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.
npx agentmods add skills/decebals/claude-code-java/jpa-patternsnpx skills add decebals/claude-code-java --skill jpa-patternsgit clone --depth 1 https://github.com/decebals/claude-code-javaWhat 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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00047 | $0.03717 |
| Opus 5 | $0.00023 | $0.01858 |
| Sonnet 5 | $0.00009 | $0.00743 |
| Haiku 4.5 | $0.00005 | $0.00372 |
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 2d 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.
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 {
// ...
}
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.
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.
- 2d ago First seen · 659 lines · 47 tokens per session scan A 2cb37b349e91
jpa-patterns is a skill published in the GitHub repository decebals/claude-code-java (722 stars, last pushed 4d ago), licensed MIT. It adds 47 tokens to every session and 3,717 once invoked, about $0.0002 per session on Opus 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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autoimplement
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swiftui-design-consultation
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ios-native-review
After a PRD/spec/plan for an iOS app, before implementation: validate the artifact against Apple HIG (iOS) via WebFetch citations. Asks "is this iOS-native?" — complements pitfall-verification and quality-review.
libgdx-2d-rendering
Use when writing libGDX Java/Kotlin code involving 2D rendering — SpriteBatch, ShapeRenderer, Texture, TextureRegion, TextureAtlas, Camera, Viewport, draw ordering, blending, or screen clearing. Use when debugging rendering artifacts, missing sprites, stretched graphics, or begin/end errors.
libgdx-asset-manager
Use when writing libGDX Java/Kotlin code involving AssetManager — loading assets (Texture, TextureAtlas, Sound, Music, BitmapFont, Skin, Model, TiledMap, ParticleEffect, ShaderProgram, I18NBundle), async loading screens, reference counting, screen transitions, custom loaders, or FreeType font loading via AssetManager.…
libgdx-bitmap-font-text
Use when writing libGDX Java/Kotlin code involving text rendering (BitmapFont, GlyphLayout, BitmapFontCache), NinePatch scalable graphics, DistanceFieldFont, or color markup language. Use when debugging wrong text position, blurry scaled fonts, text measurement, or NinePatch stretching issues.