fix: skip content check when bank questions available, early generator return

- generateCertificate: return templateName, questionDetails, dimensionScores
- Frontend: replace alert() with certificate Modal showing level, scores, dimensions, questions
- Status label: change from '已验证' to '合格'

server/src/api/api.service.ts

@@ -1,10 +1,12 @@
-import { Injectable } from '@nestjs/common';
+import { Injectable, Logger } from '@nestjs/common';
 import { ChatOpenAI } from '@langchain/openai';
 import { ModelConfig } from '../types';
 import { I18nService } from '../i18n/i18n.service';
 
 @Injectable()
 export class ApiService {
+  private readonly logger = new Logger(ApiService.name);
+
   constructor(private i18nService: I18nService) {}
 
   // Simple health check method
@@ -23,7 +25,7 @@ export class ApiService {
       const response = await llm.invoke(prompt);
       return response.content.toString();
     } catch (error) {
-      console.error('LangChain call failed:', error);
+      this.logger.error('LangChain call failed:', error);
       if (error.message?.includes('401')) {
         throw new Error(this.i18nService.getMessage('invalidApiKey'));
       }

server/src/app.module.ts

@@ -31,34 +31,11 @@ import { ImportTaskModule } from './import-task/import-task.module';
 import { AssessmentModule } from './assessment/assessment.module';
 import { I18nMiddleware } from './i18n/i18n.middleware';
 import { TenantMiddleware } from './tenant/tenant.middleware';
-import { User } from './user/user.entity';
+
-import { UserSetting } from './user/user-setting.entity';
-import { ModelConfig } from './model-config/model-config.entity';
-import { KnowledgeBase } from './knowledge-base/knowledge-base.entity';
-import { KnowledgeGroup } from './knowledge-group/knowledge-group.entity';
-import { SearchHistory } from './search-history/search-history.entity';
-import { ChatMessage } from './search-history/chat-message.entity';
-import { Note } from './note/note.entity';
-import { NoteCategory } from './note/note-category.entity';
-import { PodcastEpisode } from './podcasts/entities/podcast-episode.entity';
-import { ImportTask } from './import-task/import-task.entity';
-import { AssessmentSession } from './assessment/entities/assessment-session.entity';
-import { AssessmentQuestion } from './assessment/entities/assessment-question.entity';
-import { AssessmentAnswer } from './assessment/entities/assessment-answer.entity';
-import { AssessmentTemplate } from './assessment/entities/assessment-template.entity';
-import { QuestionBank } from './assessment/entities/question-bank.entity';
-import { QuestionBankItem } from './assessment/entities/question-bank-item.entity';
-import { Tenant } from './tenant/tenant.entity';
-import { TenantSetting } from './tenant/tenant-setting.entity';
-import { ApiKey } from './auth/entities/api-key.entity';
-import { TenantMember } from './tenant/tenant-member.entity';
 import { TenantModule } from './tenant/tenant.module';
 import { SuperAdminModule } from './super-admin/super-admin.module';
 import { AdminModule } from './admin/admin.module';
 import { FeishuModule } from './feishu/feishu.module';
-import { FeishuBot } from './feishu/entities/feishu-bot.entity';
-import { FeishuAssessmentSession } from './feishu/entities/feishu-assessment-session.entity';
-import { AssessmentCertificate } from './assessment/entities/assessment-certificate.entity';
 
 @Module({
   imports: [
@@ -77,33 +54,8 @@ import { AssessmentCertificate } from './assessment/entities/assessment-certific
       useFactory: (configService: ConfigService) => ({
         type: 'better-sqlite3',
         database: configService.get<string>('DATABASE_PATH'),
-        entities: [
+        autoLoadEntities: true,
-          User,
+        synchronize: true,
-          UserSetting,
-          ModelConfig,
-          KnowledgeBase,
-          KnowledgeGroup,
-          SearchHistory,
-          ChatMessage,
-          Note,
-          NoteCategory,
-          PodcastEpisode,
-          ImportTask,
-          AssessmentSession,
-          AssessmentQuestion,
-          AssessmentAnswer,
-          AssessmentTemplate,
-          QuestionBank,
-          QuestionBankItem,
-          Tenant,
-          TenantSetting,
-          TenantMember,
-          ApiKey,
-          FeishuBot,
-          FeishuAssessmentSession,
-          AssessmentCertificate,
-        ],
-        synchronize: true, // Auto-create database schema. Disable in production.
       }),
     }),
     AuthModule,

server/src/assessment/assessment.controller.spec.ts

@@ -5,6 +5,8 @@ import { AssessmentService } from './assessment.service';
 import { TenantService } from '../tenant/tenant.service';
 import { UserService } from '../user/user.service';
 import { CombinedAuthGuard } from '../auth/combined-auth.guard';
+import { ExportService } from './services/export.service';
+import { AuditLogService } from './services/audit-log.service';
 
 describe('AssessmentController', () => {
   let controller: AssessmentController;
@@ -23,8 +25,10 @@ describe('AssessmentController', () => {
       controllers: [AssessmentController],
       providers: [
         { provide: AssessmentService, useFactory: mockService },
-        { provide: 'UserService', useFactory: mockService },
+        { provide: UserService, useFactory: mockService },
         { provide: TenantService, useFactory: mockService },
+        { provide: ExportService, useFactory: mockService },
+        { provide: AuditLogService, useFactory: () => ({ log: jest.fn() }) },
         { provide: Reflector, useFactory: mockReflector },
         { provide: CombinedAuthGuard, useFactory: mockGuard },
       ],

server/src/assessment/assessment.controller.ts

@@ -13,10 +13,12 @@ import {
   Delete,
   Put,
   ForbiddenException,
+  Logger,
 } from '@nestjs/common';
 import { map } from 'rxjs/operators';
 import { AssessmentService } from './assessment.service';
 import { ExportService } from './services/export.service';
+import { AuditLogService } from './services/audit-log.service';
 import { CombinedAuthGuard } from '../auth/combined-auth.guard';
 import { Public } from '../auth/public.decorator';
 import { ApiTags, ApiOperation, ApiResponse } from '@nestjs/swagger';
@@ -25,9 +27,12 @@ import { ApiTags, ApiOperation, ApiResponse } from '@nestjs/swagger';
 @Controller('assessment')
 @UseGuards(CombinedAuthGuard)
 export class AssessmentController {
+  private readonly logger = new Logger(AssessmentController.name);
+
   constructor(
     private readonly assessmentService: AssessmentService,
     private readonly exportService: ExportService,
+    private readonly auditLog: AuditLogService,
   ) {}
 
   @Post('start')
@@ -38,16 +43,18 @@ export class AssessmentController {
     body: { knowledgeBaseId?: string; language?: string; templateId?: string },
   ) {
     const { id: userId, tenantId } = req.user;
-    console.log(
+    this.logger.log(
-      `[AssessmentController] startSession: user=${userId}, tenant=${tenantId}, templateId=${body.templateId}, kbId=${body.knowledgeBaseId}`,
+      `startSession: user=${userId}, tenant=${tenantId}, templateId=${body.templateId}, kbId=${body.knowledgeBaseId}`,
     );
-    return this.assessmentService.startSession(
+    const session = await this.assessmentService.startSession(
       userId,
       body.knowledgeBaseId,
       tenantId,
       body.language,
       body.templateId,
     );
+    this.auditLog.log({ userId, tenantId, action: 'session.start', resourceType: 'assessment_session', resourceId: session.id });
+    return session;
   }
 
   @Post(':id/answer')
@@ -57,24 +64,26 @@ export class AssessmentController {
     @Param('id') sessionId: string,
     @Body() body: { answer: string; language?: string },
   ) {
-    const { id: userId } = req.user;
+    const { id: userId, tenantId } = req.user;
-    console.log(
+    this.logger.log(
-      `[AssessmentController] >>> submitAnswer CALLED: user=${userId}, session=${sessionId}, answerLen=${body.answer?.length}`,
+      `submitAnswer: user=${userId}, session=${sessionId}, answerLen=${body.answer?.length}`,
     );
-    return this.assessmentService.submitAnswer(
+    const result = await this.assessmentService.submitAnswer(
       sessionId,
       userId,
       body.answer,
       body.language,
     );
+    this.auditLog.log({ userId, tenantId, action: 'session.answer', resourceType: 'assessment_session', resourceId: sessionId, details: { answerLength: body.answer?.length } });
+    return result;
   }
 
   @Sse(':id/start-stream')
   @ApiOperation({ summary: 'Stream initial session generation' })
   startSessionStream(@Request() req: any, @Param('id') sessionId: string) {
     const { id: userId } = req.user;
-    console.log(
+    this.logger.log(
-      `[AssessmentController] startSessionStream: user=${userId}, session=${sessionId}`,
+      `startSessionStream: user=${userId}, session=${sessionId}`,
     );
     return this.assessmentService
       .startSessionStream(sessionId, userId)
@@ -92,8 +101,8 @@ export class AssessmentController {
     @Query('language') language?: string,
   ) {
     const { id: userId } = req.user;
-    console.log(
+    this.logger.log(
-      `[AssessmentController] >>> submitAnswerStream CALLED: user=${userId}, session=${sessionId}, answerLen=${answer?.length}, lang=${language}`,
+      `submitAnswerStream: user=${userId}, session=${sessionId}, answerLen=${answer?.length}, lang=${language}`,
     );
     return this.assessmentService
       .submitAnswerStream(sessionId, userId, answer, language)
@@ -104,8 +113,8 @@ export class AssessmentController {
   @ApiOperation({ summary: 'Get the current state of an assessment session' })
   async getSessionState(@Request() req: any, @Param('id') sessionId: string) {
     const { id: userId } = req.user;
-    console.log(
+    this.logger.log(
-      `[AssessmentController] getSessionState: user=${userId}, session=${sessionId}`,
+      `getSessionState: user=${userId}, session=${sessionId}`,
     );
     return this.assessmentService.getSessionState(sessionId, userId);
   }
@@ -114,10 +123,12 @@ export class AssessmentController {
   @ApiOperation({ summary: 'Delete an assessment session' })
   async deleteSession(@Request() req: any, @Param('id') sessionId: string) {
     const user = req.user;
-    console.log(
+    this.logger.log(
-      `[AssessmentController] deleteSession: user=${user.id}, role=${user.role}, session=${sessionId}`,
+      `deleteSession: user=${user.id}, role=${user.role}, session=${sessionId}`,
     );
-    return this.assessmentService.deleteSession(sessionId, user);
+    await this.assessmentService.deleteSession(sessionId, user);
+    this.auditLog.log({ userId: user.id, tenantId: user.tenantId, action: 'session.delete', resourceType: 'assessment_session', resourceId: sessionId });
+    return { success: true };
   }
 
   @Get(':id/certificate')
@@ -127,8 +138,8 @@ export class AssessmentController {
     @Param('id') sessionId: string,
   ) {
     const { id: userId, tenantId } = req.user;
-    console.log(
+    this.logger.log(
-      `[AssessmentController] getCertificate: user=${userId}, session=${sessionId}`,
+      `getCertificate: user=${userId}, session=${sessionId}`,
     );
     return this.assessmentService.generateCertificate(sessionId, userId, tenantId);
   }
@@ -170,8 +181,8 @@ export class AssessmentController {
     @Query('knowledgeGroupId') knowledgeGroupId?: string,
   ) {
     const { id: userId, tenantId, role } = req.user;
-    console.log(
+    this.logger.log(
-      `[AssessmentController] getStats: user=${userId}, role=${role}, tenant=${tenantId}`,
+      `getStats: user=${userId}, role=${role}, tenant=${tenantId}`,
     );
     return this.assessmentService.getStats(
       userId,
@@ -216,6 +227,26 @@ export class AssessmentController {
     );
   }
 
+  @Post('batch-delete')
+  @ApiOperation({ summary: 'Batch delete assessment sessions (admin only)' })
+  async batchDelete(@Request() req: any, @Body() body: { ids: string[] }) {
+    const user = req.user;
+    const isAdmin = user.role === 'super_admin' || user.role === 'admin';
+    if (!isAdmin) {
+      throw new ForbiddenException('Only admin can batch delete');
+    }
+    const count = await this.assessmentService.batchDeleteSessions(body.ids, user);
+    this.auditLog.log({ userId: user.id, tenantId: user.tenantId, action: 'session.batch_delete', resourceType: 'assessment_session', details: { count, ids: body.ids } });
+    return { deleted: count };
+  }
+
+  @Post('batch-export')
+  @ApiOperation({ summary: 'Batch export assessments as JSON array' })
+  async batchExport(@Request() req: any, @Body() body: { ids: string[] }) {
+    const { id: userId } = req.user;
+    return this.assessmentService.batchExportSessions(body.ids, userId);
+  }
+
   @Put(':id/review')
   @ApiOperation({ summary: 'Review assessment - adjust final score' })
   async review(
@@ -224,13 +255,15 @@ export class AssessmentController {
     @Req() req: any,
   ) {
     const { id: userId, tenantId } = req.user;
-    return this.assessmentService.reviewAssessment(
+    const result = await this.assessmentService.reviewAssessment(
       sessionId,
       body.newScore,
       body.comment,
       userId,
       tenantId,
     );
+    this.auditLog.log({ userId, tenantId, action: 'session.review', resourceType: 'assessment_session', resourceId: sessionId, details: { newScore: body.newScore, comment: body.comment } });
+    return result;
   }
 
   @Get(':id/time-check')
@@ -252,12 +285,14 @@ export class AssessmentController {
     @Param('id') sessionId: string,
     @Request() req: any,
   ) {
-    const { role } = req.user;
+    const { id: userId, tenantId, role } = req.user;
     const isAdmin = role === 'super_admin' || role === 'admin';
     if (!isAdmin) {
       throw new ForbiddenException('Only admin can force end assessment');
     }
-    return this.assessmentService.forceEndAssessment(sessionId);
+    const result = await this.assessmentService.forceEndAssessment(sessionId);
+    this.auditLog.log({ userId, tenantId, action: 'session.force_end', resourceType: 'assessment_session', resourceId: sessionId });
+    return result;
   }
 
   @Get(':id/export/excel')
@@ -271,12 +306,12 @@ export class AssessmentController {
   }
 
   @Get(':id/export/pdf')
-  @ApiOperation({ summary: 'Export assessment to PDF (text format)' })
+  @ApiOperation({ summary: 'Export assessment to HTML report' })
   async exportPdf(@Param('id') sessionId: string) {
     const buffer = await this.exportService.exportToPdf(sessionId);
     return {
-      filename: `assessment-${sessionId}.txt`,
+      filename: `assessment-${sessionId}.html`,
-      content: buffer.toString('utf-8'),
+      buffer: buffer.toString('base64'),
     };
   }
 }

server/src/assessment/assessment.module.ts

@@ -23,6 +23,8 @@ import { ContentFilterService } from './services/content-filter.service';
 import { QuestionOutlineService } from './services/question-outline.service';
 import { QuestionBankService } from './services/question-bank.service';
 import { ExportService } from './services/export.service';
+import { AuditLog } from './entities/audit-log.entity';
+import { AuditLogService } from './services/audit-log.service';
 
 @Module({
   imports: [
@@ -34,6 +36,7 @@ import { ExportService } from './services/export.service';
       AssessmentCertificate,
       QuestionBank,
       QuestionBankItem,
+      AuditLog,
     ]),
     forwardRef(() => KnowledgeBaseModule),
     forwardRef(() => KnowledgeGroupModule),
@@ -51,6 +54,7 @@ import { ExportService } from './services/export.service';
     QuestionOutlineService,
     QuestionBankService,
     ExportService,
+    AuditLogService,
   ],
   exports: [AssessmentService, TemplateService, QuestionOutlineService, QuestionBankService, ExportService],
 })

server/src/assessment/assessment.service.spec.ts

@@ -1,10 +1,13 @@
 import { Test, TestingModule } from '@nestjs/testing';
 import { getRepositoryToken } from '@nestjs/typeorm';
+import { DataSource } from 'typeorm';
 import { AssessmentService } from './assessment.service';
-import { AssessmentSession } from './entities/assessment-session.entity';
+import { AssessmentSession, AssessmentStatus } from './entities/assessment-session.entity';
 import { AssessmentQuestion } from './entities/assessment-question.entity';
 import { AssessmentAnswer } from './entities/assessment-answer.entity';
 import { AssessmentCertificate } from './entities/assessment-certificate.entity';
+import { QuestionBank } from './entities/question-bank.entity';
+import { QuestionBankItem } from './entities/question-bank-item.entity';
 import { KnowledgeBaseService } from '../knowledge-base/knowledge-base.service';
 import { KnowledgeGroupService } from '../knowledge-group/knowledge-group.service';
 import { ModelConfigService } from '../model-config/model-config.service';
@@ -22,16 +25,35 @@ import { NotFoundException } from '@nestjs/common';
 describe('AssessmentService', () => {
   let service: AssessmentService;
   let sessionRepository: any;
+  let certificateRepository: any;
+  let dataSource: any;
 
   const mockRepository = () => ({
     delete: jest.fn(),
     find: jest.fn(),
     findOne: jest.fn(),
     save: jest.fn(),
+    create: jest.fn(),
   });
 
   const mockService = () => ({});
 
+  const regularUser = { id: 'user-1', role: 'user' };
+  const adminUser = { id: 'admin-1', role: 'admin' };
+
+  const mockManager = (overrides?: any) => ({
+    findOne: jest.fn(),
+    delete: jest.fn().mockResolvedValue({ affected: 1 }),
+    save: jest.fn(),
+    ...overrides,
+  });
+
+  const mockDataSource = (manager?: any) => ({
+    transaction: jest.fn(async (cb: any) => {
+      return cb(manager || mockManager());
+    }),
+  });
+
   beforeEach(async () => {
     const module: TestingModule = await Test.createTestingModule({
       providers: [
@@ -40,6 +62,8 @@ describe('AssessmentService', () => {
         { provide: getRepositoryToken(AssessmentQuestion), useFactory: mockRepository },
         { provide: getRepositoryToken(AssessmentAnswer), useFactory: mockRepository },
         { provide: getRepositoryToken(AssessmentCertificate), useFactory: mockRepository },
+        { provide: getRepositoryToken(QuestionBank), useFactory: mockRepository },
+        { provide: getRepositoryToken(QuestionBankItem), useFactory: mockRepository },
         { provide: KnowledgeBaseService, useFactory: mockService },
         { provide: KnowledgeGroupService, useFactory: mockService },
         { provide: ModelConfigService, useFactory: mockService },
@@ -52,11 +76,14 @@ describe('AssessmentService', () => {
         { provide: ChatService, useFactory: mockService },
         { provide: I18nService, useFactory: mockService },
         { provide: TenantService, useFactory: mockService },
+        { provide: DataSource, useFactory: () => mockDataSource(mockManager()) },
       ],
     }).compile();
 
     service = module.get<AssessmentService>(AssessmentService);
     sessionRepository = module.get(getRepositoryToken(AssessmentSession));
+    certificateRepository = module.get(getRepositoryToken(AssessmentCertificate));
+    dataSource = module.get(DataSource);
   });
 
   it('should be defined', () => {
@@ -64,15 +91,110 @@ describe('AssessmentService', () => {
   });
 
   describe('deleteSession', () => {
-    it('should delete a session if it exists and belongs to the user', async () => {
+    it('should delete a session when non-admin user owns it', async () => {
-      sessionRepository.delete.mockResolvedValue({ affected: 1 });
+      const manager = mockManager({
-      await expect(service.deleteSession('session-id', 'user-id')).resolves.not.toThrow();
+        findOne: jest.fn().mockResolvedValue({ id: 'session-id', userId: 'user-1' }),
-      expect(sessionRepository.delete).toHaveBeenCalledWith({ id: 'session-id', userId: 'user-id' });
+      });
+      dataSource.transaction.mockImplementation(async (cb: any) => cb(manager));
+
+      await expect(service.deleteSession('session-id', regularUser)).resolves.not.toThrow();
+      expect(manager.findOne).toHaveBeenCalledWith(AssessmentSession, { where: { id: 'session-id', userId: 'user-1' } });
+      expect(manager.delete).toHaveBeenCalledWith(AssessmentCertificate, { sessionId: 'session-id' });
+      expect(manager.delete).toHaveBeenCalledWith(AssessmentSession, { id: 'session-id' });
     });
 
-    it('should throw NotFoundException if no session was affected', async () => {
+    it('should delete any session when admin user', async () => {
-      sessionRepository.delete.mockResolvedValue({ affected: 0 });
+      const manager = mockManager({
-      await expect(service.deleteSession('non-existent', 'user-id')).rejects.toThrow(NotFoundException);
+        findOne: jest.fn().mockResolvedValue({ id: 'other-session', userId: 'user-2' }),
+      });
+      dataSource.transaction.mockImplementation(async (cb: any) => cb(manager));
+
+      await expect(service.deleteSession('other-session', adminUser)).resolves.not.toThrow();
+      expect(manager.findOne).toHaveBeenCalledWith(AssessmentSession, { where: { id: 'other-session' } });
+    });
+
+    it('should throw NotFoundException if session not found', async () => {
+      const manager = mockManager({
+        findOne: jest.fn().mockResolvedValue(null),
+      });
+      dataSource.transaction.mockImplementation(async (cb: any) => cb(manager));
+
+      await expect(service.deleteSession('non-existent', regularUser)).rejects.toThrow(NotFoundException);
+    });
+  });
+
+  describe('generateCertificate', () => {
+    const completedSession = {
+      id: 'session-1',
+      userId: 'user-1',
+      status: AssessmentStatus.COMPLETED,
+      finalScore: 85,
+      templateId: 'template-1',
+    };
+
+    it('should throw NotFoundException when session does not exist', async () => {
+      sessionRepository.findOne.mockResolvedValue(null);
+      await expect(
+        service.generateCertificate('no-session', 'user-1', 'tenant-1'),
+      ).rejects.toThrow(NotFoundException);
+    });
+
+    it('should throw Error when session is not completed', async () => {
+      sessionRepository.findOne.mockResolvedValue({
+        ...completedSession,
+        status: AssessmentStatus.IN_PROGRESS,
+      });
+      await expect(
+        service.generateCertificate('session-1', 'user-1', 'tenant-1'),
+      ).rejects.toThrow('Session not completed');
+    });
+
+    it('should return existing certificate if already generated (idempotent)', async () => {
+      const existingCert = { id: 'cert-1', sessionId: 'session-1' };
+      sessionRepository.findOne.mockResolvedValue(completedSession);
+      certificateRepository.findOne.mockResolvedValue(existingCert);
+      const result = await service.generateCertificate('session-1', 'user-1', 'tenant-1');
+      expect(result).toEqual(existingCert);
+      expect(certificateRepository.create).not.toHaveBeenCalled();
+    });
+
+    it('should create a new certificate with correct level for score >= 90 (Expert)', async () => {
+      sessionRepository.findOne.mockResolvedValue({ ...completedSession, finalScore: 95 });
+      certificateRepository.findOne.mockResolvedValue(null);
+      certificateRepository.create.mockReturnValue({ id: 'cert-new' });
+      certificateRepository.save.mockResolvedValue({ id: 'cert-new', level: 'Expert' });
+
+      const result = await service.generateCertificate('session-1', 'user-1', 'tenant-1');
+      expect(result).toBeDefined();
+      expect(certificateRepository.create).toHaveBeenCalledWith(
+        expect.objectContaining({ level: 'Expert', totalScore: 95 }),
+      );
+    });
+
+    it('should create a new certificate with Advanced level for score 75-89', async () => {
+      sessionRepository.findOne.mockResolvedValue(completedSession);
+      certificateRepository.findOne.mockResolvedValue(null);
+      certificateRepository.create.mockReturnValue({ id: 'cert-new' });
+      certificateRepository.save.mockResolvedValue({ id: 'cert-new', level: 'Advanced' });
+
+      const result = await service.generateCertificate('session-1', 'user-1', 'tenant-1');
+      expect(result).toBeDefined();
+      expect(certificateRepository.create).toHaveBeenCalledWith(
+        expect.objectContaining({ level: 'Advanced', totalScore: 85 }),
+      );
+    });
+
+    it('should create a new certificate with Novice level for score < 60', async () => {
+      sessionRepository.findOne.mockResolvedValue({ ...completedSession, finalScore: 45 });
+      certificateRepository.findOne.mockResolvedValue(null);
+      certificateRepository.create.mockReturnValue({ id: 'cert-new' });
+      certificateRepository.save.mockResolvedValue({ id: 'cert-new', level: 'Novice' });
+
+      const result = await service.generateCertificate('session-1', 'user-1', 'tenant-1');
+      expect(result).toBeDefined();
+      expect(certificateRepository.create).toHaveBeenCalledWith(
+        expect.objectContaining({ level: 'Novice', totalScore: 45 }),
+      );
     });
   });
 });

server/src/assessment/assessment.service.ts

@@ -8,7 +8,7 @@ import {
   BadRequestException,
 } from '@nestjs/common';
 import { InjectRepository } from '@nestjs/typeorm';
-import { Repository, DeepPartial, In } from 'typeorm';
+import { Repository, DeepPartial, In, DataSource } from 'typeorm';
 import { ConfigService } from '@nestjs/config';
 import { ChatOpenAI } from '@langchain/openai';
 import {
@@ -27,7 +27,7 @@ import { AssessmentAnswer } from './entities/assessment-answer.entity';
 import { AssessmentTemplate } from './entities/assessment-template.entity';
 import { AssessmentCertificate } from './entities/assessment-certificate.entity';
 import { QuestionBank, QuestionBankStatus } from './entities/question-bank.entity';
-import { QuestionBankItem } from './entities/question-bank-item.entity';
+import { QuestionBankItem, QuestionBankItemStatus } from './entities/question-bank-item.entity';
 import { KnowledgeBaseService } from '../knowledge-base/knowledge-base.service';
 import { KnowledgeGroupService } from '../knowledge-group/knowledge-group.service';
 import { ModelConfigService } from '../model-config/model-config.service';
@@ -78,6 +78,7 @@ export class AssessmentService {
     private chatService: ChatService,
     private i18nService: I18nService,
     private tenantService: TenantService,
+    private dataSource: DataSource,
   ) {}
 
 private async getModel(tenantId: string): Promise<ChatOpenAI> {
@@ -136,12 +137,19 @@ private async getModel(tenantId: string): Promise<ChatOpenAI> {
     return result;
   }
 
+  private normalizeDimension(dim: string): string {
+    const lower = dim.toLowerCase();
+    if (lower === 'dev_pattern') return 'devPattern';
+    if (lower === 'work_capability') return 'workCapability';
+    return lower;
+  }
+
   private calculateScores(
     questions: any[],
     scores: Record<string, number>,
     weightConfig: { prompt: number; other: number },
   ): { finalScore: number; dimensionScores: Record<string, number>; radarData: Record<string, number> } {
-    console.log('[calculateScores] Input:', {
+    this.logger.debug('[calculateScores] Input:', {
       questionsCount: questions.length,
       scores,
       weightConfig,
@@ -156,7 +164,7 @@ private async getModel(tenantId: string): Promise<ChatOpenAI> {
     };
 
     questions.forEach((q: any, idx: number) => {
-      const dimension = q.dimension || 'workCapability';
+      const dimension = this.normalizeDimension(q.dimension || 'workCapability');
       const score = scores[q.id || idx.toString()] || 0;
       if (dimensionScoresMap[dimension]) {
         dimensionScoresMap[dimension].push(score);
@@ -179,16 +187,24 @@ private async getModel(tenantId: string): Promise<ChatOpenAI> {
       ? otherDimsWithScores.reduce((sum, dim) => sum + (dimensionAverages[dim] || 0), 0) / otherDimsWithScores.length
       : 0;
 
-    console.log('[calculateScores] Scoring debug:', { promptAvg, otherDimsWithScores, otherAvg, workCapability: dimensionAverages.workCapability });
+    this.logger.debug('[calculateScores] Scoring debug:', { promptAvg, otherDimsWithScores, otherAvg, workCapability: dimensionAverages.workCapability });
 
-    const finalScore = promptAvg * (weightConfig.prompt / 100) + otherAvg * (weightConfig.other / 100);
+    const allScores: number[] = [];
+    questions.forEach((q: any) => {
+      const score = scores[q.id || questions.indexOf(q).toString()] || 0;
+      allScores.push(score);
+    });
+
+    const finalScore = allScores.length > 0
+      ? allScores.reduce((a, b) => a + b, 0) / allScores.length
+      : 0;
 
     const radarData: Record<string, number> = {};
     Object.keys(dimensionAverages).forEach(dim => {
       radarData[dim] = Math.round(dimensionAverages[dim] * 10) / 10;
     });
 
-    console.log('[calculateScores] Result:', {
+    this.logger.debug('[calculateScores] Result:', {
       finalScore: Math.round(finalScore * 10) / 10,
       dimensionScores: dimensionAverages,
       promptAvg,
@@ -445,7 +461,7 @@ private async getModel(tenantId: string): Promise<ChatOpenAI> {
     }
     this.logger.debug(`[startSession] isKb: ${isKb}`);
 
-    const templateData = template
+    const templateData: any = template
       ? {
           name: template.name,
           keywords: template.keywords,
@@ -457,6 +473,7 @@ private async getModel(tenantId: string): Promise<ChatOpenAI> {
           weightConfig: template.weightConfig,
           passingScore: template.passingScore,
           style: template.style,
+          dimensions: template.dimensions,
           linkedGroupIds: template.linkedGroupIds,
         }
       : undefined;
@@ -467,36 +484,70 @@ private async getModel(tenantId: string): Promise<ChatOpenAI> {
     if (templateId) {
       try {
         const targetCount = template?.questionCount || 5;
-        const publishedBanks = await this.questionBankRepository.find({
+        const linkedBanks = await this.questionBankRepository.find({
-          where: { templateId, status: QuestionBankStatus.PUBLISHED },
+          where: { templateId },
         });
 
-        if (publishedBanks.length > 0) {
+        if (linkedBanks.length > 0) {
-          const bankIds = publishedBanks.map(b => b.id);
+          const bankIds = linkedBanks.map(b => b.id);
           const questionCount = await this.questionBankItemRepository.count({
-            where: { bankId: In(bankIds) },
+            where: { bankId: In(bankIds), status: QuestionBankItemStatus.PUBLISHED },
           });
 
           this.logger.log(
-            `[startSession] Found ${publishedBanks.length} published banks with ${questionCount} questions, target: ${targetCount}`,
+            `[startSession] Found ${linkedBanks.length} banks with ${questionCount} published questions, target: ${targetCount}`,
           );
 
           if (questionCount >= targetCount) {
-            const bankId = publishedBanks[0].id;
+            const bankId = linkedBanks[0].id;
             const selectedItems = await this.questionBankService.selectQuestions(
               bankId,
               targetCount,
             );
 
-            questionsFromBank = selectedItems.map(item => ({
+            questionsFromBank = selectedItems.map(item => {
+              let options = item.options;
+              let correctAnswer = item.correctAnswer;
+              if (item.questionType === 'MULTIPLE_CHOICE' && options && options.length > 0 && correctAnswer) {
+                const labels = ['A', 'B', 'C', 'D'];
+                const optTexts = options.map((o: string) => o.replace(/^[A-D][.)、]\s*/, ''));
+                const correctIdx = correctAnswer.charCodeAt(0) - 65;
+                const correctText = correctIdx >= 0 && correctIdx < optTexts.length ? optTexts[correctIdx] : null;
+                const indices = optTexts.map((_: any, i: number) => i);
+                for (let i = indices.length - 1; i > 0; i--) {
+                  const j = Math.floor(Math.random() * (i + 1));
+                  [indices[i], indices[j]] = [indices[j], indices[i]];
+                }
+                options = indices.map((origIdx: number, newPos: number) => `${labels[newPos]}${optTexts[origIdx]}`);
+                correctAnswer = correctText ? labels[indices.indexOf(correctIdx)] : correctAnswer;
+              }
+              return {
                 id: item.id,
                 questionText: item.questionText,
                 questionType: item.questionType,
+                options,
+                correctAnswer,
+                judgment: item.judgment,
                 keyPoints: item.keyPoints,
                 difficulty: item.difficulty,
                 dimension: item.dimension,
                 basis: item.basis,
-            }));
+                maxFollowUps: item.followupHints?.length || 0,
+              };
+            });
+
+            const answerKey: Record<string, { correctAnswer?: string | null; judgment?: string | null }> = {};
+            selectedItems.forEach(item => {
+              if (item.correctAnswer || item.judgment) {
+                answerKey[item.id] = {
+                  correctAnswer: item.correctAnswer,
+                  judgment: item.judgment,
+                };
+              }
+            });
+            if (Object.keys(answerKey).length > 0 && templateData) {
+              templateData.questionAnswerKey = answerKey;
+            }
 
             questionSource = 'bank';
             this.logger.log(
@@ -534,6 +585,10 @@ private async getModel(tenantId: string): Promise<ChatOpenAI> {
       perQuestionTimeLimit: template?.perQuestionTimeLimit || 300,
     };
 
+    // Skip content check if questions are loaded from the question bank
+    const hasBankQuestions = questionsFromBank.length > 0;
+
+    if (!hasBankQuestions) {
       const content = await this.getSessionContent(sessionData);
 
       if (!content || content.trim().length < 10) {
@@ -544,6 +599,7 @@ private async getModel(tenantId: string): Promise<ChatOpenAI> {
           'Selected knowledge source has no sufficient content for evaluation.',
         );
       }
+    }
 
     const session = this.sessionRepository.create(
       sessionData as DeepPartial<AssessmentSession>,
@@ -560,7 +616,9 @@ private async getModel(tenantId: string): Promise<ChatOpenAI> {
       `[startSession] Session ${savedSession.id} created and saved`,
     );
 
-    this.cleanupOldSessions(userId);
+    // cleanupOldSessions permanently destroys data - disabled to preserve history.
+    // Admins can use batch-delete endpoint for manual cleanup.
+    // this.cleanupOldSessions(userId);
 
     return savedSession;
   }
@@ -581,12 +639,14 @@ private async getModel(tenantId: string): Promise<ChatOpenAI> {
           }
 
           const model = await this.getModel(session.tenantId);
-          const content = await this.getSessionContent(session);
 
           // Check if questions already exist in session (from question bank)
           const existingQuestions = session.questions_json || [];
           const hasExistingQuestions = existingQuestions.length > 0;
 
+          // Skip content retrieval when bank questions exist (prevents generator errors)
+          const content = hasExistingQuestions ? '' : await this.getSessionContent(session);
+
           // Check if we already have state
           const existingState = await this.graph.getState({
             configurable: { thread_id: sessionId },
@@ -599,7 +659,7 @@ private async getModel(tenantId: string): Promise<ChatOpenAI> {
             this.logger.log(
               `Session ${sessionId} already has state, skipping generation.`,
             );
-            const mappedData = { ...existingState.values };
+            const mappedData = this.sanitizeStateForClient({ ...existingState.values });
             mappedData.messages = this.mapMessages(mappedData.messages || []);
             mappedData.feedbackHistory = this.mapMessages(
               mappedData.feedbackHistory || [],
@@ -621,6 +681,7 @@ const initialState: Partial<EvaluationState> = {
                                      
             style: session.templateJson?.style,
             keywords: session.templateJson?.keywords,
+            questionAnswerKey: session.templateJson?.questionAnswerKey,
             currentQuestionIndex: 0,
           };
 
@@ -708,7 +769,7 @@ const initialState: Partial<EvaluationState> = {
           const finalData = fullState.values as EvaluationState;
 
           if (finalData && finalData.messages) {
-            console.log(
+            this.logger.debug(
               `[AssessmentService] startSessionStream Final Authoritative State messages:`,
               finalData.messages.length,
             );
@@ -726,7 +787,7 @@ const initialState: Partial<EvaluationState> = {
               const scores = finalData.scores;
               const questions = finalData.questions || [];
               const weightConfig = session.templateJson?.weightConfig || { prompt: 50, other: 50 };
-              const passingScore = session.templateJson?.passingScore || 90;
+              const passingScore = (session.templateJson?.passingScore ?? 90) / 10;
 
               if (questions.length > 0 && Object.keys(scores).length > 0) {
                 const { finalScore, dimensionScores, radarData } = this.calculateScores(
@@ -742,7 +803,10 @@ const initialState: Partial<EvaluationState> = {
             }
             await this.sessionRepository.save(session);
 
-            const mappedData: any = { ...finalData };
+            const mappedData: any = this.sanitizeStateForClient(
+              { ...finalData },
+              session.status !== AssessmentStatus.COMPLETED,
+            );
             mappedData.messages = this.mapMessages(finalData.messages);
             mappedData.feedbackHistory = this.mapMessages(
               finalData.feedbackHistory || [],
@@ -750,6 +814,7 @@ const initialState: Partial<EvaluationState> = {
             mappedData.status = session.status;
             mappedData.report = session.finalReport;
             mappedData.finalScore = session.finalScore;
+            mappedData.passed = (session as any).passed;
             observer.next({ type: 'final', data: mappedData });
           }
 
@@ -776,6 +841,33 @@ const initialState: Partial<EvaluationState> = {
     });
     if (!session) throw new NotFoundException('Session not found');
 
+    if (session.status === AssessmentStatus.IN_PROGRESS) {
+      const now = new Date();
+      const startTime = session.startedAt ? new Date(session.startedAt) : now;
+      const questionStartTime = session.currentQuestionStartedAt ? new Date(session.currentQuestionStartedAt) : now;
+      const totalElapsed = Math.floor((now.getTime() - startTime.getTime()) / 1000);
+      const questionElapsed = Math.floor((now.getTime() - questionStartTime.getTime()) / 1000);
+
+      if (totalElapsed >= session.totalTimeLimit || questionElapsed >= session.perQuestionTimeLimit) {
+        session.status = AssessmentStatus.COMPLETED;
+        session.finalReport = totalElapsed >= session.totalTimeLimit
+          ? '评测总时间已用尽，评估已自动结束'
+          : '单题答题时间已用尽，评估已自动结束';
+        if (session.finalScore === null || session.finalScore === undefined) {
+          session.finalScore = 0;
+        }
+        await this.sessionRepository.save(session);
+        this.logger.log(`[submitAnswer] Session ${sessionId} auto-ended due to timeout`);
+        return {
+          assessmentSessionId: sessionId,
+          status: 'COMPLETED',
+          timeout: true,
+          finalScore: session.finalScore,
+          finalReport: session.finalReport,
+        };
+      }
+    }
+
     const model = await this.getModel(session.tenantId);
     await this.ensureGraphState(sessionId, session);
     const content = await this.getSessionContent(session);
@@ -790,7 +882,7 @@ const initialState: Partial<EvaluationState> = {
 
     let finalResult: any = null;
     const weightConfig = session.templateJson?.weightConfig || { prompt: 50, other: 50 };
-    const passingScore = session.templateJson?.passingScore || 90;
+    const passingScore = (session.templateJson?.passingScore ?? 90) / 10;
 
     // Resume from the last interrupt (typically after interviewer)
     const stream = await this.graph.stream(null, {
@@ -843,7 +935,7 @@ const initialState: Partial<EvaluationState> = {
         const scores = finalResult.scores as Record<string, number>;
         const questions = finalResult.questions || [];
         const weightConfig = session.templateJson?.weightConfig || { prompt: 50, other: 50 };
-        const passingScore = session.templateJson?.passingScore || 90;
+              const passingScore = (session.templateJson?.passingScore ?? 90) / 10;
 
               if (questions.length > 0 && Object.keys(scores).length > 0) {
                 const { finalScore, dimensionScores, radarData } = this.calculateScores(
@@ -902,13 +994,13 @@ const initialState: Partial<EvaluationState> = {
     answer: string,
     language: string = 'en',
 ): Observable<any> {
-    console.log('[submitAnswerStream] START - sessionId:', sessionId, 'answer length:', answer?.length);
+    this.logger.debug('[submitAnswerStream] START - sessionId:', sessionId, 'answer length:', answer?.length);
     let emittedNextQuestion = false;
     let hasEmittedNodes = false;
     return new Observable((observer) => {
       (async () => {
         try {
-          console.log('[submitAnswerStream] After Observable - sessionId:', sessionId);
+          this.logger.debug('[submitAnswerStream] After Observable - sessionId:', sessionId);
           const session = await this.sessionRepository.findOne({
             where: { id: sessionId, userId },
           });
@@ -917,6 +1009,36 @@ const initialState: Partial<EvaluationState> = {
             return;
           }
 
+          if (session.status === AssessmentStatus.IN_PROGRESS) {
+            const now = new Date();
+            const startTime = session.startedAt ? new Date(session.startedAt) : now;
+            const questionStartTime = session.currentQuestionStartedAt ? new Date(session.currentQuestionStartedAt) : now;
+            const totalElapsed = Math.floor((now.getTime() - startTime.getTime()) / 1000);
+            const questionElapsed = Math.floor((now.getTime() - questionStartTime.getTime()) / 1000);
+
+            if (totalElapsed >= session.totalTimeLimit || questionElapsed >= session.perQuestionTimeLimit) {
+              session.status = AssessmentStatus.COMPLETED;
+              session.finalReport = totalElapsed >= session.totalTimeLimit
+                ? '评测总时间已用尽，评估已自动结束'
+                : '单题答题时间已用尽，评估已自动结束';
+              if (session.finalScore === null || session.finalScore === undefined) {
+                session.finalScore = 0;
+              }
+              await this.sessionRepository.save(session);
+              this.logger.log(`[submitAnswerStream] Session ${sessionId} auto-ended due to timeout`);
+              observer.next({
+                type: 'final',
+                assessmentSessionId: sessionId,
+                status: 'COMPLETED',
+                timeout: true,
+                finalScore: session.finalScore,
+                finalReport: session.finalReport,
+              });
+              observer.complete();
+              return;
+            }
+          }
+
           const model = await this.getModel(session.tenantId);
           const content = await this.getSessionContent(session);
           await this.ensureGraphState(sessionId, session);
@@ -927,7 +1049,7 @@ const initialState: Partial<EvaluationState> = {
             graphState &&
             graphState.values &&
             Object.keys(graphState.values).length > 0;
-          console.log(
+          this.logger.debug(
             `[AssessmentService] submitAnswerStream: sessionId=${sessionId}, hasState=${hasState}, nextNodes=[${graphState.next || ''}]`,
           );
 
@@ -953,8 +1075,8 @@ const initialState: Partial<EvaluationState> = {
           let hasEmittedNodes = false;
           for await (const [mode, data] of stream) {
             streamCount++;
-            console.log('[submitAnswerStream] Stream event:', streamCount, mode, Object.keys(data || {}));
+            this.logger.debug('[submitAnswerStream] Stream event:', streamCount, mode, Object.keys(data || {}));
-            console.log('[submitAnswerStream] Data detail:', JSON.stringify(data).substring(0, 500));
+            this.logger.debug('[submitAnswerStream] Data detail:', JSON.stringify(data).substring(0, 500));
             if (mode === 'updates') {
               hasEmittedNodes = true;
               const node = Object.keys(data)[0];
@@ -962,17 +1084,17 @@ const initialState: Partial<EvaluationState> = {
               
               // Skip interrupt nodes - they have no useful data
               if (node === '__interrupt__' || !updateData || Object.keys(updateData).length === 0) {
-                console.log('[submitAnswerStream] Skipping empty interrupt node');
+                this.logger.debug('[submitAnswerStream] Skipping empty interrupt node');
                 continue;
               }
               
-              console.log('[submitAnswerStream] Node update:', node, { 
+              this.logger.debug('[submitAnswerStream] Node update:', node, { 
                 hasMessages: !!updateData.messages, 
                 messageCount: updateData.messages?.length,
                 currentIndex: updateData.currentQuestionIndex,
                 dataKeys: Object.keys(updateData).join(',')
               });
-              console.log('[submitAnswerStream] Sending to frontend:', JSON.stringify(updateData).substring(0, 500));
+              this.logger.debug('[submitAnswerStream] Sending to frontend:', JSON.stringify(updateData).substring(0, 500));
               if (updateData.messages) {
                 updateData.messages = this.mapMessages(updateData.messages);
               }
@@ -983,7 +1105,7 @@ const initialState: Partial<EvaluationState> = {
               }
               observer.next({ type: 'node', node, data: updateData });
             } else if (mode === 'values') {
-              console.log('[submitAnswerStream] Values update - keys:', Object.keys(data || {}));
+              this.logger.debug('[submitAnswerStream] Values update - keys:', Object.keys(data || {}));
             }
           }
 
@@ -994,13 +1116,13 @@ const initialState: Partial<EvaluationState> = {
           const finalData = fullState.values as EvaluationState;
 
           // Force emit the next question if stream didn't emit updates (hasEmittedNodes is false)
-          console.log('[submitAnswerStream] Force check:', { hasEmittedNodes, hasFinalData: !!finalData, hasQuestions: !!finalData?.questions, qLen: finalData?.questions?.length, emittedNextQuestion });
+          this.logger.debug('[submitAnswerStream] Force check:', { hasEmittedNodes, hasFinalData: !!finalData, hasQuestions: !!finalData?.questions, qLen: finalData?.questions?.length, emittedNextQuestion });
           if (!hasEmittedNodes && finalData && finalData.questions && finalData.questions.length > 0 && !emittedNextQuestion) {
             const currentIndex = finalData.currentQuestionIndex || 0;
             const nextQuestion = finalData.questions[currentIndex];
             if (nextQuestion) {
               const questionText = nextQuestion.questionText || '';
-              console.log('[submitAnswerStream] Forcing emit next question:', { 
+              this.logger.debug('[submitAnswerStream] Forcing emit next question:', { 
                 currentIndex,
                 questionPreview: questionText.substring(0, 50)
               });
@@ -1020,7 +1142,7 @@ const initialState: Partial<EvaluationState> = {
           }
 
           if (finalData && finalData.messages) {
-            console.log(
+            this.logger.debug(
               `[AssessmentService] submitAnswerStream Final Authoritative State messages:`,
               finalData.messages.length,
             );
@@ -1036,7 +1158,7 @@ const initialState: Partial<EvaluationState> = {
               const scores = finalData.scores;
               const questions = finalData.questions || [];
               const weightConfig = session.templateJson?.weightConfig || { prompt: 50, other: 50 };
-              const passingScore = session.templateJson?.passingScore || 90;
+              const passingScore = (session.templateJson?.passingScore ?? 90) / 10;
 
               if (questions.length > 0 && Object.keys(scores).length > 0) {
                 const { finalScore, dimensionScores, radarData } = this.calculateScores(
@@ -1048,6 +1170,7 @@ const initialState: Partial<EvaluationState> = {
                 (session as any).dimensionScores = dimensionScores;
                 (session as any).radarData = radarData;
                 (session as any).passed = finalScore >= passingScore;
+
                 this.logger.log(
                   `[DimensionScoring] Session ${sessionId} Final Score: ${finalScore}, Passed: ${finalScore >= passingScore}`,
                 );
@@ -1055,13 +1178,18 @@ const initialState: Partial<EvaluationState> = {
             }
             await this.sessionRepository.save(session);
 
-            const mappedData: any = { ...finalData };
+            const mappedData: any = this.sanitizeStateForClient(
+              { ...finalData },
+              session.status !== AssessmentStatus.COMPLETED,
+            );
             mappedData.messages = this.mapMessages(finalData.messages);
             mappedData.feedbackHistory = this.mapMessages(
               finalData.feedbackHistory || [],
             );
             mappedData.status = session.status;
             mappedData.report = session.finalReport;
+            mappedData.finalScore = session.finalScore;
+            mappedData.passed = (session as any).passed;
             observer.next({ type: 'final', data: mappedData });
           }
 
@@ -1101,7 +1229,10 @@ const initialState: Partial<EvaluationState> = {
       values.feedbackHistory = this.mapMessages(values.feedbackHistory);
     }
 
-    return values;
+    return this.sanitizeStateForClient(
+      values,
+      session.status !== AssessmentStatus.COMPLETED,
+    );
   }
 
   /**
@@ -1138,16 +1269,25 @@ const initialState: Partial<EvaluationState> = {
     const userId = user.id;
     const isAdmin = user.role === 'super_admin' || user.role === 'admin';
 
+    await this.dataSource.transaction(async (manager) => {
       const deleteCondition: any = { id: sessionId };
       if (!isAdmin) {
         deleteCondition.userId = userId;
       }
 
-    const result = await this.sessionRepository.delete(deleteCondition);
+      const session = await manager.findOne(AssessmentSession, { where: deleteCondition });
-    if (result.affected === 0) {
+      if (!session) {
-      throw new NotFoundException(
+        throw new NotFoundException('Session not found or you do not have permission to delete it');
-        'Session not found or you do not have permission to delete it',
+      }
-      );
+
+      await manager.delete(AssessmentCertificate, { sessionId });
+      await manager.delete(AssessmentSession, { id: sessionId });
+    });
+
+    try {
+      await this.graph.getState({ configurable: { thread_id: sessionId } });
+    } catch {
+      this.logger.debug(`[deleteSession] No graph state to clean up for ${sessionId}`);
     }
   }
 
@@ -1178,14 +1318,14 @@ const initialState: Partial<EvaluationState> = {
         const historicalMessages = this.hydrateMessages(session.messages);
         const existingQuestions = session.questions_json || [];
         const hasQuestionsFromBank = existingQuestions.length > 0;
+        const scoresRecord: Record<string, number> = {};
+        if (session.feedbackHistory) {
+          for (const fh of session.feedbackHistory) {
+            if (fh.score && fh.questionId) scoresRecord[fh.questionId] = fh.score;
+          }
+        }
 
-        if (hasQuestionsFromBank) {
+        const recoveredState: any = {
-          this.logger.log(
-            `[ensureGraphState] Using ${existingQuestions.length} questions from question bank`,
-          );
-          await this.graph.updateState(
-            { configurable: { thread_id: sessionId } },
-            {
           assessmentSessionId: sessionId,
           knowledgeBaseId:
             session.knowledgeBaseId || session.knowledgeGroupId || '',
@@ -1196,37 +1336,29 @@ const initialState: Partial<EvaluationState> = {
           questions: existingQuestions,
           currentQuestionIndex: session.currentQuestionIndex || 0,
           followUpCount: session.followUpCount || 0,
+          shouldFollowUp: false,
+          scores: scoresRecord,
           questionCount: session.templateJson?.questionCount || 5,
           difficultyDistribution:
             session.templateJson?.difficultyDistribution,
           style: session.templateJson?.style,
           keywords: session.templateJson?.keywords,
-            },
+          questionAnswerKey: session.templateJson?.questionAnswerKey,
-            'grader',
+          language: session.language || 'zh',
-          );
+          report: session.finalReport || undefined,
-        } else {
+        };
-          await this.graph.updateState(
+
-            { configurable: { thread_id: sessionId } },
+        if (hasQuestionsFromBank) {
-            {
+          this.logger.log(
-              assessmentSessionId: sessionId,
+            `[ensureGraphState] Using ${existingQuestions.length} questions from question bank`,
-              knowledgeBaseId:
-                session.knowledgeBaseId || session.knowledgeGroupId || '',
-              messages: historicalMessages,
-              feedbackHistory: this.hydrateMessages(
-                session.feedbackHistory || [],
-              ),
-              questions: session.questions_json || [],
-              currentQuestionIndex: session.currentQuestionIndex || 0,
-              followUpCount: session.followUpCount || 0,
-              questionCount: session.templateJson?.questionCount || 5,
-              difficultyDistribution:
-                session.templateJson?.difficultyDistribution,
-              style: session.templateJson?.style,
-              keywords: session.templateJson?.keywords,
-            },
-            'grader',
           );
         }
+
+        await this.graph.updateState(
+          { configurable: { thread_id: sessionId } },
+          recoveredState,
+          'interviewer',
+        );
       } else {
         this.logger.log(`Initializing new state for session ${sessionId}`);
         const content = await this.getSessionContent(session);
@@ -1241,6 +1373,7 @@ const initialState: Partial<EvaluationState> = {
           difficultyDistribution: session.templateJson?.difficultyDistribution,
           style: session.templateJson?.style,
           keywords: session.templateJson?.keywords,
+          questionAnswerKey: session.templateJson?.questionAnswerKey,
           language: session.language || 'en',
         };
 
@@ -1305,6 +1438,27 @@ const initialState: Partial<EvaluationState> = {
     });
   }
 
+  /**
+   * Strips sensitive fields before sending state to frontend.
+   */
+  private sanitizeStateForClient(data: any, stripAnswers = true): any {
+    if (!data) return data;
+    const sanitized = { ...data };
+    if (stripAnswers) {
+      delete sanitized.questionAnswerKey;
+    }
+    if (Array.isArray(sanitized.questions)) {
+      sanitized.questions = sanitized.questions.map((q: any) => {
+        if (stripAnswers) {
+          const { correctAnswer, judgment, followupHints, ...rest } = q;
+          return rest;
+        }
+        return q;
+      });
+    }
+    return sanitized;
+  }
+
   /**
    * Maps LangChain messages to a simple format for the frontend and storage.
    */
@@ -1340,7 +1494,7 @@ const initialState: Partial<EvaluationState> = {
     }
 
     if (session.status !== AssessmentStatus.COMPLETED) {
-      throw new Error('Session not completed');
+      throw new BadRequestException('Session not completed yet');
     }
 
     const existing = await this.certificateRepository.findOne({
@@ -1353,6 +1507,13 @@ const initialState: Partial<EvaluationState> = {
     const level = this.determineLevel(session.finalScore || 0);
     const qrCode = `cert://${sessionId}-${Date.now()}`;
 
+    const questionDetails = (session.questions_json || []).map((q: any, i: number) => ({
+      index: i + 1,
+      questionText: q.questionText?.substring(0, 100) || '',
+      questionType: q.questionType || 'SHORT_ANSWER',
+      dimension: q.dimension || '',
+    }));
+
     const certificate = this.certificateRepository.create({
       userId,
       sessionId,
@@ -1365,13 +1526,19 @@ const initialState: Partial<EvaluationState> = {
       passed: (session as any).passed || false,
     });
 
-    return this.certificateRepository.save(certificate);
+    const saved = await this.certificateRepository.save(certificate);
+    return {
+      ...saved,
+      templateName: session.template?.name || session.templateJson?.name || '-',
+      userName: session.user?.displayName || session.user?.username || '',
+      questionDetails,
+    } as any;
   }
 
   private determineLevel(score: number): string {
-    if (score >= 90) return 'Expert';
+    if (score >= 9) return 'Expert';
-    if (score >= 75) return 'Advanced';
+    if (score >= 7.5) return 'Advanced';
-    if (score >= 60) return 'Proficient';
+    if (score >= 6) return 'Proficient';
     return 'Novice';
   }
 
@@ -1464,19 +1631,15 @@ const initialState: Partial<EvaluationState> = {
 
     const sessions = await qb.take(100).getMany();
 
-    const dimensionScores: Record<string, number[]> = {
+    const dimensionScores: Record<string, number[]> = {};
-      PROMPT: [],
-      LLM: [],
-      IDE: [],
-      DEV_PATTERN: [],
-      WORK_CAPABILITY: [],
-    };
 
     for (const session of sessions) {
-      const messages = session.messages || [];
+      const scores = (session as any).dimensionScores || {};
-      for (const msg of messages) {
+      for (const [dim, score] of Object.entries(scores)) {
-        if (msg.dimension && msg.score !== undefined) {
+        if (dimensionScores[dim]) {
-          dimensionScores[msg.dimension]?.push(msg.score);
+          dimensionScores[dim].push(score as number);
+        } else {
+          dimensionScores[dim] = [score as number];
         }
       }
     }
@@ -1531,7 +1694,8 @@ const initialState: Partial<EvaluationState> = {
     reviewerId: string,
     tenantId: string,
   ): Promise<AssessmentSession> {
-    const session = await this.sessionRepository.findOne({
+    return this.dataSource.transaction(async (manager) => {
+      const session = await manager.findOne(AssessmentSession, {
         where: { id: sessionId },
       });
 
@@ -1559,20 +1723,21 @@ const initialState: Partial<EvaluationState> = {
       }
 
       session.finalScore = newScore;
-    const passingScore = session.templateJson?.passingScore || 90;
+      const passingScore = (session.templateJson?.passingScore ?? 90) / 10;
       (session as any).passed = newScore >= passingScore;
       session.reviewedBy = reviewerId;
       session.reviewedAt = new Date();
       session.reviewComment = comment || null;
       session.reviewHistory = reviewHistory;
 
-    await this.sessionRepository.save(session);
+      await manager.save(session);
 
       this.logger.log(
         `[reviewAssessment] Session ${sessionId} reviewed by ${reviewerId}, score changed from ${reviewRecord.originalScore} to ${newScore}`,
       );
 
       return session;
+    });
   }
 
   async getUserHistory(userId: string): Promise<AssessmentSession[]> {
@@ -1655,7 +1820,6 @@ const initialState: Partial<EvaluationState> = {
       totalScore: number;
       passed: boolean;
       issuedAt: Date;
-      userId: string;
     };
     message?: string;
   }> {
@@ -1676,7 +1840,6 @@ const initialState: Partial<EvaluationState> = {
         totalScore: certificate.totalScore,
         passed: certificate.passed,
         issuedAt: certificate.issuedAt,
-        userId: certificate.userId,
       },
     };
   }
@@ -1712,6 +1875,45 @@ const initialState: Partial<EvaluationState> = {
     };
   }
 
+  async batchDeleteSessions(ids: string[], user: any): Promise<number> {
+    const isAdmin = user.role === 'super_admin' || user.role === 'admin';
+
+    return this.dataSource.transaction(async (manager) => {
+      const query: any = { id: In(ids) };
+      if (!isAdmin) {
+        query.userId = user.id;
+      }
+
+      const sessions = await manager.find(AssessmentSession, { where: query });
+      const sessionIds = sessions.map((s) => s.id);
+
+      if (sessionIds.length === 0) {
+        return 0;
+      }
+
+      await manager.delete(AssessmentCertificate, { sessionId: In(sessionIds) });
+      const result = await manager.delete(AssessmentSession, { id: In(sessionIds) });
+      this.logger.log(`[batchDeleteSessions] Deleted ${sessionIds.length} sessions`);
+      return result.affected || 0;
+    });
+  }
+
+  async batchExportSessions(ids: string[], userId: string): Promise<any[]> {
+    const sessions = await this.sessionRepository.find({
+      where: { id: In(ids), userId },
+      relations: ['questions'],
+    });
+    return sessions.map((s) => ({
+      id: s.id,
+      status: s.status,
+      finalScore: s.finalScore,
+      startedAt: s.startedAt,
+      createdAt: s.createdAt,
+      totalTimeLimit: s.totalTimeLimit,
+      questionCount: s.questions?.length || 0,
+    }));
+  }
+
   async forceEndAssessment(sessionId: string): Promise<AssessmentSession> {
     const session = await this.sessionRepository.findOne({
       where: { id: sessionId },

server/src/assessment/controllers/question-bank.controller.ts

@@ -22,6 +22,7 @@ import {
   ReviewDto,
 } from '../services/question-bank.service';
 import { CombinedAuthGuard } from '../../auth/combined-auth.guard';
+import { KnowledgeGroupService } from '../../knowledge-group/knowledge-group.service';
 
 @Controller('question-banks')
 @UseGuards(CombinedAuthGuard)
@@ -29,12 +30,20 @@ import { CombinedAuthGuard } from '../../auth/combined-auth.guard';
 export class QuestionBankController {
   private readonly logger = new Logger(QuestionBankController.name);
 
-  constructor(private readonly questionBankService: QuestionBankService) {}
+  constructor(
+    private readonly questionBankService: QuestionBankService,
+    private readonly groupService: KnowledgeGroupService,
+  ) {}
 
   @Post()
-  create(@Body() createDto: CreateQuestionBankDto, @Req() req: any) {
+  async create(@Body() createDto: CreateQuestionBankDto, @Req() req: any) {
-    this.logger.log(`Creating question bank: ${createDto.name}`);
+    try {
-    return this.questionBankService.create(createDto, req.user.id, req.user.tenantId);
+      this.logger.log(`Creating question bank: ${createDto.name}, user: ${req.user?.id}, tenant: ${req.user?.tenantId}`);
+      return await this.questionBankService.create(createDto, req.user.id, req.user.tenantId);
+    } catch (err: any) {
+      this.logger.error(`[create] Failed: ${err.message}`, err.stack);
+      throw err;
+    }
   }
 
   @Get()
@@ -125,11 +134,32 @@ export class QuestionBankController {
     @Body() body: { count: number; knowledgeBaseContent?: string },
     @Req() req: any,
   ) {
-    this.logger.log(`[generate] Generating ${body.count} questions for bank ${bankId}`);
+    let content = body.knowledgeBaseContent || '';
+    if (!content || content.trim().length < 10) {
+      try {
+        const bank = await this.questionBankService.findOne(bankId);
+        if (bank?.template?.knowledgeGroupId) {
+          const files = await this.groupService.getGroupFiles(
+            bank.template.knowledgeGroupId,
+            req.user.id,
+            req.user.tenantId,
+          );
+          content = files
+            .filter((f: any) => f.content && f.content.trim().length > 0)
+            .map((f: any) => `--- ${f.title || f.originalName || 'Document'} ---\n${f.content}`)
+            .join('\n\n');
+          this.logger.log(`[generate] Auto-loaded ${files.length} files, content length: ${content.length}`);
+        }
+      } catch (err: any) {
+        this.logger.warn(`[generate] Auto-load failed: ${err.message}`);
+      }
+    }
+
+    this.logger.log(`[generate] Generating ${body.count} questions for bank ${bankId}, content length: ${content.length}`);
     return this.questionBankService.generateQuestions(
       bankId,
       body.count,
-      body.knowledgeBaseContent || '',
+      content,
       req.user.tenantId,
     );
   }

server/src/assessment/dto/create-template.dto.ts

@@ -8,6 +8,7 @@ import {
   Max,
   IsObject,
   IsBoolean,
+  IsNumber,
 } from 'class-validator';
 
 export class CreateTemplateDto {
@@ -59,6 +60,11 @@ export class CreateTemplateDto {
   @IsOptional()
   linkedGroupIds?: string[];
 
+  @IsArray()
+  @IsObject({ each: true })
+  @IsOptional()
+  dimensions?: Array<{ name: string; label: string; weight: number }>;
+
   @IsObject()
   @IsOptional()
   weightConfig?: {
@@ -91,4 +97,16 @@ export class CreateTemplateDto {
   @Max(100)
   @IsOptional()
   passingScore?: number;
+
+  @IsInt()
+  @Min(60)
+  @Max(7200)
+  @IsOptional()
+  totalTimeLimit?: number;
+
+  @IsInt()
+  @Min(30)
+  @Max(1800)
+  @IsOptional()
+  perQuestionTimeLimit?: number;
 }

server/src/assessment/entities/assessment-session.entity.ts

@@ -64,6 +64,15 @@ export class AssessmentSession {
   @Column({ type: 'float', name: 'original_score', nullable: true })
   originalScore: number;
 
+  @Column({ type: 'simple-json', nullable: true, name: 'dimension_scores' })
+  dimensionScores: Record<string, number>;
+
+  @Column({ type: 'simple-json', nullable: true, name: 'radar_data' })
+  radarData: any;
+
+  @Column({ nullable: true })
+  passed: boolean;
+
   @Column({ type: 'text', name: 'final_report', nullable: true })
   finalReport: string;
 

server/src/assessment/entities/assessment-template.entity.ts

@@ -63,6 +63,9 @@ export class AssessmentTemplate {
   @JoinColumn({ name: 'knowledge_group_id' })
   knowledgeGroup: KnowledgeGroup;
 
+  @Column({ type: 'simple-json', name: 'dimensions', nullable: true })
+  dimensions: Array<{ name: string; label: string; weight: number }>;
+
   @Column({ type: 'boolean', name: 'is_active', default: true })
   isActive: boolean;
 

server/src/assessment/entities/audit-log.entity.ts

@@ -0,0 +1,28 @@
+import { Entity, PrimaryGeneratedColumn, Column, CreateDateColumn } from 'typeorm';
+
+@Entity('audit_logs')
+export class AuditLog {
+  @PrimaryGeneratedColumn('uuid')
+  id: string;
+
+  @Column({ name: 'user_id', type: 'text' })
+  userId: string;
+
+  @Column({ name: 'tenant_id', nullable: true, type: 'text' })
+  tenantId: string;
+
+  @Column({ type: 'varchar', length: 50 })
+  action: string;
+
+  @Column({ name: 'resource_type', type: 'varchar', length: 50 })
+  resourceType: string;
+
+  @Column({ name: 'resource_id', nullable: true, type: 'text' })
+  resourceId: string;
+
+  @Column({ type: 'simple-json', nullable: true })
+  details: any;
+
+  @CreateDateColumn({ name: 'created_at' })
+  createdAt: Date;
+}

server/src/assessment/entities/question-bank-item.entity.spec.ts

@@ -0,0 +1,85 @@
+import { QuestionBankItem, QuestionType, QuestionDifficulty, QuestionDimension, QuestionBankItemStatus } from './question-bank-item.entity';
+
+describe('QuestionBankItem entity', () => {
+  describe('existing fields', () => {
+    it('should create an instance with default questionType', () => {
+      const item = new QuestionBankItem();
+      expect(item.questionType).toBeUndefined();
+    });
+
+    it('should set and get basic fields', () => {
+      const item = new QuestionBankItem();
+      item.questionText = '【场景】你在编写代码... 【问题】请描述你会如何处理';
+      item.questionType = QuestionType.SHORT_ANSWER;
+      item.options = null;
+      item.correctAnswer = null;
+      item.keyPoints = ['规范文档化', '源头统一'];
+      item.difficulty = QuestionDifficulty.STANDARD;
+      item.dimension = QuestionDimension.PROMPT;
+      item.basis = '知识库原文依据';
+      item.status = QuestionBankItemStatus.PENDING_REVIEW;
+
+      expect(item.questionText).toBe('【场景】你在编写代码... 【问题】请描述你会如何处理');
+      expect(item.questionType).toBe(QuestionType.SHORT_ANSWER);
+      expect(item.options).toBeNull();
+      expect(item.correctAnswer).toBeNull();
+      expect(item.keyPoints).toEqual(['规范文档化', '源头统一']);
+      expect(item.difficulty).toBe(QuestionDifficulty.STANDARD);
+      expect(item.dimension).toBe(QuestionDimension.PROMPT);
+      expect(item.basis).toBe('知识库原文依据');
+      expect(item.status).toBe(QuestionBankItemStatus.PENDING_REVIEW);
+    });
+  });
+
+  describe('judgment field', () => {
+    it('should accept judgment text for choice question', () => {
+      const item = new QuestionBankItem();
+      item.judgment = 'B正确，因为提供了具体约束和角色设定。A错误在于过于笼统。C错误在于过度细节但缺乏核心约束。D错误在于错误建议。';
+      expect(item.judgment).toBe('B正确，因为提供了具体约束和角色设定。A错误在于过于笼统。C错误在于过度细节但缺乏核心约束。D错误在于错误建议。');
+    });
+
+    it('should accept judgment text for open question', () => {
+      const item = new QuestionBankItem();
+      item.judgment = '关键考点：会话管理——长对话导致上下文窗口膨胀 通过标准：说出"让AI总结之前内容+开新窗口"即通过';
+      expect(item.judgment).toContain('通过标准');
+      expect(item.judgment).toContain('会话管理');
+    });
+
+    it('should allow null judgment', () => {
+      const item = new QuestionBankItem();
+      item.judgment = null;
+      expect(item.judgment).toBeNull();
+    });
+  });
+
+  describe('followupHints field', () => {
+    it('should accept array of followup hints', () => {
+      const item = new QuestionBankItem();
+      item.followupHints = [
+        '如果只回答"开新窗口"没说怎么带上前情：追问"开新窗口后之前讨论的结论不就丢了吗？怎么把有用信息带过去？"',
+        '如果内容不完整：追问"还有没有更好的办法？"',
+      ];
+      expect(item.followupHints).toHaveLength(2);
+      expect(item.followupHints[0]).toContain('开新窗口');
+      expect(item.followupHints[1]).toContain('更好的办法');
+    });
+
+    it('should accept single followup hint', () => {
+      const item = new QuestionBankItem();
+      item.followupHints = ['追问如何保留之前结论'];
+      expect(item.followupHints).toHaveLength(1);
+    });
+
+    it('should accept empty array', () => {
+      const item = new QuestionBankItem();
+      item.followupHints = [];
+      expect(item.followupHints).toHaveLength(0);
+    });
+
+    it('should allow null followupHints', () => {
+      const item = new QuestionBankItem();
+      item.followupHints = null;
+      expect(item.followupHints).toBeNull();
+    });
+  });
+});

server/src/assessment/entities/question-bank-item.entity.ts

@@ -56,6 +56,7 @@ export class QuestionBankItem {
   @Column({
     type: 'simple-enum',
     enum: QuestionType,
+    default: QuestionType.SHORT_ANSWER,
   })
   questionType: QuestionType;
 
@@ -71,24 +72,33 @@ export class QuestionBankItem {
   @Column({
     type: 'simple-enum',
     enum: QuestionDifficulty,
+    default: QuestionDifficulty.STANDARD,
   })
   difficulty: QuestionDifficulty;
 
   @Column({
     type: 'simple-enum',
     enum: QuestionDimension,
+    default: QuestionDimension.PROMPT,
   })
   dimension: QuestionDimension;
 
   @Column({ type: 'text', nullable: true })
   basis: string | null;
 
+  @Column({ type: 'text', nullable: true })
+  judgment: string | null;
+
+  @Column({ type: 'simple-json', nullable: true, name: 'followup_hints' })
+  followupHints: string[] | null;
+
   @Column({ name: 'created_by', nullable: true, type: 'text' })
   createdBy: string | null;
 
   @Column({
     type: 'simple-enum',
     enum: QuestionBankItemStatus,
+    default: QuestionBankItemStatus.PENDING_REVIEW,
   })
   status: QuestionBankItemStatus;
 

server/src/assessment/entities/question-bank.entity.ts

@@ -37,7 +37,7 @@ export class QuestionBank {
   @Column({ name: 'template_id', nullable: true })
   templateId: string | null;
 
-  @OneToOne(() => AssessmentTemplate, { nullable: true })
+  @OneToOne(() => AssessmentTemplate, { nullable: true, onDelete: 'SET NULL' })
   @JoinColumn({ name: 'template_id' })
   template: AssessmentTemplate;
 

server/src/assessment/graph/builder.spec.ts

@@ -0,0 +1,95 @@
+import { routeAfterGrading } from './builder';
+
+describe('routeAfterGrading', () => {
+  it('should route to interviewer when shouldFollowUp is true (overrides all other logic)', () => {
+    const result = routeAfterGrading({
+      shouldFollowUp: true,
+      currentQuestionIndex: 0,
+      questionCount: 5,
+      questions: [],
+    } as any);
+    expect(result).toBe('interviewer');
+  });
+
+  it('should route to generator when currentIndex >= questionsLen and currentIndex < targetCount', () => {
+    const result = routeAfterGrading({
+      shouldFollowUp: false,
+      currentQuestionIndex: 3,
+      questionCount: 5,
+      questions: [{ text: 'q1' }, { text: 'q2' }, { text: 'q3' }],
+    } as any);
+    expect(result).toBe('generator');
+  });
+
+  it('should route to interviewer when currentIndex < questionsLen and currentIndex < targetCount', () => {
+    const result = routeAfterGrading({
+      shouldFollowUp: false,
+      currentQuestionIndex: 2,
+      questionCount: 5,
+      questions: [{ text: 'q1' }, { text: 'q2' }, { text: 'q3' }, { text: 'q4' }, { text: 'q5' }],
+    } as any);
+    expect(result).toBe('interviewer');
+  });
+
+  it('should route to analyzer when currentIndex >= targetCount', () => {
+    const result = routeAfterGrading({
+      shouldFollowUp: false,
+      currentQuestionIndex: 5,
+      questionCount: 5,
+      questions: [{ text: 'q1' }, { text: 'q2' }, { text: 'q3' }, { text: 'q4' }, { text: 'q5' }],
+    } as any);
+    expect(result).toBe('analyzer');
+  });
+
+  it('should use default targetCount of 5 when questionCount is undefined', () => {
+    const result = routeAfterGrading({
+      shouldFollowUp: false,
+      currentQuestionIndex: 4,
+      questions: [{ text: 'q1' }, { text: 'q2' }, { text: 'q3' }, { text: 'q4' }],
+    } as any);
+    expect(result).toBe('generator');
+  });
+
+  it('should use default targetCount of 5 when questionCount is undefined and index 5 routes to analyzer', () => {
+    const result = routeAfterGrading({
+      shouldFollowUp: false,
+      currentQuestionIndex: 5,
+      questions: [{ text: 'q1' }, { text: 'q2' }, { text: 'q3' }, { text: 'q4' }, { text: 'q5' }],
+    } as any);
+    expect(result).toBe('analyzer');
+  });
+
+  it('should handle undefined questions gracefully (defaults to empty array)', () => {
+    const result = routeAfterGrading({
+      shouldFollowUp: false,
+      currentQuestionIndex: 0,
+      questionCount: 5,
+    } as any);
+    expect(result).toBe('generator');
+  });
+
+  it('should prevent negative currentQuestionIndex via Math.max(0)', () => {
+    const result = routeAfterGrading({
+      shouldFollowUp: false,
+      currentQuestionIndex: -1,
+      questionCount: 5,
+      questions: [{ text: 'q1' }, { text: 'q2' }, { text: 'q3' }, { text: 'q4' }, { text: 'q5' }],
+    } as any);
+    expect(result).toBe('interviewer');
+  });
+
+  it('should handle completely empty state (no fields provided)', () => {
+    const result = routeAfterGrading({} as any);
+    expect(result).toBe('generator');
+  });
+
+  it('should route to interviewer at last index before targetCount boundary', () => {
+    const result = routeAfterGrading({
+      shouldFollowUp: false,
+      currentQuestionIndex: 4,
+      questionCount: 5,
+      questions: [{ text: 'q1' }, { text: 'q2' }, { text: 'q3' }, { text: 'q4' }, { text: 'q5' }],
+    } as any);
+    expect(result).toBe('interviewer');
+  });
+});

server/src/assessment/graph/builder.ts

@@ -8,7 +8,7 @@ import { reportAnalyzerNode } from './nodes/analyzer.node';
 /**
  * Conditional routing logic for the Grader node.
  */
-const routeAfterGrading = (state: typeof EvaluationAnnotation.State) => {
+export const routeAfterGrading = (state: typeof EvaluationAnnotation.State) => {
   const targetCount = state.questionCount || 5;
   const questionsLen = state.questions?.length || 0;
   const currentIndex = Math.max(0, state.currentQuestionIndex || 0);

server/src/assessment/graph/nodes/generator.node.ts

@@ -22,6 +22,14 @@ export const questionGeneratorNode = async (
     targetCount: limitCount,
   });
 
+  const existingQuestions = state.questions || [];
+
+  // Early return if enough questions from bank (no LLM call needed)
+  if (existingQuestions.length >= limitCount) {
+    console.log('[GeneratorNode] Skipping generation - enough questions from bank:', existingQuestions.length);
+    return { questions: existingQuestions };
+  }
+
   if (!model || !knowledgeBaseContent) {
     console.error('[GeneratorNode] Missing model or knowledgeBaseContent');
     throw new Error(
@@ -78,89 +86,86 @@ export const questionGeneratorNode = async (
     .map((r, i) => `${i + 1}. ${r}`)
     .join('\n');
 
-  const existingQuestions = state.questions || [];
-
-  if (existingQuestions.length >= limitCount) {
-    console.log('[GeneratorNode] Skipping generation - enough questions from bank:', existingQuestions.length);
-    return { questions: existingQuestions };
-  }
-
   const existingQuestionsText = existingQuestions
     .map((q, i) => `Q${i + 1}: ${q.questionText}`)
     .join('\n');
 
-  const systemPromptZh = `你是一位专业的知识评估专家。请根据提供的知识库片段生成 1 个唯一的测试题目。
+  const systemPromptZh = `你是一个信息提取工具。严格按以下步骤操作。
 
-### 强制性语言规则：
+### 第一步：提取知识点
-**必须使用中文 (Simplified Chinese) 进行回复**。即使知识库内容是英文或其他语言，问题(question_text)和关键点(key_points)也必须使用中文。
+阅读下方 Human 消息中的【知识库内容】，逐条列出其中包含的所有可考核知识点。
+每条以"知识点N："开头，引用原文语句。如果不足，诚实报告。
 
-### 强制性多样性规则：
+### 第二步：从知识点生成考题
-${rulesZh}
+仅用第一步提取的知识点生成 1 道题。必须引用知识点编号。
 
-### 禁止重复列表（已出过）：
+### 绝对禁止：
-${existingQuestionsText || '无'}
+- 禁止使用知识库内容中不存在的任何概念、术语、数据
+- 禁止使用你自己的知识
+${existingQuestionsText ? `- 禁止与已出题目重复：${existingQuestionsText}` : ''}
 
-### 任务：
+### 输出（纯 JSON 数组）：
-${hasKeywords ? `目标关键词：${keywordText}\n` : ''}出题风格：${style}
-难度：${difficultyText}
-
-请以 JSON 数组格式返回 1 个问题：
 [
   {
-    "question_text": "...",
+    "knowledge_points": ["知识点引用"],
-    "key_points": ["点1", "点2"],
+    "question_text": "基于知识点的题目",
-    "difficulty": "...",
+    "key_points": ["评分要点"],
-    "dimension": "prompt/llm/ide/devPattern/workCapability",
+    "difficulty": "STANDARD|ADVANCED|SPECIALIST",
-    "basis": "[n] 引用原文..."
+    "dimension": "prompt|llm|ide|devPattern|workCapability",
+    "basis": "知识库原文"
   }
 ]`;
 // dimension取值：prompt=提示词, llm=LLM原理, ide=IDE协作, devPattern=开发范式, workCapability=工作能力
 
-  const systemPromptJa = `あなたは専門的なアセスメントエキスパートです。提供されたナレッジベースに基づいて、ユニークな問題を 1 つ作成してください。
+  const systemPromptJa = `あなたは情報抽出ツールです。以下の手順に厳密に従ってください。
 
-### 言語ルール（最重要）：
+### 第一歩：知識ポイントの抽出
-**必ず日本語で作成してください**。提供されたナレッジベースが英語や中国語、その他の言語であっても、質問文(question_text)およびキーポイント(key_points)は必ず日本語で回答してください。中国語が混ざらないように厳格に注意してください。
+Human メッセージ内の【ナレッジベース内容】を読み、含まれるすべての評価可能な知識ポイントを箇条書きで抽出。
+各項目は「知識ポイントN：」で始め、原文を引用。不足している場合は正直に報告。
 
-### 多様性ルール：
+### 第二歩：知識ポイントから問題を作成
-${rulesJa}
+第一歩で抽出した知識ポイントのみを使用して 1 問作成。知識ポイント番号を引用すること。
 
-### 作成済み問題リスト：
+### 絶対禁止：
-${existingQuestionsText || 'なし'}
+- ナレッジベースに存在しない概念、用語、データの使用
+- 自身の知識の使用
+${existingQuestionsText ? `- 作成済み問題との重複禁止：${existingQuestionsText}` : ''}
 
-### 任務：
+### 出力（純粋な JSON 配列）：
-${hasKeywords ? `目標キーワード：${keywordText}\n` : ''}出題スタイル：${style}
-難易度：${difficultyText}
-
-以下のJSON配列形式で問題を1つ返してください：
 [
   {
-    "question_text": "...",
+    "knowledge_points": ["知識ポイント参照"],
-    "key_points": ["ポイント1", "ポイント2"],
+    "question_text": "知識ポイントに基づく問題",
-    "difficulty": "...",
+    "key_points": ["採点ポイント"],
-    "dimension": "prompt/llm/ide/devPattern/workCapability",
+    "difficulty": "STANDARD|ADVANCED|SPECIALIST",
-    "basis": "[n] 引用箇所..."
+    "dimension": "prompt|llm|ide|devPattern|workCapability",
+    "basis": "ナレッジベースの原文"
   }
 ]`;
 
-  const systemPromptEn = `You are an expert examiner. Generate 1 UNIQUE question based on the provided context.
+  const systemPromptEn = `You are an information extraction tool. Follow these steps exactly.
 
-### Language Rule:
+### Step 1: Extract Knowledge Points
-**You MUST generate the question and key points in English.**
+Read the knowledge base content in the Human message. List ALL assessable knowledge points found.
+Each point must start with "KP N:" and quote the source text. If insufficient, honestly report.
 
-### Diversity Rules:
+### Step 2: Generate Question from Points
-${rulesEn}
+Use ONLY the knowledge points from Step 1 to generate 1 question. Must reference KP numbers.
 
-### Previous Questions (DO NOT REPEAT):
+### Absolutely Forbidden:
-${existingQuestionsText || 'None'}
+- Using any concept, term, or data NOT present in the knowledge base content
+- Using your own knowledge
+${existingQuestionsText ? `- Repeating previous questions: ${existingQuestionsText}` : ''}
 
-Return 1 question as a JSON array with format:
+### Output (pure JSON array only):
 [
   {
-    "question_text": "...",
+    "knowledge_points": ["KP reference"],
-    "key_points": ["point1", "point2"],
+    "question_text": "Question based on the knowledge points",
-    "difficulty": "...",
+    "key_points": ["scoring points"],
-    "dimension": "prompt/llm/ide/devPattern/workCapability",
+    "difficulty": "STANDARD|ADVANCED|SPECIALIST",
-    "basis": "[n] citation..."
+    "dimension": "prompt|llm|ide|devPattern|workCapability",
+    "basis": "Source text from knowledge base"
   }
 ]`;
 
@@ -172,10 +177,10 @@ Return 1 question as a JSON array with format:
       ? systemPromptJa
       : systemPromptEn;
   const humanMsg = isZh
-    ? `请使用中文基于以下内容生成题目：\n\n${knowledgeBaseContent}`
+    ? `【知识库内容 - 以下是你出题的唯一依据】\n\n--- 知识库开始 ---\n${knowledgeBaseContent}\n--- 知识库结束 ---\n\n请严格基于以上内容生成题目。`
     : isJa
-      ? `以下の内容に基づいて、必ず日本語でアセスメント問題を作成してください：\n\n${knowledgeBaseContent}`
+      ? `【ナレッジベース内容 - 以下は出題の唯一の根拠です】\n\n--- ナレッジベース開始 ---\n${knowledgeBaseContent}\n--- ナレッジベース終了 ---\n\n上記の内容のみに基づいて問題を作成してください。`
-      : `Generate evaluation question in English based on:\n\n${knowledgeBaseContent}`;
+      : `【Knowledge Base Content - Your ONLY source for questions】\n\n--- KB START ---\n${knowledgeBaseContent}\n--- KB END ---\n\nGenerate questions strictly from the above content only.`;
 
   try {
     const response = await model.invoke([
@@ -226,6 +231,7 @@ Return 1 question as a JSON array with format:
         return {
           id: (existingQuestions.length + 1).toString(),
           questionText: q.question_text,
+          questionType: 'SHORT_ANSWER',
           keyPoints: q.key_points,
           difficulty: q.difficulty,
           basis: q.basis,

server/src/assessment/graph/nodes/grader.node.spec.ts

@@ -0,0 +1,124 @@
+import { graderNode } from './grader.node';
+import { HumanMessage, AIMessage } from '@langchain/core/messages';
+
+function mockModel(response: any) {
+  return {
+    invoke: jest.fn().mockResolvedValue({
+      content: JSON.stringify(response),
+    }),
+  };
+}
+
+function baseState(overrides: any = {}) {
+  return {
+    messages: [new HumanMessage('test answer')],
+    questions: [{ id: 'q1', questionText: 'What is JS?', keyPoints: ['point1'], dimension: 'llm' }],
+    currentQuestionIndex: 0,
+    scores: {},
+    feedbackHistory: [],
+    followUpCount: 0,
+    shouldFollowUp: false,
+    questionCount: 5,
+    language: 'en',
+    ...overrides,
+  } as any;
+}
+
+describe('graderNode', () => {
+  describe('validation guards', () => {
+    it('should throw when model is missing', async () => {
+      await expect(graderNode(baseState(), { configurable: {} } as any)).rejects.toThrow('Missing model');
+    });
+
+    it('should return empty object when last message is not HumanMessage', async () => {
+      const state = baseState({ messages: [new AIMessage('I am AI')] });
+      const result = await graderNode(state, { configurable: { model: mockModel({}) } } as any);
+      expect(result).toEqual({});
+    });
+
+    it('should skip question and advance index when current question not found', async () => {
+      const state = baseState({ currentQuestionIndex: 99, questions: [{ id: 'q1', questionText: 'Q', keyPoints: ['k'], dimension: 'llm' }] });
+      const result = await graderNode(state, { configurable: { model: mockModel({}) } } as any);
+      expect(result.currentQuestionIndex).toBe(100);
+    });
+  });
+
+  describe('breakout logic (shouldFollowUp overrides)', () => {
+    it('should NOT follow up when followUpCount >= 2 even if LLM says follow up', async () => {
+      const model = mockModel({ score: 5, feedback: 'needs work', should_follow_up: true, follow_up_question: 'More?' });
+      const state = baseState({ followUpCount: 2 });
+      const result = await graderNode(state, { configurable: { model } } as any);
+      expect(result.shouldFollowUp).toBe(false);
+    });
+
+    it('should NOT follow up when score >= 8 even if LLM says follow up', async () => {
+      const model = mockModel({ score: 9, feedback: 'good', should_follow_up: true });
+      const state = baseState();
+      const result = await graderNode(state, { configurable: { model } } as any);
+      expect(result.shouldFollowUp).toBe(false);
+    });
+
+    it('should NOT follow up when user says "I don\'t know"', async () => {
+      const model = mockModel({ score: 2, feedback: 'no answer', should_follow_up: true });
+      const state = baseState({ messages: [new HumanMessage("no idea")] });
+      const result = await graderNode(state, { configurable: { model } } as any);
+      expect(result.shouldFollowUp).toBe(false);
+    });
+
+    it('should allow follow up when conditions are met', async () => {
+      const model = mockModel({ score: 5, feedback: 'incomplete', should_follow_up: true, follow_up_question: 'Can you elaborate?' });
+      const state = baseState({ followUpCount: 0 });
+      const result = await graderNode(state, { configurable: { model } } as any);
+      expect(result.shouldFollowUp).toBe(true);
+      expect(result.followUpCount).toBe(1);
+    });
+  });
+
+  describe('error handling', () => {
+    it('should handle LLM returning invalid JSON gracefully', async () => {
+      const model = { invoke: jest.fn().mockResolvedValue({ content: 'NOT JSON' }) };
+      const result = await graderNode(baseState(), { configurable: { model } } as any);
+      expect(result.currentQuestionIndex).toBe(1);
+      expect(result.shouldFollowUp).toBe(false);
+    });
+  });
+
+  describe('scoring and indexing', () => {
+    it('should advance currentQuestionIndex when not following up', async () => {
+      const model = mockModel({ score: 6, feedback: 'ok', should_follow_up: false });
+      const result = await graderNode(baseState(), { configurable: { model } } as any);
+      expect(result.currentQuestionIndex).toBe(1);
+      expect(result.scores).toBeDefined();
+    });
+
+    it('should keep currentQuestionIndex when following up', async () => {
+      const model = mockModel({ score: 5, feedback: 'needs work', should_follow_up: true, follow_up_question: 'Can you clarify?' });
+      const state = baseState({ followUpCount: 0 });
+      const result = await graderNode(state, { configurable: { model } } as any);
+      expect(result.currentQuestionIndex).toBe(0);
+    });
+
+    it('should record score under question id in scores map', async () => {
+      const model = mockModel({ score: 7, feedback: 'good', should_follow_up: false });
+      const state = baseState({ questions: [{ id: 'q-test', questionText: 'Q', keyPoints: ['k'], dimension: 'llm' }] });
+      const result = await graderNode(state, { configurable: { model } } as any);
+      expect((result.scores as any)['q-test']).toBe(7);
+    });
+  });
+
+  describe('language support', () => {
+    it('should handle Chinese language', async () => {
+      const model = mockModel({ score: 8, feedback: '很好', should_follow_up: false });
+      const state = baseState({ language: 'zh' });
+      const result = await graderNode(state, { configurable: { model } } as any);
+      expect(result).toBeDefined();
+    });
+
+    it('should handle Japanese language', async () => {
+      const model = mockModel({ score: 8, feedback: '良い', should_follow_up: false });
+      const state = baseState({ language: 'ja' });
+      const result = await graderNode(state, { configurable: { model } } as any);
+      expect(result).toBeDefined();
+    });
+  });
+});

server/src/assessment/graph/nodes/grader.node.ts

@@ -67,106 +67,151 @@ export const graderNode = async (
     return { currentQuestionIndex: currentQuestionIndex + 1 };
   }
 
-  const systemPromptZh = `你是一位专业的考官。
+  const isChoice = currentQuestion.questionType === 'MULTIPLE_CHOICE';
-请根据以下问题和关键点对用户的回答进行评分。
+  const expectedAnswer = currentQuestion.correctAnswer;
 
-重要提示：
+  if (isChoice && expectedAnswer) {
-1. **你必须使用以下语言提供反馈：中文 (Simplified Chinese)**。
+    const userAnswer = (lastUserMessage.content as string).trim();
-2. 即使用户的回答或知识库内容涉及其他语言，请确保你的反馈和解释依然严格使用中文。不要夹杂日文。
+    const isCorrect = userAnswer.toUpperCase() === expectedAnswer?.toUpperCase();
+
+    console.log('[GraderNode] Choice grading:', { userAnswer, expectedAnswer, isCorrect });
+
+    const feedback = isCorrect ? '✅ 正确' : `❌ 错误，正确答案是 ${expectedAnswer}`;
+    const feedbackMessage = new AIMessage(
+      { content: `Score: ${isCorrect ? 10 : 0}\nFeedback: ${feedback}` } as any,
+    );
+
+    return {
+      messages: [feedbackMessage],
+      feedbackHistory: [feedbackMessage],
+      scores: { [currentQuestion.id || currentQuestionIndex.toString()]: isCorrect ? 10 : 0 },
+      shouldFollowUp: false,
+      followUpCount: 0,
+      currentQuestionIndex: currentQuestionIndex + 1,
+    };
+  }
+
+  const systemPromptZh = `你是一位考官。请评分并给出反馈。
+
+规则：
+1. 只用中文。
+2. 多轮追问时，用户回答含所有轮次（第N轮回答：标记），综合判断已覆盖内容。
 
 问题：${currentQuestion.questionText}
-预期的关键点：${currentQuestion.keyPoints.join(', ')}
+关键点：${currentQuestion.keyPoints.join(', ')}
 
-评估标准：
+评分标准：准确性、完整性、深度。
-1. 准确性：他们是否正确覆盖了关键点？
+部分正确也给分（5-7分），完全不沾边才0-2分。
-2. 完整性：他们是否遗漏了任何重要内容？
-3. 深度：解释是否充分？
 
-请提供：
+返回JSON：
-1. 0 到 10 的评分。
+- score: 0-10
-2. 建设性的反馈。
+- feedback: 评语
-3. 如果回答不完整或不清晰，需要进一步解释，请将 'should_follow_up' 标志设为 true。
+- should_follow_up: true/false
+- follow_up_question: 追问（仅true时需要，针对未覆盖的关键点，false时null）
 
 请以 JSON 格式返回响应：
-{
+{"score":0到10,"feedback":"评语","should_follow_up":true或false,"follow_up_question":"追问或null"}
-  "score": 8,
-  "feedback": "...",
-  "should_follow_up": false
-}`;
 
-  const systemPromptJa = `あなたは専門的な試験官です。
+示例（需要追问）：
-以下の質問とキーポイントに基づいて、ユーザーの回答を採点してください。
+{"score":6,"feedback":"提到了安全性和性能，未说明依赖关系。","should_follow_up":true,"follow_up_question":"你如何让AI在计划中明确任务依赖关系？"}
 
-重要事項：
+示例（不需追问）：
-1. **フィードバックは必ず次の言語で提供してください：日本語**。
+{"score":8,"feedback":"回答完整。","should_follow_up":false,"follow_up_question":null}`;
-2. ユーザーの回答やナレッジベースの内容に他の言語（中国語や英語など）が含まれている場合でも、フィードバックと説明は必ず日本語のみで行ってください。中国語が混ざらないよう厳格に注意してください。
+
+  const systemPromptJa = `あなたは試験官です。採点とフィードバックを提供してください。
+
+ルール：
+1. 日本語のみ使用。
+2. 複数ラウンドの回答は「第N輪回答：」でマークされ、全ラウンドを総合判断。
 
 質問：${currentQuestion.questionText}
-期待されるキーポイント：${currentQuestion.keyPoints.join(', ')}
+キーポイント：${currentQuestion.keyPoints.join(', ')}
 
-評価基準：
+評価基準：正確性、網羅性、深さ。
-1. 正確性：キーポイントを正確に網羅していますか？
+部分点可（5〜7点）、見当違いのみ0〜2点。
-2. 網羅性：重要な内容が欠落していませんか？
-3. 深さ：説明は十分ですか？
 
-以下を提供してください：
+JSON形式：
-1. 0 から 10 までのスコア。
+- score: 0〜10
-2. 建設的なフィードバック。
+- feedback: 評価
-3. 回答が不完全または不明確で、さらなる説明が必要な場合は、'should_follow_up' フラグを true に設定してください。
+- should_follow_up: true/false
+- follow_up_question: 追質問（true時のみ、未カバーのポイントに焦点、false時null）
 
 JSON 形式で回答してください：
-{
+{"score":0から10,"feedback":"評価","should_follow_up":trueかfalse,"follow_up_question":"追質問かnull"}
-  "score": 8,
-  "feedback": "...",
-  "should_follow_up": false
-}`;
 
-  const systemPromptEn = `You are an expert examiner. 
+例（追質問が必要）：
-Grade the user's answer based on the following question and key points.
+{"score":6,"feedback":"安全性と性能に言及したが、依存関係が不明。","should_follow_up":true,"follow_up_question":"AIに計画内のタスク依存関係を明示させる方法は？"}
 
-IMPORTANT: 
+例（不要）：
-1. **You MUST provide the feedback in English.**
+{"score":8,"feedback":"回答は完全。","should_follow_up":false,"follow_up_question":null}`;
-2. If the user's answer or knowledge base content references other languages, ensure your feedback and explanation remain strictly in English.
 
-QUESTION: ${currentQuestion.questionText}
+  const systemPromptEn = `You are an examiner. Grade and give feedback.
-EXPECTED KEY POINTS: ${currentQuestion.keyPoints.join(', ')}
 
-Evaluate:
+Rules:
-1. Accuracy: Did they cover the key points correctly?
+1. English only.
-2. Completeness: Did they miss anything important?
+2. Multi-round answers are tagged "第N轮回答：". Consider all rounds.
-3. Depth: Is the explanation sufficient?
 
-Provide:
+Question: ${currentQuestion.questionText}
-1. A score from 0 to 10.
+Key points: ${currentQuestion.keyPoints.join(', ')}
-2. Constructive feedback.
-3. A boolean flag 'should_follow_up' if the answer is incomplete or unclear and needs further clarification.
 
-Format your response as JSON:
+Criteria: accuracy, completeness, depth.
-{
+Give partial credit (5-7 for partial), 0-2 only for off-target.
-  "score": 8,
-  "feedback": "...",
-  "should_follow_up": false
-}`;
 
-  const systemPrompt = isZh
+Return JSON:
+- score: 0-10
+- feedback: text
+- should_follow_up: true/false
+- follow_up_question: question (only when true, target uncovered points, null when false)
+
+Format as JSON:
+{"score":0-10,"feedback":"...","should_follow_up":true|false,"follow_up_question":"question or null"}
+
+Example (follow-up needed):
+{"score":6,"feedback":"Covered security and performance, missed dependencies.","should_follow_up":true,"follow_up_question":"How would you make the AI clarify task dependencies?"}
+
+Example (no follow-up):
+{"score":8,"feedback":"Complete answer.","should_follow_up":false,"follow_up_question":null}`;
+
+  let systemPrompt = isZh
     ? systemPromptZh
     : isJa
       ? systemPromptJa
       : systemPromptEn;
 
+  if (currentQuestion.judgment) {
+    const anchorText = isZh
+      ? `\n\n【判定依据（通过标准）】${currentQuestion.judgment}`
+      : isJa
+        ? `\n\n【判定基準（合格基準）】${currentQuestion.judgment}`
+        : `\n\n【Judgment Criteria (Pass Standard)】${currentQuestion.judgment}`;
+    systemPrompt += anchorText;
+  }
+
+  const maxFollowUps = (currentQuestion as any).maxFollowUps ?? 2;
+
   const userContentText =
     typeof lastUserMessage.content === 'string'
       ? lastUserMessage.content
       : JSON.stringify(lastUserMessage.content);
 
+  let allAnswers = userContentText;
+  if (currentFollowUpCount > 0) {
+    const prevAnswers = state.messages
+      .filter(m => m instanceof HumanMessage)
+      .slice(-(currentFollowUpCount + 1))
+      .map((m, i) => `第${i + 1}轮回答：${typeof m.content === 'string' ? m.content : JSON.stringify(m.content)}`);
+    allAnswers = prevAnswers.join('\n\n');
+  }
+
   console.log('[GraderNode] === START GRADING ===');
   console.log('[GraderNode] User answer length:', userContentText.length);
   console.log('[GraderNode] Question:', currentQuestion?.questionText?.substring(0, 100));
   console.log('[GraderNode] Target dimension:', currentQuestion?.dimension);
 
+  try {
   const response = await model.invoke([
     new SystemMessage(systemPrompt),
-    new HumanMessage(userContentText),
+    new HumanMessage(allAnswers),
   ]);
 
   console.log('[GraderNode] LLM invoke completed');
@@ -187,10 +232,7 @@ Format your response as JSON:
 
     const scoreLabel = isZh ? '得分' : isJa ? 'スコア' : 'Score';
     const feedbackLabel = isZh ? '反馈' : isJa ? 'フィードバック' : 'Feedback';
-
+    let enhancedFeedback: string = result.feedback;
-    const feedbackMessage = new AIMessage(
-      `${scoreLabel}: ${result.score}/10\n\n${feedbackLabel}: ${result.feedback}`,
-    );
 
     const newScores = {
       ...state.scores,
@@ -199,10 +241,6 @@ Format your response as JSON:
 
     let shouldFollowUp = result.should_follow_up === true;
 
-    // Breakout logic:
-    // 1. Max 1 follow-up per question
-    // 2. If score is decent (>= 8), don't follow up
-    // 3. If answer is short "don't know", don't follow up
     const normalizedContent = userContentText.trim().toLowerCase();
     const saysIDontKnow =
       normalizedContent.length < 10 &&
@@ -217,10 +255,21 @@ Format your response as JSON:
         normalizedContent.includes('不明') ||
         normalizedContent.includes('わからない'));
 
-    if (currentFollowUpCount >= 2 || result.score >= 8 || saysIDontKnow) {
+    if (currentFollowUpCount >= maxFollowUps || result.score >= 8 || saysIDontKnow) {
       shouldFollowUp = false;
     }
 
+    let followupHintMsg: AIMessage | null = null;
+    if (shouldFollowUp && result.follow_up_question && result.follow_up_question.trim()) {
+      followupHintMsg = new AIMessage(result.follow_up_question.trim());
+    } else if (shouldFollowUp) {
+      shouldFollowUp = false;
+    }
+
+    const feedbackMessage = new AIMessage(
+      `${scoreLabel}: ${result.score}/10\n\n${feedbackLabel}: ${enhancedFeedback}`,
+    );
+
     console.log('[GraderNode] Final State decision:', {
       shouldFollowUp,
       nextIndex: shouldFollowUp
@@ -230,8 +279,12 @@ Format your response as JSON:
       saysIDontKnow,
     });
 
+    const feedbackHistoryMessages = followupHintMsg
+      ? [feedbackMessage, followupHintMsg]
+      : [feedbackMessage];
+
     return {
-      feedbackHistory: [feedbackMessage],
+      feedbackHistory: feedbackHistoryMessages,
       scores: newScores,
       shouldFollowUp: shouldFollowUp,
       followUpCount: shouldFollowUp ? currentFollowUpCount + 1 : 0,
@@ -239,14 +292,29 @@ Format your response as JSON:
         ? currentQuestionIndex
         : currentQuestionIndex + 1,
     } as any;
-  } catch (error) {
+  } catch (parseError) {
-    console.error('Failed to parse grade from AI response:', error);
+    console.error('[GraderNode] Failed to parse grade:', parseError);
+    const scoreLabel = isZh ? '得分' : isJa ? 'スコア' : 'Score';
+    const fallbackMsg = new AIMessage(`${scoreLabel}: 5/10\n\n评分解析失败，默认给5分。`);
     return {
-      feedbackHistory: [
+      feedbackHistory: [fallbackMsg],
-        new AIMessage("I had some trouble grading that, but let's move on."),
+      scores: { [currentQuestion.id || currentQuestionIndex.toString()]: 5 },
-      ],
-      currentQuestionIndex: currentQuestionIndex + 1,
       shouldFollowUp: false,
+      followUpCount: 0,
+      currentQuestionIndex: currentQuestionIndex + 1,
+    } as any;
+  }
+  } catch (error) {
+    console.error('[GraderNode] LLM grading failed:', error);
+    const scoreLabel = isZh ? '得分' : isJa ? 'スコア' : 'Score';
+    const feedbackLabel = isZh ? '反馈' : isJa ? 'フィードバック' : 'Feedback';
+    const fallbackMsg = new AIMessage(`${scoreLabel}: 5/10\n\n${feedbackLabel}: 评分服务暂时不可用，默认给5分。`);
+    return {
+      feedbackHistory: [fallbackMsg],
+      scores: { [currentQuestion.id || currentQuestionIndex.toString()]: 5 },
+      shouldFollowUp: false,
+      followUpCount: 0,
+      currentQuestionIndex: currentQuestionIndex + 1,
     } as any;
   }
 };

server/src/assessment/graph/nodes/interviewer.node.spec.ts

@@ -0,0 +1,103 @@
+import { interviewerNode } from './interviewer.node';
+import { AIMessage } from '@langchain/core/messages';
+
+function baseState(overrides: any = {}) {
+  return {
+    questions: [{ id: 'q1', questionText: 'What is JS?', keyPoints: ['point1'], dimension: 'llm' }],
+    currentQuestionIndex: 0,
+    shouldFollowUp: false,
+    language: 'en',
+    ...overrides,
+  } as any;
+}
+
+describe('interviewerNode', () => {
+  describe('empty questions handling', () => {
+    it('should return apology message when questions array is empty', async () => {
+      const state = baseState({ questions: [] });
+      const result = await interviewerNode(state);
+      expect(result.messages).toBeDefined();
+      expect((result.messages as any)[0].content).toContain("sorry");
+    });
+
+    it('should return apology message when questions is undefined', async () => {
+      const state = baseState({ questions: undefined });
+      const result = await interviewerNode(state);
+      expect(result.messages).toBeDefined();
+      expect((result.messages as any)[0].content).toContain("sorry");
+    });
+
+    it('should return Chinese apology when language is zh', async () => {
+      const state = baseState({ questions: [], language: 'zh' });
+      const result = await interviewerNode(state);
+      expect((result.messages as any)[0].content).toContain('抱歉');
+    });
+
+    it('should return Japanese apology when language is ja', async () => {
+      const state = baseState({ questions: [], language: 'ja' });
+      const result = await interviewerNode(state);
+      expect((result.messages as any)[0].content).toContain('申し訳');
+    });
+  });
+
+  describe('question index range checks', () => {
+    it('should return shouldFollowUp: false when currentQuestionIndex >= questions.length', async () => {
+      const state = baseState({ currentQuestionIndex: 5, questions: [{ id: 'q1', questionText: 'Q', keyPoints: ['k'], dimension: 'llm' }] });
+      const result = await interviewerNode(state);
+      expect(result.shouldFollowUp).toBe(false);
+    });
+  });
+
+  describe('standard question presentation', () => {
+    it('should present the current question', async () => {
+      const result = await interviewerNode(baseState());
+      expect(result.messages).toBeDefined();
+      const msg = (result.messages as any)[0].content as string;
+      expect(msg).toContain('Question 1');
+      expect(msg).toContain('What is JS?');
+    });
+
+    it('should include answer instruction', async () => {
+      const result = await interviewerNode(baseState());
+      const msg = (result.messages as any)[0].content as string;
+      expect(msg).toContain('answer');
+    });
+
+    it('should use Chinese labels when language is zh', async () => {
+      const state = baseState({ language: 'zh' });
+      const result = await interviewerNode(state);
+      const msg = (result.messages as any)[0].content as string;
+      expect(msg).toContain('问题');
+      expect(msg).toContain('回答');
+    });
+
+    it('should use Japanese labels when language is ja', async () => {
+      const state = baseState({ language: 'ja' });
+      const result = await interviewerNode(state);
+      const msg = (result.messages as any)[0].content as string;
+      expect(msg).toContain('質問');
+      expect(msg).toContain('回答');
+    });
+  });
+
+  describe('follow-up mode', () => {
+    it('should use last feedbackHistory message content as follow-up prompt', async () => {
+      const state = baseState({
+        shouldFollowUp: true,
+        feedbackHistory: [new AIMessage('You need more details')],
+      });
+      const result = await interviewerNode(state);
+      const msg = (result.messages as any)[0].content as string;
+      expect(msg).toContain('You need more details');
+    });
+
+    it('should reset shouldFollowUp to false after processing', async () => {
+      const state = baseState({
+        shouldFollowUp: true,
+        feedbackHistory: [new AIMessage('Feedback: More info needed')],
+      });
+      const result = await interviewerNode(state);
+      expect(result.shouldFollowUp).toBe(false);
+    });
+  });
+});

server/src/assessment/graph/nodes/interviewer.node.ts

@@ -33,8 +33,6 @@ export const interviewerNode = async (
 
   const currentQuestion = questions[currentQuestionIndex];
 
-  // If it's a follow-up, we add a prefix to the label later.
-  // If we've run out of questions and no follow-up requested, we shouldn't be here, but let's be safe.
   if (currentQuestionIndex >= questions.length) {
     return { shouldFollowUp: false };
   }
@@ -49,33 +47,24 @@ export const interviewerNode = async (
     state.feedbackHistory &&
     state.feedbackHistory.length > 0
   ) {
-    // Construct a follow-up prompt based on last feedback
     const lastFeedbackMsg =
       state.feedbackHistory[state.feedbackHistory.length - 1];
-    const feedbackText = lastFeedbackMsg.content.toString();
+    prompt = lastFeedbackMsg.content.toString();
-
+  } else if (currentQuestion.questionType === 'MULTIPLE_CHOICE' && currentQuestion.options?.length > 0) {
-    // Extract the "Feedback: ..." part if possible, otherwise use whole text
+    const label = isZh
-    const feedbackMatch = feedbackText.match(
+      ? `问题 ${currentQuestionIndex + 1}`
-      /(?:Feedback|反馈|フィードバック): ([\s\S]*)/i,
-    );
-    const specificFeedback = feedbackMatch
-      ? feedbackMatch[1].trim()
-      : feedbackText;
-
-    const followUpLabel = isZh
-      ? '补充追问'
       : isJa
-        ? '追加の質問'
+        ? `質問 ${currentQuestionIndex + 1}`
-        : 'Follow-up Clarification';
+        : `Question ${currentQuestionIndex + 1}`;
-    const followUpInstruction = isZh
-      ? '根据以上反馈，请补充更具体的信息：'
-      : isJa
-        ? '上記のフィードバックに基づき、より具体的な情報を追加してください：'
-        : 'Based on the feedback above, please provide more specific details:';
 
-    prompt = `${followUpLabel}\n\n${specificFeedback}\n\n${followUpInstruction}`;
+    const instruction = isZh
+      ? '请选择一个选项'
+      : isJa
+        ? '選択肢から1つ選んでください'
+        : 'Please select one option';
+
+    prompt = `${label}: ${currentQuestion.questionText}\n\n${instruction}`;
   } else {
-    // Standard question presentation
     const label = isZh
       ? `问题 ${currentQuestionIndex + 1}`
       : isJa

server/src/assessment/graph/state.ts

@@ -119,6 +119,15 @@ export const EvaluationAnnotation = Annotation.Root({
   keywords: Annotation<string[] | undefined>({
     reducer: (prev, next) => next ?? prev,
   }),
+
+  /**
+   * Answer key for bank questions: id → { correctAnswer, judgment, followupHints }.
+   * Used by grader for instant choice scoring and open-question anchoring.
+   * NOT sent to frontend.
+   */
+  questionAnswerKey: Annotation<Record<string, any> | undefined>({
+    reducer: (prev, next) => next ?? prev,
+  }),
 });
 
 export type EvaluationState = typeof EvaluationAnnotation.State;

server/src/assessment/services/audit-log.service.ts

@@ -0,0 +1,37 @@
+import { Injectable, Logger } from '@nestjs/common';
+import { InjectRepository } from '@nestjs/typeorm';
+import { Repository } from 'typeorm';
+import { AuditLog } from '../entities/audit-log.entity';
+
+@Injectable()
+export class AuditLogService {
+  private readonly logger = new Logger(AuditLogService.name);
+
+  constructor(
+    @InjectRepository(AuditLog)
+    private auditLogRepository: Repository<AuditLog>,
+  ) {}
+
+  async log(params: {
+    userId: string;
+    tenantId?: string;
+    action: string;
+    resourceType: string;
+    resourceId?: string;
+    details?: any;
+  }): Promise<void> {
+    try {
+      const entry = this.auditLogRepository.create({
+        userId: params.userId,
+        tenantId: params.tenantId,
+        action: params.action,
+        resourceType: params.resourceType,
+        resourceId: params.resourceId,
+        details: params.details,
+      });
+      await this.auditLogRepository.insert(entry);
+    } catch (error) {
+      this.logger.error(`Failed to write audit log: ${error.message}`);
+    }
+  }
+}

server/src/assessment/services/export.service.ts

@@ -6,6 +6,7 @@ import { AssessmentSession } from '../entities/assessment-session.entity';
 import { AssessmentQuestion } from '../entities/assessment-question.entity';
 import { AssessmentAnswer } from '../entities/assessment-answer.entity';
 import { AssessmentCertificate } from '../entities/assessment-certificate.entity';
+import { generateAssessmentPdf } from './pdf-generator';
 
 @Injectable()
 export class ExportService {
@@ -95,7 +96,7 @@ export class ExportService {
   }
 
   private extractDimensionScores(session: AssessmentSession): any[][] {
-    const scores = session.templateJson?.dimensionScores || session.finalReport;
+    const scores = (session as any).dimensionScores;
     if (!scores) return [['未找到维度分数']];
 
     if (typeof scores === 'string') {
@@ -142,86 +143,47 @@ export class ExportService {
       throw new Error('Session not found');
     }
 
-    const certificate = await this.certificateRepository.findOne({
+    const cert = await this.certificateRepository.findOne({
       where: { sessionId },
     });
 
-    const questions = await this.questionRepository.find({
+    const questions = (session.questions_json || []) as any[];
-      where: { sessionId },
+
-      order: { createdAt: 'ASC' },
+    const userName = session.user?.displayName || session.user?.username || session.userId;
+    const templateName = session.template?.name || session.templateJson?.name || '-';
+    const dimensionScores = (session as any).dimensionScores || {};
+
+    let dimRows = '';
+    for (const [dim, score] of Object.entries(dimensionScores)) {
+      dimRows += `<tr><td>${dim}</td><td>${score}/10</td></tr>`;
+    }
+
+    let qRows = '';
+    questions.forEach((q: any, i: number) => {
+      qRows += `<tr><td>${i + 1}</td><td>${(q.questionText || '').substring(0, 80)}</td><td>${q.questionType || '-'}</td><td>${q.dimension || '-'}</td></tr>`;
     });
 
-    const answers = await this.answerRepository.find({
+    const html = `<!DOCTYPE html><html><head><meta charset="utf-8"><title>Assessment Report</title>
-      where: { questionId: In(questions.map((q) => q.id)) },
+<style>body{font-family:'Microsoft YaHei',sans-serif;max-width:800px;margin:40px auto;color:#333}
-    });
+h1{font-size:24px}h2{font-size:18px;border-bottom:2px solid #4F46E5;padding-bottom:8px}
+table{width:100%;border-collapse:collapse;margin:16px 0}
+td,th{border:1px solid #ddd;padding:8px;text-align:left}
+th{background:#F3F4F6}.score{font-size:36px;font-weight:bold;color:#4F46E5}
+.pass{color:#059669}.fail{color:#DC2626}</style></head><body>
+<h1>Assessment Report</h1>
+<p>${userName} — ${new Date(session.createdAt).toLocaleDateString()}</p>
+<p>Template: ${templateName}</p>
+<h2>Result</h2>
+<p class="score">${session.finalScore ?? '-'}/10</p>
+<p class="${(session as any).passed ? 'pass' : 'fail'}">${(session as any).passed ? 'PASSED' : 'FAILED'}</p>
+${cert ? `<p>Level: ${cert.level}</p>` : ''}
+<h2>Dimension Scores</h2>
+<table>${dimRows}</table>
+<h2>Questions</h2>
+<table><tr><th>#</th><th>Question</th><th>Type</th><th>Dimension</th></tr>${qRows}</table>
+${session.finalReport ? `<h2>Mastery Report</h2><pre>${session.finalReport}</pre>` : ''}
+</body></html>`;
 
-    const content = this.generatePdfContent(session, questions, answers, certificate);
+    return Buffer.from(html, 'utf-8');
-    return Buffer.from(content, 'utf-8');
-  }
-
-  private generatePdfContent(
-    session: AssessmentSession,
-    questions: AssessmentQuestion[],
-    answers: AssessmentAnswer[],
-    certificate: AssessmentCertificate | null,
-  ): string {
-    const lines: string[] = [];
-
-    lines.push('='.repeat(60));
-    lines.push('              人才评估报告');
-    lines.push('='.repeat(60));
-    lines.push('');
-
-    lines.push(`评估ID: ${session.id}`);
-    lines.push(`用户: ${session.user?.displayName || session.user?.username || session.userId}`);
-    lines.push(`状态: ${session.status === 'COMPLETED' ? '已完成' : '进行中'}`);
-    lines.push(`最终分数: ${session.finalScore || '-'}`);
-    lines.push(`评估模板: ${session.template?.name || session.templateJson?.name || '-'}`);
-    lines.push(`评估时间: ${session.startedAt ? new Date(session.startedAt).toLocaleString() : '-'}`);
-    lines.push('');
-
-    if (certificate) {
-      lines.push('-'.repeat(60));
-      lines.push('证书信息');
-      lines.push('-'.repeat(60));
-      lines.push(`等级: ${certificate.level}`);
-      lines.push(`总分: ${certificate.totalScore}`);
-      lines.push(`是否通过: ${certificate.passed ? '是' : '否'}`);
-      lines.push(`颁发时间: ${certificate.issuedAt ? new Date(certificate.issuedAt).toLocaleString() : '-'}`);
-      lines.push('');
-    }
-
-    lines.push('-'.repeat(60));
-    lines.push('题目详情');
-    lines.push('-'.repeat(60));
-
-    const answerMap = new Map(answers.map((a) => [a.questionId, a]));
-
-    for (let i = 0; i < questions.length; i++) {
-      const q = questions[i];
-      const a = answerMap.get(q.id);
-      lines.push('');
-      lines.push(`第${i + 1}题:`);
-      lines.push(`  题目: ${q.questionText || '-'}`);
-      lines.push(`  用户回答: ${a?.userAnswer || '-'}`);
-      lines.push(`  得分: ${a?.score ?? '-'}`);
-      lines.push(`  反馈: ${a?.feedback || '-'}`);
-      lines.push(`  追问: ${a?.isFollowUp ? '是' : '否'}`);
-    }
-
-    if (session.finalReport) {
-      lines.push('');
-      lines.push('-'.repeat(60));
-      lines.push('综合评估报告');
-      lines.push('-'.repeat(60));
-      lines.push(session.finalReport);
-    }
-
-    lines.push('');
-    lines.push('='.repeat(60));
-    lines.push('                    报告结束');
-    lines.push('='.repeat(60));
-
-    return lines.join('\n');
   }
 }

server/src/assessment/services/pdf-generator.ts

@@ -0,0 +1,97 @@
+import * as fs from 'fs';
+import * as path from 'path';
+import { PDFDocument, rgb, StandardFonts, PageSizes } from 'pdf-lib';
+
+const FONT_SEARCH_PATHS = [
+  'C:/Windows/Fonts/NotoSansSC-VF.ttf',
+  'C:/Windows/Fonts/NotoSansJP-VF.ttf',
+  path.join(__dirname, '..', '..', '..', 'assets', 'fonts', 'NotoSansSC-VF.ttf'),
+  '/usr/share/fonts/opentype/noto/NotoSansCJK-Regular.ttc',
+];
+
+let cachedFontBytes: Buffer | null = null;
+
+function findFont(): Buffer {
+  if (cachedFontBytes) return cachedFontBytes;
+  for (const p of FONT_SEARCH_PATHS) {
+    try {
+      if (fs.existsSync(p)) {
+        cachedFontBytes = fs.readFileSync(p);
+        return cachedFontBytes;
+      }
+    } catch { }
+  }
+  return Buffer.alloc(0);
+}
+
+interface PdfReportOptions {
+  title: string;
+  subtitle?: string;
+  sections: PdfSection[];
+}
+
+interface PdfSection {
+  title: string;
+  lines: string[];
+}
+
+export async function generateAssessmentPdf(options: PdfReportOptions): Promise<Buffer> {
+  const doc = await PDFDocument.create();
+
+  let font: any;
+  const fontBytes = findFont();
+  if (fontBytes.length > 0) {
+    try {
+      font = await doc.embedFont(fontBytes, { subset: true });
+    } catch {
+      font = undefined;
+    }
+  }
+  if (!font) {
+    font = await doc.embedFont(StandardFonts.Helvetica);
+  }
+
+  const pageWidth = PageSizes.A4[0];
+  const pageHeight = PageSizes.A4[1];
+  const margin = 50;
+  const fontSize = 10;
+  const titleSize = 20;
+  const sectionSize = 13;
+  const lineHeight = fontSize * 1.6;
+
+  let page = doc.addPage([pageWidth, pageHeight]);
+  let y = pageHeight - margin;
+
+  function newPage() {
+    page = doc.addPage([pageWidth, pageHeight]);
+    y = pageHeight - margin;
+  }
+
+  function drawText(text: string, size: number, color: any, offsetY: number) {
+    if (y < margin + offsetY) newPage();
+    page.drawText(text, { x: margin, y, size, font, color });
+    y -= offsetY;
+  }
+
+  drawText(options.title, titleSize, rgb(0, 0, 0), titleSize * 1.8);
+
+  if (options.subtitle) {
+    drawText(options.subtitle, 9, rgb(0.4, 0.4, 0.4), 16);
+  }
+
+  for (const section of options.sections) {
+    y -= 8;
+    drawText(section.title, sectionSize, rgb(0.1, 0.1, 0.1), sectionSize * 1.8);
+
+    for (const line of section.lines) {
+      if (!line) continue;
+      for (const chunk of line.split('\n')) {
+        drawText(chunk || ' ', fontSize, rgb(0.2, 0.2, 0.2), lineHeight);
+      }
+    }
+  }
+
+  drawText('--- End of Report ---', 8, rgb(0.6, 0.6, 0.6), 20);
+
+  return Buffer.from(await doc.save());
+}

server/src/assessment/services/question-bank.service.spec.ts

@@ -0,0 +1,429 @@
+import { Test, TestingModule } from '@nestjs/testing';
+import { getRepositoryToken } from '@nestjs/typeorm';
+import { ConfigService } from '@nestjs/config';
+import { BadRequestException, ForbiddenException, NotFoundException } from '@nestjs/common';
+import {
+  GENERATE_QUESTIONS_SYSTEM_PROMPT,
+  parseGeneratedQuestion,
+  QuestionBankService,
+} from './question-bank.service';
+import {
+  QuestionBankItem,
+  QuestionType,
+  QuestionDifficulty,
+  QuestionDimension,
+  QuestionBankItemStatus,
+} from '../entities/question-bank-item.entity';
+import { QuestionBank, QuestionBankStatus } from '../entities/question-bank.entity';
+import { ModelConfigService } from '../../model-config/model-config.service';
+
+const BANK_ID = 'test-bank-id';
+const TEMPLATE_ID = 'test-template-id';
+const USER_ID = 'user-1';
+const TENANT_ID = 'default';
+
+describe('GENERATE_QUESTIONS_SYSTEM_PROMPT', () => {
+  it('should require both choice and open question types', () => {
+    expect(GENERATE_QUESTIONS_SYSTEM_PROMPT).toContain('choice');
+    expect(GENERATE_QUESTIONS_SYSTEM_PROMPT).toContain('open');
+  });
+
+  it('should specify choice:open ratio', () => {
+    expect(GENERATE_QUESTIONS_SYSTEM_PROMPT).toMatch(/3.*7|choice.*open|选择题.*简答题/);
+  });
+
+  it('should require judgment field for every question', () => {
+    expect(GENERATE_QUESTIONS_SYSTEM_PROMPT).toContain('judgment');
+  });
+
+  it('should require followupHints for open questions', () => {
+    expect(GENERATE_QUESTIONS_SYSTEM_PROMPT).toContain('followupHints');
+  });
+
+  it('should include a few-shot example for choice questions', () => {
+    expect(GENERATE_QUESTIONS_SYSTEM_PROMPT).toMatch(/代码规范|AGENTS\.md|Prettier/);
+  });
+
+  it('should include a few-shot example for open questions', () => {
+    expect(GENERATE_QUESTIONS_SYSTEM_PROMPT).toMatch(/会话管理|上下文窗口|开新窗口/);
+  });
+
+  it('should prohibit concept-definition questions', () => {
+    expect(GENERATE_QUESTIONS_SYSTEM_PROMPT).toMatch(/禁止.*概念|不要.*定义|不能.*什么是/);
+  });
+
+  it('should require similar option lengths', () => {
+    expect(GENERATE_QUESTIONS_SYSTEM_PROMPT).toMatch(/字符差|选项.*长度|长度.*相近/);
+  });
+
+  it('should prohibit "以上都对" and "以上都不对"', () => {
+    expect(GENERATE_QUESTIONS_SYSTEM_PROMPT).toMatch(/禁止.*以上都对|以上都对.*禁止|禁止.*以上都不对/);
+  });
+
+  it('should require keyPoints from knowledge base', () => {
+    expect(GENERATE_QUESTIONS_SYSTEM_PROMPT).toMatch(/key_points.*知识库|知识库.*key_points|知识库.*原文/);
+  });
+
+  it('should prohibit markdown wrapping in JSON output', () => {
+    expect(GENERATE_QUESTIONS_SYSTEM_PROMPT).toMatch(/不要.*[Mm]arkdown|禁止.*[Mm]arkdown|不允许.*[Mm]arkdown|只输出.*JSON|纯JSON/);
+  });
+
+  it('should allow difficulty STANDARD, ADVANCED, SPECIALIST', () => {
+    expect(GENERATE_QUESTIONS_SYSTEM_PROMPT).toContain('STANDARD');
+  });
+
+  it('should allow five dimensions: prompt, llm, ide, devPattern, workCapability', () => {
+    expect(GENERATE_QUESTIONS_SYSTEM_PROMPT).toMatch(/prompt|llm|ide|devPattern|workCapability/);
+  });
+
+  it('should have reasonable prompt length', () => {
+    const len = GENERATE_QUESTIONS_SYSTEM_PROMPT.length;
+    expect(len).toBeGreaterThan(1500);
+    expect(len).toBeLessThan(8000);
+  });
+});
+
+const mockChoiceQuestion = {
+  type: 'choice',
+  scenario: '你在编写代码，AI生成的代码风格不一致',
+  questionText: '【场景】你在编写一段复杂代码... 【问题】以下哪种做法最有效？',
+  options: ['A. 每次手动调整', 'B. 写入AGENTS.md', 'C. 用通用指令', 'D. Prettier格式化'],
+  correctAnswer: 'B',
+  judgment: 'B正确，因为规范文档化能从源头统一。A效率低。C模糊。D只解决表面问题。',
+  keyPoints: ['规范文档化', '源头统一'],
+  difficulty: 'STANDARD',
+  dimension: 'prompt',
+  basis: '知识库原文',
+};
+
+const mockOpenQuestion = {
+  type: 'open',
+  scenario: '你与AI反复修改文档30轮后AI开始遗忘关键约束',
+  questionText: '【场景】你与AI反复修改... 【问题】这种情况怎么造成的？应该怎么做？',
+  judgment: '关键考点：会话管理 通过标准：说出让AI总结+开新窗口即通过',
+  followupHints: ['追问如何保留之前结论'],
+  keyPoints: ['上下文窗口膨胀', '信息蒸馏'],
+  difficulty: 'STANDARD',
+  dimension: 'prompt',
+  basis: '知识库原文',
+};
+
+describe('parseGeneratedQuestion', () => {
+  describe('choice type', () => {
+    it('should parse choice question with MULTIPLE_CHOICE type', () => {
+      const item = parseGeneratedQuestion(mockChoiceQuestion, BANK_ID);
+
+      expect(item.questionType).toBe(QuestionType.MULTIPLE_CHOICE);
+      expect(item.options).toEqual([
+        'A. 每次手动调整',
+        'B. 写入AGENTS.md',
+        'C. 用通用指令',
+        'D. Prettier格式化',
+      ]);
+      expect(item.options).toHaveLength(4);
+      expect(item.correctAnswer).toBe('B');
+      expect(item.judgment).toContain('B正确');
+      expect(item.followupHints).toBeNull();
+    });
+
+    it('should store judgment for choice question', () => {
+      const item = parseGeneratedQuestion(mockChoiceQuestion, BANK_ID);
+
+      expect(item.judgment).toBe(
+        'B正确，因为规范文档化能从源头统一。A效率低。C模糊。D只解决表面问题。',
+      );
+    });
+
+    it('should store keyPoints with technique tag', () => {
+      const q = {
+        ...mockChoiceQuestion,
+        technique: '代码风格注入',
+      };
+      const item = parseGeneratedQuestion(q, BANK_ID);
+
+      expect(item.keyPoints[0]).toBe('【考查技巧】代码风格注入');
+      expect(item.keyPoints).toContain('规范文档化');
+      expect(item.keyPoints).toContain('源头统一');
+    });
+  });
+
+  describe('open type', () => {
+    it('should parse open question with SHORT_ANSWER type', () => {
+      const item = parseGeneratedQuestion(mockOpenQuestion, BANK_ID);
+
+      expect(item.questionType).toBe(QuestionType.SHORT_ANSWER);
+      expect(item.options).toBeNull();
+      expect(item.correctAnswer).toBeNull();
+      expect(item.judgment).toContain('通过标准');
+      expect(item.judgment).toContain('会话管理');
+    });
+
+    it('should store followupHints array', () => {
+      const item = parseGeneratedQuestion(mockOpenQuestion, BANK_ID);
+
+      expect(item.followupHints).toEqual(['追问如何保留之前结论']);
+      expect(item.followupHints).toHaveLength(1);
+    });
+
+    it('should handle open question with no followupHints', () => {
+      const q = { ...mockOpenQuestion, followupHints: [] };
+      const item = parseGeneratedQuestion(q, BANK_ID);
+
+      expect(item.followupHints).toEqual([]);
+    });
+
+    it('should handle open question with 2 followupHints', () => {
+      const q = {
+        ...mockOpenQuestion,
+        followupHints: ['追问1', '追问2'],
+      };
+      const item = parseGeneratedQuestion(q, BANK_ID);
+
+      expect(item.followupHints).toHaveLength(2);
+    });
+  });
+
+  describe('common fields', () => {
+    it('should store keyPoints on both types', () => {
+      const choice = parseGeneratedQuestion(mockChoiceQuestion, BANK_ID);
+      const open = parseGeneratedQuestion(mockOpenQuestion, BANK_ID);
+
+      expect(choice.keyPoints.length).toBeGreaterThan(0);
+      expect(open.keyPoints.length).toBeGreaterThan(0);
+    });
+
+    it('should handle missing keyPoints gracefully', () => {
+      const q = { ...mockOpenQuestion, keyPoints: undefined };
+      const item = parseGeneratedQuestion(q, BANK_ID);
+
+      expect(item.keyPoints).toEqual([]);
+    });
+
+    it('should normalize dimension case-insensitively', () => {
+      const q1 = parseGeneratedQuestion(
+        { ...mockOpenQuestion, dimension: 'LLM' },
+        BANK_ID,
+      );
+      const q2 = parseGeneratedQuestion(
+        { ...mockOpenQuestion, dimension: 'llm' },
+        BANK_ID,
+      );
+      const q3 = parseGeneratedQuestion(
+        { ...mockOpenQuestion, dimension: 'Llm' },
+        BANK_ID,
+      );
+
+      expect(q1.dimension).toBe(QuestionDimension.LLM);
+      expect(q2.dimension).toBe(QuestionDimension.LLM);
+      expect(q3.dimension).toBe(QuestionDimension.LLM);
+    });
+
+    it('should default dimension to WORK_CAPABILITY for unknown values', () => {
+      const q = parseGeneratedQuestion(
+        { ...mockOpenQuestion, dimension: 'unknown' },
+        BANK_ID,
+      );
+
+      expect(q.dimension).toBe(QuestionDimension.WORK_CAPABILITY);
+    });
+
+    it('should map all five dimensions correctly', () => {
+      const dims = ['prompt', 'llm', 'ide', 'devPattern', 'workCapability'];
+      const expected = [
+        QuestionDimension.PROMPT,
+        QuestionDimension.LLM,
+        QuestionDimension.IDE,
+        QuestionDimension.DEV_PATTERN,
+        QuestionDimension.WORK_CAPABILITY,
+      ];
+
+      dims.forEach((dim, i) => {
+        const q = parseGeneratedQuestion(
+          { ...mockOpenQuestion, dimension: dim },
+          BANK_ID,
+        );
+        expect(q.dimension).toBe(expected[i]);
+      });
+    });
+
+    it('should store difficulty correctly', () => {
+      const q = parseGeneratedQuestion(
+        { ...mockOpenQuestion, difficulty: 'ADVANCED' },
+        BANK_ID,
+      );
+
+      expect(q.difficulty).toBe(QuestionDifficulty.ADVANCED);
+    });
+
+    it('should set bankId and status on all items', () => {
+      const item = parseGeneratedQuestion(mockOpenQuestion, BANK_ID);
+
+      expect(item.bankId).toBe(BANK_ID);
+      expect(item.status).toBe(QuestionBankItemStatus.PENDING_REVIEW);
+    });
+
+    it('should store basis text', () => {
+      const item = parseGeneratedQuestion(mockChoiceQuestion, BANK_ID);
+
+      expect(item.basis).toBe('知识库原文');
+    });
+  });
+});
+
+describe('QuestionBankService - status guards', () => {
+  let service: QuestionBankService;
+  let bankRepo: any;
+  let itemRepo: any;
+
+  const mockRepository = () => ({
+    findOne: jest.fn(),
+    find: jest.fn(),
+    save: jest.fn().mockImplementation((entity: any) => Promise.resolve(entity)),
+    create: jest.fn((dto: any) => dto as any),
+    remove: jest.fn().mockResolvedValue(undefined),
+    createQueryBuilder: jest.fn().mockReturnValue({
+      leftJoinAndSelect: jest.fn().mockReturnThis(),
+      where: jest.fn().mockReturnThis(),
+      orderBy: jest.fn().mockReturnThis(),
+      skip: jest.fn().mockReturnThis(),
+      take: jest.fn().mockReturnThis(),
+      getManyAndCount: jest.fn().mockResolvedValue([[], 0]),
+      getMany: jest.fn().mockResolvedValue([]),
+    }),
+  });
+
+  const mockModelConfig = () => ({
+    findDefaultByType: jest.fn().mockResolvedValue({
+      apiKey: 'sk-test',
+      modelId: 'deepseek-chat',
+      baseUrl: 'https://api.deepseek.com/v1',
+    }),
+  });
+
+  const makeBank = (overrides?: Partial<QuestionBank>): QuestionBank =>
+    ({
+      id: 'bank-1',
+      name: 'Test Bank',
+      status: QuestionBankStatus.DRAFT,
+      templateId: TEMPLATE_ID,
+      tenantId: TENANT_ID,
+      ...overrides,
+    }) as QuestionBank;
+
+  const makeItem = (overrides?: Partial<QuestionBankItem>): QuestionBankItem =>
+    ({
+      id: 'item-1',
+      bankId: BANK_ID,
+      questionText: 'Question?',
+      questionType: QuestionType.SHORT_ANSWER,
+      keyPoints: ['kp1'],
+      difficulty: QuestionDifficulty.STANDARD,
+      dimension: QuestionDimension.PROMPT,
+      status: QuestionBankItemStatus.PENDING_REVIEW,
+      ...overrides,
+    }) as QuestionBankItem;
+
+  beforeEach(async () => {
+    const module: TestingModule = await Test.createTestingModule({
+      providers: [
+        QuestionBankService,
+        { provide: getRepositoryToken(QuestionBank), useFactory: mockRepository },
+        { provide: getRepositoryToken(QuestionBankItem), useFactory: mockRepository },
+        { provide: ModelConfigService, useFactory: mockModelConfig },
+        { provide: ConfigService, useFactory: () => ({}) },
+      ],
+    }).compile();
+
+    service = module.get<QuestionBankService>(QuestionBankService);
+    bankRepo = module.get(getRepositoryToken(QuestionBank));
+    itemRepo = module.get(getRepositoryToken(QuestionBankItem));
+  });
+
+  describe('create', () => {
+    const createDto = { name: 'New Bank', templateId: TEMPLATE_ID };
+
+    it('create: should allow cross-tenant when DRAFT exists for another tenant', async () => {
+      bankRepo.findOne.mockResolvedValue(null);
+
+      const result = await service.create(createDto, USER_ID, TENANT_ID);
+      expect(result).toBeDefined();
+    });
+
+    it('create: DRAFT exists same tenant → BadRequestException', async () => {
+      bankRepo.findOne.mockResolvedValue(makeBank({ status: QuestionBankStatus.DRAFT }));
+
+      await expect(service.create(createDto, USER_ID, TENANT_ID)).rejects.toThrow(BadRequestException);
+    });
+
+    it('create: REJECTED exists same tenant → BadRequestException', async () => {
+      bankRepo.findOne.mockResolvedValue(makeBank({ status: QuestionBankStatus.REJECTED }));
+
+      await expect(service.create(createDto, USER_ID, TENANT_ID)).rejects.toThrow(BadRequestException);
+    });
+
+    it('create: PUBLISHED exists same tenant → BadRequestException', async () => {
+      bankRepo.findOne.mockResolvedValue(makeBank({ status: QuestionBankStatus.PUBLISHED }));
+
+      await expect(service.create(createDto, USER_ID, TENANT_ID)).rejects.toThrow(BadRequestException);
+    });
+
+    it('create: no existing bank → success', async () => {
+      bankRepo.findOne.mockResolvedValue(null);
+
+      const result = await service.create(createDto, USER_ID, TENANT_ID);
+      expect(result).toBeDefined();
+    });
+  });
+
+  describe('remove', () => {
+    it('remove: DRAFT → success', async () => {
+      bankRepo.findOne.mockResolvedValue(makeBank({ status: QuestionBankStatus.DRAFT }));
+
+      await expect(service.remove('bank-1')).resolves.toBeUndefined();
+    });
+
+    it('remove: REJECTED → success', async () => {
+      bankRepo.findOne.mockResolvedValue(makeBank({ status: QuestionBankStatus.REJECTED }));
+
+      await expect(service.remove('bank-1')).resolves.toBeUndefined();
+    });
+
+    it('remove: PUBLISHED → ForbiddenException', async () => {
+      bankRepo.findOne.mockResolvedValue(makeBank({ status: QuestionBankStatus.PUBLISHED }));
+
+      await expect(service.remove('bank-1')).rejects.toThrow(ForbiddenException);
+    });
+  });
+
+  describe('removeItem', () => {
+    it('removeItem: PENDING_REVIEW item → success', async () => {
+      bankRepo.findOne.mockResolvedValue(makeBank());
+      itemRepo.findOne.mockResolvedValue(makeItem({ status: QuestionBankItemStatus.PENDING_REVIEW }));
+
+      await expect(service.removeItem(BANK_ID, 'item-1')).resolves.toBeUndefined();
+    });
+
+    it('removeItem: PUBLISHED item → ForbiddenException', async () => {
+      bankRepo.findOne.mockResolvedValue(makeBank());
+      itemRepo.findOne.mockResolvedValue(makeItem({ status: QuestionBankItemStatus.PUBLISHED }));
+
+      await expect(service.removeItem(BANK_ID, 'item-1')).rejects.toThrow(ForbiddenException);
+    });
+  });
+
+  describe('generateQuestions', () => {
+    it('generateQuestions: PUBLISHED bank → ForbiddenException', async () => {
+      bankRepo.findOne.mockResolvedValue(makeBank({ status: QuestionBankStatus.PUBLISHED }));
+
+      await expect(service.generateQuestions('bank-1', 1, 'some content', TENANT_ID))
+        .rejects.toThrow(ForbiddenException);
+    });
+
+    it('generateQuestions: PENDING_REVIEW bank → ForbiddenException', async () => {
+      bankRepo.findOne.mockResolvedValue(makeBank({ status: QuestionBankStatus.PENDING_REVIEW }));
+
+      await expect(service.generateQuestions('bank-1', 1, 'some content', TENANT_ID))
+        .rejects.toThrow(ForbiddenException);
+    });
+  });
+});

server/src/assessment/services/question-bank.service.ts

@@ -69,6 +69,180 @@ const DIMENSIONS = [
   QuestionDimension.WORK_CAPABILITY,
 ];
 
+export const GENERATE_QUESTIONS_SYSTEM_PROMPT = `你是 AI 人才考核的出题专家。你需要从知识库内容中生成考核题目。
+
+## 一、内部步骤（在脑中完成，不要输出）
+1. 从知识库提取可考核的实战知识点
+2. 确定该知识点对应的具体技巧或方法
+3. 围绕该技巧设计一个真实工作场景
+
+## 二、题型比例
+本题库同时生成两种题型，按 **choice:open = 3:7** 分配。
+- choice = 选择题（4选1）
+- open = 简答题（开放式 + 追问）
+
+## 三、选择题规则（choice 型）
+### 3.1 场景规则
+- 场景必须是实际工作或日常中会遇到的情境，100-200字
+- 不能问概念定义类问题（如"什么是X"）
+- 不能问理论学习类问题（如"列出X的要素"）
+- 场景中的角色使用实际岗位（开发者/PM/测试/普通员工等）
+
+### 3.2 决策点规则
+- 每道题必须有明确的决策点——学习者要做选择或决定怎么做
+- 不能只是"请解释"
+
+### 3.3 选项规则
+- 4个选项（A/B/C/D），单选
+- 正确选项是最合理的那一个
+- 每个错误选项必须有明确缺陷（违反安全规范、忽略关键步骤、效率低下等）
+- 每个错误选项的错误原因，必须在知识库原文中有对应的禁止做法或反面说明
+- 禁止使用"以上都对""以上都不对"
+- 正确选项与最短错误选项的字符差不得超过5个字
+- 正确答案位置需轮换（避免集中在同一字母）
+
+### 3.4 解析规则
+- judgment 字段写明：为什么正确 + 每个错误选项分别错在哪
+- 指出对应的知识库知识点
+- 简洁直接，指出问题本质
+
+## 四、简答题规则（open 型）
+### 4.1 场景规则
+- 同选择题 3.1
+- 场景中暗示需要什么能力，但不要说破
+
+### 4.2 判定依据
+- judgment 字段必须包含：关键考点 + 通过标准
+- 通过标准必须可量化："说出X即通过"、"至少提及Y和Z"
+- 通过标准必须来源于知识库原文
+
+### 4.3 追问方向
+- followupHints 数组：0-2条追问方向
+- 追问用于引导学习者补充遗漏的关键点
+- 追问应具体、可回答
+- 示例："如果只回答开新窗口没说怎么带上前情：追问怎么把有用信息带过去？"
+
+## 五、禁止项（适用于所有题型）
+- 禁止问概念定义（如"什么是提示词工程"）
+- 禁止问理论列举（如"六要素有哪些"）
+- 禁止选择题出现"以上都对""以上都不对"
+- 禁止正确选项明显比其他选项长或短
+- 禁止场景脱离实际（如"如果你是CEO"不适合L1）
+- 禁止虚构知识库中不存在的方法、工具、术语
+- key_points 必须从知识库原文中提取，不得自行编造
+- 相邻题目的场景背景不得重复或相似
+
+## 六、出题维度（自动判断）
+根据题目内容，从以下五个维度中选择最匹配的一个：
+- prompt（提示词工程）
+- llm（LLM理解）
+- ide（IDE协作开发）
+- devPattern（开发范式）
+- workCapability（工作能力）
+
+## 七、难度说明
+默认 STANDARD。如果场景特别复杂或涉及多步推理，可标记 ADVANCED 或 SPECIALIST。
+
+## 八、参考示例
+
+### 选择题示例
+【场景】你在编写一段复杂的业务逻辑代码，让 AI 帮忙生成。AI 第一次生成的代码功能没问题，但代码风格和你项目现有的不太一样（缩进方式、命名规范不同）。为了提高后续生成的代码一致性，以下哪种做法最有效？
+
+A. 每次生成后手动调整格式，下次再让 AI 生成时重新说明一遍风格要求。
+B. 将项目的代码规范写入 AGENTS.md 或项目配置文件中，让 AI 在生成时自动参考。
+C. 给 AI 发送一条"请遵循团队规范"的通用指令，下一条代码就会自动匹配风格。
+D. 等全部代码生成完后，统一用 Prettier 或 ESLint 格式化工具修正所有风格问题。
+
+**正确答案：B**
+
+**解析：** B正确，将规范文档化并注入上下文，能从源头统一AI的输出风格。A效率低且容易遗漏。C"团队规范"是模糊描述，AI无法知道具体指什么。D格式化工具只能解决缩进等表面问题，无法修复命名规范等逻辑性规范。
+
+### 简答题示例
+【场景】你正在同一个 AI 对话窗口里和 AI 反复修改一份技术方案文档。改了大概30轮之后，你发现 AI 开始"忘记"一开始定下的某些关键约束条件。比如你最早说过"目标读者是业务部门，不要写太多技术细节"，但 AI 新生成的内容又开始出现大量技术术语。
+
+【问题】这种情况是怎么造成的？你应该怎么做才能让 AI 重新聚焦？
+
+**判定依据：**
+- 关键考点：会话管理——长对话导致上下文窗口膨胀，AI注意力分散
+- 通过标准：说出"让AI总结之前内容+开新窗口"即通过
+
+**追问方向：**
+- 如果只回答"开新窗口"没说怎么带上前情：追问"开新窗口后之前讨论的结论不就丢了吗？怎么把有用信息带过去？"
+- 如果内容不完整：追问"还有没有更好的办法？"
+
+## 九、输出格式（仅输出纯JSON，不要带Markdown标记）
+
+选择题输出：
+{
+  "type": "choice",
+  "scenario": "场景描述（100-200字实际工作场景）",
+  "questionText": "【场景】... 【问题】以下哪种做法最有效？",
+  "options": ["A. 选项A描述", "B. 选项B描述", "C. 选项C描述", "D. 选项D描述"],
+  "correctAnswer": "B",
+  "judgment": "B正确，因为... A错误在于... C错误在于... D错误在于...",
+  "keyPoints": ["知识库中的评分要素1", "知识库中的评分要素2"],
+  "difficulty": "STANDARD",
+  "dimension": "prompt",
+  "basis": "知识库原文依据"
+}
+
+简答题输出：
+{
+  "type": "open",
+  "scenario": "场景描述（100-200字实际工作场景）",
+  "questionText": "【场景】... 【问题】请描述你会如何处理",
+  "judgment": "关键考点：XXX 通过标准：说出XXX即通过",
+  "followupHints": ["追问方向1", "追问方向2"],
+  "keyPoints": ["知识库中的评分要素1"],
+  "difficulty": "STANDARD",
+  "dimension": "prompt",
+  "basis": "知识库原文依据"
+}
+
+输出为JSON数组：`;
+
+const DIMENSION_MAP: Record<string, QuestionDimension> = {
+  'prompt': QuestionDimension.PROMPT,
+  'llm': QuestionDimension.LLM,
+  'ide': QuestionDimension.IDE,
+  'devpattern': QuestionDimension.DEV_PATTERN,
+  'workcapability': QuestionDimension.WORK_CAPABILITY,
+};
+
+const DIFFICULTY_MAP: Record<string, QuestionDifficulty> = {
+  'STANDARD': QuestionDifficulty.STANDARD,
+  'ADVANCED': QuestionDifficulty.ADVANCED,
+  'SPECIALIST': QuestionDifficulty.SPECIALIST,
+};
+
+export function parseGeneratedQuestion(
+  q: any,
+  bankId: string,
+): QuestionBankItem {
+  const isChoice = q.type === 'choice';
+  const dimension = DIMENSION_MAP[q.dimension?.toLowerCase()] ?? QuestionDimension.WORK_CAPABILITY;
+  const difficulty = DIFFICULTY_MAP[q.difficulty?.toUpperCase()] ?? QuestionDifficulty.STANDARD;
+  const techniqueTag = q.technique ? `【考查技巧】${q.technique}` : null;
+  const keyPoints = techniqueTag
+    ? [techniqueTag, ...(q.keyPoints ?? q.key_points ?? [])]
+    : (q.keyPoints ?? q.key_points ?? []);
+
+  return {
+    bankId,
+    questionText: q.questionText ?? q.question_text ?? '',
+    questionType: isChoice ? QuestionType.MULTIPLE_CHOICE : QuestionType.SHORT_ANSWER,
+    options: isChoice ? (q.options ?? null) : null,
+    correctAnswer: isChoice ? (q.correctAnswer ?? null) : null,
+    judgment: q.judgment ?? null,
+    followupHints: isChoice ? null : (q.followupHints ?? null),
+    keyPoints,
+    difficulty,
+    dimension,
+    basis: q.basis ?? null,
+    status: QuestionBankItemStatus.PENDING_REVIEW,
+  } as QuestionBankItem;
+}
+
 @Injectable()
 export class QuestionBankService {
   private readonly logger = new Logger(QuestionBankService.name);
@@ -92,13 +266,11 @@ export class QuestionBankService {
     }
     if (createDto.templateId) {
       const existing = await this.bankRepository.findOne({
-        where: { templateId: createDto.templateId, tenantId: tenantId as any },
+        where: { templateId: createDto.templateId, tenantId: tenantId || undefined as any },
       });
       if (existing) {
-        if (existing.status === QuestionBankStatus.DRAFT || existing.status === QuestionBankStatus.REJECTED) {
+        if (existing.status === QuestionBankStatus.DRAFT || existing.status === QuestionBankStatus.REJECTED || existing.status === QuestionBankStatus.PUBLISHED) {
-          await this.bankRepository.remove(existing);
+          throw new BadRequestException('该模板已关联题库，请编辑已有题库或删除后重建');
-        } else {
-          throw new BadRequestException('该模板已关联有效题库，请编辑已有题库');
         }
       }
     }
@@ -122,7 +294,7 @@ export class QuestionBankService {
     page?: number,
     limit?: number,
   ): Promise<{ data: QuestionBank[]; total: number } | QuestionBank[]> {
-    console.log('[QuestionBank findAll] userId:', userId, 'tenantId:', tenantId);
+    this.logger.log('[QuestionBank findAll] userId: ' + userId + ', tenantId: ' + tenantId);
     const queryBuilder = this.bankRepository
       .createQueryBuilder('bank')
       .leftJoinAndSelect('bank.template', 'template');
@@ -175,6 +347,9 @@ export class QuestionBankService {
 
   async remove(id: string): Promise<void> {
     const bank = await this.findOne(id);
+    if (bank.status === QuestionBankStatus.PUBLISHED) {
+      throw new ForbiddenException('已发布的题库不可删除');
+    }
     await this.bankRepository.remove(bank);
   }
 
@@ -267,6 +442,9 @@ export class QuestionBankService {
     if (!item) {
       throw new NotFoundException(`QuestionBankItem with ID "${itemId}" not found`);
     }
+    if (item.status === QuestionBankItemStatus.PUBLISHED) {
+      throw new ForbiddenException('已发布的题目不可删除');
+    }
     await this.itemRepository.remove(item);
   }
 
@@ -278,6 +456,10 @@ export class QuestionBankService {
   ): Promise<QuestionBankItem[]> {
     const bank = await this.findOne(bankId);
 
+    if (bank.status !== QuestionBankStatus.DRAFT) {
+      throw new ForbiddenException('仅草稿状态的题库可生成题目');
+    }
+
     if (count <= 0 || count > 50) {
       throw new BadRequestException('生成数量必须在 1-50 之间');
     }
@@ -295,35 +477,14 @@ export class QuestionBankService {
     const model = new ChatOpenAI({
       apiKey: modelConfig.apiKey || 'ollama',
       modelName: modelConfig.modelId,
-      temperature: 0.7,
+      temperature: 0.1,
       configuration: {
         baseURL: modelConfig.baseUrl || 'https://api.deepseek.com/v1',
       },
     });
 
-    const systemPrompt = `你是一位专业的知识评估专家。请根据提供的知识库片段生成 ${count} 个唯一的测试题目。
+    const systemPrompt = GENERATE_QUESTIONS_SYSTEM_PROMPT;
-
+    const humanMsg = `【知识库内容 - 唯一来源】\n\n--- 开始 ---\n${knowledgeBaseContent}\n--- 结束 ---\n\n请按上述规则生成 ${count} 道题，choice:open 比例约 3:7。难度以 STANDARD 为主。`;
-### 强制性语言规则：
-**必须使用中文 (Simplified Chinese) 进行回复**。即使知识库内容是英文或其他语言，问题(question_text)和关键点(key_points)也必须使用中文。
-
-### 多样性规则：
-1. 禁止重复：绝对禁止生成相似的题目
-2. 深度挖掘：从不同的角度出题，如流程、限制、优缺点、具体参数等
-3. 随机扰动：从不同的逻辑链条出发
-
-### 任务：
-请以 JSON 数组格式返回 ${count} 个问题：
-[
-  {
-    "question_text": "问题内容",
-    "key_points": ["要点1", "要点2"],
-    "difficulty": "STANDARD|ADVANCED|SPECIALIST",
-    "dimension": "prompt|llm|ide|devPattern|workCapability",
-    "basis": "[n] 引用原文..."
-  }
-]`;
-
-    const humanMsg = `请使用中文基于以下内容生成题目：\n\n${knowledgeBaseContent}`;
 
     try {
       const response = await model.invoke([
@@ -341,35 +502,11 @@ export class QuestionBankService {
         parsedQuestions = [parsedQuestions];
       }
 
-      const dimensionMap: Record<string, string> = {
-        'prompt': 'PROMPT',
-        'llm': 'LLM',
-        'ide': 'IDE',
-        'devPattern': 'DEV_PATTERN',
-        'workCapability': 'WORK_CAPABILITY',
-      };
-
-      const difficultyMap: Record<string, string> = {
-        'STANDARD': 'STANDARD',
-        'ADVANCED': 'ADVANCED',
-        'SPECIALIST': 'SPECIALIST',
-      };
-
       const items: QuestionBankItem[] = [];
       for (const q of parsedQuestions) {
-        const dimension = dimensionMap[q.dimension?.toLowerCase()] || 'WORK_CAPABILITY';
+        const item = this.itemRepository.create(
-        const difficulty = difficultyMap[q.difficulty?.toUpperCase()] || 'STANDARD';
+          parseGeneratedQuestion(q, bankId),
-
+        );
-        const item = this.itemRepository.create({
-          bankId,
-          questionText: q.question_text,
-          questionType: QuestionType.SHORT_ANSWER,
-          keyPoints: q.key_points || [],
-          difficulty: difficulty as QuestionDifficulty,
-          dimension: dimension as QuestionDimension,
-          basis: q.basis,
-          status: QuestionBankItemStatus.PENDING_REVIEW,
-        });
         items.push(item);
       }
 
@@ -388,14 +525,9 @@ export class QuestionBankService {
     count: number,
   ): Promise<QuestionBankItem[]> {
     const bank = await this.findOne(bankId);
-    if (bank.status !== QuestionBankStatus.PUBLISHED) {
-      throw new ForbiddenException(
-        'Only PUBLISHED banks can be used for selection',
-      );
-    }
 
     const allItems = await this.itemRepository.find({
-      where: { bankId },
+      where: { bankId, status: QuestionBankItemStatus.PUBLISHED },
     });
 
     if (allItems.length === 0) {
@@ -456,7 +588,7 @@ export class QuestionBankService {
     this.logger.log(
       `[selectQuestions] Selected ${selected.length} questions from bank ${bankId}`,
     );
-    return selected;
+    return this.shuffleArray(selected);
   }
 
   async batchReviewItems(

server/src/assessment/services/template.service.spec.ts

@@ -0,0 +1,96 @@
+import { Test, TestingModule } from '@nestjs/testing';
+import { getRepositoryToken } from '@nestjs/typeorm';
+import { BadRequestException } from '@nestjs/common';
+import { TemplateService } from './template.service';
+import { AssessmentTemplate } from '../entities/assessment-template.entity';
+import { TenantService } from '../../tenant/tenant.service';
+
+describe('TemplateService', () => {
+  let service: TemplateService;
+  let repo: any;
+
+  const mockTenantService = () => ({
+    canAccessTenant: jest.fn().mockResolvedValue(true),
+  });
+
+  beforeEach(async () => {
+    const module: TestingModule = await Test.createTestingModule({
+      providers: [
+        TemplateService,
+        {
+          provide: getRepositoryToken(AssessmentTemplate),
+          useFactory: () => ({
+            create: jest.fn(),
+            save: jest.fn(),
+            find: jest.fn(),
+            findOne: jest.fn(),
+          }),
+        },
+        { provide: TenantService, useFactory: mockTenantService },
+      ],
+    }).compile();
+
+    service = module.get<TemplateService>(TemplateService);
+    repo = module.get(getRepositoryToken(AssessmentTemplate));
+  });
+
+  it('should be defined', () => {
+    expect(service).toBeDefined();
+  });
+
+  describe('create', () => {
+    it('should throw BadRequestException when linkedGroupIds is empty', async () => {
+      const dto = { name: 'Test', linkedGroupIds: [] };
+      await expect(
+        service.create(dto as any, 'user-id', 'tenant-id'),
+      ).rejects.toThrow(BadRequestException);
+    });
+
+    it('should throw BadRequestException when dimensions is empty array', async () => {
+      const dto = { name: 'Test', linkedGroupIds: ['g-1'], dimensions: [] };
+      await expect(
+        service.create(dto as any, 'user-id', 'tenant-id'),
+      ).rejects.toThrow(BadRequestException);
+    });
+
+    it('should create template with valid data', async () => {
+      const dto = {
+        name: 'Valid Template',
+        linkedGroupIds: ['g-1'],
+        dimensions: [{ name: 'PROMPT', label: 'Prompt', weight: 0.5 }],
+      };
+      repo.create.mockReturnValue({ id: 'new-id', ...dto });
+      repo.save.mockResolvedValue({ id: 'new-id', ...dto });
+
+      const result = await service.create(dto as any, 'user-id', 'tenant-id');
+      expect(result).toBeDefined();
+      expect(result.id).toBe('new-id');
+    });
+  });
+
+  describe('update', () => {
+    it('should throw BadRequestException when clearing linkedGroupIds', async () => {
+      repo.findOne.mockResolvedValue({
+        id: 'tpl-1', name: 'Existing',
+        linkedGroupIds: ['g-1'],
+        dimensions: [{ name: 'PROMPT', label: 'Prompt', weight: 1 }],
+      });
+
+      await expect(
+        service.update('tpl-1', { linkedGroupIds: [] } as any, 'user-id', 'tenant-id'),
+      ).rejects.toThrow(BadRequestException);
+    });
+
+    it('should throw BadRequestException when clearing dimensions', async () => {
+      repo.findOne.mockResolvedValue({
+        id: 'tpl-1', name: 'Existing',
+        linkedGroupIds: ['g-1'],
+        dimensions: [{ name: 'PROMPT', label: 'Prompt', weight: 1 }],
+      });
+
+      await expect(
+        service.update('tpl-1', { dimensions: [] } as any, 'user-id', 'tenant-id'),
+      ).rejects.toThrow(BadRequestException);
+    });
+  });
+});

server/src/assessment/services/template.service.ts

@@ -2,6 +2,7 @@ import {
   Injectable,
   NotFoundException,
   ForbiddenException,
+  BadRequestException,
 } from '@nestjs/common';
 import { InjectRepository } from '@nestjs/typeorm';
 import { Repository } from 'typeorm';
@@ -18,11 +19,33 @@ export class TemplateService {
     private readonly tenantService: TenantService,
   ) {}
 
+  private validateRequiredFields(data: {
+    linkedGroupIds?: string[] | null;
+    dimensions?: Array<{ name: string; label?: string; weight?: number }> | null;
+  }) {
+    if (data.linkedGroupIds != null && Array.isArray(data.linkedGroupIds)) {
+      if (data.linkedGroupIds.length === 0) {
+        throw new BadRequestException('At least one knowledge group must be linked');
+      }
+    }
+    if (data.dimensions != null && Array.isArray(data.dimensions)) {
+      if (data.dimensions.length === 0) {
+        throw new BadRequestException('At least one dimension must be defined');
+      }
+      for (const d of data.dimensions) {
+        if (!d.name) {
+          throw new BadRequestException('Each dimension must have a name');
+        }
+      }
+    }
+  }
+
   async create(
     createDto: CreateTemplateDto,
     userId: string,
     tenantId: string,
   ): Promise<AssessmentTemplate> {
+    this.validateRequiredFields(createDto);
     const { ...data } = createDto;
     const template = this.templateRepository.create({
       ...data,
@@ -76,6 +99,8 @@ export class TemplateService {
     tenantId: string,
   ): Promise<AssessmentTemplate> {
     const template = await this.findOne(id, userId, tenantId);
+    const merged = { ...template, ...updateDto };
+    this.validateRequiredFields(merged);
     Object.assign(template, updateDto);
     return this.templateRepository.save(template);
   }

server/src/auth/combined-auth.guard.ts

@@ -3,6 +3,7 @@ import {
   CanActivate,
   ExecutionContext,
   UnauthorizedException,
+  Logger,
 } from '@nestjs/common';
 import { Reflector } from '@nestjs/core';
 import { AuthGuard } from '@nestjs/passport';
@@ -25,6 +26,8 @@ import * as path from 'path';
  */
 @Injectable()
 export class CombinedAuthGuard implements CanActivate {
+  private readonly logger = new Logger(CombinedAuthGuard.name);
+
   // We extend AuthGuard('jwt') functionality by composition
   private jwtGuard: ReturnType<typeof AuthGuard>;
 
@@ -55,7 +58,7 @@ export class CombinedAuthGuard implements CanActivate {
       return true;
     }
 
-    console.log(
+    this.logger.log(
       `[CombinedAuthGuard] Checking auth for route: ${request.method} ${request.url}`,
     );
 
@@ -160,7 +163,7 @@ export class CombinedAuthGuard implements CanActivate {
       }
       return false;
     } catch (e) {
-      console.error(`[CombinedAuthGuard] JWT Auth Error:`, e);
+      this.logger.error('[CombinedAuthGuard] JWT Auth Error: ' + e);
       throw e instanceof UnauthorizedException
         ? e
         : new UnauthorizedException('Authentication required');

server/src/chat/chat.controller.ts

@@ -1,6 +1,7 @@
 import {
   Body,
   Controller,
+  Logger,
   Post,
   Request,
   Res,
@@ -36,6 +37,8 @@ class StreamChatDto {
 @Controller('chat')
 @UseGuards(CombinedAuthGuard)
 export class ChatController {
+  private readonly logger = new Logger(ChatController.name);
+
   constructor(
     private chatService: ChatService,
     private modelConfigService: ModelConfigService,
@@ -49,7 +52,7 @@ export class ChatController {
     @Res() res: Response,
   ) {
     try {
-      console.log('Full Request Body:', JSON.stringify(body, null, 2));
+      this.logger.log('Full Request Body:', JSON.stringify(body, null, 2));
       const {
         message,
         history = [],
@@ -71,22 +74,22 @@ export class ChatController {
       } = body;
       const userId = req.user.id;
 
-      console.log('=== Chat Debug Info ===');
+      this.logger.log('=== Chat Debug Info ===');
-      console.log('User ID:', userId);
+      this.logger.log('User ID:', userId);
-      console.log('Message:', message);
+      this.logger.log('Message:', message);
-      console.log('User Language:', userLanguage);
+      this.logger.log('User Language:', userLanguage);
-      console.log('Selected Embedding ID:', selectedEmbeddingId);
+      this.logger.log('Selected Embedding ID:', selectedEmbeddingId);
-      console.log('Selected LLM ID:', selectedLLMId);
+      this.logger.log('Selected LLM ID:', selectedLLMId);
-      console.log('Selected Groups:', selectedGroups);
+      this.logger.log('Selected Groups:', selectedGroups);
-      console.log('Selected Files:', selectedFiles);
+      this.logger.log('Selected Files:', selectedFiles);
-      console.log('History ID:', historyId);
+      this.logger.log('History ID:', historyId);
-      console.log('Temperature:', temperature);
+      this.logger.log('Temperature:', temperature);
-      console.log('Max Tokens:', maxTokens);
+      this.logger.log('Max Tokens:', maxTokens);
-      console.log('Top K:', topK);
+      this.logger.log('Top K:', topK);
-      console.log('Similarity Threshold:', similarityThreshold);
+      this.logger.log('Similarity Threshold:', similarityThreshold);
-      console.log('Rerank Similarity Threshold:', rerankSimilarityThreshold);
+      this.logger.log('Rerank Similarity Threshold:', rerankSimilarityThreshold);
-      console.log('Query Expansion:', enableQueryExpansion);
+      this.logger.log('Query Expansion:', enableQueryExpansion);
-      console.log('HyDE:', enableHyDE);
+      this.logger.log('HyDE:', enableHyDE);
 
       const role = req.user.role;
       const tenantId = req.user.tenantId;
@@ -105,14 +108,14 @@ export class ChatController {
       if (selectedLLMId) {
         // Find specifically selected model
         llmModel = await this.modelConfigService.findOne(selectedLLMId);
-        console.log('使用选中的LLM模型:', llmModel.name);
+        this.logger.log('使用选中的LLM模型:', llmModel.name);
       } else {
         // Use organization's default LLM from Index Chat Config (strict)
         llmModel = await this.modelConfigService.findDefaultByType(
           tenantId,
           ModelType.LLM,
         );
-        console.log(
+        this.logger.log(
           '最终使用的LLM模型 (默认):',
           llmModel ? llmModel.name : '无',
         );
@@ -162,7 +165,7 @@ export class ChatController {
       res.write('data: [DONE]\n\n');
       res.end();
     } catch (error) {
-      console.error('Stream chat error:', error);
+      this.logger.error('Stream chat error:', error);
       try {
         res.write(
           `data: ${JSON.stringify({ type: 'error', data: error.message || 'Server Error' })}\n\n`,
@@ -170,7 +173,7 @@ export class ChatController {
         res.write('data: [DONE]\n\n');
         res.end();
       } catch (writeError) {
-        console.error('Failed to write error response:', writeError);
+        this.logger.error('Failed to write error response:', writeError);
       }
     }
   }
@@ -220,7 +223,7 @@ export class ChatController {
       res.write('data: [DONE]\n\n');
       res.end();
     } catch (error) {
-      console.error('Stream assist error:', error);
+      this.logger.error('Stream assist error:', error);
       res.write(
         `data: ${JSON.stringify({ type: 'error', data: error.message || 'Server Error' })}\n\n`,
       );

server/src/chat/chat.service.ts

@@ -71,30 +71,30 @@ export class ChatService {
     enableHyDE?: boolean, // New
     tenantId?: string, // New: tenant isolation
   ): AsyncGenerator<{ type: 'content' | 'sources' | 'historyId'; data: any }> {
-    console.log('=== ChatService.streamChat ===');
+    this.logger.log('=== ChatService.streamChat ===');
-    console.log('User ID:', userId);
+    this.logger.log('User ID:', userId);
-    console.log('User language:', userLanguage);
+    this.logger.log('User language:', userLanguage);
-    console.log('Selected embedding model ID:', selectedEmbeddingId);
+    this.logger.log('Selected embedding model ID:', selectedEmbeddingId);
-    console.log('Selected groups:', selectedGroups);
+    this.logger.log('Selected groups:', selectedGroups);
-    console.log('Selected files:', selectedFiles);
+    this.logger.log('Selected files:', selectedFiles);
-    console.log('History ID:', historyId);
+    this.logger.log('History ID:', historyId);
-    console.log('Temperature:', temperature);
+    this.logger.log('Temperature:', temperature);
-    console.log('Max Tokens:', maxTokens);
+    this.logger.log('Max Tokens:', maxTokens);
-    console.log('Top K:', topK);
+    this.logger.log('Top K:', topK);
-    console.log('Similarity threshold:', similarityThreshold);
+    this.logger.log('Similarity threshold:', similarityThreshold);
-    console.log('Rerank threshold:', rerankSimilarityThreshold);
+    this.logger.log('Rerank threshold:', rerankSimilarityThreshold);
-    console.log('Query expansion:', enableQueryExpansion);
+    this.logger.log('Query expansion:', enableQueryExpansion);
-    console.log('HyDE:', enableHyDE);
+    this.logger.log('HyDE:', enableHyDE);
-    console.log('Model configuration:', {
+    this.logger.log('Model configuration:', {
       name: modelConfig.name,
       modelId: modelConfig.modelId,
       baseUrl: modelConfig.baseUrl,
     });
-    console.log(
+    this.logger.log(
       'API Key prefix:',
       modelConfig.apiKey?.substring(0, 10) + '...',
     );
-    console.log('API Key length:', modelConfig.apiKey?.length);
+    this.logger.log('API Key length:', modelConfig.apiKey?.length);
 
     // Get current language setting (keeping LANGUAGE_CONFIG for backward compatibility, now uses i18n service)
     // Use actual language based on user settings
@@ -113,7 +113,7 @@ export class ChatService {
           selectedGroups,
         );
         currentHistoryId = searchHistory.id;
-        console.log(
+        this.logger.log(
           this.i18nService.getMessage(
             'creatingHistory',
             effectiveUserLanguage,
@@ -143,7 +143,7 @@ export class ChatService {
         );
       }
 
-      console.log(
+      this.logger.log(
         this.i18nService.getMessage(
           'usingEmbeddingModel',
           effectiveUserLanguage,
@@ -156,7 +156,7 @@ export class ChatService {
       );
 
       // 2. Search using user's query directly
-      console.log(
+      this.logger.log(
         this.i18nService.getMessage('startingSearch', effectiveUserLanguage),
       );
       yield {
@@ -204,7 +204,7 @@ export class ChatService {
         // HybridSearch returns ES hit structure, but RagSearchResult is normalized
         // BuildContext expects {fileName, content}. RagSearchResult has these
         searchResults = ragResults;
-        console.log(
+        this.logger.log(
           this.i18nService.getMessage(
             'searchResultsCount',
             effectiveUserLanguage,
@@ -274,7 +274,7 @@ export class ChatService {
           };
         }
       } catch (searchError) {
-        console.error(
+        this.logger.error(
           this.i18nService.getMessage(
             'searchFailedLog',
             effectiveUserLanguage,
@@ -461,14 +461,14 @@ ${instruction}`;
     try {
       // Join keywords into search string
       const combinedQuery = keywords.join(' ');
-      console.log(
+      this.logger.log(
         this.i18nService.getMessage('searchString', userLanguage) +
           combinedQuery,
       );
 
       // Check if embedding model ID is provided
       if (!embeddingModelId) {
-        console.log(
+        this.logger.log(
           this.i18nService.getMessage(
             'embeddingModelIdNotProvided',
             userLanguage,
@@ -478,7 +478,7 @@ ${instruction}`;
       }
 
       // Use actual embedding vector
-      console.log(
+      this.logger.log(
         this.i18nService.getMessage('generatingEmbeddings', userLanguage),
       );
       const queryEmbedding = await this.embeddingService.getEmbeddings(
@@ -486,7 +486,7 @@ ${instruction}`;
         embeddingModelId,
       );
       const queryVector = queryEmbedding[0];
-      console.log(
+      this.logger.log(
         this.i18nService.getMessage('embeddingsGenerated', userLanguage) +
           this.i18nService.getMessage('dimensions', userLanguage) +
           ':',
@@ -494,7 +494,7 @@ ${instruction}`;
       );
 
       // Hybrid search
-      console.log(
+      this.logger.log(
         this.i18nService.getMessage('performingHybridSearch', userLanguage),
       );
       const results = await this.elasticsearchService.hybridSearch(
@@ -507,7 +507,7 @@ ${instruction}`;
         explicitFileIds, // Pass explicit file IDs
         tenantId, // Pass tenant ID
       );
-      console.log(
+      this.logger.log(
         this.i18nService.getMessage('esSearchCompleted', userLanguage) +
           this.i18nService.getMessage('resultsCount', userLanguage) +
           ':',
@@ -516,7 +516,7 @@ ${instruction}`;
 
       return results.slice(0, 10);
     } catch (error) {
-      console.error(
+      this.logger.error(
         this.i18nService.getMessage('hybridSearchFailed', userLanguage) + ':',
         error,
       );

server/src/common/json-utils.ts

@@ -1,3 +1,7 @@
+import { Logger } from '@nestjs/common';
+
+const logger = new Logger('JsonUtils');
+
 /**
  * Safely parses JSON from a string, handling markdown code blocks and leading/trailing text.
  */
@@ -40,9 +44,9 @@ export function safeParseJson<T = any>(text: string): T | null {
   try {
     return JSON.parse(jsonStr) as T;
   } catch (error) {
-    console.error('[safeParseJson] Failed to parse JSON:', error);
+    logger.error('[safeParseJson] Failed to parse JSON:', error);
-    console.error('[safeParseJson] Original text:', text);
+    logger.error('[safeParseJson] Original text:', text);
-    console.error('[safeParseJson] Extracted string:', jsonStr);
+    logger.error('[safeParseJson] Extracted string:', jsonStr);
     return null;
   }
 }

server/src/knowledge-group/knowledge-group.controller.ts

@@ -9,6 +9,7 @@ import {
   UseGuards,
   Request,
   Query,
+  Logger,
 } from '@nestjs/common';
 import { CombinedAuthGuard } from '../auth/combined-auth.guard';
 import { RolesGuard } from '../auth/roles.guard';
@@ -24,6 +25,8 @@ import { I18nService } from '../i18n/i18n.service';
 @Controller('knowledge-groups')
 @UseGuards(CombinedAuthGuard, RolesGuard)
 export class KnowledgeGroupController {
+  private readonly logger = new Logger(KnowledgeGroupController.name);
+
   constructor(
     private readonly groupService: KnowledgeGroupService,
     private readonly i18nService: I18nService,
@@ -43,7 +46,7 @@ export class KnowledgeGroupController {
   @Post()
   @Roles(UserRole.TENANT_ADMIN, UserRole.SUPER_ADMIN)
   async create(@Body() createGroupDto: CreateGroupDto, @Request() req) {
-    console.log('[KnowledgeGroup] create called, user:', req.user);
+    this.logger.log('[KnowledgeGroup] create called, user: ' + JSON.stringify(req.user));
     return await this.groupService.create(
       req.user.id,
       req.user.tenantId,

server/src/knowledge-group/knowledge-group.service.ts

@@ -1,5 +1,6 @@
 import {
   Injectable,
+  Logger,
   NotFoundException,
   ForbiddenException,
   Inject,
@@ -47,6 +48,8 @@ export interface PaginatedGroups {
 
 @Injectable()
 export class KnowledgeGroupService {
+  private readonly logger = new Logger(KnowledgeGroupService.name);
+
   constructor(
     @InjectRepository(KnowledgeGroup)
     private groupRepository: Repository<KnowledgeGroup>,
@@ -62,7 +65,7 @@ export class KnowledgeGroupService {
     userId: string,
     tenantId: string,
   ): Promise<GroupWithFileCount[]> {
-    console.log('[KnowledgeGroup findAll] userId:', userId, 'tenantId:', tenantId);
+    this.logger.log('[KnowledgeGroup findAll] userId: ' + userId + ', tenantId: ' + tenantId);
     // Return all groups for the tenant with file counts
     const queryBuilder = this.groupRepository
       .createQueryBuilder('group')
@@ -147,7 +150,7 @@ export class KnowledgeGroupService {
     tenantId: string,
     createGroupDto: CreateGroupDto,
   ): Promise<KnowledgeGroup> {
-    console.log('[KnowledgeGroup create] userId:', userId, 'tenantId:', tenantId);
+    this.logger.log('[KnowledgeGroup create] userId: ' + userId + ', tenantId: ' + tenantId);
     const group = this.groupRepository.create({
       ...createGroupDto,
       parentId: createGroupDto.parentId ?? null,
@@ -155,7 +158,7 @@ export class KnowledgeGroupService {
     });
 
     const saved = await this.groupRepository.save(group);
-    console.log('[KnowledgeGroup create] saved group tenantId:', saved.tenantId);
+    this.logger.log('[KnowledgeGroup create] saved group tenantId: ' + saved.tenantId);
     return saved;
   }
 
@@ -229,7 +232,7 @@ export class KnowledgeGroupService {
           );
         }
       } catch (error) {
-        console.error(
+        this.logger.error(
           `Failed to delete file ${file.id} when deleting group ${id}`,
           error,
         );
@@ -257,7 +260,6 @@ export class KnowledgeGroupService {
       throw new NotFoundException(this.i18nService.getMessage('groupNotFound'));
     }
 
-    // Check permission using TenantService
     const hasAccess = await this.tenantService.canAccessTenant(
       userId,
       group.tenantId,
@@ -269,7 +271,31 @@ export class KnowledgeGroupService {
       );
     }
 
-    return group.knowledgeBases;
+    const allGroups = await this.groupRepository.find({
+      where: tenantId === null ? {} : { tenantId },
+      relations: ['knowledgeBases'],
+    });
+
+    const childIds = new Set<string>();
+    const collectDescendantIds = (parentId: string) => {
+      for (const g of allGroups) {
+        if (g.parentId === parentId) {
+          childIds.add(g.id);
+          collectDescendantIds(g.id);
+        }
+      }
+    };
+    collectDescendantIds(groupId);
+
+    const result = [...(group.knowledgeBases || [])];
+    for (const childId of childIds) {
+      const childGroup = allGroups.find(g => g.id === childId);
+      if (childGroup?.knowledgeBases) {
+        result.push(...childGroup.knowledgeBases);
+      }
+    }
+
+    return result;
   }
 
   async addFilesToGroup(

server/src/note/note.service.ts

@@ -1,4 +1,4 @@
-import { Injectable, NotFoundException } from '@nestjs/common';
+import { Injectable, Logger, NotFoundException } from '@nestjs/common';
 import { InjectRepository } from '@nestjs/typeorm';
 import { Repository } from 'typeorm';
 import { Note } from './note.entity';
@@ -11,6 +11,8 @@ import { I18nService } from '../i18n/i18n.service';
 
 @Injectable()
 export class NoteService {
+  private readonly logger = new Logger(NoteService.name);
+
   // Directory will be created dynamically per user
   private getScreenshotsDir(userId: string) {
     return path.join(process.cwd(), 'uploads', 'notes-screenshots', userId);
@@ -153,7 +155,7 @@ export class NoteService {
       }
 
       // Optional: Add logging to help debug permission issues
-      console.log(`User ${userId} attempting to add note to group ${groupId}`);
+      this.logger.log('User ' + userId + ' attempting to add note to group ' + groupId);
     }
 
     if (categoryId === '') {
@@ -176,7 +178,7 @@ export class NoteService {
         screenshot.buffer,
       );
     } catch (error) {
-      console.error('OCR extraction failed:', error);
+      this.logger.error('OCR extraction failed:', error);
       // Continue without OCR text if extraction fails
     }
 

server/src/ocr/ocr.controller.ts

@@ -1,5 +1,6 @@
 import {
   Controller,
+  Logger,
   Post,
   UseGuards,
   UseInterceptors,
@@ -14,6 +15,8 @@ import { I18nService } from '../i18n/i18n.service';
 @UseGuards(CombinedAuthGuard)
 @UseGuards(CombinedAuthGuard)
 export class OcrController {
+  private readonly logger = new Logger(OcrController.name);
+
   constructor(
     private readonly ocrService: OcrService,
     private readonly i18n: I18nService,
@@ -22,14 +25,14 @@ export class OcrController {
   @Post('recognize')
   @UseInterceptors(FileInterceptor('image'))
   async recognizeText(@UploadedFile() image: Express.Multer.File) {
-    console.log('OCR recognition endpoint called');
+    this.logger.log('OCR recognition endpoint called');
     if (!image) {
-      console.error('No image uploaded');
+      this.logger.error('No image uploaded');
       throw new Error(this.i18n.getMessage('noImageUploaded'));
     }
-    console.log(`Received image. Size: ${image.size} bytes`);
+    this.logger.log('Received image. Size: ' + image.size + ' bytes');
     const text = await this.ocrService.extractTextFromImage(image.buffer);
-    console.log(`OCR extraction completed. Text length: ${text.length}`);
+    this.logger.log('OCR extraction completed. Text length: ' + text.length);
     return { text };
   }
 }

server/src/user/user.service.ts

@@ -171,7 +171,7 @@ export class UserService implements OnModuleInit {
     }
 
     const hashedPassword = await bcrypt.hash(password, 10);
-    console.log(
+    this.logger.log(
       `[UserService] Creating user: ${username}, isAdmin: ${isAdmin}`,
     );
     const user = await this.usersRepository.save({
@@ -403,10 +403,7 @@ export class UserService implements OnModuleInit {
         role: UserRole.SUPER_ADMIN,
       });
 
-      console.log('\n=== Admin account created ===');
+      this.logger.log('Admin account created (username: admin, password: ' + randomPassword + ')');
-      console.log('Username: admin');
-      console.log('Password:', randomPassword);
-      console.log('========================================\n');
     }
   }
 }

server/src/vision-pipeline/cost-control.module.ts

@@ -1,11 +0,0 @@
-import { Module } from '@nestjs/common';
-import { TypeOrmModule } from '@nestjs/typeorm';
-import { CostControlService } from './cost-control.service';
-import { User } from '../user/user.entity';
-
-@Module({
-  imports: [TypeOrmModule.forFeature([User])],
-  providers: [CostControlService],
-  exports: [CostControlService],
-})
-export class CostControlModule {}

server/src/vision-pipeline/cost-control.service.ts

@@ -1,261 +0,0 @@
-/**
- * Cost control and quota management service
- * Used to manage API call costs for Vision Pipeline
- */
-
-import { Injectable, Logger } from '@nestjs/common';
-import { ConfigService } from '@nestjs/config';
-import { InjectRepository } from '@nestjs/typeorm';
-import { Repository } from 'typeorm';
-import { User } from '../user/user.entity';
-
-export interface UserQuota {
-  userId: string;
-  monthlyCost: number; // Current month used cost
-  maxCost: number; // Monthly max cost
-  remaining: number; // Remaining cost
-  lastReset: Date; // Last reset time
-}
-
-export interface CostEstimate {
-  estimatedCost: number; // Estimated cost
-  estimatedTime: number; // Estimated time(seconds)
-  pageBreakdown: {
-    // Per-page breakdown
-    pageIndex: number;
-    cost: number;
-  }[];
-}
-
-@Injectable()
-export class CostControlService {
-  private readonly logger = new Logger(CostControlService.name);
-  private readonly COST_PER_PAGE = 0.01; // Cost per page(USD)
-  private readonly DEFAULT_MONTHLY_LIMIT = 100; // Default monthly limit(USD)
-
-  constructor(
-    private configService: ConfigService,
-    @InjectRepository(User)
-    private userRepository: Repository<User>,
-  ) {}
-
-  /**
-   * Estimate processing cost
-   */
-  estimateCost(
-    pageCount: number,
-    quality: 'low' | 'medium' | 'high' = 'medium',
-  ): CostEstimate {
-    // Adjust cost coefficient based on quality
-    const qualityMultiplier = {
-      low: 0.5,
-      medium: 1.0,
-      high: 1.5,
-    };
-
-    const baseCost =
-      pageCount * this.COST_PER_PAGE * qualityMultiplier[quality];
-    const estimatedTime = pageCount * 3; // // Approximately 3 seconds
-
-    const pageBreakdown = Array.from({ length: pageCount }, (_, i) => ({
-      pageIndex: i + 1,
-      cost: this.COST_PER_PAGE * qualityMultiplier[quality],
-    }));
-
-    return {
-      estimatedCost: baseCost,
-      estimatedTime,
-      pageBreakdown,
-    };
-  }
-
-  /**
-   * Check user quota
-   */
-  async checkQuota(
-    userId: string,
-    estimatedCost: number,
-  ): Promise<{
-    allowed: boolean;
-    quota: UserQuota;
-    reason?: string;
-  }> {
-    const quota = await this.getUserQuota(userId);
-
-    // Check monthly reset
-    this.checkAndResetMonthlyQuota(quota);
-
-    if (quota.remaining < estimatedCost) {
-      this.logger.warn(
-        `User ${userId} quota insufficient: remaining $${quota.remaining.toFixed(2)}, required $${estimatedCost.toFixed(2)}`,
-      );
-      return {
-        allowed: false,
-        quota,
-        reason: `Insufficient quota: remaining $${quota.remaining.toFixed(2)}, required $${estimatedCost.toFixed(2)}`,
-      };
-    }
-
-    return {
-      allowed: true,
-      quota,
-    };
-  }
-
-  /**
-   * Deduct from quota
-   */
-  async deductQuota(userId: string, actualCost: number): Promise<void> {
-    const quota = await this.getUserQuota(userId);
-    quota.monthlyCost += actualCost;
-    quota.remaining = quota.maxCost - quota.monthlyCost;
-
-    await this.userRepository.update(userId, {
-      monthlyCost: quota.monthlyCost,
-    });
-
-    this.logger.log(
-      `Deducted $${actualCost.toFixed(2)} from user ${userId} quota. Remaining: $${quota.remaining.toFixed(2)}`,
-    );
-  }
-
-  /**
-   * Get user quota
-   */
-  async getUserQuota(userId: string): Promise<UserQuota> {
-    const user = await this.userRepository.findOne({ where: { id: userId } });
-
-    if (!user) {
-      throw new Error(`User ${userId} does not exist`);
-    }
-
-    // Use default if user has no quota info
-    const monthlyCost = user.monthlyCost || 0;
-    const maxCost = user.maxCost || this.DEFAULT_MONTHLY_LIMIT;
-    const lastReset = user.lastQuotaReset || new Date();
-
-    return {
-      userId,
-      monthlyCost,
-      maxCost,
-      remaining: maxCost - monthlyCost,
-      lastReset,
-    };
-  }
-
-  /**
-   * Check and reset monthly quota
-   */
-  private checkAndResetMonthlyQuota(quota: UserQuota): void {
-    const now = new Date();
-    const lastReset = quota.lastReset;
-
-    // Check if crossed month
-    if (
-      now.getMonth() !== lastReset.getMonth() ||
-      now.getFullYear() !== lastReset.getFullYear()
-    ) {
-      this.logger.log(`Reset monthly quota for user ${quota.userId}`);
-
-      // Reset quota
-      quota.monthlyCost = 0;
-      quota.remaining = quota.maxCost;
-      quota.lastReset = now;
-
-      // Update database
-      this.userRepository.update(quota.userId, {
-        monthlyCost: 0,
-        lastQuotaReset: now,
-      });
-    }
-  }
-
-  /**
-   * Set user quota limit
-   */
-  async setQuotaLimit(userId: string, maxCost: number): Promise<void> {
-    await this.userRepository.update(userId, { maxCost });
-    this.logger.log(`Set quota limit to $${maxCost} for user ${userId}`);
-  }
-
-  /**
-   * Get cost report
-   */
-  async getCostReport(
-    userId: string,
-    days: number = 30,
-  ): Promise<{
-    totalCost: number;
-    dailyAverage: number;
-    pageStats: {
-      totalPages: number;
-      avgCostPerPage: number;
-    };
-    quotaUsage: number; // Percentage
-  }> {
-    const quota = await this.getUserQuota(userId);
-    const usagePercent = (quota.monthlyCost / quota.maxCost) * 100;
-
-    // Query history records here(if implemented)
-    // Return current quota info temporarily
-
-    return {
-      totalCost: quota.monthlyCost,
-      dailyAverage: quota.monthlyCost / Math.max(days, 1),
-      pageStats: {
-        totalPages: Math.floor(quota.monthlyCost / this.COST_PER_PAGE),
-        avgCostPerPage: this.COST_PER_PAGE,
-      },
-      quotaUsage: usagePercent,
-    };
-  }
-
-  /**
-   * Check cost warning threshold
-   */
-  async checkWarningThreshold(userId: string): Promise<{
-    shouldWarn: boolean;
-    message: string;
-  }> {
-    const quota = await this.getUserQuota(userId);
-    const usagePercent = (quota.monthlyCost / quota.maxCost) * 100;
-
-    if (usagePercent >= 90) {
-      return {
-        shouldWarn: true,
-        message: `⚠️ Quota usage reached ${usagePercent.toFixed(1)}%. Remaining: $${quota.remaining.toFixed(2)}`,
-      };
-    }
-
-    if (usagePercent >= 75) {
-      return {
-        shouldWarn: true,
-        message: `💡 Quota usage at ${usagePercent.toFixed(1)}%. Please monitor your costs carefully`,
-      };
-    }
-
-    return {
-      shouldWarn: false,
-      message: '',
-    };
-  }
-
-  /**
-   * Format cost display
-   */
-  formatCost(cost: number): string {
-    return `$${cost.toFixed(2)}`;
-  }
-
-  /**
-   * Format time display
-   */
-  formatTime(seconds: number): string {
-    if (seconds < 60) {
-      return `${seconds.toFixed(0)}s`;
-    }
-    const minutes = Math.floor(seconds / 60);
-    const remainingSeconds = seconds % 60;
-    return `${minutes}m ${remainingSeconds.toFixed(0)}s`;
-  }
-}

server/src/vision-pipeline/vision-pipeline-cost-aware.service.ts

@@ -1,341 +0,0 @@
-/**
- * Vision Pipeline Service (with cost control)
- * This is an extended version of vision-pipeline.service.ts with integrated cost control
- */
-
-import { Injectable, Logger } from '@nestjs/common';
-import { ConfigService } from '@nestjs/config';
-import * as fs from 'fs/promises';
-import * as path from 'path';
-import { LibreOfficeService } from '../libreoffice/libreoffice.service';
-import { Pdf2ImageService } from '../pdf2image/pdf2image.service';
-import { VisionService } from '../vision/vision.service';
-import { ElasticsearchService } from '../elasticsearch/elasticsearch.service';
-import { ModelConfigService } from '../model-config/model-config.service';
-import {
-  PreciseModeOptions,
-  PipelineResult,
-  ProcessingStatus,
-  ModeRecommendation,
-} from './vision-pipeline.interface';
-import {
-  VisionModelConfig,
-  VisionAnalysisResult,
-} from '../vision/vision.interface';
-import { CostControlService } from './cost-control.service';
-import { I18nService } from '../i18n/i18n.service';
-
-@Injectable()
-export class VisionPipelineCostAwareService {
-  private readonly logger = new Logger(VisionPipelineCostAwareService.name);
-
-  constructor(
-    private libreOffice: LibreOfficeService,
-    private pdf2Image: Pdf2ImageService,
-    private vision: VisionService,
-    private elasticsearch: ElasticsearchService,
-    private modelConfigService: ModelConfigService,
-    private configService: ConfigService,
-    private costControl: CostControlService,
-    private i18nService: I18nService,
-  ) {}
-
-  /**
-   * Main processing flow: Precise mode (with cost control)
-   */
-  async processPreciseMode(
-    filePath: string,
-    options: PreciseModeOptions,
-  ): Promise<PipelineResult> {
-    const startTime = Date.now();
-    const results: VisionAnalysisResult[] = [];
-    let processedPages = 0;
-    let failedPages = 0;
-    let totalCost = 0;
-    let pdfPath = filePath;
-    let imagesToProcess: any[] = [];
-
-    this.logger.log(
-      `Starting precise mode processing for ${options.fileName} (user: ${options.userId})`,
-    );
-
-    try {
-      // Step 1: Convert format
-      this.updateStatus('converting', 10, 'Converting document format...');
-      pdfPath = await this.convertToPDF(filePath);
-
-      // Step 2: Convert PDF to images
-      this.updateStatus('splitting', 30, 'Converting PDF to images...');
-      const conversionResult = await this.pdf2Image.convertToImages(pdfPath, {
-        density: 300,
-        quality: 85,
-        format: 'jpeg',
-      });
-
-      if (conversionResult.images.length === 0) {
-        throw new Error(
-          this.i18nService.getMessage('pdfToImageConversionFailed'),
-        );
-      }
-
-      // Limit processing pages
-      imagesToProcess = options.maxPages
-        ? conversionResult.images.slice(0, options.maxPages)
-        : conversionResult.images;
-
-      const pageCount = imagesToProcess.length;
-
-      // Step 3: Cost estimation and quota check
-      this.updateStatus(
-        'checking',
-        40,
-        'Checking quota and estimating cost...',
-      );
-      const costEstimate = this.costControl.estimateCost(pageCount);
-      this.logger.log(
-        `Estimated cost: $${costEstimate.estimatedCost.toFixed(2)}, Estimated time: ${this.costControl.formatTime(costEstimate.estimatedTime)}`,
-      );
-
-      // Quota check
-      const quotaCheck = await this.costControl.checkQuota(
-        options.userId,
-        costEstimate.estimatedCost,
-      );
-
-      if (!quotaCheck.allowed) {
-        throw new Error(quotaCheck.reason);
-      }
-
-      // Cost warning check
-      const warning = await this.costControl.checkWarningThreshold(
-        options.userId,
-      );
-      if (warning.shouldWarn) {
-        this.logger.warn(warning.message);
-      }
-
-      // Step 4: Get Vision model config
-      const modelConfig = await this.getVisionModelConfig(
-        options.userId,
-        options.modelId,
-        options.tenantId,
-      );
-
-      // Step 5: VL model analysis
-      this.updateStatus(
-        'analyzing',
-        50,
-        'Analyzing pages with Vision model...',
-      );
-      const batchResult = await this.vision.batchAnalyze(
-        imagesToProcess.map((img) => img.path),
-        modelConfig,
-        {
-          startIndex: 1,
-          skipQualityCheck: options.skipQualityCheck,
-        },
-      );
-
-      totalCost = batchResult.estimatedCost;
-      processedPages = batchResult.successCount;
-      failedPages = batchResult.failedCount;
-      results.push(...batchResult.results);
-
-      // Step 6: Subtract actual cost
-      if (totalCost > 0) {
-        await this.costControl.deductQuota(options.userId, totalCost);
-        this.logger.log(`Actual cost deducted: $${totalCost.toFixed(2)}`);
-      }
-
-      // Step 7: Cleanup temp files
-      this.updateStatus(
-        'completed',
-        100,
-        'Processing completed. Cleaning up temp files...',
-      );
-      await this.pdf2Image.cleanupImages(imagesToProcess);
-
-      // Cleanup converted PDF file if converted
-      if (pdfPath !== filePath) {
-        try {
-          await fs.unlink(pdfPath);
-        } catch (error) {
-          this.logger.warn(`Failed to cleanup converted PDF: ${error.message}`);
-        }
-      }
-
-      const duration = (Date.now() - startTime) / 1000;
-
-      this.logger.log(
-        `Precise mode completed: ${processedPages} pages processed, ` +
-          `cost: $${totalCost.toFixed(2)}, duration: ${duration.toFixed(1)}s`,
-      );
-
-      return {
-        success: true,
-        fileId: options.fileId,
-        fileName: options.fileName,
-        totalPages: conversionResult.totalPages,
-        processedPages,
-        failedPages,
-        results,
-        cost: totalCost,
-        duration,
-        mode: 'precise',
-      };
-    } catch (error) {
-      this.logger.error(`Precise mode failed: ${error.message}`);
-
-      // Try to clean up temp files
-      try {
-        if (pdfPath !== filePath && pdfPath !== filePath) {
-          await fs.unlink(pdfPath);
-        }
-        if (imagesToProcess.length > 0) {
-          await this.pdf2Image.cleanupImages(imagesToProcess);
-        }
-      } catch {}
-
-      return {
-        success: false,
-        fileId: options.fileId,
-        fileName: options.fileName,
-        totalPages: 0,
-        processedPages,
-        failedPages,
-        results: [],
-        cost: totalCost,
-        duration: (Date.now() - startTime) / 1000,
-        mode: 'precise',
-      };
-    }
-  }
-
-  /**
-   * Get Vision model configuration
-   */
-  private async getVisionModelConfig(
-    userId: string,
-    modelId: string,
-    tenantId?: string,
-  ): Promise<VisionModelConfig> {
-    const config = await this.modelConfigService.findOne(modelId);
-
-    if (!config) {
-      throw new Error(`Model config not found: ${modelId}`);
-    }
-
-    // API key is optional - allows local models
-
-    return {
-      baseUrl: config.baseUrl || '',
-      apiKey: config.apiKey || '',
-      modelId: config.modelId,
-    };
-  }
-
-  /**
-   * Convert to PDF
-   */
-  private async convertToPDF(filePath: string): Promise<string> {
-    const ext = path.extname(filePath).toLowerCase();
-
-    // Return as-is if already PDF
-    if (ext === '.pdf') {
-      return filePath;
-    }
-
-    // Call LibreOffice to convert
-    return await this.libreOffice.convertToPDF(filePath);
-  }
-
-  /**
-   * Format detection and mode recommendation (with cost estimation)
-   */
-  async recommendMode(filePath: string): Promise<ModeRecommendation> {
-    const ext = path.extname(filePath).toLowerCase();
-    const stats = await fs.stat(filePath);
-    const sizeMB = stats.size / (1024 * 1024);
-
-    const supportedFormats = [
-      '.pdf',
-      '.doc',
-      '.docx',
-      '.ppt',
-      '.pptx',
-      '.xls',
-      '.xlsx',
-    ];
-    const preciseFormats = ['.pdf', '.doc', '.docx', '.ppt', '.pptx'];
-
-    if (!supportedFormats.includes(ext)) {
-      return {
-        recommendedMode: 'fast',
-        reason: `Unsupported file format: ${ext}`,
-        warnings: ['Using fast mode (text extraction only)'],
-      };
-    }
-
-    if (!preciseFormats.includes(ext)) {
-      return {
-        recommendedMode: 'fast',
-        reason: `Format ${ext} does not support precise mode`,
-        warnings: ['Using fast mode (text extraction only)'],
-      };
-    }
-
-    // Estimate page count（based on file size）
-    const estimatedPages = Math.max(1, Math.ceil(sizeMB * 2));
-    const costEstimate = this.costControl.estimateCost(estimatedPages);
-
-    // Recommend precise mode for large files
-    if (sizeMB > 50) {
-      return {
-        recommendedMode: 'precise',
-        reason:
-          'File is large, recommend precise mode to preserve full content',
-        estimatedCost: costEstimate.estimatedCost,
-        estimatedTime: costEstimate.estimatedTime,
-        warnings: [
-          'Processing time may be longer',
-          'API costs will be incurred',
-        ],
-      };
-    }
-
-    // Recommend precise mode
-    return {
-      recommendedMode: 'precise',
-      reason:
-        'Precise mode available. Can preserve mixed text and image content',
-      estimatedCost: costEstimate.estimatedCost,
-      estimatedTime: costEstimate.estimatedTime,
-      warnings: ['API costs will be incurred'],
-    };
-  }
-
-  /**
-   * Get user quota information
-   */
-  async getUserQuotaInfo(userId: string) {
-    const quota = await this.costControl.getUserQuota(userId);
-    const report = await this.costControl.getCostReport(userId);
-
-    return {
-      ...quota,
-      report,
-      warnings: await this.costControl.checkWarningThreshold(userId),
-    };
-  }
-
-  /**
-   * Update processing status (for real-time feedback)
-   */
-  private updateStatus(
-    status: ProcessingStatus['status'],
-    progress: number,
-    message: string,
-  ): void {
-    this.logger.log(`[${status}] ${progress}% - ${message}`);
-  }
-}

server/test/app.e2e-spec.ts

@@ -0,0 +1,214 @@
+import { Test, TestingModule } from '@nestjs/testing';
+import { getRepositoryToken } from '@nestjs/typeorm';
+import { DataSource } from 'typeorm';
+import { AssessmentService } from '../src/assessment/assessment.service';
+import { AssessmentSession } from '../src/assessment/entities/assessment-session.entity';
+import { AssessmentQuestion } from '../src/assessment/entities/assessment-question.entity';
+import { AssessmentAnswer } from '../src/assessment/entities/assessment-answer.entity';
+import { AssessmentCertificate } from '../src/assessment/entities/assessment-certificate.entity';
+import { QuestionBank } from '../src/assessment/entities/question-bank.entity';
+import { QuestionBankItem } from '../src/assessment/entities/question-bank-item.entity';
+import { KnowledgeBaseService } from '../src/knowledge-base/knowledge-base.service';
+import { KnowledgeGroupService } from '../src/knowledge-group/knowledge-group.service';
+import { ModelConfigService } from '../src/model-config/model-config.service';
+import { ConfigService } from '@nestjs/config';
+import { TemplateService } from '../src/assessment/services/template.service';
+import { ContentFilterService } from '../src/assessment/services/content-filter.service';
+import { QuestionOutlineService } from '../src/assessment/services/question-outline.service';
+import { QuestionBankService } from '../src/assessment/services/question-bank.service';
+import { RagService } from '../src/rag/rag.service';
+import { ChatService } from '../src/chat/chat.service';
+import { I18nService } from '../src/i18n/i18n.service';
+import { TenantService } from '../src/tenant/tenant.service';
+
+const mockManager = () => ({
+  findOne: jest.fn(),
+  delete: jest.fn().mockResolvedValue({ affected: 1 }),
+  save: jest.fn(),
+});
+
+const mockDataSource = () => ({
+  transaction: jest.fn(async (cb: any) => cb(mockManager())),
+});
+
+/**
+ * Certificate integration tests — verify the full certificate lifecycle
+ * through the AssessmentService with mocked repositories.
+ */
+describe('Certificate (integration)', () => {
+  let service: AssessmentService;
+  let sessionRepo: any;
+  let certificateRepo: any;
+
+  const mockRepo = () => ({
+    find: jest.fn(),
+    findOne: jest.fn(),
+    save: jest.fn(),
+    create: jest.fn(),
+    delete: jest.fn(),
+  });
+
+  const mockSvc = () => ({});
+
+  beforeAll(async () => {
+    const module: TestingModule = await Test.createTestingModule({
+      providers: [
+        AssessmentService,
+        { provide: getRepositoryToken(AssessmentSession), useFactory: mockRepo },
+        { provide: getRepositoryToken(AssessmentQuestion), useFactory: mockRepo },
+        { provide: getRepositoryToken(AssessmentAnswer), useFactory: mockRepo },
+        { provide: getRepositoryToken(AssessmentCertificate), useFactory: mockRepo },
+        { provide: getRepositoryToken(QuestionBank), useFactory: mockRepo },
+        { provide: getRepositoryToken(QuestionBankItem), useFactory: mockRepo },
+        { provide: KnowledgeBaseService, useFactory: mockSvc },
+        { provide: KnowledgeGroupService, useFactory: mockSvc },
+        { provide: ModelConfigService, useFactory: mockSvc },
+        { provide: ConfigService, useFactory: mockSvc },
+        { provide: TemplateService, useFactory: mockSvc },
+        { provide: ContentFilterService, useFactory: mockSvc },
+        { provide: QuestionOutlineService, useFactory: mockSvc },
+        { provide: QuestionBankService, useFactory: mockSvc },
+        { provide: RagService, useFactory: mockSvc },
+        { provide: ChatService, useFactory: mockSvc },
+        { provide: I18nService, useFactory: mockSvc },
+        { provide: TenantService, useFactory: mockSvc },
+        { provide: DataSource, useFactory: mockDataSource },
+      ],
+    }).compile();
+
+    service = module.get<AssessmentService>(AssessmentService);
+    sessionRepo = module.get(getRepositoryToken(AssessmentSession));
+    certificateRepo = module.get(getRepositoryToken(AssessmentCertificate));
+  });
+
+  beforeEach(() => {
+    jest.clearAllMocks();
+  });
+
+  describe('verifyCertificate (public endpoint logic)', () => {
+    it('should return { valid: false } for unknown certificate ID', async () => {
+      certificateRepo.findOne.mockResolvedValue(null);
+      const result = await service.verifyCertificate('no-cert');
+      expect(result.valid).toBe(false);
+      expect(result.message).toContain('not found');
+    });
+
+    it('should return { valid: true } with certificate data for known ID', async () => {
+      certificateRepo.findOne.mockResolvedValue({
+        id: 'cert-1',
+        level: 'Expert',
+        totalScore: 95,
+        passed: true,
+        issuedAt: new Date('2026-01-01'),
+        userId: 'user-1',
+      });
+      const result = await service.verifyCertificate('cert-1');
+      expect(result.valid).toBe(true);
+      expect(result.certificate!.level).toBe('Expert');
+      expect(result.certificate!.userId).toBe('user-1');
+    });
+  });
+
+  describe('getPublicCertificateInfo (public endpoint logic)', () => {
+    it('should return { exists: false } for session without certificate', async () => {
+      certificateRepo.findOne.mockResolvedValue(null);
+      const result = await service.getPublicCertificateInfo('no-session');
+      expect(result.exists).toBe(false);
+      expect(result.message).toContain('not found');
+    });
+
+    it('should return certificate info for session with certificate', async () => {
+      certificateRepo.findOne.mockResolvedValue({
+        id: 'cert-1',
+        sessionId: 'session-1',
+        level: 'Advanced',
+        totalScore: 85,
+        passed: true,
+        issuedAt: new Date('2026-01-01'),
+        dimensionScores: { prompt: 80, llm: 90 },
+      });
+      const result = await service.getPublicCertificateInfo('session-1');
+      expect(result.exists).toBe(true);
+      expect(result.certificate!.level).toBe('Advanced');
+      expect(result.certificate!.totalScore).toBe(85);
+    });
+  });
+
+  describe('Certificate lifecycle', () => {
+    it('should generate certificate then verify it', async () => {
+      sessionRepo.findOne.mockResolvedValue({
+        id: 'session-lc',
+        userId: 'user-1',
+        status: 'COMPLETED',
+        finalScore: 88,
+        templateId: 'template-1',
+      });
+      certificateRepo.findOne.mockResolvedValueOnce(null);
+      certificateRepo.create.mockReturnValue({ id: 'cert-lc' });
+      certificateRepo.save.mockResolvedValue({
+        id: 'cert-lc',
+        level: 'Advanced',
+        totalScore: 88,
+        passed: true,
+        userId: 'user-1',
+        sessionId: 'session-lc',
+      });
+
+      const cert = await service.generateCertificate('session-lc', 'user-1', 'tenant-1');
+      expect(cert.level).toBe('Advanced');
+
+      certificateRepo.findOne.mockResolvedValueOnce({
+        id: 'cert-lc',
+        level: 'Advanced',
+        totalScore: 88,
+        passed: true,
+        issuedAt: new Date(),
+        userId: 'user-1',
+      });
+
+      const verified = await service.verifyCertificate('cert-lc');
+      expect(verified.valid).toBe(true);
+      expect(verified.certificate!.totalScore).toBe(88);
+    });
+
+    it('should be idempotent — returning existing certificate on re-generation', async () => {
+      const existing = { id: 'cert-dup', sessionId: 'session-dup', level: 'Proficient' };
+      sessionRepo.findOne.mockResolvedValue({
+        id: 'session-dup',
+        userId: 'user-1',
+        status: 'COMPLETED',
+        finalScore: 65,
+      });
+      certificateRepo.findOne.mockResolvedValue(existing);
+
+      const result = await service.generateCertificate('session-dup', 'user-1', 'tenant-1');
+      expect(result).toBe(existing);
+      expect(certificateRepo.create).not.toHaveBeenCalled();
+    });
+
+    it('should determine correct level for different scores', async () => {
+      const testCases = [
+        { score: 95, expectedLevel: 'Expert' },
+        { score: 80, expectedLevel: 'Advanced' },
+        { score: 65, expectedLevel: 'Proficient' },
+        { score: 45, expectedLevel: 'Novice' },
+      ];
+
+      for (const { score, expectedLevel } of testCases) {
+        sessionRepo.findOne.mockResolvedValue({
+          id: `session-${score}`,
+          userId: 'user-1',
+          status: 'COMPLETED',
+          finalScore: score,
+          templateId: 't1',
+        });
+        certificateRepo.findOne.mockResolvedValue(null);
+        certificateRepo.create.mockReturnValue({ id: `cert-${score}` });
+        certificateRepo.save.mockResolvedValue({ id: `cert-${score}`, level: expectedLevel });
+
+        const cert = await service.generateCertificate(`session-${score}`, 'user-1', 'tenant-1');
+        expect(cert.level).toBe(expectedLevel);
+      }
+    });
+  });
+});

server/test/jest-e2e.json

@@ -0,0 +1,12 @@
+{
+  "moduleFileExtensions": ["js", "json", "ts"],
+  "rootDir": ".",
+  "testEnvironment": "node",
+  "testRegex": ".e2e-spec.ts$",
+  "transform": {
+    "^.+\\.(t|j)s$": "ts-jest"
+  },
+  "moduleNameMapper": {
+    "^@/(.*)$": "<rootDir>/../src/$1"
+  }
+}

start-server.bat

@@ -0,0 +1,3 @@
+cd /d D:\AuraK\server
+node --enable-source-maps dist/main
+pause

start-web.bat

@@ -0,0 +1,3 @@
+cd /d D:\AuraK\web
+npx vite --port 13001
+pause

web/components/layouts/WorkspaceLayout.tsx

@@ -34,7 +34,7 @@ export const WorkspaceLayout: React.FC<WorkspaceLayoutProps> = ({
                 appMode={appMode}
                 onSwitchMode={onSwitchMode}
             />
-            <div className="flex-1 overflow-hidden relative">
+            <div className="flex-1 overflow-auto relative">
                 {children}
             </div>
         </div>

web/components/views/AssessmentTemplateManager.tsx

@@ -7,7 +7,7 @@ import { useToast } from '../../contexts/ToastContext';
 import { useConfirm } from '../../contexts/ConfirmContext';
 import { templateService } from '../../services/templateService';
 import { knowledgeGroupService } from '../../services/knowledgeGroupService';
-import { AssessmentTemplate, CreateTemplateData, UpdateTemplateData, KnowledgeGroup } from '../../types';
+import { AssessmentTemplate, CreateTemplateData, UpdateTemplateData, KnowledgeGroup, AssessmentDimension } from '../../types';
 
 export const AssessmentTemplateManager: React.FC = () => {
     const { t } = useLanguage();
@@ -29,8 +29,12 @@ export const AssessmentTemplateManager: React.FC = () => {
         difficultyDistribution: 'Basic: 30%, Intermediate: 40%, Advanced: 30%',
         style: 'Professional',
         knowledgeGroupId: '',
+        passingScore: 6,
+        totalTimeLimit: 1800,
+        perQuestionTimeLimit: 300,
     });
     const [copiedId, setCopiedId] = useState<string | null>(null);
+    const [dimensions, setDimensions] = useState<AssessmentDimension[]>([]);
 
     const fetchTemplates = async () => {
         setIsLoading(true);
@@ -72,7 +76,11 @@ export const AssessmentTemplateManager: React.FC = () => {
                     : (template.difficultyDistribution || ''),
                 style: template.style || 'Professional',
                 knowledgeGroupId: template.knowledgeGroupId || '',
+                passingScore: template.passingScore ? template.passingScore / 10 : 6,
+                totalTimeLimit: template.totalTimeLimit ?? 1800,
+                perQuestionTimeLimit: template.perQuestionTimeLimit ?? 300,
             });
+            setDimensions(template.dimensions || []);
         } else {
             setEditingTemplate(null);
             setFormData({
@@ -83,7 +91,11 @@ export const AssessmentTemplateManager: React.FC = () => {
                 difficultyDistribution: '{"Basic": 3, "Intermediate": 4, "Advanced": 3}',
                 style: 'Professional',
                 knowledgeGroupId: '',
+                passingScore: 6,
+                totalTimeLimit: 1800,
+                perQuestionTimeLimit: 300,
             });
+            setDimensions([]);
         }
         setShowModal(true);
     };
@@ -95,13 +107,10 @@ export const AssessmentTemplateManager: React.FC = () => {
             // Convert UI strings back to required types
             const keywordsArray = formData.keywords.split(',').map(k => k.trim()).filter(k => k !== '');
             let diffDist: any = formData.difficultyDistribution;
-            try {
+            if (typeof diffDist === 'string' && diffDist.trim().startsWith('{')) {
-                if (formData.difficultyDistribution.startsWith('{')) {
+                try { diffDist = JSON.parse(diffDist); } catch (e) { diffDist = undefined; }
-                    diffDist = JSON.parse(formData.difficultyDistribution);
-                }
-            } catch (e) {
-                // Keep as string if parsing fails
             }
+            if (typeof diffDist !== 'object' || diffDist === null) diffDist = undefined;
 
             const payload: CreateTemplateData = {
                 name: formData.name,
@@ -111,6 +120,10 @@ export const AssessmentTemplateManager: React.FC = () => {
                 difficultyDistribution: diffDist,
                 style: formData.style,
                 knowledgeGroupId: formData.knowledgeGroupId || undefined,
+                dimensions: dimensions.length > 0 ? dimensions : undefined,
+                passingScore: formData.passingScore * 10,
+                totalTimeLimit: formData.totalTimeLimit,
+                perQuestionTimeLimit: formData.perQuestionTimeLimit,
             };
 
             if (editingTemplate) {
@@ -122,9 +135,10 @@ export const AssessmentTemplateManager: React.FC = () => {
             }
             setShowModal(false);
             fetchTemplates();
-        } catch (error) {
+        } catch (error: any) {
             console.error('Save failed:', error);
-            showError(t('actionFailed'));
+            const msg = error?.message;
+            showError(msg && msg !== 'Request failed' ? msg : t('actionFailed'));
         } finally {
             setIsSaving(false);
         }
@@ -141,6 +155,20 @@ export const AssessmentTemplateManager: React.FC = () => {
         }
     };
 
+    const handleDimensionChange = (index: number, field: 'name' | 'label' | 'weight', value: string | number) => {
+        const updated = [...dimensions];
+        updated[index] = { ...updated[index], [field]: value };
+        setDimensions(updated);
+    };
+
+    const handleAddDimension = () => {
+        setDimensions([...dimensions, { name: '', label: '', weight: 1 }]);
+    };
+
+    const handleRemoveDimension = (index: number) => {
+        setDimensions(dimensions.filter((_, i) => i !== index));
+    };
+
     const handleDelete = async (id: string) => {
         if (!(await confirm(t('confirmTitle')))) return;
         try {
@@ -255,6 +283,16 @@ export const AssessmentTemplateManager: React.FC = () => {
                                 </span>
                             </div>
 
+                            {Array.isArray(template.dimensions) && template.dimensions.length > 0 && (
+                                <div className="flex flex-wrap gap-1.5 mb-3">
+                                    {template.dimensions.map((dim, i) => (
+                                        <span key={i} className="px-2 py-0.5 bg-amber-50 text-amber-700 text-[10px] font-bold rounded-full border border-amber-100/50">
+                                            {dim.label} ({dim.weight}%)
+                                        </span>
+                                    ))}
+                                </div>
+                            )}
+
                             <div className="flex flex-wrap gap-1.5 pt-4 border-t border-slate-50">
                                 {Array.isArray(template.keywords) && template.keywords.map((kw, i) => (
                                     <span key={i} className="px-2 py-0.5 bg-indigo-50 text-indigo-600 text-[10px] font-bold rounded-full border border-indigo-100/50">
@@ -383,6 +421,89 @@ export const AssessmentTemplateManager: React.FC = () => {
                                             onChange={e => setFormData({ ...formData, style: e.target.value })}
                                         />
                                     </div>
+
+                                    <div className="space-y-1.5">
+                                        <label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2">
+                                            <Hash size={12} className="text-indigo-500" />通过分 (0-10)
+                                        </label>
+                                        <input type="number" min="0" max="10" step="0.5"
+                                            className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-indigo-500/10 focus:border-indigo-500/50 outline-none transition-all"
+                                            value={formData.passingScore}
+                                            onChange={e => setFormData({ ...formData, passingScore: parseFloat(e.target.value) || 0 })}
+                                        />
+                                    </div>
+                                    <div className="space-y-1.5">
+                                        <label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2">
+                                            <Hash size={12} className="text-indigo-500" />总时间限制 (秒)
+                                        </label>
+                                        <input type="number" min="60" max="7200" step="60"
+                                            className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-indigo-500/10 focus:border-indigo-500/50 outline-none transition-all"
+                                            value={formData.totalTimeLimit}
+                                            onChange={e => setFormData({ ...formData, totalTimeLimit: parseInt(e.target.value) || 1800 })}
+                                        />
+                                    </div>
+                                    <div className="space-y-1.5">
+                                        <label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2">
+                                            <Hash size={12} className="text-indigo-500" />单题时间限制 (秒)
+                                        </label>
+                                        <input type="number" min="30" max="1800" step="30"
+                                            className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-indigo-500/10 focus:border-indigo-500/50 outline-none transition-all"
+                                            value={formData.perQuestionTimeLimit}
+                                            onChange={e => setFormData({ ...formData, perQuestionTimeLimit: parseInt(e.target.value) || 300 })}
+                                        />
+                                    </div>
+                                    </div>
+
+                                    <div className="space-y-1.5 md:col-span-2">
+                                        <label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2">
+                                            <Sliders size={12} className="text-indigo-500" />
+                                            {t('templateDimensions')} *
+                                        </label>
+                                        <div className="space-y-2">
+                                            {dimensions.length === 0 && (
+                                                <p className="text-xs text-slate-400 italic px-3">{t('mmEmpty')}</p>
+                                            )}
+                                            {dimensions.map((dim, index) => (
+                                                <div key={index} className="flex gap-2 items-center">
+                                                    <input
+                                                        className="w-1/3 px-4 py-3 bg-slate-50 border border-slate-200 rounded-[1rem] text-sm font-bold focus:ring-4 focus:ring-indigo-500/10 focus:border-indigo-500/50 outline-none transition-all placeholder:text-slate-300"
+                                                        value={dim.name}
+                                                        onChange={e => handleDimensionChange(index, 'name', e.target.value)}
+                                                        placeholder={t('dimensionName')}
+                                                    />
+                                                    <input
+                                                        className="w-1/3 px-4 py-3 bg-slate-50 border border-slate-200 rounded-[1rem] text-sm font-bold focus:ring-4 focus:ring-indigo-500/10 focus:border-indigo-500/50 outline-none transition-all placeholder:text-slate-300"
+                                                        value={dim.label}
+                                                        onChange={e => handleDimensionChange(index, 'label', e.target.value)}
+                                                        placeholder={t('dimensionLabel')}
+                                                    />
+                                                    <input
+                                                        type="number"
+                                                        className="w-20 px-4 py-3 bg-slate-50 border border-slate-200 rounded-[1rem] text-sm font-bold focus:ring-4 focus:ring-indigo-500/10 focus:border-indigo-500/50 outline-none transition-all"
+                                                        value={dim.weight}
+                                                        onChange={e => handleDimensionChange(index, 'weight', parseInt(e.target.value) || 0)}
+                                                        min={0}
+                                                        max={100}
+                                                        placeholder={t('dimensionWeight')}
+                                                    />
+                                                    <button
+                                                        type="button"
+                                                        onClick={() => handleRemoveDimension(index)}
+                                                        className="p-2 text-red-400 hover:text-red-600 hover:bg-red-50 rounded-lg transition-all flex-shrink-0"
+                                                        title={t('removeDimension')}
+                                                    >
+                                                        <X size={16} />
+                                                    </button>
+                                                </div>
+                                            ))}
+                                            <button
+                                                type="button"
+                                                onClick={handleAddDimension}
+                                                className="text-xs font-bold text-indigo-600 hover:text-indigo-800 transition-colors px-1"
+                                            >
+                                                + {t('addDimension')}
+                                            </button>
+                                        </div>
                                     </div>
 
                                     <div className="flex justify-end gap-3 pt-4">

web/components/views/AssessmentView.tsx

@@ -1,4 +1,5 @@
 import React, { useState, useEffect, useRef } from 'react';
+import { createPortal } from 'react-dom';
 import {
     Brain,
     Send,
@@ -13,7 +14,8 @@ import {
     Star,
     Award,
     Trophy,
-    Trash2
+    Trash2,
+    XCircle
 } from 'lucide-react';
 import { motion, AnimatePresence } from 'framer-motion';
 import { useLanguage } from '../../contexts/LanguageContext';
@@ -51,6 +53,11 @@ export const AssessmentView: React.FC<AssessmentViewProps> = ({
     const [templates, setTemplates] = useState<AssessmentTemplate[]>([]);
     const [selectedTemplate, setSelectedTemplate] = useState<string | null>(null);
     const [timeCheck, setTimeCheck] = useState<{ totalTimeRemaining: number; questionTimeRemaining: number; isTotalTimeout: boolean; isQuestionTimeout: boolean } | null>(null);
+    const [selectedChoice, setSelectedChoice] = useState<string | null>(null);
+    const [autoSubmitted, setAutoSubmitted] = useState(false);
+    const [showCertModal, setShowCertModal] = useState(false);
+    const [certData, setCertData] = useState<any>(null);
+    const isTimedOut = timeCheck?.isTotalTimeout || timeCheck?.isQuestionTimeout;
 
     const messagesEndRef = useRef<HTMLDivElement>(null);
 
@@ -103,6 +110,10 @@ export const AssessmentView: React.FC<AssessmentViewProps> = ({
                 setTimeCheck(data);
                 if (data.isTotalTimeout || data.isQuestionTimeout) {
                     setError(t('timeLimitExceeded'));
+                    if (!autoSubmitted && !isLoading) {
+                        setAutoSubmitted(true);
+                        await handleSubmitAnswer(true);
+                    }
                 }
             } catch (err) {
                 console.error('Failed to check time:', err);
@@ -137,7 +148,11 @@ export const AssessmentView: React.FC<AssessmentViewProps> = ({
             setState(histState);
             setSession(histSession);
         } catch (err: any) {
+            if (histSession.status === 'IN_PROGRESS') {
+                setError(t('cannotResumeInProgress'));
+            } else {
                 setError(err.message || 'Failed to load historical assessment');
+            }
         } finally {
             setIsLoading(false);
             setLoadingHistoryId(null);
@@ -184,7 +199,7 @@ export const AssessmentView: React.FC<AssessmentViewProps> = ({
                                 ...prev,
                                 ...event.data,
                                 messages: event.data.messages 
-                                    ? [...prevMessages, ...event.data.messages.filter((m: any) => !prevMessages.some((pm: any) => pm.content === m.content && pm.role === m.role))]
+                                ? [...prevMessages, ...event.data.messages.filter((m: any) => !prevMessages.some((pm: any) => (m.id && pm.id === m.id) || (pm.content === m.content && pm.role === m.role)))]
                                     : prevMessages,
                                 feedbackHistory: event.data.feedbackHistory 
                                     ? [...(prev.feedbackHistory || []), ...event.data.feedbackHistory.filter((fh: any) => !(prev.feedbackHistory || []).some((pfh: any) => pfh.content === fh.content))]
@@ -226,11 +241,21 @@ export const AssessmentView: React.FC<AssessmentViewProps> = ({
         }
     };
 
-    const handleSubmitAnswer = async () => {
+    const handleSubmitAnswer = async (forced = false) => {
-        if (!session || !inputValue.trim() || isLoading) return;
+        const currentQuestion = state?.questions?.[state.currentQuestionIndex || 0] as any;
+        const isChoice = currentQuestion?.questionType === 'MULTIPLE_CHOICE' && currentQuestion?.options?.length > 0;
 
-        const answer = inputValue.trim();
+        if (!forced) {
+            if (isChoice) {
+                if (!selectedChoice || isLoading || isTimedOut) return;
+            } else {
+                if (!inputValue.trim() || isLoading || isTimedOut) return;
+            }
+        }
+
+        const answer = isChoice ? (selectedChoice || '') : inputValue.trim();
         setInputValue('');
+        setSelectedChoice(null);
         setIsLoading(true);
         setError(null);
         setProcessStep(isZh ? '正在准备发送...' : isJa ? '送信準備中...' : 'Preparing to send...');
@@ -252,7 +277,7 @@ export const AssessmentView: React.FC<AssessmentViewProps> = ({
                             if (!prev) return event.data;
                             const prevMessages = prev.messages || [];
                             const mergedMessages = event.data.messages 
-                                ? [...prevMessages, ...event.data.messages.filter((m: any) => !prevMessages.some((pm: any) => pm.content === m.content && pm.role === m.role))]
+                                ? [...prevMessages, ...event.data.messages.filter((m: any) => !prevMessages.some((pm: any) => (m.id && pm.id === m.id) || (pm.content === m.content && pm.role === m.role)))]
                                 : prevMessages;
                             
                             return {
@@ -428,7 +453,7 @@ export const AssessmentView: React.FC<AssessmentViewProps> = ({
 
             {/* Assessment History Sidebar */}
             {history.length > 0 && (
-                <div className="w-80 flex-none bg-white p-6 overflow-y-auto hidden lg:flex flex-col border-l border-slate-200/60 shadow-[4px_0_24px_rgba(0,0,0,0.02)]">
+                <div className="w-80 flex-none bg-white p-6 overflow-y-auto flex flex-col border-l border-slate-200/60 shadow-[4px_0_24px_rgba(0,0,0,0.02)]">
                     <h3 className="text-sm font-black text-slate-900 mb-6 flex items-center gap-2 uppercase tracking-widest">
                         <History size={18} className="text-indigo-600" />
                         {t('recentAssessments')}
@@ -502,6 +527,10 @@ export const AssessmentView: React.FC<AssessmentViewProps> = ({
             !(m.role === 'assistant' && (m.content?.toString().startsWith('Score:') || m.content?.toString().startsWith('得分:')))
         );
         
+        const currentQuestion = (state?.questions?.[state.currentQuestionIndex || 0] || {}) as any;
+        const isCurrentChoice = currentQuestion.questionType === 'MULTIPLE_CHOICE' && currentQuestion.options?.length > 0;
+        const optionLabels = ['A', 'B', 'C', 'D'];
+        
         const feedbackHistory = state?.feedbackHistory || [];
         const lastFeedbackMessage = feedbackHistory[feedbackHistory.length - 1];
         
@@ -576,26 +605,79 @@ export const AssessmentView: React.FC<AssessmentViewProps> = ({
                     </div>
 
                     <div className="p-6 bg-white border-t border-slate-200/60 shadow-[0_-4px_20px_-10px_rgba(0,0,0,0.05)]">
+                        {isTimedOut && (
+                            <div className="max-w-3xl mx-auto mb-3 px-4 py-2 bg-red-50 border border-red-200 text-red-700 text-sm font-bold rounded-xl text-center">
+                                {t('timeLimitExceeded')}
+                            </div>
+                        )}
+                        {isCurrentChoice ? (
+                            <div className="max-w-3xl mx-auto space-y-3">
+                                <div className="flex items-center gap-2 text-xs text-slate-500 font-bold uppercase tracking-wider mb-1">
+                                    <span className="w-1 h-1 bg-indigo-400 rounded-full" />
+                                    请选择一个选项
+                                </div>
+                                <div className="grid gap-2">
+                                    {currentQuestion.options.map((opt: string, i: number) => {
+                                        const letter = optionLabels[i];
+                                        const isSelected = selectedChoice === letter;
+                                        const displayText = opt.slice(1);
+                                        return (
+                                            <button
+                                                key={letter}
+                                                onClick={() => !isTimedOut && setSelectedChoice(letter)}
+                                                disabled={isTimedOut}
+                                                className={cn(
+                                                    "w-full text-left px-5 py-4 rounded-2xl border-2 transition-all text-sm font-medium",
+                                                    isSelected
+                                                        ? "border-indigo-500 bg-indigo-50 text-indigo-700 shadow-md"
+                                                        : "border-slate-200 bg-white text-slate-700 hover:border-slate-300 hover:bg-slate-50",
+                                                    isTimedOut && "opacity-50 cursor-not-allowed"
+                                                )}
+                                            >
+                                                <span className="inline-flex items-center justify-center w-7 h-7 rounded-xl text-xs font-black mr-3 shrink-0 border-2 border-current">
+                                                    {letter}
+                                                </span>
+                                                {displayText}
+                                            </button>
+                                        );
+                                    })}
+                                </div>
+                                <button
+                                    onClick={() => handleSubmitAnswer()}
+                                    disabled={!selectedChoice || isLoading || isTimedOut}
+                                    className={cn(
+                                        "w-full mt-3 h-14 flex items-center justify-center gap-2 rounded-2xl transition-all shadow-lg text-white font-bold",
+                                        !selectedChoice || isLoading || isTimedOut
+                                            ? "bg-slate-300 cursor-not-allowed"
+                                            : "bg-indigo-600 hover:bg-indigo-700 active:scale-[0.97]"
+                                    )}
+                                >
+                                    {isLoading ? <Loader2 size={20} className="animate-spin" /> : <Send size={20} />}
+                                    <span className="text-sm">确认答案</span>
+                                </button>
+                            </div>
+                        ) : (
                         <div className="max-w-3xl mx-auto flex items-end gap-3">
                             <textarea
                                 value={inputValue}
                                 onChange={(e) => setInputValue(e.target.value)}
                                 onKeyDown={(e) => {
-                                    if (e.key === 'Enter' && !e.shiftKey) {
+                                    if (e.key === 'Enter' && !e.shiftKey && !isTimedOut) {
                                         e.preventDefault();
                                         handleSubmitAnswer();
                                     }
                                 }}
-                                placeholder={t('typeAnswerPlaceholder')}
+                                placeholder={isTimedOut ? t('timeLimitExceeded') : t('typeAnswerPlaceholder')}
-                                className="flex-1 max-h-32 p-4 bg-slate-50 border-none rounded-2xl focus:bg-white focus:ring-2 focus:ring-indigo-500/20 text-sm font-medium resize-none transition-all placeholder:text-slate-400 outline-none shadow-inner"
+                                disabled={isTimedOut}
+                                className="flex-1 max-h-32 p-4 bg-slate-50 border-none rounded-2xl focus:bg-white focus:ring-2 focus:ring-indigo-500/20 text-sm font-medium resize-none transition-all placeholder:text-slate-400 outline-none shadow-inner disabled:opacity-50 disabled:cursor-not-allowed"
                                 rows={1}
                             />
                             <button
                                 onClick={handleSubmitAnswer}
-                                disabled={!inputValue.trim() || isLoading}
+                                disabled={!inputValue.trim() || isLoading || isTimedOut}
                                 className={cn(
                                     "w-14 h-14 flex items-center justify-center rounded-2xl transition-all shadow-lg",
-                                    !inputValue.trim() || isLoading
+                                    !inputValue.trim() || isLoading || isTimedOut
                                         ? "bg-slate-100 text-slate-400 shadow-none"
                                         : "bg-indigo-600 text-white hover:bg-indigo-700 shadow-indigo-200 active:scale-95"
                                 )}
@@ -603,11 +685,12 @@ export const AssessmentView: React.FC<AssessmentViewProps> = ({
                                 <Send size={22} className={isLoading ? "animate-pulse" : ""} />
                             </button>
                         </div>
+                        )}
                     </div>
                 </div>
 
                 {/* Right: Feedback Panel */}
-                <div className="w-80 flex-none bg-white p-6 overflow-y-auto hidden lg:flex flex-col border-l border-slate-100">
+                <div className="w-80 flex-none bg-white p-6 overflow-y-auto flex flex-col border-l border-slate-100">
                     <h3 className="text-sm font-black text-slate-900 mb-6 flex items-center gap-2 uppercase tracking-widest">
                         <ClipboardCheck size={18} className="text-indigo-600" />
                         {t('liveFeedback')}
@@ -744,14 +827,74 @@ export const AssessmentView: React.FC<AssessmentViewProps> = ({
                                 <span className="text-[10px] font-black text-slate-400 uppercase tracking-widest mb-1">{t('status')}</span>
                                 <span className={cn(
                                     "text-2xl font-black uppercase tracking-tighter",
-                                    (state?.finalScore || 0) >= 6 ? "text-emerald-600" : "text-rose-600"
+                                    state?.passed ? "text-emerald-600" : "text-rose-600"
                                 )}>
-                                    {(state?.finalScore || 0) >= 6 ? t('verified') : t('fail')}
+                                    {state?.passed ? t('verified') : t('fail')}
                                 </span>
                             </div>
                         </div>
 
                         <div className="space-y-8">
+                            {state?.questions && state.questions.length > 0 && (
+                            <div>
+                                <h4 className="flex items-center gap-2.5 text-lg font-black text-slate-900 mb-4">
+                                    <CheckCircle size={20} className="text-indigo-600" />
+                                    每题详情
+                                </h4>
+                                <div className="space-y-4">
+                                    {state.questions.map((q: any, i: number) => {
+                                        const score = state.scores?.[q.id || (i + 1).toString()];
+                                        const isChoice = q.questionType === 'MULTIPLE_CHOICE';
+                                        const isCorrect = isChoice && q.correctAnswer && score >= 10;
+                                        return (
+                                            <div key={q.id || i} className="bg-white border border-slate-200 rounded-2xl p-5">
+                                                <div className="flex items-start gap-3">
+                                                    <div className={cn(
+                                                        "w-10 h-10 rounded-xl flex items-center justify-center shrink-0",
+                                                        isChoice
+                                                            ? (isCorrect ? "bg-emerald-100 text-emerald-600" : "bg-red-100 text-red-600")
+                                                            : score !== undefined ? "bg-indigo-100 text-indigo-600" : "bg-slate-100 text-slate-400"
+                                                    )}>
+                                                        {isChoice
+                                                            ? (isCorrect ? <CheckCircle size={20} /> : <XCircle size={20} />)
+                                                            : <span className="text-sm font-black">{score !== undefined ? score : '?'}</span>
+                                                        }
+                                                    </div>
+                                                    <div className="flex-1 min-w-0">
+                                                        <p className="font-bold text-slate-800 text-sm leading-relaxed">{q.questionText}</p>
+                                                        {isChoice && (
+                                                            <div className="mt-2 flex flex-wrap gap-2 text-xs">
+                                                                 {q.options?.map((opt: string, oi: number) => {
+                                                                     const letter = String.fromCharCode(65 + oi);
+                                                                     const isAnswer = letter === q.correctAnswer;
+                                                                     const displayText = opt.slice(1);
+                                                                     return (
+                                                                         <span key={oi} className={cn(
+                                                                             "px-3 py-1 rounded-lg font-medium",
+                                                                             isAnswer ? "bg-emerald-100 text-emerald-700 border border-emerald-200" : "bg-slate-50 text-slate-500"
+                                                                         )}>
+                                                                             {letter}. {displayText}
+                                                                         </span>
+                                                                    );
+                                                                })}
+                                                            </div>
+                                                        )}
+                                                        {q.judgment && (
+                                                            <div className="mt-3 bg-blue-50/50 border border-blue-100 rounded-xl p-3">
+                                                                <p className="text-xs text-slate-600 leading-relaxed">{q.judgment}</p>
+                                                            </div>
+                                                        )}
+                                                        {!isChoice && score !== undefined && (
+                                                            <span className="inline-block mt-2 text-xs text-slate-400">得分: {score}/10</span>
+                                                        )}
+                                                    </div>
+                                                </div>
+                                            </div>
+                                        );
+                                    })}
+                                </div>
+                            </div>
+                            )}
                             <div>
                                 <h4 className="flex items-center gap-2.5 text-lg font-black text-slate-900 mb-4">
                                     <FileText size={20} className="text-indigo-600" />
@@ -777,15 +920,14 @@ export const AssessmentView: React.FC<AssessmentViewProps> = ({
                                         if (!session) return;
                                         try {
                                             const result = await assessmentService.exportPdf(session.id);
-                                            const blob = new Blob([result.content], { type: 'text/plain;charset=utf-8' });
+                                            const binary = atob(result.buffer);
+                                            const bytes = new Uint8Array(binary.length);
+                                            for (let i = 0; i < binary.length; i++) bytes[i] = binary.charCodeAt(i);
+                                            const blob = new Blob([bytes], { type: 'text/html;charset=utf-8' });
                                             const url = URL.createObjectURL(blob);
-                                            const a = document.createElement('a');
+                                            window.open(url, '_blank');
-                                            a.href = url;
-                                            a.download = result.filename;
-                                            a.click();
-                                            URL.revokeObjectURL(url);
                                         } catch (err) {
-                                            console.error('Failed to export PDF:', err);
+                                            setError(t('exportAssessmentFailed'));
                                         }
                                     }}
                                     className="px-6 py-4 bg-white border-2 border-slate-100 text-slate-700 rounded-2xl font-bold hover:bg-slate-50 transition-all active:scale-[0.98]"
@@ -810,7 +952,7 @@ export const AssessmentView: React.FC<AssessmentViewProps> = ({
                                             a.click();
                                             URL.revokeObjectURL(url);
                                         } catch (err) {
-                                            console.error('Failed to export Excel:', err);
+                                            setError(t('exportAssessmentFailed'));
                                         }
                                     }}
                                     className="px-6 py-4 bg-white border-2 border-slate-100 text-slate-700 rounded-2xl font-bold hover:bg-slate-50 transition-all active:scale-[0.98]"
@@ -822,7 +964,8 @@ export const AssessmentView: React.FC<AssessmentViewProps> = ({
                                         if (!session) return;
                                         try {
                                             const cert = await assessmentService.getCertificate(session.id);
-                                            alert(`${t('certificate')}: ${cert.level}\n${t('totalScore')}: ${cert.totalScore}\n${t('passed')}: ${cert.passed ? t('yes') : t('no')}`);
+                                            setCertData(cert);
+                                            setShowCertModal(true);
                                         } catch (err) {
                                             console.error('Failed to get certificate:', err);
                                         }
@@ -843,6 +986,58 @@ export const AssessmentView: React.FC<AssessmentViewProps> = ({
         <div className="flex flex-col h-full bg-white animate-in flex-1">
             {renderHeader()}
 
+            {showCertModal && certData && createPortal(
+                <div className="fixed inset-0 z-[1000] flex items-center justify-center p-4">
+                    <div className="absolute inset-0 bg-slate-900/40 backdrop-blur-sm" onClick={() => setShowCertModal(false)} />
+                    <div className="relative bg-white rounded-3xl shadow-2xl max-w-lg w-full p-8 max-h-[80vh] overflow-y-auto">
+                        <button onClick={() => setShowCertModal(false)} className="absolute top-4 right-4 p-2 text-slate-400 hover:text-slate-600 rounded-xl hover:bg-slate-100">
+                            <svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M5 5L15 15M15 5L5 15" stroke="currentColor" strokeWidth="2" strokeLinecap="round"/></svg>
+                        </button>
+                        <div className="flex flex-col items-center text-center mb-6">
+                            <Award size={40} className="text-indigo-600 mb-3" />
+                            <h3 className="text-2xl font-black text-slate-900">{certData.level}</h3>
+                            <p className="text-sm text-slate-500 font-medium mt-1">{certData.templateName || '-'}</p>
+                        </div>
+                        <div className="grid grid-cols-2 gap-4 mb-6">
+                            <div className="bg-slate-50 rounded-2xl p-4 text-center">
+                                <span className="text-[10px] font-black text-slate-400 uppercase tracking-widest">总分</span>
+                                <p className="text-xl font-black text-slate-900 mt-1">{certData.totalScore}/10</p>
+                            </div>
+                            <div className="bg-slate-50 rounded-2xl p-4 text-center">
+                                <span className="text-[10px] font-black text-slate-400 uppercase tracking-widest">结果</span>
+                                <p className={`text-xl font-black mt-1 ${certData.passed ? 'text-emerald-600' : 'text-rose-600'}`}>{certData.passed ? '合格' : '不合格'}</p>
+                            </div>
+                        </div>
+                        {certData.dimensionScores && (
+                            <div className="mb-6">
+                                <span className="text-[10px] font-black text-slate-400 uppercase tracking-widest">维度得分</span>
+                                <div className="mt-2 space-y-1.5">
+                                    {Object.entries(certData.dimensionScores).map(([dim, score]: [string, any]) => (
+                                        <div key={dim} className="flex items-center justify-between text-sm">
+                                            <span className="font-medium text-slate-600">{dim}</span>
+                                            <span className="font-black text-slate-900">{score}/10</span>
+                                        </div>
+                                    ))}
+                                </div>
+                            </div>
+                        )}
+                        {certData.questionDetails && (
+                            <div>
+                                <span className="text-[10px] font-black text-slate-400 uppercase tracking-widest">题目列表</span>
+                                <div className="mt-2 space-y-1">
+                                    {certData.questionDetails.map((qd: any) => (
+                                        <div key={qd.index} className="text-xs text-slate-600 truncate">
+                                            <span className="font-bold text-slate-400">#{qd.index}</span> {qd.questionText}
+                                        </div>
+                                    ))}
+                                </div>
+                            </div>
+                        )}
+                    </div>
+                </div>,
+                document.body
+            )}
+
             <AnimatePresence mode="wait">
                 {error && (
                     <motion.div

web/components/views/QuestionBankDetailView.tsx

@@ -3,35 +3,31 @@ import { createPortal } from 'react-dom';
 import { useParams, useNavigate } from 'react-router-dom';
 import { motion, AnimatePresence } from 'framer-motion';
 import {
-  ChevronLeft, Plus, Sparkles, Send, Check, X,
+  ChevronLeft, Plus, Sparkles, Send, Check, X, XCircle, Clock,
   Trash2, Edit2, FileText, Loader2, BookOpen, Brain,
   AlertCircle, Hash, Layers
 } from 'lucide-react';
 import { questionBankService, QuestionBank, QuestionBankItem, CreateQuestionBankItemDto } from '../../services/questionBankService';
 import { templateService } from '../../services/templateService';
 import { AssessmentTemplate } from '../../types';
+import { useToast } from '../../contexts/ToastContext';
+import { useConfirm } from '../../contexts/ConfirmContext';
+import { useLanguage } from '../../contexts/LanguageContext';
 
 const QUESTION_TYPES = [
-  { value: 'SHORT_ANSWER', label: '简答题' },
+  { value: 'SHORT_ANSWER', labelKey: 'shortAnswer' as const },
-  { value: 'MULTIPLE_CHOICE', label: '选择题' },
+  { value: 'MULTIPLE_CHOICE', labelKey: 'multipleChoice' as const },
-  { value: 'TRUE_FALSE', label: '判断题' },
+  { value: 'TRUE_FALSE', labelKey: 'trueFalse' as const },
 ];
 
 const DIFFICULTIES = [
-  { value: 'STANDARD', label: '标准' },
+  { value: 'STANDARD', labelKey: 'standard' as const },
-  { value: 'ADVANCED', label: '高级' },
+  { value: 'ADVANCED', labelKey: 'advanced' as const },
-  { value: 'SPECIALIST', label: '专家' },
+  { value: 'SPECIALIST', labelKey: 'specialist' as const },
 ];
 
-const DIMENSIONS = [
+type TypeIcon = { [key: string]: React.ReactNode };
-  { value: 'PROMPT', label: 'Prompt' },
+const typeIcons: TypeIcon = {
-  { value: 'LLM', label: 'LLM' },
-  { value: 'IDE', label: 'IDE' },
-  { value: 'DEV_PATTERN', label: '开发模式' },
-  { value: 'WORK_CAPABILITY', label: '工作能力' },
-];
-
-const typeIcons: Record<string, React.ReactNode> = {
   SHORT_ANSWER: <FileText size={12} />,
   MULTIPLE_CHOICE: <Layers size={12} />,
   TRUE_FALSE: <Check size={12} />,
@@ -40,14 +36,19 @@ const typeIcons: Record<string, React.ReactNode> = {
 export default function QuestionBankDetailView() {
   const { id: bankId } = useParams<{ id: string }>();
   const navigate = useNavigate();
+  const { t } = useLanguage();
+  const { showSuccess, showError } = useToast();
+  const { confirm } = useConfirm();
 
   if (!bankId) {
     return (
       <div className="p-6">
-        <button onClick={() => navigate('/question-banks')} className="flex items-center gap-2 text-gray-600 hover:text-gray-900 mb-4">
+        <button onClick={() => navigate('/question-banks')} className="flex items-center gap-2 text-slate-400 hover:text-slate-600 transition-colors mb-4">
-          <ChevronLeft size={20} /> 返回
+          <ChevronLeft size={18} /><span className="text-xs font-black uppercase tracking-widest">{t('backToBankList')}</span>
         </button>
-        <div className="text-red-500">无效的题库ID</div>
+        <div className="flex items-center gap-2 text-red-500 bg-red-50 rounded-2xl p-4 border border-red-100">
+          <AlertCircle size={18} /><span className="text-sm font-bold">{t('invalidBankId')}</span>
+        </div>
       </div>
     );
   }
@@ -55,6 +56,7 @@ export default function QuestionBankDetailView() {
   const [bank, setBank] = useState<QuestionBank | null>(null);
   const [items, setItems] = useState<QuestionBankItem[]>([]);
   const [templates, setTemplates] = useState<AssessmentTemplate[]>([]);
+  const [template, setTemplate] = useState<AssessmentTemplate | null>(null);
   const [loading, setLoading] = useState(true);
   const [saving, setSaving] = useState(false);
   const [error, setError] = useState('');
@@ -72,30 +74,96 @@ export default function QuestionBankDetailView() {
   });
   const [keyPointsInput, setKeyPointsInput] = useState('');
 
-  const [generateForm, setGenerateForm] = useState({
+  const [generateForm, setGenerateForm] = useState({ count: 5, knowledgeBaseContent: '' });
-    count: 5,
-    knowledgeBaseContent: '',
-  });
   const [generating, setGenerating] = useState(false);
+  const [selectedItemIds, setSelectedItemIds] = useState<Set<string>>(new Set());
 
+  const selectableItems = items.filter(i => i.status === 'PENDING_REVIEW');
+  const allSelected = selectableItems.length > 0 && selectableItems.every(i => selectedItemIds.has(i.id));
+
+  const toggleSelectAll = () => {
+    if (allSelected) {
+      setSelectedItemIds(new Set());
+    } else {
+      setSelectedItemIds(new Set(selectableItems.map(i => i.id)));
+    }
+  };
+
+  const toggleSelectItem = (itemId: string) => {
+    setSelectedItemIds(prev => {
+      const next = new Set(prev);
+      if (next.has(itemId)) next.delete(itemId); else next.add(itemId);
+      return next;
+    });
+  };
+
+  const handleBatchApprove = async () => {
+    const ids = Array.from(selectedItemIds);
+    if (ids.length === 0) return;
+    try {
+      await questionBankService.batchReviewItems(bankId, ids, true);
+      showSuccess(`已通过 ${ids.length} 道题目`);
+      setSelectedItemIds(new Set());
+      fetchData();
+    } catch (err: any) { showError(err.message || t('actionFailed')); }
+  };
+
+  const handleBatchReject = async () => {
+    const ids = Array.from(selectedItemIds);
+    if (ids.length === 0) return;
+    try {
+      await questionBankService.batchReviewItems(bankId, ids, false);
+      showSuccess(`已驳回 ${ids.length} 道题目`);
+      setSelectedItemIds(new Set());
+      fetchData();
+    } catch (err: any) { showError(err.message || t('actionFailed')); }
+  };
 
   useEffect(() => { fetchData(); fetchTemplates(); }, [bankId]);
 
   const fetchData = async () => {
-    try { setLoading(true);
+    try {
+      setLoading(true);
       const bankData = await questionBankService.getBank(bankId);
       setBank(bankData);
       const itemsData = await questionBankService.getBankItems(bankId);
       setItems(itemsData);
-    } catch (err: any) { setError(err.message || '加载失败');
+    } catch (err: any) {
-    } finally { setLoading(false); }
+      setError(err.message || t('actionFailed'));
+      showError(err.message || t('actionFailed'));
+    } finally {
+      setLoading(false);
+    }
   };
 
   const fetchTemplates = async () => {
-    try { const data = await templateService.getAll(); setTemplates(data);
+    try {
-    } catch (err) { console.error('加载模板失败:', err); }
+      const data = await templateService.getAll();
+      setTemplates(data);
+      const bankData = await questionBankService.getBank(bankId);
+      if (bankData.templateId) {
+        const tpl = data.find(tpl => tpl.id === bankData.templateId);
+        setTemplate(tpl || null);
+      }
+    } catch {
+      // silent
+    }
   };
 
+  const openGenerateModal = () => {
+    setShowGenerate(true);
+    setGenerateForm({ count: 5, knowledgeBaseContent: '' });
+  };
+
+  const dimensionOptions = template?.dimensions?.map(d => ({ value: d.name || d.label, label: d.label || d.name }))
+    || [
+      { value: 'PROMPT', label: 'Prompt' },
+      { value: 'LLM', label: 'LLM' },
+      { value: 'IDE', label: 'IDE' },
+      { value: 'DEV_PATTERN', label: 'Dev Pattern' },
+      { value: 'WORK_CAPABILITY', label: 'Work Capability' },
+    ];
+
   const handleCreateItem = async (e: React.FormEvent) => {
     e.preventDefault();
     if (!itemForm.questionText.trim()) return;
@@ -103,8 +171,9 @@ export default function QuestionBankDetailView() {
     try {
       await questionBankService.createItem(bankId, { ...itemForm, keyPoints: keyPointsInput.split('\n').filter(k => k.trim()) });
       closeItemForm();
+      showSuccess(t('questionAdded'));
       fetchData();
-    } catch (err: any) { alert('创建失败: ' + (err.message || '未知错误'));
+    } catch (err: any) { showError(err.message || t('actionFailed'));
     } finally { setSaving(false); }
   };
 
@@ -115,15 +184,17 @@ export default function QuestionBankDetailView() {
     try {
       await questionBankService.updateItem(bankId, editingItem.id, { ...itemForm, keyPoints: keyPointsInput.split('\n').filter(k => k.trim()) });
       closeItemForm();
+      showSuccess(t('questionUpdated'));
       fetchData();
-    } catch (err: any) { alert('更新失败: ' + (err.message || '未知错误'));
+    } catch (err: any) { showError(err.message || t('actionFailed'));
     } finally { setSaving(false); }
   };
 
   const handleDeleteItem = async (itemId: string) => {
-    if (!confirm('确定要删除这道题目吗？')) return;
+    const ok = await confirm({ message: t('confirmDeleteQuestion'), confirmLabel: t('delete'), cancelLabel: t('cancel') });
-    try { await questionBankService.deleteItem(bankId, itemId); fetchData();
+    if (!ok) return;
-    } catch (err: any) { alert('删除失败: ' + (err.message || '未知错误')); }
+    try { await questionBankService.deleteItem(bankId, itemId); showSuccess(t('questionDeleted')); fetchData();
+    } catch (err: any) { showError(err.message || t('actionFailed')); }
   };
 
   const handleGenerate = async () => {
@@ -132,26 +203,41 @@ export default function QuestionBankDetailView() {
       await questionBankService.generateQuestions(bankId, generateForm.count, generateForm.knowledgeBaseContent);
       setShowGenerate(false);
       setGenerateForm({ count: 5, knowledgeBaseContent: '' });
+      showSuccess(t('generatedQuestions').replace('$1', String(generateForm.count)));
       fetchData();
-    } catch (err: any) { alert('生成失败: ' + (err.message || '未知错误'));
+    } catch (err: any) { showError(err.message || t('actionFailed'));
     } finally { setGenerating(false); }
   };
 
   const handleSubmitForReview = async () => {
-    if (!confirm('确定要提交审核吗？')) return;
+    const ok = await confirm({ message: t('confirmSubmitReview'), confirmLabel: t('submitForReview'), cancelLabel: t('cancel') });
-    try { await questionBankService.submitForReview(bankId); fetchData();
+    if (!ok) return;
-    } catch (err: any) { alert('提交失败: ' + (err.message || '未知错误')); }
+    try { await questionBankService.submitForReview(bankId); showSuccess(t('bankSubmittedForReview')); fetchData();
+    } catch (err: any) { showError(err.message || t('actionFailed')); }
   };
 
   const handlePublish = async () => {
-    if (!confirm('确定要发布题库吗？')) return;
+    const isPendingReview = bank?.status === 'PENDING_REVIEW';
-    try { await questionBankService.publishBank(bankId); fetchData();
+    const label = isPendingReview ? t('approve') : t('republish');
-    } catch (err: any) { alert('发布失败: ' + (err.message || '未知错误')); }
+    const msg = isPendingReview ? t('confirmApproveBank') : t('confirmRepublishBank');
+    const ok = await confirm({ message: msg, confirmLabel: label, cancelLabel: t('cancel') });
+    if (!ok) return;
+    try {
+      if (isPendingReview) await questionBankService.approveBank(bankId);
+      else await questionBankService.publishBank(bankId);
+      showSuccess(isPendingReview ? t('bankApproved') : t('bankRepublished'));
+      fetchData();
+    } catch (err: any) { showError(err.message || t('actionFailed')); }
   };
 
   const handleApproveItem = async (itemId: string) => {
-    try { await questionBankService.updateItem(bankId, itemId, { status: 'PUBLISHED' } as any); fetchData();
+    try { await questionBankService.updateItem(bankId, itemId, { status: 'PUBLISHED' } as any); showSuccess(t('questionApproved')); fetchData();
-    } catch (err: any) { alert('操作失败: ' + (err.message || '未知错误')); }
+    } catch (err: any) { showError(err.message || t('actionFailed')); }
+  };
+
+  const handleRejectItem = async (itemId: string) => {
+    try { await questionBankService.batchReviewItems(bankId, [itemId], false); showSuccess(t('questionReturned')); fetchData();
+    } catch (err: any) { showError(err.message || t('actionFailed')); }
   };
 
   const openEditItem = (item: QuestionBankItem) => {
@@ -163,27 +249,24 @@ export default function QuestionBankDetailView() {
 
   const closeItemForm = () => { setShowAddItem(false); setEditingItem(null); };
 
-  const getStatusBadge = (status: string) => {
-    switch (status) {
-      case 'PUBLISHED': return <span className="px-2.5 py-1 text-[10px] font-black uppercase tracking-widest rounded-full bg-emerald-50 text-emerald-600 border border-emerald-200/50">已发布</span>;
-      case 'PENDING_REVIEW': return <span className="px-2.5 py-1 text-[10px] font-black uppercase tracking-widest rounded-full bg-amber-50 text-amber-600 border border-amber-200/50">待审核</span>;
-      default: return <span className="px-2.5 py-1 text-[10px] font-black uppercase tracking-widest rounded-full bg-slate-50 text-slate-500 border border-slate-200/50">草稿</span>;
-    }
-  };
-
   if (loading) {
     return (
-      <div className="flex items-center justify-center h-64">
+      <div className="flex items-center justify-center py-20">
-        <Loader2 className="w-8 h-8 animate-spin text-blue-600 opacity-30" />
+        <Loader2 className="w-8 h-8 animate-spin text-blue-600 opacity-20" />
       </div>
     );
   }
 
   if (error) {
     return (
-      <div className="p-6">
+      <div className="space-y-4">
-        <button onClick={() => navigate('/question-banks')} className="flex items-center gap-2 text-gray-600 hover:text-gray-900 mb-4"><ChevronLeft size={20} /> 返回</button>
+        <button onClick={() => navigate('/question-banks')} className="flex items-center gap-2 text-slate-400 hover:text-slate-600 transition-colors">
-        <div className="flex items-center gap-2 text-red-500 bg-red-50 rounded-2xl p-4 border border-red-100"><AlertCircle size={18} /><span className="text-sm font-bold">{error}</span></div>
+          <ChevronLeft size={18} /><span className="text-xs font-black uppercase tracking-widest">{t('backToBankList')}</span>
+        </button>
+        <div className="flex items-center gap-3 text-red-500 bg-red-50 rounded-2xl p-6 border border-red-100">
+          <AlertCircle size={20} /><span className="text-sm font-bold">{error}</span>
+          <button onClick={fetchData} className="ml-auto text-xs font-black text-red-600 hover:text-red-700 uppercase tracking-widest">{t('retry')}</button>
+        </div>
       </div>
     );
   }
@@ -191,100 +274,182 @@ export default function QuestionBankDetailView() {
   const pendingItems = items.filter(i => i.status === 'PENDING_REVIEW');
   const publishedItems = items.filter(i => i.status === 'PUBLISHED');
 
+  const statusColors: Record<string, { bg: string; text: string; border: string; label: string; blur: string; icon: React.ReactNode }> = {
+    PUBLISHED: { bg: 'bg-emerald-50', text: 'text-emerald-600', border: 'border-emerald-200/50', label: t('published'), blur: 'bg-emerald-500/5', icon: <Check size={12} /> },
+    PENDING_REVIEW: { bg: 'bg-amber-50', text: 'text-amber-600', border: 'border-amber-200/50', label: t('pendingReview'), blur: 'bg-amber-500/5', icon: <Clock size={12} /> },
+    DRAFT: { bg: 'bg-slate-50', text: 'text-slate-500', border: 'border-slate-200/50', label: t('draft'), blur: 'bg-blue-500/5', icon: <FileText size={12} /> },
+    REJECTED: { bg: 'bg-red-50', text: 'text-red-500', border: 'border-red-200/50', label: t('rejected'), blur: 'bg-red-500/5', icon: <XCircle size={12} /> },
+  };
+
+  const bankStatus = statusColors[bank?.status || 'DRAFT'] || statusColors.DRAFT;
+
+  const statCards = [
+    { label: t('questionList'), value: items.length, icon: <FileText size={18} />, classes: 'bg-slate-50 border-slate-200/50 text-slate-700' },
+    { label: t('published'), value: publishedItems.length, icon: <Check size={18} />, classes: 'bg-emerald-50 border-emerald-200/50 text-emerald-700' },
+    { label: t('pendingReview'), value: pendingItems.length, icon: <Clock size={18} />, classes: 'bg-amber-50 border-amber-200/50 text-amber-700' },
+  ];
+
   return (
-    <div className="space-y-6">
+    <div className="space-y-6 overflow-y-auto h-full">
-      <button onClick={() => navigate('/question-banks')} className="flex items-center gap-2 text-slate-400 hover:text-slate-600 transition-colors mb-2">
+      <button onClick={() => navigate('/question-banks')} className="flex items-center gap-2 text-slate-400 hover:text-slate-600 transition-colors">
-        <ChevronLeft size={18} /><span className="text-xs font-black uppercase tracking-widest">返回题库列表</span>
+        <ChevronLeft size={18} /><span className="text-xs font-black uppercase tracking-widest">{t('backToBankList')}</span>
       </button>
-      <div className="flex items-start justify-between">
+
+      <div className="flex flex-col sm:flex-row sm:items-start justify-between gap-4">
         <div className="flex items-center gap-4">
-          <div className="w-14 h-14 bg-blue-50 text-blue-600 rounded-2xl flex items-center justify-center shadow-sm"><BookOpen size={28} /></div>
+          <div className="w-14 h-14 bg-blue-50 text-blue-600 rounded-2xl flex items-center justify-center shadow-sm shrink-0"><BookOpen size={28} /></div>
           <div>
             <h1 className="text-2xl font-black text-slate-900">{bank?.name}</h1>
-            <p className="text-sm text-slate-500 mt-1">{bank?.description || '暂无描述'}</p>
+            <p className="text-sm text-slate-500 mt-1">{bank?.description || t('noDescription')}</p>
-            <div className="flex items-center gap-3 mt-2">
+            <div className="flex items-center gap-3 mt-2 flex-wrap">
-              <span className="text-[10px] font-bold text-slate-400 uppercase tracking-widest flex items-center gap-1.5"><Brain size={12} className="text-blue-500" />{templates.find(t => t.id === bank?.templateId)?.name || '未关联模板'}</span>
+              {template && (
-              {getStatusBadge(bank?.status || 'DRAFT')}
+                <span className="inline-flex items-center gap-1.5 px-2.5 py-1 bg-purple-50 text-purple-600 text-[10px] font-bold rounded-lg border border-purple-100/50">
+                  <Brain size={12} />{template.name}
+                </span>
+              )}
+              <span className={`inline-flex items-center gap-1 px-2.5 py-1 text-[10px] font-black uppercase tracking-widest rounded-full border ${bankStatus.bg} ${bankStatus.text} ${bankStatus.border}`}>
+                {bankStatus.icon}{bankStatus.label}
+              </span>
             </div>
           </div>
         </div>
-        <div className="flex gap-2">
+
+        <div className="flex gap-2 shrink-0">
           {bank?.status === 'DRAFT' && (
             <button onClick={handleSubmitForReview} className="px-5 py-3 bg-amber-500 text-white rounded-xl text-xs font-black uppercase tracking-widest flex items-center gap-2 shadow-lg shadow-amber-100 hover:bg-amber-600 transition-all active:scale-95">
-              <Send size={16} /> 提交审核
+              <Send size={16} /> {t('submitForReview')}
             </button>
           )}
-          {bank?.status === 'PENDING_REVIEW' && (
+          {(bank?.status === 'PENDING_REVIEW' || bank?.status === 'REJECTED') && (
             <button onClick={handlePublish} className="px-5 py-3 bg-emerald-600 text-white rounded-xl text-xs font-black uppercase tracking-widest flex items-center gap-2 shadow-lg shadow-emerald-100 hover:bg-emerald-700 transition-all active:scale-95">
-              <Check size={16} /> 发布
+              <Check size={16} /> {bank?.status === 'PENDING_REVIEW' ? t('approve') : t('republish')}
             </button>
           )}
-          <button onClick={() => setShowGenerate(true)} className="px-5 py-3 bg-purple-600 text-white rounded-xl text-xs font-black uppercase tracking-widest flex items-center gap-2 shadow-lg shadow-purple-100 hover:bg-purple-700 transition-all active:scale-95">
+          <button onClick={openGenerateModal} className="px-5 py-3 bg-purple-600 text-white rounded-xl text-xs font-black uppercase tracking-widest flex items-center gap-2 shadow-lg shadow-purple-100 hover:bg-purple-700 transition-all active:scale-95">
-            <Sparkles size={16} /> AI生成
+            <Sparkles size={16} /> {t('aiGenerate')}
           </button>
         </div>
       </div>
+
       <div className="grid grid-cols-3 gap-4">
-        {[
+        {statCards.map((stat, i) => (
-          { label: '总题目数', value: items.length, color: 'blue', icon: <FileText size={16} /> },
+          <motion.div key={stat.label} initial={{ opacity: 0, y: 10 }} animate={{ opacity: 1, y: 0 }} transition={{ delay: i * 0.08 }}
-          { label: '待审核', value: pendingItems.length, color: 'amber', icon: <Send size={16} /> },
+            className={`rounded-2xl border p-4 ${stat.classes}`}>
-          { label: '已发布', value: publishedItems.length, color: 'emerald', icon: <Check size={16} /> },
-        ].map((stat, i) => (
-          <motion.div key={stat.label} initial={{ opacity: 0, y: 10 }} animate={{ opacity: 1, y: 0 }} transition={{ delay: i * 0.1 }}
-            className={`bg-${stat.color}-50/50 border border-${stat.color}-100/50 rounded-2xl p-4`}>
             <div className="flex items-center justify-between mb-2">
-              <span className={`text-[10px] font-black uppercase tracking-widest text-${stat.color}-500`}>{stat.label}</span>
+              <span className="text-[10px] font-black uppercase tracking-widest opacity-70">{stat.label}</span>
-              <span className={`text-${stat.color}-500`}>{stat.icon}</span>
+              {stat.icon}
             </div>
-            <div className={`text-3xl font-black text-${stat.color}-700`}>{stat.value}</div>
+            <div className="text-3xl font-black">{stat.value}</div>
           </motion.div>
         ))}
       </div>
+
       <div className="flex items-center justify-between">
-        <h2 className="text-lg font-black text-slate-900">题目列表</h2>
+        <h2 className="text-lg font-black text-slate-900">{t('questionList')}</h2>
-        <button onClick={() => { setShowAddItem(true); setEditingItem(null); setKeyPointsInput(''); setItemForm({ questionText: '', questionType: 'SHORT_ANSWER', keyPoints: [], difficulty: 'STANDARD', dimension: 'WORK_CAPABILITY' }); }}
+        <div className="flex items-center gap-2">
+          {selectedItemIds.size > 0 && (
+            <>
+              <button onClick={handleBatchApprove}
+                className="px-4 py-2.5 bg-emerald-600 text-white rounded-xl text-xs font-black uppercase tracking-widest flex items-center gap-2 shadow-lg shadow-emerald-100 hover:bg-emerald-700 transition-all active:scale-95">
+                <Check size={14} /> 通过所选 ({selectedItemIds.size})
+              </button>
+              <button onClick={handleBatchReject}
+                className="px-4 py-2.5 bg-red-500 text-white rounded-xl text-xs font-black uppercase tracking-widest flex items-center gap-2 shadow-lg shadow-red-100 hover:bg-red-600 transition-all active:scale-95">
+                <X size={14} /> 驳回所选
+              </button>
+            </>
+          )}
+          <button onClick={toggleSelectAll}
+            className="px-4 py-2.5 bg-slate-100 text-slate-600 rounded-xl text-xs font-black uppercase tracking-widest flex items-center gap-2 hover:bg-slate-200 transition-all">
+            {allSelected ? '取消全选' : '全选'}
+          </button>
+          <button onClick={() => { setShowAddItem(true); setEditingItem(null); setKeyPointsInput(''); setItemForm({ questionText: '', questionType: 'SHORT_ANSWER', keyPoints: [], difficulty: 'STANDARD', dimension: (dimensionOptions[0]?.value as any) || 'WORK_CAPABILITY' }); }}
             className="px-5 py-3 bg-blue-600 text-white rounded-xl text-xs font-black uppercase tracking-widest flex items-center gap-2 shadow-lg shadow-blue-100 hover:bg-blue-700 transition-all active:scale-95">
-          <Plus size={16} /> 添加题目
+            <Plus size={16} /> {t('addQuestion')}
           </button>
         </div>
+      </div>
+
       {items.length === 0 ? (
         <div className="bg-slate-50 rounded-[2rem] border-2 border-dashed border-slate-200 p-16 text-center">
-          <FileText className="w-14 h-14 text-slate-200 mx-auto mb-4" />
+          <div className="w-14 h-14 bg-slate-100 rounded-2xl flex items-center justify-center mx-auto mb-4"><FileText size={28} className="text-slate-300" /></div>
-          <p className="text-slate-400 font-bold uppercase tracking-widest text-xs">暂无题目</p>
+          <p className="text-slate-400 font-black uppercase tracking-widest text-xs mb-1">{t('noQuestions')}</p>
-          <p className="text-slate-300 text-xs mt-2">点击上方按钮添加或使用AI生成</p>
+          <p className="text-slate-300 text-xs">{t('noQuestionsDesc')}</p>
         </div>
       ) : (
-        <div className="grid grid-cols-1 gap-4">
+        <div className="space-y-4">
           <AnimatePresence mode="popLayout">
-            {items.map((item, idx) => (
+            {items.map((item, idx) => {
-              <motion.div key={item.id} layout initial={{ opacity: 0, y: 10 }} animate={{ opacity: 1, y: 0 }} exit={{ opacity: 0, scale: 0.95 }} transition={{ delay: idx * 0.03 }}
+              const itemStat = item.status === 'PUBLISHED' ? statusColors.PUBLISHED : statusColors.PENDING_REVIEW;
+              return (
+                <motion.div key={item.id} layout initial={{ opacity: 0, y: 10 }} animate={{ opacity: 1, y: 0 }} exit={{ opacity: 0, scale: 0.95 }}
+                  transition={{ delay: Math.min(idx * 0.03, 0.3) }}
                   className="bg-white border border-slate-200 rounded-2xl p-5 shadow-sm hover:shadow-md transition-all group relative overflow-hidden">
-                <div className="absolute top-0 right-0 w-32 h-32 bg-blue-500/5 rounded-full blur-3xl -mr-16 -mt-16" />
+                  <div className={`absolute top-0 right-0 w-40 h-40 rounded-full blur-3xl -mr-20 -mt-20 ${itemStat.blur}`} />
-                <div className="flex items-start justify-between relative z-10">
+                  <div className="relative z-10 flex items-start justify-between">
+                    {item.status === 'PENDING_REVIEW' && (
+                      <input type="checkbox" checked={selectedItemIds.has(item.id)}
+                        onChange={() => toggleSelectItem(item.id)}
+                        className="mt-1.5 mr-3 w-4 h-4 rounded border-slate-300 text-indigo-600 focus:ring-indigo-500 shrink-0 cursor-pointer" />
+                    )}
                     <div className="flex-1 min-w-0">
                       <div className="flex items-center gap-2 mb-2.5 flex-wrap">
-                      <span className="inline-flex items-center gap-1 px-2.5 py-1 bg-slate-50 text-slate-600 text-[10px] font-bold rounded-lg border border-slate-100">{typeIcons[item.questionType]}{QUESTION_TYPES.find(t => t.value === item.questionType)?.label}</span>
+                        <span className="inline-flex items-center gap-1 px-2.5 py-1 bg-slate-50 text-slate-600 text-[10px] font-bold rounded-lg border border-slate-100">{typeIcons[item.questionType]}{t(QUESTION_TYPES.find(qt => qt.value === item.questionType)?.labelKey || 'shortAnswer')}</span>
-                      <span className="inline-flex items-center gap-1 px-2.5 py-1 bg-blue-50 text-blue-600 text-[10px] font-bold rounded-lg border border-blue-100"><Hash size={10} />{DIFFICULTIES.find(d => d.value === item.difficulty)?.label}</span>
+                        <span className="inline-flex items-center gap-1 px-2.5 py-1 bg-blue-50 text-blue-600 text-[10px] font-bold rounded-lg border border-blue-100"><Hash size={10} />{t(DIFFICULTIES.find(d => d.value === item.difficulty)?.labelKey || 'standard')}</span>
-                      <span className="inline-flex items-center gap-1 px-2.5 py-1 bg-purple-50 text-purple-600 text-[10px] font-bold rounded-lg border border-purple-100"><Brain size={10} />{DIMENSIONS.find(d => d.value === item.dimension)?.label}</span>
+                        <span className="inline-flex items-center gap-1 px-2.5 py-1 bg-purple-50 text-purple-600 text-[10px] font-bold rounded-lg border border-purple-100"><Brain size={10} />{dimensionOptions.find(d => d.value === item.dimension)?.label || item.dimension}</span>
-                      {getStatusBadge(item.status)}
+                        <span className={`inline-flex items-center gap-1 px-2.5 py-1 text-[10px] font-black uppercase tracking-widest rounded-full border ${itemStat.bg} ${itemStat.text} ${itemStat.border}`}>{itemStat.icon}{itemStat.label}</span>
                       </div>
                       <p className="font-bold text-slate-900 leading-relaxed">{item.questionText}</p>
+                      {item.questionType === 'MULTIPLE_CHOICE' && item.options && item.options.length > 0 && (
+                        <div className="mt-3 space-y-1.5 pl-1 border-l-2 border-blue-200">
+                          {item.options.map((opt, i) => {
+                            const letter = String.fromCharCode(65 + i);
+                            const isCorrect = item.correctAnswer === letter;
+                            const displayText = opt.slice(1);
+                            return (
+                              <div key={i} className={`flex items-center gap-2 px-3 py-2 rounded-xl text-sm ${isCorrect ? 'bg-emerald-50 border border-emerald-200' : 'bg-slate-50'}`}>
+                                <span className={`inline-flex items-center justify-center w-6 h-6 rounded-lg text-[10px] font-black shrink-0 ${isCorrect ? 'bg-emerald-500 text-white' : 'bg-slate-200 text-slate-500'}`}>{letter}</span>
+                                <span className={`font-medium ${isCorrect ? 'text-emerald-700' : 'text-slate-600'}`}>{displayText}</span>
+                                {isCorrect && <Check size={14} className="text-emerald-500 shrink-0 ml-auto" />}
+                              </div>
+                            );
+                          })}
+                        </div>
+                      )}
+                      {item.judgment && (
+                        <div className="mt-3 bg-blue-50/50 border border-blue-100 rounded-xl p-3">
+                          <span className="text-[10px] font-black text-blue-400 uppercase tracking-widest">{item.questionType === 'MULTIPLE_CHOICE' ? '解析' : '判定依据'}</span>
+                          <p className="text-xs text-slate-600 mt-1 leading-relaxed">{item.judgment}</p>
+                        </div>
+                      )}
+                      {item.questionType === 'SHORT_ANSWER' && item.followupHints && item.followupHints.length > 0 && (
+                        <div className="mt-2 flex flex-wrap gap-1.5 items-center">
+                          <span className="text-[10px] font-black text-purple-400 uppercase tracking-widest">追问方向</span>
+                          {item.followupHints.map((hint, i) => <span key={i} className="px-2.5 py-1 bg-purple-50 text-purple-600 text-[10px] font-medium rounded-lg border border-purple-100/50">#{i + 1} {hint}</span>)}
+                        </div>
+                      )}
                       {item.keyPoints.length > 0 && (
-                      <div className="mt-3 flex flex-wrap gap-1.5">
+                        <div className="mt-3 flex flex-wrap gap-1.5 items-center">
-                        <span className="text-[10px] font-black text-slate-400 uppercase tracking-widest mr-1">评分要点:</span>
+                          <span className="text-[10px] font-black text-slate-400 uppercase tracking-widest mr-1">{t('gradingPoints')}</span>
                           {item.keyPoints.map((kp, i) => <span key={i} className="px-2.5 py-1 bg-amber-50 text-amber-700 text-[10px] font-bold rounded-lg border border-amber-100/50">{kp}</span>)}
                         </div>
                       )}
-                    {item.basis && <div className="mt-2 flex items-center gap-1.5 text-[10px] text-slate-400"><FileText size={10} /><span className="font-medium">依据：</span><span>{item.basis}</span></div>}
+                      {item.basis && (
+                        <div className="mt-2 flex items-center gap-1.5 text-[10px] text-slate-400"><FileText size={10} /><span className="font-medium">{t('basis')}</span><span>{item.basis}</span></div>
+                      )}
                     </div>
-                  <div className="flex gap-1 ml-4 shrink-0">
+                    <div className="flex items-center gap-1 ml-4 shrink-0 opacity-0 group-hover:opacity-100 transition-opacity">
-                    {item.status === 'PENDING_REVIEW' && <button onClick={() => handleApproveItem(item.id)} className="p-2 text-emerald-600 hover:bg-emerald-50 rounded-xl transition-all" title="通过"><Check size={15} /></button>}
+                      {item.status === 'PENDING_REVIEW' && (<>
-                    <button onClick={() => openEditItem(item)} className="p-2 text-blue-600 hover:bg-blue-50 rounded-xl transition-all" title="编辑"><Edit2 size={15} /></button>
+                        <button onClick={() => handleApproveItem(item.id)} className="p-2 text-emerald-600 hover:bg-emerald-50 rounded-xl transition-all" title={t('approve')}><Check size={15} /></button>
-                    <button onClick={() => handleDeleteItem(item.id)} className="p-2 text-red-600 hover:bg-red-50 rounded-xl transition-all" title="删除"><Trash2 size={15} /></button>
+                        <button onClick={() => handleRejectItem(item.id)} className="p-2 text-red-500 hover:bg-red-50 rounded-xl transition-all" title={t('rejected')}><X size={15} /></button>
+                      </>)}
+                      <button onClick={() => openEditItem(item)} className="p-2 text-blue-600 hover:bg-blue-50 rounded-xl transition-all" title={t('edit')}><Edit2 size={15} /></button>
+                      <button onClick={() => handleDeleteItem(item.id)} className="p-2 text-red-500 hover:bg-red-50 rounded-xl transition-all" title={t('delete')}><Trash2 size={15} /></button>
                     </div>
                   </div>
                 </motion.div>
-            ))}
+              );
+            })}
           </AnimatePresence>
         </div>
       )}
@@ -297,60 +462,37 @@ export default function QuestionBankDetailView() {
               <motion.div initial={{ opacity: 0, scale: 0.9, y: 20 }} animate={{ opacity: 1, scale: 1, y: 0 }} exit={{ opacity: 0, scale: 0.9, y: 20 }}
                 className="w-full max-w-xl bg-white rounded-[2.5rem] shadow-2xl relative z-10 overflow-hidden">
                 <div className="p-8 pb-4 flex items-center justify-between border-b border-slate-100">
-                  <div className="flex items-center gap-3">
+                  <div className="flex items-center gap-3"><div className="w-12 h-12 bg-blue-50 text-blue-600 rounded-2xl flex items-center justify-center">{editingItem ? <Edit2 size={24} /> : <Plus size={24} />}</div>
-                    <div className="w-12 h-12 bg-blue-50 text-blue-600 rounded-2xl flex items-center justify-center">{editingItem ? <Edit2 size={24} /> : <Plus size={24} />}</div>
+                    <h3 className="text-xl font-black text-slate-900">{editingItem ? t('editQuestion') : t('addQuestionTitle')}</h3></div>
-                    <h3 className="text-xl font-black text-slate-900">{editingItem ? '编辑题目' : '添加题目'}</h3>
-                  </div>
                   <button onClick={closeItemForm} className="p-2 text-slate-400 hover:text-slate-600 hover:bg-slate-50 rounded-xl transition-all"><X size={20} /></button>
                 </div>
                 <form id="item-form" onSubmit={editingItem ? handleUpdateItem : handleCreateItem} className="p-8 space-y-5">
-                  <div className="space-y-1.5">
+                  <div className="space-y-1.5"><label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2"><FileText size={12} className="text-blue-500" /> {t('questionContent')} <span className="text-red-500">*</span></label>
-                    <label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2"><FileText size={12} className="text-blue-500" /> 题目内容 *</label>
+                    <textarea value={itemForm.questionText} onChange={(e) => setItemForm({...itemForm, questionText: e.target.value})} className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-blue-500/10 focus:border-blue-500/50 outline-none transition-all placeholder:text-slate-300" placeholder={t('questionContent')} rows={3} required />
-                    <textarea value={itemForm.questionText} onChange={(e) => setItemForm({...itemForm, questionText: e.target.value})}
-                      className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-blue-500/10 focus:border-blue-500/50 outline-none transition-all placeholder:text-slate-300" placeholder="输入题目内容" rows={3} required />
                   </div>
                   <div className="grid grid-cols-2 gap-5">
-                    <div className="space-y-1.5">
+                    <div className="space-y-1.5"><label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2"><Layers size={12} className="text-blue-500" /> {t('questionType')}</label>
-                      <label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2"><Layers size={12} className="text-blue-500" /> 题型</label>
+                      <select value={itemForm.questionType} onChange={(e) => setItemForm({...itemForm, questionType: e.target.value as any})} className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-blue-500/10 focus:border-blue-500/50 outline-none transition-all cursor-pointer">{ QUESTION_TYPES.map(qt => <option key={qt.value} value={qt.value}>{t(qt.labelKey)}</option>) }</select>
-                      <select value={itemForm.questionType} onChange={(e) => setItemForm({...itemForm, questionType: e.target.value as any})}
-                        className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-blue-500/10 focus:border-blue-500/50 outline-none transition-all appearance-none cursor-pointer">
-                        {QUESTION_TYPES.map(t => <option key={t.value} value={t.value}>{t.label}</option>)}
-                      </select>
                     </div>
-                    <div className="space-y-1.5">
+                    <div className="space-y-1.5"><label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2"><Hash size={12} className="text-blue-500" /> {t('difficultyDistribution')}</label>
-                      <label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2"><Hash size={12} className="text-blue-500" /> 难度</label>
+                      <select value={itemForm.difficulty} onChange={(e) => setItemForm({...itemForm, difficulty: e.target.value as any})} className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-blue-500/10 focus:border-blue-500/50 outline-none transition-all cursor-pointer">{ DIFFICULTIES.map(d => <option key={d.value} value={d.value}>{t(d.labelKey)}</option>) }</select>
-                      <select value={itemForm.difficulty} onChange={(e) => setItemForm({...itemForm, difficulty: e.target.value as any})}
-                        className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-blue-500/10 focus:border-blue-500/50 outline-none transition-all appearance-none cursor-pointer">
-                        {DIFFICULTIES.map(d => <option key={d.value} value={d.value}>{d.label}</option>)}
-                      </select>
                     </div>
                   </div>
-                  <div className="space-y-1.5">
+                  <div className="space-y-1.5"><label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2"><Brain size={12} className="text-blue-500" /> {t('dimension')}</label>
-                    <label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2"><Brain size={12} className="text-blue-500" /> 维度</label>
+                    <select value={itemForm.dimension} onChange={(e) => setItemForm({...itemForm, dimension: e.target.value as any})} className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-blue-500/10 focus:border-blue-500/50 outline-none transition-all cursor-pointer">{ dimensionOptions.map(d => <option key={d.value} value={d.value}>{d.label}</option>) }</select>
-                    <select value={itemForm.dimension} onChange={(e) => setItemForm({...itemForm, dimension: e.target.value as any})}
-                      className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-blue-500/10 focus:border-blue-500/50 outline-none transition-all appearance-none cursor-pointer">
-                      {DIMENSIONS.map(d => <option key={d.value} value={d.value}>{d.label}</option>)}
-                    </select>
                   </div>
-                  <div className="space-y-1.5">
+                  <div className="space-y-1.5"><label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2"><AlertCircle size={12} className="text-blue-500" /> {t('gradingPoints')}</label>
-                    <label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2"><AlertCircle size={12} className="text-blue-500" /> 评分要点（每行一个）</label>
+                    <textarea value={keyPointsInput} onChange={(e) => setKeyPointsInput(e.target.value)} className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-blue-500/10 focus:border-blue-500/50 outline-none transition-all placeholder:text-slate-300" placeholder={'1\n2\n3'} rows={4} />
-                    <textarea value={keyPointsInput} onChange={(e) => setKeyPointsInput(e.target.value)}
-                      className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-blue-500/10 focus:border-blue-500/50 outline-none transition-all placeholder:text-slate-300" placeholder="要点1
-要点2
-要点3" rows={4} />
                   </div>
                   <div className="flex justify-end gap-3 pt-4">
-                    <button type="button" onClick={closeItemForm} className="px-6 py-4 text-sm font-black text-slate-500 hover:text-slate-700 transition-colors">取消</button>
+                    <button type="button" onClick={closeItemForm} className="px-6 py-4 text-sm font-black text-slate-500 hover:text-slate-700 transition-colors">{t('cancel')}</button>
-                    <button type="submit" form="item-form" disabled={saving}
+                    <button type="submit" form="item-form" disabled={saving} className="px-10 py-4 bg-blue-600 text-white rounded-[1.25rem] font-black uppercase tracking-widest text-xs shadow-xl shadow-blue-100 hover:bg-blue-700 transition-all active:scale-95 flex items-center gap-2">{saving && <Loader2 size={16} className="animate-spin" />}{saving ? t('saving') : (editingItem ? t('save') : t('addQuestion'))}</button>
-                      className="px-10 py-4 bg-blue-600 text-white rounded-[1.25rem] font-black uppercase tracking-widest text-xs shadow-xl shadow-blue-100 hover:bg-blue-700 transition-all active:scale-95 flex items-center gap-2">
-                      {saving && <Loader2 size={16} className="animate-spin" />}{saving ? '保存中...' : (editingItem ? '更新' : '添加')}</button>
                   </div>
                 </form>
               </motion.div>
             </div>
           )}
-        </AnimatePresence>,
+        </AnimatePresence>, document.body
-        document.body
       )}
 
       {createPortal(
@@ -361,35 +503,25 @@ export default function QuestionBankDetailView() {
               <motion.div initial={{ opacity: 0, scale: 0.9, y: 20 }} animate={{ opacity: 1, scale: 1, y: 0 }} exit={{ opacity: 0, scale: 0.9, y: 20 }}
                 className="w-full max-w-md bg-white rounded-[2.5rem] shadow-2xl relative z-10 overflow-hidden">
                 <div className="p-8 pb-4 flex items-center justify-between border-b border-slate-100">
-                  <div className="flex items-center gap-3">
+                  <div className="flex items-center gap-3"><div className="w-12 h-12 bg-purple-50 text-purple-600 rounded-2xl flex items-center justify-center"><Sparkles size={24} /></div>
-                    <div className="w-12 h-12 bg-purple-50 text-purple-600 rounded-2xl flex items-center justify-center"><Sparkles size={24} /></div>
+                    <h3 className="text-xl font-black text-slate-900">{t('aiGenerateTitle')}</h3></div>
-                    <h3 className="text-xl font-black text-slate-900">AI生成题目</h3>
-                  </div>
                   <button onClick={() => setShowGenerate(false)} className="p-2 text-slate-400 hover:text-slate-600 hover:bg-slate-50 rounded-xl transition-all"><X size={20} /></button>
                 </div>
                 <div className="p-8 space-y-5">
-                  <div className="space-y-1.5">
+                  <div className="space-y-1.5"><label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2"><Hash size={12} className="text-purple-500" /> {t('generateCount')}</label>
-                    <label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2"><Hash size={12} className="text-purple-500" /> 生成数量</label>
+                    <input type="number" value={generateForm.count} onChange={(e) => setGenerateForm({...generateForm, count: parseInt(e.target.value) || 5})} className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-purple-500/10 focus:border-purple-500/50 outline-none transition-all" min={1} max={20} />
-                    <input type="number" value={generateForm.count} onChange={(e) => setGenerateForm({...generateForm, count: parseInt(e.target.value) || 5})}
-                      className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-purple-500/10 focus:border-purple-500/50 outline-none transition-all" min={1} max={20} />
-                  </div>
-                  <div className="space-y-1.5">
-                    <label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2"><FileText size={12} className="text-purple-500" /> 知识库内容（可选）</label>
-                    <textarea value={generateForm.knowledgeBaseContent} onChange={(e) => setGenerateForm({...generateForm, knowledgeBaseContent: e.target.value})}
-                      className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-purple-500/10 focus:border-purple-500/50 outline-none transition-all placeholder:text-slate-300" placeholder="输入知识库内容作为生成依据..." rows={4} />
                   </div>
+                  <p className="text-[10px] text-slate-400 px-1">知识库内容已自动加载</p>
                   <div className="flex gap-3 pt-4">
-                    <button onClick={() => setShowGenerate(false)} className="flex-1 px-6 py-4 text-sm font-black text-slate-500 hover:text-slate-700 transition-colors">取消</button>
+                    <button onClick={() => setShowGenerate(false)} className="flex-1 px-6 py-4 text-sm font-black text-slate-500 hover:text-slate-700 transition-colors">{t('cancel')}</button>
-                    <button onClick={handleGenerate} disabled={generating}
+                    <button onClick={handleGenerate} disabled={generating} className="flex-1 px-6 py-4 bg-purple-600 text-white rounded-[1.25rem] font-black uppercase tracking-widest text-xs shadow-xl shadow-purple-100 hover:bg-purple-700 transition-all active:scale-95 flex items-center justify-center gap-2">
-                      className="flex-1 px-6 py-4 bg-purple-600 text-white rounded-[1.25rem] font-black uppercase tracking-widest text-xs shadow-xl shadow-purple-100 hover:bg-purple-700 transition-all active:scale-95 flex items-center justify-center gap-2">
+                      {generating ? <><Loader2 size={16} className="animate-spin" /> {t('generating')}</> : <><Sparkles size={16} /> {t('generate')}</>}</button>
-                      {generating ? <><Loader2 size={16} className="animate-spin" /> 生成中...</> : <><Sparkles size={16} /> 生成</>}</button>
                   </div>
                 </div>
               </motion.div>
             </div>
           )}
-        </AnimatePresence>,
+        </AnimatePresence>, document.body
-        document.body
       )}
     </div>
   );

web/components/views/QuestionBankView.tsx

@@ -1,16 +1,19 @@
-import React, { useState, useEffect } from 'react';
+import React, { useState, useEffect, useMemo } from 'react';
 import { useNavigate } from 'react-router-dom';
-import { Plus, BookOpen, ChevronRight, Trash2, Edit2 } from 'lucide-react';
+import { motion, AnimatePresence } from 'framer-motion';
+import { BookOpen, FileText, Layers, Loader2, Plus, Search, Trash2, Edit2, AlertCircle, Check, Clock, XCircle } from 'lucide-react';
 import { apiClient } from '../../services/apiClient';
 import { templateService } from '../../services/templateService';
-import { questionBankService } from '../../services/questionBankService';
 import { AssessmentTemplate } from '../../types';
+import { useToast } from '../../contexts/ToastContext';
+import { useConfirm } from '../../contexts/ConfirmContext';
+import { useLanguage } from '../../contexts/LanguageContext';
 
 interface QuestionBankViewProps {
   isAdmin?: boolean;
 }
 
-interface QuestionBank {
+interface QuestionBankItem {
   id: string;
   name: string;
   description?: string;
@@ -19,25 +22,27 @@ interface QuestionBank {
   createdAt: string;
 }
 
-export default function QuestionBankView({ isAdmin }: QuestionBankViewProps) {
+type StatusFilter = 'ALL' | 'DRAFT' | 'PENDING_REVIEW' | 'PUBLISHED';
+
+export default function QuestionBankView({ isAdmin: _isAdmin }: QuestionBankViewProps) {
   const navigate = useNavigate();
-  const [banks, setBanks] = useState<QuestionBank[]>([]);
+  const { t } = useLanguage();
+  const { showSuccess, showError } = useToast();
+  const { confirm } = useConfirm();
+
+  const [banks, setBanks] = useState<QuestionBankItem[]>([]);
   const [loading, setLoading] = useState(false);
   const [error, setError] = useState('');
   const [showDrawer, setShowDrawer] = useState(false);
-  const [formData, setFormData] = useState({ 
+  const [formData, setFormData] = useState({ name: '', description: '', templateId: '' });
-    name: '', 
-    description: '',
-    templateId: '' 
-  });
   const [saving, setSaving] = useState(false);
   const [templates, setTemplates] = useState<AssessmentTemplate[]>([]);
   const [loadingTemplates, setLoadingTemplates] = useState(false);
   const [deletingId, setDeletingId] = useState<string | null>(null);
+  const [statusFilter, setStatusFilter] = useState<StatusFilter>('ALL');
+  const [searchQuery, setSearchQuery] = useState('');
 
-  useEffect(() => {
+  useEffect(() => { fetchData(); }, []);
-    fetchData();
-  }, []);
 
   const fetchData = async () => {
     try {
@@ -47,7 +52,8 @@ export default function QuestionBankView({ isAdmin }: QuestionBankViewProps) {
       const data = await res.json();
       setBanks(Array.isArray(data) ? data : (data.data || []));
     } catch (err: any) {
-      setError(err.message || '加载失败');
+      setError(err.message || t('actionFailed'));
+      showError(err.message || t('actionFailed'));
     } finally {
       setLoading(false);
     }
@@ -58,7 +64,7 @@ export default function QuestionBankView({ isAdmin }: QuestionBankViewProps) {
     setLoadingTemplates(true);
     templateService.getAll()
       .then(data => setTemplates(data))
-      .catch(err => console.error('加载模板失败:', err))
+      .catch(() => showError(t('actionFailed')))
       .finally(() => setLoadingTemplates(false));
     setShowDrawer(true);
   };
@@ -66,17 +72,10 @@ export default function QuestionBankView({ isAdmin }: QuestionBankViewProps) {
   const handleCreate = async (e: React.FormEvent) => {
     e.preventDefault();
     if (!formData.name.trim()) return;
-    
     setSaving(true);
     try {
-      const payload: any = {
+      const payload: any = { name: formData.name, description: formData.description };
-        name: formData.name,
+      if (formData.templateId) payload.templateId = formData.templateId;
-        description: formData.description,
-      };
-      if (formData.templateId) {
-        payload.templateId = formData.templateId;
-      }
-      
       const res = await apiClient.request('/question-banks', {
         method: 'POST',
         headers: { 'Content-Type': 'application/json' },
@@ -88,12 +87,11 @@ export default function QuestionBankView({ isAdmin }: QuestionBankViewProps) {
         try { const parsed = JSON.parse(errBody); if (parsed.message) msg = parsed.message; } catch {}
         throw new Error(msg);
       }
-      
       setShowDrawer(false);
+      showSuccess(t('questionBankCreated'));
       fetchData();
     } catch (err: any) {
-      console.error('创建失败:', err);
+      showError(err.message || t('actionFailed'));
-      alert('创建失败: ' + (err.message || '未知错误'));
     } finally {
       setSaving(false);
     }
@@ -101,182 +99,280 @@ export default function QuestionBankView({ isAdmin }: QuestionBankViewProps) {
 
   const handleDelete = async (e: React.MouseEvent, bankId: string, bankName: string) => {
     e.stopPropagation();
-    if (!confirm(`确定要删除题库"${bankName}"吗？此操作不可恢复。`)) return;
+    const ok = await confirm({ message: t('confirmDeleteBank').replace('$1', bankName), confirmLabel: t('delete'), cancelLabel: t('cancel') });
-    
+    if (!ok) return;
     setDeletingId(bankId);
     try {
-      await questionBankService.deleteBank(bankId);
+      const res = await apiClient.request(`/question-banks/${bankId}`, { method: 'DELETE' });
+      if (!res.ok) {
+        const errBody = await res.text().catch(() => '');
+        let msg = res.status.toString();
+        try { const parsed = JSON.parse(errBody); if (parsed.message) msg = parsed.message; } catch {}
+        throw new Error(msg);
+      }
+      showSuccess(t('confirm'));
       fetchData();
     } catch (err: any) {
-      console.error('删除失败:', err);
+      showError(err.message || t('questionBankDeleteFailed'));
-      alert('删除失败: ' + (err.message || '未知错误'));
     } finally {
       setDeletingId(null);
     }
   };
 
-  const handleCardClick = (bank: QuestionBank) => {
+  const handleCardClick = (bank: QuestionBankItem) => {
     navigate(`/question-banks/${bank.id}`);
   };
 
+  const filteredBanks = useMemo(() => {
+    let result = banks;
+    if (statusFilter !== 'ALL') result = result.filter(b => b.status === statusFilter);
+    if (searchQuery.trim()) {
+      const q = searchQuery.toLowerCase();
+      result = result.filter(b => b.name.toLowerCase().includes(q) || (b.description || '').toLowerCase().includes(q));
+    }
+    return result;
+  }, [banks, statusFilter, searchQuery]);
+
+  const STATUS_TABS: { key: StatusFilter; label: string; icon: React.ReactNode; count: (b: QuestionBankItem[]) => number }[] = [
+    { key: 'ALL', label: t('all'), icon: <Layers size={14} />, count: (b) => b.length },
+    { key: 'PUBLISHED', label: t('published'), icon: <Check size={14} />, count: (b) => b.filter(i => i.status === 'PUBLISHED').length },
+    { key: 'DRAFT', label: t('draft'), icon: <FileText size={14} />, count: (b) => b.filter(i => i.status === 'DRAFT').length },
+    { key: 'PENDING_REVIEW', label: t('pendingReview'), icon: <Clock size={14} />, count: (b) => b.filter(i => i.status === 'PENDING_REVIEW').length },
+  ];
+
+  const stats = useMemo(() => ({
+    total: banks.length,
+    published: banks.filter(b => b.status === 'PUBLISHED').length,
+    draft: banks.filter(b => b.status === 'DRAFT').length,
+    pending: banks.filter(b => b.status === 'PENDING_REVIEW').length,
+  }), [banks]);
+
+  const statusLabels: Record<string, string> = {
+    PUBLISHED: t('published'),
+    PENDING_REVIEW: t('pendingReview'),
+    REJECTED: t('rejected'),
+    DRAFT: t('draft'),
+  };
+
   return (
-    <div className="p-6 bg-white min-h-screen">
+    <div className="space-y-6 overflow-y-auto h-full">
-      <div className="flex items-center justify-between mb-6">
+      <div className="flex items-center justify-between">
-        <h1 className="text-2xl font-bold">题库管理</h1>
+        <div>
+          <h1 className="text-2xl font-black text-slate-900">{t('questionBankManagement')}</h1>
+          <p className="text-sm text-slate-500 mt-1">{t('questionBankManagementDesc')}</p>
+        </div>
         <button
           onClick={openDrawer}
-          className="flex items-center gap-2 px-4 py-2 bg-blue-600 text-white rounded-lg hover:bg-blue-700"
+          className="px-5 py-3 bg-blue-600 text-white rounded-2xl text-sm font-black uppercase tracking-widest flex items-center gap-2 shadow-lg shadow-blue-600/20 hover:bg-blue-700 transition-all active:scale-[0.98]"
         >
           <Plus size={18} />
-          <span>创建题库</span>
+          {t('createQuestionBank')}
         </button>
       </div>
 
+      {!loading && !error && banks.length > 0 && (
+        <div className="grid grid-cols-4 gap-4">
+          {[
+            { label: t('totalBanks'), value: stats.total, color: 'bg-slate-50 border-slate-200 text-slate-700', icon: <Layers size={16} className="text-slate-500" /> },
+            { label: t('published'), value: stats.published, color: 'bg-emerald-50 border-emerald-200/50 text-emerald-700', icon: <Check size={16} className="text-emerald-500" /> },
+            { label: t('draft'), value: stats.draft, color: 'bg-slate-50 border-slate-200 text-slate-700', icon: <FileText size={16} className="text-slate-500" /> },
+            { label: t('pendingReview'), value: stats.pending, color: 'bg-amber-50 border-amber-200/50 text-amber-700', icon: <Clock size={16} className="text-amber-500" /> },
+          ].map((stat, i) => (
+            <motion.div key={stat.label} initial={{ opacity: 0, y: 10 }} animate={{ opacity: 1, y: 0 }} transition={{ delay: i * 0.05 }}
+              className={`${stat.color} rounded-2xl border p-4`}>
+              <div className="flex items-center justify-between mb-1">
+                <span className="text-[10px] font-black uppercase tracking-widest opacity-70">{stat.label}</span>
+                {stat.icon}
+              </div>
+              <div className="text-2xl font-black">{stat.value}</div>
+            </motion.div>
+          ))}
+        </div>
+      )}
+
+      {!loading && !error && banks.length > 0 && (
+        <div className="flex items-center gap-4">
+          <div className="relative flex-1 max-w-sm">
+            <Search size={16} className="absolute left-4 top-1/2 -translate-y-1/2 text-slate-400" />
+            <input
+              type="text"
+              value={searchQuery}
+              onChange={(e) => setSearchQuery(e.target.value)}
+              placeholder={t('searchQuestionBanksPlaceholder')}
+              className="w-full pl-10 pr-4 py-3 bg-slate-50 border border-slate-200 rounded-2xl text-sm font-bold focus:ring-4 focus:ring-blue-500/10 focus:border-blue-500/50 outline-none transition-all placeholder:text-slate-300"
+            />
+          </div>
+          <div className="flex gap-1 bg-slate-50 rounded-2xl p-1 border border-slate-200">
+            {STATUS_TABS.map((tab) => {
+              const active = statusFilter === tab.key;
+              return (
+                <button
+                  key={tab.key}
+                  onClick={() => setStatusFilter(tab.key)}
+                  className={`flex items-center gap-1.5 px-4 py-2 rounded-xl text-xs font-bold transition-all ${
+                    active
+                      ? 'bg-white text-slate-900 shadow-sm border border-slate-200/50'
+                      : 'text-slate-500 hover:text-slate-700'
+                  }`}
+                >
+                  {tab.icon}
+                  {tab.label}
+                  <span className={`${active ? 'bg-slate-100 text-slate-600' : 'bg-white/50 text-slate-400'} px-1.5 py-0.5 rounded-lg text-[10px] font-black`}>
+                    {tab.count(banks)}
+                  </span>
+                </button>
+              );
+            })}
+          </div>
+        </div>
+      )}
+
       {loading ? (
-        <div className="text-center py-8 text-gray-500">加载中...</div>
+        <div className="flex items-center justify-center py-20">
+          <Loader2 className="w-8 h-8 animate-spin text-blue-600 opacity-20" />
+        </div>
       ) : error ? (
-        <div className="text-center py-8 text-red-500">错误: {error}</div>
+        <div className="flex items-center gap-3 text-red-500 bg-red-50 rounded-2xl p-6 border border-red-100">
+          <AlertCircle size={20} />
+          <span className="text-sm font-bold">{t('actionFailed')}</span>
+          <button onClick={fetchData} className="ml-auto text-xs font-black text-red-600 hover:text-red-700 uppercase tracking-widest">{t('retry')}</button>
+        </div>
       ) : banks.length === 0 ? (
-        <div className="text-center py-8 text-gray-500">
+        <div className="bg-slate-50 rounded-[2rem] border-2 border-dashed border-slate-200 p-20 text-center">
-          <BookOpen size={48} className="mx-auto mb-4 text-gray-300" />
+          <div className="w-16 h-16 bg-slate-100 rounded-3xl flex items-center justify-center mx-auto mb-6">
-          <p>暂无题库，点击上方按钮创建</p>
+            <BookOpen size={32} className="text-slate-300" />
+          </div>
+          <p className="text-slate-400 font-black uppercase tracking-widest text-xs mb-2">{t('noQuestionBanks')}</p>
+          <p className="text-slate-300 text-xs mb-6">{t('createFirstBank')}</p>
+          <button onClick={openDrawer} className="inline-flex items-center gap-2 px-6 py-3 bg-blue-600 text-white rounded-2xl text-sm font-black uppercase tracking-widest hover:bg-blue-700 transition-all active:scale-[0.98] shadow-lg shadow-blue-600/20">
+            <Plus size={18} /> {t('createQuestionBank')}
+          </button>
+        </div>
+      ) : filteredBanks.length === 0 ? (
+        <div className="bg-slate-50 rounded-[2rem] border-2 border-dashed border-slate-200 p-20 text-center">
+          <Search size={32} className="text-slate-300 mx-auto mb-4" />
+          <p className="text-slate-400 font-bold text-xs uppercase tracking-widest">{t('noMatchingQuestionBanks')}</p>
+          <p className="text-slate-300 text-xs mt-2">{t('tryChangingFilter')}</p>
         </div>
       ) : (
         <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4">
-          {banks.map((bank) => (
+          <AnimatePresence mode="popLayout">
-            <div 
+            {filteredBanks.map((bank) => (
+              <motion.div
                 key={bank.id}
-              className="border rounded-lg p-4 hover:shadow-md transition-shadow cursor-pointer group relative"
+                layout
+                initial={{ opacity: 0, scale: 0.95 }}
+                animate={{ opacity: 1, scale: 1 }}
+                exit={{ opacity: 0, scale: 0.95 }}
                 onClick={() => handleCardClick(bank)}
+                className="bg-white border border-slate-200 rounded-3xl p-5 shadow-sm hover:shadow-md transition-all cursor-pointer group relative overflow-hidden"
               >
-              <div className="absolute top-3 right-3 flex gap-1 opacity-0 group-hover:opacity-100 transition-opacity">
+                <div className={`absolute top-0 right-0 w-32 h-32 rounded-full blur-3xl -mr-16 -mt-16 ${
-                <button
+                  bank.status === 'PUBLISHED' ? 'bg-emerald-500/5' :
-                  onClick={(e) => { e.stopPropagation(); handleCardClick(bank); }}
+                  bank.status === 'PENDING_REVIEW' ? 'bg-amber-500/5' :
-                  className="p-1.5 text-gray-400 hover:text-blue-600 rounded-md bg-white border shadow-sm"
+                  bank.status === 'REJECTED' ? 'bg-red-500/5' : 'bg-blue-500/5'
-                  title="编辑"
+                }`} />
-                >
+
-                  <Edit2 size={14} />
+                <div className="relative z-10">
+                  <div className="flex items-start justify-between mb-3">
+                    <h3 className="font-black text-base text-slate-900 pr-8 line-clamp-1">{bank.name}</h3>
+                    <div className="flex gap-0.5 opacity-0 group-hover:opacity-100 transition-opacity absolute top-0 right-0">
+                      <button onClick={(e) => { e.stopPropagation(); handleCardClick(bank); }}
+                        className="p-1.5 text-slate-400 hover:text-blue-600 hover:bg-blue-50 rounded-xl transition-all" title={t('edit')}>
+                        <Edit2 size={13} />
                       </button>
-                <button
+                      <button onClick={(e) => handleDelete(e, bank.id, bank.name)} disabled={deletingId === bank.id}
-                  onClick={(e) => handleDelete(e, bank.id, bank.name)}
+                        className="p-1.5 text-slate-400 hover:text-red-600 hover:bg-red-50 rounded-xl transition-all disabled:opacity-50" title={t('delete')}>
-                  disabled={deletingId === bank.id}
+                        {deletingId === bank.id ? <Loader2 size={13} className="animate-spin" /> : <Trash2 size={13} />}
-                  className="p-1.5 text-gray-400 hover:text-red-600 rounded-md bg-white border shadow-sm disabled:opacity-50"
-                  title="删除"
-                >
-                  {deletingId === bank.id ? (
-                    <span className="w-3.5 h-3.5 border-2 border-red-500 border-t-transparent rounded-full animate-spin block"></span>
-                  ) : (
-                    <Trash2 size={14} />
-                  )}
                       </button>
                     </div>
-              <h3 className="font-semibold pr-16">{bank.name}</h3>
+                  </div>
-              <p className="text-sm text-gray-500 mt-1">{bank.description || '暂无描述'}</p>
+
-              <div className="flex items-center justify-between mt-3 pt-3 border-t">
+                  <p className="text-xs text-slate-500 mb-4 line-clamp-2 h-8">{bank.description || t('noDescription')}</p>
-                <span className={`text-xs px-2 py-0.5 rounded-full ${
+
-                  bank.status === 'PUBLISHED' ? 'bg-green-100 text-green-700' :
+                  <div className="flex items-center justify-between pt-3 border-t border-slate-50">
-                  bank.status === 'PENDING_REVIEW' ? 'bg-yellow-100 text-yellow-700' :
+                    <span className={`px-2.5 py-1 text-[10px] font-black uppercase tracking-widest rounded-full border ${
-                  bank.status === 'REJECTED' ? 'bg-red-100 text-red-700' :
+                      bank.status === 'PUBLISHED' ? 'bg-emerald-50 text-emerald-600 border-emerald-200/50' :
-                  'bg-gray-100 text-gray-600'
+                      bank.status === 'PENDING_REVIEW' ? 'bg-amber-50 text-amber-600 border-amber-200/50' :
+                      bank.status === 'REJECTED' ? 'bg-red-50 text-red-500 border-red-200/50' :
+                      'bg-slate-50 text-slate-500 border-slate-200/50'
                     }`}>
-                  {bank.status === 'PUBLISHED' ? '已发布' :
+                      {statusLabels[bank.status] || bank.status}
-                   bank.status === 'PENDING_REVIEW' ? '待审核' :
-                   bank.status === 'REJECTED' ? '已否决' : '草稿'}
                     </span>
-                <span className="text-xs text-gray-400">
+                    <span className="text-[10px] text-slate-400 font-medium">
-                  {new Date(bank.createdAt).toLocaleDateString()}
+                      {new Date(bank.createdAt).toLocaleDateString('zh-CN')}
                     </span>
                   </div>
                 </div>
+              </motion.div>
             ))}
+          </AnimatePresence>
         </div>
       )}
 
-      {/* Drawer */}
+      <AnimatePresence>
-      <>
         {showDrawer && (
-          <div
+          <>
-            className="fixed inset-0 bg-black/20 backdrop-blur-sm z-40 transition-opacity duration-300"
+            <motion.div initial={{ opacity: 0 }} animate={{ opacity: 1 }} exit={{ opacity: 0 }}
-            onClick={() => setShowDrawer(false)}
+              onClick={() => setShowDrawer(false)} className="fixed inset-0 bg-slate-900/40 backdrop-blur-sm z-40" />
-          />
+            <motion.div initial={{ x: '100%' }} animate={{ x: 0 }} exit={{ x: '100%' }}
-        )}
+              transition={{ type: 'spring', damping: 25, stiffness: 200 }}
-        <div
+              className="fixed right-0 top-0 h-full w-full max-w-md bg-white shadow-2xl z-50 flex flex-col">
-          className={`fixed right-0 top-0 h-full w-full max-w-md bg-white shadow-2xl z-50 transform transition-transform duration-300 ease-out ${showDrawer ? 'translate-x-0' : 'translate-x-full'}`}
+              <div className="flex items-center justify-between px-6 py-4 border-b border-slate-100">
-        >
+                <div className="flex items-center gap-3">
-          <div className="flex flex-col h-full">
+                  <div className="w-10 h-10 bg-blue-50 text-blue-600 rounded-2xl flex items-center justify-center"><Plus size={22} /></div>
-            <div className="flex items-center justify-between px-6 py-4 border-b bg-slate-50">
+                  <h2 className="text-lg font-black text-slate-900">{t('createQuestionBank')}</h2>
-              <h2 className="text-xl font-semibold text-slate-800 flex items-center gap-2">
+                </div>
-                <Plus className="w-6 h-6 text-blue-600" />
+                <button onClick={() => setShowDrawer(false)} className="p-2 text-slate-400 hover:text-slate-600 hover:bg-slate-50 rounded-xl transition-all"><XCircle size={22} /></button>
-                创建题库
-              </h2>
-              <button
-                onClick={() => setShowDrawer(false)}
-                className="p-2 text-slate-400 hover:text-slate-600 hover:bg-slate-200 rounded-full transition-colors"
-              >
-                <ChevronRight size={24} />
-              </button>
               </div>
               <div className="flex-1 overflow-y-auto p-6">
-              <form id="create-form" onSubmit={handleCreate} className="space-y-6">
+                <form id="create-form" onSubmit={handleCreate} className="space-y-5">
-                <div>
+                  <div className="space-y-1.5">
-                  <label className="block text-sm font-medium text-slate-700 mb-1">
+                    <label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2">
-                    名称 <span className="text-red-500">*</span>
+                      <BookOpen size={12} className="text-blue-500" /> {t('name')} <span className="text-red-500">*</span>
                     </label>
-                  <input
+                    <input type="text" value={formData.name} onChange={(e) => setFormData({ ...formData, name: e.target.value })}
-                    type="text"
+                      className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-blue-500/10 focus:border-blue-500/50 outline-none transition-all placeholder:text-slate-300"
-                    value={formData.name}
+                      placeholder={t('name')} required autoFocus />
-                    onChange={(e) => setFormData({...formData, name: e.target.value})}
-                    className="w-full px-4 py-3 border rounded-xl focus:outline-none focus:ring-2 focus:ring-blue-500 bg-slate-50"
-                    placeholder="输入题库名称"
-                    required
-                    autoFocus
-                  />
                   </div>
-                <div>
+                  <div className="space-y-1.5">
-                  <label className="block text-sm font-medium text-slate-700 mb-1">
+                    <label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2">
-                    描述
+                      <FileText size={12} className="text-blue-500" /> {t('description')}
                     </label>
-                  <input
+                    <input type="text" value={formData.description} onChange={(e) => setFormData({ ...formData, description: e.target.value })}
-                    type="text"
+                      className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-blue-500/10 focus:border-blue-500/50 outline-none transition-all placeholder:text-slate-300"
-                    value={formData.description}
+                      placeholder={t('description')} />
-                    onChange={(e) => setFormData({...formData, description: e.target.value})}
-                    className="w-full px-4 py-3 border rounded-xl focus:outline-none focus:ring-2 focus:ring-blue-500 bg-slate-50"
-                    placeholder="输入描述"
-                  />
                   </div>
-                <div>
+                  <div className="space-y-1.5">
-                  <label className="block text-sm font-medium text-slate-700 mb-1">
+                    <label className="text-[10px] font-black text-slate-400 uppercase tracking-widest px-1 ml-1 flex items-center gap-2">
-                    关联模板
+                      <Layers size={12} className="text-blue-500" /> {t('linkTemplate')}
                     </label>
-                  <select
+                    <select value={formData.templateId} onChange={(e) => setFormData({ ...formData, templateId: e.target.value })}
-                    value={formData.templateId}
+                      className="w-full px-5 py-4 bg-slate-50 border border-slate-200 rounded-[1.25rem] text-sm font-bold focus:ring-4 focus:ring-blue-500/10 focus:border-blue-500/50 outline-none transition-all cursor-pointer"
-                    onChange={(e) => setFormData({...formData, templateId: e.target.value})}
+                      disabled={loadingTemplates}>
-                    className="w-full px-4 py-3 border rounded-xl focus:outline-none focus:ring-2 focus:ring-blue-500 bg-slate-50"
+                      <option value="">{t('noTemplate')}</option>
-                    disabled={loadingTemplates}
+                      {templates.map((t) => <option key={t.id} value={t.id}>{t.name}</option>)}
-                  >
-                    <option value="">不选择模板</option>
-                    {templates.map(t => (
-                      <option key={t.id} value={t.id}>{t.name}</option>
-                    ))}
                     </select>
-                  {loadingTemplates && <span className="text-xs text-slate-500">加载中...</span>}
+                    {loadingTemplates && (
+                      <div className="flex items-center gap-2 px-2 py-1">
+                        <Loader2 size={12} className="animate-spin text-slate-400" />
+                        <span className="text-[10px] text-slate-400 font-medium">{t('loading')}</span>
+                      </div>
+                    )}
                   </div>
                 </form>
               </div>
-            <div className="p-6 border-t bg-slate-50">
+              <div className="p-6 border-t border-slate-100">
-              <button
+                <button type="submit" form="create-form" disabled={saving || !formData.name.trim()}
-                type="submit"
+                  className="w-full flex items-center justify-center gap-2 px-6 py-4 bg-blue-600 text-white font-black uppercase tracking-widest text-xs rounded-[1.25rem] hover:bg-blue-700 active:scale-[0.98] transition-all disabled:opacity-50 disabled:cursor-not-allowed shadow-xl shadow-blue-100">
-                form="create-form"
+                  {saving ? <Loader2 size={18} className="animate-spin" /> : <Plus size={18} />}
-                disabled={saving || !formData.name.trim()}
+                  {saving ? t('creating') : t('createQuestionBank')}
-                className="w-full flex items-center justify-center gap-2 px-6 py-3 bg-blue-600 text-white font-medium rounded-xl hover:bg-blue-700 active:scale-[0.98] transition-all disabled:opacity-50 disabled:cursor-not-allowed shadow-lg shadow-blue-600/20"
-              >
-                <Plus size={20} />
-                {saving ? '创建中...' : '创建'}
                 </button>
               </div>
-          </div>
+            </motion.div>
-        </div>
           </>
+        )}
+      </AnimatePresence>
     </div>
   );
 }

web/services/apiClient.ts

@@ -33,7 +33,7 @@ class ApiClient {
       headers['Authorization'] = `Bearer ${token}`;
     }
 
-    if (activeTenantId && activeTenantId !== 'undefined' && activeTenantId !== 'null') {
+    if (activeTenantId && activeTenantId !== 'undefined' && activeTenantId !== 'null' && activeTenantId !== 'default') {
       headers['x-tenant-id'] = activeTenantId;
     }
 

web/services/assessmentService.ts

@@ -26,6 +26,9 @@ export interface AssessmentState {
     status?: 'IN_PROGRESS' | 'COMPLETED';
     report?: string;
     finalScore?: number;
+    passed?: boolean;
+    dimensionScores?: Record<string, number>;
+    radarData?: Record<string, number>;
 }
 
 export interface Certificate {
@@ -139,8 +142,8 @@ export class AssessmentService {
         return data;
     }
 
-    async exportPdf(sessionId: string): Promise<{ filename: string; content: string }> {
+    async exportPdf(sessionId: string): Promise<{ filename: string; buffer: string }> {
-        const { data } = await apiClient.get<{ filename: string; content: string }>(`/assessment/${sessionId}/export/pdf`);
+        const { data } = await apiClient.get<{ filename: string; buffer: string }>(`/assessment/${sessionId}/export/pdf`);
         return data;
     }
 

web/services/questionBankService.ts

@@ -17,6 +17,8 @@ export interface QuestionBankItem {
   questionType: 'SHORT_ANSWER' | 'MULTIPLE_CHOICE' | 'TRUE_FALSE';
   options?: string[] | null;
   correctAnswer?: string | null;
+  judgment?: string | null;
+  followupHints?: string[] | null;
   keyPoints: string[];
   difficulty: 'STANDARD' | 'ADVANCED' | 'SPECIALIST';
   dimension: 'PROMPT' | 'LLM' | 'IDE' | 'DEV_PATTERN' | 'WORK_CAPABILITY';

web/types.ts

@@ -332,6 +332,12 @@ export interface TenantMember {
 }
 
 // Assessment Template Types
+export interface AssessmentDimension {
+  name: string;
+  label: string;
+  weight: number;
+}
+
 export interface AssessmentTemplate {
   id: string;
   name: string;
@@ -343,6 +349,10 @@ export interface AssessmentTemplate {
   knowledgeBaseId?: string;
   knowledgeGroupId?: string;
   knowledgeGroup?: KnowledgeGroup;
+  dimensions?: AssessmentDimension[];
+  passingScore?: number;
+  totalTimeLimit?: number;
+  perQuestionTimeLimit?: number;
   isActive: boolean;
   version: number;
   creatorId: string;
@@ -359,6 +369,10 @@ export interface CreateTemplateData {
   style?: string;
   knowledgeBaseId?: string;
   knowledgeGroupId?: string;
+  dimensions?: AssessmentDimension[];
+  passingScore?: number;
+  totalTimeLimit?: number;
+  perQuestionTimeLimit?: number;
 }
 
 export interface UpdateTemplateData extends Partial<CreateTemplateData> {

web/utils/translations.ts

@@ -636,6 +636,12 @@ export const translations = {
     style: "风格要求",
     createTemplate: "创建模板",
     editTemplate: "编辑模板",
+    templateDimensions: "评估维度",
+    dimensionName: "维度名称",
+    dimensionLabel: "维度标签",
+    dimensionWeight: "权重",
+    addDimension: "添加维度",
+    removeDimension: "删除",
 
     allNotes: "所有笔记",
     filterNotesPlaceholder: "筛选笔记...",
@@ -813,7 +819,7 @@ export const translations = {
     questionBasis: "出题依据",
     viewBasis: "查看依据",
     hideBasis: "隐藏依据",
-    verified: "已验证",
+    verified: "合格",
     fail: "失败",
     comprehensiveMasteryReport: "综合能力报告",
     newAssessmentSession: "新评测会话",
@@ -828,6 +834,8 @@ export const translations = {
     deleteAssessmentSuccess: "评测记录已成功删除",
     deleteAssessmentFailed: '删除评估记录失败',
     view: '查看',
+    exportAssessmentFailed: '导出评估报告失败',
+    cannotResumeInProgress: '此评估进行中，无法恢复查看',
 
     // Plugins
     pluginTitle: "插件中心",
@@ -933,6 +941,74 @@ export const translations = {
     allFormats: "所有格式支持",
     visualVision: "视觉识别",
     releaseToIngest: "释放以注入",
+
+    // Question Bank Management
+    questionBankManagement: "题库管理",
+    questionBankManagementDesc: "管理和创建评测题库",
+    createQuestionBank: "创建题库",
+    searchQuestionBanksPlaceholder: "搜索题库名称或描述...",
+    noQuestionBanks: "暂无题库",
+    noMatchingQuestionBanks: "未找到匹配的题库",
+    createFirstBank: "点击上方按钮创建第一个题库",
+    totalBanks: "总题库",
+    pendingReview: "待审核",
+    rejected: "已否决",
+    draft: "草稿",
+    published: "已发布",
+    description: "描述",
+    linkTemplate: "关联模板",
+    noTemplate: "不选择模板",
+    tryChangingFilter: "尝试修改筛选条件",
+
+    // Question Bank Detail
+    backToBankList: "返回题库列表",
+    invalidBankId: "无效的题库ID",
+    questionList: "题目列表",
+    addQuestion: "添加题目",
+    noQuestions: "暂无题目",
+    noQuestionsDesc: "点击上方按钮添加或使用 AI 生成",
+    editQuestion: "编辑题目",
+    addQuestionTitle: "添加题目",
+    gradingPoints: "评分要点",
+    questionContent: "题目内容",
+    questionType: "题型",
+    shortAnswer: "简答题",
+    multipleChoice: "选择题",
+    trueFalse: "判断题",
+    advanced: "进阶",
+    specialist: "专家",
+    standard: "标准",
+    dimension: "维度",
+    basis: "依据：",
+    submitForReview: "提交审核",
+    approve: "审核通过",
+    republish: "重新发布",
+    aiGenerate: "AI生成",
+    aiGenerateTitle: "AI 生成题目",
+    generateCount: "生成数量",
+    knowledgeBaseContentOptional: "知识库内容（可选）",
+    generate: "生成",
+    generating: "生成中...",
+
+    // Question Bank Toasts
+    questionBankCreated: "题库已创建",
+    questionBankDeleteFailed: "删除失败",
+    questionAdded: "题目已添加",
+    questionUpdated: "题目已更新",
+    questionDeleted: "题目已删除",
+    bankSubmittedForReview: "题库已提交审核",
+    bankApproved: "题库已审核通过",
+    bankRepublished: "题库已重新发布",
+    questionApproved: "题目已通过审核",
+    questionReturned: "题目已退回",
+    generatedQuestions: "成功生成 $1 道题目",
+
+    // Question Bank Confirm
+    confirmDeleteBank: "确定要删除题库「$1」吗？此操作不可恢复。",
+    confirmDeleteQuestion: "确定要删除这道题目吗？",
+    confirmSubmitReview: "确定要提交审核吗？提交后将进入待审核状态。",
+    confirmApproveBank: "确定要审核通过此题库吗？",
+    confirmRepublishBank: "确定要重新发布此题库吗？",
   },
   en: {
     aiCommandsError: "An error occurred",
@@ -1573,6 +1649,12 @@ export const translations = {
     style: "Style Requirements",
     createTemplate: "Create Template",
     editTemplate: "Edit Template",
+    templateDimensions: "Evaluation Dimensions",
+    dimensionName: "Dimension Name",
+    dimensionLabel: "Label",
+    dimensionWeight: "Weight",
+    addDimension: "Add Dimension",
+    removeDimension: "Remove",
 
     allNotes: "All Notes",
     filterNotesPlaceholder: "Filter notes...",
@@ -1750,7 +1832,7 @@ export const translations = {
     questionBasis: "Question Basis",
     viewBasis: "View Basis",
     hideBasis: "Hide Basis",
-    verified: "Verified",
+    verified: "Qualified",
     fail: "Fail",
     comprehensiveMasteryReport: "Comprehensive Mastery Report",
     newAssessmentSession: "New Assessment Session",
@@ -1765,6 +1847,8 @@ export const translations = {
     deleteAssessmentSuccess: "Assessment record deleted successfully",
     deleteAssessmentFailed: 'Failed to delete assessment record',
     view: 'View',
+    exportAssessmentFailed: 'Failed to export assessment report',
+    cannotResumeInProgress: 'Assessment in progress, cannot view',
 
     // Plugins
     pluginTitle: "Plugin Store",
@@ -1877,6 +1961,74 @@ export const translations = {
     allFormats: "All Formats Supported",
     visualVision: "Visual Recognition",
     releaseToIngest: "Release to Ingest",
+
+    // Question Bank Management
+    questionBankManagement: "Question Bank Management",
+    questionBankManagementDesc: "Manage and create assessment question banks",
+    createQuestionBank: "Create Question Bank",
+    searchQuestionBanksPlaceholder: "Search bank name or description...",
+    noQuestionBanks: "No question banks",
+    noMatchingQuestionBanks: "No matching question banks found",
+    createFirstBank: "Click the button above to create your first bank",
+    totalBanks: "Total Banks",
+    pendingReview: "Pending Review",
+    rejected: "Rejected",
+    draft: "Draft",
+    published: "Published",
+    description: "Description",
+    linkTemplate: "Linked Template",
+    noTemplate: "No template",
+    tryChangingFilter: "Try changing the filter criteria",
+
+    // Question Bank Detail
+    backToBankList: "Back to Bank List",
+    invalidBankId: "Invalid question bank ID",
+    questionList: "Question List",
+    addQuestion: "Add Question",
+    noQuestions: "No questions",
+    noQuestionsDesc: "Click the button above to add or use AI to generate",
+    editQuestion: "Edit Question",
+    addQuestionTitle: "Add Question",
+    gradingPoints: "Scoring Points",
+    questionContent: "Question Content",
+    questionType: "Question Type",
+    shortAnswer: "Short Answer",
+    multipleChoice: "Multiple Choice",
+    trueFalse: "True/False",
+    advanced: "Advanced",
+    specialist: "Specialist",
+    standard: "Standard",
+    dimension: "Dimension",
+    basis: "Basis:",
+    submitForReview: "Submit for Review",
+    approve: "Approve",
+    republish: "Republish",
+    aiGenerate: "AI Generate",
+    aiGenerateTitle: "AI Generate Questions",
+    generateCount: "Generation Count",
+    knowledgeBaseContentOptional: "Knowledge Base Content (optional)",
+    generate: "Generate",
+    generating: "Generating...",
+
+    // Question Bank Toasts
+    questionBankCreated: "Question bank created",
+    questionBankDeleteFailed: "Delete failed",
+    questionAdded: "Question added",
+    questionUpdated: "Question updated",
+    questionDeleted: "Question deleted",
+    bankSubmittedForReview: "Bank submitted for review",
+    bankApproved: "Bank approved",
+    bankRepublished: "Bank republished",
+    questionApproved: "Question approved",
+    questionReturned: "Question returned",
+    generatedQuestions: "Successfully generated $1 questions",
+
+    // Question Bank Confirm
+    confirmDeleteBank: "Are you sure you want to delete \"$1\"? This cannot be undone.",
+    confirmDeleteQuestion: "Are you sure you want to delete this question?",
+    confirmSubmitReview: "Submit this bank for review? It will enter pending review status.",
+    confirmApproveBank: "Approve this question bank?",
+    confirmRepublishBank: "Republish this question bank?",
   },
   ja: {
     aiCommandsError: "エラーが発生しました",
@@ -2610,6 +2762,13 @@ export const translations = {
     style: "スタイル要件",
     createTemplate: "テンプレートを作成",
     editTemplate: "テンプレートを編集",
+    templateDimensions: "評価ディメンション",
+    dimensionName: "ディメンション名",
+    dimensionLabel: "ラベル",
+    dimensionWeight: "重み",
+    addDimension: "ディメンションを追加",
+    removeDimension: "削除",
+
     allNotes: "すべてのノート",
     filterNotesPlaceholder: "ノートをフィルタリング...",
     startWritingPlaceholder: "書き始める...",
@@ -2688,7 +2847,7 @@ export const translations = {
     questionBasis: "出題の根拠",
     viewBasis: "根拠を表示",
     hideBasis: "根拠を非表示",
-    verified: "検証済み",
+    verified: "合格",
     fail: "失敗",
     comprehensiveMasteryReport: "包括的習熟度レポート",
     newAssessmentSession: "新しいアセスメントセッション",
@@ -2703,6 +2862,8 @@ export const translations = {
     deleteAssessmentSuccess: "評価記録が正常に削除されました",
     deleteAssessmentFailed: 'アセスメント記録の削除に失敗しました',
     view: '表示',
+    exportAssessmentFailed: '評価レポートのエクスポートに失敗しました',
+    cannotResumeInProgress: '評価進行中、表示できません',
 
     // Plugins
     pluginTitle: "プラグインストア",
@@ -2817,5 +2978,73 @@ export const translations = {
     allFormats: "すべてのフォーマット対応",
     visualVision: "視覚認識",
     releaseToIngest: "離して取り込む",
+
+    // Question Bank Management
+    questionBankManagement: "問題バンク管理",
+    questionBankManagementDesc: "評価問題バンクの管理と作成",
+    createQuestionBank: "問題バンクを作成",
+    searchQuestionBanksPlaceholder: "バンク名または説明を検索...",
+    noQuestionBanks: "問題バンクがありません",
+    noMatchingQuestionBanks: "一致する問題バンクが見つかりません",
+    createFirstBank: "上のボタンをクリックして最初の問題バンクを作成",
+    totalBanks: "総バンク数",
+    pendingReview: "審査待ち",
+    rejected: "却下",
+    draft: "下書き",
+    published: "公開済み",
+    description: "説明",
+    linkTemplate: "関連テンプレート",
+    noTemplate: "テンプレートなし",
+    tryChangingFilter: "フィルター条件を変更してみてください",
+
+    // Question Bank Detail
+    backToBankList: "問題バンクリストに戻る",
+    invalidBankId: "無効な問題バンクID",
+    questionList: "問題リスト",
+    addQuestion: "問題を追加",
+    noQuestions: "問題がありません",
+    noQuestionsDesc: "上のボタンをクリックして追加するか、AIで生成してください",
+    editQuestion: "問題を編集",
+    addQuestionTitle: "問題を追加",
+    gradingPoints: "採点ポイント",
+    questionContent: "問題内容",
+    questionType: "問題タイプ",
+    shortAnswer: "記述式",
+    multipleChoice: "選択式",
+    trueFalse: "正誤式",
+    advanced: "上級",
+    specialist: "専門家",
+    standard: "標準",
+    dimension: "ディメンション",
+    basis: "根拠：",
+    submitForReview: "審査を依頼",
+    approve: "承認",
+    republish: "再公開",
+    aiGenerate: "AI生成",
+    aiGenerateTitle: "AI問題生成",
+    generateCount: "生成数",
+    knowledgeBaseContentOptional: "ナレッジベース内容（任意）",
+    generate: "生成",
+    generating: "生成中...",
+
+    // Question Bank Toasts
+    questionBankCreated: "問題バンクが作成されました",
+    questionBankDeleteFailed: "削除に失敗しました",
+    questionAdded: "問題が追加されました",
+    questionUpdated: "問題が更新されました",
+    questionDeleted: "問題が削除されました",
+    bankSubmittedForReview: "バンクが審査に提出されました",
+    bankApproved: "バンクが承認されました",
+    bankRepublished: "バンクが再公開されました",
+    questionApproved: "問題が承認されました",
+    questionReturned: "問題が差し戻されました",
+    generatedQuestions: "$1問の問題を生成しました",
+
+    // Question Bank Confirm
+    confirmDeleteBank: "「$1」を削除してもよろしいですか？この操作は元に戻せません。",
+    confirmDeleteQuestion: "この問題を削除してもよろしいですか？",
+    confirmSubmitReview: "審査に提出しますか？審査待ち状態になります。",
+    confirmApproveBank: "この問題バンクを承認しますか？",
+    confirmRepublishBank: "この問題バンクを再公開しますか？",
   },
 };