📋 Data Warehouse
Data warehouse (大数据/数仓) ops skill for designing and operating analytical data platforms. Use for tasks like defining source-of-truth, building ETL/ELT pipelines, dimensional modeling (star schema), data quality checks, partitioning strategies, cost/performance tuning, governance, lineage, and SLA mo
npx playbooks add skill muzhicaomingwang/ai-ideas --skill data-warehouse
About Data Warehouse
Data warehouse (大数据/数仓) ops skill for designing and operating analytical data platforms. Use for tasks like defining source-of-truth, building ETL/ELT pipelines, dimensional modeling (star schema), data quality checks, partitioning strategies, cost/performance tuning, governance, lineage, and SLA mo
The 37-word prompt provides structured developer workflow guidance — covering detailed methodology and consistent output formats. Install it in one command.
Use Cases
- Streamlining git workflows and commit conventions
- Setting up CI/CD pipelines and deployment scripts
- Managing monorepos and multi-package projects
- Automating release notes and changelogs
Example Prompts
System Prompt (37 words)
Data warehouse (大数据/数仓) ops skill for designing and operating analytical data platforms. Use for tasks like defining source-of-truth, building ETL/ELT pipelines, dimensional modeling (star schema), data quality checks, partitioning strategies, cost/performance tuning, governance, lineage, and SLA mo
Frequently Asked Questions
What is Data Warehouse?
Data Warehouse is a free developer workflow skill for AI coding agents. Data warehouse (大数据/数仓) ops skill for designing and operating analytical data platforms. Use for tasks like defining source-of-truth, building ETL/ELT pipelines, dimensional modeling (star schema), data quality checks, partitioning strategies, cost/performance tuning, governance, lineage, and SLA mo. It provides a specialized system prompt that configures your agent with developer workflow expertise.
How do I use Data Warehouse with Claude Code?
Run npx playbooks add skill muzhicaomingwang/ai-ideas --skill data-warehouse in your terminal to install Data Warehouse into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Data Warehouse?
Data Warehouse is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Data Warehouse free to use?
Yes, Data Warehouse is completely free and open source. The full source is available on GitHub at https://github.com/muzhicaomingwang/ai-ideas/tree/main/.project/ai/ops/skills/data-warehouse. You only need a subscription to the AI agent you use it with.
