Developing Applications On Managed Service For Apache Flink

This is the skill you need loaded before Claude answers anything about Apache Flink or Amazon Managed Service for Apache Flink. It enforces a critical rule: always read the reference files instead of relying on training data, because MSF has service-specific constraints that contradict generic Flink knowledge. Things like the KPU resource model, the confusing v1/v2 API naming split (kinesisanalyticsv2 for CLI, kinesisanalytics for IAM), prohibited checkpoint configs in application code, and Flink 1.x to 2.x migration gotchas. The skill includes 20+ reference files covering connectors, KPU sizing, checkpoint tuning, IAM policy mistakes, Iceberg streaming, and restart loop diagnosis. If you're building real-time data pipelines on MSF or debugging why your Flink app won't start, this removes the guesswork.

Install to Claude Code

npx -y skills add aws/agent-toolkit-for-aws --skill developing-applications-on-managed-service-for-apache-flink --agent claude-code