Master data persistence with JPA and Hibernate for production applications.
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AI-first code editor with Composer
Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versionjava-jpa-hibernateExecute the skills CLI command in your project's root directory to begin installation:
Fetches java-jpa-hibernate from pluginagentmarketplace/custom-plugin-java and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
Restart Cursor to activate java-jpa-hibernate. Access via /java-jpa-hibernate in your agent's command palette.
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 environment. Always review source, verify the publisher, and test in isolation before production.
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Master data persistence with JPA and Hibernate for production applications.
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.
Use when you need to:
// 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);
}
| 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(...) |
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
| 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 |
spring.jpa.show-sql=true
logging.level.org.hibernate.SQL=DEBUG
logging.level.org.hibernate.orm.jdbc.bind=TRACE
hibernate.generate_statistics=true
□ Enable SQL logging
□ Check query count per request
□ Verify fetch strategies
□ Review @Transactional
□ Check connection pool
Skill("java-jpa-hibernate")
java-performance - Query optimizationjava-spring-boot - Spring DataPrerequisites
Time Estimate
15-45 minutes depending on use case complexity
Steps
Common Pitfalls
✓ Do
✗ Don't
💡 Pro Tips
✓ 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.
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java-jpa-hibernate has been reliable in day-to-day use. Documentation quality is above average for community skills.
Keeps context tight: java-jpa-hibernate is the kind of skill you can hand to a new teammate without a long onboarding doc.
We added java-jpa-hibernate from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
java-jpa-hibernate fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
Keeps context tight: java-jpa-hibernate is the kind of skill you can hand to a new teammate without a long onboarding doc.
Registry listing for java-jpa-hibernate matched our evaluation — installs cleanly and behaves as described in the markdown.
Useful defaults in java-jpa-hibernate — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
java-jpa-hibernate fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
Solid pick for teams standardizing on skills: java-jpa-hibernate is focused, and the summary matches what you get after install.
java-jpa-hibernate has been reliable in day-to-day use. Documentation quality is above average for community skills.
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