feat(aihr): switch interview and case flows to real-model-first pipeline

AI 面试 /start 动态出题、/finish 按真实回答结构化评分(未配模型用本地
Rubric 估分);案例沉淀 /upload 改 multipart 真实语音+ASR 转写,
/organize 用真实 transcript 调 chat 模型整理;seed service 重构为
AihrInterviewService/AihrCaseService;前端面试/案例/对练页与移动端、
demo-check、验收文档同步真实链路口径。

scripts/demo-check.sh

@@ -66,7 +66,7 @@ contains mobile/src/App.vue "competencyProfile"
 contains mobile/package.json "aihr-mobile"
 contains frontend/src/views/recruit/interview.vue "建议复试"
 contains frontend/src/views/train/practice.vue "导师改写"
-contains frontend/src/views/knowledge/cases.vue "seed入库"
+contains frontend/src/views/knowledge/cases.vue "真实语音"
 contains frontend/src/views/knowledge/sop.vue "训练题已生成"
 contains frontend/src/views/system/model/index.vue "调用优先级"
 contains frontend/src/api/aihr/interview.ts "/api/recruit/interview/start"
@@ -110,7 +110,7 @@ contains backend/ruoyi-admin/src/main/java/org/dromara/web/controller/CaptchaCon
 contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/controller/AihrMobileController.java "/api/aihr/mobile"
 contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrMobileSeedService.java "candidateHome"
 
-echo "OK: demo routes and seed markers"
+echo "OK: demo routes and real-flow markers"
 echo "OK: AI interview API markers"
 echo "OK: AI practice API markers"
 echo "OK: AI case API markers"