spring-data-jpa

spring-data-jpa is a skill for Claude Code from vaquarkhan/Fullstack-development-agent-skills. It costs 38 tokens per session (1,985 once invoked), scanned A, original, MIT.

A guide for using JPA, the Java standard for mapping objects to database tables, with Spring Data. It covers entities, repositories, queries, projections, and avoiding N+1 queries, where one request unexpectedly causes many database queries.

In plain words
What is it for?
Use it when creating or changing JPA entities, repositories, database queries, projections, or relationships in a Spring Boot application.
Why use it?
It reduces common persistence problems such as inefficient loading, exposed database entities, and inconsistent repository or query patterns. It also keeps database work aligned with the application's service and API boundaries.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Part of the fullstack-development-agent-skills plugin — 129 skills, 10 commands shipped together

Good fit Use it when creating or changing JPA entities, repositories, database queries, projections, or relationships in a Spring Boot application.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/vaquarkhan/fullstack-development-agent-skills/spring-data-jpa
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 vaquarkhan/Fullstack-development-agent-skills --skill spring-data-jpa
Clone the repo
git clone --depth 1 https://github.com/vaquarkhan/Fullstack-development-agent-skills

Made for: Claude Code.

Or install fullstack-development-agent-skills, the plugin that ships this one along with the rest of its 129 skills, 10 commands.

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 spring-data-jpa

README.md
[![agentmods](https://agentmods.dev/badge/skills/vaquarkhan/fullstack-development-agent-skills/spring-data-jpa/github.svg)](https://agentmods.dev/skills/vaquarkhan/fullstack-development-agent-skills/spring-data-jpa)
Your own site
<a href="https://agentmods.dev/skills/vaquarkhan/fullstack-development-agent-skills/spring-data-jpa"><img src="https://agentmods.dev/badge/skills/vaquarkhan/fullstack-development-agent-skills/spring-data-jpa/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 spring-data-jpa

Your own site · 80×15
<a href="https://agentmods.dev/skills/vaquarkhan/fullstack-development-agent-skills/spring-data-jpa"><img src="https://agentmods.dev/badge/skills/vaquarkhan/fullstack-development-agent-skills/spring-data-jpa.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,985 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.
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 $0.00038 $0.01985
Opus 5.5 $0.00015 $0.00794
Sonnet 5.5 $0.00008 $0.00397
Haiku 4.5 $0.00004 $0.00198

Measured 1mo ago against content hash ae4e1918af2b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

spring-data-jpa 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.

skill-packs/java/spring-boot/spring-data-jpa/SKILL.md · 246 lines

How it starts

The opening of the file, as written. The whole thing — 246 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Spring Data Jpa

Use When

  • Working with JPA entities, repositories, projections, or N+1 prevention
  • Spring Boot code generation or refactor where agent defaults would be wrong

Workflow

  1. Confirm the change matches this skill's domain triggers before coding.
  2. Follow the domain guide conventions and gotchas below — not generic Spring Boot defaults.
  3. Apply project-specific response envelopes, DTO boundaries, and dependency injection rules.
  4. Validate with targeted tests (slice, integration, or contract as appropriate).
  5. Capture evidence before merge: tests, migration notes, or observability proof.

Required Checks

  • Constructor injection used; no @Autowired field injection on new code
  • Controllers return DTOs/envelopes — never raw JPA entities
  • Business logic stays in @Service layer, not controllers or repositories
  • Error handling uses project-standard envelope or RFC 9457 ProblemDetail

Domain Guide

Entity Conventions

@Entity
@Table(name = "orders")
@Getter
@NoArgsConstructor(access = AccessLevel.PROTECTED) // JPA requires no-arg, hide from callers
public class Order {

    @Id
    @GeneratedValue(strategy = GenerationType.UUID)
    @Column(updatable = false, nullable = false)
    private UUID id;

    @Column(nullable = false)
    private String customerEmail;

    @Enumerated(EnumType.STRING) // always STRING, never ORDINAL
    @Column(nullable = false)
    private OrderStatus status;

    @OneToMany(mappedBy = "order", cascade = CascadeType.ALL, orphanRemoval = true)
    private List<OrderItem> items = new ArrayList<>();

    @CreationTimestamp
    @Column(updatable = false)
    private Instant createdAt;

    @UpdateTimestamp
    private Instant updatedAt;

    // Static factory, not public constructor
    public static Order create(String customerEmail) {
        Order order = new Order();
        order.customerEmail = customerEmail;
        order.status = OrderStatus.PENDING;
        return order;
    }

    // Behavior on entity, not in service
    public void addItem(Product product, int quantity) {
        items.add(OrderItem.create(this, product, quantity));
    }
}

Read the full file on GitHub · 246 lines

Files

What ships with it

2 files 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 · 246 lines · 38 tokens per session scan A ae4e1918af2b

Subscribe to this mod's changes

spring-data-jpa is a skill published in the GitHub repository vaquarkhan/Fullstack-development-agent-skills (3 stars, last pushed 1mo ago), licensed MIT. It adds 38 tokens to every session and 1,985 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 2026-09-07.

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