Atlas / Skills / nwave-ai / Nw Fp Kotlin

Nw Fp KotlinSAFE

skills/nwave-ai/nw-fp-kotlin

AI agents that guide you from idea to working code, with you in control at every step.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
617
01

Overview

AI agents that guide you from idea to working code, with you in control at every step.

Read from source at commit 1a864ec81cdeOBSERVED · 2026-10-14
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02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: nw-fp-kotlin
agent: nw-functional-software-crafter
description: Kotlin language-specific patterns with Arrow, Raise DSL, and coroutine-based effects
user-invocable: false
disable-model-invocation: true
---

# FP in Kotlin -- Functional Software Crafter Skill

Cross-references: [fp-principles](../nw-fp-principles/SKILL.md) | [fp-domain-modeling](../nw-fp-domain-modeling/SKILL.md) | [property-based-testing](../nw-property-based-testing/SKILL.md)

## 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

```bash
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)

```kotlin
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

```kotlin
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

```kotlin
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

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

### Arrow Raise DSL (Direct-Style Typed Errors)

```kotlin
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

```kotlin
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

```kotlin
// 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

```kotlin
// 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 [property-based-testing](../nw-property-based-testing/SKILL.md) for detailed PBT patterns.

### Property Test (Kotest)

```kotlin
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

```kotlin
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

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

// Use Either/Raise when you need error context
context(Raise<CustomerError>)
f
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-14 · audit v0.4.1 · source sha 1a864ec81cdefull audit observations/trust-audit/skill/nwave-ai__nw-fp-kotlin.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-141a864ec81cdeSAFEB89first audit
05

Questions

What does the Nw Fp Kotlin skill do?

AI agents that guide you from idea to working code, with you in control at every step.

Is Nw Fp Kotlin safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Nw Fp Kotlin access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (1a864ec81cde), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

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