jpa-patterns

jpa-patterns is a skill for Claude Code, Codex from decebals/claude-code-java. It costs 47 tokens per session (3,717 once invoked), scanned A, original, MIT.

Guidance for JPA and Hibernate, Java tools commonly used to map application objects to database tables. It covers relationships, transactions, loading related data, and query performance.

In plain words
What is it for?
Use it to investigate N+1 queries, LazyInitializationException, fetch strategies, transaction problems, entity relationships, and JPA query optimization.
Why use it?
It helps diagnose issues such as too many database queries, data loaded after a transaction ends, slow queries, and conflicting updates.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to investigate N+1 queries, LazyInitializationException, fetch strategies, transaction problems, entity relationships, and JPA query optimization.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/decebals/claude-code-java/jpa-patterns
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 decebals/claude-code-java --skill jpa-patterns
Clone the repo
git clone --depth 1 https://github.com/decebals/claude-code-java

Made for: Claude Code, Codex.

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/decebals/claude-code-java/jpa-patterns/github.svg)](https://agentmods.dev/skills/decebals/claude-code-java/jpa-patterns)
Your own site
<a href="https://agentmods.dev/skills/decebals/claude-code-java/jpa-patterns"><img src="https://agentmods.dev/badge/skills/decebals/claude-code-java/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/decebals/claude-code-java/jpa-patterns"><img src="https://agentmods.dev/badge/skills/decebals/claude-code-java/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 3,717 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 $0.03717
Opus 5.5 $0.00019 $0.01487
Sonnet 5.5 $0.00009 $0.00743
Haiku 4.5 $0.00005 $0.00372

Measured 1mo ago against content hash 2cb37b349e91, 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 1mo 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 · 659 lines

How it starts

The opening of the file, as written. The whole thing — 659 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 · 659 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 1mo ago First seen · 659 lines · 47 tokens per session scan A 2cb37b349e91

Subscribe to this mod's changes

jpa-patterns is a skill published in the GitHub repository decebals/claude-code-java (754 stars, last pushed 1mo ago), licensed MIT. It adds 47 tokens to every session and 3,717 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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