diff --git a/prisma/schema.prisma b/prisma/schema.prisma
index f364564..139edc5 100644
--- a/prisma/schema.prisma
+++ b/prisma/schema.prisma
@@ -480,6 +480,7 @@ model FocusItem {
   suggestion       String?   @db.Text
   priority         String    @default("normal") @db.VarChar(32)
   status           String    @default("open") @db.VarChar(32)
+  source           String?   @db.VarChar(32)
   masteryScore     Int?
   dueAt            DateTime?
   completedAt      DateTime?
@@ -509,6 +510,7 @@ model ReviewCard {
   easeFactor      Decimal   @default(2.50) @db.Decimal(4, 2)
   repetitionCount Int       @default(0)
   lapseCount      Int       @default(0)
+  scheduleState   String?   @db.VarChar(16)
   createdAt       DateTime  @default(now())
   updatedAt       DateTime  @updatedAt
   deletedAt       DateTime?
@@ -1330,3 +1332,42 @@ model NotificationTemplate {
 
   @@index([type])
 }
+
+model LearningGoal {
+  id                String   @id @default(cuid())
+  userId            String   @unique
+  dailyCardTarget   Int      @default(10)
+  dailyMinuteTarget Int      @default(30)
+  weeklyCardTarget  Int      @default(50)
+  favoriteSubject   String?  @db.VarChar(100)
+  createdAt         DateTime @default(now())
+  updatedAt         DateTime @updatedAt
+}
+
+model StreakRecord {
+  id         String   @id @default(cuid())
+  userId     String
+  streakType String   @db.VarChar(32)
+  length     Int      @default(0)
+  startDate  DateTime
+  endDate    DateTime
+  createdAt  DateTime @default(now())
+
+  @@index([userId])
+  @@index([streakType])
+}
+
+model LearningStats {
+  id              String   @id @default(cuid())
+  userId          String
+  date            DateTime
+  totalCards      Int      @default(0)
+  reviewedCards   Int      @default(0)
+  newCards        Int      @default(0)
+  totalMinutes    Int      @default(0)
+  avgMasteryScore Decimal? @db.Decimal(5, 2)
+  createdAt       DateTime @default(now())
+
+  @@unique([userId, date])
+  @@index([userId])
+}
diff --git a/src/common/events/daily-goal-achieved.event.ts b/src/common/events/daily-goal-achieved.event.ts
new file mode 100644
index 0000000..eb575c2
--- /dev/null
+++ b/src/common/events/daily-goal-achieved.event.ts
@@ -0,0 +1,13 @@
+import { BaseDomainEvent } from './base-domain.event';
+
+export class DailyGoalAchievedEvent extends BaseDomainEvent {
+  readonly eventType = 'growth.daily-goal.achieved';
+
+  constructor(
+    public readonly userId: string,
+    public readonly date: string,
+    public readonly cardCount: number,
+  ) {
+    super();
+  }
+}
diff --git a/src/common/events/streak-updated.event.ts b/src/common/events/streak-updated.event.ts
new file mode 100644
index 0000000..aa69dac
--- /dev/null
+++ b/src/common/events/streak-updated.event.ts
@@ -0,0 +1,13 @@
+import { BaseDomainEvent } from './base-domain.event';
+
+export class StreakUpdatedEvent extends BaseDomainEvent {
+  readonly eventType = 'growth.streak.updated';
+
+  constructor(
+    public readonly userId: string,
+    public readonly currentStreak: number,
+    public readonly longestStreak: number,
+  ) {
+    super();
+  }
+}
diff --git a/src/modules/active-recall/active-recall.module.ts b/src/modules/active-recall/active-recall.module.ts
index 48960d4..4240e76 100644
--- a/src/modules/active-recall/active-recall.module.ts
+++ b/src/modules/active-recall/active-recall.module.ts
@@ -1,11 +1,12 @@
 import { Module } from '@nestjs/common';
 import { AiModule } from '../ai/ai.module';
+import { AiAnalysisModule } from '../ai-analysis/ai-analysis.module';
 import { ActiveRecallController } from './active-recall.controller';
 import { ActiveRecallService } from './active-recall.service';
 import { ActiveRecallRepository } from './active-recall.repository';
 
 @Module({
-  imports: [AiModule],
+  imports: [AiModule, AiAnalysisModule],
   controllers: [ActiveRecallController],
   providers: [ActiveRecallService, ActiveRecallRepository],
   exports: [ActiveRecallService],
diff --git a/src/modules/active-recall/active-recall.service.ts b/src/modules/active-recall/active-recall.service.ts
index c0caad3..22e03f9 100644
--- a/src/modules/active-recall/active-recall.service.ts
+++ b/src/modules/active-recall/active-recall.service.ts
@@ -1,6 +1,6 @@
 import { Injectable, Logger, NotFoundException } from '@nestjs/common';
 import { ActiveRecallRepository } from './active-recall.repository';
-import { ActiveRecallAnalysisWorkflow } from '../ai/workflows/active-recall-analysis.workflow';
+import { AiAnalysisService } from '../ai-analysis/ai-analysis.service';
 import type { PaginationDto } from '../../common/dto/pagination.dto';
 
 @Injectable()
@@ -9,7 +9,7 @@ export class ActiveRecallService {
 
   constructor(
     private readonly repository: ActiveRecallRepository,
-    private readonly analysisWorkflow: ActiveRecallAnalysisWorkflow,
+    private readonly analysisService: AiAnalysisService,
   ) {}
 
   async findByUserId(userId: string, pagination: PaginationDto) {
@@ -22,23 +22,19 @@ export class ActiveRecallService {
 
     const answer = await this.repository.createAnswer(userId, questionId, body);
 
-    // Fire-and-forget: answer is saved, analysis runs async
-    void this.runAnalysis(answer.id, userId, question.questionText, body.answerText);
+    // Queue AI analysis via BullMQ (worker publishes event + generates FocusItems)
+    try {
+      await this.analysisService.analyze(userId, {
+        questionText: question.questionText,
+        knowledgeItemContent: '', // worker picks up content from the analysis workflow
+        userAnswer: body.answerText,
+        answerId: answer.id,
+      });
+      this.logger.log(`AI analysis queued for answer ${answer.id}`);
+    } catch (err: any) {
+      this.logger.error(`Failed to queue analysis for answer ${answer.id}: ${err.message}`);
+    }
 
     return answer;
   }
-
-  private async runAnalysis(answerId: string, userId: string, questionText: string, userAnswer: string) {
-    try {
-      const result = await this.analysisWorkflow.execute({
-        userId,
-        questionText,
-        knowledgeItemContent: '',
-        userAnswer,
-      });
-      this.logger.log(`Analysis complete for answer ${answerId}: score=${result.score}`);
-    } catch (err: any) {
-      this.logger.error(`Analysis failed for answer ${answerId}: ${err.message}`);
-    }
-  }
 }
diff --git a/src/modules/focus-items/focus-items.repository.ts b/src/modules/focus-items/focus-items.repository.ts
index 251d72b..5d18e0e 100644
--- a/src/modules/focus-items/focus-items.repository.ts
+++ b/src/modules/focus-items/focus-items.repository.ts
@@ -26,6 +26,8 @@ export class FocusItemsRepository {
     reason?: string;
     suggestion?: string;
     priority?: string;
+    status?: string;
+    source?: string;
     knowledgeBaseId?: string;
     knowledgeItemId?: string;
   }) {
@@ -36,7 +38,8 @@ export class FocusItemsRepository {
         reason: data.reason ?? '',
         suggestion: data.suggestion ?? '',
         priority: data.priority ?? 'normal',
-        status: 'open',
+        status: data.status ?? 'open',
+        source: data.source ?? null,
         knowledgeBaseId: data.knowledgeBaseId ?? null,
         knowledgeItemId: data.knowledgeItemId ?? null,
       },
diff --git a/src/modules/learning-activity/growth.service.ts b/src/modules/learning-activity/growth.service.ts
index ac7b753..cb59705 100644
--- a/src/modules/learning-activity/growth.service.ts
+++ b/src/modules/learning-activity/growth.service.ts
@@ -1,11 +1,16 @@
-import { Injectable, Logger } from '@nestjs/common';
+import { Injectable, Logger, Optional } from '@nestjs/common';
 import { PrismaService } from '../../infrastructure/database/prisma.service';
+import { EventBusService } from '../../common/event-bus/event-bus.service';
+import { StreakUpdatedEvent } from '../../common/events/streak-updated.event';
 
 @Injectable()
 export class GrowthService {
   private readonly logger = new Logger(GrowthService.name);
 
-  constructor(private readonly prisma: PrismaService) {}
+  constructor(
+    private readonly prisma: PrismaService,
+    @Optional() private readonly eventBus?: EventBusService,
+  ) {}
 
   /** Calculate streak from daily activity */
   async getStreak(userId: string): Promise<{ currentStreak: number; longestStreak: number }> {
@@ -24,6 +29,7 @@ export class GrowthService {
       const d = new Date(a.activityDate).toISOString().slice(0, 10);
       if (!seen.has(d)) { seen.add(d); dates.push(d); }
     }
+
     let currentStreak = dates.length > 0 ? 1 : 0;
     let longestStreak = currentStreak;
     let streak = currentStreak;
@@ -38,11 +44,14 @@ export class GrowthService {
       } else if (diffDays === 0) {
         // same day, skip
       } else {
-        streak = 1;
+        break; // gap found — stop counting current streak
       }
     }
     currentStreak = streak;
 
+    // Publish event for downstream consumers
+    try { this.eventBus?.publish(new StreakUpdatedEvent(userId, currentStreak, longestStreak)); } catch {}
+
     return { currentStreak, longestStreak };
   }
 
@@ -50,9 +59,9 @@ export class GrowthService {
   async getRecommendations(userId: string): Promise<{ type: string; title: string; reason: string }[]> {
     const recommendations: { type: string; title: string; reason: string }[] = [];
 
-    // Find pending focus items
+    // Find open focus items
     const focusCount = await this.prisma.focusItem.count({
-      where: { userId, status: 'pending' },
+      where: { userId, status: 'open' },
     });
 
     if (focusCount > 0) {
diff --git a/src/modules/review/admin-review.controller.ts b/src/modules/review/admin-review.controller.ts
new file mode 100644
index 0000000..62e3678
--- /dev/null
+++ b/src/modules/review/admin-review.controller.ts
@@ -0,0 +1,46 @@
+import { Controller, Get, Query, UseGuards } from '@nestjs/common';
+import { ApiTags, ApiBearerAuth, ApiOperation, ApiQuery } from '@nestjs/swagger';
+import { PrismaService } from '../../infrastructure/database/prisma.service';
+import { AdminAuthGuard } from '../../common/guards/admin-auth.guard';
+import { AdminRolesGuard } from '../../common/guards/admin-roles.guard';
+
+@ApiTags('admin-review')
+@ApiBearerAuth()
+@Controller('admin-api/reviews')
+@UseGuards(AdminAuthGuard, AdminRolesGuard)
+export class AdminReviewController {
+  constructor(private readonly prisma: PrismaService) {}
+
+  @Get()
+  @ApiOperation({ summary: '复习卡片列表（Admin）' })
+  @ApiQuery({ name: 'search', required: false })
+  @ApiQuery({ name: 'status', required: false })
+  @ApiQuery({ name: 'page', required: false })
+  @ApiQuery({ name: 'limit', required: false })
+  async list(
+    @Query('search') search?: string,
+    @Query('status') status?: string,
+    @Query('page') page?: string,
+    @Query('limit') limit?: string,
+  ) {
+    const take = Math.min(Number(limit) || 20, 100);
+    const skip = (Math.max(Number(page) || 1, 1) - 1) * take;
+    const where: any = {};
+    if (status) where.status = status;
+    if (search) {
+      where.frontText = { contains: search };
+    }
+
+    const [items, total] = await Promise.all([
+      this.prisma.reviewCard.findMany({
+        where,
+        orderBy: { createdAt: 'desc' },
+        take,
+        skip,
+      }),
+      this.prisma.reviewCard.count({ where }),
+    ]);
+
+    return { items, total };
+  }
+}
diff --git a/src/modules/review/review-card.subscriber.ts b/src/modules/review/review-card.subscriber.ts
new file mode 100644
index 0000000..53ad1ec
--- /dev/null
+++ b/src/modules/review/review-card.subscriber.ts
@@ -0,0 +1,52 @@
+import { Injectable, Logger } from '@nestjs/common';
+import { OnEvent } from '@nestjs/event-emitter';
+import { ReviewService } from './review.service';
+
+@Injectable()
+export class ReviewCardSubscriber {
+  private readonly logger = new Logger(ReviewCardSubscriber.name);
+
+  constructor(private readonly reviewService: ReviewService) {}
+
+  @OnEvent('ai.analysis.completed')
+  async handleAIAnalysisCompleted(payload: {
+    userId: string;
+    jobId: string;
+    sessionId?: string;
+    answerId?: string;
+    type: string;
+    score?: number;
+    analysis?: Record<string, any>;
+  }) {
+    const { userId } = payload;
+    this.logger.log(
+      `Received ai.analysis.completed user=${userId} job=${payload.jobId} score=${payload.score}`,
+    );
+
+    if (!payload.analysis) return;
+
+    try {
+      const a = payload.analysis;
+      const weaknesses = (a.weaknesses || []).join('；');
+      const strengths = (a.strengths || []).join('；');
+      const summary = a.summary || '';
+
+      if (!weaknesses && !strengths) return;
+
+      const title = summary ? summary.slice(0, 80) : 'AI 分析结果';
+      const content = `摘要：${summary}\n\n掌握点：${strengths}\n\n薄弱点：${weaknesses}`;
+
+      await this.reviewService.generateCards(userId, {
+        knowledgeItemTitle: title,
+        knowledgeItemContent: content,
+        cardCount: Math.min(3, Math.max(1, (a.weaknesses?.length || 1))),
+      });
+
+      this.logger.log(
+        `Generated review cards from analysis job=${payload.jobId} for user=${userId}`,
+      );
+    } catch (err: any) {
+      this.logger.error(`Failed to generate review cards from analysis: ${err.message}`);
+    }
+  }
+}
diff --git a/src/modules/review/review.module.ts b/src/modules/review/review.module.ts
index 05528b4..f790eb4 100644
--- a/src/modules/review/review.module.ts
+++ b/src/modules/review/review.module.ts
@@ -3,11 +3,13 @@ import { AiModule } from '../ai/ai.module';
 import { ReviewController } from './review.controller';
 import { ReviewService } from './review.service';
 import { ReviewRepository } from './review.repository';
+import { ReviewCardSubscriber } from './review-card.subscriber';
+import { AdminReviewController } from './admin-review.controller';
 
 @Module({
   imports: [AiModule],
-  controllers: [ReviewController],
-  providers: [ReviewService, ReviewRepository],
+  controllers: [ReviewController, AdminReviewController],
+  providers: [ReviewService, ReviewRepository, ReviewCardSubscriber],
   exports: [ReviewService],
 })
 export class ReviewModule {}
diff --git a/src/modules/review/review.repository.ts b/src/modules/review/review.repository.ts
index 6f8e2bb..ba9f268 100644
--- a/src/modules/review/review.repository.ts
+++ b/src/modules/review/review.repository.ts
@@ -32,6 +32,7 @@ export class ReviewRepository {
     easeFactor?: number;
     repetitionCount?: number;
     lapseCount?: number;
+    scheduleState?: string;
     nextReviewAt?: Date;
   }) {
     return this.prisma.reviewCard.create({ data });
@@ -41,8 +42,10 @@ export class ReviewRepository {
     status?: string;
     nextReviewAt?: Date;
     intervalDays?: number;
+    easeFactor?: number;
     repetitionCount?: number;
     lapseCount?: number;
+    scheduleState?: string;
   }) {
     await this.prisma.reviewCard.update({ where: { id }, data });
   }
diff --git a/src/modules/review/review.service.ts b/src/modules/review/review.service.ts
index 7ebebfe..9c848d0 100644
--- a/src/modules/review/review.service.ts
+++ b/src/modules/review/review.service.ts
@@ -59,7 +59,7 @@ export class ReviewService {
     });
 
     await this.reviewRepository.updateCard(id, {
-      status: 'active', nextReviewAt, intervalDays, repetitionCount, lapseCount,
+      status: 'active', nextReviewAt, intervalDays, easeFactor, repetitionCount, lapseCount, scheduleState,
     });
 
     return { log, nextReviewAt, scheduleState, intervalDays };
@@ -89,6 +89,7 @@ export class ReviewService {
         easeFactor: EASE_FACTOR_DEFAULT,
         repetitionCount: 0,
         lapseCount: 0,
+        scheduleState: 'new',
         nextReviewAt: new Date(),
       });
       savedCards.push(saved);
diff --git a/src/workers/ai-analysis.worker.ts b/src/workers/ai-analysis.worker.ts
index 05885e0..892ee21 100644
--- a/src/workers/ai-analysis.worker.ts
+++ b/src/workers/ai-analysis.worker.ts
@@ -88,7 +88,7 @@ export class AiAnalysisWorker extends WorkerHost {
               knowledgeBaseId: result.knowledgeBaseId || 'unknown',
               title: w,
               source: 'ai-analysis',
-              status: 'pending',
+              status: 'open',
             });
           } catch {}
         }
diff --git a/test/mocks/prisma.mock.ts b/test/mocks/prisma.mock.ts
index f38f6dc..2b23f4b 100644
--- a/test/mocks/prisma.mock.ts
+++ b/test/mocks/prisma.mock.ts
@@ -96,6 +96,7 @@ const modelNames = [
   'chatSession', 'chatMessage', 'chatCitation',
   'artifact', 'learningGoal', 'streakRecord',
   'notificationPreference', 'pushToken', 'notificationTemplate',
+  'learningGoal', 'streakRecord', 'learningStats',
 ]
 
 for (const name of modelNames) {