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databricks-aibi-dashboards

Automate validation and deployment of Databricks AI/BI dashboards.

1|Updated Dec 15, 2025
Search Tags:#workflow#deployment#dashboards#validation#sql#databricks#ai-bi
One-click install
npx skills add https://github.com/lucaslessachaves/default --skill databricks-aibi-dashboards-lucaslessachaves
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: databricks-aibi-dashboards
Source: https://github.com/lucaslessachaves/default/tree/main/.claude/skills/databricks-aibi-dashboards
Command: npx skills add https://github.com/lucaslessachaves/default --skill databricks-aibi-dashboards-lucaslessachaves

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Streamlines the end-to-end process of building, validating, and deploying Databricks AI/BI dashboards, ensuring dashboards are reliable and compliant with governance rules.

Core Features & Use Cases

  • Provides a repeatable workflow from schema discovery to deployment, reducing manual coordination.
  • Enforces pre-deployment SQL validation via execute_sql and ensures dataset integrity before build.
  • Supports dashboard assembly, validation, and publishing across Databricks environments for analytics, reporting, and operational monitoring.

Quick Start

Validate all SQL queries with execute_sql, assemble the dashboard JSON, and deploy using manage_dashboard to create or update the dashboard.

Frequently Asked Questions about databricks-aibi-dashboards

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

FAQPage Schema
How do I automate Databricks AI/BI dashboard deployment?▼

Automating Databricks AI/BI dashboard deployment requires a workflow that discovers schemas, validates SQL queries, assembles dashboard JSON, and deploys via manage_dashboard to ensure reliability and compliance.

What is the best way to validate SQL before deploying Databricks dashboards?▼

Validating SQL before deploying Databricks dashboards involves executing queries with the execute_sql function to test dataset integrity and ensure compliance before assembling the dashboard JSON.

How do I discover database schemas for Databricks AI/BI dashboards?▼

Discovering database schemas for Databricks AI/BI dashboards is accomplished by using the get_table_stats_and_schema function to map datasets before query validation and dashboard assembly.

Can I update existing Databricks dashboards without manual configuration?▼

Updating existing Databricks dashboards without manual configuration is possible by assembling the dashboard JSON and using manage_dashboard to create or update the dashboard across environments.

Does Databricks AI/BI dashboard deployment require pre-deployment SQL validation?▼

Databricks AI/BI dashboard deployment enforces pre-deployment SQL validation via execute_sql to ensure dataset integrity and governance compliance before publishing dashboards across environments.

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