databricks Claude Code Plugin
Claude Code PluginClaude CodeDatabaseData Engineering & AnalyticsCloud, Deployment & CI/CDDatabases & StorageThe explanation below is AI-generated. Please verify it against the sources.
It can be installed either through the Databricks CLI, which writes skill files directly into an agent's skill directory, or through plugin marketplaces for supported agents, which additionally bring slash commands and hooks. The prompt-router hook automatically loads the relevant product skill based on keywords detected in a user's prompt. A separate experimental skill set is also available for less-reviewed, best-effort functionality.
About the service
Databricks is a cloud-based data and AI platform (referred to as the lakehouse) offering compute and storage, the Lakebase managed Postgres service, Model Serving endpoints for hosted models, and orchestration for data pipelines and jobs. This plugin connects to that platform by teaching coding agents how to use its CLI, SDK, and product-specific APIs.
What you can do with databricks
- Set up CLI authentication and profile selection through the core skill
- Build full-stack TypeScript or Python apps using AppKit and design their dashboards/UX
- Deploy and manage resources with Declarative Automation Bundles (DABs)
- Orchestrate tasks, triggers, and schedules with Lakeflow Jobs
- Provision and manage Lakebase Postgres projects, branching, and synced tables
- Configure Model Serving endpoints and AI Gateway traffic
- Build batch/streaming pipelines with Spark Declarative Pipelines
- Migrate classic-compute workloads to serverless compute
- Access additional skills for vector search, Unity Catalog, ML training, MLflow evaluation, SQL warehouses, and synthetic data generation
- Use slash commands like /databricks:setup and /databricks:doctor plus hooks for session context and auth-failure hints (Claude Code and Cursor)