spring-data-jpa

spring-data-jpa is a skill for Claude Code from giuseppe-trisciuoglio/developer-kit. It costs 56 tokens per session (1,294 once invoked), scanned A, original, MIT.

Implementation guidance for Spring Data JPA, a Java library that maps application objects to relational database tables. It covers repositories, queries, relationships, pagination, auditing, transactions, UUID identifiers, and indexes.

In plain words
What is it for?
Use it to create repositories, model entity relationships, write derived or custom queries, paginate results, track changes, manage transactions, and configure database indexes.
Why use it?
It provides patterns for storing and retrieving application data without writing every database operation by hand.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the developer-kit-java plugin — 52 skills, 11 commands, 9 agents shipped together

Good fit Use it to create repositories, model entity relationships, write derived or custom queries, paginate results, track changes, manage transactions, and configure database indexes.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/giuseppe-trisciuoglio/developer-kit/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 giuseppe-trisciuoglio/developer-kit --skill spring-data-jpa
Clone the repo
git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit

Made for: Claude Code.

Or install developer-kit-java, the plugin that ships this one along with the rest of its 52 skills, 11 commands, 9 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 spring-data-jpa

README.md
[![agentmods](https://agentmods.dev/badge/skills/giuseppe-trisciuoglio/developer-kit/spring-data-jpa/github.svg)](https://agentmods.dev/skills/giuseppe-trisciuoglio/developer-kit/spring-data-jpa)
Your own site
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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/giuseppe-trisciuoglio/developer-kit/spring-data-jpa"><img src="https://agentmods.dev/badge/skills/giuseppe-trisciuoglio/developer-kit/spring-data-jpa.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 56 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,294 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
  • Socket pass 1 Apr 2026
  • Snyk pass 1 Apr 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 $0.00056 $0.01294
Opus 5 $0.00028 $0.00647
Sonnet 5 $0.00011 $0.00259
Haiku 4.5 $0.00006 $0.00129

Measured yesterday against content hash 2bb11e952eb7, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, 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 yesterday.

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.

plugins/developer-kit-java/skills/spring-data-jpa/SKILL.md · 188 lines

How it starts

The opening of the file, as written. The whole thing — 188 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Spring Data JPA

Overview

Provides patterns for Spring Data JPA repositories, entity relationships, queries, pagination, auditing, and transactions.

When to Use

Creating repositories with CRUD operations, entity relationships, @Query annotations, pagination, auditing, or UUID primary keys.

Instructions

Create Repository Interfaces

To implement a repository interface:

  1. Extend the appropriate repository interface:

    @Repository
    public interface UserRepository extends JpaRepository<User, Long> {
        // Custom methods defined here
    }
    
  2. Use derived queries for simple conditions:

    Optional<User> findByEmail(String email);
    List<User> findByStatusOrderByCreatedDateDesc(String status);
    
  3. Implement custom queries with @Query:

    @Query("SELECT u FROM User u WHERE u.status = :status")
    List<User> findActiveUsers(@Param("status") String status);
    

Configure Entities

  1. Define entities with proper annotations:

    @Entity
    @Table(name = "users")
    public class User {
        @Id
        @GeneratedValue(strategy = GenerationType.IDENTITY)
        private Long id;
    
        @Column(nullable = false, length = 100)
        private String email;
    }
    
  2. Configure relationships using appropriate cascade types:

    @OneToMany(mappedBy = "user", cascade = CascadeType.ALL, orphanRemoval = true)
    private List<Order> orders = new ArrayList<>();
    

    Validation: Test cascade behavior with a small dataset before applying to production data. Verify delete operations don't cascade unexpectedly.

  3. Set up database auditing:

    @CreatedDate
    @Column(nullable = false, updatable = false)
    private LocalDateTime createdDate;
    

Apply Query Patterns

  1. Use derived queries for simple conditions
  2. Use @Query for complex queries
  3. Return Optional for single results
  4. Use Pageable for pagination
  5. Apply @Modifying for update/delete operations

Read the full file on GitHub · 188 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. yesterday First seen · 188 lines · 56 tokens per session scan A 2bb11e952eb7

Subscribe to this mod's changes

spring-data-jpa is a skill published in the GitHub repository giuseppe-trisciuoglio/developer-kit (344 stars, last pushed yesterday), licensed MIT. It adds 56 tokens to every session and 1,294 once invoked, about $0.0003 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 2026-09-10.