Skip to content
TrustedSkillsbeta
Back to all skills

Dbt Transformation Patterns

Listed
ravinani02·vlatest·data

Identifies common DBT transformation patterns in SQL code to suggest optimizations and best practices for improved efficiency.

Repository

Install on your platform

This skill no longer installs under the name dbt-transformation-patterns. ravinani02/opencode-agent-skills is deleted or private, so it cannot be installed from.

We check each listing against its upstream repository with the rules the skills CLI uses, last on 2026-10-22. We don't show a command we know will fail.

Repository install instructions

What we know about this skill

Publisher

ravinani02

Taken from the source listing. We haven't verified who controls this account.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

Nobody has reviewed this code. TrustedSkills indexes and links skills; it does not audit, run or scan them. A skill runs with whatever access you give your agent — read the source before you install it.

Automated safety checks

scanned

We could not read this skill's source, so none of the checks below were run.

Not scanned. repository not found or private Source recorded as ravinani02/opencode-agent-skills.
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

About this skill

What it does

This skill provides guidance and code snippets for implementing common dbt (data build tool) transformation patterns. It helps users understand best practices for data modeling within a dbt project, including techniques for incremental models, staging, and dimension/fact table creation. The skill aims to improve the efficiency and maintainability of dbt workflows by leveraging established patterns.

When to use it

  • You're starting a new dbt project and need guidance on structuring your data models.
  • You’re encountering performance issues with existing dbt models and want to explore incremental loading strategies.
  • You are looking for examples of how to implement specific transformation patterns like slowly changing dimensions (SCDs) in dbt.
  • You're refactoring an existing dbt project to improve code readability and maintainability.

Key capabilities

  • Provides code snippets for common dbt transformations.
  • Offers guidance on incremental model implementation.
  • Supports staging and dimension/fact table creation patterns.
  • Demonstrates best practices for data modeling in dbt.

Example prompts

  • "Show me an example of how to create an incremental model in dbt."
  • "What's the best way to implement a slowly changing dimension (SCD) type 2 in dbt?"
  • "Can you give me some guidance on structuring staging models in my dbt project?"

Tips & gotchas

  • Requires familiarity with basic dbt concepts and SQL.
  • The skill provides patterns; adaptation to specific data structures is often necessary.