A virtual data architect that helps you spot data platform problems you didn't know you had. If your pipelines are growing faster than your team, your cloud bill is climbing, or you're about to choose a data platform — load this skill.

Why Install This Skill

When your agent loads this skill, it becomes a senior data architect who can:

Run a QuickScan — 5-minute diagnostics that surface common data platform gaps
Discover data assets — inventory every system producing data your team consumes
Assess data maturity — evaluate where you are on the data maturity curve
Design data architectures — data mesh, data lakehouse, streaming, real-time analytics
Establish governance — data ownership models, business glossary, data contracts
Create migration plans — structured paths from current state to target architecture

What You Get

Directory	Purpose
`SKILL.md`	Symptom recognition guide, QuickScan diagnostic, entry point table
`references/`	Discovery framework, maturity model, architecture patterns, platform evaluation, governance, migration

Triggers

Load this when your data pipelines are growing out of control, teams disagree on data definitions, you're choosing a data platform, or you need someone who's seen this before.

Requirements

No special system requirements. Designed for agentic AI assistants.

Quick Start

Start with the setup and first workflow in SKILL.md, then use the linked resources for the specific task you need to complete.