diff --git "a/role_bank.json" "b/role_bank.json"
new file mode 100644--- /dev/null
+++ "b/role_bank.json"
@@ -0,0 +1,7613 @@
+{
+  "construction": {
+    "role_key": "construction",
+    "english_name": "Construction",
+    "japanese_name": "建設",
+    "intro_jp": "これから建設の仕事の面接練習を始めます。よろしくお願いします。",
+    "min_questions": 3,
+    "max_questions": 20,
+    "early_fail_threshold": 3.5,
+    "question_count": 109,
+    "questions": [
+      {
+        "id": "construction_common_name_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "お名前を教えてください。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_name_2",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "フルネームでお願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_country_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "どこの国から来ましたか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_city_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "国のどの町から来ましたか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_age_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "年齢は何歳ですか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_reason_japan_1",
+        "theme": "motivation",
+        "stage": "screening",
+        "jp": "日本へ行きたい理由は何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_reason_japan_2",
+        "theme": "motivation",
+        "stage": "screening",
+        "jp": "どうして日本で働きたいですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_japanese_1",
+        "theme": "language",
+        "stage": "screening",
+        "jp": "日本語はどのくらい勉強しましたか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_japanese_2",
+        "theme": "language",
+        "stage": "screening",
+        "jp": "日本語の勉強は毎日していますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_experience_1",
+        "theme": "experience",
+        "stage": "screening",
+        "jp": "この仕事の経験はありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_experience_2",
+        "theme": "experience",
+        "stage": "screening",
+        "jp": "前に似た仕事をしたことがありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_strength_1",
+        "theme": "personality",
+        "stage": "followup",
+        "jp": "自分の長所を一つ話してください。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_weakness_1",
+        "theme": "personality",
+        "stage": "followup",
+        "jp": "自分の弱いところは何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_teamwork_1",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "チームで働くことは好きですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_schedule_1",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "朝早い仕事や残業は大丈夫ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_health_1",
+        "theme": "health",
+        "stage": "followup",
+        "jp": "体力には自信がありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_manners_1",
+        "theme": "manners",
+        "stage": "followup",
+        "jp": "時間を守ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_repeat_1",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "すみません、もう一度お願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_repeat_2",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "声が小さいです。もう少し大きい声で話してください。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_mic_1",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "音が聞こえません。マイクを確認して、もう一度お願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_common_close_1",
+        "theme": "closing",
+        "stage": "followup",
+        "jp": "最後に何か言いたいことはありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_role_001",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "建設の仕事で大切だと思うことは何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設"
+        ]
+      },
+      {
+        "id": "construction_role_002",
+        "theme": "motivation",
+        "stage": "role",
+        "jp": "建設の仕事に興味を持った理由は何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設"
+        ]
+      },
+      {
+        "id": "construction_role_003",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "建設の仕事は大変なこともありますが、がんばれますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設"
+        ]
+      },
+      {
+        "id": "construction_role_004",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "建設の仕事で一番必要な力は何だと思いますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設"
+        ]
+      },
+      {
+        "id": "construction_role_005",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事でどんな作業をしましたか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_006",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "前の仕事で気をつけていたことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_007",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事で一番大変だったことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_008",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事でうれしかったことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_009",
+        "theme": "experience",
+        "stage": "role",
+        "jp": "経験がなくても、勉強する気持ちはありますか。",
+        "difficulty": "N4",
+        "branch": "no_exp",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_010",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "分からないことがあったら、すぐ聞くことができますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_011",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "新しい仕事を早く覚える自信はありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_012",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "先輩に教えてもらったこと���メモできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_013",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "チームで意見が違うとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "チーム"
+        ]
+      },
+      {
+        "id": "construction_role_014",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "先輩の指示が分からないとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_015",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "忙しいときでも落ち着いて働けますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_016",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "同じ作業をくり返すことは大丈夫ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_017",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "報告・連絡・相談はできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_018",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "注意されたとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_019",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "外の仕事で問題があったら、まず何をしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_020",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "足場で危ないと思ったら、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "危ない"
+        ]
+      },
+      {
+        "id": "construction_role_021",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "外の仕事で忙しいとき、何を大切にしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_022",
+        "theme": "reliability",
+        "stage": "role",
+        "jp": "朝の仕事でミスをしたら、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_023",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "現場で材料を運ぶとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "現場",
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_024",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "現場で材料を運ぶことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "現場"
+        ]
+      },
+      {
+        "id": "construction_role_025",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "足場で材料を運ぶとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_026",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "足場で材料を運ぶことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_027",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "工具で材料を運ぶとき、何に気をつけま��か。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "工具",
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_028",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "工具で材料を運ぶことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "工具"
+        ]
+      },
+      {
+        "id": "construction_role_029",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "安全靴で材料を運ぶとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "安全",
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_030",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "安全靴で材料を運ぶことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_031",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "ヘルメットで材料を運ぶとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ヘルメット",
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_032",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "ヘルメットで材料を運ぶことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ヘルメット"
+        ]
+      },
+      {
+        "id": "construction_role_033",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "朝の仕事で材料を運ぶとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_034",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "朝の仕事で材料を運ぶことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_035",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "外の仕事で材料を運ぶとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_036",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "外の仕事で材料を運ぶことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_037",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "重い物で材料を運ぶとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_038",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "重い物で材料を運ぶことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_039",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "現場で掃除をするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "現場",
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_040",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "現場で掃除をすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "現場"
+        ]
+      },
+      {
+        "id": "construction_role_041",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "足場で掃除をするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_042",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "足場で掃除をすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_043",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "工具で掃除をするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "工具",
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_044",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "工具で掃除をすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "工具"
+        ]
+      },
+      {
+        "id": "construction_role_045",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "安全靴で掃除をするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "安全",
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_046",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "安全靴で掃除をすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_047",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "ヘルメットで掃除をするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ヘルメット",
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_048",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "ヘルメットで掃除をすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ヘルメット"
+        ]
+      },
+      {
+        "id": "construction_role_049",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "朝の仕事で掃除をするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_050",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "朝の仕事で掃除をすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_051",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "外の仕事で掃除をするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_052",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "外の仕事で掃除をすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_053",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "重い物で掃除をするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_054",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "重い物で掃除をすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_055",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "現場で道具を準備するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "現場",
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_056",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "現場で道具を準備することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "現場"
+        ]
+      },
+      {
+        "id": "construction_role_057",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "足場で道具を準備するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_058",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "足場で道具を準備することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_059",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "工具で道具を準備するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "工具",
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_060",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "工具で道具を準備することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "工具"
+        ]
+      },
+      {
+        "id": "construction_role_061",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "安全靴で道具を準備するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "安全",
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_062",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "安全靴で道具を準備することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_063",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "ヘルメットで道具を準備するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ヘルメット",
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_064",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "ヘルメットで道具を準備することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ヘルメット"
+        ]
+      },
+      {
+        "id": "construction_role_065",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "朝の仕事で道具を準備するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_066",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "朝の仕事で道具を準備することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_067",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "外の仕事で道具を準備するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_068",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "外の仕事で道具を準備することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_069",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "重い物で道具を準備するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_070",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "重い物で道具を準備することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_071",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "現場で先輩の指示を聞くとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "現場",
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_072",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "現場で先輩の指示を聞くことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "現場"
+        ]
+      },
+      {
+        "id": "construction_role_073",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "足場で先輩の指示を聞くとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_074",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "足場で先輩の指示を聞くことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_075",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "工具で先輩の指示を聞くとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "工具",
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_076",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "工具で先輩の指示を聞くことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "工具"
+        ]
+      },
+      {
+        "id": "construction_role_077",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "安全靴で先輩の指示を聞くとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "安全",
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_078",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "安全靴で先輩の指示を聞くことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_079",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "ヘルメットで先輩の指示を聞くとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ヘルメット",
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_080",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "ヘルメットで先輩の指示を聞くことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ヘルメット"
+        ]
+      },
+      {
+        "id": "construction_role_081",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "朝の仕事で先輩の指示を聞くとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_082",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "朝の仕事で先輩の指示を聞くことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_083",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "外の仕事で先輩の指示を聞くとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_role_084",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "外の仕事で先輩の指示を聞くことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "建設",
+          "現場",
+          "安全"
+        ]
+      },
+      {
+        "id": "construction_role_085",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "重い物で先輩の指示を聞くとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "気をつけます"
+        ]
+      },
+      {
+        "id": "construction_closing_1",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "本日の建設の面接練習はここまでです。ご参加ありがとうございました。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_closing_2",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "今日はここまでです。おつかれさまでした。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "construction_closing_3",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "ご参加ありがとうございました。これで面接練習を終わります。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      }
+    ],
+    "priority_themes": [
+      "intro",
+      "motivation",
+      "language",
+      "experience",
+      "role_fit",
+      "safety",
+      "teamwork",
+      "reliability",
+      "closing"
+    ],
+    "expected_keywords": [
+      "建設",
+      "現場",
+      "安全",
+      "ヘルメット",
+      "体力",
+      "チーム",
+      "工具",
+      "危ない",
+      "気をつけます"
+    ]
+  },
+  "restaurant_konbini": {
+    "role_key": "restaurant_konbini",
+    "english_name": "Restaurant / Konbini",
+    "japanese_name": "外食・コンビニ",
+    "intro_jp": "これから外食・コンビニの仕事の面接練習を始めます。よろしくお願いします。",
+    "min_questions": 3,
+    "max_questions": 20,
+    "early_fail_threshold": 3.5,
+    "question_count": 109,
+    "questions": [
+      {
+        "id": "restaurant_konbini_common_name_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "お名前を教えてください。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_name_2",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "フルネームでお願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_country_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "どこの国から来ましたか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_city_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "国のどの町から来ましたか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_age_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "年齢は何歳ですか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_reason_japan_1",
+        "theme": "motivation",
+        "stage": "screening",
+        "jp": "日本へ行きたい理由は何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_reason_japan_2",
+        "theme": "motivation",
+        "stage": "screening",
+        "jp": "どうして日本で働きたいですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_japanese_1",
+        "theme": "language",
+        "stage": "screening",
+        "jp": "日本語はどのくらい勉強しましたか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_japanese_2",
+        "theme": "language",
+        "stage": "screening",
+        "jp": "日本語の勉強は毎日していますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_experience_1",
+        "theme": "experience",
+        "stage": "screening",
+        "jp": "この仕事の経験はありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_experience_2",
+        "theme": "experience",
+        "stage": "screening",
+        "jp": "前に似た仕事をしたことがありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_strength_1",
+        "theme": "personality",
+        "stage": "followup",
+        "jp": "自分の長所を一つ話してください。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_weakness_1",
+        "theme": "personality",
+        "stage": "followup",
+        "jp": "自分の弱いところは何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_teamwork_1",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "チームで働くことは好きですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_schedule_1",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "朝早い仕事や残業は大丈夫ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_health_1",
+        "theme": "health",
+        "stage": "followup",
+        "jp": "体力には自信がありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_manners_1",
+        "theme": "manners",
+        "stage": "followup",
+        "jp": "時間を守ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_repeat_1",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "すみません、もう一度お願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_repeat_2",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "声が小さいです。もう少し大きい声で話してください。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_mic_1",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "音が聞こえません。マイクを確認して、もう一度お願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_common_close_1",
+        "theme": "closing",
+        "stage": "followup",
+        "jp": "最後に何か言いたいことはありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_role_001",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "外食・コンビニの仕事で大切だと思うことは何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_002",
+        "theme": "motivation",
+        "stage": "role",
+        "jp": "外食・コンビニの仕事に興味を持った理由は何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_003",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "外食・コンビニの仕事は大変なこともありますが、がんばれますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_004",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "外食・コンビニの仕事で一番必要な力は何だと思いますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_005",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事でどんな作業をしましたか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_006",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "前の仕事で気をつけていたことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_007",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事で一番大変だったことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_008",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事でうれしかったことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_009",
+        "theme": "experience",
+        "stage": "role",
+        "jp": "経験がなくても、勉強する気持ちはありますか。",
+        "difficulty": "N4",
+        "branch": "no_exp",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_010",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "分からないことがあったら、すぐ聞くことができますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_011",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "新しい仕事を早く覚える自信はありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_012",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "先輩に教えてもらったことをメモできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_013",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "チームで意見が違うとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_014",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "先輩の指示が分からないとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_015",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "忙しいときでも落ち着いて働けますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_016",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "同じ作業をくり返すことは大丈夫ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_017",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "報告・連絡・相談はできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_018",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "注意されたとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_019",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "夜勤で問題があったら、まず何をしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_020",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "掃除で危ないと思ったら、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "掃除"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_021",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "レジで忙しいとき、何を大切にしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_022",
+        "theme": "reliability",
+        "stage": "role",
+        "jp": "レジでミスをしたら、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_023",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "レジでレジをするとき、何��気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_024",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "レジでレジをすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_025",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "店内でレジをするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_026",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "店内でレジをすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_027",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "お客様でレジをするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_028",
+        "theme": "service",
+        "stage": "role",
+        "jp": "お客様でレジをすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_029",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "商品でレジをするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ",
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_030",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "商品でレジをすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ",
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_031",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "忙しい時間でレジをするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ",
+          "時間"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_032",
+        "theme": "schedule",
+        "stage": "role",
+        "jp": "忙しい時間でレジをすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ",
+          "時間"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_033",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "夜勤でレジをするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_034",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "夜勤でレジをすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_035",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "掃除でレジをするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ",
+          "掃除"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_036",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "掃除でレジをすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ",
+          "掃除"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_037",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "品出しでレジをするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_038",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "品出しでレジをすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_039",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "レジで商品を並べるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ",
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_040",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "レジで商品を並べることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ",
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_041",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "店内で商品を並べるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_042",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "店内で商品を並べることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_043",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "お客様で商品を並べるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_044",
+        "theme": "service",
+        "stage": "followup",
+        "jp": "お客様で商品を並べることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_045",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "商品で商品を並べるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_046",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "商品で商品を並べることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_047",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "忙しい時間で商品を並べるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "商品",
+          "時間"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_048",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "忙しい時間で商品を並べることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "商品",
+          "時間"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_049",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "夜勤で商品を並べるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_050",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "夜勤で商品を並べることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_051",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "掃除で商品を並べるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "商品",
+          "掃除"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_052",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "掃除で商品を並べることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "商品",
+          "掃除"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_053",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "品出しで商品を並べるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_054",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "品出しで商品を並べることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_055",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "レジで店をきれいにするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_056",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "レジで店をきれいにすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_057",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "店内で店をきれいにするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_058",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "店内で店をきれいにすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_059",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "お客様で店をきれいにするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_060",
+        "theme": "service",
+        "stage": "followup",
+        "jp": "お客様で店をきれいにすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_061",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "商品で店をきれいにするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_062",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "商品で店をきれいにすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_063",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "忙しい時間で店をきれいにするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_064",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "忙しい時間で店をきれいにすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_065",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "夜勤で店をきれいにするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_066",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "夜勤で店をきれいにすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_067",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "掃除で店をきれいにするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "掃除"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_068",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "掃除で店をきれいにすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "掃除"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_069",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "品出しで店をきれいにするとき、何���気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_070",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "品出しで店をきれいにすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "接客",
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_071",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "レジでお客様にあいさつするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_072",
+        "theme": "service",
+        "stage": "followup",
+        "jp": "レジでお客様にあいさつすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "レジ"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_073",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "店内でお客様にあいさつするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_074",
+        "theme": "service",
+        "stage": "followup",
+        "jp": "店内でお客様にあいさつすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_075",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "お客様でお客様にあいさつするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_076",
+        "theme": "service",
+        "stage": "followup",
+        "jp": "お客様でお客様にあいさつすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_077",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "商品でお客様にあいさつするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_078",
+        "theme": "service",
+        "stage": "followup",
+        "jp": "商品でお客様にあいさつすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "商品"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_079",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "忙しい時間でお客様にあいさつするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "時間"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_080",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "忙しい時間でお客様にあいさつすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "時間"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_081",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "夜勤でお客様にあいさつするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_082",
+        "theme": "service",
+        "stage": "followup",
+        "jp": "夜勤でお客様にあいさつすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_083",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "掃除でお客様にあいさつするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "掃除"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_084",
+        "theme": "service",
+        "stage": "followup",
+        "jp": "掃除でお客様にあいさつすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "掃除"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_role_085",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "品出しでお客様にあいさつするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様"
+        ]
+      },
+      {
+        "id": "restaurant_konbini_closing_1",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "本日の外食・コンビニの面接練習はここまでです。ご参加ありがとうございました。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_closing_2",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "今日はここまでです。おつかれさまでした。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "restaurant_konbini_closing_3",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "ご参加ありがとうございました。これで面接練習を終わります。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      }
+    ],
+    "priority_themes": [
+      "intro",
+      "motivation",
+      "language",
+      "experience",
+      "role_fit",
+      "safety",
+      "teamwork",
+      "reliability",
+      "closing"
+    ],
+    "expected_keywords": [
+      "接客",
+      "お客様",
+      "レジ",
+      "笑顔",
+      "ていねい",
+      "商品",
+      "掃除",
+      "時間"
+    ]
+  },
+  "nursing_care": {
+    "role_key": "nursing_care",
+    "english_name": "Nursing Care",
+    "japanese_name": "介護",
+    "intro_jp": "これから介護の仕事の面接練習を始めます。よろしくお願いします。",
+    "min_questions": 3,
+    "max_questions": 20,
+    "early_fail_threshold": 3.5,
+    "question_count": 109,
+    "questions": [
+      {
+        "id": "nursing_care_common_name_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "お名前を教えてください。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_name_2",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "フルネームでお願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_country_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "どこの国から来ましたか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_city_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "国のどの町から来ましたか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_age_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "年齢は何歳ですか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_reason_japan_1",
+        "theme": "motivation",
+        "stage": "screening",
+        "jp": "日本へ行きたい理由は何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_reason_japan_2",
+        "theme": "motivation",
+        "stage": "screening",
+        "jp": "どうして日本で働きたいですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_japanese_1",
+        "theme": "language",
+        "stage": "screening",
+        "jp": "日本語はどのくらい勉強しましたか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_japanese_2",
+        "theme": "language",
+        "stage": "screening",
+        "jp": "日本語の勉強は毎日していますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_experience_1",
+        "theme": "experience",
+        "stage": "screening",
+        "jp": "この仕事の経験はありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_experience_2",
+        "theme": "experience",
+        "stage": "screening",
+        "jp": "前に似た仕事をしたことがありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_strength_1",
+        "theme": "personality",
+        "stage": "followup",
+        "jp": "自分の長所を一つ話してください。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_weakness_1",
+        "theme": "personality",
+        "stage": "followup",
+        "jp": "自分の弱いところは何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_teamwork_1",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "チームで働くことは好きですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_schedule_1",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "朝早い仕事や残業は大丈夫ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_health_1",
+        "theme": "health",
+        "stage": "followup",
+        "jp": "体力には自信がありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_manners_1",
+        "theme": "manners",
+        "stage": "followup",
+        "jp": "時間を守ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_repeat_1",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "すみません、もう一度お願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_repeat_2",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "声が小さいです。もう少し大きい声で話してください。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_mic_1",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "音が聞こえません。マイクを確認して、もう一度お願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_common_close_1",
+        "theme": "closing",
+        "stage": "followup",
+        "jp": "最後に何か言いたいことはありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_role_001",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "介護の仕事で大切だと思うことは何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護"
+        ]
+      },
+      {
+        "id": "nursing_care_role_002",
+        "theme": "motivation",
+        "stage": "role",
+        "jp": "介護の仕事に興味を持った理由は何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護"
+        ]
+      },
+      {
+        "id": "nursing_care_role_003",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "介護の仕事は大変なこともありますが、がんばれますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護"
+        ]
+      },
+      {
+        "id": "nursing_care_role_004",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "介護の仕事で一番必要な力は何だと思いますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護"
+        ]
+      },
+      {
+        "id": "nursing_care_role_005",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事でどんな作業をしましたか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_006",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "前の仕事で気をつけていたことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_007",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事で一番大変だったことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_008",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事でうれしかったことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_009",
+        "theme": "experience",
+        "stage": "role",
+        "jp": "経験がなくても、勉強する気持ちはありますか。",
+        "difficulty": "N4",
+        "branch": "no_exp",
+        "expected_keywords": [
+          "気持ち"
+        ]
+      },
+      {
+        "id": "nursing_care_role_010",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "分からないことがあったら、すぐ聞くことができますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_011",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "新しい仕事を早く覚える自信はありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_012",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "先輩に教えてもらったことをメモできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_013",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "チームで意見が違うとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_014",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "先輩の指示が分からないとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_015",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "忙しいときでも落ち着いて働けますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_016",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "同じ作業をくり返すことは大丈夫ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_017",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "報告・連絡・相談はできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_018",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "注意されたとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_019",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "食事で問題があったら、まず何をしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_020",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "会話で危ないと思ったら、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "会話"
+        ]
+      },
+      {
+        "id": "nursing_care_role_021",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "報告で忙しいとき、何を大切にしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_022",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "報告でミスをしたら、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_023",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "利用者さんで食事を手伝うとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "手伝う"
+        ]
+      },
+      {
+        "id": "nursing_care_role_024",
+        "theme": "service",
+        "stage": "role",
+        "jp": "利用者さんで食事を手伝うことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "手伝う"
+        ]
+      },
+      {
+        "id": "nursing_care_role_025",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "食事で食事を手伝うとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "手伝う"
+        ]
+      },
+      {
+        "id": "nursing_care_role_026",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "食事で食事を手伝うことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "手伝う"
+        ]
+      },
+      {
+        "id": "nursing_care_role_027",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "会話で食事を手伝うとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "手伝う",
+          "会話"
+        ]
+      },
+      {
+        "id": "nursing_care_role_028",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "会話で食事を手伝うことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "手伝う",
+          "会話"
+        ]
+      },
+      {
+        "id": "nursing_care_role_029",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "夜勤で食事を手伝うとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "手伝う"
+        ]
+      },
+      {
+        "id": "nursing_care_role_030",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "夜勤で食事を手伝うことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "手伝う"
+        ]
+      },
+      {
+        "id": "nursing_care_role_031",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "体調で食事を手伝うとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "手伝う"
+        ]
+      },
+      {
+        "id": "nursing_care_role_032",
+        "theme": "reliability",
+        "stage": "role",
+        "jp": "体調で食事を手伝うことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "手伝う"
+        ]
+      },
+      {
+        "id": "nursing_care_role_033",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "ていねいな言葉で食事を手伝うとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "手伝う"
+        ]
+      },
+      {
+        "id": "nursing_care_role_034",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "ていねいな言葉で食事を手伝うことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "手伝う"
+        ]
+      },
+      {
+        "id": "nursing_care_role_035",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "チームで食事を手伝うとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "手伝う"
+        ]
+      },
+      {
+        "id": "nursing_care_role_036",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "チームで食事を手伝うことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "手伝う"
+        ]
+      },
+      {
+        "id": "nursing_care_role_037",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "報告で食事を手伝うとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "手伝う"
+        ]
+      },
+      {
+        "id": "nursing_care_role_038",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "報告で食事を手伝うことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "手伝う"
+        ]
+      },
+      {
+        "id": "nursing_care_role_039",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "利用者さんでやさしく話すとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_040",
+        "theme": "service",
+        "stage": "role",
+        "jp": "利用者さんでやさしく話すことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_041",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "食事でやさしく話すとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_042",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "食事でやさしく話すことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_043",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "会話でやさしく話すとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "会話"
+        ]
+      },
+      {
+        "id": "nursing_care_role_044",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "会話でやさしく話すことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "会話"
+        ]
+      },
+      {
+        "id": "nursing_care_role_045",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "夜勤でやさしく話すとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_046",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "夜勤でやさしく話すことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_047",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "体調でやさしく話すとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_048",
+        "theme": "reliability",
+        "stage": "followup",
+        "jp": "体調でやさしく話すことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_049",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "ていねいな言葉でやさしく話すとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_050",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "ていねいな言葉でやさしく話すことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_051",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "チームでやさしく話すとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_052",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "チームでやさしく話すことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_053",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "報告でやさしく話すとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_054",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "報告でやさしく話すことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_055",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "利用者さんで体調を見るとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_056",
+        "theme": "reliability",
+        "stage": "followup",
+        "jp": "利用者さんで体調を見ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_057",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "食事で体調を見るとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_058",
+        "theme": "reliability",
+        "stage": "followup",
+        "jp": "食事で体調を見ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_059",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "会話で体調を見るとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "会話"
+        ]
+      },
+      {
+        "id": "nursing_care_role_060",
+        "theme": "reliability",
+        "stage": "followup",
+        "jp": "会話で体調を見ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "会話"
+        ]
+      },
+      {
+        "id": "nursing_care_role_061",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "夜勤で体調を見るとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_062",
+        "theme": "reliability",
+        "stage": "followup",
+        "jp": "夜勤で体調を見ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_063",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "体調で体調を見るとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_064",
+        "theme": "reliability",
+        "stage": "followup",
+        "jp": "体調で体調を見ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_065",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "ていねいな言葉で体調を見るとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_066",
+        "theme": "reliability",
+        "stage": "followup",
+        "jp": "ていねいな言葉で体調を見ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_067",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "チームで体調を見るとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_068",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "チームで体調を見ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_069",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "報告で体調を見るとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_070",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "報告で体調を見ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_071",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "利用者さんで先輩に報告するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_072",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "利用者さんで先輩に報告することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_073",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "食事で先輩に報告するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_074",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "食事で先輩に報告することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_075",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "会話で先輩に報告するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "会話"
+        ]
+      },
+      {
+        "id": "nursing_care_role_076",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "会話で先輩に報告することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "会話"
+        ]
+      },
+      {
+        "id": "nursing_care_role_077",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "夜勤で先輩に報告するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_078",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "夜勤で先輩に報告することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_079",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "体調で先輩に報告するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_080",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "体調で先輩に報告することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_081",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "ていねいな言葉で先輩に報告するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_082",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "ていねいな言葉で先輩に報告することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_083",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "チームで先輩に報告するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_084",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "チームで先輩に報告することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_role_085",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "報告で先輩に報告するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "介護",
+          "お年寄り",
+          "やさしい"
+        ]
+      },
+      {
+        "id": "nursing_care_closing_1",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "本日の介護の面接練習はここまでです。ご参加ありがとうございました。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_closing_2",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "今日はここまでです。おつかれさまでした。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "nursing_care_closing_3",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "ご参加ありがとうございました。これで面接練習を終わります。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      }
+    ],
+    "priority_themes": [
+      "intro",
+      "motivation",
+      "language",
+      "experience",
+      "role_fit",
+      "safety",
+      "teamwork",
+      "reliability",
+      "closing"
+    ],
+    "expected_keywords": [
+      "介護",
+      "お年寄り",
+      "やさしい",
+      "手伝う",
+      "気持ち",
+      "会話",
+      "安全",
+      "責任"
+    ]
+  },
+  "hotel_accommodation": {
+    "role_key": "hotel_accommodation",
+    "english_name": "Hotel / Accommodation",
+    "japanese_name": "宿泊",
+    "intro_jp": "これから宿泊の仕事の面接練習を始めます。よろしくお願いします。",
+    "min_questions": 3,
+    "max_questions": 20,
+    "early_fail_threshold": 3.5,
+    "question_count": 109,
+    "questions": [
+      {
+        "id": "hotel_accommodation_common_name_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "お名前を教えてください。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_name_2",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "フルネームでお願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_country_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "どこの国から来ましたか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_city_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "国のどの町から来ましたか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_age_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "年齢は何歳ですか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_reason_japan_1",
+        "theme": "motivation",
+        "stage": "screening",
+        "jp": "日本へ行きたい理由は何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_reason_japan_2",
+        "theme": "motivation",
+        "stage": "screening",
+        "jp": "どうして日本で働きたいですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_japanese_1",
+        "theme": "language",
+        "stage": "screening",
+        "jp": "日本語はどのくらい勉強しましたか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_japanese_2",
+        "theme": "language",
+        "stage": "screening",
+        "jp": "日本語の勉強は毎日していますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_experience_1",
+        "theme": "experience",
+        "stage": "screening",
+        "jp": "この仕事の経験はありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_experience_2",
+        "theme": "experience",
+        "stage": "screening",
+        "jp": "前に似た仕事をしたことがありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_strength_1",
+        "theme": "personality",
+        "stage": "followup",
+        "jp": "自分の長所を一つ話してください。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_weakness_1",
+        "theme": "personality",
+        "stage": "followup",
+        "jp": "自分の弱いところは何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_teamwork_1",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "チームで働くことは好きですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_schedule_1",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "朝早い仕事や残業は大丈夫ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_health_1",
+        "theme": "health",
+        "stage": "followup",
+        "jp": "体力には自信がありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_manners_1",
+        "theme": "manners",
+        "stage": "followup",
+        "jp": "時間を守ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_repeat_1",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "すみません、もう一度お願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_repeat_2",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "声が小さいです。もう少し大きい声で話してください。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_mic_1",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "音が聞こえません。マイクを確認して、もう一度お願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_common_close_1",
+        "theme": "closing",
+        "stage": "followup",
+        "jp": "最後に何か言いたいことはありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_role_001",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "宿泊の仕事で大切だと思うことは何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_002",
+        "theme": "motivation",
+        "stage": "role",
+        "jp": "宿泊の仕事に興味を持った理由は何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_003",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "宿泊の仕事は大変なこともありますが、がんばれますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_004",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "宿泊の仕事で一番必要な力は何だと思いますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_005",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事でどんな作業をしましたか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_006",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "前の仕事で気をつけていたことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_007",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事で一番大変だったことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_008",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事でうれしかったことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_009",
+        "theme": "experience",
+        "stage": "role",
+        "jp": "経験がなくても、勉強する気持ちはありますか。",
+        "difficulty": "N4",
+        "branch": "no_exp",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_010",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "分からないことがあったら、すぐ聞くことができますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_011",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "新しい仕事を早く覚える自信はありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_012",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "先輩に教えてもらったことをメモできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_013",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "チームで意見が違うとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_014",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "先輩の指示が分からないとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_015",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "忙しいときでも落ち着いて働けますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_016",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "同じ作業をくり返すことは大丈夫ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_017",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "報告・連絡・相談はできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_018",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "注意されたとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_019",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "部屋で問題があったら、まず何をしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_020",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "ベッドメイクで危ないと思ったら、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_021",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "電話で忙しいとき、何を大切にしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_022",
+        "theme": "reliability",
+        "stage": "role",
+        "jp": "部屋でミスをしたら、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_023",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "フロントでお客様を案内するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_024",
+        "theme": "service",
+        "stage": "role",
+        "jp": "フロントでお客様を案内することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_025",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "部屋でお客様を案内するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_026",
+        "theme": "service",
+        "stage": "role",
+        "jp": "部屋でお客様を案内することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_027",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "ベッドメイクでお客様を案内するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_028",
+        "theme": "service",
+        "stage": "role",
+        "jp": "ベッドメイクでお客様を案内することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_029",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "予約でお客様を案内するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "予約",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_030",
+        "theme": "service",
+        "stage": "role",
+        "jp": "予約でお客様を案内することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "予約",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_031",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "電話でお客様を案内するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_032",
+        "theme": "service",
+        "stage": "role",
+        "jp": "電話でお客様を案内することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_033",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "お客様の案内でお客様を案内するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_034",
+        "theme": "service",
+        "stage": "role",
+        "jp": "お客様の案内でお客様を案内することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_035",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "忙しい時間でお客様を案内するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_036",
+        "theme": "schedule",
+        "stage": "role",
+        "jp": "忙しい時間でお客様を案内することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_037",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "清掃でお客様を案内するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_038",
+        "theme": "service",
+        "stage": "role",
+        "jp": "清掃でお客様を案内することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_039",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "フロントで部屋をきれいにするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_040",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "フロントで部屋をきれいにすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_041",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "部屋で部屋をきれいにするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_042",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "部屋で部屋をきれいにすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_043",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "ベッドメイクで部屋をきれいにするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_044",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "ベッドメイクで部屋をきれいにすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_045",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "予約で部屋をきれいにするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_046",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "予約で部屋をきれいにすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_047",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "電話で部屋をきれいにするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_048",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "電話で部屋をきれいにすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_049",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "お客様の案内で部屋をきれいにするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_050",
+        "theme": "service",
+        "stage": "followup",
+        "jp": "お客様の案内で部屋をきれいにすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_051",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "忙しい時間で部屋をきれいにするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_052",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "忙しい時間で部屋をきれいにすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_053",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "清掃で部屋をきれいにするとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_054",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "清掃で部屋をきれいにすることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ホテル",
+          "お客様",
+          "接客"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_055",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "フロントで笑顔で話すとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "笑顔"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_056",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "フロントで笑顔で話すことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "笑顔"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_057",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "部屋で笑顔で話すとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "笑顔"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_058",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "部屋で笑顔で話すことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "笑顔"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_059",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "ベッドメイクで笑顔で話すとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "笑顔"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_060",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "ベッドメイクで笑顔で話すことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "笑顔"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_061",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "予約で笑顔で話すとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "笑顔",
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_062",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "予約で笑顔で話すことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "笑顔",
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_063",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "電話で笑顔で話すとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "笑顔"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_064",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "電話で笑顔で話すことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "笑顔"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_065",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "お客様の案内で笑顔で話すとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "笑顔",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_066",
+        "theme": "service",
+        "stage": "followup",
+        "jp": "お客様の案内で笑顔で話すことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "笑顔",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_067",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "忙しい時間で笑顔で話すとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "笑顔"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_068",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "忙しい時間で笑顔で話すことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "笑顔"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_069",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "清掃で笑顔で話すとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "笑顔"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_070",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "清掃で笑顔で話すことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "笑顔"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_071",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "フロントで予約を確認するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_072",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "フロントで予約を確認することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_073",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "部屋で予約を確認するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_074",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "部屋で予約を確認することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_075",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "ベッドメイクで予約を確認するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_076",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "ベッドメイクで予約を確認することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_077",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "予約で予約を確認するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_078",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "予約で予約を確認することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_079",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "電話で予約を確認するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_080",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "電話で予約を確認することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_081",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "お客様の案内で予約を確認するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "予約",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_082",
+        "theme": "service",
+        "stage": "followup",
+        "jp": "お客様の案内で予約を確認することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "お客様",
+          "予約",
+          "案内"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_083",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "忙しい時間で予約を確認するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_084",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "忙しい時間で予約を確認することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_role_085",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "清掃で予約を確認するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "予約"
+        ]
+      },
+      {
+        "id": "hotel_accommodation_closing_1",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "本日の宿泊の面接練習はここまでです。ご参加ありがとうございました。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_closing_2",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "今日はここまでです。おつかれさまでした。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "hotel_accommodation_closing_3",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "ご参加ありがとうございました。これで面接練習を終わります。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      }
+    ],
+    "priority_themes": [
+      "intro",
+      "motivation",
+      "language",
+      "experience",
+      "role_fit",
+      "safety",
+      "teamwork",
+      "reliability",
+      "closing"
+    ],
+    "expected_keywords": [
+      "ホテル",
+      "お客様",
+      "接客",
+      "笑顔",
+      "掃除",
+      "予約",
+      "案内",
+      "ていねい"
+    ]
+  },
+  "agriculture": {
+    "role_key": "agriculture",
+    "english_name": "Agriculture",
+    "japanese_name": "農業",
+    "intro_jp": "これから農業の仕事の面接練習を始めます。よろしくお願いします。",
+    "min_questions": 3,
+    "max_questions": 20,
+    "early_fail_threshold": 3.5,
+    "question_count": 109,
+    "questions": [
+      {
+        "id": "agriculture_common_name_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "お名前を教えてください。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_name_2",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "フルネームでお願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_country_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "どこの国から来ましたか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_city_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "国のどの町から来ましたか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_age_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "年齢は何歳ですか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_reason_japan_1",
+        "theme": "motivation",
+        "stage": "screening",
+        "jp": "日本へ行きたい理由は何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_reason_japan_2",
+        "theme": "motivation",
+        "stage": "screening",
+        "jp": "どうして日本で働きたいですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_japanese_1",
+        "theme": "language",
+        "stage": "screening",
+        "jp": "日本語はどのくらい勉強しましたか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_japanese_2",
+        "theme": "language",
+        "stage": "screening",
+        "jp": "日本語の勉強は毎日していますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_experience_1",
+        "theme": "experience",
+        "stage": "screening",
+        "jp": "この仕事の経験はありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_experience_2",
+        "theme": "experience",
+        "stage": "screening",
+        "jp": "前に似た仕事をしたことがありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_strength_1",
+        "theme": "personality",
+        "stage": "followup",
+        "jp": "自分の長所を一つ話してください。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_weakness_1",
+        "theme": "personality",
+        "stage": "followup",
+        "jp": "自分の弱いところは何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_teamwork_1",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "チームで働くことは好きですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_schedule_1",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "朝早い仕事や残業は大丈夫ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_health_1",
+        "theme": "health",
+        "stage": "followup",
+        "jp": "体力には自信がありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_manners_1",
+        "theme": "manners",
+        "stage": "followup",
+        "jp": "時間を守ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_repeat_1",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "すみません、もう一度お願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_repeat_2",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "声が小さいです。もう少し大きい声で話してください。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_mic_1",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "音が聞こえません。マイクを確認して、もう一度お願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_common_close_1",
+        "theme": "closing",
+        "stage": "followup",
+        "jp": "最後に何か言いたいことはありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_role_001",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "農業の仕事で大切だと思うことは何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業"
+        ]
+      },
+      {
+        "id": "agriculture_role_002",
+        "theme": "motivation",
+        "stage": "role",
+        "jp": "農業の仕事に興味を持った理由は何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業"
+        ]
+      },
+      {
+        "id": "agriculture_role_003",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "農業の仕事は大変なこともありますが、がんばれますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業"
+        ]
+      },
+      {
+        "id": "agriculture_role_004",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "農業の仕事で一番必要な力は何だと思いますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業"
+        ]
+      },
+      {
+        "id": "agriculture_role_005",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事でどんな作業をしましたか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "作業"
+        ]
+      },
+      {
+        "id": "agriculture_role_006",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "前の仕事で気をつけていたことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_007",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事で一番大変だったことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_008",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事でうれしかったことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_009",
+        "theme": "experience",
+        "stage": "role",
+        "jp": "経験がなくても、勉強する気持ちはありますか。",
+        "difficulty": "N4",
+        "branch": "no_exp",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_010",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "分からないことがあったら、すぐ聞くことができますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_011",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "新しい仕事を早く覚える自信はありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_012",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "先輩に教えてもらったことをメモできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_013",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "チームで意見が違うとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "チーム"
+        ]
+      },
+      {
+        "id": "agriculture_role_014",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "先輩の指示が分からないとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_015",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "忙しいときでも落ち着いて働けますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_016",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "同じ作業をくり返すことは大丈夫ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "作業"
+        ]
+      },
+      {
+        "id": "agriculture_role_017",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "報告・連絡・相談はできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_018",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "注意されたとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_019",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "水やりで問題があったら、まず何をしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_020",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "野菜で危ないと思ったら、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_021",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "収穫で忙しいとき、何を大切にしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_022",
+        "theme": "reliability",
+        "stage": "role",
+        "jp": "水やりでミスをしたら、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_023",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "畑で野菜を収穫するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "畑",
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_024",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "畑で野菜を収穫することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "畑",
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_025",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "朝早い仕事で野菜を収穫するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝",
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_026",
+        "theme": "schedule",
+        "stage": "role",
+        "jp": "朝早い仕事で野菜を収穫することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝",
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_027",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "天気で野菜を収穫するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "天気",
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_028",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "天気で野菜を収穫することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "天気",
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_029",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "暑い日で野菜を収穫するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_030",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "暑い日で野菜を収穫することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_031",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "野菜で野菜を収穫するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_032",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "野菜で野菜を収穫することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_033",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "収穫で野菜を収穫するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_034",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "収穫で野菜を収穫することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_035",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "水やりで野菜を収穫するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_036",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "水やりで野菜を収穫することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_037",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "外の仕事で野菜を収穫するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_038",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "外の仕事で野菜を収穫することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_039",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "畑で水をやるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "畑"
+        ]
+      },
+      {
+        "id": "agriculture_role_040",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "畑で水をやることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "畑"
+        ]
+      },
+      {
+        "id": "agriculture_role_041",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "朝早い仕事で水をやるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_042",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "朝早い仕事で水をやることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_043",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "天気で水をやるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "天気"
+        ]
+      },
+      {
+        "id": "agriculture_role_044",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "天気で水をやることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "天気"
+        ]
+      },
+      {
+        "id": "agriculture_role_045",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "暑い日で水をやるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_046",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "暑い日で水をやることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_047",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "野菜で水をやるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_048",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "野菜で水をやることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_049",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "収穫で水をやるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_050",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "収穫で水をやることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_051",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "水やりで水をやるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_052",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "水やりで水をやることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_053",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "外の仕事で水をやるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_054",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "外の仕事で水をやることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_055",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "畑で道具を片づけるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "畑"
+        ]
+      },
+      {
+        "id": "agriculture_role_056",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "畑で道具を片づけることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "畑"
+        ]
+      },
+      {
+        "id": "agriculture_role_057",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "朝早い仕事で道具を片づけるとき���何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_058",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "朝早い仕事で道具を片づけることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_059",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "天気で道具を片づけるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "天気"
+        ]
+      },
+      {
+        "id": "agriculture_role_060",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "天気で道具を片づけることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "天気"
+        ]
+      },
+      {
+        "id": "agriculture_role_061",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "暑い日で道具を片づけるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_062",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "暑い日で道具を片づけることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_063",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "野菜で道具を片づけるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_064",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "野菜で道具を片づけることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_065",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "収穫で道具を片づけるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_066",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "収穫で道具を片づけることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_067",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "水やりで道具を片づけるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_068",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "水やりで道具を片づけることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_069",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "外の仕事で道具を片づけるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_070",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "外の仕事で道具を片づけることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "農業",
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_071",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "畑で朝早く起きるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_072",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "畑で朝早く起きることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "畑",
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_073",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "朝早い仕事で朝早く起きるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_074",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "朝早い仕事で朝早く起きることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_075",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "天気で朝早く起きるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝",
+          "天気"
+        ]
+      },
+      {
+        "id": "agriculture_role_076",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "天気で朝早く起きることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝",
+          "天気"
+        ]
+      },
+      {
+        "id": "agriculture_role_077",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "暑い日で朝早く起きるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_078",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "暑い日で朝早く起きることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_079",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "野菜で朝早く起きるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝",
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_080",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "野菜で朝早く起きることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝",
+          "野菜"
+        ]
+      },
+      {
+        "id": "agriculture_role_081",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "収穫で朝早く起きるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_082",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "収穫で朝早く起きることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_083",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "水やりで朝早く起きるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_084",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "水やりで朝早く起きることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_role_085",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "外の仕事で朝早く起きるとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "朝"
+        ]
+      },
+      {
+        "id": "agriculture_closing_1",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "本日の農業の面接練習はここまでです。ご参加ありがとうございました。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_closing_2",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "今日はここまでです。おつかれさまでした。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "agriculture_closing_3",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "ご参加ありがとうございました。これで面接練習を終わります。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      }
+    ],
+    "priority_themes": [
+      "intro",
+      "motivation",
+      "language",
+      "experience",
+      "role_fit",
+      "safety",
+      "teamwork",
+      "reliability",
+      "closing"
+    ],
+    "expected_keywords": [
+      "農業",
+      "畑",
+      "朝",
+      "体力",
+      "天気",
+      "野菜",
+      "チーム",
+      "作業",
+      "まじめ"
+    ]
+  },
+  "manufacturing": {
+    "role_key": "manufacturing",
+    "english_name": "Manufacturing",
+    "japanese_name": "製造業",
+    "intro_jp": "これから製造業の仕事の面接練習を始めます。よろしくお願いします。",
+    "min_questions": 3,
+    "max_questions": 20,
+    "early_fail_threshold": 3.5,
+    "question_count": 109,
+    "questions": [
+      {
+        "id": "manufacturing_common_name_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "お名前を教えてください。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_name_2",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "フルネームでお願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_country_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "どこの国から来ましたか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_city_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "国のどの町から来ましたか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_age_1",
+        "theme": "intro",
+        "stage": "screening",
+        "jp": "年齢は何歳ですか。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_reason_japan_1",
+        "theme": "motivation",
+        "stage": "screening",
+        "jp": "日本へ行きたい理由は何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_reason_japan_2",
+        "theme": "motivation",
+        "stage": "screening",
+        "jp": "どうして日本で働きたいですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_japanese_1",
+        "theme": "language",
+        "stage": "screening",
+        "jp": "日本語はどのくらい勉強しましたか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_japanese_2",
+        "theme": "language",
+        "stage": "screening",
+        "jp": "日本語の勉強は毎日していますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_experience_1",
+        "theme": "experience",
+        "stage": "screening",
+        "jp": "この仕事の経験はありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_experience_2",
+        "theme": "experience",
+        "stage": "screening",
+        "jp": "前に似た仕事をしたことがありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_strength_1",
+        "theme": "personality",
+        "stage": "followup",
+        "jp": "自分の長所を一つ話してください。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_weakness_1",
+        "theme": "personality",
+        "stage": "followup",
+        "jp": "自分の弱いところは何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_teamwork_1",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "チームで働くことは好きですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_schedule_1",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "朝早い仕事や残業は大丈夫ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_health_1",
+        "theme": "health",
+        "stage": "followup",
+        "jp": "体力には自信がありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_manners_1",
+        "theme": "manners",
+        "stage": "followup",
+        "jp": "時間を守ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_repeat_1",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "すみません、もう一度お願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_repeat_2",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "声が小さいです。もう少し大きい声で話してください。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_mic_1",
+        "theme": "repair",
+        "stage": "followup",
+        "jp": "音が聞こえません。マイクを確認して、もう一度お願いします。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_common_close_1",
+        "theme": "closing",
+        "stage": "followup",
+        "jp": "最後に何か言いたいことはありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_role_001",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "製造業の仕事で大切だと思うことは何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造"
+        ]
+      },
+      {
+        "id": "manufacturing_role_002",
+        "theme": "motivation",
+        "stage": "role",
+        "jp": "製造業の仕事に興味を持った理由は何ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造"
+        ]
+      },
+      {
+        "id": "manufacturing_role_003",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "製造業の仕事は大変なこともありますが、がんばれますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造"
+        ]
+      },
+      {
+        "id": "manufacturing_role_004",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "製造業の仕事で一番必要な力は何だと思いますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造"
+        ]
+      },
+      {
+        "id": "manufacturing_role_005",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事でどんな作業をしましたか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_006",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "前の仕事で気をつけていたことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_007",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事で一番大変だったことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_008",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "前の仕事でうれしかったことは何ですか。",
+        "difficulty": "N4",
+        "branch": "yes_exp",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_009",
+        "theme": "experience",
+        "stage": "role",
+        "jp": "経験がなくても、勉強する気持ちはありますか。",
+        "difficulty": "N4",
+        "branch": "no_exp",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_010",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "分からないことがあったら、すぐ聞くことができますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_011",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "新しい仕事を早く覚える自信はありますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_012",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "先輩に教えてもらったことをメモできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_013",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "チームで意見が違うとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "チーム"
+        ]
+      },
+      {
+        "id": "manufacturing_role_014",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "先輩の指示が分からないとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_015",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "忙しいときでも落ち着いて働けますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_016",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "同じ作業をくり返すことは大丈夫ですか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_017",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "報告・連絡・相談はできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_018",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "注意されたとき、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_019",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "機械で問題があったら、まず何をしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_020",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "確認で危ないと思ったら、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_021",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "ライン作業で忙しいとき、何を大切にしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_022",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "報告でミスをしたら、どうしますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_023",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "工場でルールを守るとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_024",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "工場でルールを守ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_025",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "機械でルールを守るとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_026",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "機械でルールを守ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_027",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "ライン作業でルールを守るとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_028",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "ライン作業でルールを守ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_029",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "時間でルールを守るとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール",
+          "時間"
+        ]
+      },
+      {
+        "id": "manufacturing_role_030",
+        "theme": "schedule",
+        "stage": "role",
+        "jp": "時間でルールを守ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール",
+          "時間"
+        ]
+      },
+      {
+        "id": "manufacturing_role_031",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "ルールでルールを守るとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_032",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "ルールでルールを守ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_033",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "安全でルールを守るとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール",
+          "安全"
+        ]
+      },
+      {
+        "id": "manufacturing_role_034",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "安全でルールを守ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール",
+          "安全"
+        ]
+      },
+      {
+        "id": "manufacturing_role_035",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "確認でルールを守るとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール",
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_036",
+        "theme": "role_fit",
+        "stage": "role",
+        "jp": "確認でルールを守ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール",
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_037",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "報告でルールを守るとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_038",
+        "theme": "teamwork",
+        "stage": "role",
+        "jp": "報告でルールを守ることはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_039",
+        "theme": "safety",
+        "stage": "role",
+        "jp": "工場で時間どおりに働くとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "工場",
+          "時間"
+        ]
+      },
+      {
+        "id": "manufacturing_role_040",
+        "theme": "schedule",
+        "stage": "role",
+        "jp": "工場で時間どおりに働くことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "工場",
+          "時間"
+        ]
+      },
+      {
+        "id": "manufacturing_role_041",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "機械で���間どおりに働くとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間"
+        ]
+      },
+      {
+        "id": "manufacturing_role_042",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "機械で時間どおりに働くことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間"
+        ]
+      },
+      {
+        "id": "manufacturing_role_043",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "ライン作業で時間どおりに働くとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間"
+        ]
+      },
+      {
+        "id": "manufacturing_role_044",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "ライン作業で時間どおりに働くことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間"
+        ]
+      },
+      {
+        "id": "manufacturing_role_045",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "時間で時間どおりに働くとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間"
+        ]
+      },
+      {
+        "id": "manufacturing_role_046",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "時間で時間どおりに働くことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間"
+        ]
+      },
+      {
+        "id": "manufacturing_role_047",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "ルールで時間どおりに働くとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール",
+          "時間"
+        ]
+      },
+      {
+        "id": "manufacturing_role_048",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "ルールで時間どおりに働くことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール",
+          "時間"
+        ]
+      },
+      {
+        "id": "manufacturing_role_049",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "安全で時間どおりに働くとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間",
+          "安全"
+        ]
+      },
+      {
+        "id": "manufacturing_role_050",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "安全で時間どおりに働くことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間",
+          "安全"
+        ]
+      },
+      {
+        "id": "manufacturing_role_051",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "確認で時間どおりに働くとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間",
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_052",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "確認で時間どおりに働くことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間",
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_053",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "報告で時間どおりに働くとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間"
+        ]
+      },
+      {
+        "id": "manufacturing_role_054",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "報告で時間どおりに働くことはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間"
+        ]
+      },
+      {
+        "id": "manufacturing_role_055",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "工場で製品を確認するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "工場",
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_056",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "工場で製品を確認することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "工場",
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_057",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "機械で製品を確認するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_058",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "機械で製品を確認することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_059",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "ライン作業で製品を確認するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_060",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "ライン作業で製品を確認することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_061",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "時間で製品を確認するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間",
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_062",
+        "theme": "schedule",
+        "stage": "followup",
+        "jp": "時間で製品を確認することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間",
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_063",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "ルールで製品を確認するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール",
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_064",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "ルールで製品を確認することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール",
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_065",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "安全で製品を確認するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "確認",
+          "安全"
+        ]
+      },
+      {
+        "id": "manufacturing_role_066",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "安全で製品を確認することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "確認",
+          "安全"
+        ]
+      },
+      {
+        "id": "manufacturing_role_067",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "確認で製品を確認するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_068",
+        "theme": "role_fit",
+        "stage": "followup",
+        "jp": "確認で製品を確認することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_069",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "報告で製品を確認するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_070",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "報告で製品を確認することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_071",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "工場で先輩に報告するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "工場"
+        ]
+      },
+      {
+        "id": "manufacturing_role_072",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "工場で先輩に報告することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "工場"
+        ]
+      },
+      {
+        "id": "manufacturing_role_073",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "機械で先輩に報告するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_074",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "機械で先輩に報告することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_075",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "ライン作業で先輩に報告するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_076",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "ライン作業で先輩に報告することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_077",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "時間で先輩に報告するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間"
+        ]
+      },
+      {
+        "id": "manufacturing_role_078",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "時間で先輩に報告することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "時間"
+        ]
+      },
+      {
+        "id": "manufacturing_role_079",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "ルールで先輩に報告するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_080",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "ルールで先輩に報告することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_role_081",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "安全で先輩に報告するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "安全"
+        ]
+      },
+      {
+        "id": "manufacturing_role_082",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "安全で先輩に報告することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "安全"
+        ]
+      },
+      {
+        "id": "manufacturing_role_083",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "確認で先輩に報告するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_084",
+        "theme": "teamwork",
+        "stage": "followup",
+        "jp": "確認で先輩に報告することはできますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "確認"
+        ]
+      },
+      {
+        "id": "manufacturing_role_085",
+        "theme": "safety",
+        "stage": "followup",
+        "jp": "報告で先輩に報告するとき、何に気をつけますか。",
+        "difficulty": "N4",
+        "branch": "all",
+        "expected_keywords": [
+          "製造",
+          "工場",
+          "ルール"
+        ]
+      },
+      {
+        "id": "manufacturing_closing_1",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "本日の製造業の面接練習はここまでです。ご参加ありがとうございました。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_closing_2",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "今日はここまでです。おつかれさまでした。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      },
+      {
+        "id": "manufacturing_closing_3",
+        "theme": "closing",
+        "stage": "closing",
+        "jp": "ご参加ありがとうございました。これで面接練習を終わります。",
+        "difficulty": "N5",
+        "branch": "all",
+        "expected_keywords": []
+      }
+    ],
+    "priority_themes": [
+      "intro",
+      "motivation",
+      "language",
+      "experience",
+      "role_fit",
+      "safety",
+      "teamwork",
+      "reliability",
+      "closing"
+    ],
+    "expected_keywords": [
+      "製造",
+      "工場",
+      "ルール",
+      "時間",
+      "正確",
+      "確認",
+      "安全",
+      "集中",
+      "チーム"
+    ]
+  }
+}
\ No newline at end of file