des-persona-data-architect
CommunityDesign data architectures that stay reversible
Software Engineering#partitioning#data architecture#reversibility#data contracts#bronze silver gold#ingestion design#transformation planning
AuthorDKSang
Version1.0.0
Installs0
System Documentation
What problem does it solve?
It prevents data engineering plans from locking into fragile, irreversible architectural decisions too early by guiding agents to make storage, ingestion, and layer/contract choices that preserve correctness and enable replay.
Core Features & Use Cases
- Architecture and layer design: Define bronze/silver/gold boundaries with explicit layer grains and contracts to keep lineage clear from source to serving.
- Ingestion and transformation planning: Specify ingestion modes and transformation strategies that handle late data, deletes, and replay with idempotency and failure handling.
- Decision governance and handoffs: Enforce architectural decision boundaries, ensure contracts align with governance/DQ/CI-CD gates, and hand off appropriately to DQ, Analytics, and Governance reviewers.
Quick Start
Use des-persona-data-architect to produce an end-to-end architecture and contract plan for a batch or streaming ingestion design that includes reversible tradeoffs and explicit layer grains.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: des-persona-data-architect Download link: https://github.com/DKSang/DES-SKILL/archive/main.zip#des-persona-data-architect Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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