Which functional effect systems are supported?

The skill provides mastery over both Cats Effect and ZIO, helping you manage controlled side effects and build composable functional systems.

Does this skill support the latest Scala 3 features?

Yes, it includes deep expertise in Scala 3's type system innovations, including union/intersection types, context functions, and metaprogramming.

Does it provide guidance on performance optimization?

Yes, it covers JVM tuning, GraalVM native image compilation, memory management, and profiling with tools like Async-profiler.

Can I use this for migrating Akka projects to Pekko?

Absolutely. It specializes in the Apache Pekko ecosystem and provides best practices for migrating and maintaining distributed systems.

Is it suitable for big data workflows?

Yes, it includes comprehensive knowledge of Apache Spark for large-scale data processing and Catalyst optimizer performance tuning.

Scala Pro Expert

Name: Scala Pro Expert
Author: lingxling

bylingxling

•

API開発

Architects enterprise-grade Scala applications using advanced functional programming, distributed systems, and big data processing patterns.

This skill transforms Claude into an elite Scala engineer specializing in high-performance, resilient, and scalable systems. It provides deep expertise across the entire Scala ecosystem, including Scala 3's advanced type system, pure functional effect systems like Cats Effect and ZIO, and distributed computing frameworks such as Apache Pekko and Spark. Whether you are building reactive microservices, implementing complex domain-driven designs, or optimizing JVM performance for massive data pipelines, this skill provides the architectural principles and implementation playbooks required for production-ready Scala development.

主な機能

0139 GitHub stars

02Type-safe API and database integration using Tapir, Http4s, and Doobie

03Mastery of pure functional programming with Cats Effect and ZIO

04High-performance data processing with Apache Spark and Reactive Streams

05Expertise in Scala 3 innovations including union types and metaprogramming

06Advanced distributed system design using Apache Pekko and Akka

ユースケース

01Migrating legacy Akka-based applications to the open-source Apache Pekko ecosystem

02Building high-throughput reactive microservices with Pekko HTTP and event sourcing

03Implementing complex domain logic using type-level programming and algebraic data types

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lingxling/awesome-skills-cn scala-pro

For use in Claude.ai and ChatGPT

主な機能

0139 GitHub stars

02Type-safe API and database integration using Tapir, Http4s, and Doobie

03Mastery of pure functional programming with Cats Effect and ZIO

04High-performance data processing with Apache Spark and Reactive Streams

05Expertise in Scala 3 innovations including union types and metaprogramming

06Advanced distributed system design using Apache Pekko and Akka

ユースケース

01Migrating legacy Akka-based applications to the open-source Apache Pekko ecosystem

02Building high-throughput reactive microservices with Pekko HTTP and event sourcing

03Implementing complex domain logic using type-level programming and algebraic data types