skills.rest
juanlamadrid20
juanlamadrid20COMMUNITY
Explore all skills by this author →
GitHub

aibi-dashboards

Build AI/BI dashboards from Databricks data with validated SQL queries.

Updated Sep 29, 2025
Search Tags:#validation#ai#dashboard#widgets#bi#databricks#dashboard-json
One-click install
npx skills add https://github.com/juanlamadrid20/dbrx-multi-agent-retail-intelligence --skill aibi-dashboards-juanlamadrid20
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aibi-dashboards
Source: https://github.com/juanlamadrid20/dbrx-multi-agent-retail-intelligence/tree/main/.claude/skills/aibi-dashboards
Command: npx skills add https://github.com/juanlamadrid20/dbrx-multi-agent-retail-intelligence --skill aibi-dashboards-juanlamadrid20

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Create AI/BI dashboards from Databricks data while enforcing a strict validation workflow to prevent broken dashboards due to untested queries.

Core Features & Use Cases

  • Automated dashboard generation from structured data sources in Databricks.
  • Mandatory query validation using execute_sql before deployment to ensure widget data integrity.
  • End-to-end workflow from table schemas to final dashboard deployment, suitable for product analytics, sales dashboards, and operational dashboards.

Quick Start

Test all SQL queries with execute_sql, then deploy the dashboard using create_or_update_dashboard after validating the results against table schemas.

Frequently Asked Questions about aibi-dashboards

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

FAQPage Schema
How do I build AI dashboards from Databricks data while ensuring SQL queries are validated?▼

Create AI dashboards from Databricks data by validating all SQL queries with execute_sql before deployment. This ensures widget data integrity and prevents broken dashboards caused by untested queries.

What is the deployment process for Databricks dashboards using create_or_update_dashboard?▼

Deploy Databricks dashboards deterministically using create_or_update_dashboard after validating SQL query results against table schemas. This finalizes dashboards for product analytics, sales, inventory, and operations.

Do I need to test SQL queries with execute_sql before creating BI dashboards?▼

Yes, testing SQL queries with execute_sql is mandatory before creating BI dashboards. It enforces strict widget naming and data integrity rules, preventing broken dashboards from deploying.

Can I generate dashboards for operational analytics directly from Databricks table schemas?▼

Yes, you can generate dashboards for operational analytics directly from Databricks table schemas. The workflow spans end-to-end from schema mapping to finalized dashboard deployment.

Why does my Databricks dashboard deployment fail due to widget data integrity rules?▼

Dashboard deployment fails if strict widget naming and data integrity rules are unmet. You must validate all SQL queries with execute_sql to satisfy Spark SQL compatibility and prevent failures.

Related Skills

Explore More Data & Analytics Skills→
datasciencemonkeydatasciencemonkey
27

aibi-dashboards

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

Community
Advanced
databricks-solutionsdatabricks-solutions
1.8k

aibi-dashboards

Create and deploy AI/BI dashboards in Databricks with SQL validation.

Official
Advanced
robkiskrobkisk

databricks-aibi-dashboards

Create and update Databricks AI/BI dashboards with SQL validation and deployment.

Community
Advanced
fatihkanfatihkan
7

data-analytics

Analyze datasets and generate analytics reports with visuals.

Community
Advanced