{"id":15042,"date":"2026-10-08T21:24:38","date_gmt":"2026-10-08T12:24:38","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/cloud-unused-access-key-agent\/"},"modified":"2026-10-08T21:24:38","modified_gmt":"2026-10-08T12:24:38","slug":"cloud-unused-access-key-agent","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/cloud-unused-access-key-agent\/","title":{"rendered":"\u30af\u30e9\u30a6\u30c9\u306eIAM\u30e6\u30fc\u30b6\u30fc\u306e\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u306e\u6700\u7d42\u5229\u7528\u65e5\u3092\u6bce\u9031\u53d6\u5f97\u3057\u3001\u9577\u304f\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u30ad\u30fc\u306e\u6301\u3061\u4e3b\u306b\u78ba\u8a8d\u3092\u9001\u3063\u3066\u3001\u7121\u52b9\u5316\u306e\u5019\u88dc\u3092\u307e\u3068\u3081\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>AWS\u306e\u8a8d\u8a3c\u60c5\u5831\u30ec\u30dd\u30fc\u30c8\u3092\u6bce\u9031\u53d6\u308a\u3001\u9577\u304f\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u3092\u62fe\u3044\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6301\u3061\u4e3b\u3092\u8abf\u3079\u3066\u78ba\u8a8d\u3092\u9001\u308a\u3001\u56de\u7b54\u3068\u7167\u3089\u3057\u3066\u7121\u52b9\u5316\u306e\u5019\u88dc\u3092\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u62c5\u5f53\u8005\u306b\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1125","platform_main":"n8n","publish_date":"","last_updated":"2026-10-08","tech_verified_date":"2026-10-08","trigger":"**\u6bce\u9031\u6708\u66dc\u306e\u671d8\u6642\u306b\u3001Schedule Trigger \u3067\u52d5\u304b\u3057\u307e\u3059\u3002** Schedule Trigger \u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092\u4f7f\u3044\u3001\u7121\u3051\u308c\u3070\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092\u4f7f\u3044\u307e\u3059\u3002**\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u306e\u65e2\u5b9a\u306f America\/New York \u306a\u306e\u3067\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092 Asia\/Tokyo \u306b\u3057\u307e\u3059\u3002** \u4fdd\u5b58\u3057\u3066\u516c\u958b\u3057\u306a\u3044\u3068\u52d5\u304d\u307e\u305b\u3093\u3002\n\n**\u67081\u56de\u3067\u306f\u306a\u304f\u90311\u56de\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u78ba\u8a8d\u306e\u8ffd\u3044\u304b\u3051\u306e\u305f\u3081\u3067\u3059\u3002** \u65b0\u3057\u304f90\u65e5\u3092\u8d85\u3048\u308b\u30ad\u30fc\u306f\u6708\u306b\u6570\u5341\u672c\u3067\u3082\u3001**\u8fd4\u4e8b\u306e\u7121\u3044\u78ba\u8a8d\u30921\u9031\u9593\u3067\u62fe\u3044\u76f4\u305b\u3070\u3001\u805e\u304f\u76f8\u624b\u306e\u5909\u66f4\u304c\u6708\u3092\u307e\u305f\u304c\u305a\u306b\u6e08\u307f\u307e\u3059\u3002** \u9031\u3054\u3068\u306b\u3001\u65b0\u3057\u304f\u62fe\u3063\u305f\u30ad\u30fc\u3078\u306e\u78ba\u8a8d\u3068\u3001\u671f\u9650\u306e\u904e\u304e\u305f\u78ba\u8a8d\u306e\u50ac\u4fc3\u3092\u540c\u3058\u5b9f\u884c\u3067\u884c\u3044\u307e\u3059\u3002\n\n\u6301\u3061\u4e3b\u306e\u56de\u7b54\u306f\u3001\u78ba\u8a8d\u3092\u9001\u3063\u305f\u5225\u306e\u5b9f\u884c\u304c\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\u6708\u66dc\u306e\u5b9f\u884c\u306f\u9001\u308b\u3068\u3053\u308d\u307e\u3067\u3067\u7d42\u308f\u308a\u3001\u56de\u7b54\u306f\u5c4a\u3044\u305f\u6642\u70b9\u3067\u8a18\u9332\u306b\u66f8\u304b\u308c\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8a8d\u8a3c\u60c5\u5831\u30ec\u30dd\u30fc\u30c8 | \u30e6\u30fc\u30b6\u30fc\u540d\u3001ARN\u3001\u4f5c\u6210\u65e5\u6642\u3001\u30a2\u30af\u30bb\u30b9\u30ad\u30fc1\u30fb2\u306e\u6709\u52b9\uff0f\u7121\u52b9\u3001\u4f5c\u6210\u30fb\u66f4\u65b0\u65e5\u6642\u3001\u6700\u7d42\u5229\u7528\u65e5\u6642\u3001\u6700\u7d42\u5229\u7528\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u3068\u30b5\u30fc\u30d3\u30b9 | \u5404\u30a2\u30ab\u30a6\u30f3\u30c8\u306eIAM |\n| \u30ad\u30fc\u306e\u4e00\u89a7\u3068\u6700\u7d42\u5229\u7528 | \u30a2\u30af\u30bb\u30b9\u30ad\u30fcID\u3001\u72b6\u614b\u3001\u6700\u7d42\u5229\u7528\u65e5\u6642\uff083\u672c\u76ee\u4ee5\u964d\u3092\u6301\u3064\u30e6\u30fc\u30b6\u30fc\u3068\u3001\u7121\u52b9\u5316\u306b\u8981\u308bID\uff09 | \u5404\u30a2\u30ab\u30a6\u30f3\u30c8\u306eIAM |\n| IAM\u30e6\u30fc\u30b6\u30fc\u306e\u30bf\u30b0 | `owner`\u3001`team`\u3001`purpose` \u306a\u3069\u306e\u30ad\u30fc\u3068\u5024 | \u5404\u30a2\u30ab\u30a6\u30f3\u30c8\u306eIAM |\n| \u793e\u54e1\u540d\u7c3f | \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u6c0f\u540d\u3001\u6240\u5c5e\u3001\u4e0a\u9577\u3001\u5728\u7c4d\u306e\u72b6\u614b | \u4eba\u4e8b\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u6bce\u65e5\u66f8\u304d\u51fa\u3059\u8868 |\n| \u78ba\u8a8d\u306e\u8a18\u9332 | \u30ad\u30fc\u3054\u3068\u306b\u3001\u805e\u3044\u305f\u76f8\u624b\u3001\u9001\u3063\u305f\u65e5\u6642\u3001\u56de\u7b54\u3001\u50ac\u4fc3\u306e\u56de\u6570\u3001\u7121\u52b9\u5316\u306e\u65e5\u6642 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u30bf\u30b0\u3068\u793e\u54e1\u540d\u7c3f\u3067\u3059\u3002** \u30bf\u30b0\u304c\u7121\u3051\u308c\u3070\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30e6\u30fc\u30b6\u30fc\u540d\u3068\u4f7f\u308f\u308c\u65b9\u304b\u3089\u63a8\u3057\u91cf\u308b\u3057\u304b\u306a\u304f\u3001**\u63a8\u3057\u91cf\u3063\u305f\u6301\u3061\u4e3b\u306b\u78ba\u8a8d\u3092\u9001\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u63a8\u3057\u91cf\u308a\u3067\u9001\u3063\u305f\u78ba\u8a8d\u306f\u3001\u76f8\u624b\u306b\u300c\u5fc3\u5f53\u305f\u308a\u304c\u7121\u3044\u300d\u3068\u8fd4\u3055\u308c\u30661\u9031\u9593\u3092\u5931\u3044\u307e\u3059\u3002\n\n**\u8a8d\u8a3c\u60c5\u5831\u30ec\u30dd\u30fc\u30c8\u306b\u306f\u3001\u30a2\u30af\u30bb\u30b9\u30ad\u30fcID\u304c\u8f09\u308a\u307e\u305b\u3093\u3002** \u8f09\u308b\u306e\u306f1\u672c\u76ee\u30fb2\u672c\u76ee\u3068\u3044\u3046\u756a\u53f7\u3068\u72b6\u614b\u3060\u3051\u3067\u3059\u3002**\u7121\u52b9\u5316\u306b\u306f ID \u304c\u8981\u308b\u306e\u3067\u3001\u5019\u88dc\u306b\u306a\u3063\u305f\u30e6\u30fc\u30b6\u30fc\u306b\u3064\u3044\u3066\u5225\u306b\u30ad\u30fc\u306e\u4e00\u89a7\u3092\u53d6\u308a\u307e\u3059\u3002**","data_source":"**\u30ec\u30dd\u30fc\u30c8\u306f\u3001\u4f5c\u6210\u306e\u4f9d\u983c\u3068\u53d6\u5f97\u306e2\u56de\u306b\u5206\u3051\u3066\u547c\u3073\u307e\u3059\u3002** HTTP Request \u30ce\u30fc\u30c9\u3067\u3001IAM\u306eAPI\u306e `GenerateCredentialReport` \u3092\u547c\u3093\u3060\u3042\u3068\u3001`GetCredentialReport` \u3067\u53d6\u308a\u307e\u3059\u3002\u30ec\u30dd\u30fc\u30c8\u306f4\u6642\u9593\u306b1\u56de\u307e\u3067\u4f5c\u3089\u308c\u3001**4\u6642\u9593\u4ee5\u5185\u306b\u4f5c\u3089\u308c\u305f\u3082\u306e\u304c\u3042\u308c\u3070\u3001\u305d\u308c\u304c\u8fd4\u308a\u307e\u3059\u3002** \u90311\u56de\u306e\u5b9f\u884c\u306a\u3089\u3001\u6bce\u56de\u65b0\u3057\u3044\u30ec\u30dd\u30fc\u30c8\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u53d6\u5f97\u3057\u305f\u3068\u304d\u306b\u307e\u3060\u4f5c\u6210\u4e2d\u306a\u3089\u3001`ReportInProgress` \u304c\u8fd4\u308a\u307e\u3059\u3002** Wait \u30ce\u30fc\u30c9\u3067\u6570\u5341\u79d2\u5f85\u3063\u3066\u304b\u3089\u53d6\u308a\u76f4\u3057\u30013\u56de\u7d9a\u3051\u3070\u300c\u53d6\u5f97\u3067\u304d\u305a\u300d\u3068\u3057\u3066\u8a18\u9332\u3057\u307e\u3059\u3002\u30ec\u30dd\u30fc\u30c8\u304c\u53e4\u304f\u306a\u3063\u3066\u3044\u308c\u3070 `ReportExpired`\u3001\u7121\u3051\u308c\u3070 `ReportNotPresent` \u304c\u8fd4\u308b\u306e\u3067\u3001**\u3069\u3061\u3089\u3082\u4f5c\u6210\u306e\u4f9d\u983c\u304b\u3089\u3084\u308a\u76f4\u3057\u307e\u3059\u3002**\n\n**\u8fd4\u3063\u3066\u304f\u308b\u30ec\u30dd\u30fc\u30c8\u306f Base64 \u3067\u7b26\u53f7\u5316\u3055\u308c\u305fCSV\u3067\u3059\u3002** IAM\u306eAPI\u306e\u5fdc\u7b54\u306fXML\u306a\u306e\u3067\u3001XML \u30ce\u30fc\u30c9\u3067 JSON \u306b\u3057\u3001`Content` \u3092 Convert to File \u306e Move Base64 String to File \u3067CSV\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u3057\u3066\u3001Extract From File \u306e Extract From CSV \u3067\u884c\u306b\u5206\u3051\u307e\u3059\u3002**1\u884c\u304c1\u30e6\u30fc\u30b6\u30fc\u3067\u30012\u672c\u306e\u30ad\u30fc\u304c\u540c\u3058\u884c\u306b\u4e26\u3073\u307e\u3059\u3002** \u3053\u3053\u3067\u30ad\u30fc\u3054\u3068\u306e\u884c\u306b\u7d44\u307f\u66ff\u3048\u307e\u3059\u3002\n\n**\u30bf\u30b0\u306f `ListUserTags`\u3001\u30ad\u30fc\u306e\u4e00\u89a7\u306f `ListAccessKeys`\u3001\u6700\u7d42\u5229\u7528\u306f `GetAccessKeyLastUsed` \u3067\u53d6\u308a\u307e\u3059\u3002** \u3053\u308c\u3089\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9053\u5177\u3068\u3057\u3066\u547c\u3076\u30b5\u30d6\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u3057\u307e\u3059\u3002ListUserTags \u306f\u65e2\u5b9a\u3067100\u4ef6\u307e\u3067\u8fd4\u3057\u3001`IsTruncated` \u304c true \u306a\u3089 `Marker` \u3067\u7d9a\u304d\u3092\u53d6\u308a\u307e\u3059\u3002","preprocessing":"1. **\u30ad\u30fc\u3054\u3068\u306e\u884c\u306b\u7d44\u307f\u66ff\u3048\u308b** \u2026 \u30ec\u30dd\u30fc\u30c8\u306e1\u884c\u3092\u3001\u30a2\u30af\u30bb\u30b9\u30ad\u30fc1\u3068\u30a2\u30af\u30bb\u30b9\u30ad\u30fc2\u306e2\u884c\u306b\u5206\u3051\u307e\u3059\u3002\u72b6\u614b\u304c\u7121\u52b9\uff08`access_key_N_active` \u304c FALSE\uff09\u306e\u30ad\u30fc\u306f\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\n2. **\u65e5\u4ed8\u306e\u7a2e\u985e\u3092\u5206\u3051\u308b** \u2026 \u6700\u7d42\u5229\u7528\u65e5\u6642\u304c\u65e5\u4ed8\u306a\u3089\u300c\u6700\u5f8c\u306b\u4f7f\u308f\u308c\u305f\u65e5\u300d\u3001`N\/A` \u306a\u3089\u300c\u4e00\u5ea6\u3082\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u300d\u3068\u5206\u3051\u307e\u3059\u3002**\u4e00\u5ea6\u3082\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u30ad\u30fc\u306f\u3001\u4f5c\u6210\u65e5\u6642\u304b\u3089\u4f55\u65e5\u305f\u3063\u305f\u304b\u3067\u898b\u307e\u3059**\n3. **90\u65e5\u306e\u5224\u5b9a\u3092\u3059\u308b** \u2026 \u6700\u5f8c\u306b\u4f7f\u308f\u308c\u305f\u65e5\u3001\u307e\u305f\u306f\u4f5c\u6210\u65e5\u6642\u304b\u308990\u65e5\u3092\u8d85\u3048\u305f\u3082\u306e\u3092\u62fe\u3044\u307e\u3059\n4. **3\u672c\u76ee\u4ee5\u964d\u3092\u6301\u3064\u30e6\u30fc\u30b6\u30fc\u3092\u5206\u3051\u308b** \u2026 `additional_credentials_info` \u306b\u5024\u304c\u3042\u308b\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30ad\u30fc\u306e\u4e00\u89a7\u3092\u5225\u306b\u53d6\u308a\u3001\u3059\u3079\u3066\u306e\u30ad\u30fc\u3067\u540c\u3058\u5224\u5b9a\u3092\u3057\u307e\u3059\n5. **\u78ba\u8a8d\u306e\u8a18\u9332\u3068\u7a81\u304d\u5408\u308f\u305b\u308b** \u2026 \u30a2\u30ab\u30a6\u30f3\u30c8ID\u3001\u30e6\u30fc\u30b6\u30fc\u540d\u3001\u30ad\u30fc\u306e\u756a\u53f7\u3067\u8a18\u9332\u3092\u5f15\u304d\u3001\u65b0\u3057\u304f\u62fe\u3063\u305f\u3082\u306e\u3001\u78ba\u8a8d\u4e2d\u306e\u3082\u306e\u3001\u56de\u7b54\u6e08\u307f\u306e\u3082\u306e\u3001\u9664\u5916\u306e\u5c4a\u3051\u304c\u3042\u308b\u3082\u306e\u306b\u5206\u3051\u307e\u3059\n6. **\u9664\u5916\u3092\u5916\u3059** \u2026 \u300c\u5e741\u56de\u306e\u51e6\u7406\u3067\u4f7f\u3046\u300d\u3068\u56de\u7b54\u304c\u3042\u308a\u3001\u6b21\u306e\u78ba\u8a8d\u65e5\u3092\u8a18\u9332\u3057\u305f\u30ad\u30fc\u306f\u3001\u305d\u306e\u65e5\u307e\u3067\u6e21\u3057\u307e\u305b\u3093\n\n**2\u756a\u76ee\u3092\u7701\u304f\u3068\u3001\u4f5c\u3063\u305f\u3070\u304b\u308a\u306e\u30ad\u30fc\u307e\u3067\u62fe\u3044\u307e\u3059\u3002** \u30ec\u30dd\u30fc\u30c8\u3067\u306f\u3001\u4e00\u5ea6\u3082\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u30ad\u30fc\u306e\u6700\u7d42\u5229\u7528\u65e5\u6642\u306f `N\/A` \u306b\u306a\u308a\u307e\u3059\u3002**`N\/A` \u3092\u305d\u306e\u307e\u307e\u300c\u53e4\u3044\u300d\u3068\u6271\u3046\u3068\u3001\u5148\u9031\u4f5c\u3063\u305f\u30ad\u30fc\u306b\u78ba\u8a8d\u304c\u98db\u3073\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u30ad\u30fc\u3054\u3068\u306b\u300c\u8ab0\u306b\u805e\u304f\u304b\u300d\u3092\u6c7a\u3081\u3001\u78ba\u8a8d\u306e\u6587\u9762\u3092\u4f5c\u308a\u3001\u56de\u7b54\u304c\u6765\u305f\u3089\u7121\u52b9\u5316\u306e\u5019\u88dc\u3068\u305d\u306e\u7406\u7531\u3092\u307e\u3068\u3081\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u624b\u9806 | \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3059\u308b\u3053\u3068 | \u4f7f\u3046\u9053\u5177 |\n|:--|:--|:--|\n| 1 | IAM\u30e6\u30fc\u30b6\u30fc\u306e\u30bf\u30b0\u304b\u3089\u6301\u3061\u4e3b\u306e\u5019\u88dc\u3092\u63a2\u3059 | \u30bf\u30b0\u3092\u5f15\u304f |\n| 2 | \u5019\u88dc\u3092\u793e\u54e1\u540d\u7c3f\u3067\u5f15\u304d\u3001\u5728\u7c4d\u30fb\u6240\u5c5e\u30fb\u4e0a\u9577\u3092\u78ba\u304b\u3081\u308b | \u793e\u54e1\u540d\u7c3f\u3092\u5f15\u304f |\n| 3 | \u540c\u3058\u30e6\u30fc\u30b6\u30fc\u306e\u904e\u53bb\u306e\u78ba\u8a8d\u3068\u56de\u7b54\u3092\u78ba\u304b\u3081\u308b | \u78ba\u8a8d\u306e\u8a18\u9332\u3092\u5f15\u304f |\n| 4 | \u805e\u304f\u76f8\u624b\uff08\u672c\u4eba\uff0f\u4e0a\u9577\uff0f\u30c1\u30fc\u30e0\uff0f\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\uff09\u3092\u6c7a\u3081\u3001\u78ba\u8a8d\u306e\u6587\u9762\u3092\u4f5c\u308b | \u306a\u3057 |\n| 5 | \u56de\u7b54\u3068\u6700\u7d42\u5229\u7528\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7167\u3089\u3057\u3066\u3001\u7121\u52b9\u5316\u306e\u5019\u88dc\u3068\u7406\u7531\u3092\u307e\u3068\u3081\u308b | \u30ad\u30fc\u306e\u4e00\u89a7\u3068\u6700\u7d42\u5229\u7528\u3092\u5f15\u304f |\n| 6 | \u62c5\u5f53\u8005\u306e\u627f\u8a8d\u3092\u5f97\u3066\u3001\u7121\u52b9\u5316\u3092\u5b9f\u884c\u3059\u308b | \u30ad\u30fc\u3092\u7121\u52b9\u5316\u3059\u308b\uff08\u627f\u8a8d\u3092\u306f\u3055\u3080\uff09 |\n\n**\u624b\u98064\u306e\u805e\u304f\u76f8\u624b\u306f\u3001\u6b21\u306e\u9806\u3067\u6c7a\u3081\u3055\u305b\u307e\u3059\u3002** \u30bf\u30b0\u306e\u6301\u3061\u4e3b\u304c\u5728\u7c4d\u3057\u3066\u3044\u308c\u3070\u672c\u4eba\u3001\u9000\u8077\u30fb\u4f11\u8077\u3057\u3066\u3044\u308c\u3070\u540d\u7c3f\u306e\u4e0a\u9577\u3001\u30bf\u30b0\u304c\u7121\u304f\u30c1\u30fc\u30e0\u306e\u30bf\u30b0\u3060\u3051\u3042\u308c\u3070\u30c1\u30fc\u30e0\u306e\u30c1\u30e3\u30f3\u30cd\u30eb\u3001**\u3069\u308c\u3082\u7121\u3051\u308c\u3070\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u304c\u81ea\u5206\u3067\u8abf\u3079\u308b\uff08`investigate`\uff09**\u3002\u624b\u304c\u304b\u308a\u306e\u7121\u3044\u30ad\u30fc\u3092\u3001\u305d\u308c\u3089\u3057\u3044\u4eba\u306b\u9001\u3089\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n\n**\u624b\u98066\u306e\u7121\u52b9\u5316\u306e\u9053\u5177\u306b\u306f\u3001n8n \u306e\u4eba\u306e\u78ba\u8a8d\u3092\u306f\u3055\u307f\u307e\u3059\u3002** AI Agent \u306e\u9053\u5177\u306e\u63a5\u7d9a\u53e3\u3067 Human review \u3092\u8a2d\u5b9a\u3057\u3001\u627f\u8a8d\u306e\u7d4c\u8def\u3092 Slack \u306b\u3057\u307e\u3059\u3002**\u627f\u8a8d\u3055\u308c\u308c\u3070\u3001AI\u304c\u6307\u5b9a\u3057\u305f\u5165\u529b\u306e\u307e\u307e\u9053\u5177\u304c\u52d5\u304d\u3001\u5374\u4e0b\u3055\u308c\u308c\u3070\u52d5\u304b\u305a\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u5374\u4e0b\u304c\u4f1d\u308f\u308a\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u627f\u8a8d\u306a\u3057\u306b\u7121\u52b9\u5316\u3059\u308b | \u6b62\u3081\u305f\u77ac\u9593\u306b\u9023\u643a\u304c\u6b62\u307e\u308b\u6050\u308c\u304c\u3042\u308b |\n| \u30ad\u30fc\u306e\u524a\u9664 | \u7121\u52b9\u5316\u306a\u3089\u623b\u305b\u308b\u304c\u3001\u524a\u9664\u306f\u623b\u305b\u306a\u3044 |\n| \u6301\u3061\u4e3b\u3092\u63a8\u3057\u91cf\u3063\u3066\u672c\u4eba\u3068\u3057\u3066\u6271\u3046 | \u5916\u308c\u308b\u3068\u78ba\u8a8d\u306e1\u9031\u9593\u3092\u5931\u3046 |\n| \u56de\u7b54\u306e\u7121\u3044\u30ad\u30fc\u3092\u300c\u4e0d\u8981\u300d\u3068\u307f\u306a\u3059 | \u8fd4\u4e8b\u304c\u7121\u3044\u3053\u3068\u306f\u3001\u4f7f\u3063\u3066\u3044\u306a\u3044\u3053\u3068\u3067\u306f\u306a\u3044 |\n| \u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u3092\u6271\u3046 | \u5224\u65ad\u306b\u8981\u3089\u306a\u3044\u3002\u9053\u5177\u304b\u3089\u3082\u8fd4\u3055\u306a\u3044 |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u50ac\u4fc3\u30922\u56de\u3057\u3066\u3082\u8fd4\u4e8b\u304c\u7121\u3044\u3068\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u300c\u4e0d\u8981\u3068\u5224\u65ad\u300d\u3068\u66f8\u304d\u305f\u304c\u308a\u307e\u3059\u3002**\u8fd4\u4e8b\u304c\u7121\u3044\u30ad\u30fc\u306f\u3001\u805e\u304f\u76f8\u624b\u3092\u4e0a\u9577\u306b\u66ff\u3048\u308b\u304b\u3001\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u3078\u56de\u3059\u304b\u306e\u3069\u3061\u3089\u304b\u306b\u3055\u305b\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306fSaaS\u4f01\u696d\u306e\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u3067\u3001\u9577\u304f\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044AWS\u306e\n\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u306b\u3064\u3044\u3066\u3001\u6301\u3061\u4e3b\u3092\u63a2\u3057\u3066\u78ba\u8a8d\u3057\u3001\u7121\u52b9\u5316\u306e\u5019\u88dc\u3092\n\u307e\u3068\u3081\u308b\u62c5\u5f53\u3067\u3059\u3002\u9053\u5177\u3067\u78ba\u304b\u3081\u305f\u4e8b\u5b9f\u3060\u3051\u3067\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5165\u529b\u3011\n- \u30ad\u30fc\uff1a{account_id} \/ {user_name} \/ \u30ad\u30fc{key_no}\n- \u4f5c\u6210\u65e5\u6642\u30fb\u6700\u7d42\u5229\u7528\u65e5\u6642\u30fb\u6700\u7d42\u5229\u7528\u306e\u30b5\u30fc\u30d3\u30b9\uff1a{usage}\n- \u78ba\u8a8d\u306e\u72b6\u614b\uff1a{status}\uff08new \/ waiting \/ answered\uff09\n\n\u3010\u4f7f\u3048\u308b\u9053\u5177\u3011\n- get_user_tags\uff1a\u30a2\u30ab\u30a6\u30f3\u30c8ID\u3068\u30e6\u30fc\u30b6\u30fc\u540d\u3067\u3001\u30bf\u30b0\u3092\u8fd4\u3059\n- get_employee\uff1a\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067\u3001\u5728\u7c4d\u30fb\u6240\u5c5e\u30fb\u4e0a\u9577\u3092\u8fd4\u3059\n- get_history\uff1a\u30a2\u30ab\u30a6\u30f3\u30c8ID\u3068\u30e6\u30fc\u30b6\u30fc\u540d\u3067\u3001\u904e\u53bb\u306e\u78ba\u8a8d\u3092\u8fd4\u3059\n- get_key_usage\uff1a\u30ad\u30fcID\u306e\u4e00\u89a7\u3068\u6700\u7d42\u5229\u7528\u3092\u8fd4\u3059\n- deactivate_key\uff1a\u30ad\u30fc\u3092\u7121\u52b9\u5316\u3059\u308b\uff08\u62c5\u5f53\u8005\u306e\u627f\u8a8d\u304c\u8981\u308b\uff09\n\n\u3010\u805e\u304f\u76f8\u624b\u306e\u6c7a\u3081\u65b9\u3011\n1. owner \u30bf\u30b0\u306e\u4eba\u304c\u5728\u7c4d\u3057\u3066\u3044\u308c\u3070 owner\n2. owner \u304c\u9000\u8077\u30fb\u4f11\u8077\u306a\u3089\u3001\u540d\u7c3f\u306e\u4e0a\u9577\u3092 manager\n3. owner \u30bf\u30b0\u304c\u7121\u304f team \u30bf\u30b0\u304c\u3042\u308c\u3070 team\n4. \u3069\u308c\u3082\u7121\u3051\u308c\u3070 investigate\uff08\u9001\u3089\u306a\u3044\uff09\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u30bf\u30b0\u3084\u540d\u7c3f\u3067\u78ba\u304b\u3081\u3089\u308c\u306a\u3044\u4eba\u3092\u6301\u3061\u4e3b\u3068\u3057\u3066\u6271\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u30e6\u30fc\u30b6\u30fc\u540d\u304b\u3089\u4eba\u306e\u540d\u524d\u3092\u63a8\u3057\u91cf\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8fd4\u4e8b\u304c\u7121\u3044\u3053\u3068\u3092\u300c\u4e0d\u8981\u300d\u3068\u307f\u306a\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u50ac\u4fc3\u304c2\u56de\u3092\u8d85\u3048\u305f\u3089\u3001\u805e\u304f\u76f8\u624b\u3092\u66ff\u3048\u308b\u304b investigate \u306b\n  \u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- deactivate_key \u306f\u3001\u56de\u7b54\u304c\u300c\u6b62\u3081\u3066\u3088\u3044\u300d\u3067\u3001\u6700\u7d42\u5229\u7528\u304b\u3089\n  90\u65e5\u3092\u8d85\u3048\u3066\u3044\u308b\u30ad\u30fc\u306b\u3060\u3051\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5374\u4e0b\u3055\u308c\u305f\u3089\u3001\u7406\u7531\u3092\u8a18\u9332\u3057\u3001\u3082\u3046\u4e00\u5ea6\u547c\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30ad\u30fc\u3092\u524a\u9664\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u524a\u9664\u306e\u9053\u5177\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n- \u78ba\u8a8d\u306e\u6587\u9762\u306b\u306f\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u540d\u3001\u30e6\u30fc\u30b6\u30fc\u540d\u3001\u6700\u5f8c\u306b\u4f7f\u308f\u308c\u305f\u65e5\u3068\n  \u30b5\u30fc\u30d3\u30b9\u3001\u56de\u7b54\u306e\u671f\u9650\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u30ad\u30fcID\u306f\u672b\u5c3e4\u6587\u5b57\u3060\u3051\u3002\n- \u5206\u304b\u3089\u306a\u3044\u9805\u76ee\u306f\u300c\u4e0d\u660e\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u30e6\u30fc\u30b6\u30fc\u540d\u304b\u3089\u4eba\u306e\u540d\u524d\u3092\u63a8\u3057\u91cf\u3089\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001`tanaka-test` \u3092\u7530\u4e2d\u3055\u3093\u306e\u30ad\u30fc\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002** \u793e\u5185\u306b\u7530\u4e2d\u3055\u3093\u306f\u4f55\u4eba\u3082\u3044\u307e\u3059\u3002**\u7981\u3058\u308b\u306e\u306f\u3001\u540d\u524d\u306e\u4e00\u81f4\u3092\u6839\u62e0\u306b\u3059\u308b\u3053\u3068\u305d\u306e\u3082\u306e\u3067\u3059\u3002**\n\n**\u300c\u5374\u4e0b\u3055\u308c\u305f\u3089\u3001\u3082\u3046\u4e00\u5ea6\u547c\u3070\u306a\u3044\u300d\u3082\u660e\u8a18\u3057\u307e\u3059\u3002** \u5374\u4e0b\u3092\u53d7\u3051\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u7406\u7531\u3092\u5909\u3048\u3066\u540c\u3058\u9053\u5177\u3092\u547c\u3073\u76f4\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u62c5\u5f53\u8005\u306b\u540c\u3058\u627f\u8a8d\u304c\u4f55\u5ea6\u3082\u5c4a\u304f\u3068\u3001\u627f\u8a8d\u305d\u306e\u3082\u306e\u304c\u6d41\u3057\u898b\u306b\u306a\u308a\u307e\u3059\u3002**","output_data":"**Structured Output Parser \u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"account_id\": \"123456789012\",\n  \"user_name\": \"ci-deploy\",\n  \"key_no\": 1,\n  \"key_id_suffix\": \"7QXA\",\n  \"last_used\": \"2026-05-02\",\n  \"last_used_service\": \"s3\",\n  \"never_used\": false,\n  \"owner\": {\n    \"email\": \"\",\n    \"source\": \"tag | none\",\n    \"employment\": \"active | left | leave | unknown\"\n  },\n  \"ask_to\": \"owner | manager | team | investigate\",\n  \"ask_to_email\": \"\",\n  \"message_draft\": \"\",\n  \"answer\": \"stop_ok | still_used | no_answer | not_asked\",\n  \"proposal\": \"deactivate | keep | ask_again | investigate\",\n  \"reason\": \"\",\n  \"needs_human\": false\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`ask_to` \u3068 `owner.source` \u3067\u3001\u9001\u308b\u524d\u306b\u6839\u62e0\u304c\u5206\u304b\u308b\u3053\u3068\u3067\u3059\u3002** \u30bf\u30b0\u304b\u3089\u6c7a\u3081\u305f\u306e\u304b\u3001\u624b\u304c\u304b\u308a\u304c\u7121\u304b\u3063\u305f\u306e\u304b\u304c\u9805\u76ee\u306b\u51fa\u308b\u306e\u3067\u3001**`investigate` \u306e\u3082\u306e\u3060\u3051\u3092\u62c5\u5f53\u8005\u304c\u5148\u306b\u7247\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`answer` \u3068 `proposal` \u3092\u5206\u3051\u3066\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u56de\u7b54\u306f\u6301\u3061\u4e3b\u306e\u8a00\u8449\u3001\u63d0\u6848\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5224\u65ad\u3067\u3059\u3002**\u300c\u6b62\u3081\u3066\u3088\u3044\u300d\u3068\u8fd4\u3063\u3066\u304d\u3066\u3082\u3001\u5148\u9031\u4f7f\u308f\u308c\u3066\u3044\u308c\u3070 `ask_again` \u306b\u3059\u308b**\u3001\u3068\u3044\u3063\u305f\u98df\u3044\u9055\u3044\u304c\u4e00\u89a7\u3067\u898b\u3048\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001\u30ad\u30fcID\u3092\u672b\u5c3e4\u6587\u5b57\u3060\u3051\u306b\u3057\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002** \u7121\u52b9\u5316\u306e\u9053\u5177\u306f\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5074\u3067\u8a18\u9332\u304b\u3089\u5b8c\u5168\u306aID\u3092\u5f15\u3044\u3066\u6e21\u3057\u307e\u3059\u3002**Slack\u306e\u6587\u9762\u306bID\u306e\u5168\u4f53\u304c\u6b8b\u308a\u307e\u305b\u3093\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5404\u30a2\u30ab\u30a6\u30f3\u30c8\u306eIAM | HTTP Request \u30ce\u30fc\u30c9\uff08AWS \u306e\u8a8d\u8a3c\u60c5\u5831\uff09 | \u30ec\u30dd\u30fc\u30c8\u306e\u4f5c\u6210\u3068\u53d6\u5f97\u3001\u30bf\u30b0\u30fb\u30ad\u30fc\u306e\u4e00\u89a7\u30fb\u6700\u7d42\u5229\u7528\u3001\u7121\u52b9\u5316 |\n| Claude API | Anthropic Chat Model \u30ce\u30fc\u30c9 | \u805e\u304f\u76f8\u624b\u306e\u5224\u65ad\u3001\u6587\u9762\u3001\u5019\u88dc\u306e\u307e\u3068\u3081 |\n| \u793e\u54e1\u540d\u7c3f | Google Sheets \u30ce\u30fc\u30c9 | \u5728\u7c4d\u30fb\u6240\u5c5e\u30fb\u4e0a\u9577\u3092\u5f15\u304f |\n| \u78ba\u8a8d\u306e\u8a18\u9332 | Google Sheets \u30ce\u30fc\u30c9 | \u30ad\u30fc\u3054\u3068\u306e\u78ba\u8a8d\u306e\u72b6\u614b\u3092\u8aad\u307f\u66f8\u304d\u3059\u308b |\n| Slack | Slack \u30ce\u30fc\u30c9\uff08Send and Wait for Response\uff09 | \u6301\u3061\u4e3b\u3078\u306e\u78ba\u8a8d\u3068\u3001\u7121\u52b9\u5316\u306e\u627f\u8a8d |\n\n**Slack \u3067\u627f\u8a8d\u3092\u53d7\u3051\u308b\u306b\u306f\u3001n8n \u304c\u516c\u958b\u3055\u308c\u305fHTTPS\u3067\u5c4a\u304f\u5834\u6240\u306b\u3042\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002** Slack \u306e\u30a2\u30d7\u30ea\u3067 Interactivity \u3092\u6709\u52b9\u306b\u3057\u3001Request URL \u3092 `https:\/\/<n8n\u306e\u30db\u30b9\u30c8>\/webhook-waiting-slack` \u306b\u3057\u3066\u3001\u7f72\u540d\u306e\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u3092\u8a8d\u8a3c\u60c5\u5831\u306b\u5165\u308c\u307e\u3059\u3002**Restrict Who Can Approve \u306b\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e2\u540d\u3060\u3051\u3092\u5165\u308c\u307e\u3059\u3002** \u7a7a\u306e\u307e\u307e\u3060\u3068\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u898b\u3089\u308c\u308b\u4eba\u306a\u3089\u8ab0\u3067\u3082\u627f\u8a8d\u3067\u304d\u307e\u3059\u3002\n\n**Capture Who Responded \u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u8ab0\u304c\u627f\u8a8d\u3057\u305f\u304b\u304c\u51fa\u529b\u306b\u6b8b\u308a\u307e\u3059\u3002** \u7121\u52b9\u5316\u306e\u8a18\u9332\u306b\u306f\u3001\u3053\u306e\u627f\u8a8d\u8005\u3092\u5fc5\u305a\u66f8\u304d\u307e\u3059\u3002","human_review":"**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001`proposal` \u304c `deactivate` \u3068 `investigate` \u306e\u3082\u306e\u3001`needs_human` \u304c\u7acb\u3063\u305f\u3082\u306e\u3067\u3059\u3002** `keep` \u3068 `ask_again` \u306f\u4ef6\u6570\u3092\u6d41\u3057\u898b\u307e\u3059\u3002\n\n1. **`investigate` \u3092\u5148\u306b\u898b\u308b** \u2026 \u6301\u3061\u4e3b\u306e\u624b\u304c\u304b\u308a\u304c\u7121\u3044\u30ad\u30fc\u3067\u3059\u3002**\u6700\u5f8c\u306b\u4f7f\u308f\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u3068\u30ea\u30fc\u30b8\u30e7\u30f3\u304b\u3089\u3001\u3069\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u30ad\u30fc\u304b\u3092\u81ea\u5206\u3067\u8abf\u3079\u307e\u3059**\n2. **`deactivate` \u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b** \u2026 \u56de\u7b54\u8005\u304c\u6301\u3061\u4e3b\u672c\u4eba\u304b\u4e0a\u9577\u304b\u3001\u6700\u7d42\u5229\u7528\u304c90\u65e5\u3092\u8d85\u3048\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n3. **\u7121\u52b9\u5316\u3092\u627f\u8a8d\u3059\u308b** \u2026 Slack \u306b\u5c4a\u304f\u627f\u8a8d\u306e\u4f9d\u983c\u3067\u3001\u9053\u5177\u306e\u540d\u524d\u3068\u5165\u529b\uff08\u30a2\u30ab\u30a6\u30f3\u30c8\u3001\u30e6\u30fc\u30b6\u30fc\u3001\u30ad\u30fc\u306e\u672b\u5c3e\uff09\u3092\u78ba\u304b\u3081\u3066\u627f\u8a8d\u3057\u307e\u3059\n4. **\u7121\u52b9\u5316\u304b\u30891\u304b\u6708\u5f8c\u306b\u524a\u9664\u3092\u6c7a\u3081\u308b** \u2026 \u4f55\u3082\u6b62\u307e\u3089\u306a\u304b\u3063\u305f\u3053\u3068\u3092\u78ba\u304b\u3081\u3001\u524a\u9664\u306f\u62c5\u5f53\u8005\u304c\u81ea\u5206\u3067\u884c\u3044\u307e\u3059\n\n**2\u756a\u76ee\u3067\u3001\u56de\u7b54\u8005\u304c\u4e0a\u9577\u3060\u3063\u305f\u3082\u306e\u306f\u7279\u306b\u4e01\u5be7\u306b\u898b\u307e\u3059\u3002** \u4e0a\u9577\u306f\u3001\u90e8\u4e0b\u304c\u4f5c\u3063\u305f\u30ad\u30fc\u306e\u4f7f\u308f\u308c\u65b9\u3092\u77e5\u3089\u306a\u3044\u3053\u3068\u304c\u591a\u304f\u3001**\u300c\u305f\u3076\u3093\u8981\u3089\u306a\u3044\u300d\u3067\u6b62\u3081\u3066\u3088\u3044\u3068\u7b54\u3048\u304c\u3061\u3067\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u300160\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef68\u5206\u3067\u3059\u3002** `investigate` \u306f30\u5206\u8fd1\u304f\u304b\u304b\u308a\u3001`keep` \u306f\u6570\u5341\u79d2\u3067\u7d42\u308f\u308a\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30ec\u30dd\u30fc\u30c8\u304c\u4f5c\u6210\u4e2d | `ReportInProgress`\u3002\u6570\u5341\u79d2\u5f85\u3063\u3066\u53d6\u308a\u76f4\u3057\u30013\u56de\u3067\u300c\u53d6\u5f97\u3067\u304d\u305a\u300d |\n| \u30ec\u30dd\u30fc\u30c8\u304c\u53e4\u3044\u30fb\u7121\u3044 | `ReportExpired`\uff0f`ReportNotPresent`\u3002\u4f5c\u6210\u306e\u4f9d\u983c\u304b\u3089\u3084\u308a\u76f4\u3059 |\n| \u30ed\u30fc\u30eb\u3092\u5f15\u304d\u53d7\u3051\u3089\u308c\u306a\u3044 | \u305d\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u300c\u53d6\u5f97\u3067\u304d\u305a\u300d\u3068\u3057\u3066\u3001\u6bce\u56de\u306e\u901a\u77e5\u306b\u540d\u524d\u3092\u51fa\u3059 |\n| \u30ad\u30fc\u304c3\u672c\u4ee5\u4e0a | \u30ec\u30dd\u30fc\u30c8\u306b\u8f09\u3089\u306a\u3044\u5206\u3092\u30ad\u30fc\u306e\u4e00\u89a7\u3067\u53d6\u308b |\n| \u6301\u3061\u4e3b\u306e\u30bf\u30b0\u306e\u4eba\u304c\u540d\u7c3f\u306b\u7121\u3044 | \u9000\u8077\u304b\u5165\u529b\u306e\u8aa4\u308a\u3002\u4e0a\u9577\u304c\u5f15\u3051\u306a\u3051\u308c\u3070 `investigate` |\n| \u56de\u7b54\u304c\u300c\u307e\u3060\u4f7f\u3046\u300d\u306a\u306e\u306b\u9577\u304f\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044 | `keep` \u306b\u3057\u3001\u6b21\u306e\u78ba\u8a8d\u65e5\u3092\u56de\u7b54\u8005\u306b\u66f8\u3044\u3066\u3082\u3089\u3046 |\n| \u56de\u7b54\u304c\u300c\u6b62\u3081\u3066\u3088\u3044\u300d\u306a\u306e\u306b\u6700\u8fd1\u4f7f\u308f\u308c\u305f | `ask_again`\u3002**\u5225\u306e\u4eba\u304c\u4f7f\u3063\u3066\u3044\u308b\u6050\u308c\u3092\u62c5\u5f53\u8005\u3078** |\n| \u7121\u52b9\u5316\u306e\u627f\u8a8d\u304c\u5374\u4e0b\u3055\u308c\u305f | \u7406\u7531\u3092\u8a18\u9332\u3057\u3001\u305d\u306e\u30ad\u30fc\u306f\u7fcc\u9031\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3059 |\n| \u7121\u52b9\u5316\u306e\u3042\u3068\u3067\u554f\u3044\u5408\u308f\u305b\u304c\u6765\u305f | \u62c5\u5f53\u8005\u304c `UpdateAccessKey` \u3067 Active \u306b\u623b\u3059\u3002\u8a18\u9332\u306b\u6b8b\u3059 |\n| Claude API \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u30ad\u30fc\u3092\u672a\u51e6\u7406\u306e\u307e\u307e\u6b8b\u3057\u3001\u6b21\u306e\u5b9f\u884c\u3067\u518d\u3073\u6e21\u3059 |\n\n**3\u884c\u76ee\u3092\u9ed9\u3063\u3066\u98db\u3070\u3059\u3068\u3001\u305d\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3060\u3051\u898b\u56de\u308a\u304c\u6b62\u307e\u308a\u307e\u3059\u3002** \u30ed\u30fc\u30eb\u306e\u4fe1\u983c\u30dd\u30ea\u30b7\u30fc\u304c\u5909\u3048\u3089\u308c\u305f\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u304c\u7d44\u7e54\u304b\u3089\u5916\u308c\u305f\u3001\u3068\u3044\u3046\u7406\u7531\u3067\u8d77\u304d\u307e\u3059\u3002**\u53d6\u308c\u306a\u304b\u3063\u305f\u30a2\u30ab\u30a6\u30f3\u30c8\u306f\u3001\u4ef6\u6570\u304c0\u4ef6\u306e\u3068\u304d\u3067\u3082\u6bce\u56de\u306e\u901a\u77e5\u306b\u51fa\u3057\u307e\u3059\u3002**\n\n**8\u884c\u76ee\u30689\u884c\u76ee\u306e\u305f\u3081\u306b\u3001\u7121\u52b9\u5316\u3068\u524a\u9664\u3092\u5206\u3051\u3066\u3044\u307e\u3059\u3002** `UpdateAccessKey` \u306f\u72b6\u614b\u3092 Active \u3068 Inactive \u306e\u9593\u3067\u5909\u3048\u308b\u64cd\u4f5c\u306a\u306e\u3067\u3001**\u7121\u52b9\u5316\u306a\u3089\u623b\u305b\u307e\u3059\u3002**","log_storage":"- \u5b9f\u884c\u306e\u65e5\u6642\u3068\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u3054\u3068\u306e\u30ec\u30dd\u30fc\u30c8\u306e\u4f5c\u6210\u65e5\u6642\uff08`GeneratedTime`\uff09\u3068\u53d6\u5f97\u306e\u7d50\u679c\n- \u62fe\u3063\u305f\u30ad\u30fc\u3068\u3001\u62fe\u3063\u305f\u7406\u7531\uff08\u6700\u7d42\u5229\u7528\u65e5\u3001\u307e\u305f\u306f\u4e00\u5ea6\u3082\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u3053\u3068\uff09\n- \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5165\u529b\u3068\u3001**\u9053\u5177\u306e\u547c\u3073\u51fa\u3057\u306e\u8a18\u9332**\uff08\u3069\u306e\u30bf\u30b0\u3001\u3069\u306e\u540d\u7c3f\u306e\u884c\u3092\u898b\u305f\u304b\uff09\n- \u9001\u3063\u305f\u78ba\u8a8d\u306e\u6587\u9762\u3001\u9001\u308a\u5148\u3001\u9001\u3063\u305f\u65e5\u6642\u3001\u50ac\u4fc3\u306e\u56de\u6570\n- \u56de\u7b54\u3068\u56de\u7b54\u8005\u3001`proposal` \u3068 `reason`\n- **\u7121\u52b9\u5316\u306e\u627f\u8a8d\u8005\u3068\u627f\u8a8d\u306e\u65e5\u6642**\u3001\u7121\u52b9\u5316\u306e\u5b9f\u884c\u306e\u7d50\u679c\n\n**3\u3064\u76ee\u306f\u3001\u805e\u304f\u76f8\u624b\u306e\u6c7a\u3081\u65b9\u3092\u898b\u76f4\u3059\u305f\u3081\u306b\u6b8b\u3057\u307e\u3059\u3002** Tools Agent \u306e Return Intermediate Steps \u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u9014\u4e2d\u306e\u624b\u9806\u3092\u51fa\u529b\u306b\u542b\u3081\u3089\u308c\u307e\u3059\u3002\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u76e3\u67fb\u306e\u3068\u304d\u306b\u554f\u308f\u308c\u308b\u8a18\u9332\u3067\u3059\u3002** \u8ab0\u306e\u5224\u65ad\u3067\u3001\u3044\u3064\u3001\u3069\u306e\u30ad\u30fc\u3092\u6b62\u3081\u305f\u304b\u304c\u3001Slack \u306e\u627f\u8a8d\u3068\u7d50\u3073\u4ed8\u3044\u3066\u6b8b\u308a\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":4,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":60,"assumption_workdays":20,"volume_month":60,"before_minutes_per_case":28,"after_minutes_per_case":8,"hourly_cost":5000,"before_hours_month":28,"after_hours_month":8,"saved_hours_month":20,"reduction_rate":71,"saved_hours_year":240,"annual_cost_effect":1200000,"summary":"AWS\u306e\u8a8d\u8a3c\u60c5\u5831\u30ec\u30dd\u30fc\u30c8\u3092\u6bce\u9031\u53d6\u308a\u3001\u9577\u304f\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u3092\u62fe\u3044\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6301\u3061\u4e3b\u3092\u8abf\u3079\u3066\u78ba\u8a8d\u3092\u9001\u308a\u3001\u56de\u7b54\u3068\u7167\u3089\u3057\u3066\u7121\u52b9\u5316\u306e\u5019\u88dc\u3092\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u62c5\u5f53\u8005\u306b\u307e\u3068\u3081\u307e\u3059\u3002","before_flow":"1. \u6708\u521d\u306b\u300112\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3078\u9806\u306b\u30b5\u30a4\u30f3\u30a4\u30f3\u3057\u3001IAM\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8a8d\u8a3c\u60c5\u5831\u30ec\u30dd\u30fc\u30c8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\n2. CSV\u30921\u3064\u306e\u8868\u306b\u307e\u3068\u3081\u3001\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u306e\u6700\u7d42\u5229\u7528\u65e5\u304c90\u65e5\u3088\u308a\u524d\u306e\u3082\u306e\u3001\u4e00\u5ea6\u3082\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u3082\u306e\u306b\u5370\u3092\u4ed8\u3051\u308b\n3. IAM\u30e6\u30fc\u30b6\u30fc\u306e\u540d\u524d\u3001\u4f5c\u6210\u65e5\u3001\u6700\u5f8c\u306b\u4f7f\u308f\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u3092\u898b\u3066\u3001\u6301\u3061\u4e3b\u306e\u898b\u5f53\u3092\u4ed8\u3051\u308b\n4. \u898b\u5f53\u304c\u4ed8\u304b\u306a\u3051\u308c\u3070\u3001\u305d\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f7f\u3046\u30c1\u30fc\u30e0\u306e\u30c1\u30e3\u30f3\u30cd\u30eb\u3067\u300c\u3053\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u5fc3\u5f53\u305f\u308a\u306e\u3042\u308b\u65b9\u300d\u3068\u5c0b\u306d\u308b\n5. \u6301\u3061\u4e3b\u304c\u5206\u304b\u308c\u3070\u3001\u672c\u4eba\u306bSlack\u3067\u300c\u307e\u3060\u4f7f\u3046\u304b\u300d\u3092\u805e\u304f\u3002\u8fd4\u4e8b\u304c\u7121\u3051\u308c\u3070\u6570\u65e5\u304a\u304d\u306b\u50ac\u4fc3\u3059\u308b\n6. \u4e0d\u8981\u3068\u8fd4\u3063\u3066\u304d\u305f\u30ad\u30fc\u3092\u3001\u62c5\u5f53\u8005\u304c\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u7121\u52b9\u5316\u3057\u3001\u8a18\u9332\u306e\u8868\u306b\u66f8\u304f\n7. \u7121\u52b9\u5316\u3057\u30661\u304b\u6708\u4f55\u3082\u8d77\u304d\u306a\u3051\u308c\u3070\u3001\u524a\u9664\u3059\u308b\n\n**\uff08a\uff09\u6301\u3061\u4e3b\u63a2\u3057\u306b\u6642\u9593\u304c\u6d88\u3048\u308b\u3002** IAM\u30e6\u30fc\u30b6\u30fc\u306e\u540d\u524d\u304c `ci-deploy` \u3084 `test-user2` \u3060\u3068\u3001\u540d\u524d\u304b\u3089\u306f\u8ab0\u306e\u3082\u306e\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\u30c1\u30e3\u30f3\u30cd\u30eb\u3067\u5c0b\u306d\u3066\u3082\u3001\u6570\u65e5\u8ab0\u3082\u7b54\u3048\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u305d\u306e\u9593\u3001\u30ad\u30fc\u306f\u6709\u52b9\u306a\u307e\u307e\u6b8b\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u7570\u52d5\u30fb\u9000\u8077\u3067\u6301\u3061\u4e3b\u304c\u9014\u5207\u308c\u308b\u3002** \u4f5c\u3063\u305f\u4eba\u304c\u3059\u3067\u306b\u5225\u306e\u90e8\u7f72\u306b\u3044\u308b\u3001\u9000\u8077\u3057\u3066\u3044\u308b\u3001\u3068\u3044\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u672c\u4eba\u306b\u805e\u3044\u3066\u3082\u300c\u3082\u3046\u5206\u304b\u3089\u306a\u3044\u300d\u3068\u8fd4\u308a\u3001\u8ab0\u306b\u805e\u304d\u76f4\u3059\u304b\u3092\u62c5\u5f53\u8005\u304c\u305d\u306e\u5834\u3067\u8003\u3048\u307e\u3059\u3002**\n\n**\uff08c\uff09\u8fd4\u4e8b\u306e\u8ffd\u3044\u304b\u3051\u304c\u6f0f\u308c\u308b\u3002** 60\u4ef6\u30922\u540d\u3067\u8ffd\u3044\u304b\u3051\u308b\u3068\u3001**\u3069\u306e\u30ad\u30fc\u306b\u8ab0\u3078\u3044\u3064\u805e\u3044\u305f\u304b\u304c\u3001\u62c5\u5f53\u8005\u306eSlack\u306e\u5c65\u6b74\u306b\u3057\u304b\u6b8b\u308a\u307e\u305b\u3093\u3002** \u62c5\u5f53\u8005\u304c\u4f11\u3080\u3068\u3001\u50ac\u4fc3\u304c\u6b62\u307e\u308a\u3001\u30ad\u30fc\u306f\u7fcc\u6708\u3078\u6301\u3061\u8d8a\u3055\u308c\u307e\u3059\u3002\n\n**\uff08d\uff09\u30ec\u30dd\u30fc\u30c8\u306e\u898b\u843d\u3068\u3057\u304c\u3042\u308b\u3002** \u8a8d\u8a3c\u60c5\u5831\u30ec\u30dd\u30fc\u30c8\u306f\u30011\u30e6\u30fc\u30b6\u30fc\u306b\u3064\u304d\u6700\u521d\u306e2\u672c\u306e\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u3057\u304b\u8f09\u308a\u307e\u305b\u3093\u3002**3\u672c\u76ee\u4ee5\u964d\u3092\u6301\u3064\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30ec\u30dd\u30fc\u30c8\u3060\u3051\u3067\u306f\u6f0f\u308c\u307e\u3059\u3002**","before_flow_steps":["\u6708\u521d\u306b\u300112\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3078\u9806\u306b\u30b5\u30a4\u30f3\u30a4\u30f3\u3057\u3001IAM\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8a8d\u8a3c\u60c5\u5831\u30ec\u30dd\u30fc\u30c8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b","CSV\u30921\u3064\u306e\u8868\u306b\u307e\u3068\u3081\u3001\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u306e\u6700\u7d42\u5229\u7528\u65e5\u304c90\u65e5\u3088\u308a\u524d\u306e\u3082\u306e\u3001\u4e00\u5ea6\u3082\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u3082\u306e\u306b\u5370\u3092\u4ed8\u3051\u308b","IAM\u30e6\u30fc\u30b6\u30fc\u306e\u540d\u524d\u3001\u4f5c\u6210\u65e5\u3001\u6700\u5f8c\u306b\u4f7f\u308f\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u3092\u898b\u3066\u3001\u6301\u3061\u4e3b\u306e\u898b\u5f53\u3092\u4ed8\u3051\u308b","\u898b\u5f53\u304c\u4ed8\u304b\u306a\u3051\u308c\u3070\u3001\u305d\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f7f\u3046\u30c1\u30fc\u30e0\u306e\u30c1\u30e3\u30f3\u30cd\u30eb\u3067\u300c\u3053\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u5fc3\u5f53\u305f\u308a\u306e\u3042\u308b\u65b9\u300d\u3068\u5c0b\u306d\u308b","\u6301\u3061\u4e3b\u304c\u5206\u304b\u308c\u3070\u3001\u672c\u4eba\u306bSlack\u3067\u300c\u307e\u3060\u4f7f\u3046\u304b\u300d\u3092\u805e\u304f\u3002\u8fd4\u4e8b\u304c\u7121\u3051\u308c\u3070\u6570\u65e5\u304a\u304d\u306b\u50ac\u4fc3\u3059\u308b","\u4e0d\u8981\u3068\u8fd4\u3063\u3066\u304d\u305f\u30ad\u30fc\u3092\u3001\u62c5\u5f53\u8005\u304c\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u7121\u52b9\u5316\u3057\u3001\u8a18\u9332\u306e\u8868\u306b\u66f8\u304f","\u7121\u52b9\u5316\u3057\u30661\u304b\u6708\u4f55\u3082\u8d77\u304d\u306a\u3051\u308c\u3070\u3001\u524a\u9664\u3059\u308b"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u6bce\u9031\u6708\u66dc\u306e\u671d\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c12\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u8a8d\u8a3c\u60c5\u5831\u30ec\u30dd\u30fc\u30c8\u306e\u4f5c\u6210\u3092\u983c\u307f\u3001\u3067\u304d\u305f\u30ec\u30dd\u30fc\u30c8\u3092\u53d6\u5f97\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u30ec\u30dd\u30fc\u30c8\u306eCSV\u3092\u8aad\u307f\u300190\u65e5\u3088\u308a\u524d\u306b\u4f7f\u308f\u308c\u305f\u30ad\u30fc\u3068\u4e00\u5ea6\u3082\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u30ad\u30fc\u3092\u62fe\u3046\u3002\u30ad\u30fc\u304c3\u672c\u4ee5\u4e0a\u306e\u30e6\u30fc\u30b6\u30fc\u306f\u5225\u306b\u4e00\u89a7\u3067\u5168\u30ad\u30fc\u3092\u53d6\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u62fe\u3063\u305f\u30ad\u30fc\u3092\u78ba\u8a8d\u306e\u8a18\u9332\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u65b0\u3057\u304f\u62fe\u3063\u305f\u3082\u306e\u3001\u78ba\u8a8d\u4e2d\u306e\u3082\u306e\u3001\u56de\u7b54\u6e08\u307f\u306e\u3082\u306e\u306b\u5206\u3051\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3001\u65b0\u3057\u304f\u62fe\u3063\u305f\u30ad\u30fc\u3068\u671f\u9650\u304c\u904e\u304e\u305f\u78ba\u8a8d\u4e2d\u306e\u30ad\u30fc\u306b\u3064\u3044\u3066\u3001\u30bf\u30b0\u30fb\u793e\u54e1\u540d\u7c3f\u30fb\u904e\u53bb\u306e\u8a18\u9332\u3092\u5f15\u3044\u3066\u3001\u8ab0\u306b\u805e\u304f\u304b\u3092\u6c7a\u3081\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u78ba\u8a8d\u306e\u6587\u9762\u3092\u4f5c\u308a\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u6301\u3061\u4e3b\u3078Slack\u3067\u9001\u308b\n6. **\u3010\u4eba\u3011** \u6301\u3061\u4e3b\u304c\u300c\u6b62\u3081\u3066\u3088\u3044\u300d\u300c\u307e\u3060\u4f7f\u3046\u300d\u3092 Slack \u306e\u30dc\u30bf\u30f3\u3067\u7b54\u3048\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u56de\u7b54\u3068\u4f7f\u308f\u308c\u65b9\u3092\u7167\u3089\u3057\u3066\u3001\u7121\u52b9\u5316\u306e\u5019\u88dc\u3092\u7406\u7531\u4ed8\u304d\u3067\u307e\u3068\u3081\u308b\n8. **\u3010\u4eba\u3011** \u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u62c5\u5f53\u8005\u304c\u5019\u88dc\u3092\u78ba\u304b\u3081\u3001\u7121\u52b9\u5316\u306e\u9053\u5177\u306e\u547c\u3073\u51fa\u3057\u3092 Slack \u3067\u627f\u8a8d\u3059\u308b\n9. **\u3010\u81ea\u52d5\u3011** \u627f\u8a8d\u3055\u308c\u305f\u30ad\u30fc\u3060\u3051\u3092\u7121\u52b9\u5316\u3057\u3001\u7d50\u679c\u3092\u8a18\u9332\u3059\u308b\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u51fa\u3059\u306e\u306f\u3001**\u8ab0\u306b\u805e\u3044\u305f\u304b\u3001\u4f55\u3068\u8fd4\u3063\u3066\u304d\u305f\u304b\u3001\u306a\u305c\u6b62\u3081\u3066\u3088\u3044\u3068\u8003\u3048\u305f\u304b**\u307e\u3067\u3067\u3059\u3002\u30ad\u30fc\u3092\u6b62\u3081\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u62c5\u5f53\u8005\u304c\u627f\u8a8d\u306e\u30dc\u30bf\u30f3\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n**6\u756a\u76ee\u3067\u6301\u3061\u4e3b\u306b\u7b54\u3048\u3066\u3082\u3089\u3046\u306e\u306f\u3001\u5e74\u306b\u4e00\u5ea6\u306e\u51e6\u7406\u306e\u305f\u3081\u306e\u30ad\u30fc\u304b\u3082\u3057\u308c\u306a\u3044\u304b\u3089\u3067\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u6bce\u9031\u6708\u66dc\u306e\u671d\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c12\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u8a8d\u8a3c\u60c5\u5831\u30ec\u30dd\u30fc\u30c8\u306e\u4f5c\u6210\u3092\u983c\u307f\u3001\u3067\u304d\u305f\u30ec\u30dd\u30fc\u30c8\u3092\u53d6\u5f97\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u30ec\u30dd\u30fc\u30c8\u306eCSV\u3092\u8aad\u307f\u300190\u65e5\u3088\u308a\u524d\u306b\u4f7f\u308f\u308c\u305f\u30ad\u30fc\u3068\u4e00\u5ea6\u3082\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u30ad\u30fc\u3092\u62fe\u3046\u3002\u30ad\u30fc\u304c3\u672c\u4ee5\u4e0a\u306e\u30e6\u30fc\u30b6\u30fc\u306f\u5225\u306b\u4e00\u89a7\u3067\u5168\u30ad\u30fc\u3092\u53d6\u308b","**\u3010\u81ea\u52d5\u3011** \u62fe\u3063\u305f\u30ad\u30fc\u3092\u78ba\u8a8d\u306e\u8a18\u9332\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u65b0\u3057\u304f\u62fe\u3063\u305f\u3082\u306e\u3001\u78ba\u8a8d\u4e2d\u306e\u3082\u306e\u3001\u56de\u7b54\u6e08\u307f\u306e\u3082\u306e\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3001\u65b0\u3057\u304f\u62fe\u3063\u305f\u30ad\u30fc\u3068\u671f\u9650\u304c\u904e\u304e\u305f\u78ba\u8a8d\u4e2d\u306e\u30ad\u30fc\u306b\u3064\u3044\u3066\u3001\u30bf\u30b0\u30fb\u793e\u54e1\u540d\u7c3f\u30fb\u904e\u53bb\u306e\u8a18\u9332\u3092\u5f15\u3044\u3066\u3001\u8ab0\u306b\u805e\u304f\u304b\u3092\u6c7a\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u78ba\u8a8d\u306e\u6587\u9762\u3092\u4f5c\u308a\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u6301\u3061\u4e3b\u3078Slack\u3067\u9001\u308b","**\u3010\u4eba\u3011** \u6301\u3061\u4e3b\u304c\u300c\u6b62\u3081\u3066\u3088\u3044\u300d\u300c\u307e\u3060\u4f7f\u3046\u300d\u3092 Slack \u306e\u30dc\u30bf\u30f3\u3067\u7b54\u3048\u308b","**\u3010\u81ea\u52d5\u3011** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u56de\u7b54\u3068\u4f7f\u308f\u308c\u65b9\u3092\u7167\u3089\u3057\u3066\u3001\u7121\u52b9\u5316\u306e\u5019\u88dc\u3092\u7406\u7531\u4ed8\u304d\u3067\u307e\u3068\u3081\u308b","**\u3010\u4eba\u3011** \u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u62c5\u5f53\u8005\u304c\u5019\u88dc\u3092\u78ba\u304b\u3081\u3001\u7121\u52b9\u5316\u306e\u9053\u5177\u306e\u547c\u3073\u51fa\u3057\u3092 Slack \u3067\u627f\u8a8d\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u627f\u8a8d\u3055\u308c\u305f\u30ad\u30fc\u3060\u3051\u3092\u7121\u52b9\u5316\u3057\u3001\u7d50\u679c\u3092\u8a18\u9332\u3059\u308b"],"architecture":"```\n12\u306eAWS\u30a2\u30ab\u30a6\u30f3\u30c8\uff08\u5404\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u8aad\u307f\u53d6\u308a\u3068\u7121\u52b9\u5316\u306e\u6a29\u9650\u3092\u6301\u3064\u30ed\u30fc\u30eb\uff09\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011Schedule Trigger\uff08\u6bce\u9031\u6708\u66dc 8\u6642\u3001Asia\/Tokyo\uff09\nn8n \u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\n   \u251c\u2500\u2500\u25b6 HTTP Request\uff08AWS\u306e\u8a8d\u8a3c\u60c5\u5831\uff09\u3067\u8a8d\u8a3c\u60c5\u5831\u30ec\u30dd\u30fc\u30c8\u306e\u4f5c\u6210\u3068\u53d6\u5f97\n   \u251c\u2500\u2500\u25b6 XML \u30ce\u30fc\u30c9 \u2192 Convert to File\uff08Base64 \u304b\u3089 CSV \u306e\u30d5\u30a1\u30a4\u30eb\u3078\uff09\n   \u251c\u2500\u2500\u25b6 Extract From File\uff08CSV \u3092\u884c\u306b\u5206\u3051\u308b\uff09\n   \u251c\u2500\u2500\u25b6 90\u65e5\u306e\u5224\u5b9a\u3068\u3001\u78ba\u8a8d\u306e\u8a18\u9332\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\n   \u25bc\nAI Agent \u30ce\u30fc\u30c9\uff08Tools Agent\uff09\uff0b Anthropic Chat Model\n   \u2502  \u30ad\u30fc\u3054\u3068\u306b\u9053\u5177\u3092\u9078\u3093\u3067\u4f7f\u3046\n   \u2502   \u30fbIAM\u30e6\u30fc\u30b6\u30fc\u306e\u30bf\u30b0\u3092\u5f15\u304f   \u30fb\u30ad\u30fc\u306e\u4e00\u89a7\u3068\u6700\u7d42\u5229\u7528\u3092\u5f15\u304f\n   \u2502   \u30fb\u793e\u54e1\u540d\u7c3f\u3092\u5f15\u304f            \u30fb\u904e\u53bb\u306e\u78ba\u8a8d\u306e\u8a18\u9332\u3092\u5f15\u304f\n   \u2502   \u30fb\u30ad\u30fc\u3092\u7121\u52b9\u5316\u3059\u308b\uff08Slack \u3067\u306e\u4eba\u306e\u627f\u8a8d\u3092\u306f\u3055\u3080\uff09\n   \u2502  Structured Output Parser \u3067\u6c7a\u307e\u3063\u305f\u5f62\u306eJSON\u3092\u8fd4\u3059\n   \u25bc\n\u78ba\u8a8d\u306e\u8a18\u9332\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff09\u2192 Slack \u3067\u6301\u3061\u4e3b\u3078\u78ba\u8a8d\u3001\u62c5\u5f53\u8005\u3078\u5019\u88dc\u306e\u901a\u77e5\n   \u25bc\u3010\u4eba\u3011\u6301\u3061\u4e3b\u306e\u56de\u7b54\u30fb\u62c5\u5f53\u8005\u306e\u627f\u8a8d\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u30ef\u30fc\u30af\u30d5\u30ed\u30fc | n8n | Make\u3001Zapier\u3001Power Automate |\n| \u751f\u6210AI | Claude API\uff08n8n \u306e Anthropic Chat Model \u30ce\u30fc\u30c9\uff09 | OpenAI API\u3001Gemini API |\n| \u9023\u643a | AWS IAM \u306eAPI\uff08n8n \u306e HTTP Request \u30ce\u30fc\u30c9\uff09 | IAM Access Analyzer \u306e\u672a\u4f7f\u7528\u30a2\u30af\u30bb\u30b9\u306e\u691c\u51fa |\n\n**\u65b0\u3057\u304f\u8db3\u3059\u306e\u306f\u3001n8n \u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3001\u5404\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u30ed\u30fc\u30eb\u3001\u78ba\u8a8d\u306e\u8a18\u9332\u306e\u8868\u3060\u3051\u3067\u3059\u3002** IAM\u30e6\u30fc\u30b6\u30fc\u306b\u306f\u3001**\u6301\u3061\u4e3b\u3092\u8868\u3059\u30bf\u30b0\uff08\u4f8b\uff1a`owner` \u306b\u793e\u54e1\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\uff09**\u3092\u4ed8\u3051\u308b\u904b\u7528\u3092\u3001\u3053\u306e\u69cb\u6210\u3068\u540c\u6642\u306b\u59cb\u3081\u307e\u3059\u3002\n\n**n8n \u306b\u306f AWS IAM \u306e\u30ce\u30fc\u30c9\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u30b0\u30eb\u30fc\u30d7\u306e\u64cd\u4f5c\u306b\u9650\u3089\u308c\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u4f5c\u6210\u30fb\u53d6\u5f97\u30fb\u66f4\u65b0\u3068\u30b0\u30eb\u30fc\u30d7\u306e\u64cd\u4f5c\u304c\u4e26\u3073\u3001**\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u3068\u8a8d\u8a3c\u60c5\u5831\u30ec\u30dd\u30fc\u30c8\u306e\u64cd\u4f5c\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u305d\u3053\u3067\u3001HTTP Request \u30ce\u30fc\u30c9\u306e Authentication \u3092 Predefined Credential Type \u306b\u3057\u3066 AWS \u306e\u8a8d\u8a3c\u60c5\u5831\u3092\u9078\u3073\u3001IAM\u306eAPI\u3092\u76f4\u63a5\u547c\u3073\u307e\u3059\u3002\u30da\u30fc\u30b8\u81ea\u4f53\u304c\u3001\u8f09\u3063\u3066\u3044\u306a\u3044\u64cd\u4f5c\u306b\u306f\u3053\u306e\u65b9\u6cd5\u3092\u6848\u5185\u3057\u3066\u3044\u307e\u3059\u3002\n\n**\u8a8d\u8a3c\u60c5\u5831\u306f\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u3054\u3068\u306b AWS (Assume Role) \u3067\u4f5c\u308a\u307e\u3059\u3002** n8n \u306e AWS \u306e\u8a8d\u8a3c\u60c5\u5831\u306b\u306f\u3001\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u3067\u8a8d\u8a3c\u3059\u308b\u65b9\u5f0f\u3068\u3001STS \u3067\u30ed\u30fc\u30eb\u3092\u5f15\u304d\u53d7\u3051\u308b\u65b9\u5f0f\u304c\u3042\u308a\u307e\u3059\u3002**\u9577\u671f\u306e\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u3092\u6e1b\u3089\u3059\u305f\u3081\u306e\u4ed5\u7d44\u307f\u304c\u3001\u9577\u671f\u306e\u30ad\u30fc\u309212\u672c\u62b1\u3048\u3066\u306f\u672c\u672b\u8ee2\u5012\u3067\u3059\u3002** \u30ed\u30fc\u30eb\u306e\u4fe1\u983c\u30dd\u30ea\u30b7\u30fc\u306b\u306f External ID \u3092\u8a2d\u5b9a\u3057\u3001\u8a8d\u8a3c\u60c5\u5831\u3054\u3068\u306b\u5225\u306e\u5024\u306b\u3057\u307e\u3059\u3002\n\n**\u4ee3\u66ff\u306e\u9053\u3068\u3057\u3066\u3001IAM Access Analyzer \u306e\u672a\u4f7f\u7528\u30a2\u30af\u30bb\u30b9\u306e\u691c\u51fa\u304c\u3042\u308a\u307e\u3059\u3002** \u4f7f\u308f\u308c\u3066\u3044\u306a\u3044IAM\u30e6\u30fc\u30b6\u30fc\u306e\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u691c\u51fa\u306e\u7a2e\u985e\u306b\u6301\u3061\u307e\u3059\u304c\u3001**\u5206\u6790\u3059\u308b\u30ed\u30fc\u30eb\u3068\u30e6\u30fc\u30b6\u30fc\u306e\u6570\u306b\u5fdc\u3058\u305f\u6599\u91d1\u304c\u304b\u304b\u308a\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u6bce\u9031\u6708\u66dc\u306e\u671d8\u6642\u306b\u3001Schedule Trigger \u3067\u52d5\u304b\u3057\u307e\u3059\u3002** Schedule Trigger \u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092\u4f7f\u3044\u3001\u7121\u3051\u308c\u3070\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092\u4f7f\u3044\u307e\u3059\u3002**\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u306e\u65e2\u5b9a\u306f America\/New York \u306a\u306e\u3067\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092 Asia\/Tokyo \u306b\u3057\u307e\u3059\u3002** \u4fdd\u5b58\u3057\u3066\u516c\u958b\u3057\u306a\u3044\u3068\u52d5\u304d\u307e\u305b\u3093\u3002\n\n**\u67081\u56de\u3067\u306f\u306a\u304f\u90311\u56de\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u78ba\u8a8d\u306e\u8ffd\u3044\u304b\u3051\u306e\u305f\u3081\u3067\u3059\u3002** \u65b0\u3057\u304f90\u65e5\u3092\u8d85\u3048\u308b\u30ad\u30fc\u306f\u6708\u306b\u6570\u5341\u672c\u3067\u3082\u3001**\u8fd4\u4e8b\u306e\u7121\u3044\u78ba\u8a8d\u30921\u9031\u9593\u3067\u62fe\u3044\u76f4\u305b\u3070\u3001\u805e\u304f\u76f8\u624b\u306e\u5909\u66f4\u304c\u6708\u3092\u307e\u305f\u304c\u305a\u306b\u6e08\u307f\u307e\u3059\u3002** \u9031\u3054\u3068\u306b\u3001\u65b0\u3057\u304f\u62fe\u3063\u305f\u30ad\u30fc\u3078\u306e\u78ba\u8a8d\u3068\u3001\u671f\u9650\u306e\u904e\u304e\u305f\u78ba\u8a8d\u306e\u50ac\u4fc3\u3092\u540c\u3058\u5b9f\u884c\u3067\u884c\u3044\u307e\u3059\u3002\n\n\u6301\u3061\u4e3b\u306e\u56de\u7b54\u306f\u3001\u78ba\u8a8d\u3092\u9001\u3063\u305f\u5225\u306e\u5b9f\u884c\u304c\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\u6708\u66dc\u306e\u5b9f\u884c\u306f\u9001\u308b\u3068\u3053\u308d\u307e\u3067\u3067\u7d42\u308f\u308a\u3001\u56de\u7b54\u306f\u5c4a\u3044\u305f\u6642\u70b9\u3067\u8a18\u9332\u306b\u66f8\u304b\u308c\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8a8d\u8a3c\u60c5\u5831\u30ec\u30dd\u30fc\u30c8 | \u30e6\u30fc\u30b6\u30fc\u540d\u3001ARN\u3001\u4f5c\u6210\u65e5\u6642\u3001\u30a2\u30af\u30bb\u30b9\u30ad\u30fc1\u30fb2\u306e\u6709\u52b9\uff0f\u7121\u52b9\u3001\u4f5c\u6210\u30fb\u66f4\u65b0\u65e5\u6642\u3001\u6700\u7d42\u5229\u7528\u65e5\u6642\u3001\u6700\u7d42\u5229\u7528\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u3068\u30b5\u30fc\u30d3\u30b9 | \u5404\u30a2\u30ab\u30a6\u30f3\u30c8\u306eIAM |\n| \u30ad\u30fc\u306e\u4e00\u89a7\u3068\u6700\u7d42\u5229\u7528 | \u30a2\u30af\u30bb\u30b9\u30ad\u30fcID\u3001\u72b6\u614b\u3001\u6700\u7d42\u5229\u7528\u65e5\u6642\uff083\u672c\u76ee\u4ee5\u964d\u3092\u6301\u3064\u30e6\u30fc\u30b6\u30fc\u3068\u3001\u7121\u52b9\u5316\u306b\u8981\u308bID\uff09 | \u5404\u30a2\u30ab\u30a6\u30f3\u30c8\u306eIAM |\n| IAM\u30e6\u30fc\u30b6\u30fc\u306e\u30bf\u30b0 | `owner`\u3001`team`\u3001`purpose` \u306a\u3069\u306e\u30ad\u30fc\u3068\u5024 | \u5404\u30a2\u30ab\u30a6\u30f3\u30c8\u306eIAM |\n| \u793e\u54e1\u540d\u7c3f | \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u6c0f\u540d\u3001\u6240\u5c5e\u3001\u4e0a\u9577\u3001\u5728\u7c4d\u306e\u72b6\u614b | \u4eba\u4e8b\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u6bce\u65e5\u66f8\u304d\u51fa\u3059\u8868 |\n| \u78ba\u8a8d\u306e\u8a18\u9332 | \u30ad\u30fc\u3054\u3068\u306b\u3001\u805e\u3044\u305f\u76f8\u624b\u3001\u9001\u3063\u305f\u65e5\u6642\u3001\u56de\u7b54\u3001\u50ac\u4fc3\u306e\u56de\u6570\u3001\u7121\u52b9\u5316\u306e\u65e5\u6642 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u30bf\u30b0\u3068\u793e\u54e1\u540d\u7c3f\u3067\u3059\u3002** \u30bf\u30b0\u304c\u7121\u3051\u308c\u3070\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30e6\u30fc\u30b6\u30fc\u540d\u3068\u4f7f\u308f\u308c\u65b9\u304b\u3089\u63a8\u3057\u91cf\u308b\u3057\u304b\u306a\u304f\u3001**\u63a8\u3057\u91cf\u3063\u305f\u6301\u3061\u4e3b\u306b\u78ba\u8a8d\u3092\u9001\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u63a8\u3057\u91cf\u308a\u3067\u9001\u3063\u305f\u78ba\u8a8d\u306f\u3001\u76f8\u624b\u306b\u300c\u5fc3\u5f53\u305f\u308a\u304c\u7121\u3044\u300d\u3068\u8fd4\u3055\u308c\u30661\u9031\u9593\u3092\u5931\u3044\u307e\u3059\u3002\n\n**\u8a8d\u8a3c\u60c5\u5831\u30ec\u30dd\u30fc\u30c8\u306b\u306f\u3001\u30a2\u30af\u30bb\u30b9\u30ad\u30fcID\u304c\u8f09\u308a\u307e\u305b\u3093\u3002** \u8f09\u308b\u306e\u306f1\u672c\u76ee\u30fb2\u672c\u76ee\u3068\u3044\u3046\u756a\u53f7\u3068\u72b6\u614b\u3060\u3051\u3067\u3059\u3002**\u7121\u52b9\u5316\u306b\u306f ID \u304c\u8981\u308b\u306e\u3067\u3001\u5019\u88dc\u306b\u306a\u3063\u305f\u30e6\u30fc\u30b6\u30fc\u306b\u3064\u3044\u3066\u5225\u306b\u30ad\u30fc\u306e\u4e00\u89a7\u3092\u53d6\u308a\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u30ec\u30dd\u30fc\u30c8\u306f\u3001\u4f5c\u6210\u306e\u4f9d\u983c\u3068\u53d6\u5f97\u306e2\u56de\u306b\u5206\u3051\u3066\u547c\u3073\u307e\u3059\u3002** HTTP Request \u30ce\u30fc\u30c9\u3067\u3001IAM\u306eAPI\u306e `GenerateCredentialReport` \u3092\u547c\u3093\u3060\u3042\u3068\u3001`GetCredentialReport` \u3067\u53d6\u308a\u307e\u3059\u3002\u30ec\u30dd\u30fc\u30c8\u306f4\u6642\u9593\u306b1\u56de\u307e\u3067\u4f5c\u3089\u308c\u3001**4\u6642\u9593\u4ee5\u5185\u306b\u4f5c\u3089\u308c\u305f\u3082\u306e\u304c\u3042\u308c\u3070\u3001\u305d\u308c\u304c\u8fd4\u308a\u307e\u3059\u3002** \u90311\u56de\u306e\u5b9f\u884c\u306a\u3089\u3001\u6bce\u56de\u65b0\u3057\u3044\u30ec\u30dd\u30fc\u30c8\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u53d6\u5f97\u3057\u305f\u3068\u304d\u306b\u307e\u3060\u4f5c\u6210\u4e2d\u306a\u3089\u3001`ReportInProgress` \u304c\u8fd4\u308a\u307e\u3059\u3002** Wait \u30ce\u30fc\u30c9\u3067\u6570\u5341\u79d2\u5f85\u3063\u3066\u304b\u3089\u53d6\u308a\u76f4\u3057\u30013\u56de\u7d9a\u3051\u3070\u300c\u53d6\u5f97\u3067\u304d\u305a\u300d\u3068\u3057\u3066\u8a18\u9332\u3057\u307e\u3059\u3002\u30ec\u30dd\u30fc\u30c8\u304c\u53e4\u304f\u306a\u3063\u3066\u3044\u308c\u3070 `ReportExpired`\u3001\u7121\u3051\u308c\u3070 `ReportNotPresent` \u304c\u8fd4\u308b\u306e\u3067\u3001**\u3069\u3061\u3089\u3082\u4f5c\u6210\u306e\u4f9d\u983c\u304b\u3089\u3084\u308a\u76f4\u3057\u307e\u3059\u3002**\n\n**\u8fd4\u3063\u3066\u304f\u308b\u30ec\u30dd\u30fc\u30c8\u306f Base64 \u3067\u7b26\u53f7\u5316\u3055\u308c\u305fCSV\u3067\u3059\u3002** IAM\u306eAPI\u306e\u5fdc\u7b54\u306fXML\u306a\u306e\u3067\u3001XML \u30ce\u30fc\u30c9\u3067 JSON \u306b\u3057\u3001`Content` \u3092 Convert to File \u306e Move Base64 String to File \u3067CSV\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u3057\u3066\u3001Extract From File \u306e Extract From CSV \u3067\u884c\u306b\u5206\u3051\u307e\u3059\u3002**1\u884c\u304c1\u30e6\u30fc\u30b6\u30fc\u3067\u30012\u672c\u306e\u30ad\u30fc\u304c\u540c\u3058\u884c\u306b\u4e26\u3073\u307e\u3059\u3002** \u3053\u3053\u3067\u30ad\u30fc\u3054\u3068\u306e\u884c\u306b\u7d44\u307f\u66ff\u3048\u307e\u3059\u3002\n\n**\u30bf\u30b0\u306f `ListUserTags`\u3001\u30ad\u30fc\u306e\u4e00\u89a7\u306f `ListAccessKeys`\u3001\u6700\u7d42\u5229\u7528\u306f `GetAccessKeyLastUsed` \u3067\u53d6\u308a\u307e\u3059\u3002** \u3053\u308c\u3089\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9053\u5177\u3068\u3057\u3066\u547c\u3076\u30b5\u30d6\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u3057\u307e\u3059\u3002ListUserTags \u306f\u65e2\u5b9a\u3067100\u4ef6\u307e\u3067\u8fd4\u3057\u3001`IsTruncated` \u304c true \u306a\u3089 `Marker` \u3067\u7d9a\u304d\u3092\u53d6\u308a\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u30ad\u30fc\u3054\u3068\u306e\u884c\u306b\u7d44\u307f\u66ff\u3048\u308b** \u2026 \u30ec\u30dd\u30fc\u30c8\u306e1\u884c\u3092\u3001\u30a2\u30af\u30bb\u30b9\u30ad\u30fc1\u3068\u30a2\u30af\u30bb\u30b9\u30ad\u30fc2\u306e2\u884c\u306b\u5206\u3051\u307e\u3059\u3002\u72b6\u614b\u304c\u7121\u52b9\uff08`access_key_N_active` \u304c FALSE\uff09\u306e\u30ad\u30fc\u306f\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\n2. **\u65e5\u4ed8\u306e\u7a2e\u985e\u3092\u5206\u3051\u308b** \u2026 \u6700\u7d42\u5229\u7528\u65e5\u6642\u304c\u65e5\u4ed8\u306a\u3089\u300c\u6700\u5f8c\u306b\u4f7f\u308f\u308c\u305f\u65e5\u300d\u3001`N\/A` \u306a\u3089\u300c\u4e00\u5ea6\u3082\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u300d\u3068\u5206\u3051\u307e\u3059\u3002**\u4e00\u5ea6\u3082\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u30ad\u30fc\u306f\u3001\u4f5c\u6210\u65e5\u6642\u304b\u3089\u4f55\u65e5\u305f\u3063\u305f\u304b\u3067\u898b\u307e\u3059**\n3. **90\u65e5\u306e\u5224\u5b9a\u3092\u3059\u308b** \u2026 \u6700\u5f8c\u306b\u4f7f\u308f\u308c\u305f\u65e5\u3001\u307e\u305f\u306f\u4f5c\u6210\u65e5\u6642\u304b\u308990\u65e5\u3092\u8d85\u3048\u305f\u3082\u306e\u3092\u62fe\u3044\u307e\u3059\n4. **3\u672c\u76ee\u4ee5\u964d\u3092\u6301\u3064\u30e6\u30fc\u30b6\u30fc\u3092\u5206\u3051\u308b** \u2026 `additional_credentials_info` \u306b\u5024\u304c\u3042\u308b\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30ad\u30fc\u306e\u4e00\u89a7\u3092\u5225\u306b\u53d6\u308a\u3001\u3059\u3079\u3066\u306e\u30ad\u30fc\u3067\u540c\u3058\u5224\u5b9a\u3092\u3057\u307e\u3059\n5. **\u78ba\u8a8d\u306e\u8a18\u9332\u3068\u7a81\u304d\u5408\u308f\u305b\u308b** \u2026 \u30a2\u30ab\u30a6\u30f3\u30c8ID\u3001\u30e6\u30fc\u30b6\u30fc\u540d\u3001\u30ad\u30fc\u306e\u756a\u53f7\u3067\u8a18\u9332\u3092\u5f15\u304d\u3001\u65b0\u3057\u304f\u62fe\u3063\u305f\u3082\u306e\u3001\u78ba\u8a8d\u4e2d\u306e\u3082\u306e\u3001\u56de\u7b54\u6e08\u307f\u306e\u3082\u306e\u3001\u9664\u5916\u306e\u5c4a\u3051\u304c\u3042\u308b\u3082\u306e\u306b\u5206\u3051\u307e\u3059\n6. **\u9664\u5916\u3092\u5916\u3059** \u2026 \u300c\u5e741\u56de\u306e\u51e6\u7406\u3067\u4f7f\u3046\u300d\u3068\u56de\u7b54\u304c\u3042\u308a\u3001\u6b21\u306e\u78ba\u8a8d\u65e5\u3092\u8a18\u9332\u3057\u305f\u30ad\u30fc\u306f\u3001\u305d\u306e\u65e5\u307e\u3067\u6e21\u3057\u307e\u305b\u3093\n\n**2\u756a\u76ee\u3092\u7701\u304f\u3068\u3001\u4f5c\u3063\u305f\u3070\u304b\u308a\u306e\u30ad\u30fc\u307e\u3067\u62fe\u3044\u307e\u3059\u3002** \u30ec\u30dd\u30fc\u30c8\u3067\u306f\u3001\u4e00\u5ea6\u3082\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u30ad\u30fc\u306e\u6700\u7d42\u5229\u7528\u65e5\u6642\u306f `N\/A` \u306b\u306a\u308a\u307e\u3059\u3002**`N\/A` \u3092\u305d\u306e\u307e\u307e\u300c\u53e4\u3044\u300d\u3068\u6271\u3046\u3068\u3001\u5148\u9031\u4f5c\u3063\u305f\u30ad\u30fc\u306b\u78ba\u8a8d\u304c\u98db\u3073\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u30ad\u30fc\u3054\u3068\u306b\u300c\u8ab0\u306b\u805e\u304f\u304b\u300d\u3092\u6c7a\u3081\u3001\u78ba\u8a8d\u306e\u6587\u9762\u3092\u4f5c\u308a\u3001\u56de\u7b54\u304c\u6765\u305f\u3089\u7121\u52b9\u5316\u306e\u5019\u88dc\u3068\u305d\u306e\u7406\u7531\u3092\u307e\u3068\u3081\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u624b\u9806 | \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3059\u308b\u3053\u3068 | \u4f7f\u3046\u9053\u5177 |\n|:--|:--|:--|\n| 1 | IAM\u30e6\u30fc\u30b6\u30fc\u306e\u30bf\u30b0\u304b\u3089\u6301\u3061\u4e3b\u306e\u5019\u88dc\u3092\u63a2\u3059 | \u30bf\u30b0\u3092\u5f15\u304f |\n| 2 | \u5019\u88dc\u3092\u793e\u54e1\u540d\u7c3f\u3067\u5f15\u304d\u3001\u5728\u7c4d\u30fb\u6240\u5c5e\u30fb\u4e0a\u9577\u3092\u78ba\u304b\u3081\u308b | \u793e\u54e1\u540d\u7c3f\u3092\u5f15\u304f |\n| 3 | \u540c\u3058\u30e6\u30fc\u30b6\u30fc\u306e\u904e\u53bb\u306e\u78ba\u8a8d\u3068\u56de\u7b54\u3092\u78ba\u304b\u3081\u308b | \u78ba\u8a8d\u306e\u8a18\u9332\u3092\u5f15\u304f |\n| 4 | \u805e\u304f\u76f8\u624b\uff08\u672c\u4eba\uff0f\u4e0a\u9577\uff0f\u30c1\u30fc\u30e0\uff0f\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\uff09\u3092\u6c7a\u3081\u3001\u78ba\u8a8d\u306e\u6587\u9762\u3092\u4f5c\u308b | \u306a\u3057 |\n| 5 | \u56de\u7b54\u3068\u6700\u7d42\u5229\u7528\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7167\u3089\u3057\u3066\u3001\u7121\u52b9\u5316\u306e\u5019\u88dc\u3068\u7406\u7531\u3092\u307e\u3068\u3081\u308b | \u30ad\u30fc\u306e\u4e00\u89a7\u3068\u6700\u7d42\u5229\u7528\u3092\u5f15\u304f |\n| 6 | \u62c5\u5f53\u8005\u306e\u627f\u8a8d\u3092\u5f97\u3066\u3001\u7121\u52b9\u5316\u3092\u5b9f\u884c\u3059\u308b | \u30ad\u30fc\u3092\u7121\u52b9\u5316\u3059\u308b\uff08\u627f\u8a8d\u3092\u306f\u3055\u3080\uff09 |\n\n**\u624b\u98064\u306e\u805e\u304f\u76f8\u624b\u306f\u3001\u6b21\u306e\u9806\u3067\u6c7a\u3081\u3055\u305b\u307e\u3059\u3002** \u30bf\u30b0\u306e\u6301\u3061\u4e3b\u304c\u5728\u7c4d\u3057\u3066\u3044\u308c\u3070\u672c\u4eba\u3001\u9000\u8077\u30fb\u4f11\u8077\u3057\u3066\u3044\u308c\u3070\u540d\u7c3f\u306e\u4e0a\u9577\u3001\u30bf\u30b0\u304c\u7121\u304f\u30c1\u30fc\u30e0\u306e\u30bf\u30b0\u3060\u3051\u3042\u308c\u3070\u30c1\u30fc\u30e0\u306e\u30c1\u30e3\u30f3\u30cd\u30eb\u3001**\u3069\u308c\u3082\u7121\u3051\u308c\u3070\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u304c\u81ea\u5206\u3067\u8abf\u3079\u308b\uff08`investigate`\uff09**\u3002\u624b\u304c\u304b\u308a\u306e\u7121\u3044\u30ad\u30fc\u3092\u3001\u305d\u308c\u3089\u3057\u3044\u4eba\u306b\u9001\u3089\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n\n**\u624b\u98066\u306e\u7121\u52b9\u5316\u306e\u9053\u5177\u306b\u306f\u3001n8n \u306e\u4eba\u306e\u78ba\u8a8d\u3092\u306f\u3055\u307f\u307e\u3059\u3002** AI Agent \u306e\u9053\u5177\u306e\u63a5\u7d9a\u53e3\u3067 Human review \u3092\u8a2d\u5b9a\u3057\u3001\u627f\u8a8d\u306e\u7d4c\u8def\u3092 Slack \u306b\u3057\u307e\u3059\u3002**\u627f\u8a8d\u3055\u308c\u308c\u3070\u3001AI\u304c\u6307\u5b9a\u3057\u305f\u5165\u529b\u306e\u307e\u307e\u9053\u5177\u304c\u52d5\u304d\u3001\u5374\u4e0b\u3055\u308c\u308c\u3070\u52d5\u304b\u305a\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u5374\u4e0b\u304c\u4f1d\u308f\u308a\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u627f\u8a8d\u306a\u3057\u306b\u7121\u52b9\u5316\u3059\u308b | \u6b62\u3081\u305f\u77ac\u9593\u306b\u9023\u643a\u304c\u6b62\u307e\u308b\u6050\u308c\u304c\u3042\u308b |\n| \u30ad\u30fc\u306e\u524a\u9664 | \u7121\u52b9\u5316\u306a\u3089\u623b\u305b\u308b\u304c\u3001\u524a\u9664\u306f\u623b\u305b\u306a\u3044 |\n| \u6301\u3061\u4e3b\u3092\u63a8\u3057\u91cf\u3063\u3066\u672c\u4eba\u3068\u3057\u3066\u6271\u3046 | \u5916\u308c\u308b\u3068\u78ba\u8a8d\u306e1\u9031\u9593\u3092\u5931\u3046 |\n| \u56de\u7b54\u306e\u7121\u3044\u30ad\u30fc\u3092\u300c\u4e0d\u8981\u300d\u3068\u307f\u306a\u3059 | \u8fd4\u4e8b\u304c\u7121\u3044\u3053\u3068\u306f\u3001\u4f7f\u3063\u3066\u3044\u306a\u3044\u3053\u3068\u3067\u306f\u306a\u3044 |\n| \u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u3092\u6271\u3046 | \u5224\u65ad\u306b\u8981\u3089\u306a\u3044\u3002\u9053\u5177\u304b\u3089\u3082\u8fd4\u3055\u306a\u3044 |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u50ac\u4fc3\u30922\u56de\u3057\u3066\u3082\u8fd4\u4e8b\u304c\u7121\u3044\u3068\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u300c\u4e0d\u8981\u3068\u5224\u65ad\u300d\u3068\u66f8\u304d\u305f\u304c\u308a\u307e\u3059\u3002**\u8fd4\u4e8b\u304c\u7121\u3044\u30ad\u30fc\u306f\u3001\u805e\u304f\u76f8\u624b\u3092\u4e0a\u9577\u306b\u66ff\u3048\u308b\u304b\u3001\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u3078\u56de\u3059\u304b\u306e\u3069\u3061\u3089\u304b\u306b\u3055\u305b\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\u306fSaaS\u4f01\u696d\u306e\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u3067\u3001\u9577\u304f\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044AWS\u306e\n\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u306b\u3064\u3044\u3066\u3001\u6301\u3061\u4e3b\u3092\u63a2\u3057\u3066\u78ba\u8a8d\u3057\u3001\u7121\u52b9\u5316\u306e\u5019\u88dc\u3092\n\u307e\u3068\u3081\u308b\u62c5\u5f53\u3067\u3059\u3002\u9053\u5177\u3067\u78ba\u304b\u3081\u305f\u4e8b\u5b9f\u3060\u3051\u3067\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5165\u529b\u3011\n- \u30ad\u30fc\uff1a{account_id} \/ {user_name} \/ \u30ad\u30fc{key_no}\n- \u4f5c\u6210\u65e5\u6642\u30fb\u6700\u7d42\u5229\u7528\u65e5\u6642\u30fb\u6700\u7d42\u5229\u7528\u306e\u30b5\u30fc\u30d3\u30b9\uff1a{usage}\n- \u78ba\u8a8d\u306e\u72b6\u614b\uff1a{status}\uff08new \/ waiting \/ answered\uff09\n\n\u3010\u4f7f\u3048\u308b\u9053\u5177\u3011\n- get_user_tags\uff1a\u30a2\u30ab\u30a6\u30f3\u30c8ID\u3068\u30e6\u30fc\u30b6\u30fc\u540d\u3067\u3001\u30bf\u30b0\u3092\u8fd4\u3059\n- get_employee\uff1a\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067\u3001\u5728\u7c4d\u30fb\u6240\u5c5e\u30fb\u4e0a\u9577\u3092\u8fd4\u3059\n- get_history\uff1a\u30a2\u30ab\u30a6\u30f3\u30c8ID\u3068\u30e6\u30fc\u30b6\u30fc\u540d\u3067\u3001\u904e\u53bb\u306e\u78ba\u8a8d\u3092\u8fd4\u3059\n- get_key_usage\uff1a\u30ad\u30fcID\u306e\u4e00\u89a7\u3068\u6700\u7d42\u5229\u7528\u3092\u8fd4\u3059\n- deactivate_key\uff1a\u30ad\u30fc\u3092\u7121\u52b9\u5316\u3059\u308b\uff08\u62c5\u5f53\u8005\u306e\u627f\u8a8d\u304c\u8981\u308b\uff09\n\n\u3010\u805e\u304f\u76f8\u624b\u306e\u6c7a\u3081\u65b9\u3011\n1. owner \u30bf\u30b0\u306e\u4eba\u304c\u5728\u7c4d\u3057\u3066\u3044\u308c\u3070 owner\n2. owner \u304c\u9000\u8077\u30fb\u4f11\u8077\u306a\u3089\u3001\u540d\u7c3f\u306e\u4e0a\u9577\u3092 manager\n3. owner \u30bf\u30b0\u304c\u7121\u304f team \u30bf\u30b0\u304c\u3042\u308c\u3070 team\n4. \u3069\u308c\u3082\u7121\u3051\u308c\u3070 investigate\uff08\u9001\u3089\u306a\u3044\uff09\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u30bf\u30b0\u3084\u540d\u7c3f\u3067\u78ba\u304b\u3081\u3089\u308c\u306a\u3044\u4eba\u3092\u6301\u3061\u4e3b\u3068\u3057\u3066\u6271\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u30e6\u30fc\u30b6\u30fc\u540d\u304b\u3089\u4eba\u306e\u540d\u524d\u3092\u63a8\u3057\u91cf\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8fd4\u4e8b\u304c\u7121\u3044\u3053\u3068\u3092\u300c\u4e0d\u8981\u300d\u3068\u307f\u306a\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u50ac\u4fc3\u304c2\u56de\u3092\u8d85\u3048\u305f\u3089\u3001\u805e\u304f\u76f8\u624b\u3092\u66ff\u3048\u308b\u304b investigate \u306b\n  \u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- deactivate_key \u306f\u3001\u56de\u7b54\u304c\u300c\u6b62\u3081\u3066\u3088\u3044\u300d\u3067\u3001\u6700\u7d42\u5229\u7528\u304b\u3089\n  90\u65e5\u3092\u8d85\u3048\u3066\u3044\u308b\u30ad\u30fc\u306b\u3060\u3051\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5374\u4e0b\u3055\u308c\u305f\u3089\u3001\u7406\u7531\u3092\u8a18\u9332\u3057\u3001\u3082\u3046\u4e00\u5ea6\u547c\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30ad\u30fc\u3092\u524a\u9664\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u524a\u9664\u306e\u9053\u5177\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n- \u78ba\u8a8d\u306e\u6587\u9762\u306b\u306f\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u540d\u3001\u30e6\u30fc\u30b6\u30fc\u540d\u3001\u6700\u5f8c\u306b\u4f7f\u308f\u308c\u305f\u65e5\u3068\n  \u30b5\u30fc\u30d3\u30b9\u3001\u56de\u7b54\u306e\u671f\u9650\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u30ad\u30fcID\u306f\u672b\u5c3e4\u6587\u5b57\u3060\u3051\u3002\n- \u5206\u304b\u3089\u306a\u3044\u9805\u76ee\u306f\u300c\u4e0d\u660e\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u30e6\u30fc\u30b6\u30fc\u540d\u304b\u3089\u4eba\u306e\u540d\u524d\u3092\u63a8\u3057\u91cf\u3089\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001`tanaka-test` \u3092\u7530\u4e2d\u3055\u3093\u306e\u30ad\u30fc\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002** \u793e\u5185\u306b\u7530\u4e2d\u3055\u3093\u306f\u4f55\u4eba\u3082\u3044\u307e\u3059\u3002**\u7981\u3058\u308b\u306e\u306f\u3001\u540d\u524d\u306e\u4e00\u81f4\u3092\u6839\u62e0\u306b\u3059\u308b\u3053\u3068\u305d\u306e\u3082\u306e\u3067\u3059\u3002**\n\n**\u300c\u5374\u4e0b\u3055\u308c\u305f\u3089\u3001\u3082\u3046\u4e00\u5ea6\u547c\u3070\u306a\u3044\u300d\u3082\u660e\u8a18\u3057\u307e\u3059\u3002** \u5374\u4e0b\u3092\u53d7\u3051\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u7406\u7531\u3092\u5909\u3048\u3066\u540c\u3058\u9053\u5177\u3092\u547c\u3073\u76f4\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u62c5\u5f53\u8005\u306b\u540c\u3058\u627f\u8a8d\u304c\u4f55\u5ea6\u3082\u5c4a\u304f\u3068\u3001\u627f\u8a8d\u305d\u306e\u3082\u306e\u304c\u6d41\u3057\u898b\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Structured Output Parser \u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"account_id\": \"123456789012\",\n  \"user_name\": \"ci-deploy\",\n  \"key_no\": 1,\n  \"key_id_suffix\": \"7QXA\",\n  \"last_used\": \"2026-05-02\",\n  \"last_used_service\": \"s3\",\n  \"never_used\": false,\n  \"owner\": {\n    \"email\": \"\",\n    \"source\": \"tag | none\",\n    \"employment\": \"active | left | leave | unknown\"\n  },\n  \"ask_to\": \"owner | manager | team | investigate\",\n  \"ask_to_email\": \"\",\n  \"message_draft\": \"\",\n  \"answer\": \"stop_ok | still_used | no_answer | not_asked\",\n  \"proposal\": \"deactivate | keep | ask_again | investigate\",\n  \"reason\": \"\",\n  \"needs_human\": false\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`ask_to` \u3068 `owner.source` \u3067\u3001\u9001\u308b\u524d\u306b\u6839\u62e0\u304c\u5206\u304b\u308b\u3053\u3068\u3067\u3059\u3002** \u30bf\u30b0\u304b\u3089\u6c7a\u3081\u305f\u306e\u304b\u3001\u624b\u304c\u304b\u308a\u304c\u7121\u304b\u3063\u305f\u306e\u304b\u304c\u9805\u76ee\u306b\u51fa\u308b\u306e\u3067\u3001**`investigate` \u306e\u3082\u306e\u3060\u3051\u3092\u62c5\u5f53\u8005\u304c\u5148\u306b\u7247\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`answer` \u3068 `proposal` \u3092\u5206\u3051\u3066\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u56de\u7b54\u306f\u6301\u3061\u4e3b\u306e\u8a00\u8449\u3001\u63d0\u6848\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5224\u65ad\u3067\u3059\u3002**\u300c\u6b62\u3081\u3066\u3088\u3044\u300d\u3068\u8fd4\u3063\u3066\u304d\u3066\u3082\u3001\u5148\u9031\u4f7f\u308f\u308c\u3066\u3044\u308c\u3070 `ask_again` \u306b\u3059\u308b**\u3001\u3068\u3044\u3063\u305f\u98df\u3044\u9055\u3044\u304c\u4e00\u89a7\u3067\u898b\u3048\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001\u30ad\u30fcID\u3092\u672b\u5c3e4\u6587\u5b57\u3060\u3051\u306b\u3057\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002** \u7121\u52b9\u5316\u306e\u9053\u5177\u306f\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5074\u3067\u8a18\u9332\u304b\u3089\u5b8c\u5168\u306aID\u3092\u5f15\u3044\u3066\u6e21\u3057\u307e\u3059\u3002**Slack\u306e\u6587\u9762\u306bID\u306e\u5168\u4f53\u304c\u6b8b\u308a\u307e\u305b\u3093\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5404\u30a2\u30ab\u30a6\u30f3\u30c8\u306eIAM | HTTP Request \u30ce\u30fc\u30c9\uff08AWS \u306e\u8a8d\u8a3c\u60c5\u5831\uff09 | \u30ec\u30dd\u30fc\u30c8\u306e\u4f5c\u6210\u3068\u53d6\u5f97\u3001\u30bf\u30b0\u30fb\u30ad\u30fc\u306e\u4e00\u89a7\u30fb\u6700\u7d42\u5229\u7528\u3001\u7121\u52b9\u5316 |\n| Claude API | Anthropic Chat Model \u30ce\u30fc\u30c9 | \u805e\u304f\u76f8\u624b\u306e\u5224\u65ad\u3001\u6587\u9762\u3001\u5019\u88dc\u306e\u307e\u3068\u3081 |\n| \u793e\u54e1\u540d\u7c3f | Google Sheets \u30ce\u30fc\u30c9 | \u5728\u7c4d\u30fb\u6240\u5c5e\u30fb\u4e0a\u9577\u3092\u5f15\u304f |\n| \u78ba\u8a8d\u306e\u8a18\u9332 | Google Sheets \u30ce\u30fc\u30c9 | \u30ad\u30fc\u3054\u3068\u306e\u78ba\u8a8d\u306e\u72b6\u614b\u3092\u8aad\u307f\u66f8\u304d\u3059\u308b |\n| Slack | Slack \u30ce\u30fc\u30c9\uff08Send and Wait for Response\uff09 | \u6301\u3061\u4e3b\u3078\u306e\u78ba\u8a8d\u3068\u3001\u7121\u52b9\u5316\u306e\u627f\u8a8d |\n\n**Slack \u3067\u627f\u8a8d\u3092\u53d7\u3051\u308b\u306b\u306f\u3001n8n \u304c\u516c\u958b\u3055\u308c\u305fHTTPS\u3067\u5c4a\u304f\u5834\u6240\u306b\u3042\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002** Slack \u306e\u30a2\u30d7\u30ea\u3067 Interactivity \u3092\u6709\u52b9\u306b\u3057\u3001Request URL \u3092 `https:\/\/<n8n\u306e\u30db\u30b9\u30c8>\/webhook-waiting-slack` \u306b\u3057\u3066\u3001\u7f72\u540d\u306e\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u3092\u8a8d\u8a3c\u60c5\u5831\u306b\u5165\u308c\u307e\u3059\u3002**Restrict Who Can Approve \u306b\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e2\u540d\u3060\u3051\u3092\u5165\u308c\u307e\u3059\u3002** \u7a7a\u306e\u307e\u307e\u3060\u3068\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u898b\u3089\u308c\u308b\u4eba\u306a\u3089\u8ab0\u3067\u3082\u627f\u8a8d\u3067\u304d\u307e\u3059\u3002\n\n**Capture Who Responded \u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u8ab0\u304c\u627f\u8a8d\u3057\u305f\u304b\u304c\u51fa\u529b\u306b\u6b8b\u308a\u307e\u3059\u3002** \u7121\u52b9\u5316\u306e\u8a18\u9332\u306b\u306f\u3001\u3053\u306e\u627f\u8a8d\u8005\u3092\u5fc5\u305a\u66f8\u304d\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001`proposal` \u304c `deactivate` \u3068 `investigate` \u306e\u3082\u306e\u3001`needs_human` \u304c\u7acb\u3063\u305f\u3082\u306e\u3067\u3059\u3002** `keep` \u3068 `ask_again` \u306f\u4ef6\u6570\u3092\u6d41\u3057\u898b\u307e\u3059\u3002\n\n1. **`investigate` \u3092\u5148\u306b\u898b\u308b** \u2026 \u6301\u3061\u4e3b\u306e\u624b\u304c\u304b\u308a\u304c\u7121\u3044\u30ad\u30fc\u3067\u3059\u3002**\u6700\u5f8c\u306b\u4f7f\u308f\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u3068\u30ea\u30fc\u30b8\u30e7\u30f3\u304b\u3089\u3001\u3069\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u30ad\u30fc\u304b\u3092\u81ea\u5206\u3067\u8abf\u3079\u307e\u3059**\n2. **`deactivate` \u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b** \u2026 \u56de\u7b54\u8005\u304c\u6301\u3061\u4e3b\u672c\u4eba\u304b\u4e0a\u9577\u304b\u3001\u6700\u7d42\u5229\u7528\u304c90\u65e5\u3092\u8d85\u3048\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n3. **\u7121\u52b9\u5316\u3092\u627f\u8a8d\u3059\u308b** \u2026 Slack \u306b\u5c4a\u304f\u627f\u8a8d\u306e\u4f9d\u983c\u3067\u3001\u9053\u5177\u306e\u540d\u524d\u3068\u5165\u529b\uff08\u30a2\u30ab\u30a6\u30f3\u30c8\u3001\u30e6\u30fc\u30b6\u30fc\u3001\u30ad\u30fc\u306e\u672b\u5c3e\uff09\u3092\u78ba\u304b\u3081\u3066\u627f\u8a8d\u3057\u307e\u3059\n4. **\u7121\u52b9\u5316\u304b\u30891\u304b\u6708\u5f8c\u306b\u524a\u9664\u3092\u6c7a\u3081\u308b** \u2026 \u4f55\u3082\u6b62\u307e\u3089\u306a\u304b\u3063\u305f\u3053\u3068\u3092\u78ba\u304b\u3081\u3001\u524a\u9664\u306f\u62c5\u5f53\u8005\u304c\u81ea\u5206\u3067\u884c\u3044\u307e\u3059\n\n**2\u756a\u76ee\u3067\u3001\u56de\u7b54\u8005\u304c\u4e0a\u9577\u3060\u3063\u305f\u3082\u306e\u306f\u7279\u306b\u4e01\u5be7\u306b\u898b\u307e\u3059\u3002** \u4e0a\u9577\u306f\u3001\u90e8\u4e0b\u304c\u4f5c\u3063\u305f\u30ad\u30fc\u306e\u4f7f\u308f\u308c\u65b9\u3092\u77e5\u3089\u306a\u3044\u3053\u3068\u304c\u591a\u304f\u3001**\u300c\u305f\u3076\u3093\u8981\u3089\u306a\u3044\u300d\u3067\u6b62\u3081\u3066\u3088\u3044\u3068\u7b54\u3048\u304c\u3061\u3067\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u300160\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef68\u5206\u3067\u3059\u3002** `investigate` \u306f30\u5206\u8fd1\u304f\u304b\u304b\u308a\u3001`keep` \u306f\u6570\u5341\u79d2\u3067\u7d42\u308f\u308a\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30ec\u30dd\u30fc\u30c8\u304c\u4f5c\u6210\u4e2d | `ReportInProgress`\u3002\u6570\u5341\u79d2\u5f85\u3063\u3066\u53d6\u308a\u76f4\u3057\u30013\u56de\u3067\u300c\u53d6\u5f97\u3067\u304d\u305a\u300d |\n| \u30ec\u30dd\u30fc\u30c8\u304c\u53e4\u3044\u30fb\u7121\u3044 | `ReportExpired`\uff0f`ReportNotPresent`\u3002\u4f5c\u6210\u306e\u4f9d\u983c\u304b\u3089\u3084\u308a\u76f4\u3059 |\n| \u30ed\u30fc\u30eb\u3092\u5f15\u304d\u53d7\u3051\u3089\u308c\u306a\u3044 | \u305d\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u300c\u53d6\u5f97\u3067\u304d\u305a\u300d\u3068\u3057\u3066\u3001\u6bce\u56de\u306e\u901a\u77e5\u306b\u540d\u524d\u3092\u51fa\u3059 |\n| \u30ad\u30fc\u304c3\u672c\u4ee5\u4e0a | \u30ec\u30dd\u30fc\u30c8\u306b\u8f09\u3089\u306a\u3044\u5206\u3092\u30ad\u30fc\u306e\u4e00\u89a7\u3067\u53d6\u308b |\n| \u6301\u3061\u4e3b\u306e\u30bf\u30b0\u306e\u4eba\u304c\u540d\u7c3f\u306b\u7121\u3044 | \u9000\u8077\u304b\u5165\u529b\u306e\u8aa4\u308a\u3002\u4e0a\u9577\u304c\u5f15\u3051\u306a\u3051\u308c\u3070 `investigate` |\n| \u56de\u7b54\u304c\u300c\u307e\u3060\u4f7f\u3046\u300d\u306a\u306e\u306b\u9577\u304f\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044 | `keep` \u306b\u3057\u3001\u6b21\u306e\u78ba\u8a8d\u65e5\u3092\u56de\u7b54\u8005\u306b\u66f8\u3044\u3066\u3082\u3089\u3046 |\n| \u56de\u7b54\u304c\u300c\u6b62\u3081\u3066\u3088\u3044\u300d\u306a\u306e\u306b\u6700\u8fd1\u4f7f\u308f\u308c\u305f | `ask_again`\u3002**\u5225\u306e\u4eba\u304c\u4f7f\u3063\u3066\u3044\u308b\u6050\u308c\u3092\u62c5\u5f53\u8005\u3078** |\n| \u7121\u52b9\u5316\u306e\u627f\u8a8d\u304c\u5374\u4e0b\u3055\u308c\u305f | \u7406\u7531\u3092\u8a18\u9332\u3057\u3001\u305d\u306e\u30ad\u30fc\u306f\u7fcc\u9031\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3059 |\n| \u7121\u52b9\u5316\u306e\u3042\u3068\u3067\u554f\u3044\u5408\u308f\u305b\u304c\u6765\u305f | \u62c5\u5f53\u8005\u304c `UpdateAccessKey` \u3067 Active \u306b\u623b\u3059\u3002\u8a18\u9332\u306b\u6b8b\u3059 |\n| Claude API \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u30ad\u30fc\u3092\u672a\u51e6\u7406\u306e\u307e\u307e\u6b8b\u3057\u3001\u6b21\u306e\u5b9f\u884c\u3067\u518d\u3073\u6e21\u3059 |\n\n**3\u884c\u76ee\u3092\u9ed9\u3063\u3066\u98db\u3070\u3059\u3068\u3001\u305d\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3060\u3051\u898b\u56de\u308a\u304c\u6b62\u307e\u308a\u307e\u3059\u3002** \u30ed\u30fc\u30eb\u306e\u4fe1\u983c\u30dd\u30ea\u30b7\u30fc\u304c\u5909\u3048\u3089\u308c\u305f\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u304c\u7d44\u7e54\u304b\u3089\u5916\u308c\u305f\u3001\u3068\u3044\u3046\u7406\u7531\u3067\u8d77\u304d\u307e\u3059\u3002**\u53d6\u308c\u306a\u304b\u3063\u305f\u30a2\u30ab\u30a6\u30f3\u30c8\u306f\u3001\u4ef6\u6570\u304c0\u4ef6\u306e\u3068\u304d\u3067\u3082\u6bce\u56de\u306e\u901a\u77e5\u306b\u51fa\u3057\u307e\u3059\u3002**\n\n**8\u884c\u76ee\u30689\u884c\u76ee\u306e\u305f\u3081\u306b\u3001\u7121\u52b9\u5316\u3068\u524a\u9664\u3092\u5206\u3051\u3066\u3044\u307e\u3059\u3002** `UpdateAccessKey` \u306f\u72b6\u614b\u3092 Active \u3068 Inactive \u306e\u9593\u3067\u5909\u3048\u308b\u64cd\u4f5c\u306a\u306e\u3067\u3001**\u7121\u52b9\u5316\u306a\u3089\u623b\u305b\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5b9f\u884c\u306e\u65e5\u6642\u3068\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u3054\u3068\u306e\u30ec\u30dd\u30fc\u30c8\u306e\u4f5c\u6210\u65e5\u6642\uff08`GeneratedTime`\uff09\u3068\u53d6\u5f97\u306e\u7d50\u679c\n- \u62fe\u3063\u305f\u30ad\u30fc\u3068\u3001\u62fe\u3063\u305f\u7406\u7531\uff08\u6700\u7d42\u5229\u7528\u65e5\u3001\u307e\u305f\u306f\u4e00\u5ea6\u3082\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u3053\u3068\uff09\n- \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5165\u529b\u3068\u3001**\u9053\u5177\u306e\u547c\u3073\u51fa\u3057\u306e\u8a18\u9332**\uff08\u3069\u306e\u30bf\u30b0\u3001\u3069\u306e\u540d\u7c3f\u306e\u884c\u3092\u898b\u305f\u304b\uff09\n- \u9001\u3063\u305f\u78ba\u8a8d\u306e\u6587\u9762\u3001\u9001\u308a\u5148\u3001\u9001\u3063\u305f\u65e5\u6642\u3001\u50ac\u4fc3\u306e\u56de\u6570\n- \u56de\u7b54\u3068\u56de\u7b54\u8005\u3001`proposal` \u3068 `reason`\n- **\u7121\u52b9\u5316\u306e\u627f\u8a8d\u8005\u3068\u627f\u8a8d\u306e\u65e5\u6642**\u3001\u7121\u52b9\u5316\u306e\u5b9f\u884c\u306e\u7d50\u679c\n\n**3\u3064\u76ee\u306f\u3001\u805e\u304f\u76f8\u624b\u306e\u6c7a\u3081\u65b9\u3092\u898b\u76f4\u3059\u305f\u3081\u306b\u6b8b\u3057\u307e\u3059\u3002** Tools Agent \u306e Return Intermediate Steps \u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u9014\u4e2d\u306e\u624b\u9806\u3092\u51fa\u529b\u306b\u542b\u3081\u3089\u308c\u307e\u3059\u3002\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u76e3\u67fb\u306e\u3068\u304d\u306b\u554f\u308f\u308c\u308b\u8a18\u9332\u3067\u3059\u3002** \u8ab0\u306e\u5224\u65ad\u3067\u3001\u3044\u3064\u3001\u3069\u306e\u30ad\u30fc\u3092\u6b62\u3081\u305f\u304b\u304c\u3001Slack \u306e\u627f\u8a8d\u3068\u7d50\u3073\u4ed8\u3044\u3066\u6b8b\u308a\u307e\u3059\u3002","minimal_setup":"1. AWS\u30a2\u30ab\u30a6\u30f3\u30c8\u30921\u3064\u9078\u3073\u3001IAM\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8a8d\u8a3c\u60c5\u5831\u30ec\u30dd\u30fc\u30c8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\n2. \u8868\u8a08\u7b97\u306e\u30bd\u30d5\u30c8\u3067\u3001\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u306e\u6700\u7d42\u5229\u7528\u65e5\u304c90\u65e5\u3088\u308a\u524d\u306e\u3082\u306e\u3001`N\/A` \u306e\u3082\u306e\u306b\u5370\u3092\u4ed8\u3051\u308b\n3. \u5370\u3092\u4ed8\u3051\u305f\u30e6\u30fc\u30b6\u30fc\u306e\u30bf\u30b0\u3092\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u78ba\u304b\u3081\u3066\u66f8\u304d\u5199\u3059\n4. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u8a72\u5f53\u884c\uff08\u30ad\u30fc\u306e\u756a\u53f7\u3001\u65e5\u4ed8\u3001\u30b5\u30fc\u30d3\u30b9\uff09\u3001\u30bf\u30b0\u3001\u793e\u54e1\u540d\u7c3f\u306e\u8a72\u5f53\u884c\u3092\u8cbc\u308b\n5. \u300c\u8ab0\u306b\u78ba\u8a8d\u3092\u9001\u308b\u3079\u304d\u304b\u3092\u3001\u30bf\u30b0\u3068\u540d\u7c3f\u3067\u78ba\u304b\u3081\u3089\u308c\u308b\u4e8b\u5b9f\u3060\u3051\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 investigate \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n6. \u62c5\u5f53\u8005\u304c\u81ea\u5206\u3067\u6c7a\u3081\u305f\u9001\u308a\u5148\u3068\u898b\u6bd4\u3079\u308b\n\n**1\u3064\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306f\u5fc5\u305a\u8a66\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7d44\u3080\u524d\u306b\u3001**\u300c\u30bf\u30b0\u3068\u540d\u7c3f\u304b\u3089\u805e\u304f\u76f8\u624b\u304c\u6c7a\u3081\u3089\u308c\u308b\u306e\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u62c5\u5f53\u8005\u3068\u540c\u3058\u9001\u308a\u5148\u3092\u9078\u3093\u3060 | **\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u69cb\u7bc9\u306b\u9032\u3080** |\n| `investigate` \u304c\u534a\u5206\u3092\u8d85\u3048\u305f | **\u30bf\u30b0\u306e\u6574\u5099\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n| \u30e6\u30fc\u30b6\u30fc\u540d\u304b\u3089\u6301\u3061\u4e3b\u3092\u63a8\u3057\u91cf\u3063\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n\n**2\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u5931\u6557\u3067\u306f\u306a\u304f\u3001**\u6301\u3061\u4e3b\u63a2\u3057\u306b\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u305f\u7406\u7531\u304c\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**","minimal_setup_short":"\u30ec\u30dd\u30fc\u30c8\u3092\u624b\u3067\u843d\u3068\u3057\u3001\u8a72\u5f53\u884c\u3068\u30bf\u30b0\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u6e21\u3057\u3066\u9001\u308a\u5148\u3092\u6c7a\u3081\u3055\u305b\u308b \uff0f 1\u4ef6\u305a\u3064\u306e\u9001\u308a\u5148\u306e\u5224\u65ad","semi_auto_setup":"\u4e0a\u8a18\uff0bn8n \u306712\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u30ec\u30dd\u30fc\u30c8\u3092\u6bce\u9031\u53d6\u308a\u3001\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u30ad\u30fc\u3092\u8a18\u9332\u306e\u8868\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u30ec\u30dd\u30fc\u30c8\u306e\u53d6\u5f97\u3068\u62fe\u3044\u51fa\u3057","full_setup":"\u4e0a\u8a18\uff0b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6301\u3061\u4e3b\u3092\u7279\u5b9a\u3057\u3066\u78ba\u8a8d\u3092\u9001\u308a\u3001\u56de\u7b54\u3068\u7167\u3089\u3057\u3066\u5019\u88dc\u3092\u307e\u3068\u3081\u3001\u627f\u8a8d\u3092\u5f97\u3066\u7121\u52b9\u5316\u3059\u308b \uff0f \u62fe\u3044\u51fa\u3057\u304b\u3089\u7121\u52b9\u5316\u307e\u3067","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u3001\u7b2c4\u7ae0\u306e\u2460\u304c\u307b\u307c\u7121\u304f\u306a\u308a\u307e\u3059\u3002** 12\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u30b5\u30a4\u30f3\u30a4\u30f3\u3057\u3066CSV\u3092\u307e\u3068\u3081\u308b\u624b\u9593\u304c\u6d88\u3048\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u3067\u2461\u301c\u2463\u304c\u78ba\u8a8d\u306e\u4f5c\u696d\u306b\u5909\u308f\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001\u2461\u306e\u6301\u3061\u4e3b\u63a2\u3057\u3068\u2462\u306e\u8ffd\u3044\u304b\u3051\u304c\u30011\u4ef6\u305a\u3064\u306e\u624b\u4f5c\u696d\u3060\u304b\u3089\u3067\u3059\u3002\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30921\u304b\u6708\u56de\u3059\u3068\u3001**\u30bf\u30b0\u306e\u7121\u3044\u30e6\u30fc\u30b6\u30fc\u3068\u3001\u30ed\u30fc\u30eb\u3092\u5f15\u304d\u53d7\u3051\u3089\u308c\u306a\u3044\u30a2\u30ab\u30a6\u30f3\u30c8**\u304c\u5206\u304b\u308a\u307e\u3059\u3002\u305d\u3053\u3092\u7247\u4ed8\u3051\u3066\u304b\u3089\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8db3\u3057\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5148\u9031\u4f5c\u3063\u305f\u30ad\u30fc\u306b\u78ba\u8a8d\u304c\u98db\u3076 | `N\/A` \u306f\u4e00\u5ea6\u3082\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3002**\u4f5c\u6210\u65e5\u6642\u304b\u3089\u65e5\u6570\u3092\u6570\u3048\u308b** |\n| 3\u672c\u76ee\u306e\u30ad\u30fc\u304c\u6f0f\u308c\u308b | \u30ec\u30dd\u30fc\u30c8\u306f\u6700\u521d\u306e2\u672c\u3060\u3051\u3002**`additional_credentials_info` \u3092\u898b\u3066\u30ad\u30fc\u306e\u4e00\u89a7\u3092\u53d6\u308b** |\n| \u7121\u52b9\u5316\u3057\u3088\u3046\u3068\u3057\u3066ID\u304c\u7121\u3044 | \u30ec\u30dd\u30fc\u30c8\u306bID\u306f\u8f09\u3089\u306a\u3044\u3002**\u30ad\u30fc\u306e\u4e00\u89a7\u3067ID\u3092\u53d6\u308b** |\n| \u30e6\u30fc\u30b6\u30fc\u540d\u304b\u3089\u6301\u3061\u4e3b\u3092\u6c7a\u3081\u308b | \u30bf\u30b0\u3068\u540d\u7c3f\u3067\u78ba\u304b\u3081\u3089\u308c\u306a\u3044\u4eba\u3092\u6301\u3061\u4e3b\u306b\u3057\u306a\u3044 |\n| \u8fd4\u4e8b\u304c\u7121\u3044\u30ad\u30fc\u3092\u6b62\u3081\u308b | \u8fd4\u4e8b\u304c\u7121\u3044\u3053\u3068\u3092\u4e0d\u8981\u3068\u307f\u306a\u3055\u306a\u3044\u3002**\u76f8\u624b\u3092\u66ff\u3048\u308b** |\n| \u8ab0\u3067\u3082\u627f\u8a8d\u3067\u304d\u3066\u3057\u307e\u3046 | **Restrict Who Can Approve \u306b\u62c5\u5f53\u8005\u3060\u3051\u3092\u5165\u308c\u308b** |\n| \u5374\u4e0b\u306e\u3042\u3068\u306b\u540c\u3058\u627f\u8a8d\u304c\u4f55\u5ea6\u3082\u5c4a\u304f | \u5374\u4e0b\u3055\u308c\u305f\u3089\u540c\u3058\u30ad\u30fc\u3067\u547c\u3073\u76f4\u3055\u306a\u3044\u3068\u6307\u793a\u3059\u308b |\n| n8n \u306e\u9577\u671f\u306e\u30ad\u30fc\u304c\u5897\u3048\u308b | **AWS (Assume Role) \u3067\u8a8d\u8a3c\u3059\u308b** |\n| 1\u3064\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u304c\u9ed9\u3063\u3066\u629c\u3051\u308b | \u53d6\u5f97\u3067\u304d\u306a\u304b\u3063\u305f\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u6bce\u56de\u306e\u901a\u77e5\u306b\u51fa\u3059 |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u62fe\u3044\u51fa\u3057\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082**\u8a8d\u8a3c\u60c5\u5831\u30ec\u30dd\u30fc\u30c8\u306e\u4ed5\u69d8\u306e\u8aad\u307f\u9055\u3044\u304b\u3089\u8d77\u304d\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** IAM\u30e6\u30fc\u30b6\u30fc\u306e\u540d\u524d\u3001ARN\u3001\u30ad\u30fc\u306e\u72b6\u614b\u3068\u4f7f\u308f\u308c\u65b9\u3001\u30bf\u30b0\u3001**\u793e\u54e1\u306e\u6c0f\u540d\u30fb\u6240\u5c5e\u30fb\u4e0a\u9577\u30fb\u5728\u7c4d\u306e\u72b6\u614b**\u3001\u78ba\u8a8d\u306e\u56de\u7b54\u3067\u3059\u3002\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u306f\u6271\u3044\u307e\u305b\u3093\u3002\n\n1. **\u7121\u52b9\u5316\u306e\u6a29\u9650\u3092\u6301\u3064\u30ed\u30fc\u30eb\u3092\u7d5e\u308b** \u2026 \u6a29\u9650\u306f\u30ec\u30dd\u30fc\u30c8\u306e\u4f5c\u6210\u3068\u53d6\u5f97\u3001\u30bf\u30b0\u3068\u30ad\u30fc\u306e\u4e00\u89a7\u3068\u6700\u7d42\u5229\u7528\u306e\u8aad\u307f\u53d6\u308a\u3001`UpdateAccessKey` \u3060\u3051\u306b\u3057\u307e\u3059\u3002**\u524a\u9664\u306e\u6a29\u9650\u306f\u4e0e\u3048\u307e\u305b\u3093**\n2. **\u627f\u8a8d\u3067\u304d\u308b\u4eba\u3092\u7d5e\u308b** \u2026 Restrict Who Can Approve \u306b\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u62c5\u5f53\u8005\u3060\u3051\u3092\u5165\u308c\u3001Capture Who Responded \u3067\u627f\u8a8d\u8005\u3092\u6b8b\u3057\u307e\u3059\n3. **AI\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u7d5e\u308b** \u2026 \u6e21\u3059\u306e\u306f\u30ad\u30fc\u306e\u756a\u53f7\u3068\u65e5\u4ed8\u3001\u30bf\u30b0\u3001\u540d\u7c3f\u306e\u8a72\u5f53\u8005\u306e\u884c\u3060\u3051\u3067\u3059\u3002**\u540d\u7c3f\u306e\u5168\u4f53\u3084\u3001\u30ad\u30fcID\u306e\u5168\u4f53\u3092\u6e21\u3057\u307e\u305b\u3093**\n4. **Slack \u306e\u6587\u9762\u306bID\u306e\u5168\u4f53\u3092\u8f09\u305b\u306a\u3044** \u2026 \u672b\u5c3e4\u6587\u5b57\u306b\u3068\u3069\u3081\u3001\u5b8c\u5168\u306aID\u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5074\u3067\u8a18\u9332\u304b\u3089\u5f15\u304d\u307e\u3059\n5. **\u5728\u7c4d\u306e\u72b6\u614b\u3092\u6271\u3046** \u2026 \u9000\u8077\u30fb\u4f11\u8077\u306f\u500b\u4eba\u306e\u60c5\u5831\u3067\u3059\u3002**`employment` \u306f\u62c5\u5f53\u8005\u3060\u3051\u304c\u898b\u308b\u8a18\u9332\u306b\u7f6e\u304d\u3001\u78ba\u8a8d\u306e\u6587\u9762\u306b\u306f\u66f8\u304d\u307e\u305b\u3093**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u4f7f\u308f\u308c\u3066\u3044\u308b\u30ad\u30fc\u3092\u6b62\u3081\u3066\u9023\u643a\u3092\u6b62\u3081\u308b\u3053\u3068\u3068\u3001\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u30ad\u30fc\u3092\u6b8b\u3057\u7d9a\u3051\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u56de\u7b54\u3068\u6700\u7d42\u5229\u7528\u306e\u7167\u5408\u3068\u4eba\u306e\u627f\u8a8d\u3067\u3001\u5f8c\u8005\u306f\u9031\u3054\u3068\u306e\u8ffd\u3044\u304b\u3051\u3068 `investigate` \u306e\u8abf\u67fb\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u8907\u6570\u306eAWS\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u6301\u3061\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u9023\u643a\u306e\u305f\u3081\u306bIAM\u30e6\u30fc\u30b6\u30fc\u306e\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u304c\u5404\u30c1\u30fc\u30e0\u3067\u767a\u884c\u3055\u308c\u3066\u304d\u305fIT\u30fbSaaS\u4f01\u696d\u3001\u91d1\u878d\u3001EC\u3001\u5e83\u544a\u4f1a\u793e\u3002\u9577\u304f\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u30ad\u30fc\u3092\u898b\u3064\u3051\u3066\u3082\u3001\u6301\u3061\u4e3b\u304c\u8ab0\u304b\u3001\u307e\u3060\u4f7f\u3046\u4e88\u5b9a\u304c\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\u4f5c\u696d\u304c\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u62c5\u5f53\u8005\u306e\u624b\u4f5c\u696d\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3002IAM\u30e6\u30fc\u30b6\u30fc\u306b\u6301\u3061\u4e3b\u306e\u30bf\u30b0\u3092\u4ed8\u3051\u308b\u904b\u7528\u3092\u59cb\u3081\u3089\u308c\u308b\u5834\u5408\u3002","not_recommended_for":"AWS\u30a2\u30ab\u30a6\u30f3\u30c8\u304c1\u3064\u3067\u3001\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u304c\u6570\u672c\u3057\u304b\u306a\u3044\u5834\u5408\u3002\u3059\u3067\u306bIAM\u30e6\u30fc\u30b6\u30fc\u306e\u9577\u671f\u306e\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u3092\u4f7f\u308f\u306a\u3044\u904b\u7528\uff08\u4e00\u6642\u7684\u306a\u8a8d\u8a3c\u60c5\u5831\u3078\u306e\u5207\u308a\u66ff\u3048\uff09\u3092\u7d42\u3048\u3066\u3044\u308b\u5834\u5408\u3002n8n \u3092\u793e\u5916\u306b\u516c\u958b\u3067\u304d\u308b\u5834\u6240\u3067\u52d5\u304b\u305b\u305a\u3001Slack \u304b\u3089\u306e\u627f\u8a8d\u306e\u53d7\u3051\u53d6\u308a\u304c\u3067\u304d\u306a\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u3069\u306e\u30ad\u30fc\u3092\u6b62\u3081\u3066\u3088\u3044\u304b\u306e\u6700\u7d42\u5224\u65ad\u3068\u3001\u6b62\u3081\u305f\u3053\u3068\u3067\u696d\u52d9\u306e\u30b7\u30b9\u30c6\u30e0\u304c\u6b62\u307e\u3063\u305f\u3068\u304d\u306e\u8cac\u4efb\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a`owner` \u30bf\u30b0\u3092\u4ed8\u3051\u308b**\n\n\u30a2\u30af\u30bb\u30b9\u30ad\u30fc\u306e\u4ed8\u3044\u305fIAM\u30e6\u30fc\u30b6\u30fc\u306b\u3001**\u6301\u3061\u4e3b\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3092 `owner` \u30bf\u30b0\u3067\u4ed8\u3051\u307e\u3059\u3002** \u5168\u90e8\u3092\u4e00\u5ea6\u306b\u4ed8\u3051\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u672c\u756a\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u304b\u3089\u59cb\u3081\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a1\u3064\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u8a66\u3059**\n\n\u30ec\u30dd\u30fc\u30c8\u3092\u624b\u3067\u843d\u3068\u3057\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u9001\u308a\u5148\u3092\u6c7a\u3081\u3055\u305b\u307e\u3059\u3002**\u30e6\u30fc\u30b6\u30fc\u540d\u304b\u3089\u63a8\u3057\u91cf\u3063\u3066\u3044\u306a\u3044\u304b\u3001`investigate` \u304c\u3069\u308c\u3060\u3051\u51fa\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u30ec\u30dd\u30fc\u30c8\u306e\u53d6\u5f97\u3068\u62fe\u3044\u51fa\u3057\u3092\u3064\u306a\u3050**\n\nn8n \u306712\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u30ec\u30dd\u30fc\u30c8\u3092\u53d6\u308a\u3001\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u30ad\u30fc\u3092\u8a18\u9332\u306e\u8868\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5165\u308c\u305a\u3001\u62fe\u3044\u51fa\u3057\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3060\u3051\u30921\u9031\u9593\u898b\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u53d6\u308c\u306a\u3044\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u30bf\u30b0\u306e\u7121\u3044\u30e6\u30fc\u30b6\u30fc\u3092\u7247\u4ed8\u3051\u308b**\n\n\u30ed\u30fc\u30eb\u3092\u5f15\u304d\u53d7\u3051\u3089\u308c\u306a\u304b\u3063\u305f\u30a2\u30ab\u30a6\u30f3\u30c8\u3001\u30bf\u30b0\u306e\u7121\u3044\u30e6\u30fc\u30b6\u30fc\u3092\u6d17\u3044\u51fa\u3057\u3001\u30ed\u30fc\u30eb\u3092\u76f4\u3059\u304b\u30bf\u30b0\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n**2\u304b\u6708\u76ee\uff1a** \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8db3\u3057\u3001\u78ba\u8a8d\u306e\u6587\u9762\u3068\u9001\u4fe1\u307e\u3067\u3092\u52d5\u304b\u3057\u307e\u3059\u3002**\u7121\u52b9\u5316\u306e\u9053\u5177\u306f\u307e\u3060\u3064\u306a\u304e\u307e\u305b\u3093\u3002** **3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u7121\u52b9\u5316\u306e\u9053\u5177\u3092\u4eba\u306e\u627f\u8a8d\u4ed8\u304d\u3067\u8db3\u3057\u30011\u4ef628\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u627f\u8a8d\u3057\u3066\u6b62\u3081\u305f\u30ad\u30fc\u306e\u3046\u3061\u3001\u623b\u3059\u3053\u3068\u306b\u306a\u3063\u305f\u3082\u306e\u304c0\u4ef6\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0379","UC-0820","UC-0870","UC-0065"],"related_articles":[{"id":7760,"slug":"ai-agent-governance-tosei","title":"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30ac\u30d0\u30ca\u30f3\u30b9\uff5c\u30e2\u30c7\u30eb\u306e\u7d71\u5236\u3068\u306f\u5225\u7269"},{"id":7208,"slug":"agent-eval-toha","title":"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u8a55\u4fa1\u3068\u306f\uff1f\uff5c\u7b54\u3048\u3060\u3051\u3067\u306f\u6e2c\u308c\u306a\u3044"},{"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":"| 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Trigger](https:\/\/docs.n8n.io\/integrations\/builtin\/core-nodes\/n8n-nodes-base.scheduletrigger\/) | 2026-10-08 |\n| Return Intermediate Steps\u3001Max Iterations | [n8n Docs: Tools Agent](https:\/\/docs.n8n.io\/integrations\/builtin\/cluster-nodes\/root-nodes\/n8n-nodes-langchain.agent\/tools-agent\/) | 2026-10-08 |\n| \u9053\u5177\u306e\u547c\u3073\u51fa\u3057\u3078\u306e\u4eba\u306e\u78ba\u8a8d\u3002\u627f\u8a8d\u30fb\u5374\u4e0b\u306e\u3068\u304d\u306e\u52d5\u304d | [n8n Docs: Human-in-the-loop for AI tool calls](https:\/\/docs.n8n.io\/advanced-ai\/human-in-the-loop-tools\/) | 2026-10-08 |\n| Request URL\u3001Restrict Who Can Approve\u3001Capture Who Responded\u3001\u516c\u958b\u3055\u308c\u305fHTTPS\u304c\u8981\u308b\u3053\u3068 | [n8n Docs: Approvals in Slack](https:\/\/docs.n8n.io\/integrations\/builtin\/app-nodes\/n8n-nodes-base.slack\/approvals\/) | 2026-10-08 |\n| 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