Create dac dashboards by writing YAML or TSX definition files. Use when the user wants to create, modify, or understand dashboard files, widget configuration, filters, query templating, or CLI usage. TSX dashboards enable loops, variables, custom components, and data-driven layouts impossible in YAML.
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…
Answer analytical, KPI, metric, trend, cohort, and business-performance questions through a Sidemantic semantic layer. Use when asked to analyze data, explain why a metric changed, compare segments or periods, calculate a business measure, or explore warehouse data when Sidemantic MCP tools or semantic model files are…
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…
Release the Grafana Cube datasource plugin end-to-end: babysit a feature PR until green and merge it, merge the release-please PR to publish a release, and run the CD workflow to deploy to Grafana Cloud. Use when the user mentions release, publish, ship, deploy the plugin, or babysit a PR.
Query governed metrics, targets, and entities from a Steep workspace and create reports via the Steep MCP server. Use when the user asks about company metrics, KPIs, targets, or wants a report built from Steep data.
Run destructive tenant-data operator subcommands via the atlas-operator binary — proactive enable/disable, seed prompts/workspace, ops wipe, backfill-crm-leads, smoke-crm, teardown-verify-accounts, gate-export. Use when asked to wipe, seed, backfill, smoke-test, tear down, or export gate decisions from…
Publish or bump an @useatlas/ npm package. Use when bumping a version in packages/types, schemas, sdk, react, plugin-sdk, or webhook-publisher, when pushing release tags, or when Deploy Validation scaffolds fail on npm install after a version change.