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
Workflow
- Compile project before functional refactoring
Run ./mvnw compile or mvn compile and stop immediately if compilation fails.
- Confirm Java feature compatibility
Verify maven-compiler-plugin source/target supports the functional features planned for adoption.
- Read functional-programming reference and assess code
Read references/142-java-functional-programming.md and identify opportunities for immutability, pure functions, and functional composition.
- Apply functional programming improvements
Implement selected functional refactorings while keeping side effects at boundaries.
- 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.
1---2name: 142-java-functional-programming3description: 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. Part of cursor-rules-java project4license: Apache-2.05---6# Java Functional Programming rules
7
8Identify and apply functional programming principles in Java to improve immutability, expressiveness, and maintainability.
9
10**What is covered in this Skill?**
11
12- Immutable objects and Records (JEP 395)
13- Pure functions free of side effects
14- Functional interfaces: `Function`, `Predicate`, `Consumer`, `Supplier`, custom `@FunctionalInterface`
15- Lambda expressions and method references
16- Stream API: filter/map/reduce pipelines, parallel streams, `toUnmodifiable*` collectors
17- `Optional` idiomatic usage: `map`/`flatMap`/`filter`/`orElse*` over `isPresent()`+`get()`
18- Function composition: `andThen`/`compose`
19- Higher-order functions: memoization, currying, partial application
20- Pattern Matching for `instanceof` and `switch` (Java 21)
21- Sealed classes and interfaces (Java 17) for exhaustive domain hierarchies
22- Switch Expressions (Java 14), Stream Gatherers (JEP 461)
23- Effect-boundary separation: side effects at edges, pure core logic
24- Immutable collections: `List.of()`, `Collectors.toUnmodifiableList()`
25
26**Scope:** The reference is organized by examples (good/bad code patterns) for each core area. Apply recommendations based on applicable examples.
27
28## Constraints
29
30Before 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.
31
32- **MANDATORY**: Run `./mvnw compile` or `mvn compile` before applying any changes
33- **SAFETY**: If compilation fails, stop immediately — do not proceed until the project compiles successfully
34- **VERIFY**: Verify maven-compiler-plugin source/target supports the Java features being used
35- **VERIFY**: Run `./mvnw clean verify` or `mvn clean verify` after applying improvements
36- **BEFORE APPLYING**: Read the reference for detailed good/bad examples, constraints, and safeguards for each functional programming pattern
37- **EDGE CASE**: If request scope is ambiguous, stop and ask a clarifying question before applying changes
38- **EDGE CASE**: If required inputs, files, or tooling are missing, report what is missing and ask whether to proceed with setup guidance
39
40## When to use this skill
41
42- Improve the code with Functional Programming
43- Apply Functional Programming
44- Refactor the code with Functional Programming
45
46## Workflow
47
481. **Compile project before functional refactoring**
49
50Run `./mvnw compile` or `mvn compile` and stop immediately if compilation fails.
51
522. **Confirm Java feature compatibility**
53
54Verify maven-compiler-plugin source/target supports the functional features planned for adoption.
55
563. **Read functional-programming reference and assess code**
57
58Read `references/142-java-functional-programming.md` and identify opportunities for immutability, pure functions, and functional composition.
59
604. **Apply functional programming improvements**
61
62Implement selected functional refactorings while keeping side effects at boundaries.
63
645. **Verify with full build**
65
66Run `./mvnw clean verify` or `mvn clean verify` after applying improvements.
67
68## Reference
69
70For detailed guidance, examples, and constraints, see [references/142-java-functional-programming.md](references/142-java-functional-programming.md).
majiayu000