mh-cto-sdlc-data-arch

What problem does it solve?

This Skill addresses the challenge of designing a comprehensive data architecture that ensures data integrity, flow, and persistence strategy, aligning with complex system requirements.

Core Features & Use Cases

• Data Model Derivation: Translates domain models into persistence realities.
• Data Ownership and Flow: Defines data ownership, flow, and persistence strategy.
• Schema Design: Produces schema sketches for entities, relationships, and constraints.
• Data Flow Diagram: Maps data flow through the system, including write and read flows.
• Persistence Strategy: Decides on primary persistence type, soft/hard delete policies, and caching layers.
• ADR Entries: Documents critical data decisions with ADRs for future reference.
• Use Case: Ideal for CTOs and architects looking to ensure data models are robust and aligned with business needs, reducing the risk of costly changes in production.

Quick Start

Run the 'data architecture' command to initiate the data architecture process.