databricks

Skills (34)

• Skill databricks-agent-bricks

  Create Agent Bricks: Knowledge Assistants (KA) for document Q&A and Supervisor Agents for multi-agent orchestration (MAS).

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-agent-bricks

• Skill databricks-ai-functions

  Use Databricks built-in AI Functions (ai_classify, ai_extract, ai_summarize, ai_mask, ai_translate, ai_fix_grammar, ai_gen, ai_analyze_sentiment, ai_similarity, ai_parse_document, ai_prep_search…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-ai-functions

• Skill databricks-ai-runtime

  Databricks AI Runtime, the `databricks air` CLI commands for submitting and managing GPU training workloads on Databricks serverless compute.

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-ai-runtime

• Skill databricks-aibi-dashboards

  Create Databricks AI/BI dashboards. Must use when creating, updating, or deploying Lakeview dashboards as Databricks Dashboard have a unique json structure.

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-aibi-dashboards

• Skill databricks-app-design

  Design the UX of custom-code Databricks Apps (AppKit/React) data screens — KPI/overview pages, reports, charts, tables, and Genie/chat data assistants — mapped to concrete AppKit components.

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-app-design

• Skill databricks-apps

  Build apps on Databricks Apps platform. Use when asked to create data apps, analytics tools, or custom interactive visualizations. A plain "create a dashboard" request means a managed AI/BI (Lakeview)

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-apps

• Skill databricks-apps-python

  Python backend for Databricks Apps — FastAPI (default), Flask, Dash, Streamlit, Gradio, Reflex. **Default for a new Databricks App is `databricks-apps` (AppKit — Node/TypeScript/React) — reach for…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-apps-python

• Skill databricks-core

  Databricks CLI operations and the parent/entry-point skill for Databricks CLI use: authentication, profile selection, and bundles.

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-core

• Skill databricks-dabs

  Create, configure, validate, deploy, run, and manage Declarative Automation Bundles (DABs, formerly Databricks Asset Bundles).

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-dabs

• Skill databricks-data-discovery

  Discover, explore, and query Databricks data via Genie — the CLI equivalent of the Genie One MCP. MUST be invoked whenever the user asks to find or locate data ('what tables are in X', 'where does X…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-data-discovery

• Skill databricks-dbsql

  Databricks SQL (DBSQL) advanced features and SQL warehouse capabilities. This skill MUST be invoked when the user mentions: "DBSQL", "Databricks SQL", "SQL warehouse", "SQL scripting", "stored…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-dbsql

• Skill databricks-docs

  Databricks documentation reference via llms.txt index. Use when other skills do not cover a topic, looking up unfamiliar Databricks features, or needing authoritative docs on APIs, configurations…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-docs

• Skill databricks-execution-compute

  Execute code and manage compute on Databricks: run Python/Scala/SQL/R via serverless, classic, or interactive clusters, and create/resize/delete clusters and SQL warehouses.

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-execution-compute

• Skill databricks-genie-agents

  Create, manage, and query Databricks Genie Agents — curated, per-data natural-language agents (formerly Genie Spaces): build, export/import, migrate across workspaces, and ask questions of a…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-genie-agents

• Skill databricks-iceberg

  Apache Iceberg tables on Databricks — Managed Iceberg tables, External Iceberg Reads (fka Uniform), Compatibility Mode, Iceberg REST Catalog (IRC), Iceberg v3, Snowflake interop, PyIceberg, OSS…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-iceberg

• Skill databricks-jobs

  Develop and deploy Lakeflow Jobs on Databricks via DABs, Python SDK, or the CLI. Use when creating data engineering jobs with notebooks, Python wheels, SQL, dbt, or pipelines.

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-jobs

• Skill databricks-lakebase

  Databricks Lakebase Postgres: projects, scaling, connectivity, Lakebase synced tables, and Data API. Use when asked about Lakebase databases, OLTP storage, or connecting apps to Postgres on…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-lakebase

• Skill databricks-lakeflow-connect

  Build managed ingestion pipelines into Databricks using Lakeflow Connect. Use when ingesting from SaaS apps (Salesforce, Workday Reports, ServiceNow, Google Analytics 4, HubSpot, Confluence) or…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-lakeflow-connect

• Skill databricks-metric-views

  Unity Catalog metric views: define, create, query, and manage governed business metrics in YAML. Use when building standardized KPIs, revenue metrics, order analytics, or any reusable business…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-metric-views

• Skill databricks-ml-training

  Train ML models on Databricks. Use for: classification/regression/deep-learning (XGBoost, scikit-learn, LightGBM, PyTorch) with Optuna, @prod/@challenger aliases, batch scoring (spark_udf for plain…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-ml-training

• Skill databricks-mlflow-evaluation

  MLflow 3 GenAI agent evaluation. Use when writing mlflow.genai.evaluate() code, creating @scorer functions, using built-in scorers (Guidelines, Correctness, Safety, RetrievalGroundedness), building…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-mlflow-evaluation

• Skill databricks-model-serving

  Databricks Model Serving endpoint lifecycle and ops. Use when asked to: CRUD serving endpoints (CLI or MLflow Deployments client); configure traffic routing for A/B / canary deploys and…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-model-serving

• Skill databricks-pipelines

  Develop Lakeflow Spark Declarative Pipelines (formerly Delta Live Tables) on Databricks. Use when building batch or streaming data pipelines with Python or SQL, including Auto CDC from event streams…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-pipelines

• Skill databricks-python-sdk

  Databricks development guidance including Python SDK, Databricks Connect, CLI, and REST API. Use when working with databricks-sdk, databricks-connect, or Databricks APIs.

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-python-sdk

• Skill databricks-serverless

  Serverless compute for Databricks jobs, Lakeflow pipelines and Declarative Automation Bundles (DABs), with STANDARD or PERFORMANCE_OPTIMIZED and classic only where serverless cannot run the workload.

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-serverless

• Skill databricks-serverless-migration

  Migrate Databricks workloads from classic compute to serverless compute. Use when migrating notebooks, jobs, pipelines, or Scala JARs (`spark_jar_task`) from classic clusters to serverless, checking…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-serverless-migration

• Skill databricks-setup-local

  Previews, provisions, or diagnoses a uv-managed local Python .venv with `databricks environments setup-local`. Use when the user wants to set up or fix one for Databricks Connect, cluster or…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-setup-local

• Skill databricks-spark-structured-streaming

  Comprehensive guide to Spark Structured Streaming for production workloads. Use when building streaming pipelines, working with Kafka ingestion, implementing Real-Time Mode (RTM), configuring…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-spark-structured-streaming

• Skill databricks-synthetic-data-gen

  Generate realistic synthetic data using Spark + Faker (strongly recommended). Supports serverless execution, multiple output formats (Parquet/JSON/CSV/Delta), and scales from thousands to millions…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-synthetic-data-gen

• Skill databricks-unity-catalog

  Unity Catalog governance, access control, and observability. Use to grant or revoke access (GRANT/REVOKE), reason about the privilege model and ownership, set up row-level security and column masks…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-unity-catalog

• Skill databricks-unity-gateway

  Use when querying or calling pay-per-token foundation models, or when creating, updating, listing, or querying Unity Gateway (also called Unity AI Gateway) services, including model provider…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-unity-gateway

• Skill databricks-unstructured-pdf-generation

  Build RAG / unstructured-document evaluation datasets and demo documents (e.g. for Knowledge Assistant) on Databricks: generate synthetic PDFs locally, upload to Unity Catalog volumes, and pair each…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-unstructured-pdf-generation

• Skill databricks-vector-search

  Databricks Vector Search endpoints and indexes for RAG and semantic search; covers index types, search modes, end-to-end RAG patterns

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-vector-search

• Skill databricks-zerobus-ingest

  Push records from apps, services, devices, or scripts directly into Unity Catalog Delta tables with Zerobus Ingest: SDKs (Python, TypeScript, Go, Java, Rust, C++, .NET), REST, OTLP, MQTT, Arrow…

  Any agent

  npx skills add databricks/databricks-agent-skills --skill databricks-zerobus-ingest

Commands (2)

• Command doctor

  Read-only Databricks health check: CLI, profiles, auth validity via one API call. Pass `full` to also check compute and recent job failures.

• Command setup

  Set up Databricks CLI auth: install check, then an OAuth / PAT / service-principal profile (workspace or account-level), then verify.

From Anthropic's public plugin directory, read on 2026-10-16. Find a skill by task.