When should I use a Data Lakehouse over a Data Warehouse?

A Data Lakehouse is ideal when you need a unified platform for both machine learning (unstructured data) and business intelligence (structured data) with ACID transaction support.

Does this skill support Apache Iceberg and Delta Lake?

Yes, it includes detailed comparisons and implementation features for leading open table formats including Delta Lake, Apache Iceberg, and Apache Hudi.

How does this skill help with Data Mesh implementation?

It provides guidance on the four core principles: domain ownership, data as a product, self-serve platforms, and federated governance to help decentralize data operations.

What is the primary benefit of the Data Architecture skill?

It provides Claude with specialized knowledge to help users choose between different data storage patterns and implement complex designs like Data Mesh or Medallion architectures effectively.

Data Architecture & Modern Platforms

Name: Data Architecture & Modern Platforms
Author: melodic-software

bymelodic-software

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Database Management

Designs modern data platforms and implements scalable data architecture patterns like data lakes, lakehouses, and data mesh.

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.

Key Features

0112 GitHub stars

02Medallion architecture strategy (Bronze, Silver, Gold storage layers)

03Comparison and configuration of Delta Lake, Apache Iceberg, and Hudi

04Implementation patterns for Data Mesh and decentralized domain ownership

05Architectural selection guidance for Warehouse, Lake, and Lakehouse patterns

06Data modeling support for Star Schema, Snowflake, and Data Vault

Use Cases

01Implementing federated governance and data product ownership in large organizations

02Designing a modern enterprise data platform from scratch

03Migrating from legacy data warehouses to cloud-native lakehouse architectures

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add melodic-software/claude-code-plugins data-architecture

For use in Claude.ai and ChatGPT

Download Skill