Generates BIG-IP Lua scripts for automated network setups.
npx skills add https://github.com/PatrickCuba/the_data_must_flow --skill dv-mart
Please help me install this Agent Skill. Skill: dv-mart Source: https://github.com/PatrickCuba/the_data_must_flow/tree/main/dvos-skills/skills/dv-mart Command: npx skills add https://github.com/PatrickCuba/the_data_must_flow --skill dv-mart
The Information Mart (IM) layer provides business-key oriented views built atop the Raw Vault, shielding analysts from vault internals, enabling BI tooling with stable representations and no exposure of hash keys. The IM acts as an Anti-Corruption Layer, allowing cross-hub, cross-satellite analytics without requiring users to understand complex Vault primitives.
Create an IM view by joining HUB_<ENTITY> to SAT_<ENTITY> using VC_SAT_<ENTITY> or PIT_BRIDGE constructs to produce the business-key view, then run the Doctrine Enforcer to validate the design.
High-intent search queries and answers about installing and using this skill.
Build Information Mart views by joining HUB and SAT tables using VC_ or VH_ patterns to expose natural business keys. This shields analysts from internal vault hash keys and delivers stable current-state or historical data slices.
An Information Mart is an anti-corruption layer that translates raw vault primitives into business-key oriented views. It enables cross-hub and cross-satellite analytics without exposing complex vault internals like hash keys to BI tools.
Hide hash keys by applying Information Mart governance rules that expose only natural business keys. The Doctrine Enforcer validates these views to ensure no internal hash keys leak into BI outputs.
Use PIT and Bridge tables when handling cross-hub traversal and multi-satellite analytics. They align satellite data temporally, supporting complex current-state and historical requirements while maintaining scalable query performance.
Information Mart supports large scale analytics performance through Supernova and Dynamic Iceberg patterns. These scalable performance modes optimize query speed for large deployments while maintaining standard business-key exposure.
Validate Information Mart views against Data Vault governance rules by running the Doctrine Enforcer after view creation. This checks that outputs contain only natural business keys and confirms no vault hash keys are exposed to downstream BI tools.
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