AgentSkillsCN

do-lang-scala

精通 Scala 3.4+ 开发，涵盖 Akka、Cats Effect、ZIO，以及 Spark 编程模式。当您构建分布式系统、大数据管道，或开发函数式编程应用时，此功能便能助您一臂之力。

SKILL.md
--- frontmatter
name: do-lang-scala
description: >
  Scala 3.4+ development specialist covering Akka, Cats Effect, ZIO, and
  Spark patterns. Use when building distributed systems, big data pipelines,
  or functional programming applications.
license: Apache-2.0
compatibility: Designed for Claude Code
allowed-tools: Read Grep Glob mcp__context7__resolve-library-id mcp__context7__get-library-docs
user-invocable: false
metadata:
  version: "2.1.0"
  category: "language"
  status: "active"
  updated: "2026-01-11"
  modularized: "true"
  tags: "language, scala, akka, cats-effect, zio, spark, sbt"

# MoAI Extension: Progressive Disclosure
progressive_disclosure:
  enabled: true
  level1_tokens: 100
  level2_tokens: 5000

# MoAI Extension: Triggers
triggers:
  keywords: ["Scala", "Akka", "Cats Effect", "ZIO", "Spark", ".scala", ".sc", "build.sbt", "sbt"]
  languages: ["scala"]

Scala 3.4+ Development Specialist

Functional programming, effect systems, and big data processing for JVM applications.

Quick Reference

Auto-Triggers: Scala files (.scala, .sc), build files (build.sbt, project/build.properties)

Core Capabilities:

  • •Scala 3.4: Given/using, extension methods, enums, opaque types, match types
  • •Akka 2.9: Typed actors, streams, clustering, persistence
  • •Cats Effect 3.5: Pure FP runtime, fibers, concurrent structures
  • •ZIO 2.1: Effect system, layers, streaming, error handling
  • •Apache Spark 3.5: DataFrame API, SQL, structured streaming

Key Ecosystem Libraries:

  • •HTTP: Http4s 0.24, Tapir 1.10
  • •JSON: Circe 0.15, ZIO JSON 0.6
  • •Database: Doobie 1.0, Slick 3.5, Quill 4.8
  • •Streaming: FS2 3.10, ZIO Streams 2.1
  • •Testing: ScalaTest, Specs2, MUnit, Weaver

Module Index

This skill uses progressive disclosure with specialized modules:

Core Language

Effect Systems

  • •cats-effect.md - Cats Effect 3.5: IO monad, Resources, Fibers, FS2 Streaming
  • •zio-patterns.md - ZIO 2.1: Effects, Layers, ZIO Streams, Error handling

Frameworks

  • •akka-actors.md - Akka Typed Actors 2.9: Actors, Streams, Clustering patterns
  • •spark-data.md - Apache Spark 3.5: DataFrame API, SQL, Structured Streaming

Implementation Guide

Project Setup (SBT 1.10)

In build.sbt, set ThisBuild / scalaVersion to "3.4.2" and organization. Define lazy val root project with settings including name and libraryDependencies. Add dependencies for cats-effect, zio, akka-actor-typed, http4s-ember-server, circe-generic, and scalatest for test scope. Include scalacOptions for deprecation, feature warnings, and Xfatal-warnings.

Quick Examples

Extension Methods: Use extension keyword with parameter in parentheses. Define methods like words splitting on whitespace and truncate checking length before taking characters and appending ellipsis.

Given and Using: Define trait with abstract method signature. Create given instance with with keyword and implement the method. Create functions with using parameter clause for implicit resolution.

Enum Types: Define enum with generic type parameters and plus variance annotations. Create case entries with parameters. Define methods on enum using match expression to handle each case, returning appropriate results.

Context7 Integration

Library mappings for latest documentation:

Core Scala:

  • •/scala/scala3 - Scala 3.4 language reference
  • •/scala/scala-library - Standard library

Effect Systems:

  • •/typelevel/cats-effect - Cats Effect 3.5 documentation
  • •/typelevel/cats - Cats 2.10 functional abstractions
  • •/zio/zio - ZIO 2.1 documentation
  • •/zio/zio-streams - ZIO Streams 2.1

Akka Ecosystem:

  • •/akka/akka - Akka 2.9 typed actors and streams
  • •/akka/akka-http - Akka HTTP REST APIs
  • •/akka/alpakka - Akka connectors

HTTP and Web:

  • •/http4s/http4s - Functional HTTP server/client
  • •/softwaremill/tapir - API-first design

Big Data:

  • •/apache/spark - Spark 3.5 DataFrame and SQL
  • •/apache/flink - Flink 1.19 streaming
  • •/apache/kafka - Kafka clients 3.7

Testing Quick Reference

ScalaTest: Extend AnyFlatSpec with Matchers. Use string description with should in for behavior. Make assertions with shouldBe for equality checks.

MUnit with Cats Effect: Extend CatsEffectSuite. Define test with string name. Return IO containing assertEquals assertions.

ZIO Test: Extend ZIOSpecDefault. Define spec as suite with test entries. Use for-comprehension to run effects and yield assertTrue assertions.

Troubleshooting

Common Issues:

  • •Implicit resolution: Use scalac -explain for detailed error messages
  • •Type inference: Add explicit type annotations when inference fails
  • •SBT slow compilation: Enable Global / concurrentRestrictions in build.sbt

Effect System Issues:

  • •Cats Effect: Check for missing import cats.effect._ or import cats.syntax.all._
  • •ZIO: Verify layer composition with ZIO.serviceWith and ZIO.serviceWithZIO
  • •Akka: Review actor hierarchy and supervision strategies

Works Well With

  • •do-lang-java - JVM interoperability, Spring Boot integration
  • •do-domain-backend - REST API, GraphQL, microservices patterns
  • •do-domain-database - Doobie, Slick, database patterns
  • •do-workflow-testing - ScalaTest, MUnit, property-based testing

Additional Resources

For comprehensive reference materials:

  • •reference.md - Complete Scala 3.4 coverage, Context7 mappings, performance
  • •examples.md - Production-ready code: Http4s, Akka, Spark patterns

Last Updated: 2026-01-11 Status: Production Ready (v2.1.0)