spring-boot-application

aj-geddes/useful-ai-prompts · updated Apr 8, 2026

$npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill spring-boot-application
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summary

Develop production-ready Spring Boot applications with proper annotation-based configuration, dependency injection, REST controllers, JPA data persistence, service layers, and security implementation following Spring conventions.

skill.md

Spring Boot Application

Table of Contents

Overview

Develop production-ready Spring Boot applications with proper annotation-based configuration, dependency injection, REST controllers, JPA data persistence, service layers, and security implementation following Spring conventions.

When to Use

  • Building Spring Boot REST APIs
  • Implementing service-oriented architectures
  • Configuring data persistence with JPA
  • Managing dependency injection
  • Implementing Spring Security
  • Building microservices with Spring Boot

Quick Start

Minimal working example:

<!-- pom.xml -->
<project>
    <modelVersion>4.0.0</modelVersion>
    <groupId>com.example</groupId>
    <artifactId>api-service</artifactId>
    <version>1.0.0</version>

    <parent>
        <groupId>org.springframework.boot</groupId>
        <artifactId>spring-boot-starter-parent</artifactId>
        <version>3.1.0</version>
    </parent>

    <dependencies>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-data-jpa</artifactId>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-security</artifactId>
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
Spring Boot Project Setup Spring Boot Project Setup
Entity Models with JPA Annotations Entity Models with JPA Annotations
Repository Layer with Spring Data JPA Repository Layer with Spring Data JPA
Service Layer with Business Logic Service Layer with Business Logic
REST Controllers with Request/Response Handling REST Controllers with Request/Response Handling
Spring Security Configuration Spring Security Configuration
Application Configuration Application Configuration

Best Practices

✅ DO

  • Use dependency injection for loose coupling
  • Implement service layer for business logic
  • Use repositories for data access
  • Leverage Spring Security for authentication
  • Use @Transactional for transaction management
  • Validate input in controllers
  • Return appropriate HTTP status codes
  • Use DTOs for request/response mapping
  • Implement proper exception handling
  • Use Spring's @Async for async operations

❌ DON'T

  • Put business logic in controllers
  • Access database directly in controllers
  • Store secrets in configuration files
  • Use eager loading for large relationships
  • Ignore transaction boundaries
  • Return database entities in API responses
  • Implement authentication in controllers
  • Use raw SQL without parameterized queries
  • Forget to validate user input

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.537 reviews
  • Charlotte Thomas· Dec 24, 2024

    We added spring-boot-application from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Kaira Garcia· Dec 20, 2024

    spring-boot-application reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Omar Ramirez· Dec 8, 2024

    I recommend spring-boot-application for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Chen Taylor· Nov 27, 2024

    spring-boot-application reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Rahul Santra· Nov 19, 2024

    spring-boot-application has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Chen Park· Nov 15, 2024

    Keeps context tight: spring-boot-application is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Aisha Desai· Nov 11, 2024

    I recommend spring-boot-application for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Li Sanchez· Nov 7, 2024

    Solid pick for teams standardizing on skills: spring-boot-application is focused, and the summary matches what you get after install.

  • Ama Sanchez· Oct 26, 2024

    spring-boot-application has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Chen Sethi· Oct 18, 2024

    Registry listing for spring-boot-application matched our evaluation — installs cleanly and behaves as described in the markdown.

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