From nw
Guides Haskell FP for type-safe domain modeling using sum types, newtypes, smart constructors, monads, applicatives. Setup and patterns for correctness-critical systems.
npx claudepluginhub nwave-ai/nwave --plugin nwThis skill uses the workspace's default tool permissions.
Cross-references: [fp-principles](./fp-principles.md) | [fp-domain-modeling](./fp-domain-modeling.md) | [pbt-haskell](./pbt-haskell.md)
Provides expert Haskell guidance and idiomatic code for advanced type systems (GADTs, families), pure functions, concurrency (STM, async), performance tuning, and Cabal/Stack projects.
Provides expert Haskell guidance on advanced type systems like GADTs/type families, pure functional design, STM/async concurrency, and Cabal/Stack projects.
Provides F# functional patterns: discriminated unions, ROP pipelines, computation expressions, and validated types for .NET domain modeling.
Share bugs, ideas, or general feedback.
Cross-references: fp-principles | fp-domain-modeling | pbt-haskell
# Install GHCup (manages GHC, cabal, stack, HLS)
curl --proto '=https' --tlsv1.2 -sSf https://get-ghcup.haskell.org | sh
# Create project
mkdir order-service && cd order-service && cabal init --interactive
# Or: stack new order-service simple && stack build && stack test
Test runner: cabal test or stack test. Add hspec, QuickCheck, hedgehog to build-depends.
data PaymentMethod
= CreditCard CardNumber ExpiryDate
| BankTransfer AccountNumber
| Cash
deriving (Eq, Show)
data Customer = Customer
{ customerId :: CustomerId
, customerName :: CustomerName
, customerEmail :: EmailAddress
} deriving (Eq, Show)
newtype OrderId = OrderId Int deriving (Eq, Ord, Show)
newtype EmailAddress = EmailAddress Text deriving (Eq, Show)
newtype is erased at compile time -- zero runtime overhead, full type safety.
module Domain.Email (EmailAddress, mkEmailAddress, emailToText) where
import Data.Text (Text)
import qualified Data.Text as T
newtype EmailAddress = EmailAddress Text deriving (Eq, Show)
mkEmailAddress :: Text -> Either ValidationError EmailAddress
mkEmailAddress raw
| "@" `T.isInfixOf` raw = Right (EmailAddress raw)
| otherwise = Left (InvalidEmail raw)
Export the type but not the constructor. Only mkEmailAddress can create values.
-- (.) composes right-to-left
processOrder :: RawOrder -> Either OrderError Confirmation
processOrder = confirmOrder . priceOrder . validateOrder
placeOrder :: RawOrder -> Either OrderError Confirmation
placeOrder raw = do
validated <- validateOrder raw
priced <- priceOrder validated
confirmOrder priced
mkCustomer :: Text -> Text -> Either ValidationError Customer
mkCustomer rawName rawEmail =
Customer
<$> mkCustomerId 0
<*> mkCustomerName rawName
<*> mkEmailAddress rawEmail
import Data.Validation (Validation, failure, success)
mkCustomerV :: Text -> Text -> Validation [ValidationError] Customer
mkCustomerV rawName rawEmail =
Customer
<$> validateName rawName -- Validation [ValidationError] CustomerName
<*> validateEmail rawEmail -- all errors collected, not short-circuited
Unlike Either which stops at first error, Validation accumulates all failures via its Applicative instance.
Haskell enforces purity at the compiler level. IO in return type means side effects.
calculateTotal :: Order -> Money -- Pure: compiler guarantees no side effects
calculateTotal order = sumOf (orderLines order)
saveOrder :: Order -> IO () -- Impure: IO in the type
saveOrder order = writeToDatabase order
-- calculateTotal CANNOT call saveOrder -- compiler error
-- Layer 1: Pure domain (no IO, no effects)
module Domain.Order (calculateDiscount, validateOrder) where
calculateDiscount :: Order -> Discount
calculateDiscount order
| totalLines order > 10 = Discount 0.1
| otherwise = Discount 0.0
-- Layer 2: Effect interfaces (type classes as ports)
class Monad m => OrderRepo m where
findOrder :: OrderId -> m (Maybe Order)
saveOrder :: Order -> m ()
-- Layer 3: IO implementations (adapters)
instance OrderRepo IO where
findOrder orderId = queryDatabase orderId
saveOrder order = insertDatabase order
Effect libraries: Effectful (recommended starting point, best performance) | mtl (existing codebases) | Polysemy (algebraic effect semantics).
Frameworks: QuickCheck (original PBT) | Hedgehog (integrated shrinking) | Hspec (BDD) | tasty (composable test tree). See pbt-haskell for detailed PBT patterns.
import Test.Hspec
import Test.QuickCheck
spec :: Spec
spec = describe "validateOrder" $ do
it "round-trips through serialization" $
property $ \order ->
deserializeOrder (serializeOrder order) === Right order
it "validated orders always have positive totals" $
property $ \rawOrder ->
case validateOrder rawOrder of
Left _ -> discard
Right valid -> orderTotal valid > Money 0
import Data.Text (pack)
import Test.QuickCheck
genValidEmail :: Gen EmailAddress
genValidEmail = do
user <- listOf1 (elements ['a'..'z'])
domain <- listOf1 (elements ['a'..'z'])
pure (EmailAddress (pack (user ++ "@" ++ domain ++ ".com")))
{-# LANGUAGE GADTs, DataKinds #-}
data OrderState = Unvalidated | Validated | Priced
data Order (s :: OrderState) where
UnvalidatedOrder :: RawData -> Order 'Unvalidated
ValidatedOrder :: ValidData -> Order 'Validated
PricedOrder :: PricedData -> Order 'Priced
-- Type-safe transitions: only validated orders can be priced
priceOrder :: Order 'Validated -> Either PricingError (Order 'Priced)
priceOrder (ValidatedOrder d) = Right (PricedOrder (addPricing d))
eligibleOrders :: [Order] -> [Order]
eligibleOrders = take 10 . filter isEligible . sortBy orderDate
GHC2021 defaults.foldl' (strict) instead of foldl. Use BangPatterns for strict accumulators.String ([Char]) for real data. Use Data.Text / Data.ByteString.