Add Data Vault 2.0 modeling reference guide#351
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Adds a comprehensive reference guide for Data Vault 2.0 (hubs, links, satellites, business vault) with dbt SQL templates, naming conventions, hash key patterns, and incremental loading strategies. Updates the dbt-develop skill to surface Data Vault as a first-class modeling option alongside traditional layer patterns and medallion architecture. https://claude.ai/code/session_01KksQUQebvg5P8XmvTkoeNM
…l errors Adversarial review found and fixed: - Replace NOT IN with LEFT JOIN WHERE NULL in hub/link templates (NULL-safe, faster) - Add multi-source hub loading example (core Data Vault use case) - Add satellite-on-link SQL template (was referenced but missing) - Add effectivity satellite pattern for tracking link validity periods - Fix dbtvault/automate-dv: they are the same package (renamed), not two - Add dialect note for qualify (Snowflake/BigQuery/Databricks only) - Add 3 common mistakes: NOT IN, inconsistent hashing, NULL-unsafe comparisons - Update SKILL.md Plan step to mention Data Vault layers https://claude.ai/code/session_01KksQUQebvg5P8XmvTkoeNM
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✨ Finishing Touches🧪 Generate unit tests (beta)
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Summary
Added comprehensive Data Vault 2.0 modeling reference documentation to the dbt-develop skill. This new guide covers the complete Data Vault methodology including:
Updated the skill description to reflect Data Vault 2.0 coverage alongside existing medallion architecture patterns.
Test Plan
N/A — Documentation-only change. Content accuracy verified against Data Vault 2.0 methodology standards and dbt best practices.
Checklist
https://claude.ai/code/session_01KksQUQebvg5P8XmvTkoeNM