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The Kafka Stream Processor skill empowers Claude to assist with complex data engineering tasks within the Kafka ecosystem. It provides expert guidance on implementing stream processing patterns, building real-time ETL workflows, and configuring high-throughput data pipelines. Whether you are architecting a new streaming service or optimizing existing Kafka consumers and producers, this skill ensures your implementation follows industry best practices for scalability, fault tolerance, and performance.