The Apache Kafka Schema Extractor skill interfaces with the Confluent Schema Registry REST API to discover, extract, and transform message schemas across Kafka topics. It retrieves Avro, Protobuf, and JSON Schema definitions and generates typed data models in Python, TypeScript, and Go. The skill performs schema compatibility validation using the compatibility checker endpoints, supporting BACKWARD, FORWARD, FULL, and NONE compatibility modes. Features include automatic schema evolution tracking with diff visualization, dead letter queue schema mismatch detection, and bulk schema export for migration between registries. Integrates with Kafka Connect REST API for connector schema alignment verification and supports schema context management for multi-tenant environments. Provides schema documentation generation in Markdown format.