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Nw Fp Kotlin Agent Skill

Kotlin language-specific patterns with Arrow, Raise DSL, and coroutine-based effects

2k tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
588
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/nWave-ai/nWave --skill nw-fp-kotlin

The instruction itself

21 sections, as written by the author

FP in Kotlin -- Functional Software Crafter Skill

Cross-references: fp-principles | fp-domain-modeling | pbt-jvm

When to Choose Kotlin

  • Best for: gentlest FP onboarding for Java teams | Android | coroutines | pragmatic FP with great IDE support
  • Not ideal for: teams wanting compiler-enforced purity | full effect systems | higher-kinded type abstractions

[STARTER] Quick Setup

mkdir order-service && cd order-service
gradle init --type kotlin-application --dsl kotlin
# Add arrow-core, arrow-fx-coroutines, kotest-property to build.gradle.kts
./gradlew build && ./gradlew test

[STARTER] Type System for Domain Modeling

Choice Types (Sealed Hierarchies)

sealed interface PaymentMethod {
    data class CreditCard(val cardNumber: String, val expiryDate: String) : PaymentMethod
    data class BankTransfer(val accountNumber: String) : PaymentMethod
    data object Cash : PaymentMethod
}

Exhaustive when expressions ensure all cases handled.

Record Types and Domain Wrappers

data class Customer(
    val customerId: CustomerId,
    val customerName: CustomerName,
    val customerEmail: EmailAddress
)

@JvmInline
value class OrderId(val value: Int)

@JvmInline
value class EmailAddress private constructor(val value: String) {
    companion object {
        fun from(raw: String): Either<ValidationError, EmailAddress> =
            if ("@" in raw) EmailAddress(raw).right()
            else InvalidEmail(raw).left()
    }
}

Value classes inlined by compiler -- zero allocation overhead.

[INTERMEDIATE] Validated Construction with Raise DSL

import arrow.core.raise.Raise
import arrow.core.raise.ensure

context(Raise<ValidationError>)
fun validateEmail(raw: String): EmailAddress {
    ensure(raw.contains("@")) { InvalidEmail(raw) }
    return EmailAddress.unsafeCreate(raw)
}

[INTERMEDIATE] Composition Style

Scope Functions as Lightweight Pipelines

val result = rawOrder
    .let(::validateOrder)
    .map(::priceOrder)
    .map(::confirmOrder)

Arrow Raise DSL (Direct-Style Typed Errors)

import arrow.core.raise.either

fun placeOrder(raw: RawOrder): Either<OrderError, Confirmation> = either {
    val validated = validateOrder(raw).bind()
    val priced = priceOrder(validated).bind()
    confirmOrder(priced).bind()
}

Looks imperative, behaves functionally. bind() short-circuits on Left.

Accumulating Errors

import arrow.core.raise.zipOrAccumulate

fun validateCustomer(raw: RawCustomer): Either<NonEmptyList<ValidationError>, Customer> = either {
    zipOrAccumulate(
        { validateName(raw.name) },
        { validateEmail(raw.email) },
        { validateAddress(raw.address) }
    ) { name, email, address -> Customer(name, email, address) }
}

[INTERMEDIATE] Effect Management

Kotlin is impure by default. suspend marks functions performing side effects or async work.

Pure Core / Imperative Shell with Coroutines

// Pure domain logic (no suspend, no side effects)
object OrderDomain {
    fun calculateDiscount(order: Order): Discount =
        if (order.lines.size > 10) Discount(0.1) else Discount(0.0)
}

// Imperative shell (suspend = side effects)
class OrderService(
    private val orderRepo: OrderRepository,
    private val pricingService: PricingService
) {
    suspend fun placeOrder(raw: RawOrder): Either<OrderError, Confirmation> = either {
        val validated = OrderDomain.validateOrder(raw).bind()
        val priced = pricingService.price(validated).bind()
        orderRepo.save(priced)
        Confirmation(priced.orderId)
    }
}

[ADVANCED] Hexagonal Architecture with Interfaces

// Port: interface defining capability
interface OrderRepository {
    suspend fun findOrder(id: OrderId): Order?
    suspend fun saveOrder(order: Order)
}

// Adapter: concrete implementation
class PostgresOrderRepository(private val db: Database) : OrderRepository {
    override suspend fun findOrder(id: OrderId): Order? =
        db.query("SELECT * FROM orders WHERE id = ?", id.value)
    override suspend fun saveOrder(order: Order) =
        db.execute("INSERT INTO orders ...", order)
}

DI: constructor injection via Koin, Dagger/Hilt, or manual wiring.

[INTERMEDIATE] Testing

Frameworks: Kotest (test framework + PBT) | jqwik (PBT on JUnit 5) | MockK (coroutine-aware mocking). See pbt-jvm for detailed PBT patterns.

Property Test (Kotest)

import io.kotest.core.spec.style.FunSpec
import io.kotest.property.forAll

class OrderSpec : FunSpec({
    test("serialization round-trips") {
        forAll(orderArb) { order -> deserialize(serialize(order)) == order.right() }
    }
    test("validated orders have positive totals") {
        forAll(rawOrderArb) { raw ->
            when (val result = validateOrder(raw)) {
                is Either.Left -> true
                is Either.Right -> result.value.total.value > 0
            }
        }
    }
})

Custom Generator

val emailArb: Arb<EmailAddress> = arbitrary {
    val user = Arb.string(minSize = 1, maxSize = 10, codepoints = Codepoint.az()).bind()
    val domain = Arb.string(minSize = 1, maxSize = 8, codepoints = Codepoint.az()).bind()
    EmailAddress.unsafeCreate("$user@$domain.com")
}

[ADVANCED] Idiomatic Patterns

Null Safety as Option Alternative

fun findCustomer(id: CustomerId): Customer? = ...
val email = findCustomer(id)?.customerEmail?.value

// Use Either/Raise when you need error context
context(Raise<CustomerError>)
fun getCustomer(id: CustomerId): Customer =
    findCustomer(id) ?: raise(CustomerNotFound(id))

Arrow Maturity Caveat

Arrow is capable with active development, but carries honest risks:

  • Context receivers/parameters (Raise DSL relies on) are still experimental in Kotlin. Feature renamed and redesigned multiple times.
  • Arrow's API changed significantly between 1.x and 2.x, requiring substantial rewrites.
  • Smaller contributor base than ZIO or Cats Effect.
  • For long-term stability needs, evaluate whether Arrow's API surface will remain stable for your project's lifetime.

Common Pitfalls

  • Arrow API instability: Pin versions carefully. Read migration guides before major upgrades.
  • No higher-kinded types: Use concrete types or Arrow's Raise DSL as abstraction mechanism.
  • FP is library-dependent: Without Arrow, Kotlin FP limited to null safety, sealed classes, and extensions.
  • Coroutine complexity: CoroutineScope, Dispatcher, SupervisorJob interactions are subtle. Test with runTest.

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