databricks-aibi-dashboards

Create and deploy Databricks AI/BI Lakeview dashboards via CLI with validated SQL queries.

4|1|Updated May 22, 2026

Search Tags:#data visualization #SQL #cli #dashboard #databricks #lakeview #ai/bi

One-click install

npx skills add https://github.com/ThomazRossito/ai-data-agents --skill databricks-aibi-dashboards-thomazrossito

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: databricks-aibi-dashboards
Source: https://github.com/ThomazRossito/ai-data-agents/tree/main/plugins/ai-data-agents/skills/databricks-aibi-dashboards
Command: npx skills add https://github.com/ThomazRossito/ai-data-agents --skill databricks-aibi-dashboards-thomazrossito

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Databricks AI/BI (Lakeview) dashboards use a unique serialized JSON structure where wrong widget versions, mismatched field names, or untested SQL cause broken dashboards. This Skill enforces a strict workflow that validates every query through the Databricks CLI before deployment. ## Core Features & Use Cases - Guided dashboard creation workflow: Discover table schemas, probe data with aggregate SQL, plan widget/filter structure, then deploy with `databricks lakeview create` using the correct flag and JSON field placement. - Full widget specification references: Versioned specs for counters, tables, bar/line/pie charts, maps, forecast-line with AI_FORECAST, pivot, histogram, sankey, heatmap, funnel, box, waterfall, and filter widgets. - Theming and layout rules: 12-column grid layout, uiSettings theme palettes, semantic color pinning, and cardinality limits for readable charts. - Use Case: Ask the agent to build a support operations dashboard on your Databricks tables; it explores the schema, tests each dataset query via CLI, generates the dashboard JSON, deploys it, and publishes it with a shareable link. ## Quick Start Create a Databricks AI/BI dashboard showing weekly case volume, resolution time KPIs, and a region filter from the catalog.schema.support_cases table.

Frequently Asked Questions about databricks-aibi-dashboards

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

When should I use a Databricks App instead of an AI/BI dashboard?▼

Use a Databricks App when you need write-back or data entry, custom UI interactions beyond the dashboard grid, embedded or auth-gated workflows, or a conversational Genie assistant as the primary surface. Managed dashboards fit read-only KPIs, charts, and filters.