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.
npx skills add AmariahAK/atlarix-skills --skill acr-java-springboot-jpa-cursorrules-prompt-filegit clone --depth 1 https://github.com/AmariahAK/atlarix-skillsWrote 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.
[](https://agentmods.dev/skills/amariahak/atlarix-skills/acr-java-springboot-jpa-cursorrules-prompt-file)<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/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.
<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>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.
| Model | Per session | Once 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 |
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.
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:
- All request and response handling must be done only in RestController.
- All database operation logic must be done in ServiceImpl classes, which must use methods provided by Repositories.
- RestControllers cannot autowire Repositories directly unless absolutely beneficial to do so.
- ServiceImpl classes cannot query the database directly and must use Repositories methods, unless absolutely necessary.
- Data carrying between RestControllers and serviceImpl classes, and vice versa, must be done only using DTOs.
- Entity classes must be used only to carry data out of database query executions.
Entities
- Must annotate entity classes with @Entity.
- Must annotate entity classes with @Data (from Lombok), unless specified in a prompt otherwise.
- Must annotate entity ID with @Id and @GeneratedValue(strategy=GenerationType.IDENTITY).
- Must use FetchType.LAZY for relationships, unless specified in a prompt otherwise.
- Annotate entity properties properly according to best practices, e.g., @Size, @NotEmpty, @Email, etc.
Repository (DAO):
- Must annotate repository classes with @Repository.
- Repository classes must be of type interface.
- Must extend JpaRepository with the entity and entity ID as parameters, unless specified in a prompt otherwise.
- Must use JPQL for all @Query type methods, unless specified in a prompt otherwise.
- Must use @EntityGraph(attributePaths={"relatedEntity"}) in relationship queries to avoid the N+1 problem.
- Must use a DTO as The data container for multi-join queries with @Query.
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.
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.
- 8d ago First seen · 105 lines · 12 tokens per session scan A 24945f70f4fe
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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