概要
This skill empowers Claude to architect sophisticated data ecosystems by evaluating trade-offs between data warehouses, lakes, and lakehouses. It provides structured guidance on implementing data mesh principles, choosing modern storage formats like Delta Lake or Apache Iceberg, and applying medallion architecture patterns to ensure high-quality, scalable data delivery for both BI and machine learning workloads. Whether planning a new data strategy or optimizing existing storage layers, this skill offers domain-specific patterns for robust data governance and performance.