diff --git a/src/modules/ai-job/ai-job-execution-engine.spec.ts b/src/modules/ai-job/ai-job-execution-engine.spec.ts
index 8efb40a..c64ea5f 100644
--- a/src/modules/ai-job/ai-job-execution-engine.spec.ts
+++ b/src/modules/ai-job/ai-job-execution-engine.spec.ts
@@ -12,6 +12,8 @@ import { FeynmanBusinessValidator, FeynmanReferenceValidator } from './feynman-v
 import { FeynmanObservabilityService } from './feynman-observability.service';
 import { ReviewCardGenerationExecutor } from './review-card-generation-executor';
 import { ReviewCardGenerationValidator } from './review-card-generation-validator';
+import { QuizGenerationExecutor } from './quiz-generation-executor';
+import { QuizGenerationValidator } from './quiz-generation-validator';
 import { PrismaService } from '../../infrastructure/database/prisma.service';
 import { JobLockConflictError, JobAlreadyTerminalError } from './ai-job.errors';
 
@@ -92,6 +94,8 @@ describe('AiJobExecutionEngineImpl', () => {
         { provide: FeynmanReferenceValidator, useValue: { validate: jest.fn() } },
         { provide: ReviewCardGenerationExecutor, useValue: { execute: jest.fn() } },
         { provide: ReviewCardGenerationValidator, useValue: { validate: jest.fn() } },
+        { provide: QuizGenerationExecutor, useValue: { execute: jest.fn() } },
+        { provide: QuizGenerationValidator, useValue: { validate: jest.fn() } },
         { provide: ActiveRecallObservabilityService, useValue: {
           incrementUnifiedExecuteSuccess: jest.fn(),
           incrementUnifiedExecuteFailed: jest.fn(),
diff --git a/src/modules/ai-job/ai-job-execution-engine.ts b/src/modules/ai-job/ai-job-execution-engine.ts
index 12d5519..205decb 100644
--- a/src/modules/ai-job/ai-job-execution-engine.ts
+++ b/src/modules/ai-job/ai-job-execution-engine.ts
@@ -16,8 +16,12 @@ import { ReviewCardGenerationValidator } from './review-card-generation-validato
 import type { ActiveRecallSnapshot } from './active-recall-snapshot-builder';
 import type { FeynmanSnapshot } from './feynman-snapshot-builder';
 import type { ReviewCardGenerationSnapshot } from './review-card-generation-snapshot-builder';
+import type { QuizGenerationSnapshot } from './quiz-generation-snapshot-builder';
 import type { FeynmanEvaluationResult } from '../ai/prompts/schemas/feynman-evaluation.schema';
 import type { ReviewCardGenerationResult } from '../ai/prompts/schemas/review-card-generation.schema';
+import type { QuizGenerationResult } from '../ai/prompts/schemas/quiz-generation.schema';
+import { QuizGenerationExecutor } from './quiz-generation-executor';
+import { QuizGenerationValidator } from './quiz-generation-validator';
 import {
   AiJobExecutionEngine,
   EngineJobContext,
@@ -94,6 +98,8 @@ export class AiJobExecutionEngineImpl implements AiJobExecutionEngine {
     private readonly feynmanReferenceValidator: FeynmanReferenceValidator,
     private readonly reviewCardExecutor: ReviewCardGenerationExecutor,
     private readonly reviewCardValidator: ReviewCardGenerationValidator,
+    private readonly quizExecutor: QuizGenerationExecutor,
+    private readonly quizValidator: QuizGenerationValidator,
     private readonly observability: ActiveRecallObservabilityService,
     private readonly feynmanObs: FeynmanObservabilityService,
   ) {}
@@ -242,6 +248,26 @@ export class AiJobExecutionEngineImpl implements AiJobExecutionEngine {
             );
             throw validationErr;
           }
+        } else if (job.jobType === 'quiz_generation' && snapshot) {
+          // M-AI-07-03: Quiz Generation Executor
+          const quizSnapshot = snapshot as unknown as QuizGenerationSnapshot;
+          response = await this.quizExecutor.execute(quizSnapshot, timeoutMs);
+          parsedOutput = response.parsed;
+
+          this.logger.log(
+            `Quiz Executor completed: job=${aiJobId} ` +
+            `questions=${(parsedOutput as any)?.questions?.length}`,
+          );
+
+          // ── M-AI-07-03: 输出验证 ──
+          try {
+            this.quizValidator.validate(parsedOutput as QuizGenerationResult);
+          } catch (validationErr: any) {
+            this.logger.warn(
+              `Quiz validation failed for job=${aiJobId}: ${validationErr.message}`,
+            );
+            throw validationErr;
+          }
         } else {
           // 默认路径：直接调用 AiGateway（synthetic_job 等）
           response = await this.aiGateway.generate(
diff --git a/src/modules/ai-job/ai-job.module.ts b/src/modules/ai-job/ai-job.module.ts
index 08949ff..c2cb447 100644
--- a/src/modules/ai-job/ai-job.module.ts
+++ b/src/modules/ai-job/ai-job.module.ts
@@ -36,6 +36,8 @@ import { ReviewCardGenerationValidator } from './review-card-generation-validato
 import { ReviewCardGenerationProjector } from './review-card-generation-projector';
 import { QuizGenerationRegistrationService } from './quiz-generation-registration.service';
 import { QuizGenerationSnapshotBuilder } from './quiz-generation-snapshot-builder';
+import { QuizGenerationExecutor } from './quiz-generation-executor';
+import { QuizGenerationValidator } from './quiz-generation-validator';
 import {
   FeynmanBusinessValidator,
   FeynmanReferenceValidator,
@@ -80,6 +82,8 @@ import { AppConfigModule } from '../config/config.module';
     ReviewCardGenerationProjector,
     QuizGenerationRegistrationService,
     QuizGenerationSnapshotBuilder,
+    QuizGenerationExecutor,
+    QuizGenerationValidator,
     { 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-executor.spec.ts b/src/modules/ai-job/quiz-generation-executor.spec.ts
new file mode 100644
index 0000000..d0e3b73
--- /dev/null
+++ b/src/modules/ai-job/quiz-generation-executor.spec.ts
@@ -0,0 +1,221 @@
+import { Test, TestingModule } from '@nestjs/testing';
+import { QuizGenerationExecutor } from './quiz-generation-executor';
+import { QuizGenerationValidator } from './quiz-generation-validator';
+import { AiGatewayService } from '../ai/gateway/ai-gateway.service';
+import { BusinessValidationError } from './active-recall-validator';
+
+// ═══════════════════════════════════════════════════════════════
+// Helpers
+// ═══════════════════════════════════════════════════════════════
+
+function validSnapshot() {
+  return {
+    schemaVersion: 'quiz-generation-v1',
+    snapshot: {
+      userId: 'u-001',
+      targetType: 'knowledge_base',
+      targetId: 'kb-001',
+      submissionId: 'sub-001',
+      knowledgeBaseTitle: 'Test KB',
+      knowledgeBaseDescription: 'A test kb',
+      knowledgeItems: [
+        { id: 'ki-1', title: 'Item 1', content: 'Content 1', summary: 'S1' },
+        { id: 'ki-2', title: 'Item 2', content: 'Content 2', summary: 'S2' },
+      ],
+      questionCount: 3,
+      questionTypes: ['choice', 'judge'],
+      difficultyLevel: 'medium',
+      knowledgePointIds: [],
+      promptKey: 'quiz-generation',
+      promptVersion: '1.0.0',
+      modelTier: 'primary',
+      inputSchemaVersion: 'quiz-generation-v1',
+      outputSchemaVersion: 'quiz-generation-v1',
+      createdAt: '2026-06-22T10:00:00Z',
+    },
+  };
+}
+
+function validOutput() {
+  return {
+    quizTitle: 'Test Quiz',
+    quizDescription: 'A test quiz',
+    questions: [
+      { type: 'choice' as const, stem: 'Q1?', options: ['A', 'B', 'C', 'D'], answer: '0', explanation: 'Because A' },
+      { type: 'judge' as const, stem: 'Q2?', answer: 'true', explanation: 'Correct' },
+      { type: 'fill' as const, stem: 'Q3: ____ is the answer.', answer: '42', explanation: 'The answer is 42' },
+    ],
+  };
+}
+
+// ═══════════════════════════════════════════════════════════════
+// QuizGenerationExecutor
+// ═══════════════════════════════════════════════════════════════
+
+describe('QuizGenerationExecutor', () => {
+  let executor: QuizGenerationExecutor;
+  let gateway: any;
+
+  beforeEach(async () => {
+    gateway = { generate: jest.fn() };
+    const module: TestingModule = await Test.createTestingModule({
+      providers: [
+        QuizGenerationExecutor,
+        { provide: AiGatewayService, useValue: gateway },
+      ],
+    }).compile();
+    executor = module.get(QuizGenerationExecutor);
+  });
+
+  describe('execute', () => {
+    it('通过 AiGateway 调用并返回结构化输出', async () => {
+      gateway.generate.mockResolvedValue({ parsed: validOutput(), usage: { inputTokens: 500, outputTokens: 400 } });
+      const result = await executor.execute(validSnapshot(), 180000);
+      expect(result.parsed.questions).toHaveLength(3);
+      expect(result.parsed.quizTitle).toBe('Test Quiz');
+      expect(gateway.generate).toHaveBeenCalledTimes(1);
+    });
+
+    it('使用 quiz-generation prompt + primary tier', async () => {
+      gateway.generate.mockResolvedValue({ parsed: validOutput(), usage: {} });
+      await executor.execute(validSnapshot(), 180000);
+      const call = gateway.generate.mock.calls[0][0];
+      expect(call.feature).toBe('quiz-generation');
+      expect(call.tier).toBe('primary');
+      expect(call.promptKey).toBe('quiz-generation');
+      expect(call.promptVersion).toBe('1.0.0');
+    });
+
+    it('user message 包含知识点内容', async () => {
+      gateway.generate.mockResolvedValue({ parsed: validOutput(), usage: {} });
+      await executor.execute(validSnapshot(), 180000);
+      const msg = gateway.generate.mock.calls[0][0].messages[0].content;
+      expect(msg).toContain('Test KB');
+      expect(msg).toContain('Item 1');
+      expect(msg).toContain('Content 1');
+      expect(msg).toContain('生成 3 道测验题目');
+      expect(msg).toContain('choice、judge');
+      expect(msg).toContain('medium');
+    });
+
+    it('传递 maxTokens + timeoutMs', async () => {
+      gateway.generate.mockResolvedValue({ parsed: validOutput(), usage: {} });
+      await executor.execute(validSnapshot(), 120000);
+      expect(gateway.generate.mock.calls[0][0].maxTokens).toBe(4096);
+      expect(gateway.generate.mock.calls[1]?.[1]).toBeUndefined(); // timeout is second arg
+    });
+
+    it('Provider 失败 → 错误传播', async () => {
+      gateway.generate.mockRejectedValue(new Error('AI timeout'));
+      await expect(executor.execute(validSnapshot(), 180000)).rejects.toThrow('AI timeout');
+    });
+  });
+});
+
+// ═══════════════════════════════════════════════════════════════
+// QuizGenerationValidator
+// ═══════════════════════════════════════════════════════════════
+
+describe('QuizGenerationValidator', () => {
+  let validator: QuizGenerationValidator;
+
+  beforeEach(async () => {
+    const module: TestingModule = await Test.createTestingModule({
+      providers: [QuizGenerationValidator],
+    }).compile();
+    validator = module.get(QuizGenerationValidator);
+  });
+
+  describe('正常输出', () => {
+    it('合法输出验证通过', () => {
+      expect(() => validator.validate(validOutput())).not.toThrow();
+    });
+  });
+
+  describe('结构错误', () => {
+    it('空 questions → 拒绝', () => {
+      expect(() => validator.validate({ quizTitle: 'T', questions: [] }))
+        .toThrow(BusinessValidationError);
+    });
+    it('questions 非数组 → 拒绝', () => {
+      expect(() => validator.validate({ quizTitle: 'T', questions: null as any }))
+        .toThrow(BusinessValidationError);
+    });
+    it('quizTitle 为空 → 拒绝', () => {
+      expect(() => validator.validate({ quizTitle: '', questions: [validOutput().questions[0]] }))
+        .toThrow(BusinessValidationError);
+    });
+  });
+
+  describe('题型验证', () => {
+    it('非法 type → 拒绝', () => {
+      const q = { type: 'essay' as any, stem: 'Q', answer: 'A', explanation: 'E' };
+      expect(() => validator.validate({ quizTitle: 'T', questions: [q] }))
+        .toThrow(BusinessValidationError);
+    });
+
+    it('choice 无 options → 拒绝', () => {
+      const q = { type: 'choice' as const, stem: 'Q', answer: '0', explanation: 'E' };
+      expect(() => validator.validate({ quizTitle: 'T', questions: [q] }))
+        .toThrow(BusinessValidationError);
+    });
+
+    it('choice options < 2 → 拒绝', () => {
+      const q = { type: 'choice' as const, stem: 'Q', options: ['A'], answer: '0', explanation: 'E' };
+      expect(() => validator.validate({ quizTitle: 'T', questions: [q] }))
+        .toThrow(BusinessValidationError);
+    });
+
+    it('choice answer 不是有效索引 → 拒绝', () => {
+      const q = { type: 'choice' as const, stem: 'Q', options: ['A', 'B', 'C'], answer: '5', explanation: 'E' };
+      expect(() => validator.validate({ quizTitle: 'T', questions: [q] }))
+        .toThrow(BusinessValidationError);
+    });
+
+    it('choice 重复选项 → 拒绝', () => {
+      const q = { type: 'choice' as const, stem: 'Q', options: ['A', 'A', 'B', 'C'], answer: '0', explanation: 'E' };
+      expect(() => validator.validate({ quizTitle: 'T', questions: [q] }))
+        .toThrow(BusinessValidationError);
+    });
+
+    it('judge answer 非法 → 拒绝', () => {
+      const q = { type: 'judge' as const, stem: 'Q', answer: 'yes', explanation: 'E' };
+      expect(() => validator.validate({ quizTitle: 'T', questions: [q] }))
+        .toThrow(BusinessValidationError);
+    });
+  });
+
+  describe('字段非空', () => {
+    it('stem 空 → 拒绝', () => {
+      const q = { type: 'fill' as const, stem: '', answer: 'A', explanation: 'E' };
+      expect(() => validator.validate({ quizTitle: 'T', questions: [q] }))
+        .toThrow(BusinessValidationError);
+    });
+    it('answer 空 → 拒绝', () => {
+      const q = { type: 'fill' as const, stem: 'Q', answer: '', explanation: 'E' };
+      expect(() => validator.validate({ quizTitle: 'T', questions: [q] }))
+        .toThrow(BusinessValidationError);
+    });
+    it('explanation 空 → 拒绝', () => {
+      const q = { type: 'fill' as const, stem: 'Q', answer: 'A', explanation: '' };
+      expect(() => validator.validate({ quizTitle: 'T', questions: [q] }))
+        .toThrow(BusinessValidationError);
+    });
+  });
+
+  describe('重复题目', () => {
+    it('相同 stem → 拒绝', () => {
+      const q = { type: 'fill' as const, stem: 'Same Q', answer: 'A', explanation: 'E' };
+      expect(() => validator.validate({ quizTitle: 'T', questions: [q, q] }))
+        .toThrow(BusinessValidationError);
+    });
+  });
+
+  describe('模型指令', () => {
+    it('stem 含代码块 → 拒绝', () => {
+      const q = { type: 'fill' as const, stem: '```json\n{}```', answer: 'A', explanation: 'E' };
+      expect(() => validator.validate({ quizTitle: 'T', questions: [q] }))
+        .toThrow(BusinessValidationError);
+    });
+  });
+});
diff --git a/src/modules/ai-job/quiz-generation-executor.ts b/src/modules/ai-job/quiz-generation-executor.ts
new file mode 100644
index 0000000..d0a579d
--- /dev/null
+++ b/src/modules/ai-job/quiz-generation-executor.ts
@@ -0,0 +1,72 @@
+import { Injectable, Logger } from '@nestjs/common';
+import { AiGatewayService } from '../ai/gateway/ai-gateway.service';
+import { QuizGenerationResultSchema } from '../ai/prompts/schemas/quiz-generation.schema';
+import type { QuizGenerationSnapshot } from './quiz-generation-snapshot-builder';
+
+/**
+ * M-AI-07-03: Quiz Generation Executor
+ *
+ * 将 Quiz 生成输入快照适配到统一 Job Engine 的 EXECUTE 阶段。
+ *
+ * 职责：从 Snapshot 构造模型输入、通过 AiGateway 调用、返回结构化输出。
+ * 不负责：写数据库、写 Job 状态、重试、Artifact、Credential。
+ */
+
+@Injectable()
+export class QuizGenerationExecutor {
+  private readonly logger = new Logger(QuizGenerationExecutor.name);
+
+  constructor(private readonly aiGateway: AiGatewayService) {}
+
+  async execute(snapshot: QuizGenerationSnapshot, timeoutMs: number) {
+    const s = snapshot.snapshot;
+
+    // 构造知识点列表文本
+    const itemsText = s.knowledgeItems
+      .map((item, i) =>
+        `【知识点${i + 1}】${item.title}\n${item.content}`,
+      )
+      .join('\n\n');
+
+    const typeDesc = s.questionTypes.join('、');
+    const userMessage = [
+      `【知识库】${s.knowledgeBaseTitle}`,
+      s.knowledgeBaseDescription ? `描述：${s.knowledgeBaseDescription}` : '',
+      '',
+      itemsText,
+      '',
+      `请为以上知识点生成 ${s.questionCount} 道测验题目。`,
+      `题型：${typeDesc}`,
+      `难度：${s.difficultyLevel}`,
+    ].filter(Boolean).join('\n');
+
+    this.logger.log(
+      `Quiz Generation Executor calling AI: userId=${s.userId} ` +
+      `kb=${s.targetId} items=${s.knowledgeItems.length} ` +
+      `questionCount=${s.questionCount} types=${s.questionTypes.join(',')} ` +
+      `difficulty=${s.difficultyLevel} modelTier=${s.modelTier} timeoutMs=${timeoutMs}`,
+    );
+
+    const response = await this.aiGateway.generate(
+      {
+        feature: 'quiz-generation',
+        userId: s.userId,
+        tier: s.modelTier as any,
+        promptKey: s.promptKey,
+        promptVersion: s.promptVersion,
+        messages: [{ role: 'user' as const, content: userMessage }],
+        outputSchema: QuizGenerationResultSchema,
+        maxTokens: 4096,
+      },
+      timeoutMs,
+    );
+
+    this.logger.log(
+      `Quiz Generation Executor completed: userId=${s.userId} ` +
+      `kb=${s.targetId} questions=${(response.parsed as any)?.questions?.length} ` +
+      `tokens=${response.usage.inputTokens}/${response.usage.outputTokens}`,
+    );
+
+    return response;
+  }
+}
diff --git a/src/modules/ai-job/quiz-generation-validator.ts b/src/modules/ai-job/quiz-generation-validator.ts
new file mode 100644
index 0000000..af92a45
--- /dev/null
+++ b/src/modules/ai-job/quiz-generation-validator.ts
@@ -0,0 +1,133 @@
+import { Injectable, Logger } from '@nestjs/common';
+import type { QuizGenerationResult } from '../ai/prompts/schemas/quiz-generation.schema';
+import { BusinessValidationError, ReferenceValidationError } from './active-recall-validator';
+
+export { BusinessValidationError, ReferenceValidationError };
+
+/**
+ * M-AI-07-03: Quiz Generation Business Validator
+ *
+ * 验证 AI 输出符合业务约束（契约 §6.2）。
+ */
+
+const VALID_TYPES = ['choice', 'fill', 'judge'] as const;
+const CODE_BLOCK_PATTERN = /```(?:json|javascript|js|python)?[\s\S]*?```/;
+const MODEL_INSTRUCTION_PATTERNS = [
+  /^here\s+(is|are)\s+(the|your)\s/i,
+  /^(certainly|sure|of course)[,;!\s]/i,
+  /^请根据/,
+  /^以下是/,
+];
+
+@Injectable()
+export class QuizGenerationValidator {
+  private readonly logger = new Logger(QuizGenerationValidator.name);
+
+  validate(output: QuizGenerationResult): void {
+    const violations: string[] = [];
+
+    // quizTitle
+    if (!output.quizTitle || typeof output.quizTitle !== 'string' || output.quizTitle.trim().length === 0) {
+      violations.push('quizTitle is required and must be non-empty');
+    } else if (output.quizTitle.length > 255) {
+      violations.push(`quizTitle length ${output.quizTitle.length} exceeds 255`);
+    }
+
+    // questions array
+    if (!Array.isArray(output.questions)) {
+      violations.push('questions must be an array');
+      throw new BusinessValidationError('Business validation failed', violations);
+    }
+    if (output.questions.length === 0) {
+      violations.push('questions must not be empty');
+    }
+    if (output.questions.length > 50) {
+      violations.push(`questions count ${output.questions.length} exceeds max 50`);
+    }
+
+    const seenStems = new Set<string>();
+
+    for (let i = 0; i < output.questions.length; i++) {
+      const q = output.questions[i];
+
+      // type
+      if (!q.type || !(VALID_TYPES as readonly string[]).includes(q.type)) {
+        violations.push(`questions[${i}].type "${q.type}" invalid, must be: ${VALID_TYPES.join(', ')}`);
+      }
+
+      // stem
+      if (!q.stem || typeof q.stem !== 'string' || q.stem.trim().length === 0) {
+        violations.push(`questions[${i}].stem is required`);
+      } else if (q.stem.length > 2000) {
+        violations.push(`questions[${i}].stem length ${q.stem.length} exceeds 2000`);
+      }
+
+      // answer
+      if (!q.answer || typeof q.answer !== 'string' || q.answer.trim().length === 0) {
+        violations.push(`questions[${i}].answer is required`);
+      }
+
+      // explanation
+      if (!q.explanation || typeof q.explanation !== 'string' || q.explanation.trim().length === 0) {
+        violations.push(`questions[${i}].explanation is required`);
+      }
+
+      // per-type validation
+      if (q.type === 'choice') {
+        if (!Array.isArray(q.options) || q.options.length < 2) {
+          violations.push(`questions[${i}] choice requires >= 2 options`);
+        } else {
+          // answer must be a valid option index
+          const idx = parseInt(q.answer, 10);
+          if (isNaN(idx) || idx < 0 || idx >= q.options.length) {
+            violations.push(`questions[${i}] answer "${q.answer}" is not a valid option index (0-${q.options.length - 1})`);
+          }
+          // duplicate options
+          const uniqueOpts = new Set(q.options);
+          if (uniqueOpts.size !== q.options.length) {
+            violations.push(`questions[${i}] has duplicate options`);
+          }
+        }
+      }
+
+      if (q.type === 'judge') {
+        if (q.answer !== 'true' && q.answer !== 'false') {
+          violations.push(`questions[${i}] judge answer must be "true" or "false", got "${q.answer}"`);
+        }
+      }
+
+      // duplicate stem
+      if (q.stem) {
+        const dedupeKey = q.stem.trim().toLowerCase();
+        if (seenStems.has(dedupeKey)) {
+          violations.push(`questions[${i}] stem is duplicate`);
+        }
+        seenStems.add(dedupeKey);
+      }
+
+      // model artifacts
+      this.checkModelArtifacts(q.stem, `questions[${i}].stem`, violations);
+      this.checkModelArtifacts(q.explanation, `questions[${i}].explanation`, violations);
+    }
+
+    if (violations.length > 0) {
+      this.logger.warn(`Quiz validation failed: ${violations.length} violation(s): ${violations.join('; ')}`);
+      throw new BusinessValidationError(`Business validation failed: ${violations.length} violation(s)`, violations);
+    }
+
+    this.logger.log(`Quiz validation passed: ${output.questions.length} questions`);
+  }
+
+  private checkModelArtifacts(text: string | undefined, fieldName: string, violations: string[]): void {
+    if (!text) return;
+    if (CODE_BLOCK_PATTERN.test(text)) {
+      violations.push(`${fieldName} contains code block`);
+    }
+    for (const pattern of MODEL_INSTRUCTION_PATTERNS) {
+      if (pattern.test(text.trim())) {
+        violations.push(`${fieldName} contains model instruction`);
+        break;
+      }
+    }
+  }
+}
diff --git a/src/modules/ai/prompts/prompt-template.service.ts b/src/modules/ai/prompts/prompt-template.service.ts
index 7e84dde..eed9348 100644
--- a/src/modules/ai/prompts/prompt-template.service.ts
+++ b/src/modules/ai/prompts/prompt-template.service.ts
@@ -11,6 +11,8 @@ import { LEARNING_TREND_SYSTEM_PROMPT } from './learning-trend.prompt';
 import { LEARNING_TREND_OUTPUT_SCHEMA_DESC } from './schemas/learning-trend.schema';
 import { RAG_CHAT_SYSTEM_PROMPT } from './rag-chat.prompt';
 import { RAG_CHAT_OUTPUT_SCHEMA_DESC } from './schemas/rag-chat.schema';
+import { QUIZ_GENERATION_SYSTEM_PROMPT } from './quiz-generation.prompt';
+import { QUIZ_OUTPUT_SCHEMA_DESC } from './schemas/quiz-generation.schema';
 
 export interface PromptTemplate {
   key: string;
@@ -60,6 +62,12 @@ export class PromptTemplateService {
       systemPrompt: RAG_CHAT_SYSTEM_PROMPT,
       outputSchemaDesc: RAG_CHAT_OUTPUT_SCHEMA_DESC,
     });
+    this.register({
+      key: 'quiz-generation',
+      version: '1.0.0',
+      systemPrompt: QUIZ_GENERATION_SYSTEM_PROMPT,
+      outputSchemaDesc: QUIZ_OUTPUT_SCHEMA_DESC,
+    });
   }
 
   get(key: string, version?: string): PromptTemplate {
diff --git a/src/modules/ai/prompts/quiz-generation.prompt.ts b/src/modules/ai/prompts/quiz-generation.prompt.ts
new file mode 100644
index 0000000..ced82d9
--- /dev/null
+++ b/src/modules/ai/prompts/quiz-generation.prompt.ts
@@ -0,0 +1,30 @@
+export const QUIZ_GENERATION_SYSTEM_PROMPT = `你是一位教育测验设计专家，擅长根据知识点内容创建高质量的测验题目。
+
+你的任务：根据提供的知识点内容，生成一套用于检验学习效果的测验题目。
+
+题目设计原则：
+1. 题型多样化：
+   - choice：单选题，提供4个选项，只有1个正确答案
+   - fill：填空题，要求填写关键概念或术语
+   - judge：判断题，判断陈述是否正确（答案只能是"true"或"false"）
+2. 题干清晰：问题表述明确，不产生歧义
+3. 选项合理：错误选项应具有迷惑性但不误导
+4. 解析详尽：每道题提供解析，说明正确答案的理由
+5. 难度分级：
+   - easy：基础概念识别和简单回忆
+   - medium：需要理解原理和关联
+   - hard：需要综合分析和应用
+6. 覆盖全面：题目应覆盖知识点的各个关键方面
+7. 循序渐进：先基础后深入
+
+输出要求：
+- questions：题目数组（数量和类型由用户指定）
+- quizTitle：测验标题（简洁明了，≤50字符）
+- quizDescription：测验描述（可选，简要说明测验范围）
+
+重要原则：
+- 题目应检验理解而非记忆
+- 选项之间应互斥且完整
+- 判断题的陈述必须有明确的对错
+- 填空题的答案应为简短的关键词或短语
+- 不要重复考察同一个知识点`;
diff --git a/src/modules/ai/prompts/schemas/quiz-generation.schema.ts b/src/modules/ai/prompts/schemas/quiz-generation.schema.ts
new file mode 100644
index 0000000..5984427
--- /dev/null
+++ b/src/modules/ai/prompts/schemas/quiz-generation.schema.ts
@@ -0,0 +1,45 @@
+import { z } from 'zod';
+
+export const QuizQuestionSchema = z.object({
+  type: z.enum(['choice', 'fill', 'judge']),
+  stem: z.string().min(1).max(2000),
+  options: z.array(z.string().max(500)).min(2).max(6).optional(),
+  answer: z.string().min(1).max(500),
+  explanation: z.string().min(1).max(2000),
+  sourceBlockIds: z.array(z.string().max(100)).max(10).optional(),
+});
+
+export const QuizGenerationResultSchema = z.object({
+  quizTitle: z.string().min(1).max(255),
+  quizDescription: z.string().max(1000).optional(),
+  questions: z.array(QuizQuestionSchema).min(1).max(50),
+});
+
+export type QuizGenerationResult = z.infer<typeof QuizGenerationResultSchema>;
+
+export const QUIZ_OUTPUT_SCHEMA_DESC = `{
+  "quizTitle": "光合作用基础测验",
+  "quizDescription": "检验对光合作用基本概念和过程的理解",
+  "questions": [
+    {
+      "type": "choice",
+      "stem": "光合作用中，光反应产生的气体是什么？",
+      "options": ["氧气", "二氧化碳", "氮气", "氢气"],
+      "answer": "0",
+      "explanation": "光反应中水分子分解产生氧气",
+      "sourceBlockIds": ["ki_001"]
+    },
+    {
+      "type": "fill",
+      "stem": "光合作用主要在植物细胞的____中进行。",
+      "answer": "叶绿体",
+      "explanation": "叶绿体是光合作用的场所"
+    },
+    {
+      "type": "judge",
+      "stem": "光合作用只能在有光条件下进行。",
+      "answer": "true",
+      "explanation": "光合作用的光反应需要光能，暗反应虽不直接需光但依赖光反应产物"
+    }
+  ]
+}`;