Dashboard Brief Skill

This skill converts a business question or monitoring need into a complete, implementation-ready dashboard specification. The output gives a data engineer or BI developer everything they need to build without a follow-up meeting.

Required Inputs

Work from what is given. If any of these is missing, still produce the complete output: fill each gap with a reasonable assumption marked (assumed, confirm) and list those assumptions at the end. Ask a question first only when the core subject itself is missing (there is nothing to write about).

• The business question this dashboard should answer (e.g. "How is our activation funnel performing this week?")
• Primary audience (exec / product team / operations / customer success / engineering)
• Refresh cadence (real-time / hourly / daily / weekly)
• Data sources available (e.g. Postgres, BigQuery, Mixpanel, Salesforce, Jira)
• BI tool being used (Looker / Metabase / Tableau / Power BI / Grafana / Custom / Unknown)

Output Structure

Dashboard Brief: [Dashboard Name]