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sidemantic

Governed metrics, semantic modeling, and analytics dashboards

Defines governed business metrics once and queries them consistently from SQL, CLI, Python, and BI tools. Imports existing semantic models from Cube, dbt, LookML, and Power BI, eliminating duplicated metric logic across teams. Generates models automatically from raw SQL queries and builds interactive dashboards from validated definitions. Runs against DuckDB, Postgres, BigQuery, Snowflake, and other warehouses without rewriting queries.
npx skills add sidequery/sidemantic --all -g -y
Available:

Directs the agent to prefer Sidemantic's CLI-first workflows for validation, querying, and modeling, and to follow the project's structural and compatibility constraints when executing tasks.

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Frequently Asked Questions

FAQPage Schema
How to install Sidemantic?โ–ผ

Run `npx skills add sidequery/sidemantic --all -g -y` in your terminal to install all skills in this suite globally.

What is a semantic layer used for?โ–ผ

It lets you define business metrics like revenue once and reuse them everywhere, so every report and dashboard shows the same trusted numbers.

Can Sidemantic import my existing Cube or dbt models?โ–ผ

Yes. It auto-detects and imports models from Cube, dbt MetricFlow, LookML, Power BI, Malloy, Rill, and many other formats.

Which databases does Sidemantic support?โ–ผ

It runs queries on DuckDB, PostgreSQL, BigQuery, Snowflake, ClickHouse, Databricks, Spark SQL, and ADBC sources.

Can I build dashboards without writing frontend code?โ–ผ

Yes. The webapp-builder skill copies ready-made analytics components into your project and scaffolds a working dashboard from your models.

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