{"id":15128,"date":"2026-10-13T09:37:11","date_gmt":"2026-10-13T00:37:11","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/inhouse-script-code-review\/"},"modified":"2026-10-13T09:38:58","modified_gmt":"2026-10-13T00:38:58","slug":"inhouse-script-code-review","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/inhouse-script-code-review\/","title":{"rendered":"\u90e8\u7f72\u3067\u4f5c\u3063\u305f Python\u30fbGAS \u306e\u696d\u52d9\u7528\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u6bce\u6708\u96c6\u3081\u3066\u8aad\u307f\u3001\u8a8d\u8a3c\u60c5\u5831\u306e\u76f4\u66f8\u304d\u30fb\u5168\u4ef6\u524a\u9664\u30fb\u4f8b\u5916\u306e\u63e1\u308a\u3064\u3076\u3057\u306a\u3069\u5371\u306a\u3044\u66f8\u304d\u65b9\u3092\u5224\u5b9a\u3057\u3066\u6301\u3061\u4e3b\u306b\u76f4\u3057\u65b9\u3092\u8fd4\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u5404\u90e8\u7f72\u304c\u4f5c\u3063\u305f Python \u3068 Google Apps Script \u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u6bce\u6708\u96c6\u3081\u3001\u8a8d\u8a3c\u60c5\u5831\u306e\u76f4\u66f8\u304d\u3084\u78ba\u8a8d\u306a\u3057\u306e\u5168\u4ef6\u524a\u9664\u306a\u3069\u306e\u5371\u306a\u3044\u66f8\u304d\u65b9\u3092\u5224\u5b9a\u3057\u307e\u3059\u3002\u8a72\u5f53\u3059\u308b\u884c\u3068\u76f4\u3057\u65b9\u3092\u6301\u3061\u4e3b\u306b\u8fd4\u3057\u3001\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u62c5\u5f53\u306f\u5224\u5b9a\u306e\u78ba\u8a8d\u3068\u96e3\u3057\u3044\u3082\u306e\u306b\u7d5e\u3063\u3066\u95a2\u308f\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1282","platform_main":"Claude","publish_date":"","last_updated":"2026-10-13","tech_verified_date":"2026-10-12","trigger":"**\u6bce\u67081\u65e5\u306e\u5b9a\u6642\u306b\u52d5\u304b\u3057\u307e\u3059\u3002** \u70b9\u691c\u306e\u5bfe\u8c61\u306f\u3001\u53f0\u5e33\u304b\u3089\u6b21\u306e3\u3064\u3092\u629c\u304d\u51fa\u3057\u3066\u6c7a\u3081\u307e\u3059\u3002\n\n| \u5bfe\u8c61 | \u629c\u304d\u51fa\u3057\u65b9 |\n|:--|:--|\n| \u65b0\u3057\u304f\u767b\u9332\u3055\u308c\u305f\u3082\u306e | \u53f0\u5e33\u306e\u767b\u9332\u65e5\u304c\u5148\u6708\u306e\u3082\u306e |\n| \u5909\u66f4\u3055\u308c\u305f\u3082\u306e | Python \u306f\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u6700\u7d42\u306e\u5909\u66f4\u65e5\u3001Apps Script \u306f `updateTime` \u304c\u524d\u56de\u306e\u70b9\u691c\u306e\u65e5\u3088\u308a\u65b0\u3057\u3044\u3082\u306e |\n| \u5b9a\u671f\u306e\u898b\u76f4\u3057\u306e\u756a\u304c\u6765\u305f\u3082\u306e | \u524d\u56de\u306e\u70b9\u691c\u304b\u308911\u304b\u6708\u3092\u8d85\u3048\u305f\u3082\u306e |\n\n**2\u884c\u76ee\u304c\u3001\u3053\u308c\u307e\u3067\u306e\u70b9\u691c\u306b\u7121\u304b\u3063\u305f\u3082\u306e\u3067\u3059\u3002** \u767b\u9332\u306e\u3068\u304d\u3060\u3051\u8aad\u3080\u904b\u7528\u3067\u306f\u3001**\u767b\u9332\u306e\u5f8c\u306e\u5909\u66f4\u304c\u70b9\u691c\u3055\u308c\u307e\u305b\u3093\u3002** \u6bce\u6708\u3001\u5909\u66f4\u306e\u65e5\u4ed8\u3068\u70b9\u691c\u306e\u65e5\u4ed8\u3092\u6bd4\u3079\u308b\u3053\u3068\u3067\u3001\u5909\u66f4\u3055\u308c\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5fc5\u305a\u7fcc\u6708\u306e\u70b9\u691c\u306b\u5165\u308a\u307e\u3059\u3002\n\n**\u5b9a\u6642\u306b\u4e00\u62ec\u3067\u52d5\u304b\u3059\u306e\u306f\u3001\u6025\u304e\u306e\u696d\u52d9\u3067\u306f\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u70b9\u691c\u306e\u7d50\u679c\u306f\u6708\u306e\u521d\u3081\u306e\u6570\u65e5\u3067\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3001\u6301\u3061\u4e3b\u306b\u8fd4\u3057\u307e\u3059\u3002**\u65b0\u3057\u304f\u767b\u9332\u3055\u308c\u305f\u3082\u306e\u3092\u3059\u3050\u306b\u898b\u305f\u3044\u3068\u304d\u306f\u3001\u53f0\u5e33\u306e\u767b\u9332\u3092\u304d\u3063\u304b\u3051\u306b1\u672c\u3060\u3051\u52d5\u304b\u3059\u7d4c\u8def\u3082\u4f5c\u308c\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u30bd\u30fc\u30b9 | Python \u306e\u30d5\u30a1\u30a4\u30eb\u3001Apps Script \u306e `SERVER_JS` \u3068 `HTML` \u306e\u30d5\u30a1\u30a4\u30eb | \u30ea\u30dd\u30b8\u30c8\u30ea\uff0fApps Script API |\n| \u30de\u30cb\u30d5\u30a7\u30b9\u30c8 | Apps Script \u306e `appsscript.json`\uff08\u6a29\u9650\u306e\u30b9\u30b3\u30fc\u30d7\uff09 | Apps Script API |\n| \u89e3\u6790\u306e\u7d50\u679c | Bandit \u306e\u691c\u51fa\uff08\u30c6\u30b9\u30c8\u306e\u756a\u53f7\u3001\u884c\u3001\u91cd\u3055\u3001\u78ba\u304b\u3055\uff09 | Bandit \u306e JSON \u51fa\u529b |\n| \u6587\u5b57\u5217\u306e\u691c\u7d22\u306e\u7d50\u679c | \u30ad\u30fc\u30fb\u30c8\u30fc\u30af\u30f3\u3089\u3057\u3044\u6587\u5b57\u5217\u306e\u884c | \u53ce\u96c6\u306e\u30d7\u30ed\u30b0\u30e9\u30e0 |\n| \u53f0\u5e33\u306e\u60c5\u5831 | \u30b9\u30af\u30ea\u30d7\u30c8\u306e\u76ee\u7684\u3001\u6301\u3061\u4e3b\u3001\u4f7f\u3046\u30c7\u30fc\u30bf\u3001\u52d5\u304b\u3059\u983b\u5ea6 | \u767b\u9332\u306e\u53f0\u5e33 |\n| \u89b3\u70b9\u306e\u8868 | 8\u3064\u306e\u89b3\u70b9\u3001\u8a72\u5f53\u306e\u4f8b\u3001\u76f4\u3057\u65b9\u306e\u6c7a\u307e\u308a | \u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u304c\u4f5c\u308b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u53f0\u5e33\u306e\u76ee\u7684\u306e\u6b04\u3067\u3059\u3002** \u540c\u3058\u300c\u8868\u306e\u5168\u884c\u3092\u6d88\u3059\u300d\u51e6\u7406\u3067\u3082\u3001**\u6bce\u671d\u4f5c\u308a\u76f4\u3059\u96c6\u8a08\u7528\u306e\u8868\u306a\u3089\u554f\u984c\u304c\u306a\u304f\u3001\u53d7\u6ce8\u306e\u53f0\u5e33\u306a\u3089\u91cd\u5927\u3067\u3059\u3002** \u76ee\u7684\u304c\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u3001AI\u306f\u66f8\u304d\u65b9\u3060\u3051\u3067\u5224\u5b9a\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u3001\u8a72\u5f53\u306a\u3057\u3068\u91cd\u3044\u306e\u533a\u5225\u304c\u4ed8\u304d\u307e\u305b\u3093\u3002\n\n**Bandit \u306f\u3001Python \u306e\u30bd\u30fc\u30b9\u3092\u89e3\u6790\u3057\u3066\u5371\u306a\u3044\u66f8\u304d\u65b9\u3092\u63a2\u3059\u30c4\u30fc\u30eb\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001Bandit \u306f\u5404\u30d5\u30a1\u30a4\u30eb\u3092\u51e6\u7406\u3057\u3066 AST\uff08\u69cb\u6587\u306e\u6728\uff09\u3092\u4f5c\u308a\u3001**\u305d\u306e\u7bc0\u306b\u5bfe\u3057\u3066\u8a72\u5f53\u3059\u308b\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u52d5\u304b\u3057**\u3001\u5168\u90e8\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u898b\u7d42\u3048\u305f\u3089\u5831\u544a\u3092\u51fa\u3059\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5831\u544a\u306e\u5f62\u306b\u306f JSON \u3084 SARIF \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u7279\u306b\u4f7f\u3046\u306e\u306f\u3001\u6b21\u306e\u691c\u51fa\u3067\u3059\u3002**\n\n| Bandit \u306e\u30c6\u30b9\u30c8 | \u5185\u5bb9 | \u5bfe\u5fdc\u3059\u308b\u89b3\u70b9 |\n|:--|:--|:--|\n| B105\uff0fB106 | \u30d1\u30b9\u30ef\u30fc\u30c9\u3089\u3057\u3044\u6587\u5b57\u5217\u306e\u76f4\u66f8\u304d\u3001\u95a2\u6570\u306e\u5f15\u6570\u3078\u306e\u76f4\u66f8\u304d | \u2460 \u8a8d\u8a3c\u60c5\u5831\u306e\u76f4\u66f8\u304d |\n| B110\uff0fB112 | \u4f8b\u5916\u3092\u53d7\u3051\u3066 pass\u3001continue \u3060\u3051\u3092\u3059\u308b | \u2462 \u4f8b\u5916\u306e\u63e1\u308a\u3064\u3076\u3057 |\n| B113 | \u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3092\u4ed8\u3051\u306a\u3044\u901a\u4fe1 | \u2467 \u7d42\u308f\u3089\u306a\u3044\u7e70\u308a\u8fd4\u3057 |\n| B501 | \u8a3c\u660e\u66f8\u306e\u691c\u8a3c\u3092\u7121\u52b9\u306b\u3057\u305f\u901a\u4fe1 | \u2466 \u901a\u4fe1\u306e\u691c\u8a3c\u306e\u7121\u52b9\u5316 |\n| B602 | shell=True \u3067\u306e\u30b3\u30de\u30f3\u30c9\u306e\u5b9f\u884c | \u2461 \u5168\u4ef6\u306e\u524a\u9664\u30fb\u4e0a\u66f8\u304d\uff08\u30b3\u30de\u30f3\u30c9\u306e\u7d44\u307f\u7acb\u3066\u306b\u3088\u308b\uff09 |\n\n**Apps Script \u306b\u306f Bandit \u304c\u4f7f\u3048\u306a\u3044\u306e\u3067\u3001\u6587\u5b57\u5217\u306e\u691c\u7d22\u3068AI\u306e\u5224\u5b9a\u3060\u3051\u3067\u898b\u307e\u3059\u3002** \u305d\u306e\u5206\u3001Apps Script \u306e\u5224\u5b9a\u306f\u300c\u5224\u65ad\u3067\u304d\u306a\u3044\u300d\u306b\u5012\u308c\u3084\u3059\u304f\u3057\u3066\u304a\u304d\u307e\u3059\u3002","data_source":"**Python \u306e\u30bd\u30fc\u30b9\u306f\u3001\u793e\u5185\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u304b\u3089\u53f0\u5e33\u306b\u767b\u9332\u3055\u308c\u305f\u7f6e\u304d\u5834\u6240\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002** \u53d6\u308a\u51fa\u3057\u305f\u3089 Bandit \u3092\u5831\u544a\u306e\u5f62\u3092 JSON \u306b\u3057\u3066\u52d5\u304b\u3057\u3001\u7d50\u679c\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\n\n**Apps Script \u306e\u30bd\u30fc\u30b9\u306f\u3001\u53f0\u5e33\u306b\u767b\u9332\u3055\u308c\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u306eID\u3067 projects.getContent \u3092\u547c\u3073\u307e\u3059\u3002** \u547c\u3073\u51fa\u3057\u306b\u306f\u3001\u70b9\u691c\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u5404\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u8aad\u3080\u6a29\u9650\u304c\u8981\u308a\u307e\u3059\u3002**\u90e8\u7f72\u304c\u4f5c\u3063\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u3001\u70b9\u691c\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u95b2\u89a7\u8005\u3068\u3057\u3066\u5171\u6709\u3057\u3066\u3082\u3089\u3046\u3053\u3068\u3092\u3001\u767b\u9332\u306e\u6c7a\u307e\u308a\u306b\u52a0\u3048\u307e\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| `files[].source`\uff08`SERVER_JS`\uff09 | projects.getContent | \u5224\u5b9a\u3059\u308b\u30bd\u30fc\u30b9 |\n| `files[].source`\uff08`JSON` \u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\uff09 | projects.getContent | `oauthScopes` \u304b\u3089\u6a29\u9650\u306e\u5e83\u3055\u3092\u898b\u308b |\n| `files[].updateTime` | projects.getContent | \u70b9\u691c\u306e\u5f8c\u306b\u5909\u66f4\u3055\u308c\u305f\u304b\u3092\u898b\u308b |\n| `files[].lastModifyUser` | projects.getContent | \u53f0\u5e33\u306e\u6301\u3061\u4e3b\u3068\u9055\u3046\u4eba\u304c\u76f4\u3057\u305f\u304b\u3092\u898b\u308b |\n| Bandit \u306e `results` | Bandit \u306e JSON \u51fa\u529b | \u884c\u3054\u3068\u306e\u691c\u51fa |\n\n**4\u884c\u76ee\u306e\u300c\u6700\u5f8c\u306b\u76f4\u3057\u305f\u4eba\u300d\u306f\u3001\u6301\u3061\u4e3b\u304c\u7570\u52d5\u3057\u305f\u5f8c\u306b\u5225\u306e\u4eba\u304c\u76f4\u3057\u3066\u3044\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u898b\u3064\u3051\u308b\u306e\u306b\u4f7f\u3044\u307e\u3059\u3002** \u53f0\u5e33\u306e\u6301\u3061\u4e3b\u3068\u9055\u3046\u4eba\u304c\u76f4\u3057\u3066\u3044\u308c\u3070\u3001**\u53f0\u5e33\u306e\u66f4\u65b0\u304c\u6f0f\u308c\u3066\u3044\u308b\u304b\u3001\u5f15\u304d\u7d99\u304e\u304c\u3067\u304d\u3066\u3044\u306a\u3044\u5408\u56f3\u3067\u3059\u3002**\n\n**\u53d6\u308a\u51fa\u3057\u305f\u30bd\u30fc\u30b9\u306f\u3001\u70b9\u691c\u306e\u3042\u3044\u3060\u3060\u3051\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u306e\u4f5c\u696d\u7528\u306e\u5834\u6240\u306b\u7f6e\u304d\u307e\u3059\u3002** \u90e8\u7f72\u306e\u30d5\u30a9\u30eb\u30c0\u3084\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u3001\u70b9\u691c\u306e\u7d50\u679c\u3092\u66f8\u304d\u623b\u3059\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002","preprocessing":"1. **\u53f0\u5e33\u3068\u30bd\u30fc\u30b9\u306e\u5bfe\u5fdc\u3092\u78ba\u304b\u3081\u308b** \u2026 \u53f0\u5e33\u306e\u7f6e\u304d\u5834\u6240\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u7121\u3044\u3082\u306e\u3001ID\u3067\u53d6\u308a\u51fa\u305b\u306a\u3044\u3082\u306e\u306f\u300c\u53d6\u308a\u51fa\u305b\u306a\u3044\u300d\u3068\u3057\u3066\u4e00\u89a7\u306b\u6b8b\u3057\u307e\u3059\n2. **\u30ad\u30fc\u30fb\u30c8\u30fc\u30af\u30f3\u3089\u3057\u3044\u6587\u5b57\u5217\u3092\u4f0f\u305b\u308b** \u2026 \u691c\u7d22\u3067\u898b\u3064\u304b\u3063\u305f\u5024\u306f\u3001**AI\u306b\u6e21\u3059\u524d\u306b `***MASKED***` \u306b\u7f6e\u304d\u63db\u3048**\u3001\u884c\u756a\u53f7\u3060\u3051\u3092\u6b8b\u3057\u307e\u3059\n3. **\u9577\u3044\u30bd\u30fc\u30b9\u3092\u5206\u3051\u308b** \u2026 1,000\u884c\u3092\u8d85\u3048\u308b\u3082\u306e\u306f\u3001\u95a2\u6570\u3084\u30d5\u30a1\u30a4\u30eb\u306e\u5358\u4f4d\u3067\u5206\u3051\u3066\u5224\u5b9a\u3055\u305b\u3001\u7d50\u679c\u3092\u5408\u308f\u305b\u307e\u3059\n4. **\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u306e\u6a29\u9650\u3092\u4e00\u89a7\u306b\u3059\u308b** \u2026 `oauthScopes` \u3092\u53d6\u308a\u51fa\u3057\u3001Drive \u3084\u30e1\u30fc\u30eb\u306e\u5168\u4f53\u306b\u53ca\u3076\u30b9\u30b3\u30fc\u30d7\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\n5. **Bandit \u306e\u7d50\u679c\u3092\u884c\u756a\u53f7\u3067\u30bd\u30fc\u30b9\u306b\u7d50\u3073\u4ed8\u3051\u308b** \u2026 AI\u304c\u300c\u3053\u306e\u884c\u306e\u691c\u51fa\u300d\u3068\u3057\u3066\u8aad\u3081\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n6. **\u524d\u56de\u306e\u70b9\u691c\u306e\u7d50\u679c\u3092\u4ed8\u3051\u308b** \u2026 \u524d\u56de\u306e\u6307\u6458\u304c\u76f4\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b\u305f\u3081\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8a8d\u8a3c\u60c5\u5831\u306e\u76f4\u66f8\u304d\u3092\u63a2\u3059\u305f\u3081\u306b\u3001**\u76f4\u66f8\u304d\u3055\u308c\u305f\u30ad\u30fc\u305d\u306e\u3082\u306e\u3092\u5916\u90e8\u306eAPI\u306b\u9001\u308b\u3053\u3068\u306b\u306a\u3063\u3066\u306f\u672c\u672b\u8ee2\u5012\u3067\u3059\u3002** \u5024\u306f\u4f0f\u305b\u3001\u300c\u3053\u306e\u884c\u306b\u76f4\u66f8\u304d\u304c\u3042\u308b\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002\n\n**4\u756a\u76ee\u306e\u6a29\u9650\u306e\u5e83\u3055\u306f\u3001Apps Script \u3067\u7279\u306b\u52b9\u304d\u307e\u3059\u3002** \u53d7\u6ce8\u306e\u8868\u30921\u679a\u3060\u3051\u8aad\u3080\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u3001**Drive \u306e\u5168\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u66f8\u304d\u3067\u304d\u308b\u6a29\u9650\u3092\u6301\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u52d5\u3044\u3066\u3044\u308b\u3046\u3061\u306f\u554f\u984c\u306b\u306a\u308a\u307e\u305b\u3093\u304c\u3001\u4e57\u3063\u53d6\u3089\u308c\u305f\u3068\u304d\u306e\u88ab\u5bb3\u306e\u7bc4\u56f2\u304c\u5909\u308f\u308a\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u30018\u3064\u306e\u89b3\u70b9\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u8a72\u5f53\u3059\u308b\u304b\u3001\u3069\u306e\u884c\u304b\u3001\u91cd\u3055\u306f\u3069\u3046\u304b\u3001\u3069\u3046\u76f4\u3059\u304b\u3092\u5224\u5b9a\u3059\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u89b3\u70b9 | \u5224\u5b9a\u306e\u4ed5\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u2460 \u8a8d\u8a3c\u60c5\u5831\u306e\u76f4\u66f8\u304d | \u4f0f\u305b\u305f\u5024\u306e\u884c\u3068 Bandit \u306e B105\uff0fB106 \u3092\u898b\u3066\u3001\u672c\u5f53\u306b\u8a8d\u8a3c\u60c5\u5831\u304b | \u5024\u304c\u4f0f\u305b\u3089\u308c\u3066\u3044\u3066\u7a2e\u985e\u304c\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u300c\u5224\u65ad\u3067\u304d\u306a\u3044\u300d |\n| \u2461 \u5168\u4ef6\u306e\u524a\u9664\u30fb\u4e0a\u66f8\u304d | \u524a\u9664\u30fb\u4e0a\u66f8\u304d\u30fb\u30b4\u30df\u7bb1\u3078\u306e\u79fb\u52d5\u306b\u3001\u4ef6\u6570\u306e\u4e0a\u9650\u304b\u78ba\u8a8d\u304c\u3042\u308b\u304b | \u5bfe\u8c61\u306e\u8868\u304c\u4f55\u304b\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u53f0\u5e33\u306e\u76ee\u7684\u3067\u898b\u308b |\n| \u2462 \u4f8b\u5916\u306e\u63e1\u308a\u3064\u3076\u3057 | \u4f8b\u5916\u3092\u53d7\u3051\u3066\u4f55\u3082\u8a18\u9332\u305b\u305a\u306b\u7d9a\u3051\u308b\u304b | \u30ed\u30b0\u306b\u6b8b\u3057\u3066\u3044\u308c\u3070\u8a72\u5f53\u306a\u3057 |\n| \u2463 \u5916\u90e8\u3078\u306e\u9001\u4fe1\u5148 | \u793e\u5916\u306eURL\u3084\u30e1\u30fc\u30eb\u3078\u306e\u9001\u4fe1\u304c\u3042\u308b\u304b\u3001\u53f0\u5e33\u306e\u4f7f\u3046\u30c7\u30fc\u30bf\u3068\u5408\u3046\u304b | \u9001\u4fe1\u5148\u304c\u793e\u5185\u304b\u793e\u5916\u304b\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u300c\u5224\u65ad\u3067\u304d\u306a\u3044\u300d |\n| \u2464 \u6a29\u9650\u306e\u5e83\u3055 | \u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u306e\u30b9\u30b3\u30fc\u30d7\u304c\u51e6\u7406\u306b\u5bfe\u3057\u3066\u5e83\u3059\u304e\u306a\u3044\u304b | Python \u306f\u5bfe\u8c61\u5916 |\n| \u2465 \u5b9b\u5148\u306e\u76f4\u66f8\u304d | \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3084\u8868\u306eID\u304c\u30bd\u30fc\u30b9\u306b\u76f4\u66f8\u304d\u3055\u308c\u3066\u3044\u308b\u304b | \uff0d |\n| \u2466 \u901a\u4fe1\u306e\u691c\u8a3c\u306e\u7121\u52b9\u5316 | \u8a3c\u660e\u66f8\u306e\u691c\u8a3c\u3092\u5207\u3063\u3066\u3044\u308b\u304b | \uff0d |\n| \u2467 \u7d42\u308f\u3089\u306a\u3044\u7e70\u308a\u8fd4\u3057 | \u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3084\u56de\u6570\u306e\u4e0a\u9650\u306e\u7121\u3044\u5f85\u3061\u3084\u7e70\u308a\u8fd4\u3057\u304c\u3042\u308b\u304b | \u4e0a\u9650\u304c\u5225\u306e\u95a2\u6570\u306b\u3042\u308b\u304b\u3082\u3057\u308c\u306a\u3051\u308c\u3070\u300c\u6ce8\u610f\u300d |\n\n**\u91cd\u3055\u306f3\u6bb5\u968e\u3067\u8fd4\u3055\u305b\u307e\u3059\u3002** \u300c\u91cd\u3044\u300d\u306f\u3001\u305d\u306e\u307e\u307e\u3067\u306f\u60c5\u5831\u306e\u6f0f\u3048\u3044\u304b\u30c7\u30fc\u30bf\u306e\u6d88\u5931\u306b\u3064\u306a\u304c\u308b\u3082\u306e\u3002\u300c\u6ce8\u610f\u300d\u306f\u3001\u6761\u4ef6\u3057\u3060\u3044\u3067\u554f\u984c\u306b\u306a\u308b\u3082\u306e\u3002\u300c\u8a72\u5f53\u306a\u3057\u300d\u3002**\u91cd\u3055\u306e\u57fa\u6e96\u306f\u89b3\u70b9\u306e\u8868\u306b\u66f8\u3044\u3066\u304a\u304d\u3001AI\u306b\u72ec\u81ea\u306e\u57fa\u6e96\u3092\u4f5c\u3089\u305b\u307e\u305b\u3093\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u30bd\u30fc\u30b9\u3092\u66f8\u304d\u63db\u3048\u3066\u8fd4\u3059 | \u76f4\u3059\u306e\u306f\u6301\u3061\u4e3b\u3002\u76f4\u3057\u305f\u30bd\u30fc\u30b9\u3092\u6e21\u3059\u3068\u3001\u78ba\u304b\u3081\u305a\u306b\u8cbc\u308a\u4ed8\u3051\u308b |\n| 8\u3064\u4ee5\u5916\u306e\u89b3\u70b9\u3067\u6307\u6458\u3059\u308b | \u6307\u6458\u304c\u5897\u3048\u3059\u304e\u3001\u6301\u3061\u4e3b\u304c\u4f55\u304b\u3089\u76f4\u3059\u304b\u5206\u304b\u3089\u306a\u304f\u306a\u308b |\n| \u30b9\u30af\u30ea\u30d7\u30c8\u3092\u6b62\u3081\u308b\u3079\u304d\u304b\u3092\u5224\u65ad\u3059\u308b | \u6b62\u3081\u308b\u304b\u306f\u696d\u52d9\u3078\u306e\u5f71\u97ff\u3092\u898b\u3066\u3001\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u3068\u90e8\u7f72\u304c\u6c7a\u3081\u308b |\n| \u4f0f\u305b\u305f\u5024\u3092\u63a8\u6e2c\u3059\u308b | \u5024\u306f\u4e0d\u8981\u3002\u884c\u3068\u7a2e\u985e\u3060\u3051\u3067\u3088\u3044 |\n| \u66f8\u304d\u65b9\u306e\u3088\u3057\u3042\u3057\u3092\u8ad6\u3058\u308b | \u70b9\u691c\u306e\u76ee\u7684\u306f\u5371\u306a\u3044\u66f8\u304d\u65b9\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u3067\u3001\u30b3\u30fc\u30c9\u306e\u54c1\u8cea\u306e\u8a55\u4fa1\u3067\u306f\u306a\u3044 |\n\n**2\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** AI\u306f\u30bd\u30fc\u30b9\u3092\u8aad\u3080\u3068\u3001\u5909\u6570\u306e\u540d\u524d\u306e\u4ed8\u3051\u65b9\u3084\u95a2\u6570\u306e\u5206\u3051\u65b9\u307e\u3067\u6307\u6458\u3057\u305f\u304f\u306a\u308a\u307e\u3059\u3002**\u6307\u6458\u304c20\u4ef6\u4e26\u3076\u3068\u3001\u6301\u3061\u4e3b\u306f\u5927\u4e8b\u306a1\u4ef6\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002** \u89b3\u70b9\u30928\u3064\u306b\u56fa\u5b9a\u3057\u3001\u305d\u308c\u4ee5\u5916\u306f\u66f8\u304b\u305b\u307e\u305b\u3093\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u793e\u5185\u306e\u90e8\u7f72\u304c\u4f5c\u3063\u305f\u696d\u52d9\u7528\u30b9\u30af\u30ea\u30d7\u30c8\u306b\n\u5371\u306a\u3044\u66f8\u304d\u65b9\u304c\u7121\u3044\u304b\u3092\u70b9\u691c\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\u4e0b\u306e8\u3064\u306e\u89b3\u70b9\u3060\u3051\u3067\u5224\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u89b3\u70b9\u3011\n1. \u8a8d\u8a3c\u60c5\u5831\u306e\u76f4\u66f8\u304d\uff08\u30d1\u30b9\u30ef\u30fc\u30c9\u3001API\u30ad\u30fc\u3001\u30c8\u30fc\u30af\u30f3\uff09\n2. \u5168\u4ef6\u306e\u524a\u9664\u30fb\u4e0a\u66f8\u304d\uff08\u4ef6\u6570\u306e\u4e0a\u9650\u3084\u78ba\u8a8d\u306e\u7121\u3044\u524a\u9664\u3001\u4e0a\u66f8\u304d\u3001\u30b4\u30df\u7bb1\u3078\u306e\u79fb\u52d5\uff09\n3. \u4f8b\u5916\u306e\u63e1\u308a\u3064\u3076\u3057\uff08\u4f8b\u5916\u3092\u53d7\u3051\u3066\u8a18\u9332\u305b\u305a\u306b\u7d9a\u3051\u308b\uff09\n4. \u5916\u90e8\u3078\u306e\u9001\u4fe1\u5148\uff08\u793e\u5916\u306eURL\u30fb\u30e1\u30fc\u30eb\u3078\u306e\u9001\u4fe1\uff09\n5. \u6a29\u9650\u306e\u5e83\u3055\uff08Apps Script \u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u306e\u30b9\u30b3\u30fc\u30d7\u304c\u51e6\u7406\u306b\u5bfe\u3057\u3066\u5e83\u3044\uff09\n6. \u5b9b\u5148\u306e\u76f4\u66f8\u304d\uff08\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u8868\u3084\u30d5\u30a9\u30eb\u30c0\u306eID\uff09\n7. \u901a\u4fe1\u306e\u691c\u8a3c\u306e\u7121\u52b9\u5316\uff08\u8a3c\u660e\u66f8\u306e\u691c\u8a3c\u3092\u5207\u308b\uff09\n8. \u7d42\u308f\u3089\u306a\u3044\u7e70\u308a\u8fd4\u3057\uff08\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3084\u56de\u6570\u306e\u4e0a\u9650\u306e\u7121\u3044\u5f85\u3061\u30fb\u7e70\u308a\u8fd4\u3057\uff09\n\n\u3010\u91cd\u3055\u306e\u57fa\u6e96\u3011\n- high\uff1a\u305d\u306e\u307e\u307e\u3067\u306f\u60c5\u5831\u306e\u6f0f\u3048\u3044\u304b\u30c7\u30fc\u30bf\u306e\u6d88\u5931\u306b\u3064\u306a\u304c\u308b\n- medium\uff1a\u6761\u4ef6\u3057\u3060\u3044\u3067\u554f\u984c\u306b\u306a\u308b\n- none\uff1a\u8a72\u5f53\u3057\u306a\u3044\n- unknown\uff1a\u4e0e\u3048\u3089\u308c\u305f\u60c5\u5831\u3060\u3051\u3067\u306f\u5224\u65ad\u3067\u304d\u306a\u3044\n\u8ff7\u3063\u305f\u3068\u304d\u306b none \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- 8\u3064\u306e\u89b3\u70b9\u4ee5\u5916\u306e\u6307\u6458\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5909\u6570\u540d\u3084\u66f8\u304d\u65b9\u306e\u597d\u307f\u306b\u89e6\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- ***MASKED*** \u306e\u5024\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30bd\u30fc\u30b9\u3092\u66f8\u304d\u63db\u3048\u305f\u30b3\u30fc\u30c9\u3092\u8fd4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u76f4\u3057\u65b9\u306f\u6587\u3067\u30011\u4ef62\u6587\u4ee5\u5185\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u76f4\u3057\u65b9\u306f\u3010\u76f4\u3057\u65b9\u306e\u6c7a\u307e\u308a\u3011\u306b\u6cbf\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n  \uff08\u4f8b\uff1aApps Script \u306e\u8a8d\u8a3c\u60c5\u5831\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u306b\u7f6e\u304f\u3002Python \u306f\u74b0\u5883\u5909\u6570\u304b\u793e\u5185\u306e\u79d8\u5bc6\u60c5\u5831\u306e\u7f6e\u304d\u5834\u6240\uff09\n- \u8a72\u5f53\u3059\u308b\u884c\u306f\u3001\u30bd\u30fc\u30b9\u306e\u884c\u756a\u53f7\u3067\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u306e\u884c\u756a\u53f7\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u53f0\u5e33\u306e\u76ee\u7684\u304b\u3089\u898b\u3066\u3001\u524a\u9664\u3084\u4e0a\u66f8\u304d\u304c\u610f\u56f3\u3069\u304a\u308a\u3068\u8aad\u3081\u308b\u3068\u304d\u3082\u3001\u4ef6\u6570\u306e\u4e0a\u9650\u3084\u78ba\u8a8d\u304c\u7121\u3051\u308c\u3070 medium \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u30b9\u30af\u30ea\u30d7\u30c8\u3092\u6b62\u3081\u308b\u3079\u304d\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53f0\u5e33\u306e\u60c5\u5831\u3011{purpose, owner, data_used, frequency}\n\u3010\u89e3\u6790\u306e\u7d50\u679c\u3011{bandit_results}\n\u3010\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u306e\u6a29\u9650\u3011{oauth_scopes}\n\u3010\u524d\u56de\u306e\u6307\u6458\u3011{previous_findings}\n\u3010\u30bd\u30fc\u30b9\uff08\u884c\u756a\u53f7\u4ed8\u304d\uff09\u3011{source}\n```\n\n**\u300c\u8ff7\u3063\u305f\u3068\u304d\u306b none \u3092\u9078\u3070\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001AI\u306f\u8a72\u5f53\u306a\u3057\u306b\u5bc4\u308a\u307e\u3059\u3002** \u30bd\u30fc\u30b9\u306e\u4e00\u90e8\u3057\u304b\u898b\u3048\u306a\u3044\u3068\u304d\u3001**\u300c\u554f\u984c\u306f\u898b\u5f53\u305f\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u304f\u306e\u304cAI\u306b\u3068\u3063\u3066\u6700\u3082\u7121\u96e3\u3060\u304b\u3089\u3067\u3059\u3002** unknown \u3092\u9078\u3070\u305b\u3066\u4eba\u306b\u56de\u3059\u307b\u3046\u304c\u3001\u898b\u843d\u3068\u3057\u3088\u308a\u5b89\u5168\u3067\u3059\u3002\n\n**\u300c\u610f\u56f3\u3069\u304a\u308a\u3068\u8aad\u3081\u3066\u3082\u4e0a\u9650\u304c\u7121\u3051\u308c\u3070 medium\u300d\u3092\u5165\u308c\u308b\u306e\u306f\u3001\u7b2c3\u7ae0\u306e\uff08c\uff09\u306e\u305f\u3081\u3067\u3059\u3002** \u300c\u51fa\u8377\u6e08\u307f\u306e\u884c\u3092\u6d88\u3059\u300d\u51e6\u7406\u306f\u3001\u610f\u56f3\u3069\u304a\u308a\u306e\u524a\u9664\u306b\u898b\u3048\u307e\u3059\u3002**\u554f\u984c\u306f\u3001\u6761\u4ef6\u3092\u53d6\u308a\u9055\u3048\u305f\u3068\u304d\u306b\u5168\u884c\u304c\u6d88\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u4ef6\u6570\u306e\u4e0a\u9650\u304b\u78ba\u8a8d\u304c\u3042\u308b\u304b\u3067\u898b\u3055\u305b\u307e\u3059\u3002","output_data":"**\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306e JSON \u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"script_id\": \"\",\n  \"language\": \"python | apps_script\",\n  \"findings\": [\n    {\n      \"aspect\": \"hardcoded_secret | mass_delete | swallowed_exception | external_send | broad_scope | hardcoded_target | tls_disabled | unbounded_loop\",\n      \"severity\": \"high | medium | none | unknown\",\n      \"lines\": [0],\n      \"evidence\": \"\",\n      \"fix\": \"\"\n    }\n  ],\n  \"previous_findings_resolved\": [\"mass_delete\"],\n  \"note_for_reviewer\": \"\"\n}\n```\n\n**`findings` \u306b\u306f\u30018\u3064\u306e\u89b3\u70b9\u306e\u305d\u308c\u305e\u308c\u3092\u5fc5\u305a1\u3064\u305a\u3064\u4e26\u3079\u3055\u305b\u307e\u3059\u3002** \u8a72\u5f53\u3057\u306a\u3044\u89b3\u70b9\u3082 `none` \u3068\u3057\u3066\u8fd4\u3055\u305b\u3001**\u89b3\u70b9\u3092\u98db\u3070\u3057\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u5f62\u3067\u78ba\u304b\u3081\u307e\u3059\u3002** 8\u500b\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u7d50\u679c\u306f\u3001\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u70b9\u691c\u306e\u4e00\u89a7\u306b\u6a5f\u68b0\u7684\u306b\u66f8\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `severity` \u304c `high` \u304b `unknown` \u306e\u3082\u306e\u3060\u3051\u3092\u62c5\u5f53\u8005\u306e\u78ba\u8a8d\u5f85\u3061\u306b\u3057\u3001`medium` \u306f\u6301\u3061\u4e3b\u3078\u306e\u9023\u7d61\u306e\u4e0b\u66f8\u304d\u306b\u56de\u3057\u3001\u3059\u3079\u3066 `none` \u306e\u3082\u306e\u306f\u70b9\u691c\u6e08\u307f\u306b\u3057\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u30b9\u30ad\u30fc\u30de\u306e\u5236\u7d04\u306b\u5408\u308f\u305b\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u306f**\u6570\u5024\u306e\u7bc4\u56f2\u3084\u6587\u5b57\u5217\u306e\u9577\u3055\u306e\u5236\u7d04\u3001`minItems` \u304c0\u304b1\u3092\u8d85\u3048\u308b\u914d\u5217\u306e\u5236\u7d04\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u3089\u305a**\u3001`additionalProperties` \u306f `false` \u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**8\u500b\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u306f\u30b9\u30ad\u30fc\u30de\u3067\u306f\u5f37\u5236\u3067\u304d\u306a\u3044\u306e\u3067\u3001\u53d7\u3051\u53d6\u3063\u305f\u5f8c\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u6570\u3048\u307e\u3059\u3002** \u62d2\u5426\u3084 `max_tokens` \u3067\u306e\u6253\u3061\u5207\u308a\u306e\u3068\u304d\u306f\u5f62\u3069\u304a\u308a\u306b\u8fd4\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u306e\u5834\u5408\u3082\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`previous_findings_resolved` \u3067\u524d\u56de\u306e\u6307\u6458\u304c\u76f4\u3063\u305f\u304b\u3092\u8ffd\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u524d\u56de `high` \u3060\u3063\u305f\u89b3\u70b9\u304c\u4eca\u56de `none` \u306b\u306a\u3063\u3066\u3044\u308c\u3070\u3001\u76f4\u3063\u305f\u3068\u8aad\u3081\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u30b9\u30af\u30ea\u30d7\u30c8\u306e\u767b\u9332\u306e\u53f0\u5e33 | \u53ce\u96c6\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8aad\u3080 | \u4eca\u6708\u306e\u5bfe\u8c61\u3001\u76ee\u7684\u3001\u6301\u3061\u4e3b |\n| \u793e\u5185\u306e\u30ea\u30dd\u30b8\u30c8\u30ea | \u53ce\u96c6\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8aad\u3080 | Python \u306e\u30bd\u30fc\u30b9 |\n| Apps Script API | projects.getContent\uff08\u8aad\u307f\u53d6\u308a\u306e\u30b9\u30b3\u30fc\u30d7\uff09 | Apps Script \u306e\u30bd\u30fc\u30b9\u3001\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3001\u5909\u66f4\u65e5 |\n| Bandit | \u53ce\u96c6\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u52d5\u304b\u3059 | Python \u306e\u89e3\u6790\u306e\u7d50\u679c\uff08JSON\uff09 |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | 8\u3064\u306e\u89b3\u70b9\u306e\u5224\u5b9a |\n| \u70b9\u691c\u306e\u4e00\u89a7 | \u53ce\u96c6\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u66f8\u304f | \u5224\u5b9a\u306e\u7d50\u679c\u3068\u78ba\u8a8d\u5f85\u3061\u306e\u5370 |\n\n**\u90e8\u7f72\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3068\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u306f\u3001\u4f55\u3082\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u70b9\u691c\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306f\u8aad\u307f\u53d6\u308a\u3060\u3051\u306e\u6a29\u9650\u3067\u52d5\u304b\u3057\u307e\u3059\u3002**\u70b9\u691c\u306e\u4ed5\u7d44\u307f\u305d\u306e\u3082\u306e\u304c\u5168\u90e8\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u66f8\u304d\u63db\u3048\u3089\u308c\u308b\u6a29\u9650\u3092\u6301\u3064\u3068\u3001\u4eca\u5ea6\u306f\u70b9\u691c\u306e\u4ed5\u7d44\u307f\u304c\u6700\u3082\u5371\u306a\u3044\u30b9\u30af\u30ea\u30d7\u30c8\u306b\u306a\u308a\u307e\u3059\u3002**","human_review":"1. **`unknown` \u3092\u5148\u306b\u898b\u308b** \u2026 \u591a\u304f\u306f\u3001\u30bd\u30fc\u30b9\u304c\u5206\u304b\u308c\u3066\u3044\u3066\u4e0a\u9650\u3084\u78ba\u8a8d\u304c\u5225\u306e\u5834\u6240\u306b\u3042\u308b\u3082\u306e\n2. **`high` \u3092\u78ba\u304b\u3081\u308b** \u2026 `evidence` \u3068\u884c\u756a\u53f7\u3067\u30bd\u30fc\u30b9\u3092\u958b\u304d\u3001\u672c\u5f53\u306b\u8a72\u5f53\u3059\u308b\u304b\u3092\u898b\u307e\u3059\n3. **\u6301\u3061\u4e3b\u3078\u306e\u9023\u7d61\u3092\u9001\u308b** \u2026 AI\u306e `fix` \u3092\u4e0b\u66f8\u304d\u306b\u3001\u62c5\u5f53\u8005\u304c\u76f4\u3057\u3066\u9001\u308a\u307e\u3059\u3002**\u9001\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059**\n4. **\u91cd\u3044\u3082\u306e\u306f\u6301\u3061\u4e3b\u306e\u4e0a\u9577\u306b\u3082\u77e5\u3089\u305b\u308b** \u2026 \u8a8d\u8a3c\u60c5\u5831\u306e\u76f4\u66f8\u304d\u3068\u3001\u78ba\u8a8d\u306e\u7121\u3044\u5168\u4ef6\u306e\u524a\u9664\n5. **\u5224\u5b9a\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u89b3\u70b9\u3092\u3001\u3069\u3061\u3089\u306b\u5909\u3048\u305f\u304b\n\n**\u76ee\u6a19\u306f\u3001120\u672c\u3092\u306a\u3089\u3057\u30661\u672c6\u5206\u3067\u3059\u3002** \u3059\u3079\u3066 `none` \u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u3001**`high` \u3068 `unknown` \u306e\u3082\u306e\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002** \u8a72\u5f53\u306e\u591a\u3044\u6708\u306f6\u5206\u3092\u8d85\u3048\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u53f0\u5e33\u306e\u7f6e\u304d\u5834\u6240\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u7121\u3044\uff0fID\u3067\u53d6\u308a\u51fa\u305b\u306a\u3044 | \u300c\u53d6\u308a\u51fa\u305b\u306a\u3044\u300d\u3068\u3057\u3066\u4e00\u89a7\u306b\u6b8b\u3057\u3001\u6301\u3061\u4e3b\u306b\u7f6e\u304d\u5834\u6240\u3092\u78ba\u304b\u3081\u308b |\n| Apps Script \u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u70b9\u691c\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u5171\u6709\u3055\u308c\u3066\u3044\u306a\u3044 | \u6301\u3061\u4e3b\u306b\u5171\u6709\u3092\u983c\u3080\u3002**\u5171\u6709\u3055\u308c\u308b\u307e\u3067\u70b9\u691c\u6e08\u307f\u306b\u3057\u306a\u3044** |\n| `findings` \u304c8\u500b\u305d\u308d\u3063\u3066\u3044\u306a\u3044 | \u4eba\u306b\u56de\u3059\u3002\u4f5c\u308a\u76f4\u3057\u30921\u56de\u3060\u3051\u8a66\u3059 |\n| \u62d2\u5426\u3084\u6253\u3061\u5207\u308a\u3067\u5f62\u3069\u304a\u308a\u306b\u8fd4\u3089\u306a\u3044 | \u4eba\u306b\u56de\u3059 |\n| 1,000\u884c\u3092\u8d85\u3048\u3066\u5206\u3051\u305f\u30bd\u30fc\u30b9\u3067\u3001\u5224\u5b9a\u304c\u98df\u3044\u9055\u3046 | \u91cd\u3044\u307b\u3046\u3092\u63a1\u308a\u3001\u4eba\u306b\u56de\u3059 |\n| \u5916\u90e8\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4e2d\u306b\u5371\u306a\u3044\u66f8\u304d\u65b9\u304c\u3042\u308b | \u3053\u306e\u69cb\u6210\u306e\u5bfe\u8c61\u5916\u3002\u793e\u5185\u3067\u66f8\u3044\u305f\u90e8\u5206\u3060\u3051\u3092\u5224\u5b9a\u3059\u308b |\n| \u6301\u3061\u4e3b\u304c\u9000\u8077\u30fb\u7570\u52d5\u3057\u3066\u3044\u308b | \u90e8\u7f72\u306e\u4e0a\u9577\u306b\u6301\u3061\u4e3b\u306e\u4ed8\u3051\u66ff\u3048\u3092\u983c\u307f\u3001\u53f0\u5e33\u3092\u76f4\u3059 |\n\n**\u4e0a\u304b\u30892\u884c\u76ee\u307e\u3067\u304c\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u3061\u3089\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u53f0\u5e33\u3068\u5171\u6709\u306e\u6574\u5099\u306e\u554f\u984c\u3067\u3059\u3002** \u6700\u521d\u306e\u6570\u304b\u6708\u306f\u3001\u70b9\u691c\u3088\u308a\u53f0\u5e33\u306e\u6574\u5099\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002","log_storage":"- \u70b9\u691c\u3057\u305f\u65e5\u3001\u5bfe\u8c61\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3068\u7248\uff08Apps Script \u306f `updateTime`\u3001Python \u306f\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u7248\uff09\n- Bandit \u306e JSON \u51fa\u529b\u3068\u3001\u6587\u5b57\u5217\u306e\u691c\u7d22\u306e\u7d50\u679c\uff08**\u5024\u306f\u4f0f\u305b\u305f\u3082\u306e**\uff09\n- Claude API \u304c\u8fd4\u3057\u305f JSON \u306e\u5168\u6587\n- **\u4eba\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u89b3\u70b9\u3092\u3001\u3069\u3061\u3089\u306b\u5909\u3048\u305f\u304b\n- \u6301\u3061\u4e3b\u3078\u9001\u3063\u305f\u9023\u7d61\u3068\u3001\u76f4\u3063\u305f\u7248\n- **\u89b3\u70b9\u3054\u3068\u30fb\u90e8\u7f72\u3054\u3068\u306e `high` \u306e\u4ef6\u6570**\uff08\u6708\u3054\u3068\uff09\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u7814\u4fee\u306e\u984c\u6750\u3092\u9078\u3076\u306e\u306b\u4f7f\u3044\u307e\u3059\u3002** \u7279\u5b9a\u306e\u90e8\u7f72\u3067\u8a8d\u8a3c\u60c5\u5831\u306e\u76f4\u66f8\u304d\u304c\u7d9a\u304f\u306a\u3089\u3001**\u305d\u306e\u90e8\u7f72\u5411\u3051\u306b\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u306e\u4f7f\u3044\u65b9\u3092\u6559\u3048\u308b\u307b\u3046\u304c\u30011\u672c\u305a\u3064\u6307\u6458\u3059\u308b\u3088\u308a\u65e9\u304f\u6e1b\u308a\u307e\u3059\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":120,"assumption_workdays":20,"volume_month":120,"before_minutes_per_case":30,"after_minutes_per_case":6,"hourly_cost":4500,"before_hours_month":60,"after_hours_month":12,"saved_hours_month":48,"reduction_rate":80,"saved_hours_year":576,"annual_cost_effect":2592000,"summary":"\u5404\u90e8\u7f72\u304c\u4f5c\u3063\u305f Python \u3068 Google Apps Script \u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u6bce\u6708\u96c6\u3081\u3001\u8a8d\u8a3c\u60c5\u5831\u306e\u76f4\u66f8\u304d\u3084\u78ba\u8a8d\u306a\u3057\u306e\u5168\u4ef6\u524a\u9664\u306a\u3069\u306e\u5371\u306a\u3044\u66f8\u304d\u65b9\u3092\u5224\u5b9a\u3057\u307e\u3059\u3002\u8a72\u5f53\u3059\u308b\u884c\u3068\u76f4\u3057\u65b9\u3092\u6301\u3061\u4e3b\u306b\u8fd4\u3057\u3001\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u62c5\u5f53\u306f\u5224\u5b9a\u306e\u78ba\u8a8d\u3068\u96e3\u3057\u3044\u3082\u306e\u306b\u7d5e\u3063\u3066\u95a2\u308f\u308a\u307e\u3059\u3002","before_flow":"1. \u53f0\u5e33\u304b\u3089\u3001\u4eca\u6708\u70b9\u691c\u3059\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e00\u89a7\u3092\u4f5c\u308b\n2. \u30ea\u30dd\u30b8\u30c8\u30ea\u3084 Apps Script \u306e\u30a8\u30c7\u30a3\u30bf\u3092\u958b\u304d\u3001\u30bd\u30fc\u30b9\u3092\u8aad\u3080\n3. \u5371\u306a\u3044\u66f8\u304d\u65b9\u304c\u3042\u308c\u3070\u3001\u884c\u756a\u53f7\u3068\u5185\u5bb9\u3092\u30e1\u30e2\u3059\u308b\n4. \u6301\u3061\u4e3b\u306b\u30e1\u30fc\u30eb\u3067\u77e5\u3089\u305b\u3001\u76f4\u3057\u65b9\u3092\u8aac\u660e\u3059\u308b\n5. \u76f4\u3063\u305f\u3082\u306e\u3092\u8aad\u307f\u76f4\u3057\u3001\u53f0\u5e33\u306b\u70b9\u691c\u306e\u65e5\u4ed8\u3092\u4ed8\u3051\u308b\n\n**\uff08a\uff09120\u672c\u3092\u8aad\u307f\u5207\u308c\u306a\u3044\u3002** 1\u672c30\u5206\u3067\u3082\u670860\u6642\u9593\u3067\u3059\u3002**\u517c\u52d9\u306e2\u540d\u306b\u306f\u7121\u7406\u306a\u91cf\u3067\u3001\u5b9a\u671f\u306e\u898b\u76f4\u3057\u306e\u756a\u304c\u6765\u305f\u3082\u306e\u306f\u3001\u307b\u3068\u3093\u3069\u8aad\u307e\u308c\u306a\u3044\u307e\u307e\u70b9\u691c\u306e\u65e5\u4ed8\u3060\u3051\u304c\u66f4\u65b0\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\n\n**\uff08b\uff09\u898b\u308b\u89b3\u70b9\u304c\u4eba\u306b\u3088\u3063\u3066\u9055\u3046\u3002** 1\u4eba\u306f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u7d4c\u9a13\u304c\u3042\u308a\u3001\u76f4\u66f8\u304d\u306e\u30ad\u30fc\u3068\u5916\u90e8\u3078\u306e\u9001\u4fe1\u3092\u3088\u304f\u898b\u307e\u3059\u3002\u3082\u30461\u4eba\u306f\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u7d4c\u9a13\u304c\u9577\u304f\u3001**\u524a\u9664\u3084\u4e0a\u66f8\u304d\u306e\u6761\u4ef6\u3092\u3088\u304f\u898b\u307e\u3059\u3002** \u3069\u3061\u3089\u304c\u8aad\u3093\u3060\u304b\u3067\u3001\u898b\u3064\u304b\u308b\u3082\u306e\u304c\u9055\u3044\u307e\u3059\u3002\n\n**\uff08c\uff09\u4e8b\u6545\u306e\u5f8c\u306b\u898b\u3064\u304b\u308b\u3002** \u6628\u5e74\u3001\u55b6\u696d\u6240\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u8868\u306e\u300c\u51fa\u8377\u6e08\u307f\u300d\u306e\u884c\u3092\u6d88\u3059\u306f\u305a\u304c\u3001\u6761\u4ef6\u306e\u5217\u3092\u53d6\u308a\u9055\u3048\u3066**\u305d\u306e\u6708\u306e\u53d7\u6ce8\u306e\u8868\u306e\u5168\u884c\u3092\u6d88\u3057\u307e\u3057\u305f\u3002** \u7248\u306e\u5c65\u6b74\u304b\u3089\u623b\u305b\u307e\u3057\u305f\u304c\u3001\u534a\u65e5\u306e\u4f5c\u696d\u304c\u6b62\u307e\u308a\u307e\u3057\u305f\u3002**\u305d\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u767b\u9332\u6642\u306b\u70b9\u691c\u6e08\u307f\u3067\u3057\u305f\u304c\u3001\u70b9\u691c\u306e\u5f8c\u306b\u5909\u66f4\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002**\n\n**\uff08d\uff09\u76f4\u3057\u65b9\u306e\u8aac\u660e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** \u300c\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u76f4\u66f8\u304d\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u66f8\u304f\u3060\u3051\u3067\u306f\u3001\u6301\u3061\u4e3b\u306f\u4f55\u306b\u7f6e\u304d\u63db\u3048\u308c\u3070\u3088\u3044\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002**Apps Script \u306a\u3089\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u3001Python \u306a\u3089\u74b0\u5883\u5909\u6570\u3084\u79d8\u5bc6\u60c5\u5831\u306e\u7f6e\u304d\u5834\u6240\u3001\u30681\u4ef6\u305a\u3064\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002**","before_flow_steps":["\u53f0\u5e33\u304b\u3089\u3001\u4eca\u6708\u70b9\u691c\u3059\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e00\u89a7\u3092\u4f5c\u308b","\u30ea\u30dd\u30b8\u30c8\u30ea\u3084 Apps Script \u306e\u30a8\u30c7\u30a3\u30bf\u3092\u958b\u304d\u3001\u30bd\u30fc\u30b9\u3092\u8aad\u3080","\u5371\u306a\u3044\u66f8\u304d\u65b9\u304c\u3042\u308c\u3070\u3001\u884c\u756a\u53f7\u3068\u5185\u5bb9\u3092\u30e1\u30e2\u3059\u308b","\u6301\u3061\u4e3b\u306b\u30e1\u30fc\u30eb\u3067\u77e5\u3089\u305b\u3001\u76f4\u3057\u65b9\u3092\u8aac\u660e\u3059\u308b","\u76f4\u3063\u305f\u3082\u306e\u3092\u8aad\u307f\u76f4\u3057\u3001\u53f0\u5e33\u306b\u70b9\u691c\u306e\u65e5\u4ed8\u3092\u4ed8\u3051\u308b"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u6bce\u67081\u65e5\u306b\u3001\u53f0\u5e33\u304b\u3089\u4eca\u6708\u70b9\u691c\u3059\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e00\u89a7\u3092\u4f5c\u308b\n2. **\u3010\u81ea\u52d5\u3011** Python \u306f\u30ea\u30dd\u30b8\u30c8\u30ea\u304b\u3089\u3001Apps Script \u306f Apps Script API \u3067\u30bd\u30fc\u30b9\u3092\u53d6\u308a\u51fa\u3059\n3. **\u3010\u81ea\u52d5\u3011** Python \u306f Bandit \u3067\u89e3\u6790\u3057\u3001\u7d50\u679c\u3092 JSON \u3067\u53d7\u3051\u53d6\u308b\u3002Apps Script \u306f\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u306e\u6a29\u9650\u3092\u53d6\u308a\u51fa\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u6587\u5b57\u5217\u306e\u691c\u7d22\u3067\u3001API\u30ad\u30fc\u3084\u30c8\u30fc\u30af\u30f3\u3089\u3057\u3044\u6587\u5b57\u5217\u3092\u63a2\u3057\u3066\u5370\u3092\u4ed8\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** Claude API \u306b\u3001\u30bd\u30fc\u30b9\u3001\u89e3\u6790\u306e\u7d50\u679c\u3001\u53f0\u5e33\u306e\u76ee\u7684\u3092\u6e21\u3057\u30018\u3064\u306e\u89b3\u70b9\u3067\u5224\u5b9a\u3055\u305b\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u5224\u5b9a\u306e\u7d50\u679c\u3092\u3001\u89b3\u70b9\u3054\u3068\u306e\u8a72\u5f53\u306e\u6709\u7121\u30fb\u884c\u30fb\u91cd\u3055\u30fb\u76f4\u3057\u65b9\u306e\u5f62\u3067\u53d7\u3051\u53d6\u308a\u3001\u70b9\u691c\u306e\u4e00\u89a7\u306b\u66f8\u304f\n7. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u300c\u91cd\u3044\u300d\u3068\u51fa\u305f\u3082\u306e\u3068\u3001AI\u304c\u5224\u65ad\u3067\u304d\u306a\u304b\u3063\u305f\u3082\u306e\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u305f\u6307\u6458\u3092\u3001\u6301\u3061\u4e3b\u306b\u9001\u308b\u3002\u76f4\u3057\u65b9\u306e\u6587\u306fAI\u306e\u4e0b\u66f8\u304d\u3092\u4f7f\u3046\n9. **\u3010\u4eba\u3011** \u6301\u3061\u4e3b\u304c\u76f4\u3057\u305f\u3082\u306e\u306f\u3001\u7fcc\u6708\u306e\u70b9\u691c\u3067\u540c\u3058\u89b3\u70b9\u304c\u6d88\u3048\u305f\u304b\u3092\u898b\u308b\n\n**7\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002\u4eba\u304c\u958b\u304f\u306e\u306f\u5168\u4ef6\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u8a72\u5f53\u306a\u3057\u3068\u51fa\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u3001**\u91cd\u3044\u3082\u306e\u3068\u5224\u65ad\u3067\u304d\u306a\u304b\u3063\u305f\u3082\u306e\u3060\u3051\u3092\u958b\u304d\u307e\u3059\u3002** \u5168\u4ef6\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u300160.0\u6642\u9593\u306f\u307b\u3068\u3093\u3069\u6e1b\u308a\u307e\u305b\u3093\u3002\n\n**8\u756a\u76ee\u3067\u6307\u6458\u3092\u9001\u308b\u306e\u306f\u3001\u4eba\u3067\u3059\u3002** AI\u306e\u6307\u6458\u304c\u8aa4\u3063\u3066\u3044\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\u6301\u3061\u4e3b\u306b\u3068\u3063\u3066\u3001\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u304b\u3089\u306e\u6307\u6458\u306f\u300c\u76f4\u3055\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3082\u306e\u300d\u3067\u3059\u3002** \u8aa4\u3063\u305f\u6307\u6458\u304c\u5c4a\u3051\u3070\u3001\u52d5\u3044\u3066\u3044\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u58ca\u3059\u76f4\u3057\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u6bce\u67081\u65e5\u306b\u3001\u53f0\u5e33\u304b\u3089\u4eca\u6708\u70b9\u691c\u3059\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e00\u89a7\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** Python \u306f\u30ea\u30dd\u30b8\u30c8\u30ea\u304b\u3089\u3001Apps Script \u306f Apps Script API \u3067\u30bd\u30fc\u30b9\u3092\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** Python \u306f Bandit \u3067\u89e3\u6790\u3057\u3001\u7d50\u679c\u3092 JSON \u3067\u53d7\u3051\u53d6\u308b\u3002Apps Script \u306f\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u306e\u6a29\u9650\u3092\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u6587\u5b57\u5217\u306e\u691c\u7d22\u3067\u3001API\u30ad\u30fc\u3084\u30c8\u30fc\u30af\u30f3\u3089\u3057\u3044\u6587\u5b57\u5217\u3092\u63a2\u3057\u3066\u5370\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** Claude API \u306b\u3001\u30bd\u30fc\u30b9\u3001\u89e3\u6790\u306e\u7d50\u679c\u3001\u53f0\u5e33\u306e\u76ee\u7684\u3092\u6e21\u3057\u30018\u3064\u306e\u89b3\u70b9\u3067\u5224\u5b9a\u3055\u305b\u308b","**\u3010\u81ea\u52d5\u3011** \u5224\u5b9a\u306e\u7d50\u679c\u3092\u3001\u89b3\u70b9\u3054\u3068\u306e\u8a72\u5f53\u306e\u6709\u7121\u30fb\u884c\u30fb\u91cd\u3055\u30fb\u76f4\u3057\u65b9\u306e\u5f62\u3067\u53d7\u3051\u53d6\u308a\u3001\u70b9\u691c\u306e\u4e00\u89a7\u306b\u66f8\u304f","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u300c\u91cd\u3044\u300d\u3068\u51fa\u305f\u3082\u306e\u3068\u3001AI\u304c\u5224\u65ad\u3067\u304d\u306a\u304b\u3063\u305f\u3082\u306e\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u305f\u6307\u6458\u3092\u3001\u6301\u3061\u4e3b\u306b\u9001\u308b\u3002\u76f4\u3057\u65b9\u306e\u6587\u306fAI\u306e\u4e0b\u66f8\u304d\u3092\u4f7f\u3046","**\u3010\u4eba\u3011** \u6301\u3061\u4e3b\u304c\u76f4\u3057\u305f\u3082\u306e\u306f\u3001\u7fcc\u6708\u306e\u70b9\u691c\u3067\u540c\u3058\u89b3\u70b9\u304c\u6d88\u3048\u305f\u304b\u3092\u898b\u308b"],"architecture":"```\n\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u767b\u9332\u306e\u53f0\u5e33\uff08\u4eca\u6708\u306e\u70b9\u691c\u306e\u4e00\u89a7\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6bce\u67081\u65e5\n\u53ce\u96c6\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\uff08\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u304c\u7528\u610f\uff09\n   \u251c\u2500\u2500\u25b6 Python\uff1a\u793e\u5185\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u304b\u3089\u53d6\u308a\u51fa\u3059 \u2192 Bandit \u3067\u89e3\u6790\uff08JSON\uff09\n   \u251c\u2500\u2500\u25b6 Apps Script\uff1aApps Script API\uff08projects.getContent\uff09\u3067\u53d6\u308a\u51fa\u3059\n   \u2502      \u2192 \u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u306e\u6a29\u9650\u3092\u53d6\u308a\u51fa\u3059\n   \u251c\u2500\u2500\u25b6 \u30ad\u30fc\u30fb\u30c8\u30fc\u30af\u30f3\u3089\u3057\u3044\u6587\u5b57\u5217\u306e\u691c\u7d22\n   \u25bc\nClaude API \u2500\u2500 8\u3064\u306e\u89b3\u70b9\u3067\u5224\u5b9a\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\n   \u2502   \u2460 \u8a8d\u8a3c\u60c5\u5831\u306e\u76f4\u66f8\u304d \u2461 \u5168\u4ef6\u306e\u524a\u9664\u30fb\u4e0a\u66f8\u304d \u2462 \u4f8b\u5916\u306e\u63e1\u308a\u3064\u3076\u3057\n   \u2502   \u2463 \u5916\u90e8\u3078\u306e\u9001\u4fe1\u5148 \u2464 \u6a29\u9650\u306e\u5e83\u3055 \u2465 \u5b9b\u5148\u306e\u76f4\u66f8\u304d\n   \u2502   \u2466 \u901a\u4fe1\u306e\u691c\u8a3c\u306e\u7121\u52b9\u5316 \u2467 \u7d42\u308f\u3089\u306a\u3044\u7e70\u308a\u8fd4\u3057\n   \u25bc\n\u70b9\u691c\u306e\u4e00\u89a7\uff08\u91cd\u3044\uff0f\u6ce8\u610f\uff0f\u8a72\u5f53\u306a\u3057\uff0f\u5224\u65ad\u3067\u304d\u306a\u3044\uff09\n   \u25bc\n\u3010\u62c5\u5f53\u8005\u304c\u91cd\u3044\u3082\u306e\u3068\u5224\u65ad\u3067\u304d\u306a\u3044\u3082\u306e\u3092\u78ba\u304b\u3081\u308b\u3011\u2192 \u6301\u3061\u4e3b\u3078\u76f4\u3057\u65b9\u3092\u9001\u308b\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u51e6\u7406 | Claude API\uff088\u3064\u306e\u89b3\u70b9\u306e\u5224\u5b9a\u3068\u76f4\u3057\u65b9\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u89e3\u6790 | Bandit\uff08Python \u306e\u30bd\u30fc\u30b9\u306e\u9759\u7684\u89e3\u6790\uff09 | Semgrep |\n| \u53ce\u96c6 | Apps Script API\uff08Apps Script \u306e\u30bd\u30fc\u30b9\u306e\u53d6\u308a\u51fa\u3057\uff09 | clasp |\n| \u53f0\u5e33 | \u30b9\u30af\u30ea\u30d7\u30c8\u306e\u767b\u9332\u306e\u53f0\u5e33\uff08\u3044\u307e\u4f7f\u3063\u3066\u3044\u308b\u3082\u306e\uff09 | \uff0d |\n\n**\u65b0\u3057\u304f\u8db3\u3059\u306e\u306f\u3001\u53ce\u96c6\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3068\u3001Claude API \u306e\u5229\u7528\u3060\u3051\u3067\u3059\u3002** \u53f0\u5e33\u3068\u30ea\u30dd\u30b8\u30c8\u30ea\u306f\u5909\u3048\u307e\u305b\u3093\u3002**\u8aad\u3093\u3067\u63a2\u3059\u90e8\u5206\u3092\u3001\u89e3\u6790\u3068AI\u306e\u5224\u5b9a\u306b\u66ff\u3048\u307e\u3059\u3002**\n\n**Apps Script \u306e\u30bd\u30fc\u30b9\u306f\u3001Apps Script API \u306e projects.getContent \u3067\u53d6\u308a\u51fa\u305b\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3067\u306f\u3001`GET https:\/\/script.googleapis.com\/v1\/projects\/{scriptId}\/content` \u3067\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4e2d\u8eab\u3092\u8fd4\u3057\u3001**\u8fd4\u308b `files` \u306e\u4e00\u89a7\u306e\u3046\u30611\u3064\u306f\u5fc5\u305a\u300cappsscript\u300d\u3068\u3044\u3046\u540d\u524d\u306e JSON \u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5fc5\u8981\u306a OAuth \u306e\u30b9\u30b3\u30fc\u30d7\u306f `script.projects` \u304b `script.projects.readonly` \u306e\u3069\u3061\u3089\u304b\u3067\u3001**\u70b9\u691c\u306b\u306f\u8aad\u307f\u53d6\u308a\u3060\u3051\u306e `script.projects.readonly` \u3092\u4f7f\u3044\u307e\u3059\u3002** `versionNumber` \u3092\u4ed8\u3051\u306a\u3051\u308c\u3070 HEAD \u306e\u7248\u304c\u8fd4\u308a\u307e\u3059\u3002\n\n**\u53d6\u308a\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306b\u306f\u3001\u540d\u524d\u3001\u7a2e\u985e\u3001\u4e2d\u8eab\u3001\u6700\u5f8c\u306b\u76f4\u3057\u305f\u4eba\u3001\u76f4\u3057\u305f\u65e5\u6642\u304c\u4ed8\u3044\u3066\u3044\u307e\u3059\u3002** File \u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3067\u306f\u3001`type` \u306f `SERVER_JS`\uff08\u30b5\u30fc\u30d0\u30fc\u5074\u306e\u30b3\u30fc\u30c9\uff09\u3001`HTML`\u3001`JSON`\uff08\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3060\u3051\uff09\u306e\u3044\u305a\u308c\u304b\u3067\u3001`source` \u304c\u30d5\u30a1\u30a4\u30eb\u306e\u4e2d\u8eab\u3001`lastModifyUser` \u3068 `updateTime` \u304c\u6700\u5f8c\u306e\u5909\u66f4\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**`updateTime` \u3092\u53f0\u5e33\u306e\u70b9\u691c\u306e\u65e5\u4ed8\u3068\u6bd4\u3079\u308c\u3070\u3001\u70b9\u691c\u306e\u5f8c\u306b\u5909\u66f4\u3055\u308c\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5206\u304b\u308a\u307e\u3059\u3002** \u7b2c3\u7ae0\u306e\uff08c\uff09\u306e\u4e8b\u6545\u306f\u3001\u3053\u3053\u3067\u62fe\u3048\u307e\u3057\u305f\u3002\n\n**\u5224\u5b9a\u306f\u3001Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`output_config.format` \u306b `type: \"json_schema\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u5f62\u3067\u3001Claude API \u3067\u306f\u4e00\u822c\u63d0\u4f9b\uff08GA\uff09\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u8fd4\u3063\u3066\u304f\u308b JSON \u306e\u5f62\u304c\u6c7a\u307e\u308b\u306e\u3067\u3001\u70b9\u691c\u306e\u4e00\u89a7\u306b\u6a5f\u68b0\u7684\u306b\u66f8\u3051\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u6bce\u67081\u65e5\u306e\u5b9a\u6642\u306b\u52d5\u304b\u3057\u307e\u3059\u3002** \u70b9\u691c\u306e\u5bfe\u8c61\u306f\u3001\u53f0\u5e33\u304b\u3089\u6b21\u306e3\u3064\u3092\u629c\u304d\u51fa\u3057\u3066\u6c7a\u3081\u307e\u3059\u3002\n\n| \u5bfe\u8c61 | \u629c\u304d\u51fa\u3057\u65b9 |\n|:--|:--|\n| \u65b0\u3057\u304f\u767b\u9332\u3055\u308c\u305f\u3082\u306e | \u53f0\u5e33\u306e\u767b\u9332\u65e5\u304c\u5148\u6708\u306e\u3082\u306e |\n| \u5909\u66f4\u3055\u308c\u305f\u3082\u306e | Python \u306f\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u6700\u7d42\u306e\u5909\u66f4\u65e5\u3001Apps Script \u306f `updateTime` \u304c\u524d\u56de\u306e\u70b9\u691c\u306e\u65e5\u3088\u308a\u65b0\u3057\u3044\u3082\u306e |\n| \u5b9a\u671f\u306e\u898b\u76f4\u3057\u306e\u756a\u304c\u6765\u305f\u3082\u306e | \u524d\u56de\u306e\u70b9\u691c\u304b\u308911\u304b\u6708\u3092\u8d85\u3048\u305f\u3082\u306e |\n\n**2\u884c\u76ee\u304c\u3001\u3053\u308c\u307e\u3067\u306e\u70b9\u691c\u306b\u7121\u304b\u3063\u305f\u3082\u306e\u3067\u3059\u3002** \u767b\u9332\u306e\u3068\u304d\u3060\u3051\u8aad\u3080\u904b\u7528\u3067\u306f\u3001**\u767b\u9332\u306e\u5f8c\u306e\u5909\u66f4\u304c\u70b9\u691c\u3055\u308c\u307e\u305b\u3093\u3002** \u6bce\u6708\u3001\u5909\u66f4\u306e\u65e5\u4ed8\u3068\u70b9\u691c\u306e\u65e5\u4ed8\u3092\u6bd4\u3079\u308b\u3053\u3068\u3067\u3001\u5909\u66f4\u3055\u308c\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u5fc5\u305a\u7fcc\u6708\u306e\u70b9\u691c\u306b\u5165\u308a\u307e\u3059\u3002\n\n**\u5b9a\u6642\u306b\u4e00\u62ec\u3067\u52d5\u304b\u3059\u306e\u306f\u3001\u6025\u304e\u306e\u696d\u52d9\u3067\u306f\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u70b9\u691c\u306e\u7d50\u679c\u306f\u6708\u306e\u521d\u3081\u306e\u6570\u65e5\u3067\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3001\u6301\u3061\u4e3b\u306b\u8fd4\u3057\u307e\u3059\u3002**\u65b0\u3057\u304f\u767b\u9332\u3055\u308c\u305f\u3082\u306e\u3092\u3059\u3050\u306b\u898b\u305f\u3044\u3068\u304d\u306f\u3001\u53f0\u5e33\u306e\u767b\u9332\u3092\u304d\u3063\u304b\u3051\u306b1\u672c\u3060\u3051\u52d5\u304b\u3059\u7d4c\u8def\u3082\u4f5c\u308c\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u30bd\u30fc\u30b9 | Python \u306e\u30d5\u30a1\u30a4\u30eb\u3001Apps Script \u306e `SERVER_JS` \u3068 `HTML` \u306e\u30d5\u30a1\u30a4\u30eb | \u30ea\u30dd\u30b8\u30c8\u30ea\uff0fApps Script API |\n| \u30de\u30cb\u30d5\u30a7\u30b9\u30c8 | Apps Script \u306e `appsscript.json`\uff08\u6a29\u9650\u306e\u30b9\u30b3\u30fc\u30d7\uff09 | Apps Script API |\n| \u89e3\u6790\u306e\u7d50\u679c | Bandit \u306e\u691c\u51fa\uff08\u30c6\u30b9\u30c8\u306e\u756a\u53f7\u3001\u884c\u3001\u91cd\u3055\u3001\u78ba\u304b\u3055\uff09 | Bandit \u306e JSON \u51fa\u529b |\n| \u6587\u5b57\u5217\u306e\u691c\u7d22\u306e\u7d50\u679c | \u30ad\u30fc\u30fb\u30c8\u30fc\u30af\u30f3\u3089\u3057\u3044\u6587\u5b57\u5217\u306e\u884c | \u53ce\u96c6\u306e\u30d7\u30ed\u30b0\u30e9\u30e0 |\n| \u53f0\u5e33\u306e\u60c5\u5831 | \u30b9\u30af\u30ea\u30d7\u30c8\u306e\u76ee\u7684\u3001\u6301\u3061\u4e3b\u3001\u4f7f\u3046\u30c7\u30fc\u30bf\u3001\u52d5\u304b\u3059\u983b\u5ea6 | \u767b\u9332\u306e\u53f0\u5e33 |\n| \u89b3\u70b9\u306e\u8868 | 8\u3064\u306e\u89b3\u70b9\u3001\u8a72\u5f53\u306e\u4f8b\u3001\u76f4\u3057\u65b9\u306e\u6c7a\u307e\u308a | \u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u304c\u4f5c\u308b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u53f0\u5e33\u306e\u76ee\u7684\u306e\u6b04\u3067\u3059\u3002** \u540c\u3058\u300c\u8868\u306e\u5168\u884c\u3092\u6d88\u3059\u300d\u51e6\u7406\u3067\u3082\u3001**\u6bce\u671d\u4f5c\u308a\u76f4\u3059\u96c6\u8a08\u7528\u306e\u8868\u306a\u3089\u554f\u984c\u304c\u306a\u304f\u3001\u53d7\u6ce8\u306e\u53f0\u5e33\u306a\u3089\u91cd\u5927\u3067\u3059\u3002** \u76ee\u7684\u304c\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u3001AI\u306f\u66f8\u304d\u65b9\u3060\u3051\u3067\u5224\u5b9a\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u3001\u8a72\u5f53\u306a\u3057\u3068\u91cd\u3044\u306e\u533a\u5225\u304c\u4ed8\u304d\u307e\u305b\u3093\u3002\n\n**Bandit \u306f\u3001Python \u306e\u30bd\u30fc\u30b9\u3092\u89e3\u6790\u3057\u3066\u5371\u306a\u3044\u66f8\u304d\u65b9\u3092\u63a2\u3059\u30c4\u30fc\u30eb\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001Bandit \u306f\u5404\u30d5\u30a1\u30a4\u30eb\u3092\u51e6\u7406\u3057\u3066 AST\uff08\u69cb\u6587\u306e\u6728\uff09\u3092\u4f5c\u308a\u3001**\u305d\u306e\u7bc0\u306b\u5bfe\u3057\u3066\u8a72\u5f53\u3059\u308b\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u52d5\u304b\u3057**\u3001\u5168\u90e8\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u898b\u7d42\u3048\u305f\u3089\u5831\u544a\u3092\u51fa\u3059\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5831\u544a\u306e\u5f62\u306b\u306f JSON \u3084 SARIF \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u7279\u306b\u4f7f\u3046\u306e\u306f\u3001\u6b21\u306e\u691c\u51fa\u3067\u3059\u3002**\n\n| Bandit \u306e\u30c6\u30b9\u30c8 | \u5185\u5bb9 | \u5bfe\u5fdc\u3059\u308b\u89b3\u70b9 |\n|:--|:--|:--|\n| B105\uff0fB106 | \u30d1\u30b9\u30ef\u30fc\u30c9\u3089\u3057\u3044\u6587\u5b57\u5217\u306e\u76f4\u66f8\u304d\u3001\u95a2\u6570\u306e\u5f15\u6570\u3078\u306e\u76f4\u66f8\u304d | \u2460 \u8a8d\u8a3c\u60c5\u5831\u306e\u76f4\u66f8\u304d |\n| B110\uff0fB112 | \u4f8b\u5916\u3092\u53d7\u3051\u3066 pass\u3001continue \u3060\u3051\u3092\u3059\u308b | \u2462 \u4f8b\u5916\u306e\u63e1\u308a\u3064\u3076\u3057 |\n| B113 | \u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3092\u4ed8\u3051\u306a\u3044\u901a\u4fe1 | \u2467 \u7d42\u308f\u3089\u306a\u3044\u7e70\u308a\u8fd4\u3057 |\n| B501 | \u8a3c\u660e\u66f8\u306e\u691c\u8a3c\u3092\u7121\u52b9\u306b\u3057\u305f\u901a\u4fe1 | \u2466 \u901a\u4fe1\u306e\u691c\u8a3c\u306e\u7121\u52b9\u5316 |\n| B602 | shell=True \u3067\u306e\u30b3\u30de\u30f3\u30c9\u306e\u5b9f\u884c | \u2461 \u5168\u4ef6\u306e\u524a\u9664\u30fb\u4e0a\u66f8\u304d\uff08\u30b3\u30de\u30f3\u30c9\u306e\u7d44\u307f\u7acb\u3066\u306b\u3088\u308b\uff09 |\n\n**Apps Script \u306b\u306f Bandit \u304c\u4f7f\u3048\u306a\u3044\u306e\u3067\u3001\u6587\u5b57\u5217\u306e\u691c\u7d22\u3068AI\u306e\u5224\u5b9a\u3060\u3051\u3067\u898b\u307e\u3059\u3002** \u305d\u306e\u5206\u3001Apps Script \u306e\u5224\u5b9a\u306f\u300c\u5224\u65ad\u3067\u304d\u306a\u3044\u300d\u306b\u5012\u308c\u3084\u3059\u304f\u3057\u3066\u304a\u304d\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**Python \u306e\u30bd\u30fc\u30b9\u306f\u3001\u793e\u5185\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u304b\u3089\u53f0\u5e33\u306b\u767b\u9332\u3055\u308c\u305f\u7f6e\u304d\u5834\u6240\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002** \u53d6\u308a\u51fa\u3057\u305f\u3089 Bandit \u3092\u5831\u544a\u306e\u5f62\u3092 JSON \u306b\u3057\u3066\u52d5\u304b\u3057\u3001\u7d50\u679c\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\n\n**Apps Script \u306e\u30bd\u30fc\u30b9\u306f\u3001\u53f0\u5e33\u306b\u767b\u9332\u3055\u308c\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u306eID\u3067 projects.getContent \u3092\u547c\u3073\u307e\u3059\u3002** \u547c\u3073\u51fa\u3057\u306b\u306f\u3001\u70b9\u691c\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u5404\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u8aad\u3080\u6a29\u9650\u304c\u8981\u308a\u307e\u3059\u3002**\u90e8\u7f72\u304c\u4f5c\u3063\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u3001\u70b9\u691c\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u95b2\u89a7\u8005\u3068\u3057\u3066\u5171\u6709\u3057\u3066\u3082\u3089\u3046\u3053\u3068\u3092\u3001\u767b\u9332\u306e\u6c7a\u307e\u308a\u306b\u52a0\u3048\u307e\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| `files[].source`\uff08`SERVER_JS`\uff09 | projects.getContent | \u5224\u5b9a\u3059\u308b\u30bd\u30fc\u30b9 |\n| `files[].source`\uff08`JSON` \u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\uff09 | projects.getContent | `oauthScopes` \u304b\u3089\u6a29\u9650\u306e\u5e83\u3055\u3092\u898b\u308b |\n| `files[].updateTime` | projects.getContent | \u70b9\u691c\u306e\u5f8c\u306b\u5909\u66f4\u3055\u308c\u305f\u304b\u3092\u898b\u308b |\n| `files[].lastModifyUser` | projects.getContent | \u53f0\u5e33\u306e\u6301\u3061\u4e3b\u3068\u9055\u3046\u4eba\u304c\u76f4\u3057\u305f\u304b\u3092\u898b\u308b |\n| Bandit \u306e `results` | Bandit \u306e JSON \u51fa\u529b | \u884c\u3054\u3068\u306e\u691c\u51fa |\n\n**4\u884c\u76ee\u306e\u300c\u6700\u5f8c\u306b\u76f4\u3057\u305f\u4eba\u300d\u306f\u3001\u6301\u3061\u4e3b\u304c\u7570\u52d5\u3057\u305f\u5f8c\u306b\u5225\u306e\u4eba\u304c\u76f4\u3057\u3066\u3044\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u898b\u3064\u3051\u308b\u306e\u306b\u4f7f\u3044\u307e\u3059\u3002** \u53f0\u5e33\u306e\u6301\u3061\u4e3b\u3068\u9055\u3046\u4eba\u304c\u76f4\u3057\u3066\u3044\u308c\u3070\u3001**\u53f0\u5e33\u306e\u66f4\u65b0\u304c\u6f0f\u308c\u3066\u3044\u308b\u304b\u3001\u5f15\u304d\u7d99\u304e\u304c\u3067\u304d\u3066\u3044\u306a\u3044\u5408\u56f3\u3067\u3059\u3002**\n\n**\u53d6\u308a\u51fa\u3057\u305f\u30bd\u30fc\u30b9\u306f\u3001\u70b9\u691c\u306e\u3042\u3044\u3060\u3060\u3051\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u306e\u4f5c\u696d\u7528\u306e\u5834\u6240\u306b\u7f6e\u304d\u307e\u3059\u3002** \u90e8\u7f72\u306e\u30d5\u30a9\u30eb\u30c0\u3084\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u3001\u70b9\u691c\u306e\u7d50\u679c\u3092\u66f8\u304d\u623b\u3059\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u53f0\u5e33\u3068\u30bd\u30fc\u30b9\u306e\u5bfe\u5fdc\u3092\u78ba\u304b\u3081\u308b** \u2026 \u53f0\u5e33\u306e\u7f6e\u304d\u5834\u6240\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u7121\u3044\u3082\u306e\u3001ID\u3067\u53d6\u308a\u51fa\u305b\u306a\u3044\u3082\u306e\u306f\u300c\u53d6\u308a\u51fa\u305b\u306a\u3044\u300d\u3068\u3057\u3066\u4e00\u89a7\u306b\u6b8b\u3057\u307e\u3059\n2. **\u30ad\u30fc\u30fb\u30c8\u30fc\u30af\u30f3\u3089\u3057\u3044\u6587\u5b57\u5217\u3092\u4f0f\u305b\u308b** \u2026 \u691c\u7d22\u3067\u898b\u3064\u304b\u3063\u305f\u5024\u306f\u3001**AI\u306b\u6e21\u3059\u524d\u306b `***MASKED***` \u306b\u7f6e\u304d\u63db\u3048**\u3001\u884c\u756a\u53f7\u3060\u3051\u3092\u6b8b\u3057\u307e\u3059\n3. **\u9577\u3044\u30bd\u30fc\u30b9\u3092\u5206\u3051\u308b** \u2026 1,000\u884c\u3092\u8d85\u3048\u308b\u3082\u306e\u306f\u3001\u95a2\u6570\u3084\u30d5\u30a1\u30a4\u30eb\u306e\u5358\u4f4d\u3067\u5206\u3051\u3066\u5224\u5b9a\u3055\u305b\u3001\u7d50\u679c\u3092\u5408\u308f\u305b\u307e\u3059\n4. **\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u306e\u6a29\u9650\u3092\u4e00\u89a7\u306b\u3059\u308b** \u2026 `oauthScopes` \u3092\u53d6\u308a\u51fa\u3057\u3001Drive \u3084\u30e1\u30fc\u30eb\u306e\u5168\u4f53\u306b\u53ca\u3076\u30b9\u30b3\u30fc\u30d7\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\n5. **Bandit \u306e\u7d50\u679c\u3092\u884c\u756a\u53f7\u3067\u30bd\u30fc\u30b9\u306b\u7d50\u3073\u4ed8\u3051\u308b** \u2026 AI\u304c\u300c\u3053\u306e\u884c\u306e\u691c\u51fa\u300d\u3068\u3057\u3066\u8aad\u3081\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n6. **\u524d\u56de\u306e\u70b9\u691c\u306e\u7d50\u679c\u3092\u4ed8\u3051\u308b** \u2026 \u524d\u56de\u306e\u6307\u6458\u304c\u76f4\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b\u305f\u3081\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8a8d\u8a3c\u60c5\u5831\u306e\u76f4\u66f8\u304d\u3092\u63a2\u3059\u305f\u3081\u306b\u3001**\u76f4\u66f8\u304d\u3055\u308c\u305f\u30ad\u30fc\u305d\u306e\u3082\u306e\u3092\u5916\u90e8\u306eAPI\u306b\u9001\u308b\u3053\u3068\u306b\u306a\u3063\u3066\u306f\u672c\u672b\u8ee2\u5012\u3067\u3059\u3002** \u5024\u306f\u4f0f\u305b\u3001\u300c\u3053\u306e\u884c\u306b\u76f4\u66f8\u304d\u304c\u3042\u308b\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002\n\n**4\u756a\u76ee\u306e\u6a29\u9650\u306e\u5e83\u3055\u306f\u3001Apps Script \u3067\u7279\u306b\u52b9\u304d\u307e\u3059\u3002** \u53d7\u6ce8\u306e\u8868\u30921\u679a\u3060\u3051\u8aad\u3080\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u3001**Drive \u306e\u5168\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u66f8\u304d\u3067\u304d\u308b\u6a29\u9650\u3092\u6301\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u52d5\u3044\u3066\u3044\u308b\u3046\u3061\u306f\u554f\u984c\u306b\u306a\u308a\u307e\u305b\u3093\u304c\u3001\u4e57\u3063\u53d6\u3089\u308c\u305f\u3068\u304d\u306e\u88ab\u5bb3\u306e\u7bc4\u56f2\u304c\u5909\u308f\u308a\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u30018\u3064\u306e\u89b3\u70b9\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u8a72\u5f53\u3059\u308b\u304b\u3001\u3069\u306e\u884c\u304b\u3001\u91cd\u3055\u306f\u3069\u3046\u304b\u3001\u3069\u3046\u76f4\u3059\u304b\u3092\u5224\u5b9a\u3059\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u89b3\u70b9 | \u5224\u5b9a\u306e\u4ed5\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u2460 \u8a8d\u8a3c\u60c5\u5831\u306e\u76f4\u66f8\u304d | \u4f0f\u305b\u305f\u5024\u306e\u884c\u3068 Bandit \u306e B105\uff0fB106 \u3092\u898b\u3066\u3001\u672c\u5f53\u306b\u8a8d\u8a3c\u60c5\u5831\u304b | \u5024\u304c\u4f0f\u305b\u3089\u308c\u3066\u3044\u3066\u7a2e\u985e\u304c\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u300c\u5224\u65ad\u3067\u304d\u306a\u3044\u300d |\n| \u2461 \u5168\u4ef6\u306e\u524a\u9664\u30fb\u4e0a\u66f8\u304d | \u524a\u9664\u30fb\u4e0a\u66f8\u304d\u30fb\u30b4\u30df\u7bb1\u3078\u306e\u79fb\u52d5\u306b\u3001\u4ef6\u6570\u306e\u4e0a\u9650\u304b\u78ba\u8a8d\u304c\u3042\u308b\u304b | \u5bfe\u8c61\u306e\u8868\u304c\u4f55\u304b\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u53f0\u5e33\u306e\u76ee\u7684\u3067\u898b\u308b |\n| \u2462 \u4f8b\u5916\u306e\u63e1\u308a\u3064\u3076\u3057 | \u4f8b\u5916\u3092\u53d7\u3051\u3066\u4f55\u3082\u8a18\u9332\u305b\u305a\u306b\u7d9a\u3051\u308b\u304b | \u30ed\u30b0\u306b\u6b8b\u3057\u3066\u3044\u308c\u3070\u8a72\u5f53\u306a\u3057 |\n| \u2463 \u5916\u90e8\u3078\u306e\u9001\u4fe1\u5148 | \u793e\u5916\u306eURL\u3084\u30e1\u30fc\u30eb\u3078\u306e\u9001\u4fe1\u304c\u3042\u308b\u304b\u3001\u53f0\u5e33\u306e\u4f7f\u3046\u30c7\u30fc\u30bf\u3068\u5408\u3046\u304b | \u9001\u4fe1\u5148\u304c\u793e\u5185\u304b\u793e\u5916\u304b\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u300c\u5224\u65ad\u3067\u304d\u306a\u3044\u300d |\n| \u2464 \u6a29\u9650\u306e\u5e83\u3055 | \u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u306e\u30b9\u30b3\u30fc\u30d7\u304c\u51e6\u7406\u306b\u5bfe\u3057\u3066\u5e83\u3059\u304e\u306a\u3044\u304b | Python \u306f\u5bfe\u8c61\u5916 |\n| \u2465 \u5b9b\u5148\u306e\u76f4\u66f8\u304d | \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3084\u8868\u306eID\u304c\u30bd\u30fc\u30b9\u306b\u76f4\u66f8\u304d\u3055\u308c\u3066\u3044\u308b\u304b | \uff0d |\n| \u2466 \u901a\u4fe1\u306e\u691c\u8a3c\u306e\u7121\u52b9\u5316 | \u8a3c\u660e\u66f8\u306e\u691c\u8a3c\u3092\u5207\u3063\u3066\u3044\u308b\u304b | \uff0d |\n| \u2467 \u7d42\u308f\u3089\u306a\u3044\u7e70\u308a\u8fd4\u3057 | \u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3084\u56de\u6570\u306e\u4e0a\u9650\u306e\u7121\u3044\u5f85\u3061\u3084\u7e70\u308a\u8fd4\u3057\u304c\u3042\u308b\u304b | \u4e0a\u9650\u304c\u5225\u306e\u95a2\u6570\u306b\u3042\u308b\u304b\u3082\u3057\u308c\u306a\u3051\u308c\u3070\u300c\u6ce8\u610f\u300d |\n\n**\u91cd\u3055\u306f3\u6bb5\u968e\u3067\u8fd4\u3055\u305b\u307e\u3059\u3002** \u300c\u91cd\u3044\u300d\u306f\u3001\u305d\u306e\u307e\u307e\u3067\u306f\u60c5\u5831\u306e\u6f0f\u3048\u3044\u304b\u30c7\u30fc\u30bf\u306e\u6d88\u5931\u306b\u3064\u306a\u304c\u308b\u3082\u306e\u3002\u300c\u6ce8\u610f\u300d\u306f\u3001\u6761\u4ef6\u3057\u3060\u3044\u3067\u554f\u984c\u306b\u306a\u308b\u3082\u306e\u3002\u300c\u8a72\u5f53\u306a\u3057\u300d\u3002**\u91cd\u3055\u306e\u57fa\u6e96\u306f\u89b3\u70b9\u306e\u8868\u306b\u66f8\u3044\u3066\u304a\u304d\u3001AI\u306b\u72ec\u81ea\u306e\u57fa\u6e96\u3092\u4f5c\u3089\u305b\u307e\u305b\u3093\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u30bd\u30fc\u30b9\u3092\u66f8\u304d\u63db\u3048\u3066\u8fd4\u3059 | \u76f4\u3059\u306e\u306f\u6301\u3061\u4e3b\u3002\u76f4\u3057\u305f\u30bd\u30fc\u30b9\u3092\u6e21\u3059\u3068\u3001\u78ba\u304b\u3081\u305a\u306b\u8cbc\u308a\u4ed8\u3051\u308b |\n| 8\u3064\u4ee5\u5916\u306e\u89b3\u70b9\u3067\u6307\u6458\u3059\u308b | \u6307\u6458\u304c\u5897\u3048\u3059\u304e\u3001\u6301\u3061\u4e3b\u304c\u4f55\u304b\u3089\u76f4\u3059\u304b\u5206\u304b\u3089\u306a\u304f\u306a\u308b |\n| \u30b9\u30af\u30ea\u30d7\u30c8\u3092\u6b62\u3081\u308b\u3079\u304d\u304b\u3092\u5224\u65ad\u3059\u308b | \u6b62\u3081\u308b\u304b\u306f\u696d\u52d9\u3078\u306e\u5f71\u97ff\u3092\u898b\u3066\u3001\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u3068\u90e8\u7f72\u304c\u6c7a\u3081\u308b |\n| \u4f0f\u305b\u305f\u5024\u3092\u63a8\u6e2c\u3059\u308b | \u5024\u306f\u4e0d\u8981\u3002\u884c\u3068\u7a2e\u985e\u3060\u3051\u3067\u3088\u3044 |\n| \u66f8\u304d\u65b9\u306e\u3088\u3057\u3042\u3057\u3092\u8ad6\u3058\u308b | \u70b9\u691c\u306e\u76ee\u7684\u306f\u5371\u306a\u3044\u66f8\u304d\u65b9\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u3067\u3001\u30b3\u30fc\u30c9\u306e\u54c1\u8cea\u306e\u8a55\u4fa1\u3067\u306f\u306a\u3044 |\n\n**2\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** AI\u306f\u30bd\u30fc\u30b9\u3092\u8aad\u3080\u3068\u3001\u5909\u6570\u306e\u540d\u524d\u306e\u4ed8\u3051\u65b9\u3084\u95a2\u6570\u306e\u5206\u3051\u65b9\u307e\u3067\u6307\u6458\u3057\u305f\u304f\u306a\u308a\u307e\u3059\u3002**\u6307\u6458\u304c20\u4ef6\u4e26\u3076\u3068\u3001\u6301\u3061\u4e3b\u306f\u5927\u4e8b\u306a1\u4ef6\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002** \u89b3\u70b9\u30928\u3064\u306b\u56fa\u5b9a\u3057\u3001\u305d\u308c\u4ee5\u5916\u306f\u66f8\u304b\u305b\u307e\u305b\u3093\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u793e\u5185\u306e\u90e8\u7f72\u304c\u4f5c\u3063\u305f\u696d\u52d9\u7528\u30b9\u30af\u30ea\u30d7\u30c8\u306b\n\u5371\u306a\u3044\u66f8\u304d\u65b9\u304c\u7121\u3044\u304b\u3092\u70b9\u691c\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\u4e0b\u306e8\u3064\u306e\u89b3\u70b9\u3060\u3051\u3067\u5224\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u89b3\u70b9\u3011\n1. \u8a8d\u8a3c\u60c5\u5831\u306e\u76f4\u66f8\u304d\uff08\u30d1\u30b9\u30ef\u30fc\u30c9\u3001API\u30ad\u30fc\u3001\u30c8\u30fc\u30af\u30f3\uff09\n2. \u5168\u4ef6\u306e\u524a\u9664\u30fb\u4e0a\u66f8\u304d\uff08\u4ef6\u6570\u306e\u4e0a\u9650\u3084\u78ba\u8a8d\u306e\u7121\u3044\u524a\u9664\u3001\u4e0a\u66f8\u304d\u3001\u30b4\u30df\u7bb1\u3078\u306e\u79fb\u52d5\uff09\n3. \u4f8b\u5916\u306e\u63e1\u308a\u3064\u3076\u3057\uff08\u4f8b\u5916\u3092\u53d7\u3051\u3066\u8a18\u9332\u305b\u305a\u306b\u7d9a\u3051\u308b\uff09\n4. \u5916\u90e8\u3078\u306e\u9001\u4fe1\u5148\uff08\u793e\u5916\u306eURL\u30fb\u30e1\u30fc\u30eb\u3078\u306e\u9001\u4fe1\uff09\n5. \u6a29\u9650\u306e\u5e83\u3055\uff08Apps Script \u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u306e\u30b9\u30b3\u30fc\u30d7\u304c\u51e6\u7406\u306b\u5bfe\u3057\u3066\u5e83\u3044\uff09\n6. \u5b9b\u5148\u306e\u76f4\u66f8\u304d\uff08\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u8868\u3084\u30d5\u30a9\u30eb\u30c0\u306eID\uff09\n7. \u901a\u4fe1\u306e\u691c\u8a3c\u306e\u7121\u52b9\u5316\uff08\u8a3c\u660e\u66f8\u306e\u691c\u8a3c\u3092\u5207\u308b\uff09\n8. \u7d42\u308f\u3089\u306a\u3044\u7e70\u308a\u8fd4\u3057\uff08\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3084\u56de\u6570\u306e\u4e0a\u9650\u306e\u7121\u3044\u5f85\u3061\u30fb\u7e70\u308a\u8fd4\u3057\uff09\n\n\u3010\u91cd\u3055\u306e\u57fa\u6e96\u3011\n- high\uff1a\u305d\u306e\u307e\u307e\u3067\u306f\u60c5\u5831\u306e\u6f0f\u3048\u3044\u304b\u30c7\u30fc\u30bf\u306e\u6d88\u5931\u306b\u3064\u306a\u304c\u308b\n- medium\uff1a\u6761\u4ef6\u3057\u3060\u3044\u3067\u554f\u984c\u306b\u306a\u308b\n- none\uff1a\u8a72\u5f53\u3057\u306a\u3044\n- unknown\uff1a\u4e0e\u3048\u3089\u308c\u305f\u60c5\u5831\u3060\u3051\u3067\u306f\u5224\u65ad\u3067\u304d\u306a\u3044\n\u8ff7\u3063\u305f\u3068\u304d\u306b none \u3092\u9078\u3070\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- 8\u3064\u306e\u89b3\u70b9\u4ee5\u5916\u306e\u6307\u6458\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5909\u6570\u540d\u3084\u66f8\u304d\u65b9\u306e\u597d\u307f\u306b\u89e6\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- ***MASKED*** \u306e\u5024\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30bd\u30fc\u30b9\u3092\u66f8\u304d\u63db\u3048\u305f\u30b3\u30fc\u30c9\u3092\u8fd4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u76f4\u3057\u65b9\u306f\u6587\u3067\u30011\u4ef62\u6587\u4ee5\u5185\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u76f4\u3057\u65b9\u306f\u3010\u76f4\u3057\u65b9\u306e\u6c7a\u307e\u308a\u3011\u306b\u6cbf\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n  \uff08\u4f8b\uff1aApps Script \u306e\u8a8d\u8a3c\u60c5\u5831\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u306b\u7f6e\u304f\u3002Python \u306f\u74b0\u5883\u5909\u6570\u304b\u793e\u5185\u306e\u79d8\u5bc6\u60c5\u5831\u306e\u7f6e\u304d\u5834\u6240\uff09\n- \u8a72\u5f53\u3059\u308b\u884c\u306f\u3001\u30bd\u30fc\u30b9\u306e\u884c\u756a\u53f7\u3067\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u306e\u884c\u756a\u53f7\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u53f0\u5e33\u306e\u76ee\u7684\u304b\u3089\u898b\u3066\u3001\u524a\u9664\u3084\u4e0a\u66f8\u304d\u304c\u610f\u56f3\u3069\u304a\u308a\u3068\u8aad\u3081\u308b\u3068\u304d\u3082\u3001\u4ef6\u6570\u306e\u4e0a\u9650\u3084\u78ba\u8a8d\u304c\u7121\u3051\u308c\u3070 medium \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u30b9\u30af\u30ea\u30d7\u30c8\u3092\u6b62\u3081\u308b\u3079\u304d\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53f0\u5e33\u306e\u60c5\u5831\u3011{purpose, owner, data_used, frequency}\n\u3010\u89e3\u6790\u306e\u7d50\u679c\u3011{bandit_results}\n\u3010\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u306e\u6a29\u9650\u3011{oauth_scopes}\n\u3010\u524d\u56de\u306e\u6307\u6458\u3011{previous_findings}\n\u3010\u30bd\u30fc\u30b9\uff08\u884c\u756a\u53f7\u4ed8\u304d\uff09\u3011{source}\n```\n\n**\u300c\u8ff7\u3063\u305f\u3068\u304d\u306b none \u3092\u9078\u3070\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001AI\u306f\u8a72\u5f53\u306a\u3057\u306b\u5bc4\u308a\u307e\u3059\u3002** \u30bd\u30fc\u30b9\u306e\u4e00\u90e8\u3057\u304b\u898b\u3048\u306a\u3044\u3068\u304d\u3001**\u300c\u554f\u984c\u306f\u898b\u5f53\u305f\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u304f\u306e\u304cAI\u306b\u3068\u3063\u3066\u6700\u3082\u7121\u96e3\u3060\u304b\u3089\u3067\u3059\u3002** unknown \u3092\u9078\u3070\u305b\u3066\u4eba\u306b\u56de\u3059\u307b\u3046\u304c\u3001\u898b\u843d\u3068\u3057\u3088\u308a\u5b89\u5168\u3067\u3059\u3002\n\n**\u300c\u610f\u56f3\u3069\u304a\u308a\u3068\u8aad\u3081\u3066\u3082\u4e0a\u9650\u304c\u7121\u3051\u308c\u3070 medium\u300d\u3092\u5165\u308c\u308b\u306e\u306f\u3001\u7b2c3\u7ae0\u306e\uff08c\uff09\u306e\u305f\u3081\u3067\u3059\u3002** \u300c\u51fa\u8377\u6e08\u307f\u306e\u884c\u3092\u6d88\u3059\u300d\u51e6\u7406\u306f\u3001\u610f\u56f3\u3069\u304a\u308a\u306e\u524a\u9664\u306b\u898b\u3048\u307e\u3059\u3002**\u554f\u984c\u306f\u3001\u6761\u4ef6\u3092\u53d6\u308a\u9055\u3048\u305f\u3068\u304d\u306b\u5168\u884c\u304c\u6d88\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u4ef6\u6570\u306e\u4e0a\u9650\u304b\u78ba\u8a8d\u304c\u3042\u308b\u304b\u3067\u898b\u3055\u305b\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306e JSON \u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"script_id\": \"\",\n  \"language\": \"python | apps_script\",\n  \"findings\": [\n    {\n      \"aspect\": \"hardcoded_secret | mass_delete | swallowed_exception | external_send | broad_scope | hardcoded_target | tls_disabled | unbounded_loop\",\n      \"severity\": \"high | medium | none | unknown\",\n      \"lines\": [0],\n      \"evidence\": \"\",\n      \"fix\": \"\"\n    }\n  ],\n  \"previous_findings_resolved\": [\"mass_delete\"],\n  \"note_for_reviewer\": \"\"\n}\n```\n\n**`findings` \u306b\u306f\u30018\u3064\u306e\u89b3\u70b9\u306e\u305d\u308c\u305e\u308c\u3092\u5fc5\u305a1\u3064\u305a\u3064\u4e26\u3079\u3055\u305b\u307e\u3059\u3002** \u8a72\u5f53\u3057\u306a\u3044\u89b3\u70b9\u3082 `none` \u3068\u3057\u3066\u8fd4\u3055\u305b\u3001**\u89b3\u70b9\u3092\u98db\u3070\u3057\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u5f62\u3067\u78ba\u304b\u3081\u307e\u3059\u3002** 8\u500b\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u7d50\u679c\u306f\u3001\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u70b9\u691c\u306e\u4e00\u89a7\u306b\u6a5f\u68b0\u7684\u306b\u66f8\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `severity` \u304c `high` \u304b `unknown` \u306e\u3082\u306e\u3060\u3051\u3092\u62c5\u5f53\u8005\u306e\u78ba\u8a8d\u5f85\u3061\u306b\u3057\u3001`medium` \u306f\u6301\u3061\u4e3b\u3078\u306e\u9023\u7d61\u306e\u4e0b\u66f8\u304d\u306b\u56de\u3057\u3001\u3059\u3079\u3066 `none` \u306e\u3082\u306e\u306f\u70b9\u691c\u6e08\u307f\u306b\u3057\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u30b9\u30ad\u30fc\u30de\u306e\u5236\u7d04\u306b\u5408\u308f\u305b\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u306f**\u6570\u5024\u306e\u7bc4\u56f2\u3084\u6587\u5b57\u5217\u306e\u9577\u3055\u306e\u5236\u7d04\u3001`minItems` \u304c0\u304b1\u3092\u8d85\u3048\u308b\u914d\u5217\u306e\u5236\u7d04\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u3089\u305a**\u3001`additionalProperties` \u306f `false` \u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**8\u500b\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u306f\u30b9\u30ad\u30fc\u30de\u3067\u306f\u5f37\u5236\u3067\u304d\u306a\u3044\u306e\u3067\u3001\u53d7\u3051\u53d6\u3063\u305f\u5f8c\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u6570\u3048\u307e\u3059\u3002** \u62d2\u5426\u3084 `max_tokens` \u3067\u306e\u6253\u3061\u5207\u308a\u306e\u3068\u304d\u306f\u5f62\u3069\u304a\u308a\u306b\u8fd4\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u306e\u5834\u5408\u3082\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`previous_findings_resolved` \u3067\u524d\u56de\u306e\u6307\u6458\u304c\u76f4\u3063\u305f\u304b\u3092\u8ffd\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u524d\u56de `high` \u3060\u3063\u305f\u89b3\u70b9\u304c\u4eca\u56de `none` \u306b\u306a\u3063\u3066\u3044\u308c\u3070\u3001\u76f4\u3063\u305f\u3068\u8aad\u3081\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u30b9\u30af\u30ea\u30d7\u30c8\u306e\u767b\u9332\u306e\u53f0\u5e33 | \u53ce\u96c6\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8aad\u3080 | \u4eca\u6708\u306e\u5bfe\u8c61\u3001\u76ee\u7684\u3001\u6301\u3061\u4e3b |\n| \u793e\u5185\u306e\u30ea\u30dd\u30b8\u30c8\u30ea | \u53ce\u96c6\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8aad\u3080 | Python \u306e\u30bd\u30fc\u30b9 |\n| Apps Script API | projects.getContent\uff08\u8aad\u307f\u53d6\u308a\u306e\u30b9\u30b3\u30fc\u30d7\uff09 | Apps Script \u306e\u30bd\u30fc\u30b9\u3001\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3001\u5909\u66f4\u65e5 |\n| Bandit | \u53ce\u96c6\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u52d5\u304b\u3059 | Python \u306e\u89e3\u6790\u306e\u7d50\u679c\uff08JSON\uff09 |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | 8\u3064\u306e\u89b3\u70b9\u306e\u5224\u5b9a |\n| \u70b9\u691c\u306e\u4e00\u89a7 | \u53ce\u96c6\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u66f8\u304f | \u5224\u5b9a\u306e\u7d50\u679c\u3068\u78ba\u8a8d\u5f85\u3061\u306e\u5370 |\n\n**\u90e8\u7f72\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3068\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u306f\u3001\u4f55\u3082\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u70b9\u691c\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306f\u8aad\u307f\u53d6\u308a\u3060\u3051\u306e\u6a29\u9650\u3067\u52d5\u304b\u3057\u307e\u3059\u3002**\u70b9\u691c\u306e\u4ed5\u7d44\u307f\u305d\u306e\u3082\u306e\u304c\u5168\u90e8\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u66f8\u304d\u63db\u3048\u3089\u308c\u308b\u6a29\u9650\u3092\u6301\u3064\u3068\u3001\u4eca\u5ea6\u306f\u70b9\u691c\u306e\u4ed5\u7d44\u307f\u304c\u6700\u3082\u5371\u306a\u3044\u30b9\u30af\u30ea\u30d7\u30c8\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **`unknown` \u3092\u5148\u306b\u898b\u308b** \u2026 \u591a\u304f\u306f\u3001\u30bd\u30fc\u30b9\u304c\u5206\u304b\u308c\u3066\u3044\u3066\u4e0a\u9650\u3084\u78ba\u8a8d\u304c\u5225\u306e\u5834\u6240\u306b\u3042\u308b\u3082\u306e\n2. **`high` \u3092\u78ba\u304b\u3081\u308b** \u2026 `evidence` \u3068\u884c\u756a\u53f7\u3067\u30bd\u30fc\u30b9\u3092\u958b\u304d\u3001\u672c\u5f53\u306b\u8a72\u5f53\u3059\u308b\u304b\u3092\u898b\u307e\u3059\n3. **\u6301\u3061\u4e3b\u3078\u306e\u9023\u7d61\u3092\u9001\u308b** \u2026 AI\u306e `fix` \u3092\u4e0b\u66f8\u304d\u306b\u3001\u62c5\u5f53\u8005\u304c\u76f4\u3057\u3066\u9001\u308a\u307e\u3059\u3002**\u9001\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059**\n4. **\u91cd\u3044\u3082\u306e\u306f\u6301\u3061\u4e3b\u306e\u4e0a\u9577\u306b\u3082\u77e5\u3089\u305b\u308b** \u2026 \u8a8d\u8a3c\u60c5\u5831\u306e\u76f4\u66f8\u304d\u3068\u3001\u78ba\u8a8d\u306e\u7121\u3044\u5168\u4ef6\u306e\u524a\u9664\n5. **\u5224\u5b9a\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u89b3\u70b9\u3092\u3001\u3069\u3061\u3089\u306b\u5909\u3048\u305f\u304b\n\n**\u76ee\u6a19\u306f\u3001120\u672c\u3092\u306a\u3089\u3057\u30661\u672c6\u5206\u3067\u3059\u3002** \u3059\u3079\u3066 `none` \u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u3001**`high` \u3068 `unknown` \u306e\u3082\u306e\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002** \u8a72\u5f53\u306e\u591a\u3044\u6708\u306f6\u5206\u3092\u8d85\u3048\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u53f0\u5e33\u306e\u7f6e\u304d\u5834\u6240\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u7121\u3044\uff0fID\u3067\u53d6\u308a\u51fa\u305b\u306a\u3044 | \u300c\u53d6\u308a\u51fa\u305b\u306a\u3044\u300d\u3068\u3057\u3066\u4e00\u89a7\u306b\u6b8b\u3057\u3001\u6301\u3061\u4e3b\u306b\u7f6e\u304d\u5834\u6240\u3092\u78ba\u304b\u3081\u308b |\n| Apps Script \u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u70b9\u691c\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u5171\u6709\u3055\u308c\u3066\u3044\u306a\u3044 | \u6301\u3061\u4e3b\u306b\u5171\u6709\u3092\u983c\u3080\u3002**\u5171\u6709\u3055\u308c\u308b\u307e\u3067\u70b9\u691c\u6e08\u307f\u306b\u3057\u306a\u3044** |\n| `findings` \u304c8\u500b\u305d\u308d\u3063\u3066\u3044\u306a\u3044 | \u4eba\u306b\u56de\u3059\u3002\u4f5c\u308a\u76f4\u3057\u30921\u56de\u3060\u3051\u8a66\u3059 |\n| \u62d2\u5426\u3084\u6253\u3061\u5207\u308a\u3067\u5f62\u3069\u304a\u308a\u306b\u8fd4\u3089\u306a\u3044 | \u4eba\u306b\u56de\u3059 |\n| 1,000\u884c\u3092\u8d85\u3048\u3066\u5206\u3051\u305f\u30bd\u30fc\u30b9\u3067\u3001\u5224\u5b9a\u304c\u98df\u3044\u9055\u3046 | \u91cd\u3044\u307b\u3046\u3092\u63a1\u308a\u3001\u4eba\u306b\u56de\u3059 |\n| \u5916\u90e8\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4e2d\u306b\u5371\u306a\u3044\u66f8\u304d\u65b9\u304c\u3042\u308b | \u3053\u306e\u69cb\u6210\u306e\u5bfe\u8c61\u5916\u3002\u793e\u5185\u3067\u66f8\u3044\u305f\u90e8\u5206\u3060\u3051\u3092\u5224\u5b9a\u3059\u308b |\n| \u6301\u3061\u4e3b\u304c\u9000\u8077\u30fb\u7570\u52d5\u3057\u3066\u3044\u308b | \u90e8\u7f72\u306e\u4e0a\u9577\u306b\u6301\u3061\u4e3b\u306e\u4ed8\u3051\u66ff\u3048\u3092\u983c\u307f\u3001\u53f0\u5e33\u3092\u76f4\u3059 |\n\n**\u4e0a\u304b\u30892\u884c\u76ee\u307e\u3067\u304c\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u3061\u3089\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u53f0\u5e33\u3068\u5171\u6709\u306e\u6574\u5099\u306e\u554f\u984c\u3067\u3059\u3002** \u6700\u521d\u306e\u6570\u304b\u6708\u306f\u3001\u70b9\u691c\u3088\u308a\u53f0\u5e33\u306e\u6574\u5099\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u70b9\u691c\u3057\u305f\u65e5\u3001\u5bfe\u8c61\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3068\u7248\uff08Apps Script \u306f `updateTime`\u3001Python \u306f\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u7248\uff09\n- Bandit \u306e JSON \u51fa\u529b\u3068\u3001\u6587\u5b57\u5217\u306e\u691c\u7d22\u306e\u7d50\u679c\uff08**\u5024\u306f\u4f0f\u305b\u305f\u3082\u306e**\uff09\n- Claude API \u304c\u8fd4\u3057\u305f JSON \u306e\u5168\u6587\n- **\u4eba\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u89b3\u70b9\u3092\u3001\u3069\u3061\u3089\u306b\u5909\u3048\u305f\u304b\n- \u6301\u3061\u4e3b\u3078\u9001\u3063\u305f\u9023\u7d61\u3068\u3001\u76f4\u3063\u305f\u7248\n- **\u89b3\u70b9\u3054\u3068\u30fb\u90e8\u7f72\u3054\u3068\u306e `high` \u306e\u4ef6\u6570**\uff08\u6708\u3054\u3068\uff09\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u7814\u4fee\u306e\u984c\u6750\u3092\u9078\u3076\u306e\u306b\u4f7f\u3044\u307e\u3059\u3002** \u7279\u5b9a\u306e\u90e8\u7f72\u3067\u8a8d\u8a3c\u60c5\u5831\u306e\u76f4\u66f8\u304d\u304c\u7d9a\u304f\u306a\u3089\u3001**\u305d\u306e\u90e8\u7f72\u5411\u3051\u306b\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u306e\u4f7f\u3044\u65b9\u3092\u6559\u3048\u308b\u307b\u3046\u304c\u30011\u672c\u305a\u3064\u6307\u6458\u3059\u308b\u3088\u308a\u65e9\u304f\u6e1b\u308a\u307e\u3059\u3002**","minimal_setup":"1. \u767b\u9332\u6e08\u307f\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u304b\u308910\u672c\u3092\u9078\u3076\uff08**\u3046\u3061\u6570\u672c\u306f\u3001\u904e\u53bb\u306b\u6307\u6458\u3057\u3066\u76f4\u3057\u305f\u3082\u306e\u306e\u76f4\u3059\u524d\u306e\u7248\u3092\u5165\u308c\u308b**\uff09\n2. \u8a8d\u8a3c\u60c5\u5831\u3089\u3057\u3044\u5024\u3092\u624b\u3067\u4f0f\u305b\u308b\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b\u3001\u7b2c7\u7ae0\u306e\u89b3\u70b9\u3068\u91cd\u3055\u306e\u57fa\u6e96\u3068\u4e00\u7dd2\u306b1\u672c\u305a\u3064\u8cbc\u308b\n4. \u8fd4\u3063\u3066\u304d\u305f\u5224\u5b9a\u3092\u3001\u904e\u53bb\u306e\u6307\u6458\u3068\u898b\u6bd4\u3079\u308b\n\n**10\u672c\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u53ce\u96c6\u306e\u4ed5\u7d44\u307f\u3092\u4f5c\u308b\u524d\u306b\u3001**8\u3064\u306e\u89b3\u70b9\u3067\u5224\u5b9a\u3067\u304d\u308b\u304b\u3001\u6307\u6458\u304c\u5897\u3048\u3059\u304e\u306a\u3044\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u904e\u53bb\u306b\u6307\u6458\u3057\u305f\u3082\u306e\u3068\u540c\u3058\u89b3\u70b9\u304c `high` \u3067\u51fa\u305f | **\u53ce\u96c6\u3068API\u306e\u547c\u3073\u51fa\u3057\u306b\u9032\u3080** |\n| 8\u3064\u4ee5\u5916\u306e\u6307\u6458\u304c\u6df7\u3056\u308b | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| `unknown` \u304c\u591a\u3044 | \u53f0\u5e33\u306e\u76ee\u7684\u306e\u6b04\u304c\u8db3\u308a\u306a\u3044\u3002**\u53f0\u5e33\u306e\u6574\u5099\u304c\u5148** |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u76ee\u7684\u304c\u300c\u696d\u52d9\u306e\u52b9\u7387\u5316\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u305f\u53f0\u5e33\u3067\u306f\u3001**\u524a\u9664\u304c\u610f\u56f3\u3069\u304a\u308a\u304b\u3092AI\u3082\u4eba\u3082\u5224\u65ad\u3067\u304d\u307e\u305b\u3093\u3002** \u4f55\u306e\u8868\u3092\u3001\u4f55\u306e\u305f\u3081\u306b\u3001\u3069\u306e\u983b\u5ea6\u3067\u89e6\u308b\u306e\u304b\u3092\u66f8\u3044\u3066\u3082\u3089\u3046\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\u3002","minimal_setup_short":"\u624b\u3067\u30bd\u30fc\u30b9\u3092\u8cbc\u308a\u30018\u3064\u306e\u89b3\u70b9\u3067\u5224\u5b9a\u3055\u305b\u308b \uff0f 1\u672c\u305a\u3064\u306e\u5224\u5b9a","semi_auto_setup":"\u4e0a\u8a18\uff0b\u6bce\u67081\u65e5\u306b\u53f0\u5e33\u304b\u3089\u5bfe\u8c61\u3092\u9078\u3073\u3001\u30bd\u30fc\u30b9\u306e\u53d6\u308a\u51fa\u3057\u3001Bandit\u3001Claude API \u306e\u5224\u5b9a\u3001\u4e00\u89a7\u3078\u306e\u66f8\u304d\u8fbc\u307f\u307e\u3067\u3092\u52d5\u304b\u3059 \uff0f \u53ce\u96c6\u3068\u5224\u5b9a\u3068\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u30ea\u30dd\u30b8\u30c8\u30ea\u3078\u306e\u5909\u66f4\u3084 Apps Script \u306e\u5909\u66f4\u3092\u304d\u3063\u304b\u3051\u306b\u305d\u306e\u90fd\u5ea6\u70b9\u691c\u3057\u3001\u6301\u3061\u4e3b\u3078\u306e\u9023\u7d61\u306e\u4e0b\u66f8\u304d\u3092\u81ea\u52d5\u3067\u7528\u610f\u3059\u308b \uff0f \u5909\u66f4\u306e\u305f\u3073\u306e\u70b9\u691c\u3068\u9023\u7d61\u306e\u4e0b\u66f8\u304d","level_note":"**\u672c\u8a18\u4e8b\u304c\u60f3\u5b9a\u3059\u308b\u306e\u306f\u534a\u81ea\u52d5\u5316\u3067\u3059\u3002** 1\u672c30\u5206\u304c6\u5206\u306b\u306a\u308b\u306e\u306f\u3001\u3053\u306e\u6bb5\u968e\u3067\u3059\u3002**\u8aad\u308020\u5206\u304c\u3001\u5224\u5b9a\u306e\u7d50\u679c\u3092\u78ba\u304b\u3081\u308b\u6642\u9593\u306b\u7f6e\u304d\u63db\u308f\u308a\u307e\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u3067\u5909\u308f\u308b\u306e\u306f\u3001\u70b9\u691c\u306e\u6642\u671f\u3067\u3059\u3002** \u6708\u306b1\u56de\u3067\u306f\u306a\u304f\u3001\u5909\u66f4\u306e\u305f\u3073\u306b\u70b9\u691c\u3055\u308c\u307e\u3059\u3002**\u7b2c3\u7ae0\u306e\uff08c\uff09\u306e\u3088\u3046\u306a\u300c\u70b9\u691c\u306e\u5f8c\u306e\u5909\u66f4\u300d\u306e\u4e8b\u6545\u3092\u3001\u7fcc\u6708\u307e\u3067\u5f85\u305f\u305a\u306b\u6b62\u3081\u3089\u308c\u307e\u3059\u3002** \u305f\u3060\u3057\u3001\u5909\u66f4\u3092\u304d\u3063\u304b\u3051\u306b\u3059\u308b\u4ed5\u7d44\u307f\u306f\u7f6e\u304d\u5834\u6240\u3054\u3068\u306b\u4f5c\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u958b\u767a\u306e\u624b\u9593\u304c\u5897\u3048\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u76f4\u66f8\u304d\u306e\u30ad\u30fc\u3092\u305d\u306e\u307e\u307eAPI\u306b\u9001\u3063\u3066\u3057\u307e\u3046 | **\u6587\u5b57\u5217\u306e\u691c\u7d22\u3067\u898b\u3064\u3051\u305f\u5024\u3092\u4f0f\u305b\u3066\u304b\u3089\u6e21\u3059** |\n| AI\u304c\u8a72\u5f53\u306a\u3057\u306b\u5bc4\u308b | \u8ff7\u3063\u305f\u3089 `unknown` \u3092\u9078\u3070\u305b\u3001\u4eba\u306b\u56de\u3059 |\n| 8\u3064\u4ee5\u5916\u306e\u6307\u6458\u304c\u5897\u3048\u308b | \u89b3\u70b9\u3092\u56fa\u5b9a\u3057\u3001\u6307\u793a\u306b\u300c\u89e6\u308c\u306a\u3044\u300d\u3068\u66f8\u304f |\n| \u89b3\u70b9\u3092\u98db\u3070\u3057\u305f\u7d50\u679c\u304c\u8fd4\u308b | 8\u500b\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u6570\u3048\u308b\u3002\u30b9\u30ad\u30fc\u30de\u3067\u306f\u5f37\u5236\u3067\u304d\u306a\u3044 |\n| \u610f\u56f3\u3069\u304a\u308a\u306e\u524a\u9664\u3092\u898b\u9003\u3059 | \u4ef6\u6570\u306e\u4e0a\u9650\u304b\u78ba\u8a8d\u304c\u7121\u3051\u308c\u3070 `medium` \u306b\u3059\u308b |\n| Apps Script \u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u53d6\u308a\u51fa\u305b\u306a\u3044 | \u70b9\u691c\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3078\u306e\u5171\u6709\u3092\u767b\u9332\u306e\u6c7a\u307e\u308a\u306b\u3059\u308b |\n| \u70b9\u691c\u306e\u5f8c\u306e\u5909\u66f4\u304c\u898b\u3089\u308c\u306a\u3044 | \u5909\u66f4\u65e5\u3068\u70b9\u691c\u65e5\u3092\u6bd4\u3079\u3001\u5909\u66f4\u3055\u308c\u305f\u3082\u306e\u3092\u6bce\u6708\u306e\u5bfe\u8c61\u306b\u5165\u308c\u308b |\n| \u70b9\u691c\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u6a29\u9650\u304c\u5e83\u3059\u304e\u308b | `script.projects.readonly` \u306a\u3069\u8aad\u307f\u53d6\u308a\u3060\u3051\u306e\u30b9\u30b3\u30fc\u30d7\u306b\u3059\u308b |\n| AI\u304c\u76f4\u3057\u305f\u30bd\u30fc\u30b9\u3092\u8fd4\u3059 | \u76f4\u3057\u65b9\u306f\u6587\u3067\u30012\u6587\u4ee5\u5185\u306b\u3055\u305b\u308b |\n| \u6307\u6458\u304c\u81ea\u52d5\u3067\u6301\u3061\u4e3b\u306b\u98db\u3076 | **\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u3066\u304b\u3089\u9001\u308b** |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** 1\u884c\u76ee\u306f**\u70b9\u691c\u306e\u305f\u3081\u306b\u79d8\u5bc6\u3092\u5916\u3078\u51fa\u3057\u3066\u3057\u307e\u3046**\u5931\u6557\u30012\u884c\u76ee\u306f**\u898b\u843d\u3068\u3057\u3092\u300c\u8a72\u5f53\u306a\u3057\u300d\u3068\u3057\u3066\u8a18\u9332\u3057\u3066\u3057\u307e\u3046**\u5931\u6557\u3067\u3059\u3002**\u3069\u3061\u3089\u3082\u3001\u70b9\u691c\u3092\u3057\u305f\u3064\u3082\u308a\u3067\u5b89\u5168\u304c\u4e0b\u304c\u308b\u5f62\u3067\u8d77\u304d\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u90e8\u7f72\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30bd\u30fc\u30b9\u3001\u305d\u306e\u4e2d\u306b\u3042\u308b\u793e\u5185\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u63a5\u7d9a\u5148\u3001\u8868\u3084\u30d5\u30a9\u30eb\u30c0\u306eID\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u305d\u3057\u3066**\u76f4\u66f8\u304d\u3055\u308c\u305f\u8a8d\u8a3c\u60c5\u5831**\u3067\u3059\u3002\n\n1. **\u8a8d\u8a3c\u60c5\u5831\u306e\u5024\u3092\u5916\u3078\u51fa\u3055\u306a\u3044** \u2026 \u6587\u5b57\u5217\u306e\u691c\u7d22\u3067\u898b\u3064\u3051\u305f\u5024\u306f\u4f0f\u305b\u3066\u304b\u3089 API \u306b\u6e21\u3057\u307e\u3059\u3002**\u691c\u7d22\u3067\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u76f4\u66f8\u304d\u306f\u3001\u305d\u306e\u307e\u307e\u9001\u3089\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u3092\u524d\u63d0\u306b\u3057\u3001API \u306e\u5229\u7528\u306e\u6761\u4ef6\u3092\u78ba\u304b\u3081\u3066\u304a\u304d\u307e\u3059**\n2. **\u70b9\u691c\u306e\u6a29\u9650\u3092\u8aad\u307f\u53d6\u308a\u306b\u9650\u308b** \u2026 Apps Script API \u306f `script.projects.readonly`\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u3082\u8aad\u307f\u53d6\u308a\u3060\u3051\u306b\u3057\u307e\u3059\n3. **\u79d8\u5bc6\u306e\u7f6e\u304d\u5834\u6240\u306e\u6c7a\u307e\u308a\u3092\u5148\u306b\u4f5c\u308b** \u2026 Apps Script \u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u306f\u3001\u516c\u5f0f\u306e\u30ac\u30a4\u30c9\u3067\u300c\u958b\u767a\u8005\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e6\u30fc\u30b6\u30fc\u540d\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u300d\u306e\u3088\u3046\u306a**\u30a2\u30d7\u30ea\u5168\u4f53\u306e\u8a2d\u5b9a**\u306e\u7f6e\u304d\u5834\u6240\u306e\u4f8b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30ac\u30a4\u30c9\u306b\u306f\u5024\u306e\u6697\u53f7\u5316\u3084\u4fdd\u8b77\u306b\u3064\u3044\u3066\u306e\u8a18\u8f09\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u3069\u306e\u79d8\u5bc6\u3092\u3069\u3053\u306b\u7f6e\u304f\u304b\u306f\u3001\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u304c\u6c7a\u307e\u308a\u3068\u3057\u3066\u793a\u3057\u307e\u3059**\n4. **\u3053\u306e\u69cb\u6210\u306f\u8106\u5f31\u6027\u306e\u8a3a\u65ad\u3092\u4ee3\u66ff\u3057\u307e\u305b\u3093** \u2026 8\u3064\u306e\u89b3\u70b9\u306f\u3001\u90e8\u7f72\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u3088\u304f\u8d77\u304d\u308b\u5371\u306a\u3044\u66f8\u304d\u65b9\u306b\u7d5e\u3063\u305f\u3082\u306e\u3067\u3059\u3002**\u5916\u90e8\u306b\u516c\u958b\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3084\u500b\u4eba\u60c5\u5831\u3092\u5927\u91cf\u306b\u6271\u3046\u51e6\u7406\u306f\u3001\u5225\u306b\u8a3a\u65ad\u3092\u53d7\u3051\u307e\u3059**\n5. **\u6b62\u3081\u308b\u304b\u3069\u3046\u304b\u306f\u4eba\u304c\u6c7a\u3081\u308b** \u2026 `high` \u304c\u51fa\u3066\u3082\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u6b62\u3081\u308b\u304b\u306f**\u696d\u52d9\u3078\u306e\u5f71\u97ff\u3092\u898b\u3066\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u3068\u90e8\u7f72\u304c\u6c7a\u3081\u307e\u3059**\n6. **\u6301\u3061\u4e3b\u3092\u8cac\u3081\u308b\u9053\u5177\u306b\u3057\u306a\u3044** \u2026 \u6307\u6458\u306e\u4ef6\u6570\u3092\u4eba\u4e8b\u306e\u8a55\u4fa1\u306b\u4f7f\u3044\u307e\u305b\u3093\u3002**\u90e8\u7f72\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3065\u304f\u308a\u3092\u7d9a\u3051\u3066\u3082\u3089\u3046\u3053\u3068\u304c\u3001\u305d\u3082\u305d\u3082\u306e\u76ee\u7684\u3067\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5371\u306a\u3044\u66f8\u304d\u65b9\u3092\u898b\u843d\u3068\u3059\u3053\u3068\u3068\u3001\u70b9\u691c\u306e\u305f\u3081\u306b\u79d8\u5bc6\u3092\u5916\u3078\u51fa\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f `unknown` \u306b\u5012\u3059\u6307\u793a\u30688\u500b\u306e\u6570\u306e\u78ba\u8a8d\u3067\u3001\u5f8c\u8005\u306f\u5024\u3092\u4f0f\u305b\u308b\u524d\u51e6\u7406\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u73fe\u5834\u306e\u90e8\u7f72\u304c Python \u3084 Google Apps Script \u3067\u696d\u52d9\u306e\u5c0f\u3055\u306a\u81ea\u52d5\u5316\u3092\u4f5c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u767b\u9332\u3055\u308c\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u6570\u767e\u672c\u3042\u308b\u4f1a\u793e\u3002\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u304c\u5168\u90e8\u3092\u8aad\u3080\u4eba\u624b\u304c\u7121\u304f\u3001API\u30ad\u30fc\u3084\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u76f4\u66f8\u304d\u3001\u78ba\u8a8d\u306a\u3057\u306e\u5168\u4ef6\u524a\u9664\u304c\u898b\u3064\u304b\u308b\u306e\u306f\u4e8b\u6545\u306e\u5f8c\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u767b\u9332\u306e\u53f0\u5e33\u3068\u7f6e\u304d\u5834\u6240\uff08\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3084\u30ea\u30dd\u30b8\u30c8\u30ea\u3001Apps Script \u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\uff09\u304c\u3059\u3067\u306b\u6c7a\u307e\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u6570\u5341\u672c\u3067\u3001\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u304c\u5909\u66f4\u306e\u305f\u3073\u306b\u76ee\u3067\u8aad\u3081\u3066\u3044\u308b\u5834\u5408\u3002\u696d\u52d9\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u3059\u3079\u3066\u958b\u767a\u4f1a\u793e\u304c\u4f5c\u308a\u3001\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u306e\u624b\u9806\u304c\u3059\u3067\u306b\u3042\u308b\u5834\u5408\u3002\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u7f6e\u304d\u5834\u6240\u304c\u3070\u3089\u3070\u3089\u3067\u3001\u3069\u3053\u306b\u4f55\u672c\u3042\u308b\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u5834\u5408\uff08\u5148\u306b\u53f0\u5e33\u3065\u304f\u308a\u304c\u8981\u308b\uff09\u3002\u306a\u304a\u3001\u305d\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f7f\u3044\u7d9a\u3051\u3066\u3088\u3044\u304b\u306e\u5224\u65ad\u3001\u696d\u52d9\u3078\u306e\u5f71\u97ff\u306e\u8a55\u4fa1\u3001\u8106\u5f31\u6027\u306e\u8a3a\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u89b3\u70b9\u306e\u8868\u3068\u76f4\u3057\u65b9\u306e\u6c7a\u307e\u308a\u3092\u4f5c\u308b**\n\n8\u3064\u306e\u89b3\u70b9\u3054\u3068\u306b\u3001\u8a72\u5f53\u3059\u308b\u4f8b\u3001\u91cd\u3055\u306e\u57fa\u6e96\u3001\u76f4\u3057\u65b9\u306e\u6c7a\u307e\u308a\u30921\u679a\u306b\u307e\u3068\u3081\u307e\u3059\u3002**Apps Script \u306f\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u3001Python \u306f\u74b0\u5883\u5909\u6570\u304b\u79d8\u5bc6\u60c5\u5831\u306e\u7f6e\u304d\u5834\u6240\u3001\u306e\u3088\u3046\u306b\u3001\u7f6e\u304d\u5834\u6240\u306e\u6c7a\u307e\u308a\u3082\u3053\u3053\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a10\u672c\u3067\u8a66\u3059**\n\n\u904e\u53bb\u306b\u6307\u6458\u3057\u305f\u3053\u3068\u306e\u3042\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u542b\u308010\u672c\u3067\u3001\u7b2c8\u7ae0\u306e\u624b\u9806\u3092\u8a66\u3057\u307e\u3059\u3002**AI\u304c\u904e\u53bb\u306e\u6307\u6458\u3068\u540c\u3058\u89b3\u70b9\u3092\u62fe\u3046\u304b\u30018\u3064\u4ee5\u5916\u306e\u6307\u6458\u304c\u5897\u3048\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u53f0\u5e33\u3068\u5171\u6709\u3092\u6574\u3048\u308b**\n\n\u53f0\u5e33\u306e\u76ee\u7684\u306e\u6b04\u3092\u66f8\u304d\u76f4\u3057\u3066\u3082\u3089\u3044\u3001**Apps Script \u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u70b9\u691c\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u5171\u6709\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002** \u5171\u6709\u3055\u308c\u3066\u3044\u306a\u3044\u3082\u306e\u306e\u4e00\u89a7\u3092\u90e8\u7f72\u3054\u3068\u306b\u51fa\u3057\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53ce\u96c6\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u308b**\n\n\u53f0\u5e33\u3092\u8aad\u307f\u3001\u30bd\u30fc\u30b9\u3092\u53d6\u308a\u51fa\u3057\u3001Bandit \u3092\u52d5\u304b\u3057\u3001Claude API \u3067\u5224\u5b9a\u3057\u3066\u4e00\u89a7\u306b\u66f8\u304f\u3068\u3053\u308d\u307e\u3067\u3092\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u6301\u3061\u4e3b\u3078\u306e\u9023\u7d61\u306f\u624b\u3067\u9001\u308a\u3001\u5224\u5b9a\u306e\u5f53\u305f\u308a\u5916\u308c\u3092\u8a18\u9332\u3057\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u6bce\u67081\u65e5\u306e\u5b9a\u6642\u5b9f\u884c\u306b\u5207\u308a\u66ff\u3048\u3001`high` \u3068 `unknown` \u306e\u4ef6\u6570\u3092\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 1\u672c30\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u3001\u90e8\u7f72\u3054\u3068\u306e `high` \u306e\u4ef6\u6570\u3092\u7814\u4fee\u306e\u984c\u6750\u306b\u4f7f\u3044\u307e\u3059\u3002**`unknown` \u304c\u5168\u4f53\u306e1\u5272\u3092\u5207\u308a\u3001\u70b9\u691c\u306e\u5f8c\u306e\u5909\u66f4\u304c\u6bce\u6708\u5fc5\u305a\u70b9\u691c\u306b\u5165\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0195","UC-0061","UC-0574","UC-0005"],"related_articles":[{"id":7432,"slug":"ai-seisei-bunsho-hantei","title":"AI\u751f\u6210\u306e\u6587\u7ae0\u306f\u898b\u5206\u3051\u3089\u308c\u308b\uff1f\uff5c\u5224\u5b9a\u30c4\u30fc\u30eb\u306e\u9650\u754c"},{"id":5864,"slug":"soft-404-hantei","title":"\u30bd\u30d5\u30c8404\u3068\u5224\u5b9a\u3055\u308c\u308b\u539f\u56e0\uff5c\u6d88\u3048\u305f\u3068\u8aa4\u89e3\u3057\u306a\u3044"},{"id":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u69cb\u9020\u5316\u51fa\u529b\u304c `output_config.format` \u306b `type: \"json_schema\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u5f62\u3067\u3042\u308a\u3001Claude API \u3067\u4e00\u822c\u63d0\u4f9b\uff08GA\uff09\u3067\u3042\u308b\u3053\u3068\u3002\u6570\u5024\u306e\u7bc4\u56f2\u3001\u6587\u5b57\u5217\u306e\u9577\u3055\u3001`minItems` \u304c0\u304b1\u3092\u8d85\u3048\u308b\u914d\u5217\u306e\u5236\u7d04\u306b\u5bfe\u5fdc\u305b\u305a\u3001`additionalProperties` \u306f `false` \u304c\u5fc5\u8981\u306a\u3053\u3068\u3002\u62d2\u5426\u3084 `max_tokens` \u306e\u6253\u3061\u5207\u308a\u3067\u5f62\u3069\u304a\u308a\u306b\u8fd4\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u3053\u3068 | [Claude API \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-12 |\n| `GET https:\/\/script.googleapis.com\/v1\/projects\/{scriptId}\/content` \u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4e2d\u8eab\u3092\u8fd4\u3059\u3053\u3068\u3002`files` \u306e\u3046\u30611\u3064\u304c\u300cappsscript\u300d\u3068\u3044\u3046\u540d\u524d\u306e JSON \u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3067\u3042\u308b\u3053\u3068\u3002\u30b9\u30b3\u30fc\u30d7\u304c `script.projects` \u304b `script.projects.readonly` \u3067\u3042\u308b\u3053\u3068\u3002`versionNumber` \u3092\u4ed8\u3051\u306a\u3051\u308c\u3070 HEAD \u304c\u8fd4\u308b\u3053\u3068 | [Apps Script API: projects.getContent](https:\/\/developers.google.com\/apps-script\/api\/reference\/rest\/v1\/projects\/getContent) | 2026-10-12 |\n| File \u306b `name`\u3001`type`\u3001`source`\u3001`lastModifyUser`\u3001`updateTime` \u304c\u3042\u308b\u3053\u3068\u3002`type` \u304c `SERVER_JS`\u3001`HTML`\u3001`JSON`\uff08\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u306e\u307f\uff09\u3067\u3042\u308b\u3053\u3068 | [Apps Script API: File](https:\/\/developers.google.com\/apps-script\/api\/reference\/rest\/v1\/File) | 2026-10-12 |\n| \u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u304c\u3001\u958b\u767a\u8005\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e6\u30fc\u30b6\u30fc\u540d\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u3088\u3046\u306a\u30a2\u30d7\u30ea\u5168\u4f53\u306e\u8a2d\u5b9a\u306b\u4f7f\u308f\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3002\u5024\u306e\u6697\u53f7\u5316\u3084\u4fdd\u8b77\u306e\u8a18\u8f09\u304c\u7121\u3044\u3053\u3068 | [Apps Script: Properties Service](https:\/\/developers.google.com\/apps-script\/guides\/properties) | 2026-10-12 |\n| Bandit \u304c Python \u306e\u30b3\u30fc\u30c9\u306e\u3088\u304f\u3042\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u554f\u984c\u3092\u63a2\u3059\u30c4\u30fc\u30eb\u3067\u3001\u5404\u30d5\u30a1\u30a4\u30eb\u306e AST \u3092\u4f5c\u3063\u3066\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u52d5\u304b\u3057\u3001\u5831\u544a\u3092\u51fa\u3059\u3053\u3068 | [Bandit documentation](https:\/\/bandit.readthedocs.io\/en\/latest\/) | 2026-10-12 |\n| B105\uff0fB106\uff08\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u76f4\u66f8\u304d\uff09\u3001B110\uff0fB112\uff08try-except-pass\uff0fcontinue\uff09\u3001B113\uff08\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u306e\u7121\u3044\u901a\u4fe1\uff09\u3001B501\uff08\u8a3c\u660e\u66f8\u306e\u691c\u8a3c\u306e\u7121\u52b9\u5316\uff09\u3001B602\uff08shell=True\uff09\u306e\u30c6\u30b9\u30c8\u304c\u3042\u308b\u3053\u3068 | [Bandit: Test Plugins](https:\/\/bandit.readthedocs.io\/en\/latest\/plugins\/index.html) | 2026-10-12 |\n| \u5831\u544a\u306e\u5f62\u306b csv\u3001html\u3001json\u3001sarif\u3001text\u3001xml\u3001yaml \u306a\u3069\u304c\u3042\u308b\u3053\u3068 | [Bandit: Report Formatters](https:\/\/bandit.readthedocs.io\/en\/latest\/formatters\/index.html) | 2026-10-12 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