des-dbt-engineering

What problem does it solve?

It helps agents translate DES lifecycle artifacts into correct, testable, and well-documented dbt work so implementations respect DES meaning, contracts, and Done Gates instead of becoming ad-hoc SQL changes.

Core Features & Use Cases

• DES-to-dbt implementation workflow: uses DES phase outputs (Silver/Gold specifications, data contracts, handoffs, evidence) to plan and implement dbt models that align with the intended grain and responsibilities.
• dbt modeling, testing, and documentation guidance: structures staging/intermediate/mart work using DES-aware conventions, focusing on ref()/source(), model grain clarity, and high-value tests (including unit tests for complex logic).
• Evidence-first completion: produces dbt evidence packs and review reports aligned to DES phase Done Gates using command results (e.g., manifest/run/test artifacts) rather than relying on untracked runs.

Quick Start

Use this skill when implementing DES Phase 10–16 dbt work by first reading the relevant DES planning artifacts and then building the needed dbt models, tests, docs, and evidence in a DES-safe, scoped manner.