142-java-functional-programming

A set of Java coding guidelines for functional programming, a style that favors immutable data and small functions without side effects. It covers records, lambdas, streams, Optional, function composition, and newer Java language features.

In plain words
What is it for?
Use it when designing or reviewing Java code that uses immutable objects, records, pure functions, functional interfaces, lambdas, Stream pipelines, Optional, sealed types, or pattern matching.
Why use it?
It helps you write Java code that is easier to reason about and less prone to accidental state changes or null-related errors. Examples of good and bad patterns make the recommendations concrete.

Skill for Claude CodeCodex

Install

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.

agentmods
npx agentmods add skills/jabrena/cursor-rules-examples/142-java-functional-programming
Any agent
npx skills add jabrena/cursor-rules-examples --skill 142-java-functional-programming
Clone the repo
git clone --depth 1 https://github.com/jabrena/cursor-rules-examples

Made for: Claude Code, Codex.

Per session 96 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 645 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5 $0.00096 $0.00645
Opus 5 $0.00048 $0.00322
Sonnet 5 $0.00019 $0.00129
Haiku 4.5 $0.00010 $0.00064

Measured yesterday against content hash 2de2cb9aab3c, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

142-java-functional-programming 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 yesterday.

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.

.agents/skills/142-java-functional-programming/SKILL.md · 49 lines

How it starts

The opening of the file, as written. The whole thing — 49 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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

Read the full file on GitHub · 49 lines

Files

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.

Changes

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.

  1. yesterday First seen · 49 lines · 96 tokens per session scan A 2de2cb9aab3c

Subscribe to this mod's changes

142-java-functional-programming is a skill published in the GitHub repository jabrena/cursor-rules-examples (2 stars, last pushed 5d ago), licensed Apache-2.0. It adds 96 tokens to every session and 645 once invoked, about $0.0005 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 2026-08-31.

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