databricks-aibi-dashboards
CommunityBuild tested AI dashboards in Databricks.
Data & Analytics#dashboard#data-visualization#databricks#ai-bi#dashboard-json#sql-validation#execute_sql
Authordatasciencemonkey
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Databricks AI/BI dashboards can be brittle without a formal validation workflow. This skill enforces a mandatory process to design, test, and deploy dashboards by validating all SQL queries with execute_sql before production deployment.
Core Features & Use Cases
- Enforces a strict validation workflow: inspect schemas, write and test SQL queries, construct dashboard JSON, and deploy dashboards via create_or_update_dashboard.
- Integrates MCP tooling to streamline dashboard creation, testing, and publishing across Databricks workspaces.
- Use case: data teams build production dashboards that require query verification, governance, and reproducible deployment across environments.
Quick Start
Provide a validated dataset and run the automation to produce and deploy a dashboard after SQL testing.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: databricks-aibi-dashboards Download link: https://github.com/datasciencemonkey/coding-agents-databricks-apps/archive/main.zip#databricks-aibi-dashboards Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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