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ai-coding-java-springboot-skills

by @OliverAAAAAv
3.5(0)

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.

ai-codingspring-bootjavabackendbest-practicesGitHub
Installation
git clone https://github.com/OliverAAAAA/ai-coding-java-springboot-skills.git
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Before / After Comparison

1
Before

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.

After

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

License: MIT Java 17+ Spring Boot 3.x MyBatis Plus

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

TechnologyVersionPurpose
Java17+Language runtime
Spring Boot3.xApplication framework
MyBatis Plus3.5.xORM / Data access
Redis6.0+Caching layer

Skill Modules

ModuleWhen to UseKey Standards
API StandardsWriting Controllers, designing endpointsRESTful URLs, unified response format, pagination, DTO/VO patterns
Coding ConventionsWriting business logic, DI, transactionsLayered architecture, @Resource injection, naming conventions
Database DesignCreating tables, writing SQL, MyBatis mappersTable design, entity standards, index design, batch operations
Exception HandlingError handling, error code designException hierarchy, global handler, service-layer strategies
Logging & MonitoringLog output, tracing, metricsLog levels, structured logging, sensitive data masking
PerformanceQuery optimization, caching, high concurrencyN+1 prevention, cursor pagination, cache protection
SecurityAuth, user input, sensitive dataSQL 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:

TaskSkill Module
Writing Controllers / APIsapi-standards
Writing business logiccoding-conventions
Designing tables / SQLdb-design
Handling exceptionsexception-handling
Optimizing performanceperformance
Security controlssecurity-standards
Logging & monitoringlogging-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

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License

This project is licensed under the MIT License.


Version: 1.0.0

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Installs12
Rating3.5 / 5.0
Version
Updated2026年4月7日
Comparisons1

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Compatible Platforms

🔧Claude Code
🔧Cursor
🔧Windsurf
🔧Copilot
🔧OpenCode

Timeline

Created2026年4月7日
Last Updated2026年4月7日