Skill UI

Routes ambiguous data-observability requests to the appropriate Monte Carlo skill or workflow. Activates reactively for unclear alerts, incidents, coverage gaps, or general data quality issues, asking clarifying questions first to avoid premature tool calls.

Master enterprise-grade Scala development focusing on functional programming, distributed systems, and big data processing. Expertise includes Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures. Covers type-level programming, effect systems, microservices, DDD, performance optimization, and CI/CD deployment.

Write Quarkus application code including REST APIs, validation, OpenAPI, CDI, Hibernate ORM, and reactive messaging. Configure extensions, manage security with OIDC, and implement observability features like health checks and metrics. Use this skill for implementing or modifying features in existing Quarkus projects, ensuring proper build-time resolution and virtual thread usage.