skills.rest
ThomazRossito
ThomazRossitoCOMMUNITY
Explore all skills by this author →
Website𝕏@thomazrossitoGitHub

databricks-bundles

Create and configure Databricks Declarative Automation Bundles for multi-environment deployment.

31|18|Updated Apr 4, 2026
Search Tags:#deployment#pipelines#cicd#databricks#bundles#jobs#dab
One-click install
npx skills add https://github.com/ThomazRossito/data-agents --skill databricks-bundles-thomazrossito
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: databricks-bundles
Source: https://github.com/ThomazRossito/data-agents/tree/main/skills/databricks/databricks-bundles
Command: npx skills add https://github.com/ThomazRossito/data-agents --skill databricks-bundles-thomazrossito

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Streamlines the creation, configuration, validation, planning, and deployment of Databricks Declarative Automation Bundles (DABs) across development, staging, and production workspaces to reduce manual errors in resource definition, path resolution, variable management, and permissions.

Core Features & Use Cases

  • Bundle authoring & scaffolding: Guiding bundle layout, variables, and target configuration for reproducible multi-environment projects.
  • Resource support: Manage pipelines, jobs, dashboards, apps, SQL alerts, model serving endpoints, quality monitors, schemas, volumes, and more through declarative resource files.
  • CI/CD and validation: Commands and best practices for bundle validate, plan, deploy, run, summary, and destroy with environment-specific behavior (development vs production) and recommended serverless defaults.
  • Operational guidance: Path resolution rules, permission and grants patterns, service principal run_as recommendations, and CLI version notes for feature compatibility.

Quick Start

Ask the agent to generate and deploy a databricks bundle named "project-name" to the dev target with variables catalog=dev_catalog and schema=dev_schema.

Frequently Asked Questions about databricks-bundles

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

FAQPage Schema
How do I deploy Databricks jobs and pipelines across dev, staging, and prod environments?▼

Databricks bundles let you author, validate, and deploy workspace resources like jobs and pipelines declaratively. You define variables and target configurations to ensure reproducible deployments across development, staging, and production environments.

What are Databricks Declarative Automation Bundles used for?▼

Databricks Declarative Automation Bundles (DABs) are used to manage pipelines, jobs, dashboards, apps, alerts, model serving, and quality monitors. They reduce manual errors by standardizing resource definition, path resolution, and permissions across workspaces.

How do I validate and plan a Databricks bundle before deploying?▼

You validate and plan a Databricks bundle using bundle validate, plan, and deploy commands. This process checks resource definitions, resolves variables, and ensures environment-specific behavior is correct before applying changes to the workspace.

Do I need Unity Catalog privileges to deploy Databricks bundles?▼

Yes, deploying Databricks bundles requires appropriate Unity Catalog privileges. You also need a Databricks CLI bundle-capable version, configured workspace profiles, and correct path resolution to ensure reliable deployment of resources.

Can I manage model serving endpoints and SQL alerts with Databricks bundles?▼

Yes, Databricks bundles support managing model serving endpoints, SQL alerts, dashboards, apps, and quality monitors. These resources are defined in declarative resource files and deployed alongside pipelines and jobs.

Why are my Databricks bundle deployments failing due to path resolution issues?▼

Bundle deployment failures often stem from incorrect path resolution, variable management, or permissions. Following operational guidance for path rules, service principal run_as configurations, and environment-specific variables ensures reliable deployment.

Related Skills

Explore More Data & Analytics Skills→
JingyiWngJingyiWng

databricks-bundles

Create and configure Databricks Declarative Automation Bundles for multi-environment deployments.

Community
Intermediate
hashimichehashimiche
29

nomad

Route Nomad intents to deploy, status, job, obs, and destroy sub-skills.

Community
Intermediate
onesmartguyonesmartguy
2

gitlab-ci-patterns

Automate GitLab CI/CD pipelines for build, test, and deployment workflows.

Community
Advanced
partme-aipartme-ai
610

terraform

Guide Terraform infrastructure as code with HCL syntax and state management.

Official
Intermediate