java-kotlin
Java and Kotlin programming patterns
What this skill does
# Java & Kotlin
## Overview
Modern Java and Kotlin patterns for JVM development.
---
## Java Modern Features
### Records and Sealed Classes (Java 17+)
```java
// Record - immutable data class
public record User(
String id,
String email,
String name,
Instant createdAt
) {
// Compact constructor for validation
public User {
Objects.requireNonNull(id);
Objects.requireNonNull(email);
if (!email.contains("@")) {
throw new IllegalArgumentException("Invalid email");
}
}
// Static factory method
public static User create(String email, String name) {
return new User(UUID.randomUUID().toString(), email, name, Instant.now());
}
}
// Sealed classes - restricted hierarchy
public sealed interface Shape
permits Circle, Rectangle, Triangle {
double area();
}
public record Circle(double radius) implements Shape {
@Override
public double area() {
return Math.PI * radius * radius;
}
}
public record Rectangle(double width, double height) implements Shape {
@Override
public double area() {
return width * height;
}
}
public final class Triangle implements Shape {
private final double base;
private final double height;
public Triangle(double base, double height) {
this.base = base;
this.height = height;
}
@Override
public double area() {
return 0.5 * base * height;
}
}
```
### Pattern Matching
```java
// Pattern matching for instanceof (Java 16+)
public String describe(Object obj) {
if (obj instanceof String s) {
return "String of length " + s.length();
} else if (obj instanceof Integer i) {
return "Integer: " + i;
} else if (obj instanceof List<?> list && !list.isEmpty()) {
return "Non-empty list with " + list.size() + " elements";
}
return "Unknown type";
}
// Pattern matching for switch (Java 21+)
public double calculateArea(Shape shape) {
return switch (shape) {
case Circle c -> Math.PI * c.radius() * c.radius();
case Rectangle r -> r.width() * r.height();
case Triangle t -> 0.5 * t.base() * t.height();
};
}
// Guard patterns
public String classify(Shape shape) {
return switch (shape) {
case Circle c when c.radius() > 10 -> "Large circle";
case Circle c -> "Small circle";
case Rectangle r when r.width() == r.height() -> "Square";
case Rectangle r -> "Rectangle";
default -> "Other shape";
};
}
```
### Streams and Optionals
```java
import java.util.stream.*;
import java.util.Optional;
public class StreamExamples {
// Basic operations
public List<String> processUsers(List<User> users) {
return users.stream()
.filter(u -> u.active())
.map(User::name)
.sorted()
.distinct()
.collect(Collectors.toList());
}
// Grouping
public Map<String, List<User>> groupByDomain(List<User> users) {
return users.stream()
.collect(Collectors.groupingBy(
u -> u.email().substring(u.email().indexOf("@") + 1)
));
}
// Statistics
public DoubleSummaryStatistics getStats(List<Order> orders) {
return orders.stream()
.mapToDouble(Order::total)
.summaryStatistics();
}
// Parallel processing
public long countLargeFiles(Path directory) throws IOException {
try (Stream<Path> paths = Files.walk(directory)) {
return paths
.parallel()
.filter(Files::isRegularFile)
.filter(p -> {
try {
return Files.size(p) > 1_000_000;
} catch (IOException e) {
return false;
}
})
.count();
}
}
// Optional handling
public String getUserEmail(Long userId) {
return findUser(userId)
.map(User::email)
.filter(email -> !email.isBlank())
.orElse("[email protected]");
}
public User getOrCreate(Long userId) {
return findUser(userId)
.orElseGet(() -> createUser(userId));
}
}
```
---
## Kotlin Fundamentals
### Data Classes and Null Safety
```kotlin
// Data class (like Java record)
data class User(
val id: String = UUID.randomUUID().toString(),
val email: String,
val name: String,
val createdAt: Instant = Instant.now()
) {
init {
require(email.contains("@")) { "Invalid email" }
}
}
// Null safety
fun processUser(user: User?) {
// Safe call
val name = user?.name
// Elvis operator
val displayName = user?.name ?: "Anonymous"
// Smart cast after null check
if (user != null) {
println(user.email) // user is User, not User?
}
// let for null-safe operations
user?.let {
sendEmail(it.email)
}
// Not-null assertion (use sparingly)
val email = user!!.email // throws if null
}
// Platform types from Java
fun handleJavaString(javaString: String?) {
// Treat Java strings as nullable
val length = javaString?.length ?: 0
}
```
### Extension Functions and Properties
```kotlin
// Extension function
fun String.toSlug(): String =
this.lowercase()
.replace(Regex("[^a-z0-9]+"), "-")
.trim('-')
// Extension property
val String.wordCount: Int
get() = this.split(Regex("\\s+")).size
// Extension on nullable type
fun String?.orEmpty(): String = this ?: ""
// Usage
val slug = "Hello World".toSlug() // "hello-world"
val count = "Hello World".wordCount // 2
// Scope functions
data class Config(var host: String = "", var port: Int = 0)
val config = Config().apply {
host = "localhost"
port = 8080
}
val result = user.let { it.name.uppercase() }
val processedUser = user.also { log.info("Processing ${it.id}") }
val transformed = with(user) {
"$name <$email>"
}
```
### Coroutines
```kotlin
import kotlinx.coroutines.*
import kotlinx.coroutines.flow.*
// Suspend function
suspend fun fetchUser(id: String): User {
return withContext(Dispatchers.IO) {
api.getUser(id)
}
}
// Concurrent execution
suspend fun fetchAllUsers(ids: List<String>): List<User> = coroutineScope {
ids.map { id ->
async { fetchUser(id) }
}.awaitAll()
}
// Structured concurrency
suspend fun processOrders(orders: List<Order>) = coroutineScope {
orders.forEach { order ->
launch {
processOrder(order)
}
}
}
// Exception handling
suspend fun safeFetch(id: String): Result<User> = runCatching {
fetchUser(id)
}
// Flow (cold stream)
fun fetchUsers(): Flow<User> = flow {
val users = api.getAllUsers()
users.forEach { user ->
emit(user)
delay(100)
}
}
// Flow operators
suspend fun processUserFlow() {
fetchUsers()
.filter { it.active }
.map { it.name }
.catch { e -> emit("Error: ${e.message}") }
.collect { name ->
println(name)
}
}
// StateFlow for state management
class UserViewModel : ViewModel() {
private val _state = MutableStateFlow<UiState>(UiState.Loading)
val state: StateFlow<UiState> = _state.asStateFlow()
fun loadUser(id: String) {
viewModelScope.launch {
_state.value = UiState.Loading
try {
val user = fetchUser(id)
_state.value = UiState.Success(user)
} catch (e: Exception) {
_state.value = UiState.Error(e.message ?: "Unknown error")
}
}
}
}
```
### Sealed Classes and When
```kotlin
// Sealed class hierarchy
sealed class Result<out T> {
data class Success<T>(val data: T) : Result<T>()
data class Error(val message: String, val cause: Throwable? = null) : Result<Nothing>()
object Loading : Result<Nothing>()
}
// Exhaustive whRelated in Backend & APIs
jfrog
IncludedInteract with the JFrog Platform via the JFrog CLI and REST/GraphQL APIs. Use this skill when the user wants to manage Artifactory repositories, upload or download artifacts, manage builds, configure permissions, manage users and groups, work with access tokens, configure JFrog CLI servers, search artifacts, manage properties, set up replication, manage JFrog Projects, run security audits or scans, look up CVE details, query exposures scan results from JFrog Advanced Security, manage release bundles and lifecycle operations, aggregate or export platform data, or perform any JFrog Platform administration task. Also use when the user mentions jf, jfrog, artifactory, xray, distribution, evidence, apptrust, onemodel, graphql, workers, mission control, curation, advanced security, exposures, or any JFrog product name.
cupynumeric-migration-readiness
IncludedPre-migration readiness assessor for porting NumPy to cuPyNumeric. Use BEFORE substantial porting work begins when the user asks whether code will scale on GPU, whether they should migrate to cuPyNumeric, which NumPy patterns transfer cleanly, what must be refactored before porting, or mentions pre-port assessment, scaling analysis, or refactor planning. Inspect the user's source code, look up NumPy usage, cross-reference the cuPyNumeric API support manifest, and distinguish distributed-scaling-friendly patterns from blockers such as unsupported APIs, scalar synchronization, host round-trips, Python/object-heavy control flow, shape/data-dependent branching, and in-place mutation hazards. Produce a verdict of READY, LIGHT REFACTOR, SIGNIFICANT REFACTOR, or NOT RECOMMENDED, with concrete refactor pointers.
alibabacloud-data-agent-skill
IncludedInvoke Alibaba Cloud Apsara Data Agent for Analytics via CLI to perform natural language-driven data analysis on enterprise databases. Data Agent for Analytics is an intelligent data analysis agent developed by Alibaba Cloud Database team for enterprise users. It automatically completes requirement analysis, data understanding, analysis insights, and report generation based on natural language descriptions. This tool supports: discovering data resources (instances/databases/tables) managed in DMS, initiating query or deep analysis sessions, real-time progress tracking, and retrieving analysis conclusions and generated reports. Use this Skill when users need to query databases, analyze data trends, generate data reports, ask questions in natural language, or mention "Data Agent", "data analysis", "database query", "SQL analysis", "data insights".
token-optimizer
IncludedReduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session pruning, bootstrap size limits, cache TTL alignment). Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. See SECURITY.md for full breakdown.
resend-cli
IncludedUse this skill when the task is specifically about operating Resend from an AI agent, terminal session, or CI job via the official resend CLI: installing/authenticating the CLI, sending/listing/updating/cancelling emails, batch sends, domains and DNS, webhooks and local listeners, inbound receiving, contacts, topics, segments, broadcasts, templates, API keys, profiles, or debugging Resend CLI/API failures. Trigger on mentions of Resend CLI, `resend`, `resend doctor`, `resend emails send`, `resend domains`, `resend webhooks listen`, `resend emails receiving`, or agent-friendly terminal automation.
alibabacloud-odps-maxframe-coding
IncludedUse this skill for MaxFrame SDK development and documentation navigation on Alibaba Cloud MaxCompute (ODPS). Helps answer MaxFrame API, concept, official example, and supported pandas API questions; create data processing programs; read/write MaxCompute tables; debug jobs (remote or local); and build custom DPE runtime images. Trigger when users mention MaxFrame, MaxCompute with MaxFrame, ODPS table processing, DPE runtime, MaxFrame docs/examples, DataFrame/Tensor operations, or GPU runtime setup. Works for both English and Chinese queries about Alibaba Cloud data processing with MaxFrame.