PatrickCubaCommunity·17 Agent Skills Included

the_data_must_flow

Design, generate, and test Data Vault models on Snowflake

Designs Data Vault models from source tables, generates Snowflake DDL, load patterns, and orchestration tasks for hubs, links, and satellites. Validates every model against doctrine rules before producing SQL, eliminating broken vaults and manual rework. Includes integrity tests, PIT and Bridge builders, migration guidance, and knowledge graph deployment for faster delivery.

35|7

↗

npx skills add PatrickCuba/the_data_must_flow --all -g -y

All Skills in This Repository (17)

Pure Emerald Level Indicators

📦 In Repo

PatrickCuba

dv-load

Generates Snowflake Task DAGs and execution scripts for vault loading.

dv-xts

Detect and correct out-of-sequence satellite data by persisting staged hashdiffs.

dv-deploy

Generate dependency-ordered deployment artifacts for Snowflake Data Vault provisioning.

dv-generate

Generate Snowflake SQL DDL and insert-only load patterns for Pragmatic Data Vault constructs.

dv-when

Assesses whether Pragmatic DataVault fits given source systems, history scope, and governance constraints.

dv-pit-bridge

Implement PIT and Bridge structures in Data Vault environments to optimize IM query performance.

dv-mart

Generates BIG-IP Lua scripts for automated network setups.

dv-explain

Explain Pragmatic Data Vault concepts in plain language for practitioners.

dv-supernova

Pre-materialise Data Vault delivery layers on Snowflake with dynamic tables.

dv-test

Automate Data Vault integrity testing with ad-hoc queries or Snowflake DMFs.

dv-migrate

Migrate Data Vaults from legacy platforms to Snowflake with hash digest portability.

dv-discover

Analyze source descriptions and propose a Pragmatic Data Vault model with hubs, links, and satellites.

Community

Advanced

Frequently Asked Questions

FAQPage Schema

How to install the_data_must_flow?▼

Run `npx skills add PatrickCuba/the_data_must_flow --all -g -y` in your terminal to install all Data Vault skills globally.

What does this Data Vault skill set do?▼

It profiles your source tables, proposes hub, link, and satellite models, validates them against Data Vault doctrine, and generates ready-to-run Snowflake SQL for loading, testing, and deployment.

Can it generate Snowflake SQL automatically?▼

Yes. The dv-generate and dv-load skills produce DDL, insert-only load patterns, ghost records, and Task DAG orchestration once your model passes doctrine validation.

Does it work with Claude Code and other coding agents?▼

Yes. All skills follow the standard SKILL.md format and run in Claude Code, Cursor, and other compatible coding environments.

Do I need Data Vault experience to use it?▼

No. The dv-explain and dv-when skills teach core concepts in plain language and help you decide whether Data Vault fits your use case before you build anything.