DB
dbt-transformation-patterns
Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing.
Install
mkdir -p .claude/skills/dbt-transformation-patterns-fiscfed9 && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/14507" && unzip -o skill.zip -d .claude/skills/dbt-transformation-patterns-fiscfed9 && rm skill.zipInstalls to .claude/skills/dbt-transformation-patterns-fiscfed9
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing.144 charsno explicit “when” trigger
About this skill
dbt Transformation Patterns
Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing.
Use this skill when
- Building data transformation pipelines with dbt
- Organizing models into staging, intermediate, and marts layers
- Implementing data quality tests and documentation
- Creating incremental models for large datasets
- Setting up dbt project structure and conventions
Do not use this skill when
- The project is not using dbt or a warehouse-backed workflow
- You only need ad-hoc SQL queries
- There is no access to source data or schemas
Instructions
- Define model layers, naming, and ownership.
- Implement tests, documentation, and freshness checks.
- Choose materializations and incremental strategies.
- Optimize runs with selectors and CI workflows.
- If detailed patterns are required, open
resources/implementation-playbook.md.
Resources
resources/implementation-playbook.mdfor detailed dbt patterns and examples.