dbt-semantic-layer-developer

What problem does it solve?

This Skill provides expert-level assistance with dbt Semantic Layer, MetricFlow, semantic models, metrics, dimensions, entities, measures, and BI tool integrations. It helps users build semantic models, create metrics, debug validation errors, and integrate with BI tools, enabling consistent metrics across all data tools.

Core Features & Use Cases

• Semantic Model Development: Define and manage semantic models, including entities, dimensions, and measures.
• Metric Creation: Create various types of metrics (simple, ratio, cumulative, derived, conversion) and manage their configurations.
• MetricFlow Integration: Configure and utilize MetricFlow for time spine, join logic, grain, and filtering.
• BI Tool Integration: Integrate with Tableau, Power BI, Looker, Hex, Mode, and other BI tools for data analysis.
• Verification & Debugging: Validate and debug semantic layer issues, including validation errors and query failures.

Quick Start

Use the skill to define a semantic model for orders, including entities like order_id and customer_id, dimensions like order_date and order_status, and measures like order_total and order_count.