dbt-transformation-patterns skillA
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dbt-transformation-patterns is agent-read markdown (skill) from rudycity/superagent: 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..
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What the file says
# dbt Transformation Patterns
Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing.
## When to Use This Skill
- Building data transformation pipelines with dbt
- Organizing models into staging, intermediate, and marts layers
- Implementing data quality tests
- Creating incremental models for large datasets
- Documenting data models and lineage
- Setting up dbt project structure
## Core Concepts
### 1. Model Layers (Medallion Architecture)
```
sources/ Raw data definitions
↓
staging/ 1:1 with source, light cleaning
↓
intermediate/ Business logic, joins, aggregations
↓
marts/ Final analytics tables
```
### 2. Naming Conventions
| Layer | Prefix | Example |
| ------------ | -------------- | ----------------------------- |
| Staging | `stg_` | `stg_stripe__payments` |
| Intermediate | `int_` | `int_payments_pivoted` |
| Marts | `dim_`, `fct_` | `dim_customers`, `fct_orders` |
## Quick Start
```yaml
# dbt_project.yml
name: "analytics"
version: "1.0.0"
…Read the whole file at its exact version.
How to install
mdr add rudycity/superagent/dbt-transformation-patterns@git:20260626.019dba9mdr add rudycity/superagent/dbt-transformation-patterns@sha256:c402788b6294bdd4Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
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Source
rudycity/superagent · 23 stars · license MIT · pushed 2026-09-22 · branch main
API
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