phase 6 part 2: per-week related-topics sections (gen_week_topics.py), week14/15/16 adjustments from BOSS research, README/CONTRIBUTING updates

plan/week03-project1.md

@@ -845,6 +845,29 @@ jobs:
 
 ---
 
+<!-- week-topics:start -->
+
+## 本周相关专题
+
+> 本节由 `tools/gen_week_topics.py` 根据专题文件的 `week` 字段自动生成，请勿手改；想调整就修改对应专题文件的 frontmatter 后重新生成。
+
+- **AI 编程练习（每周）**：本周至少一个功能用 AI 编程工具（Cursor / Claude Code / Codex 等）完成，按 [AI 编程：工作流](../topics/ai/ai-coding/01-workflow-rules-skills.md) 写清需求和规则，按 [验证与证据](../topics/ai/ai-coding/02-verify-evidence.md) 保存测试结果和会话记录（脱敏后），第 15 周整理成“AI 编程 + 验证方法”的应聘案例。
+
+| 技术栈 | 课程 / 场景 / 面试题 |
+| --- | --- |
+| [Gin Web 框架](../topics/backend/gin/index.md) | 课程：[中间件、JWT 鉴权和统一错误处理](../topics/backend/gin/02-middleware-auth.md)；场景：[企业后台接口规范](../topics/backend/gin/scenarios/unified-api-response.md)；[面试题](../topics/backend/gin/interview.md) |
+| [Go 语言](../topics/backend/go/index.md) | 课程：[错误处理和并发](../topics/backend/go/02-errors-concurrency.md)；课程：[测试和工程化](../topics/backend/go/03-testing-engineering.md)；场景：[批量调用第三方接口](../topics/backend/go/scenarios/batch-third-party-calls.md)；[面试题](../topics/backend/go/interview.md) |
+| [消息队列（RabbitMQ / Kafka）](../topics/backend/mq/index.md) | 课程：[RabbitMQ](../topics/backend/mq/01-rabbitmq.md)；课程：[可靠性](../topics/backend/mq/03-reliability.md) |
+| [PostgreSQL](../topics/backend/postgresql/index.md) | 课程：[索引、EXPLAIN、事务、隔离级别和 MVCC](../topics/backend/postgresql/02-index-tx-mvcc.md)；场景：[订单状态机](../topics/backend/postgresql/scenarios/order-state-audit.md) |
+| [Redis](../topics/backend/redis/index.md) | 课程：[数据结构和常用命令](../topics/backend/redis/01-data-structures.md)；课程：[缓存模式](../topics/backend/redis/02-cache-patterns.md)；课程：[分布式锁和限流](../topics/backend/redis/03-lock-ratelimit.md)；[面试题](../topics/backend/redis/interview.md) |
+| [CI/CD](../topics/devops/cicd/index.md) | 课程：[流水线设计](../topics/devops/cicd/01-pipeline.md) |
+| [Docker 与 Compose](../topics/devops/docker/index.md) | 课程：[镜像和 Dockerfile](../topics/devops/docker/01-image-dockerfile.md)；课程：[Compose、网络和数据卷](../topics/devops/docker/02-compose-network-volume.md)；场景：[一条命令拉起开发环境](../topics/devops/docker/scenarios/compose-dev-env.md)；[面试题](../topics/devops/docker/interview.md) |
+| [Nginx](../topics/devops/nginx/index.md) | 课程：[反向代理、负载均衡和静态资源](../topics/devops/nginx/01-proxy-static.md) |
+
+**跨技术栈场景**：[秒杀 / 高并发抢购](../scenarios/flash-sale.md)、[工单系统](../scenarios/ticket-system.md)
+
+<!-- week-topics:end -->
+
 ## 本周自查清单
 
 - [ ] 权限在后端 service 层判断，有测试；能讲清 401 / 403 / 404 的选择