Tag: semantic-layer
Migrate Metabase to Bonnard Semantic Layer
This skill guides the development of a semantic layer by analyzing an existing Metabase instance. It walks the user through connecting to Metabase, generating an intelligence report, and subsequently building structured cubes and views usin…
Semantic Layer Setup and Deployment Guide
This skill guides users through the end-to-end process of building and deploying a semantic layer using the Bonnard CLI. It facilitates connecting data sources, defining structured cubes with measures and dimensions, and creating curated vi…
Semantic Layer Design Guide for AI Agents
This guide outlines best practices for designing semantic data layers, ensuring views are audience-centric and optimized for consumption by both human users and AI agents. It covers principles like starting from user questions, implementing…
Wren Engine CLI Agent Workflow
An agentic workflow for performing end-to-end data analysis using the Wren Engine CLI. It enables agents to query databases via an MDL semantic layer and manage semantic memory for context retrieval and query storage.
Migrate Metabase Metrics to Semantic Layer
This skill guides the process of analysing an existing Metabase instance and building a comprehensive semantic layer. It facilitates the extraction of core metrics, dimensions, and relationships to model data within a structured semantic la…
Semantic Layer Setup and Deployment Guide
This skill guides the user through the end-to-end process of building and deploying a semantic layer using the Bonnard CLI. It systematically covers data source connection, cube definition, view design, validation, and final deployment.
Semantic Layer Design Guide for AI Agents
Provides architectural principles for designing audience-centric semantic layers, ensuring that data views and measures are optimized for natural language querying by AI agents. It guides developers on moving beyond schema-mirroring to buil…
Wren SQL Query Generation and Correction
This skill assists in generating and debugging SQL queries for Wren Engine, ensuring adherence to its semantic layer (MDL) and dialect quirks. It covers MDL query rules, data types, and error diagnosis, promoting efficient and accurate data…