Agent skill

142 Java Functional Programming

by jabrena in jabrena/plinth

A skill your agent uses when you need to apply functional programming principles in Java — including writing immutable objects and Records, pure functions, functional interfaces, lambda expressions…

Apache-2.0Auto-check passedDevelopment

Install 142 Java Functional Programming

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

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jabrena/plinth 142-java-functional-programming --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jabrena/plinth.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/142-java-functional-programming .claude/skills/142-java-functional-programming && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
142-java-functional-programming
GitHub stars
446
Token cost
~1.1k tokens
SKILL.md length
396 words
Files
2 (incl. references)
Skills in repo
124
Repo updated
First seen
Licence
Apache-2.0

At a glance

A skill your agent uses when you need to apply functional programming principles in Java — including writing immutable objects and Records, pure functions, functional interfaces, lambda expressions…

  • You need to apply functional programming principles in Java — including writing immutable objects and Records
  • SKILL.md covers Constraints, When to use this skill, Workflow and Reference
  • Calls mvn
  • Functional interfaces

What it does

142 Java Functional Programming is an agent skill from jabrena/plinth. 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…

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/142-java-functional-programming.md`).

It sits in Development, covering Refactoring. It works with Java. The repository describes itself as: Plinth is an AI-native engineering toolkit for modern Java enterprise SDLC, built around reusable Commands, Agents, Skills, and MCP Servers. The licence is Apache-2.0.

When your agent uses it

  • You need to apply functional programming principles in Java — including writing immutable objects and Records
  • Functional interfaces
  • Lambda expressions
  • Stream API pipelines

Example prompts

  • “/142-java-functional-programming”

What it can do on your machine

Read from SKILL.md and the folder at commit dca88dc. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • mvn

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

142 Java Functional Programming loads about 1.1k tokens when it runs, and up to ~12k if it reads all its reference files. Until then it costs about 208 tokens; SKILL.md has 396 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~208
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~12k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jabrena/plinth at commit dca88dc, republished under its Apache-2.0 licence (© jabrena). 396 words, ~1,090 tokens.

Download SKILL.mdSave it as .claude/skills/142-java-functional-programming/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
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
metadata.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
Show full SKILL.md (129 more words)Show less

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.

  1. Confirm Java feature compatibility

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

  1. Read functional-programming reference and assess code

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

  1. Apply functional programming improvements

Implement selected functional refactorings while keeping side effects at boundaries.

  1. 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.

© jabrena, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/142-java-functional-programming of jabrena/plinth.

  • SKILL.md
  • references/142-java-functional-programming.md

Open the folder on GitHubat commit dca88dc

Compare with similar skills

142 Java Functional Programming next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

142 Java Functional Programming compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
142 Java Functional Programming this skilljabrena/plinth446—~1.1kAutomated safety check: PassApache-2.0
Java Design Patterns Referencedecebals/claude-code-java7511 repos~4.4kAutomated safety check: PassMIT
Bootui Java Developmentjdubois/boot-ui307—~1.3kAutomated safety check: PassApache-2.0
Goinference-gateway/inference-gateway214—~2.4kAutomated safety check: PassApache-2.0
Java 21 Developer Guide for Grailsapache/grails-core2.9k—~1.9kAutomated safety check: PassApache-2.0
Spring Data Developmentarangodb/spring-data116—~620Automated safety check: PassApache-2.0

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Works with

Categories

Questions about 142 Java Functional Programming

What does 142 Java Functional Programming do?

A skill your agent uses when you need to apply functional programming principles in Java — including writing immutable objects and Records, pure functions, functional interfaces, lambda expressions…. 142 Java Functional Programming is an agent skill from jabrena/plinth. 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.

When should I use 142 Java Functional Programming?

142 Java Functional Programming fits situations like: you need to apply functional programming principles in Java — including writing immutable objects and Records; functional interfaces; lambda expressions; stream API pipelines.

How do I install 142 Java Functional Programming in Claude Code?

Run `npx skills add jabrena/plinth --skill 142-java-functional-programming -a claude-code`. Or copy the skill folder (skills/142-java-functional-programming in jabrena/plinth) into .claude/skills/142-java-functional-programming in your project. Claude Code loads it when a task matches its description.

How do I install 142 Java Functional Programming in Codex?

Run `npx skills add jabrena/plinth --skill 142-java-functional-programming -a codex`. Or copy the skill folder (skills/142-java-functional-programming in jabrena/plinth) into .agents/skills/142-java-functional-programming in your project. Codex loads it when a task matches its description.

Can I use 142 Java Functional Programming in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jabrena/plinth --skill 142-java-functional-programming -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/142-java-functional-programming, .gemini/skills/142-java-functional-programming, .github/skills/142-java-functional-programming and .opencode/skills/142-java-functional-programming in your project.

What does 142 Java Functional Programming need to run?

Going by SKILL.md and its folder, 142 Java Functional Programming needs the command-line tools its instructions call (mvn).

Does 142 Java Functional Programming access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is 142 Java Functional Programming safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does 142 Java Functional Programming use?

142 Java Functional Programming is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does 142 Java Functional Programming use?

About 1.1k tokens (SKILL.md is roughly 4.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 11k tokens, read only when the agent opens those files.

What are the alternatives to 142 Java Functional Programming?

Skills that share tags, products or a category with 142 Java Functional Programming: Java Design Patterns Reference (decebals/claude-code-java, 751 stars), Bootui Java Development (jdubois/boot-ui, 307 stars), Go (inference-gateway/inference-gateway, 214 stars) and Java 21 Developer Guide for Grails (apache/grails-core, 2.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains 142 Java Functional Programming?

jabrena (a GitHub user) maintains it in jabrena/plinth, which has 446 GitHub stars. The repository holds 124 skills in this directory. The repository was last updated on October 7, 2026.

Source: jabrena/plinth on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.