sidemantic

Build interactive analytics webapps, demos, dashboards, or embedded app surfaces from Sidemantic semantic models using copyable component primitives and deterministic query inspection. Use when asked to create a web UI around Sidemantic models, generate a metric explorer, copy reusable analytics components into a project, connect a frontend to Sidemantic query APIs, build a Pyodide/DuckDB-WASM or Sidemantic Rust WASM/DuckDB-WASM demo, expose Sidemantic through an app server, or adapt the Sidemantic widget/UI patterns into a product webapp.

Build, validate, and manage semantic models using Sidemantic. Use when asked to create a semantic layer, define metrics/dimensions, model a database schema, generate models from SQL queries, import from Cube/dbt/LookML, or set up analytics definitions. Prioritizes CLI-first workflows, with YAML and optional Python API usage for advanced automation.