sickn33/agentic-awesome-skills/scala

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Language-specific super-code guidelines for scala.

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SKILL.md

Scala: Idiomatic Efficiency Reference

Apply only within the requested scope and current project conventions. Preserve behavior, ownership, error handling, accessibility and security; examples are independent fragments, not equivalent rewrites in every context. Verify language/library versions and run relevant checks. Required tests and user-facing progress/results take precedence over brevity rules. Do not install dependencies or delete files merely to follow these examples.

When to Use

  • Use this skill when the task matches this description: Language-specific super-code guidelines for scala.

Table of Contents

  1. Collections & Functional Transforms
  2. Pattern Matching
  3. Case Classes & ADTs
  4. Option & Error Handling
  5. Implicits & Given/Using
  6. Concurrency
  7. Anti-patterns specific to Scala

1. Collections & Functional Transforms {#collections}

scala
// ❌ Imperative accumulation
val result = new ArrayBuffer[String]()
for (item <- items) {
if (item.isActive) result += item.name.toUpperCase
}
// ✅
val result = items.filter(_.isActive).map(_.name.toUpperCase)
scala
// ❌ Manual grouping
val grouped = mutable.Map[String, List[Item]]()
for (item <- items) {
grouped(item.category) = grouped.getOrElse(item.category, Nil) :+ item
}
// ✅
val grouped = items.groupBy(_.category)
scala
// ❌ Manual fold when sum/product works
var total = 0
for (o <- orders) total += o.amount
// ✅
val total = orders.map(_.amount).sum
scala
// ❌ Using head on potentially empty collection
val first = items.head // throws on empty
// ✅
val first = items.headOption // returns Option[T]
scala
// ❌ Chaining filter + head for find
val found = items.filter(_.id == targetId).head
// ✅
val found = items.find(_.id == targetId) // returns Option[T]

Use `view` for lazy evaluation on large collections to avoid intermediate allocations.


2. Pattern Matching {#patterns}

scala
// ❌ if-else chain for type dispatch
if (shape.isInstanceOf[Circle]) {
val c = shape.asInstanceOf[Circle]
c.radius * c.radius * Math.PI
} else if (shape.isInstanceOf[Rect]) { ... }
// ✅
shape match {
case Circle(r) => r * r * Math.PI
case Rect(w, h) => w * h
}
scala
// ❌ Nested match with identical fallthrough
x match {
case 1 => "low"
case 2 => "low"
case 3 => "mid"
case _ => "high"
}
// ✅
x match {
case 1 | 2 => "low"
case 3 => "mid"
case _ => "high"
}
scala
// ❌ Match to extract then use
val result = opt match {
case Some(x) => x.toString
case None => "N/A"
}
// ✅
val result = opt.map(_.toString).getOrElse("N/A")
// or:
val result = opt.fold("N/A")(_.toString)

3. Case Classes & ADTs {#case-classes}

scala
// ❌ Regular class for data
class User(val name: String, val age: Int) {
override def equals(obj: Any): Boolean = ...
override def hashCode(): Int = ...
override def toString: String = ...
}
// ✅
case class User(name: String, age: Int)
scala
// ❌ Sealed trait with unrelated case objects
sealed trait Result
case class Success(value: Int) extends Result
case class Failure(error: String) extends Result
case object Unknown extends Result // what does "Unknown" mean?
// ✅ — each variant should carry the data it represents
sealed trait Result[+A]
case class Success[A] (value: A) extends Result[A]
case class Failure(error: Throwable) extends Result[Nothing]
scala
// ❌ (Scala 3) Verbose enum
sealed trait Color
object Color {
case object Red extends Color
case object Green extends Color
case object Blue extends Color
}
// ✅ (Scala 3)
enum Color { case Red, Green, Blue }

4. Option & Error Handling {#option}

scala
// ❌ Null checks
val name: String = if (user != null) user.name else "Unknown"
// ✅
val name = Option(user).map(_.name).getOrElse("Unknown")
scala
// ❌ .get on Option (defeats the purpose)
val name = userOpt.get // throws if None
// ✅
val name = userOpt.getOrElse("default")
// or: userOpt.map(process).getOrElse(fallback)
// or: userOpt match { case Some(u) => ... case None => ... }
scala
// ❌ Try with .get
val result = Try(parse(input)).get // throws on failure
// ✅
val result = Try(parse(input)) match {
case Success(v) => v
case Failure(e) => handleError(e)
}
// or: Try(parse(input)).getOrElse(default)
// or: Try(parse(input)).toEither
scala
// ❌ Using exceptions for expected failures
def findUser(id: String): User = {
val user = db.query(id)
if (user == null) throw new NotFoundException(id)
user
}
// ✅ — Option for absence, Either for expected errors
def findUser(id: String): Option[User] = Option(db.query(id)) // wraps a nullable result
// or:
def findUser(id: String): Either[AppError, User]

5. Implicits & Given/Using {#implicits}

scala
// ❌ (Scala 2) Implicit conversion that hides bugs
implicit def stringToInt(s: String): Int = s.toInt
// ✅ — extension methods instead of implicit conversions
extension (s: String)
def toIntSafe: Option[Int] = s.toIntOption
scala
// ❌ (Scala 2) Implicit parameter with broad type
def query(sql: String)(implicit conn: Connection): ResultSet
// ✅ (Scala 3)
def query(sql: String)(using conn: Connection): ResultSet
scala
// ❌ Importing implicits from everywhere
import com.lib.implicits._
// ✅ — import only what you need
import com.lib.given
// or specific: import com.lib.{given ExecutionContext}

6. Concurrency {#concurrency}

scala
// ❌ Thread.sleep in production code
Thread.sleep(5000)
// ✅ — use scheduler / timer abstraction
import scala.concurrent.duration._
system.scheduler.scheduleOnce(5.seconds)(doWork())
scala
// ❌ Blocking inside Future
Future {
val result = blockingHttpCall() // starves thread pool
process(result)
}
// ✅
Future {
val result = blocking { blockingHttpCall() }
process(result)
// or use a dedicated blocking ExecutionContext
}
scala
// ❌ Awaiting futures in a loop
for (f <- futures) Await.result(f, Duration.Inf)
// ✅
val all = Future.sequence(futures)
all.map(results => process(results))

Prefer `Future.sequence`/`Future.traverse` over manual await loops.


7. Anti-patterns specific to Scala {#antipatterns}

Anti-patternPreferred
.get on Option/Try.getOrElse / pattern match
nullOption
isInstanceOf + asInstanceOfpattern matching
Implicit conversions (Scala 2)extension methods (Scala 3)
var for accumulationval + functional transforms
return keywordlast expression is the return value
Mutable collections by defaultimmutable collections
Any / AnyRef parametersgenerics with type bounds
Deeply nested for comprehensionsbreak into named values
Tuple instead of case classcase class for anything with semantic meaning
Await.result in productioncompose with map/flatMap

Limitations

  • These are language-specific guidelines and do not cover overall architectural decisions.
  • Over-compression might reduce readability; apply judgement.

Security

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Source

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