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312-frameworks-spring-data-jdbc

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Use when you need to use Spring Data JDBC with Java records — including entity design with records, repository pattern, immutable updates, aggregate relationships, custom queries, transaction management, and avoiding N+1 problems. This should trigger for requests such as Review Java code for Spring Data JDBC; Apply best practices for Spring Data JDBC in Java code. Part of cursor-rules-java project

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How to use this skill

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  1. Open your project in Codex.
  2. Copy the prompt below and paste it into your agent.
  3. Review the proposed files and risks before you approve installation.
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I want to install this Agent Skill for this project in Codex.

Source SKILL.md: https://github.com/majiayu000/claude-skill-registry/blob/HEAD/skills/development/312-frameworks-spring-data-jdbc-jabrena-plinth/SKILL.md

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Copying this prompt does not install or run the skill. Review third-party files before use. Codex skill guide

Spring Data JDBC with Records

Apply Spring Data JDBC guidelines with Java records.

What is covered in this Skill?

  • Records for entity classes (immutable, constructor-friendly)
  • @Table for naming when record name differs from the table name
  • @Embedded to inline value-object columns into the parent row without a separate table
  • Repository pattern
  • Immutable updates with static factories for new rows and with* helpers for updates
  • save() INSERT vs UPDATE semantics driven by @Id nullability
  • Aggregate boundaries: one repository per aggregate root, Set for one-to-many inside the root, foreign keys between aggregates
  • Custom queries with @Query and named parameters (no user-input concatenation)
  • Transaction management (@Transactional on services; readOnly where appropriate)
  • Single query loading (N+1 avoidance)

Scope: Apply recommendations based on the reference rules and good/bad code examples.

Constraints

Before applying any Spring Data JDBC changes, ensure the project compiles. If compilation fails, stop immediately. After applying improvements, run full verification.

  • MANDATORY: Run ./mvnw compile or mvn compile before applying any change
  • SAFETY: If compilation fails, stop immediately
  • VERIFY: Run ./mvnw clean verify or mvn clean verify after applying improvements
  • BEFORE APPLYING: Read the reference for detailed rules and good/bad patterns
  • EDGE CASE: If request scope is ambiguous, stop and ask a clarifying question before applying changes
  • EDGE CASE: If required inputs, files, or tooling are missing, report what is missing and ask whether to proceed with setup guidance

When to use this skill

  • Review Java code for Spring Data JDBC
  • Apply best practices for Spring Data JDBC in Java code

Workflow

  1. Read reference and assess project context

Read references/312-frameworks-spring-data-jdbc.md and inspect the current project setup before proposing changes.

  1. Gather scope and decide target improvements

Identify requested outcomes, constraints, and the minimum safe set of changes to apply.

  1. Apply framework-aligned changes

Implement or refactor configuration/code following the reference patterns and project conventions.

  1. Run verification and report results

Execute appropriate build/tests and summarize what changed, what was verified, and any follow-up actions.

Reference

For detailed guidance, examples, and constraints, see references/312-frameworks-spring-data-jdbc.md.