Data · Skill
dbt Transformation Patterns
Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing analytics engineering best practices.
Open in PhởWhat the skill covers
The sections of its instructions, in order.
- 01 When to Use This Skill
- 02 Core Concepts
- 1. Model Layers (Medallion Architecture)
- 2. Naming Conventions
- 03 Quick Start
- 04 Detailed patterns and worked examples
- 05 Best Practices
- Do's
- Don'ts
Reference files
1 file Phở can open while it uses the skill.
- references/details.md
More in Data engineering and analytics
- Apache Airflow DAG Patterns
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling…
- Data Quality Frameworks
Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing…
- Apache Spark Optimization
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data…
- Data Storytelling
Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or…
- KPI Dashboard Design
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics…
Similar data skills
Frequently asked questions
What does dbt Transformation Patterns do?
Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing analytics engineering best practices.
Is dbt Transformation Patterns free to use?
Yes. dbt Transformation Patterns is published by Seth Hobson under the MIT licence, and you can use it with a free Phở account.
How do I use dbt Transformation Patterns in Phở?
Press Open in Phở, then Try to apply it to your next message, or add the Data engineering and analytics set so Phở loads it whenever a request matches.
Does dbt Transformation Patterns need other tools?
No. It works in a normal Phở chat with what you type or upload.
Copied unchanged from wshobson/agents at commit 7e2fb55 and credited to Seth Hobson, who is not affiliated with Phở. The full instructions and licence text ship with the skill inside Phở.