diff --git a/src/modules/ai-job/ai-job.module.ts b/src/modules/ai-job/ai-job.module.ts
index 6653a16..08949ff 100644
--- a/src/modules/ai-job/ai-job.module.ts
+++ b/src/modules/ai-job/ai-job.module.ts
@@ -34,6 +34,8 @@ import { ReviewCardGenerationSnapshotBuilder } from './review-card-generation-sn
 import { ReviewCardGenerationExecutor } from './review-card-generation-executor';
 import { ReviewCardGenerationValidator } from './review-card-generation-validator';
 import { ReviewCardGenerationProjector } from './review-card-generation-projector';
+import { QuizGenerationRegistrationService } from './quiz-generation-registration.service';
+import { QuizGenerationSnapshotBuilder } from './quiz-generation-snapshot-builder';
 import {
   FeynmanBusinessValidator,
   FeynmanReferenceValidator,
@@ -76,6 +78,8 @@ import { AppConfigModule } from '../config/config.module';
     ReviewCardGenerationExecutor,
     ReviewCardGenerationValidator,
     ReviewCardGenerationProjector,
+    QuizGenerationRegistrationService,
+    QuizGenerationSnapshotBuilder,
     { provide: RESULT_PROJECTORS, useFactory: (synthetic: SyntheticResultProjector, activeRecall: ActiveRecallProjector, feynman: FeynmanProjector, reviewCard: ReviewCardGenerationProjector) => [synthetic, activeRecall, feynman, reviewCard], inject: [SyntheticResultProjector, ActiveRecallProjector, FeynmanProjector, ReviewCardGenerationProjector] } as any,
     { provide: AI_JOB_EXECUTION_ENGINE, useExisting: AiJobExecutionEngineImpl },
   ],
diff --git a/src/modules/ai-job/quiz-generation-job-definition.ts b/src/modules/ai-job/quiz-generation-job-definition.ts
new file mode 100644
index 0000000..71e7e1c
--- /dev/null
+++ b/src/modules/ai-job/quiz-generation-job-definition.ts
@@ -0,0 +1,76 @@
+import type { JobDefinition } from './job-definition.types';
+
+/**
+ * M-AI-07-02: Quiz Generation Job Definition（冻结）
+ *
+ * 对应迁移契约 docs/architecture/m-ai-07-quiz-generation-migration-contract.md
+ *
+ * 字段取值来源：
+ * - promptKey: quiz-generation（契约 §5.1 — 当前由外部 Runtime 管理，M-AI-07-03 内联）
+ * - modelTier: primary（契约 A5 — 从硬编码 deepseek-chat 迁移到 ModelRouter）
+ * - queueName: ai-interactive（Quiz 生成为用户交互请求）
+ * - input.schemaVersion: quiz-generation-v1
+ * - output.schemaVersion: quiz-generation-v1
+ * - timeoutMs: 180000（3min，生成题目比评估更耗时）
+ * - maxRetries: 3
+ * - domain: generation
+ */
+
+export const QUIZ_GENERATION_JOB_DEFINITION: JobDefinition = {
+  jobType: 'quiz_generation',
+
+  metadata: {
+    label: 'Quiz Generation',
+    description:
+      'Generate quiz questions from knowledge base content. ' +
+      'Creates choice, fill-in-the-blank, and true/false questions ' +
+      'with options, answers, and explanations.',
+    domain: 'generation',
+    version: '1.0.0',
+  },
+
+  queue: {
+    queueName: 'ai-interactive',
+    defaultPriority: 0,
+  },
+
+  execution: {
+    timeoutMs: 180_000,
+    maxRetries: 3,
+    retryBackoff: { type: 'exponential', delay: 1000 },
+    cancellable: true,
+    abortStrategy: 'fail',
+  },
+
+  input: {
+    schemaVersion: 'quiz-generation-v1',
+  },
+
+  output: {
+    schemaVersion: 'quiz-generation-v1',
+  },
+
+  prompt: {
+    promptKey: 'quiz-generation',
+    promptVersion: '1.0.0',
+  },
+
+  model: {
+    modelTier: 'primary',
+    modelProvider: 'deepseek',
+    modelName: 'deepseek-v4-pro',  // ModelRouter primary tier (model-router.ts:25)
+    maxTokens: 4096,
+  },
+
+  credential: {
+    allowedModes: ['platform_key'],
+    defaultMode: 'platform_key',
+  },
+
+  projectorKey: 'quiz_generation_projector',
+
+  security: {
+    contentSafetyCheck: true,
+    outputRedaction: false,
+  },
+};
diff --git a/src/modules/ai-job/quiz-generation-registration.service.spec.ts b/src/modules/ai-job/quiz-generation-registration.service.spec.ts
new file mode 100644
index 0000000..b25b117
--- /dev/null
+++ b/src/modules/ai-job/quiz-generation-registration.service.spec.ts
@@ -0,0 +1,294 @@
+import { Test, TestingModule } from '@nestjs/testing';
+import { NotFoundException, ForbiddenException, BadRequestException } from '@nestjs/common';
+import { JobDefinitionRegistry, DuplicateJobTypeError } from './job-definition-registry';
+import { QuizGenerationRegistrationService } from './quiz-generation-registration.service';
+import { QUIZ_GENERATION_JOB_DEFINITION } from './quiz-generation-job-definition';
+import { QuizGenerationSnapshotBuilder } from './quiz-generation-snapshot-builder';
+import { PrismaService } from '../../infrastructure/database/prisma.service';
+
+// ═══════════════════════════════════════════════════════════════════════════
+// QuizGenerationRegistrationService
+// ═══════════════════════════════════════════════════════════════════════════
+
+describe('QuizGenerationRegistrationService', () => {
+  let registry: JobDefinitionRegistry;
+
+  beforeEach(async () => {
+    const module: TestingModule = await Test.createTestingModule({
+      providers: [JobDefinitionRegistry, QuizGenerationRegistrationService],
+    }).compile();
+    registry = module.get(JobDefinitionRegistry);
+  });
+
+  describe('Definition 注册', () => {
+    it('Registry 注册成功', async () => {
+      const module = await Test.createTestingModule({
+        providers: [JobDefinitionRegistry, QuizGenerationRegistrationService],
+      }).compile();
+      await module.init();
+
+      const reg = module.get(JobDefinitionRegistry);
+      const def = reg.get('quiz_generation');
+      expect(def).toBeDefined();
+      expect(def.jobType).toBe('quiz_generation');
+      expect(def.queue.queueName).toBe('ai-interactive');
+      expect(def.metadata.domain).toBe('generation');
+    });
+
+    it('重复注册失败', async () => {
+      const module = await Test.createTestingModule({
+        providers: [JobDefinitionRegistry, QuizGenerationRegistrationService],
+      }).compile();
+      await module.init();
+      const reg = module.get(JobDefinitionRegistry);
+      expect(() => reg.register(QUIZ_GENERATION_JOB_DEFINITION)).toThrow(DuplicateJobTypeError);
+    });
+  });
+
+  describe('Definition 字段验证', () => {
+    it('jobType 格式合法', () => {
+      expect(QUIZ_GENERATION_JOB_DEFINITION.jobType).toMatch(/^[a-z][a-z0-9_]{1,63}$/);
+    });
+    it('queueName = ai-interactive', () => {
+      expect(QUIZ_GENERATION_JOB_DEFINITION.queue.queueName).toBe('ai-interactive');
+    });
+    it('modelTier = primary', () => {
+      expect(QUIZ_GENERATION_JOB_DEFINITION.model.modelTier).toBe('primary');
+    });
+    it('promptKey = quiz-generation', () => {
+      expect(QUIZ_GENERATION_JOB_DEFINITION.prompt.promptKey).toBe('quiz-generation');
+    });
+    it('timeoutMs in range', () => {
+      expect(QUIZ_GENERATION_JOB_DEFINITION.execution.timeoutMs).toBeGreaterThanOrEqual(1000);
+      expect(QUIZ_GENERATION_JOB_DEFINITION.execution.timeoutMs).toBeLessThanOrEqual(600000);
+    });
+    it('projectorKey set', () => {
+      expect(QUIZ_GENERATION_JOB_DEFINITION.projectorKey).toBe('quiz_generation_projector');
+    });
+  });
+});
+
+// ═══════════════════════════════════════════════════════════════════════════
+// QuizGenerationSnapshotBuilder
+// ═══════════════════════════════════════════════════════════════════════════
+
+describe('QuizGenerationSnapshotBuilder', () => {
+  let builder: QuizGenerationSnapshotBuilder;
+  let prisma: any;
+  let registry: any;
+
+  const mockKb = {
+    id: 'kb-001',
+    userId: 'u-001',
+    title: 'Test KB',
+    description: 'A test knowledge base',
+    deletedAt: null,
+    status: 'active',
+  };
+
+  const mockItems = [
+    { id: 'ki-1', title: 'Item 1', content: 'Content of item 1', summary: 'Summary 1' },
+    { id: 'ki-2', title: 'Item 2', content: 'Content of item 2', summary: 'Summary 2' },
+    { id: 'ki-3', title: 'Item 3', content: 'C'.repeat(2500), summary: 'Summary 3' },
+  ];
+
+  beforeEach(async () => {
+    prisma = {
+      knowledgeBase: { findUnique: jest.fn() },
+      knowledgeItem: { findMany: jest.fn() },
+    };
+    registry = { get: jest.fn().mockReturnValue(QUIZ_GENERATION_JOB_DEFINITION) };
+
+    const module: TestingModule = await Test.createTestingModule({
+      providers: [
+        QuizGenerationSnapshotBuilder,
+        { provide: PrismaService, useValue: prisma },
+        { provide: JobDefinitionRegistry, useValue: registry },
+      ],
+    }).compile();
+
+    builder = module.get(QuizGenerationSnapshotBuilder);
+    jest.spyOn(require('@nestjs/common').Logger.prototype, 'log').mockImplementation(() => {});
+  });
+
+  describe('build', () => {
+    it('构建有效快照', async () => {
+      prisma.knowledgeBase.findUnique.mockResolvedValue(mockKb);
+      prisma.knowledgeItem.findMany.mockResolvedValue(mockItems);
+
+      const snapshot = await builder.build({
+        userId: 'u-001',
+        targetType: 'knowledge_base',
+        targetId: 'kb-001',
+        submissionId: 'sub-001',
+        questionCount: 3,
+        questionTypes: ['choice', 'judge'],
+        difficultyLevel: 'medium',
+      });
+
+      expect(snapshot.schemaVersion).toBe('quiz-generation-v1');
+      expect(snapshot.snapshot.userId).toBe('u-001');
+      expect(snapshot.snapshot.questionCount).toBe(3);
+      expect(snapshot.snapshot.questionTypes).toEqual(['choice', 'judge']);
+      expect(snapshot.snapshot.difficultyLevel).toBe('medium');
+      expect(snapshot.snapshot.knowledgeItems).toHaveLength(3);
+      expect(snapshot.snapshot.promptKey).toBe('quiz-generation');
+      expect(snapshot.snapshot.modelTier).toBe('primary');
+    });
+
+    it('prompt/model 值来自 Definition（单一事实来源）', async () => {
+      prisma.knowledgeBase.findUnique.mockResolvedValue(mockKb);
+      prisma.knowledgeItem.findMany.mockResolvedValue([mockItems[0]]);
+      registry.get.mockReturnValue({
+        ...QUIZ_GENERATION_JOB_DEFINITION,
+        prompt: { promptKey: 'custom-quiz', promptVersion: '2.0' },
+      });
+
+      const snapshot = await builder.build({
+        userId: 'u-001',
+        targetType: 'knowledge_base',
+        targetId: 'kb-001',
+        submissionId: 'sub-001',
+      });
+
+      expect(snapshot.snapshot.promptKey).toBe('custom-quiz');
+      expect(snapshot.snapshot.promptVersion).toBe('2.0');
+    });
+
+    it('默认值：questionCount=5, types=全类型, difficulty=medium', async () => {
+      prisma.knowledgeBase.findUnique.mockResolvedValue(mockKb);
+      prisma.knowledgeItem.findMany.mockResolvedValue([mockItems[0]]);
+
+      const snapshot = await builder.build({
+        userId: 'u-001',
+        targetType: 'knowledge_base',
+        targetId: 'kb-001',
+        submissionId: 'sub-001',
+      });
+
+      expect(snapshot.snapshot.questionCount).toBe(5);
+      expect(snapshot.snapshot.questionTypes).toEqual(['choice', 'fill', 'judge']);
+      expect(snapshot.snapshot.difficultyLevel).toBe('medium');
+    });
+
+    it('content 截断到 2000 字符', async () => {
+      prisma.knowledgeBase.findUnique.mockResolvedValue(mockKb);
+      prisma.knowledgeItem.findMany.mockResolvedValue([mockItems[2]]); // 2500 chars
+
+      const snapshot = await builder.build({
+        userId: 'u-001',
+        targetType: 'knowledge_base',
+        targetId: 'kb-001',
+        submissionId: 'sub-001',
+      });
+
+      expect(snapshot.snapshot.knowledgeItems[0].content.length).toBeLessThanOrEqual(2000);
+    });
+
+    it('knowledgeBase 不存在 → NotFoundException', async () => {
+      prisma.knowledgeBase.findUnique.mockResolvedValue(null);
+      await expect(
+        builder.build({ userId: 'u-001', targetType: 'knowledge_base', targetId: 'kb-missing', submissionId: 'sub-001' }),
+      ).rejects.toThrow(NotFoundException);
+    });
+
+    it('knowledgeBase 已删除 → NotFoundException', async () => {
+      prisma.knowledgeBase.findUnique.mockResolvedValue({ ...mockKb, deletedAt: new Date() });
+      await expect(
+        builder.build({ userId: 'u-001', targetType: 'knowledge_base', targetId: 'kb-001', submissionId: 'sub-001' }),
+      ).rejects.toThrow(NotFoundException);
+    });
+
+    it('跨用户拒绝 → ForbiddenException', async () => {
+      prisma.knowledgeBase.findUnique.mockResolvedValue({ ...mockKb, userId: 'u-other' });
+      await expect(
+        builder.build({ userId: 'u-001', targetType: 'knowledge_base', targetId: 'kb-001', submissionId: 'sub-001' }),
+      ).rejects.toThrow(ForbiddenException);
+    });
+
+    it('非 knowledge_base targetType → BadRequestException', async () => {
+      await expect(
+        builder.build({ userId: 'u-001', targetType: 'knowledge_item', targetId: 'ki-1', submissionId: 'sub-001' }),
+      ).rejects.toThrow(BadRequestException);
+    });
+
+    it('非法 questionCount → BadRequestException', async () => {
+      await expect(
+        builder.build({ userId: 'u-001', targetType: 'knowledge_base', targetId: 'kb-001', submissionId: 'sub-001', questionCount: 0 }),
+      ).rejects.toThrow(BadRequestException);
+      await expect(
+        builder.build({ userId: 'u-001', targetType: 'knowledge_base', targetId: 'kb-001', submissionId: 'sub-001', questionCount: 51 }),
+      ).rejects.toThrow(BadRequestException);
+    });
+
+    it('非法 questionTypes → BadRequestException', async () => {
+      await expect(
+        builder.build({ userId: 'u-001', targetType: 'knowledge_base', targetId: 'kb-001', submissionId: 'sub-001', questionTypes: ['essay' as any] }),
+      ).rejects.toThrow(BadRequestException);
+    });
+
+    it('非法 difficultyLevel → BadRequestException', async () => {
+      await expect(
+        builder.build({ userId: 'u-001', targetType: 'knowledge_base', targetId: 'kb-001', submissionId: 'sub-001', difficultyLevel: 'extreme' }),
+      ).rejects.toThrow(BadRequestException);
+    });
+
+    it('空知识库 → BadRequestException', async () => {
+      prisma.knowledgeBase.findUnique.mockResolvedValue(mockKb);
+      prisma.knowledgeItem.findMany.mockResolvedValue([]);
+      await expect(
+        builder.build({ userId: 'u-001', targetType: 'knowledge_base', targetId: 'kb-001', submissionId: 'sub-001' }),
+      ).rejects.toThrow(BadRequestException);
+    });
+
+    it('Snapshot 不含敏感字段', async () => {
+      prisma.knowledgeBase.findUnique.mockResolvedValue(mockKb);
+      prisma.knowledgeItem.findMany.mockResolvedValue([mockItems[0]]);
+
+      const snapshot = await builder.build({
+        userId: 'u-001', targetType: 'knowledge_base', targetId: 'kb-001', submissionId: 'sub-001',
+      });
+
+      const serialized = JSON.stringify(snapshot);
+      expect(serialized).not.toContain('Authorization');
+      expect(serialized).not.toContain('JWT');
+      expect(serialized).not.toContain('apiKey');
+      expect(serialized).not.toContain('api_key');
+      expect(serialized).not.toContain('password');
+      expect(serialized).not.toContain('DATABASE_URL');
+    });
+  });
+
+  describe('computeHash', () => {
+    it('相同输入 → 相同 hash', async () => {
+      prisma.knowledgeBase.findUnique.mockResolvedValue(mockKb);
+      prisma.knowledgeItem.findMany.mockResolvedValue([mockItems[0]]);
+
+      const s1 = await builder.build({ userId: 'u-001', targetType: 'knowledge_base', targetId: 'kb-001', submissionId: 'sub-001' });
+      const s2 = await builder.build({ userId: 'u-001', targetType: 'knowledge_base', targetId: 'kb-001', submissionId: 'sub-001' });
+
+      expect(builder.computeHash(s1)).toBe(builder.computeHash(s2));
+    });
+
+    it('不同输入 → 不同 hash', async () => {
+      prisma.knowledgeBase.findUnique.mockResolvedValue(mockKb);
+      prisma.knowledgeItem.findMany.mockResolvedValueOnce([mockItems[0]]);
+      const s1 = await builder.build({ userId: 'u-001', targetType: 'knowledge_base', targetId: 'kb-001', submissionId: 'sub-001' });
+
+      prisma.knowledgeItem.findMany.mockResolvedValueOnce([mockItems[0], mockItems[1]]);
+      const s2 = await builder.build({ userId: 'u-001', targetType: 'knowledge_base', targetId: 'kb-001', submissionId: 'sub-002' });
+
+      expect(builder.computeHash(s1)).not.toBe(builder.computeHash(s2));
+    });
+
+    it('hash 长度 16，hex 格式', async () => {
+      prisma.knowledgeBase.findUnique.mockResolvedValue(mockKb);
+      prisma.knowledgeItem.findMany.mockResolvedValue([mockItems[0]]);
+      const snapshot = await builder.build({ userId: 'u-001', targetType: 'knowledge_base', targetId: 'kb-001', submissionId: 'sub-001' });
+
+      const hash = builder.computeHash(snapshot);
+      expect(hash).toHaveLength(16);
+      expect(hash).toMatch(/^[0-9a-f]{16}$/);
+    });
+  });
+});
diff --git a/src/modules/ai-job/quiz-generation-registration.service.ts b/src/modules/ai-job/quiz-generation-registration.service.ts
new file mode 100644
index 0000000..8e9f4f8
--- /dev/null
+++ b/src/modules/ai-job/quiz-generation-registration.service.ts
@@ -0,0 +1,28 @@
+import { Injectable, Logger, OnModuleInit } from '@nestjs/common';
+import { JobDefinitionRegistry, DuplicateJobTypeError } from './job-definition-registry';
+import { QUIZ_GENERATION_JOB_DEFINITION } from './quiz-generation-job-definition';
+
+@Injectable()
+export class QuizGenerationRegistrationService implements OnModuleInit {
+  private readonly logger = new Logger(QuizGenerationRegistrationService.name);
+
+  constructor(private readonly registry: JobDefinitionRegistry) {}
+
+  onModuleInit(): void {
+    try {
+      this.registry.register(QUIZ_GENERATION_JOB_DEFINITION);
+      this.logger.log(
+        `Quiz Generation Job Definition registered: ` +
+        `jobType="${QUIZ_GENERATION_JOB_DEFINITION.jobType}" ` +
+        `queue="${QUIZ_GENERATION_JOB_DEFINITION.queue.queueName}" ` +
+        `timeout=${QUIZ_GENERATION_JOB_DEFINITION.execution.timeoutMs}ms`,
+      );
+    } catch (err: unknown) {
+      if (err instanceof DuplicateJobTypeError) {
+        this.logger.log('Quiz Generation Definition already registered (dual process)');
+      } else {
+        throw err;
+      }
+    }
+  }
+}
diff --git a/src/modules/ai-job/quiz-generation-snapshot-builder.ts b/src/modules/ai-job/quiz-generation-snapshot-builder.ts
new file mode 100644
index 0000000..fd3357d
--- /dev/null
+++ b/src/modules/ai-job/quiz-generation-snapshot-builder.ts
@@ -0,0 +1,267 @@
+import { Injectable, Logger, NotFoundException, ForbiddenException, BadRequestException } from '@nestjs/common';
+import * as crypto from 'crypto';
+import { PrismaService } from '../../infrastructure/database/prisma.service';
+import { JobDefinitionRegistry } from './job-definition-registry';
+
+/**
+ * M-AI-07-02: Quiz Generation Snapshot Builder
+ *
+ * 为统一 Job Engine 构建 Quiz 生成输入快照。
+ *
+ * 契约依据：docs/architecture/m-ai-07-quiz-generation-migration-contract.md §5
+ *
+ * 职责：
+ * 1. 校验 knowledgeBase 存在且属于当前用户
+ * 2. 加载知识点列表（限制数量 + 截断内容长度）
+ * 3. 规范化 questionCount / questionTypes / difficultyLevel
+ * 4. 从 JobDefinitionRegistry 读取 prompt/model 配置
+ * 5. 构建版本化、最小化、脱敏的快照
+ * 6. 计算稳定的 contentHash
+ *
+ * 禁止：
+ * - 存储 JWT / API Key / Cookie / PII
+ * - 存储完整知识库未筛选内容
+ * - 存储其他用户内容
+ * - 将随机值或时间加入 hash
+ *
+ * Snapshot Schema（quiz-generation-v1）：
+ *   userId, targetType, targetId, submissionId,
+ *   knowledgeBaseTitle/Description, knowledgeItems (truncated),
+ *   questionCount, questionTypes, difficultyLevel, knowledgePointIds,
+ *   promptKey, promptVersion, modelTier,
+ *   inputSchemaVersion, outputSchemaVersion, createdAt
+ */
+
+const SNAPSHOT_SCHEMA_VERSION = 'quiz-generation-v1';
+
+/** 允许的题型（契约 §4.1） */
+const VALID_QUESTION_TYPES = ['choice', 'fill', 'judge'] as const;
+
+/** 允许的难度级别 */
+const VALID_DIFFICULTY_LEVELS = ['easy', 'medium', 'hard'] as const;
+
+/** 题目数量范围 */
+const MIN_QUESTION_COUNT = 1;
+const MAX_QUESTION_COUNT = 50;
+
+/** 知识点内容截断长度 */
+const MAX_ITEM_CONTENT_LENGTH = 2000;
+/** 知识点最大加载数量 */
+const MAX_KNOWLEDGE_ITEMS = 50;
+
+export interface QuizGenerationSnapshot {
+  schemaVersion: string;
+  snapshot: {
+    userId: string;
+    targetType: string;
+    targetId: string;
+    submissionId: string;
+    knowledgeBaseTitle: string;
+    knowledgeBaseDescription: string | null;
+    knowledgeItems: Array<{
+      id: string;
+      title: string;
+      content: string;       // truncated to MAX_ITEM_CONTENT_LENGTH
+      summary: string;
+    }>;
+    questionCount: number;
+    questionTypes: string[];
+    difficultyLevel: string;
+    knowledgePointIds: string[];
+    promptKey: string;
+    promptVersion: string;
+    modelTier: string;
+    inputSchemaVersion: string;
+    outputSchemaVersion: string;
+    createdAt: string;       // ISO8601 normalized to second
+  };
+}
+
+export interface QuizGenerationSnapshotInput {
+  userId: string;
+  targetType: string;
+  targetId: string;
+  submissionId: string;
+  questionCount?: number;
+  questionTypes?: string[];
+  difficultyLevel?: string;
+  knowledgePointIds?: string[];
+}
+
+@Injectable()
+export class QuizGenerationSnapshotBuilder {
+  private readonly logger = new Logger(QuizGenerationSnapshotBuilder.name);
+
+  constructor(
+    private readonly prisma: PrismaService,
+    private readonly registry: JobDefinitionRegistry,
+  ) {}
+
+  /**
+   * 构建 Quiz 生成输入快照。
+   *
+   * @param input - 快照构建参数
+   * @returns 版本化、脱敏的快照对象
+   *
+   * @throws NotFoundException  knowledgeBase 不存在
+   * @throws ForbiddenException knowledgeBase 不属于当前用户
+   * @throws BadRequestException 参数非法
+   */
+  async build(input: QuizGenerationSnapshotInput): Promise<QuizGenerationSnapshot> {
+    // 1. 从 Registry 读取配置（单一事实来源）
+    const def = this.registry.get('quiz_generation');
+
+    // 2. 校验 targetType
+    if (input.targetType !== 'knowledge_base') {
+      throw new BadRequestException(
+        `quiz_generation requires targetType="knowledge_base", got "${input.targetType}"`,
+      );
+    }
+
+    // 3. 规范化参数（在 DB 查询前，fail-fast）
+    const questionCount = this.normalizeQuestionCount(input.questionCount);
+    const questionTypes = this.normalizeQuestionTypes(input.questionTypes);
+    const difficultyLevel = this.normalizeDifficultyLevel(input.difficultyLevel);
+    const knowledgePointIds = input.knowledgePointIds ?? [];
+
+    // 4. 加载并校验 knowledgeBase
+    const kb = await this.prisma.knowledgeBase.findUnique({
+      where: { id: input.targetId },
+    });
+    if (!kb || kb.deletedAt) {
+      throw new NotFoundException(`KnowledgeBase ${input.targetId} not found`);
+    }
+    if (kb.userId !== input.userId) {
+      throw new ForbiddenException(
+        `KnowledgeBase ${input.targetId} does not belong to user ${input.userId}`,
+      );
+    }
+
+    // 5. 加载知识点（限制数量 + 截断内容）
+    const where: any = {
+      knowledgeBaseId: input.targetId,
+      deletedAt: null,
+      status: 'active',
+    };
+    if (knowledgePointIds.length > 0) {
+      where.id = { in: knowledgePointIds };
+    }
+
+    const items = await this.prisma.knowledgeItem.findMany({
+      where,
+      select: {
+        id: true,
+        title: true,
+        content: true,
+        summary: true,
+      },
+      orderBy: { orderIndex: 'asc' },
+      take: MAX_KNOWLEDGE_ITEMS,
+    });
+
+    if (items.length === 0) {
+      throw new BadRequestException(
+        'Knowledge base has no active knowledge items',
+      );
+    }
+
+    // 截断内容（最小化快照）
+    const knowledgeItems = items.map((item) => ({
+      id: item.id,
+      title: item.title,
+      content: (item.content ?? '').slice(0, MAX_ITEM_CONTENT_LENGTH),
+      summary: item.summary ?? '',
+    }));
+
+    // 6. 构建快照
+    const now = new Date();
+    const snapshot: QuizGenerationSnapshot = {
+      schemaVersion: SNAPSHOT_SCHEMA_VERSION,
+      snapshot: {
+        userId: input.userId,
+        targetType: input.targetType,
+        targetId: input.targetId,
+        submissionId: input.submissionId,
+        knowledgeBaseTitle: kb.title,
+        knowledgeBaseDescription: kb.description ?? null,
+        knowledgeItems,
+        questionCount,
+        questionTypes,
+        difficultyLevel,
+        knowledgePointIds,
+        promptKey: def.prompt.promptKey,
+        promptVersion: def.prompt.promptVersion,
+        modelTier: def.model.modelTier,
+        inputSchemaVersion: SNAPSHOT_SCHEMA_VERSION,
+        outputSchemaVersion: def.output.schemaVersion,
+        createdAt: now.toISOString().replace(/\.\d{3}Z$/, 'Z'),
+      },
+    };
+
+    this.logger.log(
+      `Built Quiz Generation snapshot for kb=${input.targetId} ` +
+      `userId=${input.userId} items=${knowledgeItems.length} ` +
+      `questionCount=${questionCount} types=${questionTypes.join(',')} ` +
+      `difficulty=${difficultyLevel}`,
+    );
+
+    return snapshot;
+  }
+
+  /**
+   * 计算快照的 contentHash（SHA256 前 16 字符）。
+   */
+  computeHash(snapshot: QuizGenerationSnapshot): string {
+    const serialized = JSON.stringify(
+      snapshot.snapshot,
+      Object.keys(snapshot.snapshot).sort(),
+    );
+    return crypto
+      .createHash('sha256')
+      .update(serialized)
+      .digest('hex')
+      .substring(0, 16);
+  }
+
+  // ── Private Helpers ──
+
+  private normalizeQuestionCount(raw?: number): number {
+    if (raw == null) return 5; // default
+    if (!Number.isInteger(raw) || raw < MIN_QUESTION_COUNT) {
+      throw new BadRequestException(
+        `questionCount must be >= ${MIN_QUESTION_COUNT}, got ${raw}`,
+      );
+    }
+    if (raw > MAX_QUESTION_COUNT) {
+      throw new BadRequestException(
+        `questionCount must be <= ${MAX_QUESTION_COUNT}, got ${raw}`,
+      );
+    }
+    return raw;
+  }
+
+  private normalizeQuestionTypes(raw?: string[]): string[] {
+    if (!raw || raw.length === 0) {
+      return ['choice', 'fill', 'judge']; // default: all types
+    }
+    const invalid = raw.filter((t) => !(VALID_QUESTION_TYPES as readonly string[]).includes(t));
+    if (invalid.length > 0) {
+      throw new BadRequestException(
+        `Invalid question types: ${invalid.join(', ')}. ` +
+        `Allowed: ${VALID_QUESTION_TYPES.join(', ')}`,
+      );
+    }
+    return [...new Set(raw)]; // dedup
+  }
+
+  private normalizeDifficultyLevel(raw?: string): string {
+    if (!raw) return 'medium';
+    if (!(VALID_DIFFICULTY_LEVELS as readonly string[]).includes(raw)) {
+      throw new BadRequestException(
+        `Invalid difficultyLevel "${raw}". ` +
+        `Allowed: ${VALID_DIFFICULTY_LEVELS.join(', ')}`,
+      );
+    }
+    return raw;
+  }
+}