搭建容器化部署与CI/CD流水线，实现跨环境标准化交付 || Build containerized deployment and CI/CD pipeline to achieve cross-environment standardized delivery

目标：为HiClaw项目构建完善的容器化部署方案和CI/CD流水线，实现跨环境的标准化发布及自动化运维。

【关键任务】
1. 制作多平台兼容的Docker镜像，支持开发、测试、正式环境快速部署。
2. 编写和优化Kubernetes部署清单（YAML），完善启动脚本和参数配置，保证集群内服务可靠运行。
3. 集成主流CI/CD工具（如GitHub Actions、Jenkins、GitLab CI），自动完成代码构建、测试和多环境发布。
4. 支持灰度/回滚/自动健康检查，增强安全性和可维护性。
5. 完善相关部署与交付文档。

【预期成果】
- HiClaw可单命令部署、升级、回滚，跨云/本地/多数据中心环境。
- CI/CD全流程自动化，降低人为失误。
- 部署文档和案例清晰易懂，便于内部及开源社区复用。

请逐步落实，并在任务进展中补充发现的问题及优化建议。

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Goal: Build a complete container deployment solution and CI/CD pipeline for the HiClaw project to achieve standardized release and automated operation and maintenance across environments.

【Key tasks】
1. Create multi-platform compatible Docker images to support rapid deployment in development, testing, and formal environments.
2. Write and optimize the Kubernetes deployment manifest (YAML), improve the startup script and parameter configuration, and ensure the reliable operation of services in the cluster.
3. Integrate mainstream CI/CD tools (such as GitHub Actions, Jenkins, GitLab CI) to automatically complete code construction, testing and multi-environment release.
4. Support grayscale/rollback/automatic health check to enhance security and maintainability.
5. Improve relevant deployment and delivery documents.

【Expected results】
- HiClaw can be deployed, upgraded, and rolled back with a single command, across cloud/local/multi-data center environments.
- Automate the entire CI/CD process to reduce human errors.
- Deployment documents and cases are clear and easy to understand, making them easy to reuse internally and in the open source community.

Please implement it step by step and add any problems found and optimization suggestions as the task progresses.