ai-coding-java-springboot-skills
This is a standard library for Spring Boot backend development, designed for AI coding assistants and development teams. It offers 7 major core skill modules, including RESTful API design, layered architecture, databases, exception handling, logging, performance optimization, and security, aiming to help AI generate more standardized, maintainable, and production-ready Java Spring Boot code, thereby improving development efficiency and project quality.
git clone https://github.com/OliverAAAAA/ai-coding-java-springboot-skills.gitBefore / After Comparison
1 组Spring Boot code generated by AI assistants may lack unified standards, exhibiting non-standard architecture, incomplete exception handling, performance issues, or security vulnerabilities, making the code difficult to maintain and deploy.
By adhering to this standard library, AI assistants will generate Spring Boot code with unified specifications, clear layering, robust exception handling, and secure practices, significantly improving code quality and production readiness.
description SKILL.md
Spring Boot Development Standards for AI Coding Assistants
Why Use This?
AI coding assistants generate better code when given clear, structured standards. This project provides 7 battle-tested skill modules that enforce consistent, maintainable, and secure Spring Boot code — whether you're building microservices, RESTful APIs, or monolithic backends.
These are not suggestions — they are baseline requirements. Violations lead to serious maintainability and performance issues in production.
Tech Stack
| Technology | Version | Purpose |
|---|---|---|
| Java | 17+ | Language runtime |
| Spring Boot | 3.x | Application framework |
| MyBatis Plus | 3.5.x | ORM / Data access |
| Redis | 6.0+ | Caching layer |
Skill Modules
| Module | When to Use | Key Standards |
|---|---|---|
| API Standards | Writing Controllers, designing endpoints | RESTful URLs, unified response format, pagination, DTO/VO patterns |
| Coding Conventions | Writing business logic, DI, transactions | Layered architecture, @Resource injection, naming conventions |
| Database Design | Creating tables, writing SQL, MyBatis mappers | Table design, entity standards, index design, batch operations |
| Exception Handling | Error handling, error code design | Exception hierarchy, global handler, service-layer strategies |
| Logging & Monitoring | Log output, tracing, metrics | Log levels, structured logging, sensitive data masking |
| Performance | Query optimization, caching, high concurrency | N+1 prevention, cursor pagination, cache protection |
| Security | Auth, user input, sensitive data | SQL injection prevention, XSS, BCrypt passwords, JWT security |
How to Use with AI Coding Tools
Claude Code
Reference the standards directly in your prompts:
Implement the user management module for this Spring Boot project.
Strictly follow ai-coding-java-springboot-skills/skill.md:
- Layering: Controller -> BizManageService -> Service -> Mapper
- Use @Resource injection
- Return unified ApiResponse
OpenCode
Place this repo alongside your project in the same workspace:
You are writing code for a Spring Boot backend project.
Follow the standards in ai-coding-java-springboot-skills/skill.md.
Cursor / Windsurf / Continue / Cline
Create a rules file (e.g., .ai/project-rule.md) in your project root:
This project must follow these development standards:
../ai-coding-java-springboot-skills/skill.md
Task-Based Skill Selection
Load only what you need for the current task:
| Task | Skill Module |
|---|---|
| Writing Controllers / APIs | api-standards |
| Writing business logic | coding-conventions |
| Designing tables / SQL | db-design |
| Handling exceptions | exception-handling |
| Optimizing performance | performance |
| Security controls | security-standards |
| Logging & monitoring | logging-monitoring |
Project Structure
ai-coding-java-springboot-skills/
├── skill.md # Skill collection overview (entry point)
├── README.md # This file (English)
├── docs/
│ └── README_zh.md # 中文文档
├── spec/
│ └── springboot-development-spec.md # Complete development specification
└── references/ # Detailed technical documentation
├── springboot-api-standards.md # REST API design & documentation
├── springboot-coding-conventions.md # Coding standards & layered architecture
├── springboot-db-design.md # Database design & MyBatis Mapper
├── springboot-exception-handling.md # Exception handling & error codes
├── springboot-logging-monitoring.md # Logging & monitoring standards
├── springboot-performance.md # Performance optimization
└── springboot-security-standards.md # Security best practices
Applicable Scenarios
- Spring Boot + MyBatis Plus + Redis projects
- Java 17+ backend applications
- RESTful API design
- Microservice architectures
Star History
Contributing
Contributions are welcome! Please open an issue or submit a pull request.
contact me

License
This project is licensed under the MIT License.
Version: 1.0.0
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