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JPA/Hibernate entities, queries and transactions v1.0.0

Use this resource to design JPA entities or fix a slow Hibernate query

New

  • 486 downloads
  • 161 likes
  • 156 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install jpa-hibernate-data-access

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent reviews your entities and relationships, tracks N+1 problems, sets fetch strategies and pagination, then tunes transactions and the HikariCP pool. You get a faster data model and data-access tests.

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Updated November 2, 2026

Card for the “JPA/Hibernate entities, queries and transactions” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: entity model, relationships and N+1 prevention
  • SKILL.md: repositories, transactions, pagination, indexes and cache

Good fit for

  • A Spring Boot page takes seconds to load because of repeated queries
  • You are designing the relationships of a new domain

Not for

    Tags

    • jpa
    • hibernate
    • spring boot
    • performance

    About

    You say

    “Fix the N+1 on the order list with its lines, and add pagination.”

    Card for the “JPA/Hibernate entities, queries and transactions” skill

    Skill published by affaan-m under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to design JPA entities or fix a slow Hibernate query
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.4 KB
    • SKILL.md4.6 KB

    Origin and licence

    Listed unmodified

    Author
    affaan-m
    Source
    github.com/affaan-m/ecc/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/jpa-patterns
    Licence
    MIT

    Notice

    « jpa-patterns » (affaan-m, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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