Is it suitable for high-load applications?

Yes, it emphasizes performance-first strategies like composite indexing, read-only transactions, and JDBC batch processing for high-throughput scenarios.

Can it help with connection pool configuration?

Absolutely, it includes recommended properties for HikariCP to optimize performance, minimum idle connections, and timeout settings.

Does it handle entity auditing?

Yes, the skill includes patterns for implementing JpaAuditing to automatically track creation and modification timestamps on your entities.

Does it support database migrations?

Yes, it promotes using industry-standard tools like Flyway or Liquibase over Hibernate's auto-DDL to maintain schema integrity in production.

How does this skill help with N+1 query problems?

It provides specific guidance on using JOIN FETCH and DTO projections to ensure efficient data loading in a single query rather than multiple sequential hits.

Spring Boot JPA Patterns

Name: Spring Boot JPA Patterns
Author: oabdelmaksoud

byoabdelmaksoud

0•

数据库管理

Implements optimized JPA and Hibernate patterns for Spring Boot applications, covering entity design, query optimization, and performance tuning.

This skill provides a comprehensive framework for Spring Boot developers to manage data persistence using JPA and Hibernate best practices. It guides Claude in designing robust entities, preventing N+1 query issues through efficient fetch strategies, and implementing repository patterns with DTO projections. Beyond basic CRUD, it offers expert guidance on transaction management, HikariCP connection pool tuning, and database migration strategies using tools like Flyway or Liquibase, ensuring high-performance and maintainable data layers in production environments.

主要功能

01N+1 query prevention using JOIN FETCH and DTO projections

020 GitHub stars

03Transaction management and HikariCP performance tuning

04Optimized JPA entity and table mapping design with indexing

05Database migration best practices with Flyway and Liquibase

06Advanced repository patterns with pagination and sorting

使用场景

01Optimizing existing JPA queries to resolve database performance bottlenecks

02Setting up production-ready database auditing and connection pooling

03Designing high-performance data models for Spring Boot microservices

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add oabdelmaksoud/superclaw jpa-patterns

For use in Claude.ai and ChatGPT

主要功能

01N+1 query prevention using JOIN FETCH and DTO projections

020 GitHub stars

03Transaction management and HikariCP performance tuning

04Optimized JPA entity and table mapping design with indexing

05Database migration best practices with Flyway and Liquibase

06Advanced repository patterns with pagination and sorting

使用场景

01Optimizing existing JPA queries to resolve database performance bottlenecks

02Setting up production-ready database auditing and connection pooling

03Designing high-performance data models for Spring Boot microservices

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add oabdelmaksoud/superclaw jpa-patterns

For use in Claude.ai and ChatGPT