·144-java-data-oriented-programming
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144-java-data-oriented-programming

Use when you need to apply data-oriented programming best practices in Java — including separating code (behavior) from data structures using records, designing immutable data with pure transformation functions, keeping data flat and denormalized with ID-based references, starting with generic data structures converting to specific types when needed, ensuring data integrity through pure validation functions, and creating flexible generic data access layers. Part of the skills-for-java project

14Installs·3Trend·@jabrena

Installation

$npx skills add https://github.com/jabrena/cursor-rules-java --skill 144-java-data-oriented-programming

How to Install 144-java-data-oriented-programming

Quickly install 144-java-data-oriented-programming AI skill to your development environment via command line

  1. Open Terminal: Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.)
  2. Run Installation Command: Copy and run this command: npx skills add https://github.com/jabrena/cursor-rules-java --skill 144-java-data-oriented-programming
  3. Verify Installation: Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw

Source: jabrena/cursor-rules-java.

SKILL.md

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Identify and apply data-oriented programming best practices in Java to improve code clarity, maintainability, and predictability by strictly separating data structures from behavior and ensuring all data transformations are explicit, pure, and traceable.

Core areas: Records for immutable data carriers over mutable POJOs, data-behavior separation with pure static utility classes holding operations, pure functions for data transformation that depend only on inputs and produce no side effects, flat denormalized data structures with ID-based references over deep nesting, generic Map representations for dynamic schemas converted to specific types when needed, Optional...

Prerequisites: Run ./mvnw compile before applying any changes. If compilation fails, stop immediately — do not proceed until the project compiles successfully.

Use when you need to apply data-oriented programming best practices in Java — including separating code (behavior) from data structures using records, designing immutable data with pure transformation functions, keeping data flat and denormalized with ID-based references, starting with generic data structures converting to specific types when needed, ensuring data integrity through pure validation functions, and creating flexible generic data access layers. Part of the skills-for-java project Source: jabrena/cursor-rules-java.

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Stable fields and commands for AI/search citations.

Install command
npx skills add https://github.com/jabrena/cursor-rules-java --skill 144-java-data-oriented-programming
Category
{}Data Analysis
Verified
First Seen
2026-03-10
Updated
2026-03-10

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Quick answers

What is 144-java-data-oriented-programming?

Use when you need to apply data-oriented programming best practices in Java — including separating code (behavior) from data structures using records, designing immutable data with pure transformation functions, keeping data flat and denormalized with ID-based references, starting with generic data structures converting to specific types when needed, ensuring data integrity through pure validation functions, and creating flexible generic data access layers. Part of the skills-for-java project Source: jabrena/cursor-rules-java.

How do I install 144-java-data-oriented-programming?

Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/jabrena/cursor-rules-java --skill 144-java-data-oriented-programming Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw

Where is the source repository?

https://github.com/jabrena/cursor-rules-java