Database
Databricks agent skills for Claude Code, Codex and other agents.
- skills
- 98
- official
- 53
- Type
- Database
- Website
- databricks.com
- Official GitHub
- databricks, databricks-solutions
- Reviews
- See Databricks on Enlisted
Databricks skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Designs Azure infrastructure from a natural-language description, or diagrams an existing resource group, then refines the design through conversation and deploys it with Bicep. | github/ | 40k | 1 repo | ~1.9k | Automated safety check: Pass | MIT | today |
| 2 | A skill your agent uses for an open dbt-databricks pull request, including your own PR or a fork PR, to assess merge readiness and optionally repair selected gaps on the PR head branch. | databricks/ | 379 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Updates the Databricks CLI's cli-compat.json with new AppKit and Agent Skills versions and opens a pull request for the change. | databricks/ | 404 | — | ~1.3k | Automated safety check: Notes | Unknown | today |
| 4 | Bumps the databricks-sdk-go dependency in the Databricks CLI together with its pinned OpenAPI spec SHA, then regenerates the files that depend on them. | databricks/ | 404 | — | ~2k | Automated safety check: Notes | Unknown | today |
| 5 | Updates the default serverless environment version in Databricks CLI bundle templates together with its coupled Python and DB Connect pins. | databricks/ | 404 | — | ~1.3k | Automated safety check: Notes | Unknown | today |
| 6 | Databricks SQL (DBSQL) advanced features and SQL warehouse capabilities. | databricks/ | 345 | 1 repo | ~2.8k | Automated safety check: Pass | Unknown | yesterday |
| 7 | Generate realistic synthetic data using Spark + Faker (strongly recommended). | databricks/ | 345 | — | ~3.2k | Automated safety check: Pass | Unknown | yesterday |
| 8 | Walks through reserving a directory for a team in the Databricks CLI repo and wiring GitHub CODEOWNERS so that team's approvals are required for its area. | databricks/ | 404 | — | ~851 | Automated safety check: Notes | Unknown | today |
| 9 | Databricks Model Serving endpoint lifecycle and ops. An agent skill from databricks/databricks-agent-skills. | databricks/ | 345 | 1 repo | ~3.3k | Automated safety check: Pass | Unknown | yesterday |
| 10 | Builds a piece of UI in multiple variants, lets the developer pick one live in the browser, then finalizes the chosen variant into source | databricks/ | 104 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | today |
| 11 | Databricks development guidance including Python SDK, Databricks Connect, CLI, and REST API. | databricks/ | 345 | 1 repo | ~4.6k | Automated safety check: Pass | Unknown | yesterday |
| 12 | Comprehensive guide to Spark Structured Streaming for production workloads. | databricks/ | 345 | 1 repo | ~956 | Automated safety check: Pass | Unknown | yesterday |
| 13 | Pre-PR checklist for the Databricks CLI repository: run the same format and lint checks as CI, scrub the diff, fill the PR template concisely and add a changelog entry. | databricks/ | 404 | — | ~1.5k | Automated safety check: Pass | Unknown | today |
| 14 | 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. | databricks/ | 345 | — | ~1.7k | Automated safety check: Pass | Unknown | yesterday |
| 15 | Python backend for Databricks Apps — FastAPI (default), Flask, Dash, Streamlit, Gradio, Reflex. | databricks/ | 345 | — | ~3k | Automated safety check: Pass | Unknown | yesterday |
| 16 | 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… | databricks/ | 345 | — | ~2.6k | Automated safety check: Pass | Unknown | yesterday |
| 17 | Databricks Lakebase Postgres: projects, scaling, connectivity, Lakebase synced tables, and Data API. | databricks/ | 345 | — | ~5k | Automated safety check: Pass | Unknown | yesterday |
| 18 | Expert knowledge for Azure Anyscale On Azure development including limits & quotas, security, configuration, and deployment. | MicrosoftDocs/ | 775 | — | ~953 | Automated safety check: Pass | CC-BY-4.0 | yesterday |
| 19 | Build managed ingestion pipelines into Databricks using Lakeflow Connect. | databricks/ | 345 | — | ~3.8k | Automated safety check: Pass | Unknown | yesterday |
| 20 | Unity Catalog metric views: define, create, query, and manage governed business metrics in YAML. | databricks/ | 345 | — | ~2k | Automated safety check: Pass | Unknown | yesterday |
| 21 | Develop Lakeflow Spark Declarative Pipelines (formerly Delta Live Tables) on Databricks. | databricks/ | 345 | 1 repo | ~8.6k | Automated safety check: Pass | Unknown | yesterday |
| 22 | Train ML models on Databricks. An agent skill from databricks/databricks-agent-skills. | databricks/ | 345 | — | ~4.6k | Automated safety check: Pass | Unknown | yesterday |
| 23 | Previews, provisions, or diagnoses a uv-managed local Python .venv with databricks environments setup-local. | databricks/ | 345 | — | ~1.6k | Automated safety check: Pass | Unknown | yesterday |
| 24 | Unity Catalog governance, access control, and observability. | databricks/ | 345 | — | ~3k | Automated safety check: Pass | Unknown | yesterday |
| 25 | Build Zerobus Ingest clients for near real-time data ingestion into Databricks Delta tables via gRPC. | databricks/ | 345 | — | ~3.1k | Automated safety check: Pass | Unknown | yesterday |
| 26 | Exports sanitized metadata, parameters, reproducibility details, quality metrics, and optional review artifacts from Medical AI inference runs or evidence packs to MLflow. | NVIDIA/ | 3.5k | — | ~1.3k | Automated safety check: Notes | Apache-2.0 | today |
| 27 | Guides an end-to-end data-warehouse migration to Amazon Redshift — discovery, schema/SQL/stored-procedure/macro/script conversion, data migration, validation, performance comparison, and reporting. | aws/ | 2.8k | — | ~2.7k | Automated safety check: Notes | Apache-2.0 | today |
| 28 | Databricks AI Runtime, the databricks air CLI commands for submitting and managing GPU training workloads on Databricks serverless compute. | databricks/ | 345 | — | ~3k | Automated safety check: Pass | Unknown | yesterday |
| 29 | Create Databricks AI/BI dashboards. An agent skill from databricks/databricks-agent-skills. | databricks/ | 345 | — | ~8.7k | Automated safety check: Notes | Unknown | yesterday |
| 30 | Build apps on Databricks Apps platform. An agent skill from databricks/databricks-agent-skills. | databricks/ | 345 | — | ~5.4k | Automated safety check: Pass | Unknown | yesterday |
| 31 | Databricks documentation reference via llms.txt index. An agent skill from databricks/databricks-agent-skills. | databricks/ | 345 | — | ~721 | Automated safety check: Pass | Unknown | yesterday |
| 32 | Migrate Databricks workloads from classic compute to serverless compute. | databricks/ | 345 | — | ~16k | Automated safety check: Pass | Unknown | yesterday |
| 33 | Build RAG / unstructured-document evaluation datasets and demo documents (e.g. | databricks/ | 345 | — | ~1.7k | Automated safety check: Pass | Unknown | yesterday |
| 34 | Expert knowledge for Azure Data Factory development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations… | MicrosoftDocs/ | 775 | 1 repo | ~16k | Automated safety check: Pass | CC-BY-4.0 | yesterday |
| 35 | Expert knowledge for Azure Synapse Analytics development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration… | MicrosoftDocs/ | 775 | 1 repo | ~13k | Automated safety check: Pass | CC-BY-4.0 | yesterday |
| 36 | Expert knowledge for Azure Databricks development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations &… | MicrosoftDocs/ | 775 | 1 repo | ~14k | Automated safety check: Pass | CC-BY-4.0 | yesterday |
| 37 | Expert knowledge for Azure Machine Learning development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration… | MicrosoftDocs/ | 775 | 1 repo | ~19k | Automated safety check: Pass | CC-BY-4.0 | yesterday |
| 38 | Create Agent Bricks: Knowledge Assistants (KA) for document Q&A and Supervisor Agents for multi-agent orchestration (MAS). | databricks/ | 345 | — | ~1.7k | Automated safety check: Pass | Unknown | yesterday |
| 39 | Use Databricks built-in AI Functions (aiclassify, aiextract, aisummarize, aimask, aitranslate, aifixgrammar, aigen, aianalyzesentiment, aisimilarity, aiparsedocument, aiprepsearch, aiquery… | databricks/ | 345 | — | ~3.9k | Automated safety check: Pass | Unknown | yesterday |
| 40 | Create, configure, validate, deploy, run, and manage Declarative Automation Bundles (DABs, formerly Databricks Asset Bundles). | databricks/ | 345 | — | ~1.2k | Automated safety check: Pass | Unknown | yesterday |
| 41 | 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. | databricks/ | 345 | — | ~2.3k | Automated safety check: Pass | Unknown | yesterday |
| 42 | MLflow 3 GenAI agent evaluation. An agent skill from databricks/databricks-agent-skills. | databricks/ | 345 | — | ~2.7k | Automated safety check: Pass | Unknown | yesterday |
| 43 | Databricks Vector Search endpoints and indexes for RAG and semantic search; covers index types, search modes, end-to-end RAG patterns | databricks/ | 345 | — | ~2.9k | Automated safety check: Pass | Unknown | yesterday |
| 44 | Databricks CLI operations and the parent/entry-point skill for Databricks CLI use: authentication, profile selection, and bundles. | databricks/ | 345 | — | ~1.9k | Automated safety check: Pass | Unknown | yesterday |
| 45 | Discover, explore, and query Databricks data via Genie — the CLI equivalent of the Genie One MCP. | databricks/ | 345 | — | ~2.1k | Automated safety check: Pass | Unknown | yesterday |
| 46 | 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… | databricks/ | 345 | — | ~980 | Automated safety check: Pass | Unknown | yesterday |
| 47 | Expert knowledge for Azure CycleCloud development including troubleshooting, best practices, decision making, architecture & design patterns, security, configuration, integrations & coding patterns… | MicrosoftDocs/ | 775 | — | ~4.9k | Automated safety check: Pass | CC-BY-4.0 | yesterday |
| 48 | Expert knowledge for Azure Data Explorer development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration… | MicrosoftDocs/ | 775 | — | ~4.9k | Automated safety check: Pass | CC-BY-4.0 | yesterday |
Questions, answered from the data.
What is the best Databricks skill?
Azure Architecture Autopilot (official) from github/awesome-copilot ranks first of the 98 Databricks skills listed here, with the highest score: its repository has 40k GitHub stars, 1 other GitHub owner carry a copy, its SKILL.md loads about 1.9k tokens and it passes the automated safety check with no findings. Next come Dbt Databricks PR Ready and Bump CLI Compatibility Manifest.
Is there an official Databricks skill?
53 of the 98 Databricks skills are official, published by the vendor's own GitHub organization: Azure Architecture Autopilot, Dbt Databricks PR Ready, Bump CLI Compatibility Manifest, Databricks CLI SDK Bump, Bump Databricks Serverless Environment Version and 48 more.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.