3092\u8fd1\u304f\u3078\u52d5\u304b\u3059\u914d\u7f6e\u6848\u304c\u3001\u79fb\u52d5\u306e\u624b\u9593\u3068\u52b9\u679c\u3092\u6dfb\u3048\u3066\u51fa\u307e\u3059\u3002\u96c6\u8a08\u3068\u53ef\u5426\u306e\u5224\u65ad\u306e\u6642\u9593\u304c\u6e1b\u308a\u307e\u3059\u3002","before_flow":"1. \u6708\u521d\u306b\u3001\u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u524d\u6708\u306e\u51fa\u8377\u5b9f\u7e3e\u3092CSV\u3067\u66f8\u304d\u51fa\u3059\n2. Excel\u3067\u54c1\u76ee\u3054\u3068\u306e\u51fa\u8377\u4ef6\u6570\u3068\u51fa\u8377\u6570\u91cf\u3092\u96c6\u8a08\u3057\u3001\u591a\u3044\u9806\u306b\u4e26\u3079\u308b\n3. \u524d\u6708\u3068\u533a\u5206\u304c\u5909\u308f\u3063\u305f\u54c1\u76ee\u3092\u62fe\u3044\u3001\u898b\u76f4\u3057\u306e\u5bfe\u8c61\u4e00\u89a7\u3092\u4f5c\u308b\n4. \u5bfe\u8c61\u306e\u54c1\u76ee\u306b\u3064\u3044\u3066\u3001\u73fe\u5728\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\uff08\u901a\u8def\u30fb\u9593\u53e3\u30fb\u6bb5\uff09\u3092\u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u30671\u4ef6\u305a\u3064\u958b\u3044\u3066\u78ba\u8a8d\u3059\u308b\n5. \u68da\u306e\u5bf8\u6cd5\u3068\u8010\u8377\u91cd\u3092\u5225\u306eExcel\u3067\u78ba\u8a8d\u3057\u3001\u5019\u88dc\u306e\u9593\u53e3\u306b\u5165\u308b\u304b\u3092\u898b\u308b\n6. \u6e29\u5ea6\u5e2f\u30fb\u5371\u967a\u7269\u30fb\u901a\u8def\u3092\u3075\u3055\u3050\u304b\u3069\u3046\u304b\u3092\u3001\u62c5\u5f53\u8005\u306e\u8a18\u61b6\u3068\u7d19\u306e\u4e00\u89a7\u3067\u78ba\u304b\u3081\u308b\n7. \u52d5\u304b\u3059\u5019\u88dc\u3092\u73fe\u5834\u306e\u30ea\u30fc\u30c0\u30fc\u306b\u53e3\u982d\u3067\u76f8\u8ac7\u3057\u3001\u4e86\u89e3\u304c\u53d6\u308c\u305f\u3082\u306e\u3060\u3051\u79fb\u52d5\u6307\u793a\u306e\u7d19\u306b\u66f8\u304f\n8. \u79fb\u52d5\u5f8c\u306b\u68da\u672d\u3092\u5f35\u308a\u66ff\u3048\u3001\u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u66f4\u65b0\u3059\u308b\n\n**\uff08a\uff09\u96c6\u8a08\u305d\u306e\u3082\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** 2\u304b\u30893\u306f\u6bce\u6708\u540c\u3058\u624b\u9806\u306e\u7e70\u308a\u8fd4\u3057\u3067\u3059\u304c\u3001**\u51fa\u8377\u5b9f\u7e3e\u306f\u660e\u7d30\u884c\u3067\u6570\u5341\u4e07\u884c**\u3042\u308a\u3001Excel\u3067\u958b\u3044\u3066\u96c6\u8a08\u3059\u308b\u3060\u3051\u3067\u5348\u524d\u4e2d\u304c\u7d42\u308f\u308a\u307e\u3059\u3002\u5224\u65ad\u306f\u4f55\u3082\u3057\u3066\u3044\u307e\u305b\u3093\u3002\n\n**\uff08b\uff09\u4e00\u7dd2\u306b\u51fa\u308b\u54c1\u76ee\u3092\u6570\u3048\u3089\u308c\u3066\u3044\u306a\u3044\u3002** \u300c\u3053\u306e2\u3064\u306f\u3044\u3064\u3082\u540c\u3058\u6ce8\u6587\u3067\u51fa\u308b\u300d\u3068\u3044\u3046\u611f\u899a\u306f\u3042\u308a\u307e\u3059\u304c\u3001**\u6570\u3048\u308b\u306b\u306f\u51fa\u8377\u660e\u7d30\u3092\u4f1d\u7968\u5358\u4f4d\u3067\u898b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002** \u54c1\u76ee\u3054\u3068\u306b\u5408\u8a08\u3057\u305fExcel\u306e\u8868\u304b\u3089\u306f\u3001\u3069\u306e\u54c1\u76ee\u3068\u3069\u306e\u54c1\u76ee\u304c\u540c\u3058\u4f1d\u7968\u306b\u4e26\u3093\u3060\u306e\u304b\u304c**\u539f\u7406\u7684\u306b\u51fa\u3066\u304d\u307e\u305b\u3093\u3002** \u305d\u306e\u305f\u3081\u8fd1\u304f\u306b\u7f6e\u304f\u5224\u65ad\u306f\u3001\u30d9\u30c6\u30e9\u30f3\u306e\u8a18\u61b6\u3060\u3051\u304c\u983c\u308a\u3067\u3059\u3002\n\n**\uff08c\uff09\u5236\u7d04\u306e\u78ba\u8a8d\u304c\u4eba\u306b\u4ed8\u3044\u3066\u3044\u308b\u3002** \u8010\u8377\u91cd\u3082\u6e29\u5ea6\u5e2f\u3082\u3001**\u8868\u3068\u3057\u3066\u305d\u308d\u3063\u3066\u3044\u308b\u306e\u306f\u5bf8\u6cd5\u3060\u3051**\u3067\u3001\u6b8b\u308a\u306f\u300c\u3053\u306e\u54c1\u76ee\u306f\u51b7\u8535\u300d\u300c\u3053\u306e\u68da\u306f\u4e0a\u306b\u91cd\u3044\u3082\u306e\u3092\u8f09\u305b\u306a\u3044\u300d\u3068\u3044\u3046\u7533\u3057\u9001\u308a\u3067\u3059\u3002**\u305d\u306e\u7533\u3057\u9001\u308a\u3092\u77e5\u3063\u3066\u3044\u308b\u4eba\u304c\u4f11\u3080\u3068\u3001\u898b\u76f4\u3057\u306f\u305d\u306e\u65e5\u306b\u6b62\u307e\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u79fb\u52d5\u306e\u624b\u9593\u3068\u52b9\u679c\u304c\u4e26\u3093\u3067\u3044\u306a\u3044\u306e\u3067\u3001\u5f8c\u56de\u3057\u306b\u306a\u308b\u3002** \u300c\u3053\u306e\u54c1\u76ee\u3092\u624b\u524d\u306b\u300d\u3068\u3044\u3046\u63d0\u6848\u3060\u3051\u3092\u6301\u3063\u3066\u3044\u304f\u3068\u3001\u73fe\u5834\u304b\u3089\u306f\u300c\u4eca\u305d\u308c\u3092\u3084\u308b\u4fa1\u5024\u304c\u3042\u308b\u306e\u304b\u300d\u3068\u8fd4\u308a\u307e\u3059\u3002**\u6708\u306b2\u56de\u3057\u304b\u51fa\u306a\u3044\u54c1\u76ee\u3092\u624b\u524d\u306b\u52d5\u304b\u3059\u63d0\u6848**\u304c\u6df7\u3058\u3063\u3066\u3044\u308c\u3070\u3001\u4e00\u89a7\u305d\u306e\u3082\u306e\u304c\u4fe1\u7528\u3055\u308c\u306a\u304f\u306a\u308a\u307e\u3059\u3002","before_flow_steps":["\u6708\u521d\u306b\u3001\u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u524d\u6708\u306e\u51fa\u8377\u5b9f\u7e3e\u3092CSV\u3067\u66f8\u304d\u51fa\u3059","Excel\u3067\u54c1\u76ee\u3054\u3068\u306e\u51fa\u8377\u4ef6\u6570\u3068\u51fa\u8377\u6570\u91cf\u3092\u96c6\u8a08\u3057\u3001\u591a\u3044\u9806\u306b\u4e26\u3079\u308b","\u524d\u6708\u3068\u533a\u5206\u304c\u5909\u308f\u3063\u305f\u54c1\u76ee\u3092\u62fe\u3044\u3001\u898b\u76f4\u3057\u306e\u5bfe\u8c61\u4e00\u89a7\u3092\u4f5c\u308b","\u5bfe\u8c61\u306e\u54c1\u76ee\u306b\u3064\u3044\u3066\u3001\u73fe\u5728\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\uff08\u901a\u8def\u30fb\u9593\u53e3\u30fb\u6bb5\uff09\u3092\u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u30671\u4ef6\u305a\u3064\u958b\u3044\u3066\u78ba\u8a8d\u3059\u308b","\u68da\u306e\u5bf8\u6cd5\u3068\u8010\u8377\u91cd\u3092\u5225\u306eExcel\u3067\u78ba\u8a8d\u3057\u3001\u5019\u88dc\u306e\u9593\u53e3\u306b\u5165\u308b\u304b\u3092\u898b\u308b","\u6e29\u5ea6\u5e2f\u30fb\u5371\u967a\u7269\u30fb\u901a\u8def\u3092\u3075\u3055\u3050\u304b\u3069\u3046\u304b\u3092\u3001\u62c5\u5f53\u8005\u306e\u8a18\u61b6\u3068\u7d19\u306e\u4e00\u89a7\u3067\u78ba\u304b\u3081\u308b","\u52d5\u304b\u3059\u5019\u88dc\u3092\u73fe\u5834\u306e\u30ea\u30fc\u30c0\u30fc\u306b\u53e3\u982d\u3067\u76f8\u8ac7\u3057\u3001\u4e86\u89e3\u304c\u53d6\u308c\u305f\u3082\u306e\u3060\u3051\u79fb\u52d5\u6307\u793a\u306e\u7d19\u306b\u66f8\u304f","\u79fb\u52d5\u5f8c\u306b\u68da\u672d\u3092\u5f35\u308a\u66ff\u3048\u3001\u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u66f4\u65b0\u3059\u308b"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u6bce\u67081\u65e5\u306e\u672a\u660e\u306b\u3001\u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u76f4\u8fd124\u304b\u6708\u306e\u51fa\u8377\u660e\u7d30\u30fb\u73fe\u5728\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u30fb\u5728\u5eab\u3092\u53d6\u5f97\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u54c1\u76ee\u3054\u3068\u306e\u51fa\u8377\u4f1d\u7968\u6570\u3068\u6570\u91cf\u3001\u540c\u3058\u4f1d\u7968\u306b\u4e26\u3093\u3060\u7d44\u307f\u5408\u308f\u305b\u306e\u56de\u6570\u3092\u96c6\u8a08\u3059\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u76f4\u8fd112\u304b\u6708\u3068\u76f4\u8fd13\u304b\u6708\u3001\u524d\u5e74\u306e\u540c\u3058\u6642\u671f\u3092\u6bd4\u3079\u3001**\u6b21\u306e3\u304b\u6708\u3067\u4e0a\u304c\u3063\u3066\u304f\u308b\u54c1\u76ee\u3068\u843d\u3061\u3066\u304f\u308b\u54c1\u76ee\u3092\u533a\u5225\u3059\u308b**\n4. **\u3010\u81ea\u52d5\u3011** 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\u79fb\u52d5\u4f5c\u696d\u306f\u30be\u30fc\u30f3\u3054\u3068\u306b\u307e\u3068\u3081\u305f\u307b\u3046\u304c\u5c11\u306a\u3044\u6b69\u6570\u3067\u7d42\u308f\u308b\u304b\u3089\u3067\u3059\u3002\n\n**7\u756a\u76ee\u30688\u756a\u76ee\u3092\u81ea\u52d5\u5316\u3057\u306a\u3044\u3053\u3068\u304c\u3001\u3082\u3046\u4e00\u3064\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u914d\u7f6e\u6848\u306f\u6848\u3067\u3042\u308a\u3001**\u52d5\u304b\u3059\u306e\u306f\u4eba\u3067\u3059\u3002** \u3068\u304f\u306b\u4f5c\u696d\u5c0e\u7dda\u306f\u56f3\u9762\u306b\u51fa\u3066\u304d\u307e\u305b\u3093\u3002\u300c\u305d\u3053\u306b\u7f6e\u304f\u3068\u53f0\u8eca\u304c\u3059\u308c\u9055\u3048\u306a\u3044\u300d\u306f\u3001\u305d\u306e\u5834\u3067\u4f5c\u696d\u3057\u3066\u3044\u308b\u4eba\u3057\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** 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\u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u76f4\u8fd124\u304b\u6708\u306e\u51fa\u8377\u660e\u7d30\u30fb\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u30fb\u5728\u5eab\u3092\u53d6\u5f97\n   \u251c\u2500\u2500\u25b6 \u54c1\u76ee\u3054\u3068\u306e\u51fa\u8377\u983b\u5ea6\u3068\u6570\u91cf\u3092\u96c6\u8a08\n   \u251c\u2500\u2500\u25b6 \u540c\u6642\u306b\u51fa\u8377\u3055\u308c\u308b\u7d44\u307f\u5408\u308f\u305b\u3092\u4f1d\u7968\u5358\u4f4d\u3067\u6570\u3048\u308b\n   \u251c\u2500\u2500\u25b6 \u73fe\u5728\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u68da\u306e\u6761\u4ef6\uff08\u91cd\u91cf\u30fb\u5bf8\u6cd5\u30fb\u6e29\u5ea6\u5e2f\uff09\u3092\u53d6\u5f97\n   \u251c\u2500\u2500\u25b6 \u52d5\u304b\u3059\u5019\u88dc\u3092\u7d5e\u308b\uff08\u533a\u5206\u304c\u5909\u308f\u3063\u305f\u54c1\u76ee\u3060\u3051\uff09\n   \u2514\u2500\u2500\u25b6 \u79fb\u52d5\u306e\u624b\u9593\u3068\u52b9\u679c\u3092\u898b\u7a4d\u3082\u308b\n   \u25bc  \u30be\u30fc\u30f3\u5358\u4f4d\u306b\u5206\u5272\u3057\u3066\u6295\u5165\nGemini\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\u2500\u2500 \u5236\u7d04\u3092\u78ba\u8a8d\u3057\u3001\u914d\u7f6e\u6848\u3068\u7406\u7531\u3092JSON\u3067\u8fd4\u3059\n   \u25bc\nPython \u2500\u2500 \u6570\u5024\u306e\u7a81\u5408\uff0f\u512a\u5148\u5ea6\u306e\u4e26\u3079\u66ff\u3048\uff0f\u914d\u7f6e\u6848\u306e\u4e00\u89a7\u3092\u7d44\u3080\n   \u25bc\n\u3010\u5009\u5eab\u306e\u62c5\u5f53\u8005\u304c\u53ef\u5426\u3092\u5224\u65ad\u3011\u73fe\u5834\u306e\u4e8b\u60c5\u3092\u52a0\u5473\u3057\u3066\u5f53\u6708\u5206\u3092\u9078\u3076\n   \u25bc\n\u79fb\u52d5\u8a08\u753b \u2500\u2500\u25b6 \u79fb\u52d5\u306e\u5b9f\u65bd\uff081\u4ef6\u305a\u3064\u8a18\u9332\uff09\u2500\u2500\u25b6 \u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u66f4\u65b0\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u51e6\u7406 | Gemini\uff08Gemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff09 | Claude API\u3001OpenAI API |\n| \u96c6\u8a08 | Python | Google Apps Script |\n\n\u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u68da\u306eExcel\u306f\u3001\u3053\u306e\u8868\u306b\u306f\u542b\u3081\u307e\u305b\u3093\u3002**\u3069\u3061\u3089\u3082\u65e2\u306b\u3042\u308b\u3082\u306e\u3067\u3001\u65b0\u3057\u304f\u8db3\u3059\u306e\u306f\u96c6\u8a08\u3092\u56de\u3059\u90e8\u5206\u3068\u3001\u5236\u7d04\u306e\u78ba\u8a8d\u3092\u3055\u305b\u308b\u90e8\u5206\u306e2\u3064\u3060\u3051**\u3060\u304b\u3089\u3067\u3059\u3002\u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306f\u8aad\u307f\u53d6\u308a\u5c02\u7528\u3067\u30c7\u30fc\u30bf\u3092\u51fa\u3057\u3001**\u66f8\u304d\u623b\u3057\u306f\u884c\u3044\u307e\u305b\u3093\u3002** 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`items`\u3001`minItems`\u3001`maxItems` \u304c\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002\n\n**\u3053\u306e\u8a18\u4e8b\u306e\u8a2d\u8a08\u306e\u8981\u306f\u3001\u6570\u5024\u306b `minimum` \u3068 `maximum` \u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u512a\u5148\u5ea6\u306f1\u304b\u30895\u3001\u79fb\u52d5\u306e\u898b\u7a4d\u3082\u308a\u6642\u9593\u306f0\u4ee5\u4e0a\u3001\u3068\u3044\u3063\u305f\u7bc4\u56f2\u3092\u30b9\u30ad\u30fc\u30de\u5074\u3067\u7e1b\u308c\u3070\u3001**\u3042\u308a\u3048\u306a\u3044\u6570\u5024\u304c\u8fd4\u3063\u3066\u304f\u308b\u3053\u3068\u81ea\u4f53\u3092\u69cb\u9020\u3067\u9632\u3052\u307e\u3059\u3002** \u6587\u5b57\u5217\u5074\u306b\u306f `enum` \u304c\u3042\u308a\u3001**\u5206\u985e\u306e\u3088\u3046\u306b\u53d6\u308a\u3046\u308b\u5024\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u9805\u76ee\u306f\u3001\u5019\u88dc\u3092\u5217\u6319\u3057\u3066\u7e1b\u308c\u307e\u3059\u3002** 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\u30be\u30fc\u30f3\u306f\u901a\u8def\u306e\u307e\u3068\u307e\u308a\u3067\u3001\u5e38\u6e29\u30fb\u5b9a\u6e29\u30fb\u51b7\u8535\u306e\u533a\u753b\u3092\u307e\u305f\u304e\u307e\u305b\u3093\u3002**\u533a\u753b\u3092\u307e\u305f\u3050\u79fb\u52d5\u306f\u305d\u3082\u305d\u3082\u63d0\u6848\u306e\u5bfe\u8c61\u5916**\u306a\u306e\u3067\u3001\u6700\u521d\u304b\u3089\u5206\u3051\u3066\u304a\u3051\u3070\u3001\u3042\u308a\u3048\u306a\u3044\u6848\u304c\u51fa\u308b\u7d4c\u8def\u3092\u9589\u3058\u3089\u308c\u307e\u3059\u30021\u56de\u306e\u53d6\u5f97\u306f\u6570\u5341\u4e07\u884c\u3001AI\u3078\u306e1\u56de\u306e\u6295\u5165\u306f\u6570\u5341\u4ef6\u304c\u76ee\u5b89\u3067\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n**\u3053\u306e\u69cb\u6210\u3067\u306f\u3001\u6570\u3048\u308b\u4ed5\u4e8b\u3068AI\u306e\u4ed5\u4e8b\u3092\u5206\u3051\u307e\u3059\u3002** \u6570\u3048\u308b\u307b\u3046\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3044\u3001\u8a08\u7b97\u5f0f\u3092\u6b8b\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306f**\u672c\u8a18\u4e8b\u304c\u8a2d\u5b9a\u3059\u308b\u624b\u9806**\u3067\u3001\u533a\u5207\u308a\u306e\u5024\u3001\u6b69\u884c\u901f\u5ea6\u30011\u30d1\u30ec\u30c3\u30c8\u3042\u305f\u308a\u306e\u79fb\u52d5\u6642\u9593\u306f\u3001**\u5009\u5eab\u3054\u3068\u306b\u5b9f\u6e2c\u3057\u3066\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002**\n\n\u307e\u305a\u3001\u54c1\u76ee\u3054\u3068\u306b5\u3064\u306e\u5024\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002\n\n1. **\u51fa\u8377\u983b\u5ea6** \u2026 \u305d\u306e\u54c1\u76ee\u304c\u73fe\u308c\u305f\u51fa\u8377\u4f1d\u7968\u306e\u6570 \u00f7 \u5bfe\u8c61\u6708\u6570 \uff1d \u6708\u3042\u305f\u308a\u306e\u53d6\u308a\u51fa\u3057\u56de\u6570\n2. **\u51fa\u8377\u6570\u91cf** \u2026 \u5bfe\u8c61\u671f\u9593\u306e\u51fa\u8377\u6570\u91cf\u306e\u5408\u8a08 \u00f7 \u5bfe\u8c61\u6708\u6570 \uff1d \u6708\u3042\u305f\u308a\u306e\u51fa\u8377\u6570\u91cf\n3. **\u540c\u6642\u51fa\u8377\u56de\u6570** \u2026 \u54c1\u76eeA\u3068\u54c1\u76eeB\u304c**\u540c\u3058\u4f1d\u7968\u756a\u53f7\u306b\u4e26\u3093\u3060\u4f1d\u7968\u306e\u6570**\u3002\u660e\u7d30\u3092\u4f1d\u7968\u5358\u4f4d\u3067\u8d70\u67fb\u3057\u3066\u6570\u3048\u307e\u3059\n4. **\u73fe\u5728\u5730\u306e\u5f80\u5fa9\u8ddd\u96e2** \u2026 \u901a\u8def\u306e\u5165\u53e3\u3092\u8d77\u70b9\u306b\u3001\u901a\u8def\u756a\u53f7\u3068\u9593\u53e3\u756a\u53f7\u304b\u3089\u7247\u9053\u306e\u8ddd\u96e2\u3092\u6c42\u3081\u30012\u500d\u3057\u307e\u3059\n5. **\u79fb\u52d5\u306e\u898b\u7a4d\u3082\u308a\u6642\u9593** \u2026 \uff08\u79fb\u52d5\u3059\u308b\u30d1\u30ec\u30c3\u30c8\u6570 \u00d7 1\u30d1\u30ec\u30c3\u30c8\u3042\u305f\u308a\u306e\u79fb\u52d5\u6642\u9593\uff09\uff0b \u68da\u672d\u306e\u5f35\u308a\u66ff\u3048\u6642\u9593 \uff0b \u30b7\u30b9\u30c6\u30e0\u4e0a\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5909\u66f4\u306e\u6642\u9593\n\n\u6b21\u306b\u3001\u533a\u5206\u3092\u4f5c\u308a\u307e\u3059\u3002**\u76f4\u8fd112\u304b\u6708\u306e\u51fa\u8377\u4f1d\u7968\u6570\u3067\u964d\u9806\u306b\u4e26\u3079\u3001\u7d2f\u7a4d\u69cb\u6210\u6bd4\u304c70\uff05\u307e\u3067\u3092A\u300170\uff05\u304b\u308990\uff05\u307e\u3067\u3092B\u3001\u6b8b\u308a\u3092C\u3068\u3057\u307e\u3059\u3002** \u540c\u3058\u533a\u5207\u308a\u3067\u51fa\u8377\u6570\u91cf\u306e\u5074\u306e\u533a\u5206\u3082\u4f5c\u308a\u30012\u3064\u3092\u4e26\u3079\u3066\u6301\u3061\u307e\u3059\u3002\u6570\u91cf\u304c\u591a\u304f\u3066\u3082\u4f1d\u7968\u6570\u304c\u5c11\u306a\u3044\u54c1\u76ee\u306f\u3001\u53d6\u308a\u51fa\u3057\u306e\u56de\u6570\u304c\u5c11\u306a\u3044\u304b\u3089\u3067\u3059\u3002**\u624b\u524d\u30fb\u8170\u306e\u9ad8\u3055\u306b\u7f6e\u304f\u5019\u88dc\u306b\u306a\u308b\u306e\u306f\u3001\u4f1d\u7968\u6570\u306eA\u3067\u3059\u3002**\n\n\u6b21\u306b\u30013\u304b\u6708\u5148\u306e\u898b\u8fbc\u307f\u3092\u51fa\u3057\u307e\u3059\u3002\u3053\u3053\u304c\u300c\u4e88\u6e2c\u300d\u306b\u3042\u305f\u308b\u90e8\u5206\u3067\u3059\u3002\n\n- \u4f38\u3073\u7387 \uff1d \u76f4\u8fd13\u304b\u6708\u306e\u6708\u5e73\u5747\u4f1d\u7968\u6570 \u00f7 \u76f4\u8fd112\u304b\u6708\u306e\u6708\u5e73\u5747\u4f1d\u7968\u6570\n- \u5b63\u7bc0\u4fc2\u6570 \uff1d \u524d\u5e74\u306e\u540c\u30583\u304b\u6708\u306e\u6708\u5e73\u5747\u4f1d\u7968\u6570 \u00f7 \u524d\u5e7412\u304b\u6708\u306e\u6708\u5e73\u5747\u4f1d\u7968\u6570\n- \u898b\u8fbc\u307f\u4f1d\u7968\u6570 \uff1d \u76f4\u8fd13\u304b\u6708\u306e\u6708\u5e73\u5747\u4f1d\u7968\u6570 \u00d7 \u5b63\u7bc0\u4fc2\u6570\n\n**\u898b\u8fbc\u307f\u306e\u533a\u5206\u304c\u73fe\u5728\u306e\u533a\u5206\u3068\u9055\u3046\u54c1\u76ee\u3060\u3051\u304c\u3001\u898b\u76f4\u3057\u306e\u5bfe\u8c61\u306b\u4e0a\u304c\u308a\u307e\u3059\u3002** \u3053\u308c\u304c\u6708200\u4ef6\u306e\u4e2d\u8eab\u3067\u3059\u3002**\u898b\u8fbc\u307f\u306f\u914d\u7f6e\u306e\u512a\u5148\u9806\u4f4d\u3092\u6c7a\u3081\u308b\u305f\u3081\u306e\u76ee\u5b89\u3067\u3042\u308a\u3001\u6570\u5b57\u305d\u306e\u3082\u306e\u3092\u5f53\u3066\u306b\u3044\u304f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u3069\u306e\u7a0b\u5ea6\u5408\u3046\u304b\u306f\u54c1\u76ee\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\n\n\u6700\u5f8c\u306b\u3001\u52b9\u679c\u3092\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002\n\n- \u6708\u9593\u6b69\u884c\u8ddd\u96e2 \uff1d \u898b\u8fbc\u307f\u4f1d\u7968\u6570 \u00d7 \u73fe\u5728\u5730\u306e\u5f80\u5fa9\u8ddd\u96e2\n- \u524a\u6e1b\u8ddd\u96e2 \uff1d \uff08\u73fe\u5728\u5730\u306e\u5f80\u5fa9\u8ddd\u96e2 \uff0d \u63d0\u6848\u5148\u306e\u5f80\u5fa9\u8ddd\u96e2\uff09\u00d7 \u898b\u8fbc\u307f\u4f1d\u7968\u6570\n- \u56de\u53ce\u306e\u76ee\u5b89\uff08\u6708\u6570\uff09\uff1d \u79fb\u52d5\u306e\u898b\u7a4d\u3082\u308a\u6642\u9593 \u00f7\uff08\u524a\u6e1b\u8ddd\u96e2 \u00f7 \u6b69\u884c\u901f\u5ea6\uff09\n\n**\u56de\u53ce\u306e\u76ee\u5b89\u304c\u3001\uff08d\uff09\u3078\u306e\u7b54\u3048\u3067\u3059\u3002** \u6708\u306b2\u56de\u3057\u304b\u51fa\u306a\u3044\u54c1\u76ee\u3092\u624b\u524d\u306b\u52d5\u304b\u3059\u63d0\u6848\u306f\u524a\u6e1b\u8ddd\u96e2\u304c\u5c0f\u3055\u304f\u3001\u56de\u53ce\u306e\u76ee\u5b89\u304c\u4f55\u5341\u304b\u6708\u306b\u3082\u306a\u3063\u3066\u3001**\u4e00\u89a7\u306e\u4e0b\u306e\u307b\u3046\u3078\u81ea\u7136\u306b\u843d\u3061\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n| \u8ab0\u304c\u3084\u308b\u304b | \u3084\u308b\u3053\u3068 |\n|:--|:--|\n| \u6a5f\u68b0\uff08\u96c6\u8a08\uff09 | \u51fa\u8377\u983b\u5ea6\u30fb\u51fa\u8377\u6570\u91cf\u30fb\u540c\u6642\u51fa\u8377\u306e\u56de\u6570\u30fb\u73fe\u5728\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u306e\u8ddd\u96e2\u30fb\u79fb\u52d5\u306e\u898b\u7a4d\u3082\u308a\u6642\u9593 |\n| AI | \u5236\u7d04\uff08\u91cd\u91cf\u30fb\u5bf8\u6cd5\u30fb\u6e29\u5ea6\u5e2f\u30fb\u5371\u967a\u7269\uff09\u3068\u73fe\u5834\u306e\u904b\u7528\u30e1\u30e2\u3092\u8aad\u3093\u3067**\u52d5\u304b\u3057\u3066\u3088\u3044\u304b\u3092\u5224\u65ad**\u3057\u3001\u52d5\u304b\u3059\u7406\u7531\u3092\u6587\u7ae0\u306b\u3059\u308b |\n| \u4eba | \u6700\u7d42\u306e\u53ef\u5426\u3002\u3068\u304f\u306b**\u73fe\u5834\u306e\u4e8b\u60c5\uff08\u4f5c\u696d\u5c0e\u7dda\u3001\u901a\u8def\u306e\u5e45\u3001\u5fdc\u63f4\u306e\u5165\u308a\u3084\u3059\u3055\uff09**\u306f\u4eba\u304c\u898b\u308b |\n\n**AI\u306b\u6570\u3092\u6570\u3048\u3055\u305b\u307e\u305b\u3093\u3002** \u51fa\u8377\u983b\u5ea6\u3082\u8ddd\u96e2\u3082\u79fb\u52d5\u6642\u9593\u3082\u3001\u8a08\u7b97\u5f0f\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u4ee5\u4e0a\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u51fa\u305b\u307e\u3059\u3002**\u8a08\u7b97\u3055\u305b\u308b\u3068\u691c\u7b97\u304c\u3067\u304d\u306a\u304f\u306a\u308a\u3001\u6848\u306e\u4fe1\u7528\u304c\u4e00\u5ea6\u3067\u843d\u3061\u307e\u3059\u3002**\n\nAI\u306b\u3055\u305b\u308b\u306e\u306f3\u3064\u3067\u3059\u3002\u2460\u68da\u306e\u6761\u4ef6\u3068\u54c1\u76ee\u306e\u5bf8\u6cd5\u30fb\u91cd\u91cf\u30fb\u6e29\u5ea6\u5e2f\u3092\u7a81\u304d\u5408\u308f\u305b\u3001**\u5019\u88dc\u306e\u9593\u53e3\u306b\u5165\u308b\u304b\u3092\u5224\u65ad\u3059\u308b** \u2461\u6587\u7ae0\u3067\u66f8\u304b\u308c\u305f\u904b\u7528\u30e1\u30e2\u3092\u8aad\u307f\u3001**\u305d\u3053\u306b\u3042\u308b\u5236\u7d04\u3092\u62fe\u3046** \u2462**\u306a\u305c\u52d5\u304b\u3059\u306e\u304b\u3092\u3001\u6570\u5b57\u3092\u6839\u62e0\u306b\u6587\u7ae0\u306b\u3059\u308b**\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u51fa\u8377\u983b\u5ea6\u30fb\u8ddd\u96e2\u30fb\u79fb\u52d5\u6642\u9593\u306e\u8a08\u7b97 | \u6a5f\u68b0\u304c\u8a08\u7b97\u3057\u305f\u5024\u3092\u6e21\u3059\u3002**AI\u304c\u8a08\u7b97\u3059\u308b\u3068\u691c\u7b97\u3067\u304d\u306a\u3044** |\n| \u68da\u306e\u6761\u4ef6\u306e\u63a8\u6e2c | \u8a18\u8f09\u304c\u7121\u3044\u9805\u76ee\u306f**\u300c\u4e0d\u660e\u300d\u3068\u66f8\u304b\u305b\u308b\u3002** \u57cb\u3081\u3055\u305b\u306a\u3044 |\n| \u79fb\u52d5\u306e\u5b9f\u884c\u3068\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u66f4\u65b0 | \u6848\u306f\u6848\u3002**\u52d5\u304b\u3059\u306e\u306f\u4eba** |\n| \u53d6\u5f15\u5148\u3092\u898b\u305f\u5224\u65ad | \u53d6\u5f15\u5148\u540d\u306f\u305d\u3082\u305d\u3082\u6e21\u3055\u306a\u3044\uff08\u7b2c13\u7ae0\uff09 |\n| \u7cbe\u5ea6\u306e\u4e3b\u5f35 | \u300c\u3053\u306e\u914d\u7f6e\u3067\u4f55\uff05\u77ed\u7e2e\u3067\u304d\u308b\u300d\u3068\u66f8\u304b\u305b\u306a\u3044\u3002\u51fa\u3059\u306e\u306f\u8a08\u7b97\u3057\u305f\u524a\u6e1b\u8ddd\u96e2\u3060\u3051 |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u5009\u5eab\u306e\u4fdd\u7ba1\u5834\u6240\u306e\u898b\u76f4\u3057\u3092\u652f\u63f4\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u6570\u5024\u306f\u96c6\u8a08\u6e08\u307f\u3067\u3059\u3002\u81ea\u5206\u3067\u8a08\u7b97\u3057\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u6e21\u3059\u3082\u306e\u3011\u54c1\u76ee\u30b3\u30fc\u30c9\u3001\u5bf8\u6cd5\u3001\u91cd\u91cf\u3001\u6e29\u5ea6\u5e2f\u3001\u5371\u967a\u7269\u306e\u533a\u5206\u3001\u73fe\u5728\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\n\u898b\u8fbc\u307f\u4f1d\u7968\u6570\u3001\u533a\u5206\u306e\u5909\u5316\u3001\u79fb\u52d5\u306e\u898b\u7a4d\u3082\u308a\u6642\u9593\u3001\u524a\u6e1b\u8ddd\u96e2\u3001\u540c\u3058\u30be\u30fc\u30f3\u306e\u68da\u306e\u6761\u4ef6\u3068\u7a7a\u304d\u9593\u53e3\u306e\u4e00\u89a7\u3001\n\u73fe\u5834\u306e\u904b\u7528\u30e1\u30e2\u3002\n\n\u3010\u5224\u65ad\u306e\u624b\u9806\u3011\n1. \u54c1\u76ee\u3054\u3068\u306b\u3001\u5019\u88dc\u306e\u9593\u53e3\u3092\u4e0a\u304b\u3089\u9806\u306b\u898b\u3066\u3001\n   \u5bf8\u6cd5\u30fb\u8010\u8377\u91cd\u30fb\u6e29\u5ea6\u5e2f\u30fb\u5371\u967a\u7269\u306e4\u3064\u30921\u3064\u305a\u3064\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n2. 4\u3064\u3059\u3079\u3066\u304c\u554f\u984c\u306a\u3051\u308c\u3070 proposed_location \u306b\u9593\u53e3\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n3. 1\u3064\u3067\u3082\u5408\u308f\u306a\u3044\u3068\u304d\u306f proposed_location \u3092 null \u306b\u3057\u3001\n   blocked_by \u306b\u300c\u3069\u306e\u5236\u7d04\u304c\u3001\u3069\u3046\u5408\u308f\u306a\u3044\u304b\u300d\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n4. \u904b\u7528\u30e1\u30e2\u306b\u305d\u306e\u54c1\u76ee\u3084\u68da\u3078\u306e\u8a18\u8f09\u304c\u3042\u308c\u3070\u3001\u5fc5\u305a\u8aad\u3093\u3067\u5224\u65ad\u306b\u542b\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6e21\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u8a18\u8f09\u304c\u7121\u3044\u9805\u76ee\u306f\u300c\u4e0d\u660e\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5bf8\u6cd5\u3001\u8010\u8377\u91cd\u3001\u6e29\u5ea6\u5e2f\u3001\u5371\u967a\u7269\u306e\u3044\u305a\u308c\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u54c1\u76ee\u3084\u68da\u306f\u3001\n  constraints_checked \u306e\u8a72\u5f53\u9805\u76ee\u3092 unknown \u306b\u3057\u3001\n  needs_human \u3092\u771f\u306b\u3057\u3066\u3001\u4f55\u304c\u5206\u304b\u3089\u306a\u3044\u304b\u3092 note \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5206\u304b\u3089\u306a\u3044\u5024\u3092\u3001\u4f3c\u305f\u54c1\u76ee\u3084\u8fd1\u304f\u306e\u68da\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- move_minutes \u3068 expected_gain \u306f\u3001\u6e21\u3055\u308c\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u56db\u6368\u4e94\u5165\u3082\u3001\u5358\u4f4d\u306e\u5909\u63db\u3082\u3001\u6982\u7b97\u3078\u306e\u8a00\u3044\u63db\u3048\u3082\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- reason \u306b\u306f\u3001\u306a\u305c\u52d5\u304b\u3059\u306e\u304b\u3092\u6e21\u3055\u308c\u305f\u6570\u5024\u3092\u6319\u3052\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u52b9\u7387\u304c\u4e0a\u304c\u308b\u300d\u300c\u6700\u9069\u5316\u3055\u308c\u308b\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\n  \u4f55\uff05\u77ed\u304f\u306a\u308b\u3001\u4f55\u5272\u6539\u5584\u3059\u308b\u3001\u3068\u3044\u3063\u305f\u5272\u5408\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- priority \u306f\u6b21\u306e\u57fa\u6e96\u3067\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n  5 = \u898b\u8fbc\u307f\u4f1d\u7968\u6570\u304c\u591a\u304f\u3001\u56de\u53ce\u306e\u76ee\u5b89\u304c3\u304b\u6708\u4ee5\u5185\n  3 = \u3069\u3061\u3089\u304b\u304c\u5f53\u3066\u306f\u307e\u308b\n  1 = \u56de\u53ce\u306e\u76ee\u5b89\u304c12\u304b\u6708\u3092\u8d85\u3048\u308b\n  \u57fa\u6e96\u306b\u5f53\u3066\u306f\u3081\u3089\u308c\u306a\u3044\u3068\u304d\u306f3\u306b\u3057\u3001\u305d\u306e\u7406\u7531\u3092 reason \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u79fb\u52d5\u306e\u4f5c\u696d\u624b\u9806\u3001\u5b9f\u65bd\u65e5\u3001\u62c5\u5f53\u8005\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u30be\u30fc\u30f3\u3011{zone}\n\u3010\u898b\u76f4\u3057\u5bfe\u8c61\u3011{items}\n\u3010\u68da\u306e\u6761\u4ef6\u3068\u7a7a\u304d\u9593\u53e3\u3011{locations}\n\u3010\u73fe\u5834\u306e\u904b\u7528\u30e1\u30e2\u3011{notes}\n```\n\n**\u300c\u8a18\u8f09\u304c\u7121\u3051\u308c\u3070\u4e0d\u660e\u3068\u3059\u308b\u300d\u3092\u72ec\u7acb\u3057\u305f\u9805\u76ee\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u3053\u3053\u304c\u6700\u3082\u57cb\u3081\u3089\u308c\u3084\u3059\u3044\u304b\u3089\u3067\u3059\u3002** \u68da\u306e\u8010\u8377\u91cd\u304c\u7a7a\u6b04\u306e\u3068\u304d\u3001\u540c\u3058\u901a\u8def\u306e\u5225\u306e\u68da\u306e\u5024\u3092\u6301\u3063\u3066\u304f\u308b\u3001\u3068\u3044\u3046\u88dc\u3044\u65b9\u3092\u3055\u308c\u308b\u3068\u3001**\u51fa\u529b\u306f\u81ea\u7136\u306b\u898b\u3048\u308b\u306e\u306b\u73fe\u5834\u3067\u68da\u304c\u305f\u308f\u307f\u307e\u3059\u3002** \u4e0d\u660e\u306e\u307e\u307e\u8fd4\u308c\u3070\u3001\u4eba\u306f\u305d\u306e\u68da\u3092\u6e2c\u308a\u306b\u884c\u3051\u307e\u3059\u3002\n\n**\u512a\u5148\u5ea6\u306e\u5b9a\u7fa9\u3092\u6307\u793a\u6587\u306b\u66f8\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u30b9\u30ad\u30fc\u30de\u3060\u3051\u3067\u306f\u8db3\u308a\u306a\u3044\u304b\u3089\u3067\u3059\u3002** `minimum` \u3068 `maximum` \u306f1\u304b\u30895\u306e\u5916\u3092\u9632\u304e\u307e\u3059\u304c\u3001**\u5168\u4ef6\u304c5\u306b\u306a\u308b\u3053\u3068\u306f\u9632\u3052\u307e\u305b\u3093\u3002** \u4f55\u30925\u3068\u3059\u308b\u304b\u306f\u3001\u3053\u306e\u6587\u7ae0\u306e\u5074\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n\u30ec\u30b9\u30dd\u30f3\u30b9\u5f62\u5f0f\u306b MIME \u30bf\u30a4\u30d7 `application\/json` \u3068\u3001\u6b21\u306e\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"type\": \"object\",\n  \"properties\": {\n    \"zone\": { \"type\": \"string\" },\n    \"generated_for\": { \"type\": \"string\", \"format\": \"date\" },\n    \"proposals\": {\n      \"type\": \"array\",\n      \"maxItems\": 60,\n      \"items\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"item_id\": { \"type\": \"string\" },\n          \"current_location\": { \"type\": \"string\" },\n          \"proposed_location\": { \"type\": [\"string\", \"null\"] },\n          \"priority\": { \"type\": \"integer\", \"minimum\": 1, \"maximum\": 5 },\n          \"reason\": { \"type\": \"string\" },\n          \"constraints_checked\": {\n            \"type\": \"object\",\n            \"properties\": {\n              \"weight\": { \"type\": \"string\", \"enum\": [\"ok\", \"ng\", \"unknown\"] },\n              \"size\": { \"type\": \"string\", \"enum\": [\"ok\", \"ng\", \"unknown\"] },\n              \"temperature\": { \"type\": \"string\", \"enum\": [\"ok\", \"ng\", \"unknown\"] },\n              \"hazardous\": { \"type\": \"string\", \"enum\": [\"ok\", \"ng\", \"unknown\"] }\n            },\n            \"required\": [\"weight\", \"size\", \"temperature\", \"hazardous\"],\n            \"additionalProperties\": false\n          },\n          \"blocked_by\": { \"type\": [\"string\", \"null\"] },\n          \"move_minutes\": { \"type\": \"number\", \"minimum\": 0, \"maximum\": 480 },\n          \"expected_gain\": { \"type\": \"number\", \"minimum\": 0 },\n          \"needs_human\": {\n            \"type\": \"object\",\n            \"properties\": {\n              \"flag\": { \"type\": \"boolean\" },\n              \"note\": { \"type\": \"string\" }\n            },\n            \"required\": [\"flag\", \"note\"],\n            \"additionalProperties\": false\n          }\n        },\n        \"required\": [\"item_id\", \"current_location\", \"proposed_location\", \"priority\",\n          \"reason\", \"constraints_checked\", \"blocked_by\", \"move_minutes\",\n          \"expected_gain\", \"needs_human\"],\n        \"additionalProperties\": false\n      }\n    }\n  },\n  \"required\": [\"zone\", \"generated_for\", \"proposals\"],\n  \"additionalProperties\": false\n}\n```\n\n**\u69cb\u9020\u5316\u3059\u308b\u7406\u7531\u306e1\u3064\u76ee\u306f\u3001\u3042\u308a\u3048\u306a\u3044\u6570\u5024\u3092\u69cb\u9020\u3067\u6b62\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u512a\u5148\u5ea6\u306b `minimum: 1` \u3068 `maximum: 5` \u3092\u3001\u79fb\u52d5\u6642\u9593\u3068\u524a\u6e1b\u8ddd\u96e2\u306b `minimum: 0` \u3092\u6307\u5b9a\u3057\u3066\u3044\u308b\u305f\u3081\u3001**0\u30849\u306e\u512a\u5148\u5ea6\u3082\u3001\u8ca0\u306e\u79fb\u52d5\u6642\u9593\u3082\u8fd4\u3063\u3066\u304d\u307e\u305b\u3093\u3002** \u5236\u7d04\u306e\u78ba\u8a8d\u7d50\u679c\u3092 `enum` \u30673\u3064\u306b\u9650\u3063\u3066\u3044\u308b\u306e\u3082\u540c\u3058\u3067\u3001**\u300c\u304a\u304a\u3080\u306d\u554f\u984c\u306a\u3057\u300d\u3068\u3044\u3046\u4e2d\u9593\u306e\u7b54\u3048\u304c\u5165\u308a\u307e\u305b\u3093\u3002**\n\n**2\u3064\u76ee\u306f\u3001`blocked_by` \u3092\u6301\u305f\u305b\u308b\u305f\u3081\u3067\u3059\u3002** \u300c\u52d5\u304b\u305b\u306a\u3044\u300d\u3082\u7b54\u3048\u3068\u3057\u3066\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002**\u7406\u7531\u304c\u8a18\u9332\u306b\u6b8b\u3089\u306a\u3051\u308c\u3070\u3001\u7fcc\u6708\u3082\u540c\u3058\u54c1\u76ee\u304c\u5019\u88dc\u306b\u4e0a\u304c\u308a\u307e\u3059\u3002** \u4fdd\u5b58\u3057\u3066\u304a\u3051\u3070\u6b21\u56de\u306e\u96c6\u8a08\u3067\u5916\u305b\u307e\u3059\u3002\u52d5\u304b\u305b\u308b\u5834\u5408\u306f `null` \u3092\u8fd4\u3059\u305f\u3081\u3001type \u3092\u914d\u5217\u3067\u66f8\u3044\u3066 null \u3092\u8a31\u3057\u3066\u3044\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001\u512a\u5148\u5ea6\u306e\u9806\u306b\u4e26\u3079\u66ff\u3048\u3066\u73fe\u5834\u306b\u6e21\u305b\u308b\u3053\u3068\u3067\u3059\u3002\u6587\u7ae0\u3067\u8fd4\u3063\u3066\u304f\u308b\u3068\u3001\u3053\u306e\u4e26\u3079\u66ff\u3048\u304c\u4eba\u306e\u4f5c\u696d\u306b\u623b\u308a\u307e\u3059\u3002**\n\n`maxItems` \u309260\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001**\u975e\u5e38\u306b\u5927\u304d\u3044\u3001\u307e\u305f\u306f\u6df1\u304f\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30b9\u30ad\u30fc\u30de\u304c\u62d2\u5426\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u305f\u3081**\u3067\u3059\u30021\u30be\u30fc\u30f3\u3042\u305f\u308a\u306e\u5bfe\u8c61\u304c\u3053\u308c\u3092\u8d85\u3048\u308b\u3068\u304d\u306f\u3001\u901a\u8def\u5358\u4f4d\u307e\u3067\u3055\u3089\u306b\u5206\u3051\u3066\u56de\u3057\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u8aad\u307f\u53d6\u308a\u5c02\u7528\u306e\u30d3\u30e5\u30fc\u307e\u305f\u306fCSV\u51fa\u529b | \u51fa\u8377\u660e\u7d30\u3001\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u5728\u5eab\u3001\u8377\u59ff\u3092\u8fd4\u3059 |\n| \u68da\u306e\u6761\u4ef6\u306eExcel | \u5217\u540d\u3092\u56fa\u5b9a\u3057\u305f\u8aad\u307f\u8fbc\u307f | \u9593\u53e3\u306e\u5bf8\u6cd5\u3001\u8010\u8377\u91cd\u3001\u6bb5\u306e\u9ad8\u3055\u3001\u6e29\u5ea6\u5e2f\u3001\u5371\u967a\u7269\u306e\u53ef\u5426 |\n| Gemini API | \u69cb\u9020\u5316\u51fa\u529b | \u30be\u30fc\u30f3\u5358\u4f4d\u3067\u5236\u7d04\u3092\u78ba\u8a8d\u3057\u3001\u914d\u7f6e\u6848\u3092JSON\u3067\u8fd4\u3059 |\n| \u914d\u7f6e\u6848\u306e\u4e00\u89a7 | \u8868\u8a08\u7b97\u307e\u305f\u306fWeb\u306e\u753b\u9762 | \u512a\u5148\u5ea6\u9806\u306b\u4e26\u3079\u3001\u62c5\u5f53\u8005\u304c\u53ef\u5426\u3092\u5165\u529b\u3059\u308b |\n| \u79fb\u52d5\u306e\u8a18\u9332 | \u5009\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u624b\u5165\u529b | \u79fb\u52d5\u5f8c\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u30921\u4ef6\u305a\u3064\u66f4\u65b0\u3059\u308b |\n\n**\u6700\u5f8c\u306e\u884c\u3092\u81ea\u52d5\u5316\u3057\u307e\u305b\u3093\u3002** \u914d\u7f6e\u6848\u306e\u78ba\u5b9a\u3068\u540c\u6642\u306b\u30b7\u30b9\u30c6\u30e0\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u66f8\u304d\u63db\u3048\u308b\u3068\u3001**\u5b9f\u969b\u306b\u306f\u52d5\u304b\u3057\u3066\u3044\u306a\u3044\u54c1\u76ee\u304c\u3001\u52d5\u3044\u305f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002\u78ba\u8a8d\u305b\u305a\u306b\u79fb\u52d5\u8a08\u753b\u306b\u3059\u308b\u8a2d\u8a08\u306b\u3057\u307e\u305b\u3093\u3002**\n\n1. **\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u9806\u306b\u6848\u3092\u898b\u308b** \u2026 `reason` \u306b\u6319\u3052\u3089\u308c\u305f\u6570\u5024\u3068\u3001`move_minutes`\u3001`expected_gain` \u3092\u898b\u3066\u3001**\u305d\u306e\u79fb\u52d5\u3092\u5f53\u6708\u306b\u3084\u308b\u4fa1\u5024\u304c\u3042\u308b\u304b\u3092\u5224\u65ad\u3057\u307e\u3059**\n2. **\u73fe\u5834\u306e\u4e8b\u60c5\u3092\u5f53\u3066\u308b** \u2026 \u4f5c\u696d\u5c0e\u7dda\u3001\u901a\u8def\u306e\u5e45\u3001\u53f0\u8eca\u306e\u3059\u308c\u9055\u3044\u3001\u5fdc\u63f4\u306e\u4eba\u304c\u5165\u308a\u3084\u3059\u3044\u304b\u3069\u3046\u304b\u3002**\u3053\u306e4\u3064\u306f\u30c7\u30fc\u30bf\u306b\u7121\u304f\u3001\u4eba\u306b\u3057\u304b\u5206\u304b\u308a\u307e\u305b\u3093**\n3. **`needs_human` \u304c\u771f\u306e\u6848\u3092\u5148\u306b\u898b\u308b** \u2026 \u5236\u7d04\u304c `unknown` \u306e\u54c1\u76ee\u306f\u3001**\u68da\u304b\u54c1\u76ee\u306e\u3069\u3061\u3089\u304b\u3092\u5b9f\u969b\u306b\u6e2c\u308a\u306b\u884c\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059**\n\n**2\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u4e2d\u5fc3\u306e\u4f5c\u696d\u3067\u3059\u3002** \u6a5f\u68b0\u306f\u8ddd\u96e2\u3092\u8a08\u7b97\u3057\u3001AI\u306f\u5bf8\u6cd5\u3068\u6e29\u5ea6\u5e2f\u3092\u7167\u5408\u3057\u307e\u3059\u304c\u3001**\u300c\u305d\u3053\u306b\u7f6e\u304f\u3068\u53f0\u8eca\u304c\u6b62\u307e\u308b\u300d\u306f\u56f3\u9762\u306b\u3082\u5b9f\u7e3e\u306b\u3082\u51fa\u3066\u304d\u307e\u305b\u3093\u3002** \u305d\u3053\u306b\u62c5\u5f53\u8005\u306e\u6642\u9593\u3092\u4f7f\u3046\u306e\u304c\u306d\u3089\u3044\u3067\u3059\u3002\n\n**\u78ba\u8a8d\u306e\u76ee\u6a19\u306f1\u4ef63\u5206\u3067\u3059\u3002** \u305d\u308c\u4ee5\u4e0a\u304b\u304b\u308b\u306a\u3089\u3001`reason` \u306b\u6570\u5024\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u304b\u3001`unknown` \u304c\u591a\u3059\u304e\u307e\u3059\u3002**`unknown` \u304c\u591a\u3044\u5834\u5408\u306b\u76f4\u3059\u306e\u306f\u3001\u6307\u793a\u6587\u3067\u306f\u306a\u304f\u68da\u306e\u6761\u4ef6\u306e\u8868\u306e\u307b\u3046\u3067\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u68da\u306e\u6761\u4ef6\u304c\u7a7a\u6b04 | `unknown` \u3092\u8fd4\u3055\u305b\u3001`needs_human` \u3092\u771f\u306b\u3059\u308b\u3002**\u63a8\u6e2c\u3067\u57cb\u3081\u3055\u305b\u306a\u3044** |\n| \u7a7a\u3044\u3066\u3044\u308b\u9593\u53e3\u304c\u7121\u3044 | \u914d\u7f6e\u6848\u3092\u51fa\u3055\u305a\u3001`blocked_by` \u306b\u300c\u7a7a\u304d\u9593\u53e3\u306a\u3057\u300d\u3068\u66f8\u304f\u3002**\u65e2\u306b\u5165\u3063\u3066\u3044\u308b\u54c1\u76ee\u3092\u52dd\u624b\u306b\u62bc\u3057\u51fa\u3055\u305b\u306a\u3044** |\n| \u30b9\u30ad\u30fc\u30de\u304c\u62d2\u5426\u3055\u308c\u308b | \u30be\u30fc\u30f3\u3092\u901a\u8def\u5358\u4f4d\u307e\u3067\u3055\u3089\u306b\u5206\u3051\u3066\u518d\u5b9f\u884c\u3059\u308b |\n| \u6e21\u3057\u305f\u5024\u3068\u9055\u3046\u6570\u5024\u304c\u8fd4\u308b | `move_minutes` \u3068 `expected_gain` \u3092\u5165\u529b\u3068\u7a81\u304d\u5408\u308f\u305b\u3001**\u4e00\u81f4\u3057\u306a\u3044\u6848\u306f\u81ea\u52d5\u3067\u5dee\u3057\u623b\u3059** |\n| \u540c\u3058\u54c1\u76ee\u304c\u6bce\u6708\u3075\u3055\u304c\u308c\u3066\u4e0a\u304c\u308b | `blocked_by` \u3092\u4fdd\u5b58\u3057\u3001**\u540c\u3058\u7406\u7531\u30673\u56de\u7d9a\u3044\u305f\u3089\u5019\u88dc\u304b\u3089\u5916\u3059** |\n| \u79fb\u52d5\u304c\u9014\u4e2d\u3067\u6b62\u307e\u3063\u305f | \u672a\u5b8c\u4e86\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4e00\u89a7\u306b\u6b8b\u3059\u3002**\u6b21\u56de\u306e\u96c6\u8a08\u306f\u79fb\u52d5\u524d\u306e\u4f4d\u7f6e\u3067\u884c\u3046** |\n\n**4\u884c\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6e21\u3057\u305f\u6570\u5024\u304c\u66f8\u304d\u63db\u308f\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u305d\u306e\u307e\u307e\u73fe\u5834\u306b\u51fa\u308b\u3068\u300cAI\u306e\u51fa\u3057\u305f\u6570\u5b57\u306f\u5f53\u3066\u306b\u306a\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u8a55\u4fa1\u304c\u5b9a\u7740\u3057\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u96c6\u8a08\u306b\u4f7f\u3063\u305f\u671f\u9593\u3001\u884c\u6570\u3001\u54c1\u76ee\u6570\u3001\u30be\u30fc\u30f3\u3054\u3068\u306e\u5bfe\u8c61\u4ef6\u6570\n- \u54c1\u76ee\u3054\u3068\u306e\u8a08\u7b97\u7d50\u679c\uff08\u51fa\u8377\u983b\u5ea6\u3001\u540c\u6642\u51fa\u8377\u306e\u7d44\u307f\u5408\u308f\u305b\u3001\u5f80\u5fa9\u8ddd\u96e2\u3001\u79fb\u52d5\u306e\u898b\u7a4d\u3082\u308a\u6642\u9593\u3001\u56de\u53ce\u306e\u76ee\u5b89\uff09\n- AI\u3078\u6e21\u3057\u305f\u5165\u529b\u3068\u3001\u8fd4\u3063\u3066\u304d\u305fJSON\u306e\u5168\u6587\n- **\u62c5\u5f53\u8005\u304c\u898b\u9001\u3063\u305f\u6848\u3068\u3001\u305d\u306e\u7406\u7531**\uff08\u3068\u304f\u306b\u73fe\u5834\u306e\u4e8b\u60c5\u306b\u3088\u308b\u3082\u306e\uff09\n- \u5b9f\u969b\u306b\u79fb\u52d5\u3057\u305f\u54c1\u76ee\u3001\u79fb\u52d5\u65e5\u3001\u79fb\u52d5\u524d\u5f8c\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\n- **\u79fb\u52d5\u5f8c3\u304b\u6708\u306e\u3001\u305d\u306e\u54c1\u76ee\u306e\u51fa\u8377\u4f1d\u7968\u6570\u3068\u5f80\u5fa9\u8ddd\u96e2**\n\n**4\u3064\u76ee\u30686\u3064\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3092\u80b2\u3066\u308b\u6750\u6599\u3067\u3059\u3002** \u898b\u9001\u308a\u306e\u7406\u7531\u304c\u540c\u3058\u8a00\u8449\u3067\u4f55\u5ea6\u3082\u51fa\u3066\u304f\u308b\u306a\u3089\u3001\u305d\u308c\u306f\u5236\u7d04\u3068\u3057\u3066\u8868\u306b\u5165\u308c\u308b\u3079\u304d\u3082\u306e\u3067\u3059\u3002","minimal_setup":"1. \u5009\u5eab\u306e1\u30be\u30fc\u30f3\u3092\u9078\u3076\uff08\u54c1\u76ee\u6570\u304c50\u304b\u3089100\u7a0b\u5ea6\u306e\u3068\u3053\u308d\uff09\n2. \u305d\u306e\u30be\u30fc\u30f3\u306e\u76f4\u8fd112\u304b\u6708\u306e\u51fa\u8377\u660e\u7d30\u3092\u3001\u4f1d\u7968\u756a\u53f7\u3092\u6b8b\u3057\u305f\u307e\u307eCSV\u3067\u66f8\u304d\u51fa\u3059\n3. \u8868\u8a08\u7b97\u3067\u3001\u54c1\u76ee\u3054\u3068\u306e\u51fa\u8377\u4f1d\u7968\u6570\u3068\u3001**\u540c\u3058\u4f1d\u7968\u306b\u4e26\u3093\u3060\u54c1\u76ee\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u56de\u6570**\u3092\u6570\u3048\u308b\n4. \u305d\u306e\u30be\u30fc\u30f3\u306e\u68da\u306e\u6761\u4ef6\uff08\u9593\u53e3\u306e\u5bf8\u6cd5\u3001\u8010\u8377\u91cd\u3001\u6bb5\u306e\u9ad8\u3055\u3001\u6e29\u5ea6\u5e2f\uff09\u3092\u624b\u3067\u8868\u306b\u3059\u308b\n5. \u96c6\u8a08\u7d50\u679c\u3068\u68da\u306e\u6761\u4ef6\u3092AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u4ed8\u3051\u308b\n6. \u300c\u3053\u306e\u54c1\u76ee\u3092\u3001\u3069\u306e\u9593\u53e3\u306b\u79fb\u3057\u3066\u3088\u3044\u304b\u3002\u5bf8\u6cd5\u30fb\u8010\u8377\u91cd\u30fb\u6e29\u5ea6\u5e2f\u30fb\u5371\u967a\u7269\u30921\u3064\u305a\u3064\u78ba\u304b\u3081\u3001\u5408\u308f\u306a\u3044\u3082\u306e\u306f\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u5206\u304b\u3089\u306a\u3044\u9805\u76ee\u306f\u4e0d\u660e\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n7. \u51fa\u3066\u304d\u305f\u6848\u3092\u3001\u73fe\u5834\u306e\u30ea\u30fc\u30c0\u30fc\u306b\u898b\u305b\u3066\u53cd\u5fdc\u3092\u805e\u304f\n\n**3\u756a\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u96c6\u8a08\u306f\u3001\u5fc5\u305a\u624b\u3067\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u3053\u3053\u304c\u6570\u3048\u3089\u308c\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u3053\u306e\u69cb\u6210\u304c\u6210\u7acb\u3059\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5236\u7d04\u306e\u5224\u5b9a\u304c\u5408\u3063\u3066\u304a\u308a\u3001\u73fe\u5834\u306e\u30ea\u30fc\u30c0\u30fc\u304c\u300c\u3053\u308c\u306f\u3084\u308b\u4fa1\u5024\u304c\u3042\u308b\u300d\u3068\u8a00\u3046 | **\u81ea\u52d5\u3067\u306e\u96c6\u8a08\u3068\u30be\u30fc\u30f3\u5358\u4f4d\u306e\u5b9f\u884c\u306b\u9032\u3080** |\n| \u5224\u5b9a\u306f\u5408\u3046\u304c\u300c\u4eca\u306f\u3084\u3089\u306a\u3044\u300d\u3068\u8a00\u308f\u308c\u308b | \u79fb\u52d5\u306e\u898b\u7a4d\u3082\u308a\u6642\u9593\u3068\u56de\u53ce\u306e\u76ee\u5b89\u3092\u8db3\u3059\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u300c\u4e0d\u660e\u300d\u3070\u304b\u308a\u304c\u8fd4\u308b | **\u68da\u306e\u6761\u4ef6\u306e\u6574\u5099\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u5931\u6557\u3067\u306f\u306a\u304f\u3001**\u898b\u76f4\u3057\u304c\u9032\u307e\u306a\u3044\u672c\u5f53\u306e\u7406\u7531\u304c\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**","minimal_setup_short":"1\u30be\u30fc\u30f3\u3092\u624b\u3067\u96c6\u8a08\u3057\u3066AI\u306b\u8cbc\u308a\u4ed8\u3051\u3001\u5236\u7d04\u306e\u78ba\u8a8d\u3068\u914d\u7f6e\u6848\u3092\u51fa\u3055\u305b\u308b \uff0f \u79fb\u52d5\u306e\u53ef\u5426\u306e\u5224\u65ad","semi_auto_setup":"\u4e0a\u8a18\uff0b\u51fa\u8377\u660e\u7d30\u306e\u53d6\u5f97\u3068\u96c6\u8a08\u3092\u81ea\u52d5\u5316\u3057\u3001\u30be\u30fc\u30f3\u5358\u4f4d\u3067\u6bce\u6708\u56de\u3059 \uff0f \u96c6\u8a08\u3001\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u78ba\u8a8d\u3001\u53ef\u5426\u306e\u5224\u65ad","full_setup":"\u4e0a\u8a18\uff0b\u79fb\u52d5\u306e\u5b9f\u7e3e\u30683\u304b\u6708\u5f8c\u306e\u6b69\u884c\u8ddd\u96e2\u3092\u53d6\u308a\u8fbc\u307f\u3001\u6b21\u306e\u898b\u76f4\u3057\u306b\u53cd\u6620\u3059\u308b \uff0f \u4e0a\u8a18\uff0b\u898b\u76f4\u3057\u306e\u52b9\u679c\u306e\u6e2c\u5b9a","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u30821\u4ef69\u5206\u304c7\u5206\u7a0b\u5ea6\u306b\u306f\u306a\u308a\u307e\u3059\u304c\u3001\u96c6\u8a08\u306e4\u5206\u304c\u6b8b\u308b**\u305f\u3081\u3001\u5bfe\u8c61\u3092\u5e83\u3052\u3089\u308c\u307e\u305b\u3093\u3002**\u534a\u81ea\u52d5\u5316\u30679\u5206\u304c3\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u3001200\u4ef6\u3092\u6bce\u6708\u56de\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u306e\u52b9\u679c\u304c\u3044\u3061\u3070\u3093\u5927\u304d\u304f\u3001\u672c\u8a18\u4e8b\u304c\u60f3\u5b9a\u3059\u308b\u306e\u3082\u3053\u3053\u3067\u3059\u3002** \u672c\u683c\u69cb\u6210\u3067\u306f\u5de5\u6570\u306f\u307b\u3068\u3093\u3069\u5909\u308f\u308a\u307e\u305b\u3093\u304c\u3001**\u540c\u6642\u51fa\u8377\u306e\u6570\u3048\u65b9\u304c\u59a5\u5f53\u3060\u3063\u305f\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002** \u63d0\u6848\u3069\u304a\u308a\u52d5\u304b\u3057\u305f\u306e\u306b\u8ddd\u96e2\u304c\u7e2e\u3093\u3067\u3044\u306a\u3051\u308c\u3070\u3001\u76f4\u3059\u306e\u306f\u96c6\u8a08\u306e\u524d\u63d0\u306e\u307b\u3046\u3067\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u68da\u306e\u6761\u4ef6\u304c\u305d\u308d\u308f\u305a\u300c\u4e0d\u660e\u300d\u3070\u304b\u308a\u8fd4\u308b | **\u5148\u306b\u68da\u3092\u6e2c\u308b\u3002** AI\u306e\u6307\u793a\u6587\u3092\u3044\u304f\u3089\u76f4\u3057\u3066\u3082\u5909\u308f\u3089\u306a\u3044 |\n| \u54c1\u76ee\u3054\u3068\u306b\u96c6\u8a08\u3057\u305f\u30c7\u30fc\u30bf\u3092\u6e21\u3057\u3066\u3057\u307e\u3046 | **\u4f1d\u7968\u756a\u53f7\u3092\u6b8b\u3057\u305f\u307e\u307e\u53d6\u5f97\u3059\u308b\u3002** \u96c6\u8a08\u6e08\u307f\u3067\u306f\u540c\u6642\u51fa\u8377\u304c\u6570\u3048\u3089\u308c\u306a\u3044 |\n| \u540c\u6642\u51fa\u8377\u3092\u54c1\u76ee\u5358\u4f4d\u3067\u6570\u3048\u3066\u3057\u307e\u3046 | \u540c\u3058\u4f1d\u7968\u306b\u4e26\u3093\u3060\u56de\u6570\u3092\u6570\u3048\u308b\u3002**\u540c\u3058\u65e5\u306b\u51fa\u305f\u56de\u6570\u3067\u306f\u306a\u3044** |\n| \u30b9\u30ad\u30fc\u30de\u304c\u62d2\u5426\u3055\u308c\u308b | **1\u56de\u306e\u6295\u5165\u3092\u30be\u30fc\u30f3\u5358\u4f4d\u306b\u7d5e\u308b\u3002** \u5927\u304d\u3044\u3001\u307e\u305f\u306f\u6df1\u304f\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30b9\u30ad\u30fc\u30de\u306f\u62d2\u5426\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b |\n| AI\u304c\u6570\u5024\u3092\u4f5c\u308b | \u8a08\u7b97\u306f\u6a5f\u68b0\u3067\u884c\u3044\u3001**\u6e21\u3057\u305f\u5024\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u4e00\u81f4\u3057\u306a\u3044\u6848\u3092\u5dee\u3057\u623b\u3059** |\n| \u512a\u5148\u5ea6\u304c\u5168\u4ef65\u306b\u306a\u308b | `minimum`\uff0f`maximum` \u3067\u306f\u504f\u308a\u3092\u9632\u3052\u306a\u3044\u3002**5\u306e\u6761\u4ef6\u3092\u6307\u793a\u6587\u3067\u5b9a\u7fa9\u3059\u308b** |\n| \u5b63\u7bc0\u54c1\u3092\u300c\u4f38\u3073\u3066\u3044\u308b\u300d\u3068\u8aa4\u8a8d\u3059\u308b | \u524d\u5e74\u306e\u540c\u3058\u6642\u671f\u3092\u5fc5\u305a\u898b\u308b\u3002**\u76f4\u8fd13\u304b\u6708\u3060\u3051\u3067\u5224\u65ad\u3057\u306a\u3044** |\n| \u52d5\u304b\u305b\u306a\u3044\u54c1\u76ee\u304c\u6bce\u6708\u4e0a\u304c\u3063\u3066\u304f\u308b | `blocked_by` \u3092\u4fdd\u5b58\u3057\u3001**\u540c\u3058\u7406\u7531\u304c3\u56de\u7d9a\u3044\u305f\u3089\u5019\u88dc\u304b\u3089\u5916\u3059** |\n| \u6848\u306f\u51fa\u308b\u304c\u79fb\u52d5\u304c\u5b9f\u884c\u3055\u308c\u306a\u3044 | \u79fb\u52d5\u306e\u898b\u7a4d\u3082\u308a\u6642\u9593\u3068\u56de\u53ce\u306e\u76ee\u5b89\u3092\u5fc5\u305a\u6dfb\u3048\u308b\u3002**\u624b\u9593\u306e\u898b\u3048\u306a\u3044\u6848\u306f\u63a1\u7528\u3055\u308c\u306a\u3044** |\n| \u79fb\u52d5\u3057\u305f\u306e\u306b\u30b7\u30b9\u30c6\u30e0\u3092\u66f4\u65b0\u3057\u5fd8\u308c\u308b | **\u79fb\u52d5\u30921\u4ef6\u305a\u3064\u8a18\u9332\u3059\u308b\u3002** \u307e\u3068\u3081\u3066\u66f4\u65b0\u3059\u308b\u3068\u6240\u5728\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308b |\n| \u52b9\u679c\u304c\u51fa\u305f\u306e\u304b\u5206\u304b\u3089\u306a\u3044 | \u79fb\u52d5\u5f8c3\u304b\u6708\u306e\u6b69\u884c\u8ddd\u96e2\u3092\u6e2c\u308b\u3002**\u6e2c\u3089\u306a\u3044\u3068\u96c6\u8a08\u306e\u524d\u63d0\u3092\u76f4\u305b\u306a\u3044** |\n\n**\u4e0a\u304b\u30892\u884c\u76ee\u30683\u884c\u76ee\u306f\u3001\u540c\u3058\u539f\u56e0\u304b\u3089\u51fa\u307e\u3059\u3002** \u51fa\u8377\u5b9f\u7e3e\u3092\u300c\u54c1\u76ee\u5225\u306e\u6708\u6b21\u5408\u8a08\u300d\u3068\u3057\u3066\u53d7\u3051\u53d6\u308b\u7fd2\u6163\u304c\u5f37\u3044\u305f\u3081\u3067\u3001**\u305d\u306e\u5f62\u3067\u53d7\u3051\u53d6\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306e\u534a\u5206\u306f\u6210\u7acb\u3057\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u51fa\u8377\u660e\u7d30\uff08\u4f1d\u7968\u756a\u53f7\u3001\u51fa\u8377\u65e5\u3001\u54c1\u76ee\u30b3\u30fc\u30c9\u3001\u6570\u91cf\u3001\u51fa\u8377\u5148\u30b3\u30fc\u30c9\uff09\u3001\u5728\u5eab\u3001\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u68da\u306e\u6761\u4ef6\u3002**\u3053\u306e\u3046\u3061\u51fa\u8377\u660e\u7d30\u306f\u3001\u53d6\u5f15\u5148\u3054\u3068\u306e\u8ca9\u58f2\u6570\u91cf\u304c\u5206\u304b\u308b\u30c7\u30fc\u30bf\u3067\u3059\u3002**\n\n1. **\u53d6\u5f15\u5148\u540d\u3092\u5916\u90e8AI\u306b\u6e21\u3055\u306a\u3044** \u2026 \u3053\u306e\u69cb\u6210\u3067AI\u306b\u6e21\u3059\u5fc5\u8981\u304c\u3042\u308b\u306e\u306f\u3001**\u54c1\u76ee\u30b3\u30fc\u30c9\u3068\u6570\u91cf\u3001\u305d\u3057\u3066\u68da\u306e\u6761\u4ef6\u3060\u3051**\u3067\u3059\u3002\u51fa\u8377\u5148\u30b3\u30fc\u30c9\u306f\u96c6\u8a08\u306e\u6bb5\u968e\u3067\u4f7f\u3044\u3001**AI\u3078\u306e\u5165\u529b\u304b\u3089\u306f\u843d\u3068\u3057\u307e\u3059\u3002** 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\u8010\u8377\u91cd\u306e\u8868\u304c\u8aa4\u3063\u3066\u3044\u308b\u3068\u3001\u63d0\u6848\u3069\u304a\u308a\u306b\u52d5\u304b\u3057\u305f\u7d50\u679c\u3068\u3057\u3066\u68da\u304c\u305f\u308f\u307f\u307e\u3059\u3002**\u8868\u306e\u66f4\u65b0\u65e5\u3092\u6301\u305f\u305b\u3001\u53e4\u3044\u307e\u307e\u4f7f\u308f\u306a\u3044\u904b\u7528\u306b\u3057\u3066\u304f\u3060\u3055\u3044**\n6. **\u914d\u7f6e\u6848\u306e\u6839\u62e0\u3092\u6b8b\u3059** \u2026 \u3069\u306e\u6570\u5024\u304b\u3089\u3001\u3069\u306e\u5236\u7d04\u306e\u78ba\u8a8d\u3092\u7d4c\u3066\u51fa\u305f\u6848\u304b\u3092\u8a18\u9332\u3057\u307e\u3059\u3002**\u4e8b\u6545\u304c\u8d77\u304d\u305f\u3068\u304d\u306b\u3001\u5224\u65ad\u306e\u7d4c\u8def\u3092\u305f\u3069\u308c\u308b\u5f62\u306b\u3057\u3066\u304a\u304d\u307e\u3059**\n\n**\u305d\u3057\u3066\u3001\u63d0\u6848\u3069\u304a\u308a\u306b\u52d5\u304b\u3057\u305f\u5f8c\u3001\u6b69\u884c\u8ddd\u96e2\u304c\u672c\u5f53\u306b\u7e2e\u3093\u3060\u304b\u30923\u304b\u6708\u6e2c\u3063\u3066\u304f\u3060\u3055\u3044\u3002** 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\u7e2e\u3093\u3067\u3044\u308b\u3053\u3068\u304c\u78ba\u304b\u3081\u3089\u308c\u305f\u6642\u70b9\u3067\u3001\u5bfe\u8c61\u306e\u30be\u30fc\u30f3\u3092\u5e83\u3052\u307e\u3059\u3002\n\n---","related_usecases":["UC-0063","UC-0057","UC-0173","UC-0051"],"related_articles":[{"id":2156,"slug":"data-bunseki-ai-katsuyo","title":"\u30de\u30fc\u30b1\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306bAI\u3092\u6d3b\u304b\u3059\u65b9\u6cd5\uff5c\u96c6\u8a08\u304b\u3089\u793a\u5506\u51fa\u3057\u307e\u3067\u52b9\u7387\u5316"},{"id":3208,"slug":"churn-yosoku-ai","title":"\u89e3\u7d04\u4e88\u6e2c\uff08\u30c1\u30e3\u30fc\u30f3\u5206\u6790\uff09\u306b\u751f\u6210AI\u3092\u6d3b\u304b\u3059\u65b9\u6cd5\uff5c\u96e2\u8131\u306e\u5146\u3057\u3092\u5148\u56de\u308a"},{"id":5151,"slug":"ga4-yosoku-shihyo","title":"GA4\u306e\u4e88\u6e2c\u6307\u6a19\u306f\u4f7f\u3048\u308b\u304b\uff5c\u6761\u4ef6\u3068\u4ee3\u308f\u308a\u306e\u898b\u65b9"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u69cb\u9020\u5316\u51fa\u529b\u304c\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u5f62\u5f0f\u306b MIME \u30bf\u30a4\u30d7 `application\/json` \u3068JSON\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3057\u3066\u5fdc\u7b54\u3092\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u305b\u308b\u4ed5\u7d44\u307f\u3067\u3042\u308b\u3053\u3068\u3002\u4f7f\u3048\u308b\u578b\u304c `string`\u3001`number`\u3001`integer`\u3001`boolean`\u3001`object`\u3001`array`\u3001`null` \u3067\u3042\u308a\u3001null \u3092\u8a31\u3059\u3068\u304d\u306f `{\"type\": [\"string\", \"null\"]}` \u306e\u3088\u3046\u306b type \u3092\u914d\u5217\u306b\u542b\u3081\u308b\u3053\u3068\u3002\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b `properties`\u3001`required`\u3001`additionalProperties` \u304c\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002\u6587\u5b57\u5217\u306b\u3001\u5206\u985e\u306e\u3088\u3046\u306b\u53d6\u308a\u3046\u308b\u5024\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u5834\u5408\u306e `enum` \u3068\u3001`date-time`\uff0f`date`\uff0f`time` \u306a\u3069\u306e\u69cb\u6587\u3092\u6307\u5b9a\u3059\u308b `format` \u304c\u4f7f\u3048\u308b\u3053\u3068\u3002\u6570\u5024\u306b `enum`\u3001`minimum`\u3001`maximum` \u304c\u4f7f\u3048\u308b\u3053\u3068\u3002\u914d\u5217\u306b `items`\u3001`minItems`\u3001`maxItems` \u304c\u4f7f\u3048\u308b\u3053\u3068\u3002\u3059\u3079\u3066\u306eJSON\u30b9\u30ad\u30fc\u30de\u6a5f\u80fd\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u308b\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u975e\u5e38\u306b\u5927\u304d\u3044\u3001\u307e\u305f\u306f\u6df1\u304f\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30b9\u30ad\u30fc\u30de\u306f\u62d2\u5426\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u3053\u3068 | [Gemini API: \u69cb\u9020\u5316\u51fa\u529b](https:\/\/ai.google.dev\/gemini-api\/docs\/structured-output) | 2026-09-23 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