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142-java-functional-programming — Claude Code skill: functional Java

A skill that pushes your AI agent to rewrite Java in a functional style: Records, pure functions, Stream API pipelines and Optional.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓
npx skills add jabrena/plinth --skill 142-java-functional-programming -a claude-code
Open on GitHub

What 142-java-functional-programming does

The skill applies functional programming principles to a Java codebase. It is organised as good and bad code examples per topic: immutable objects and Records (JEP 395), pure functions, the functional interfaces Function, Predicate, Consumer, Supplier, lambdas and method references. Stream API pipelines with filter/map/reduce, parallel streams and toUnmodifiable* collectors get their own section.

Other areas cover idiomatic Optional instead of isPresent() plus get(), function composition with andThen and compose, memoization, currying and partial application. For domain hierarchies there are sealed classes and interfaces (Java 17), pattern matching for instanceof and switch (Java 21), switch expressions (Java 14) and Stream Gatherers (JEP 461). Side effects are pushed to the edges so the core logic stays pure.

Before touching anything, the agent must run ./mvnw compile or mvn compile and stop if the build fails. So the project has to compile before you invoke the skill, and maven-compiler-plugin must support the Java versions you plan to use — pattern matching and Gatherers will not build otherwise. After the changes it runs ./mvnw clean verify or mvn clean verify. If the request scope is unclear, the skill stops and asks a clarifying question.

What it helps with

  • turn accumulating loops into Stream API pipelines
  • replace isPresent() and get() checks with idiomatic Optional
  • make domain objects immutable with Records
  • move side effects to the boundaries and keep the core pure
  • close a type hierarchy with sealed classes for exhaustive switch

Example prompts for the agent

  • Improve the code with Functional Programming
  • Refactor Java code to use streams or Optionals safely
  • Improve immutability and pure functions in Java

How to install 142-java-functional-programming

1Skills CLI (Vercel)

npx skills add jabrena/plinth --skill 142-java-functional-programming -a claude-code

2Manually: put the files in place

~/.claude/skills/142-java-functional-programming/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/142-java-functional-programming/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about 142-java-functional-programming

How do I install 142-java-functional-programming in Claude?

Run npx skills add jabrena/plinth --skill 142-java-functional-programming -a claude-code. The skill lands in ~/.claude/skills/142-java-functional-programming/SKILL.md.

What does 142-java-functional-programming do?

It guides the agent through functional refactoring in Java: immutable objects, pure functions, Stream API, Optional, function composition, pattern matching and sealed hierarchies.

What has to be in place before using it?

The project must compile: the agent runs ./mvnw compile or mvn compile first and stops on failure. Check that maven-compiler-plugin supports the Java features you want.

Source text

SKILL.md · Apache-2.0
---
name: 142-java-functional-programming
description: Use when you need to apply functional programming principles in Java — including writing immutable objects and Records, pure functions, functional interfaces, lambda expressions, Stream API pipelines, Optional for null safety, function composition, higher-order functions, pattern matching for instanceof and switch, sealed classes/interfaces for controlled hierarchies, Stream Gatherers for custom operations, currying/partial application, effect boundary separation, and concurrent-safe functional patterns. This should trigger for requests such as Improve the code with Functional Programming; Apply Functional Programming; Refactor the code with Functional Programming; Refactor Java code to use streams or Optionals safely; Improve immutability and pure functions in Java. Part of Plinth Toolkit
license: Apache-2.0
metadata:
  author: Juan Antonio Breña Moral
  version: 0.19.0
---
# Java Functional Programming rules

Identify and apply functional programming principles in Java to improve immutability, expressiveness, and maintainability.

**What is covered in this Skill?**

- Immutable objects and Records (JEP 395)
- Pure functions free of side effects
- Functional interfaces: `Function`, `Predicate`, `Consumer`, `Supplier`, custom `@FunctionalInterface`
- Lambda expressions and method references
- Stream API: filter/map/reduce pipelines, parallel streams, `toUnmodifiable*` collectors
- `Optional` idiomatic usage: `map`/`flatMap`/`filter`/`orElse*` over `isPresent()`+`get()`
- Function composition: `andThen`/`compose`
- Higher-order functions: memoization, currying, partial application
- Pattern Matching for `instanceof` and `switch` (Java 21)
- Sealed classes and interfaces (Java 17) for exhaustive domain hierarchies
- Switch Expressions (Java 14), Stream Gatherers (JEP 461)
- Effect-boundary separation: side effects at edges, pure core logic
- Immutable collections: `List.of()`, `Collectors.toUnmodifiableList()`

**Scope:** The reference is organized by examples (good/bad code patterns) for each core area. Apply recommendations based on applicable examples.

## Constraints

Before applying any functional programming changes, ensure the project compiles. If compilation fails, stop immediately — do not proceed until the project compiles successfully. Verify that maven-compiler-plugin source/target supports the Java features being used.

- **MANDATORY**: Run `./mvnw compile` or `mvn compile` before applying any changes
- **SAFETY**: If compilation fails, stop immediately — do not proceed until the project compiles successfully
- **VERIFY**: Verify maven-compiler-plugin source/target supports the Java features being used
- **VERIFY**: Run `./mvnw clean verify` or `mvn clean verify` after applying improvements
- **BEFORE APPLYING**: Read the reference for detailed good/bad examples, constraints, and safeguards for each functional programming pattern
- **EDGE CASE**: If request scope is ambiguous, stop and ask a clarifying question before applying changes
- **EDGE CASE**: If required inputs, files, or tooling are missing, report what is missing and ask whether to proceed with setup guidance

## When to use this skill

- Improve the code with Functional Programming
- Apply Functional Programming
- Refactor the code with Functional Programming
- Refactor Java code to use streams or Optionals safely
- Improve immutability and pure functions in Java

## Workflow

1. **Compile project before functional refactoring**

Run `./mvnw compile` or `mvn compile` and stop immediately if compilation fails.

2. **Confirm Java feature compatibility**

Verify maven-compiler-plugin source/target supports the functional features planned for adoption.

3. **Read functional-programming reference and assess code**

Read `references/142-java-functional-programming.md` and identify opportunities for immutability, pure functions, and functional composition.

4. **Apply functional programming improvements**

Implement selected functional refactorings while keeping side effects at boundaries.

5. **Verify with full build**

Run `./mvnw clean verify` or `mvn clean verify` after applying improvements.

## Reference

For detailed guidance, examples, and constraints, see [references/142-java-functional-programming.md](references/142-java-functional-programming.md).

© Juan Antonio Breña Moral · Apache-2.0 · jabrena/plinth

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