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aibi-dashboards

Create and validate Databricks AI/BI dashboards with SQL testing before deployment.

27|9|Updated Feb 3, 2026
Search Tags:#databricks#dashboard-automation#ai-bi#sql-testing#widget-configuration#dashboard-deployment
One-click install
npx skills add https://github.com/datasciencemonkey/claude-code-cli-bricks --skill aibi-dashboards-datasciencemonkey
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aibi-dashboards
Source: https://github.com/datasciencemonkey/claude-code-cli-bricks/tree/main/.claude/skills/aibi-dashboards
Command: npx skills add https://github.com/datasciencemonkey/claude-code-cli-bricks --skill aibi-dashboards-datasciencemonkey

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables automated creation and validation of AI/BI dashboards in Databricks environments, ensuring dashboards are accurate and deployment-ready by enforcing test-driven SQL checks.

Core Features & Use Cases

  • Generate AI/BI dashboards from datasets and queries with deterministic widget layouts and versioned widgets.
  • Validate SQL queries with execute_sql prior to deployment to prevent broken dashboards.
  • Deploy dashboards to a Databricks workspace and support filters, counters, tables, and charts.

Quick Start

Use the aibi-dashboards skill to build a dashboard for dataset ds_sales showing revenue by region, then test all queries with execute_sql and deploy to the workspace.

Frequently Asked Questions about aibi-dashboards

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

FAQPage Schema
How do I automate Databricks dashboard creation and validate SQL queries before deployment?▼

Automate Databricks dashboard creation by generating deterministic widget layouts with versioned widgets, validating Spark SQL queries via execute_sql, and deploying using MCP tools for accurate, deployment-ready dashboards.

What is the best way to build AI BI dashboards in Databricks with deterministic widget layouts?▼

Building AI BI dashboards involves configuring filters, counters, tables, and charts as versioned widgets with deterministic layouts, enforcing test-driven SQL checks to prevent broken dashboards before workspace deployment.

Does the dashboard deployment workflow support testing Spark SQL queries prior to publishing?▼

Dashboard deployment workflows support integrated SQL testing by executing queries with execute_sql prior to publishing, preventing broken dashboards and ensuring dataset accuracy in Databricks environments.

Can I configure filters, counters, tables, and charts for AI BI dashboards in Databricks?▼

You can configure filters, counters, tables, and chart widgets for AI BI dashboards in Databricks, generating deterministic widget layouts from datasets and queries to visualize data accurately.

Why should I use test-driven SQL checks for AI BI dashboard deployment in Databricks?▼

Test-driven SQL checks for AI BI dashboard deployment prevent broken dashboards by validating Spark SQL queries with execute_sql prior to publishing, ensuring accurate data queries and deployment-ready widgets.

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