Produces a structured metrics and dashboard specification: questions to answer, KPIs, dimensions, chart types, filters, and data caveats — before building in Looker, Grafana, Tableau, or any BI tool. Use for dashboard requirements, metric definition, KPI planning, or "what should we track" questions.