jpa-patterns

jpa-patterns is a skill for Claude Code from piomin/claude-ai-spring-boot. It costs 47 tokens per session (2,402 once invoked), scanned A, original, Apache-2.0.

A guide to using JPA and Hibernate, Java tools that map application objects to database records. It covers common problems with database queries, entity relationships, transactions, and loading related data.

In plain words
What is it for?
Use it when investigating JPA performance, designing entity relationships, choosing how related records are loaded, managing transactions, or improving database queries in Spring applications.
Why use it?
It helps explain and address issues such as repeated database queries, errors when data is loaded too late, slow queries, and conflicting updates.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the spring-boot-template plugin — 8 skills, 6 agents shipped together

Good fit Use it when investigating JPA performance, designing entity relationships, choosing how related records are loaded, managing transactions, or improving database queries in Spring applications.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/piomin/claude-ai-spring-boot/jpa-patterns
About the project

piomin/claude-ai-spring-boot is a starter template for creating Spring Boot applications with Claude Code. Developers clone it as a structured foundation when using Claude Code to generate Spring Boot projects.

piomin/claude-ai-spring-boot · 1,430 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add piomin/claude-ai-spring-boot --skill jpa-patterns
Clone the repo
git clone --depth 1 https://github.com/piomin/claude-ai-spring-boot

Made for: Claude Code.

Or install spring-boot-template, the plugin that ships this one along with the rest of its 8 skills, 6 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for jpa-patterns

README.md
[![agentmods](https://agentmods.dev/badge/skills/piomin/claude-ai-spring-boot/jpa-patterns/github.svg)](https://agentmods.dev/skills/piomin/claude-ai-spring-boot/jpa-patterns)
Your own site
<a href="https://agentmods.dev/skills/piomin/claude-ai-spring-boot/jpa-patterns"><img src="https://agentmods.dev/badge/skills/piomin/claude-ai-spring-boot/jpa-patterns/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for jpa-patterns

Your own site · 80×15
<a href="https://agentmods.dev/skills/piomin/claude-ai-spring-boot/jpa-patterns"><img src="https://agentmods.dev/badge/skills/piomin/claude-ai-spring-boot/jpa-patterns.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 47 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,402 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00047 $0.02402
Opus 5.5 $0.00019 $0.00961
Sonnet 5.5 $0.00009 $0.00480
Haiku 4.5 $0.00005 $0.00240

Measured 9d ago against content hash c4aa0d7d93a6, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

jpa-patterns scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/jpa-patterns/SKILL.md · 450 lines

How it starts

The opening of the file, as written. The whole thing — 450 lines — stays where its author put it; the contents beside it link to each section on GitHub.

JPA Patterns Skill

Best practices and common pitfalls for JPA/Hibernate in Spring applications.

When to Use

  • User mentions "N+1 problem" / "too many queries"
  • LazyInitializationException errors
  • Questions about fetch strategies (EAGER vs LAZY)
  • Transaction management issues
  • Entity relationship design
  • Query optimization

Quick Reference: Common Problems

Problem Symptom Solution
N+1 queries Many SELECT statements JOIN FETCH, @EntityGraph
LazyInitializationException Error outside transaction Open Session in View, DTO projection, JOIN FETCH
Slow queries Performance issues Pagination, projections, indexes
Dirty checking overhead Slow updates Read-only transactions, DTOs
Lost updates Concurrent modifications Optimistic locking (@Version)

N+1 Problem

The #1 JPA performance killer

The Problem

// ❌ BAD: N+1 queries
@Entity
public class Author {
    @Id private Long id;
    private String name;

    @OneToMany(mappedBy = "author", fetch = FetchType.LAZY)
    private List<Book> books;
}

// This innocent code...
List<Author> authors = authorRepository.findAll();  // 1 query
for (Author author : authors) {
    System.out.println(author.getBooks().size());   // N queries!
}
// Result: 1 + N queries (if 100 authors = 101 queries)

Solution 1: JOIN FETCH (JPQL)

// ✅ GOOD: Single query with JOIN FETCH
public interface AuthorRepository extends JpaRepository<Author, Long> {

    @Query("SELECT a FROM Author a JOIN FETCH a.books")
    List<Author> findAllWithBooks();
}

// Usage - single query
List<Author> authors = authorRepository.findAllWithBooks();

Solution 2: @EntityGraph

// ✅ GOOD: EntityGraph for declarative fetching
public interface AuthorRepository extends JpaRepository<Author, Long> {

    @EntityGraph(attributePaths = {"books"})
    List<Author> findAll();

    // Or with named graph
    @EntityGraph(value = "Author.withBooks")
    List<Author> findAllWithBooks();
}

// Define named graph on entity
@Entity
@NamedEntityGraph(
    name = "Author.withBooks",
    attributeNodes = @NamedAttributeNode("books")
)
public class Author {
    // ...
}

Read the full file on GitHub · 450 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago Changed · +248 lines c4aa0d7d93a6
  2. 1mo ago First seen · 202 lines · 47 tokens per session scan A 89c36ee3a395

Subscribe to this mod's changes

jpa-patterns is a skill published in the GitHub repository piomin/claude-ai-spring-boot (1,430 stars, last pushed 4d ago), licensed Apache-2.0. It adds 47 tokens to every session and 2,402 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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