This repository offers AI system prompts for Java Enterprise development, enhancing daily programming tasks and pipelines. It provides structured AI assistance for coding, testing, performance analysis, and documentation, aiming to improve efficiency and code quality.

How It Works

The project uses AI models via specialized "system prompts" defining AI behavior for Java development. It supports non-interactive prompts for direct execution and interactive ones with conditional logic. A key differentiator is "The Three-Node Quality Framework" (constraints, output-format, safeguards), ensuring predictable, comprehensive, and safe AI interactions, positioning AI as a specialized, quality-controlled consultant.

Quick Start & Requirements

Setup involves integrating system prompts with compatible AI tools. Recommended environments include Cursor, Cursor CLI, and Claude Code; IntelliJ IDEA can integrate with Cursor CLI or Claude Code. Direct installation commands are absent; users are directed to prompt integration guides.

• Recommended Tools: Cursor, Cursor CLI, Claude Code.
• Documentation: Cursor AI rules for Java, Cursor, Cursor CLI, Claude Code.

Highlighted Details

• Covers Java development lifecycle: Build systems (Maven), design, coding, testing, refactoring, JMH benchmarking, JMeter performance testing, profiling (Async profiler/OpenJDK), documentation, and diagrams.
• Designed for AI integration, with regression tests for Cursor, Cursor CLI, Claude Code, GitHub Copilot, and JetBrains Junie.
• "The Three-Node Quality Framework" ensures robust AI prompt execution via constraints, output formatting, and safeguards.
• Supports advanced prompt behaviors: "Consultative Interactive" for suggestions, "Progressive Learning" for educational content.

Maintenance & Community

Seeks feedback via form (https://forms.gle/TpNXENjmu45wuXoi6). Includes ADRs and Changelog for project tracking. Upcoming conference presentations (W-JAX, Devoxx BE) indicate engagement. No direct community channels (Discord/Slack) are listed.

Licensing & Compatibility

License: Not specified. Compatibility: Designed for AI tools (Cursor, Cursor CLI, Claude Code); compatible with modern IDEs and CLIs.

Limitations & Caveats

AI results are non-deterministic due to model nature, with mitigation strategies suggested. Models cannot execute code with local data; some prompts provide scripts. Optimal experience is within Cursor and Claude Code environments.