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The project provides a collection of System prompts & Skills for Java Enterprise development that help software engineers and pipelines in their daily programming work.
The available System prompts for Java cover aspects like Build system based on Maven, Design, Coding, Testing, Refactoring & JMH Benchmarking, Performance testing with JMeter, Profiling with Async profiler/OpenJDK tools, Documentation, Diagrams & AGENTS.md.
The project generates a set of deliverables at the end of any iteration.
- System prompts for Java located in
.cursor/rules - Skills for Java located in
.agents/skills
Explore the complete catalog of available System prompts to discover the full range of capabilities and find the perfect rules for your specific use cases.
Explore the folder .agents/skills for further details.
Read the following comprehensive guides to use this project today.
- Getting started with
System prompts for Java - Getting started with
Skills for Java - Getting started with
Pipelines and AI
The SLDC has evolved with the arrival of this new set of AI tooling, enhancing the Software Engineering process. The project provides System prompts for Java & Skills for Java to improve the LLM Behaviour when a model tries to complete Java tasks. In the development of this project, it was identified 2 different workflows: Enginering Java development workflow & Pipelines workflow.
Adding AI tools to the Java development workflow can increase the likelihood of implementing software specifications on time and with quality.
In this workflow, you could delegate completely a task or ask help in certain moments. You could use this project to refactor the code generated or delegate the task and associate a System prompt / Skills to that task
Adding AI tools to your pipeline can provide new opportunities to deliver more value (examples: automatic coding, code refactoring, continuous profiling, and others).
From the outset, be aware that the results provided by interactions with the different Cursor rules are not deterministic due to the nature of the models, but this can be mitigated with clear goals and validation checkpoints.
Models are able to generate code, but they cannot run code with your local data. To address this limitation, some prompts provide scripts to bridge this gap on the model side.
The repository was designed to support Cursor, but other tools have evolved and now offer better support for system prompts. The repository runs regular regression tests for IDEs and tools such as Cursor, Cursor CLI, Claude Code, GitHub Copilot, and JetBrains Junie.
If you have great ideas, read the following document to contribute.
The repository includes a collection of examples where you can explore the possibilities of these system prompts designed for Java.
- ADR-001: Generate Cursor Rules from XML Files
- ADR-002: Configure Cursor Rules Manual Scope
- ADR-003: Website Generation with JBake
- Review the CHANGELOG for further details
Java uses JEPs as the vehicle to describe new features to be added to the language. The repository continuously reviews which JEPs could improve any of the cursor rules present in this repository.
- Delegating Java tasks to Supervised AI Dev Pipelines
- https://virtuslab.com/blog/ai/providing-library-documentation/
- https://www.linkedin.com/pulse/september-rest-story-jvm-weekly-vol-146-artur-skowro%C5%84ski-82lif/?trackingId=wbWPSL65TpCCbdg5ksAWjw%3D%3D
- https://agents.md/
- https://www.cursor.com/
- https://cursor.com/cli
- https://docs.cursor.com/context/rules
- https://docs.cursor.com/context/@-symbols/@-cursor-rules
- https://agentskills.io/home
- https://github.com/anthropics/skills
- https://skills.sh/
- https://cursor.com/docs/cli/github-actions
- https://code.claude.com/docs/en/github-actions
- https://www.anthropic.com/claude-code
- https://github.com/features/copilot
- https://www.jetbrains.com/junie/
- https://openjdk.org/jeps/0
- https://github.com/jabrena/101-cursor
- https://github.com/jabrena/pml
- https://github.com/jabrena/cursor-rules-agile
- https://github.com/jabrena/cursor-rules-java
- https://github.com/jabrena/cursor-rules-spring-boot
- https://github.com/jabrena/cursor-rules-examples
- https://github.com/jabrena/plantuml-to-png-cli
- https://github.com/jabrena/setup-cli