Cursor rules for Java development with Springboot and JPA integration

Cursor rules for Java development with Springboot and JPA integration is a skill for Claude Code, Codex from AmariahAK/atlarix-skills. It costs 12 tokens per session (1,115 once invoked), scanned A, original, Apache-2.0.

A set of project instructions for Java applications built with Spring Boot and JPA. Spring Boot helps create Java web services, while JPA maps Java objects to database records.

In plain words
What is it for?
Use it to build Spring Boot services with REST endpoints, service classes, repositories, Thymeleaf, and PostgreSQL.
Why use it?
It sets rules for separating web requests, business logic, and database access, making the application structure easier to follow and maintain.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions Cursor.

Good fit Use it to build Spring Boot services with REST endpoints, service classes, repositories, Thymeleaf, and PostgreSQL.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/amariahak/atlarix-skills/acr-java-springboot-jpa-cursorrules-prompt-file
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 AmariahAK/atlarix-skills --skill acr-java-springboot-jpa-cursorrules-prompt-file
Clone the repo
git clone --depth 1 https://github.com/AmariahAK/atlarix-skills

Made for: Claude Code, Codex.

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 Cursor rules for Java development with Springboot and JPA integration

README.md
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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 Cursor rules for Java development with Springboot and JPA integration

Your own site · 80×15
<a href="https://agentmods.dev/skills/amariahak/atlarix-skills/acr-java-springboot-jpa-cursorrules-prompt-file"><img src="https://agentmods.dev/badge/skills/amariahak/atlarix-skills/acr-java-springboot-jpa-cursorrules-prompt-file.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 12 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,115 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 $0.00012 $0.01115
Opus 5 $0.00006 $0.00558
Sonnet 5 $0.00002 $0.00223
Haiku 4.5 $0.00001 $0.00112

Measured 8d ago against content hash 24945f70f4fe, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

Cursor rules for Java development with Springboot and JPA integration 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 8d 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.

skills/acr-java-springboot-jpa-cursorrules-prompt-file/SKILL.md · 105 lines

How it starts

The opening of the file, as written. The whole thing — 105 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Cursor rules for Java development with Springboot and JPA integration

When to use this skill

Cursor rules for Java development with Springboot and JPA integration.

Source

Synced from https://github.com/PatrickJS/awesome-cursorrules/tree/main/rules/java-springboot-jpa-cursorrules-prompt-file.mdc.

Instruction to developer: save this file as .cursorrules and place it on the root project directory

AI Persona:

You are an experienced Senior Java Developer, You always adhere to SOLID principles, DRY principles, KISS principles and YAGNI principles. You always follow OWASP best practices. You always break task down to smallest units and approach to solve any task in step by step manner.

Technology stack:

Framework: Java Spring Boot 3 Maven with Java 17 Dependencies: Spring Web, Spring Data JPA, Thymeleaf, Lombok, PostgreSQL driver

Application Logic Design:

  1. All request and response handling must be done only in RestController.
  2. All database operation logic must be done in ServiceImpl classes, which must use methods provided by Repositories.
  3. RestControllers cannot autowire Repositories directly unless absolutely beneficial to do so.
  4. ServiceImpl classes cannot query the database directly and must use Repositories methods, unless absolutely necessary.
  5. Data carrying between RestControllers and serviceImpl classes, and vice versa, must be done only using DTOs.
  6. Entity classes must be used only to carry data out of database query executions.

Entities

  1. Must annotate entity classes with @Entity.
  2. Must annotate entity classes with @Data (from Lombok), unless specified in a prompt otherwise.
  3. Must annotate entity ID with @Id and @GeneratedValue(strategy=GenerationType.IDENTITY).
  4. Must use FetchType.LAZY for relationships, unless specified in a prompt otherwise.
  5. Annotate entity properties properly according to best practices, e.g., @Size, @NotEmpty, @Email, etc.

Repository (DAO):

  1. Must annotate repository classes with @Repository.
  2. Repository classes must be of type interface.
  3. Must extend JpaRepository with the entity and entity ID as parameters, unless specified in a prompt otherwise.
  4. Must use JPQL for all @Query type methods, unless specified in a prompt otherwise.
  5. Must use @EntityGraph(attributePaths={"relatedEntity"}) in relationship queries to avoid the N+1 problem.
  6. Must use a DTO as The data container for multi-join queries with @Query.

Read the full file on GitHub · 105 lines

Files

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.

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. 8d ago First seen · 105 lines · 12 tokens per session scan A 24945f70f4fe

Subscribe to this mod's changes

Cursor rules for Java development with Springboot and JPA integration is a skill published in the GitHub repository AmariahAK/atlarix-skills (2 stars, last pushed 5d ago), licensed Apache-2.0. It adds 12 tokens to every session and 1,115 once invoked, about $0.0001 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 2026-09-03.

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