java-jpa-hibernate

pluginagentmarketplace/custom-plugin-java · updated Apr 8, 2026

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$npx skills add https://github.com/pluginagentmarketplace/custom-plugin-java --skill java-jpa-hibernate
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summary

Master data persistence with JPA and Hibernate for production applications.

skill.md

Java JPA Hibernate Skill

Master data persistence with JPA and Hibernate for production applications.

Overview

This skill covers JPA entity design, Hibernate optimization, Spring Data repositories, query strategies, and caching. Focuses on preventing N+1 queries and building high-performance persistence layers.

When to Use This Skill

Use when you need to:

  • Design JPA entities with relationships
  • Optimize database queries
  • Configure Hibernate for performance
  • Implement caching strategies
  • Debug persistence issues

Topics Covered

Entity Design

  • Entity mapping annotations
  • Relationship types (1:1, 1:N, N:M)
  • Inheritance strategies
  • Lifecycle callbacks
  • Auditing

Query Optimization

  • N+1 problem prevention
  • JOIN FETCH vs EntityGraph
  • Batch fetching
  • Projections and DTOs

Transactions

  • @Transactional configuration
  • Propagation and isolation
  • Optimistic vs pessimistic locking
  • Deadlock prevention

Caching

  • First and second level cache
  • Query cache
  • Cache invalidation
  • Redis integration

Quick Reference

// Entity with relationships
@Entity
@Table(name = "orders")
public class Order {

    @Id
    @GeneratedValue(strategy = GenerationType.IDENTITY)
    private Long id;

    @ManyToOne(fetch = FetchType.LAZY)
    @JoinColumn(name = "customer_id", nullable = false)
    private Customer customer;

    @OneToMany(mappedBy = "order", cascade = CascadeType.ALL, orphanRemoval = true)
    @BatchSize(size = 20)
    private List<OrderItem> items = new ArrayList<>();

    @Version
    private Long version;

    // Bidirectional helper
    public void addItem(OrderItem item) {
        items.add(item);
        item.setOrder(this);
    }
}

// Auditing base class
@MappedSuperclass
@EntityListeners(AuditingEntityListener.class)
public abstract class Auditable {
    @CreatedDate
    @Column(updatable = false)
    private Instant createdAt;

    @LastModifiedDate
    private Instant updatedAt;
}

// Repository with query optimization
public interface OrderRepository extends JpaRepository<Order, Long> {

    // JOIN FETCH to prevent N+1
    @Query("SELECT DISTINCT o FROM Order o JOIN FETCH o.items WHERE o.status = :status")
    List<Order> findByStatusWithItems(@Param("status") Status status);

    // EntityGraph alternative
    @EntityGraph(attributePaths = {"items", "customer"})
    Optional<Order> findById(Long id);

    // DTO Projection
    @Query("SELECT new com.example.OrderSummary(o.id, o.status, c.name) " +
           "FROM Order o JOIN o.customer c WHERE o.id = :id")
    Optional<OrderSummary> findSummaryById(@Param("id") Long id);
}

N+1 Prevention Strategies

Strategy Use When Example
JOIN FETCH Always need relation JOIN FETCH o.items
EntityGraph Dynamic fetching @EntityGraph(attributePaths)
@BatchSize Collection access @BatchSize(size = 20)
DTO Projection Read-only queries new OrderSummary(...)

Hibernate Configuration

spring:
  jpa:
    open-in-view: false  # Critical!
    properties:
      hibernate:
        jdbc.batch_size: 50
        order_inserts: true
        order_updates: true
        default_batch_fetch_size: 20
        generate_statistics: ${HIBERNATE_STATS:false}

  datasource:
    hikari:
      maximum-pool-size: 20
      minimum-idle: 5
      leak-detection-threshold: 60000

Troubleshooting

Common Issues

Problem Cause Solution
N+1 queries Lazy in loop JOIN FETCH, EntityGraph
LazyInitException Session closed DTO projection
Slow queries Missing index EXPLAIN ANALYZE
Connection leak No @Transactional Add annotation

Debug Properties

spring.jpa.show-sql=true
logging.level.org.hibernate.SQL=DEBUG
logging.level.org.hibernate.orm.jdbc.bind=TRACE
hibernate.generate_statistics=true

Debug Checklist

□ Enable SQL logging
□ Check query count per request
□ Verify fetch strategies
□ Review @Transactional
□ Check connection pool

Usage

Skill("java-jpa-hibernate")

Related Skills

  • java-performance - Query optimization
  • java-spring-boot - Spring Data
how to use java-jpa-hibernate

How to use java-jpa-hibernate on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add java-jpa-hibernate
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/pluginagentmarketplace/custom-plugin-java --skill java-jpa-hibernate

The skills CLI fetches java-jpa-hibernate from GitHub repository pluginagentmarketplace/custom-plugin-java and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/java-jpa-hibernate

Reload or restart Cursor to activate java-jpa-hibernate. Access the skill through slash commands (e.g., /java-jpa-hibernate) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

List & Monetize Your Skill

Submit your Claude Code skill and start earning

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Use Cases

Task Automation & Efficiency

Automate repetitive workflows and reduce manual effort

Example

Generate reports, summarize documents, draft communications

Save 3-5 hours per week on routine tasks

Knowledge Enhancement

Learn new skills, understand complex topics, get expert guidance

Example

Explain concepts, provide examples, suggest learning resources

Accelerate learning and skill development by 2x

Quality Improvement

Enhance output quality through reviews, suggestions, and refinements

Example

Review drafts, suggest improvements, catch errors

Improve work quality by 30-40% with less effort

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client with skill support
  • Clear understanding of task or problem to solve
  • Willingness to iterate and refine outputs

Time Estimate

15-45 minutes depending on use case complexity

Installation Steps

  1. 1.Install skill using provided installation command
  2. 2.Test with simple use case relevant to your work
  3. 3.Evaluate output quality and relevance
  4. 4.Iterate on prompts to improve results
  5. 5.Integrate into regular workflow if valuable

Common Pitfalls

  • Expecting perfect results without iteration
  • Not providing enough context in prompts
  • Using skill for tasks outside its intended scope
  • Accepting outputs without review and validation

Best Practices

✓ Do

  • +Start with clear, specific prompts
  • +Provide relevant context and constraints
  • +Review and refine all outputs before using
  • +Iterate to improve output quality
  • +Document successful prompt patterns

✗ Don't

  • Don't use without understanding skill limitations
  • Don't skip validation of outputs
  • Don't share sensitive information in prompts
  • Don't expect skill to replace human judgment

💡 Pro Tips

  • Be specific about desired format and style
  • Ask for multiple options to choose from
  • Request explanations to understand reasoning
  • Combine AI efficiency with human expertise

When to Use This

✓ Use When

Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.

✗ Avoid When

Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.

Learning Path

  1. 1Familiarize yourself with skill capabilities and limitations
  2. 2Start with low-risk, non-critical tasks
  3. 3Progress to more complex and valuable use cases
  4. 4Build expertise through regular use and experimentation

Discussion

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

Ratings

4.667 reviews
  • Kaira Gonzalez· Dec 28, 2024

    java-jpa-hibernate has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Pratham Ware· Dec 24, 2024

    Keeps context tight: java-jpa-hibernate is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Isabella Torres· Dec 20, 2024

    We added java-jpa-hibernate from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Noah Farah· Dec 16, 2024

    java-jpa-hibernate fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Ama Iyer· Dec 4, 2024

    Keeps context tight: java-jpa-hibernate is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Kabir Rao· Dec 4, 2024

    Registry listing for java-jpa-hibernate matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Ama Agarwal· Nov 23, 2024

    Useful defaults in java-jpa-hibernate — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Mia Liu· Nov 19, 2024

    java-jpa-hibernate fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Kabir Chen· Nov 11, 2024

    Solid pick for teams standardizing on skills: java-jpa-hibernate is focused, and the summary matches what you get after install.

  • Mia Zhang· Nov 7, 2024

    java-jpa-hibernate has been reliable in day-to-day use. Documentation quality is above average for community skills.

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