Skill collection
databricks/databricks-agent-skills agent skills
- skills
- 32
- official
- 32
- GitHub stars
- 345
GitHub description: “Databricks AI Tools: skills and plugins for building on Databricks with Claude Code, Cursor, Codex, GitHub Copilot, and other AI coding agents.”
- Stars
- 345 (89 forks)
- Licence
- Unknown
- Last push
- Oct 2026
- Created
- Jan 2026
Install all skills
npx skills add databricks/databricks-agent-skillsAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in databricks/databricks-agent-skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Databricks SQL (DBSQL) advanced features and SQL warehouse capabilities. | databricks/ | 345 | 1 repo | ~2.8k | Automated safety check: Pass | Unknown | yesterday |
| 2 | Generate realistic synthetic data using Spark + Faker (strongly recommended). | databricks/ | 345 | — | ~3.2k | Automated safety check: Pass | Unknown | yesterday |
| 3 | 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 |
| 4 | Databricks development guidance including Python SDK, Databricks Connect, CLI, and REST API. | databricks/ | 345 | 1 repo | ~4.6k | Automated safety check: Pass | Unknown | yesterday |
| 5 | Comprehensive guide to Spark Structured Streaming for production workloads. | databricks/ | 345 | 1 repo | ~956 | Automated safety check: Pass | Unknown | yesterday |
| 6 | 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 |
| 7 | Python backend for Databricks Apps — FastAPI (default), Flask, Dash, Streamlit, Gradio, Reflex. | databricks/ | 345 | — | ~3k | Automated safety check: Pass | Unknown | yesterday |
| 8 | 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 |
| 9 | Databricks Lakebase Postgres: projects, scaling, connectivity, Lakebase synced tables, and Data API. | databricks/ | 345 | — | ~5k | Automated safety check: Pass | Unknown | yesterday |
| 10 | Build managed ingestion pipelines into Databricks using Lakeflow Connect. | databricks/ | 345 | — | ~3.8k | Automated safety check: Pass | Unknown | yesterday |
| 11 | Unity Catalog metric views: define, create, query, and manage governed business metrics in YAML. | databricks/ | 345 | — | ~2k | Automated safety check: Pass | Unknown | yesterday |
| 12 | Develop Lakeflow Spark Declarative Pipelines (formerly Delta Live Tables) on Databricks. | databricks/ | 345 | 1 repo | ~8.6k | Automated safety check: Pass | Unknown | yesterday |
| 13 | Train ML models on Databricks. An agent skill from databricks/databricks-agent-skills. | databricks/ | 345 | — | ~4.6k | Automated safety check: Pass | Unknown | yesterday |
| 14 | 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 |
| 15 | Unity Catalog governance, access control, and observability. | databricks/ | 345 | — | ~3k | Automated safety check: Pass | Unknown | yesterday |
| 16 | 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 |
| 17 | Build custom Python data sources for Apache Spark using the PySpark DataSource API — batch and streaming readers/writers for external systems. | databricks/ | 345 | — | ~2.1k | Automated safety check: Pass | Unknown | yesterday |
| 18 | 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 |
| 19 | Create Databricks AI/BI dashboards. An agent skill from databricks/databricks-agent-skills. | databricks/ | 345 | — | ~8.7k | Automated safety check: Notes | Unknown | yesterday |
| 20 | Build apps on Databricks Apps platform. An agent skill from databricks/databricks-agent-skills. | databricks/ | 345 | — | ~5.4k | Automated safety check: Pass | Unknown | yesterday |
| 21 | Databricks documentation reference via llms.txt index. An agent skill from databricks/databricks-agent-skills. | databricks/ | 345 | — | ~721 | Automated safety check: Pass | Unknown | yesterday |
| 22 | Migrate Databricks workloads from classic compute to serverless compute. | databricks/ | 345 | — | ~16k | Automated safety check: Pass | Unknown | yesterday |
| 23 | Build RAG / unstructured-document evaluation datasets and demo documents (e.g. | databricks/ | 345 | — | ~1.7k | Automated safety check: Pass | Unknown | yesterday |
| 24 | 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 |
| 25 | 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 |
| 26 | 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 |
| 27 | 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 |
| 28 | MLflow 3 GenAI agent evaluation. An agent skill from databricks/databricks-agent-skills. | databricks/ | 345 | — | ~2.7k | Automated safety check: Pass | Unknown | yesterday |
| 29 | 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 |
| 30 | 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 |
| 31 | 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 |
| 32 | 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 |
Questions, answered from the data.
What is the best skill in databricks/databricks-agent-skills?
Databricks Dbsql (official) from databricks/databricks-agent-skills ranks first of the 32 skills in databricks/databricks-agent-skills listed here, with the highest score: its repository has 345 GitHub stars, 1 other GitHub owner carry a copy, its SKILL.md loads about 2.8k tokens and it passes the automated safety check with no findings. Next come Databricks Synthetic Data Gen and Databricks Model Serving.
Are the skills in databricks/databricks-agent-skills official?
32 of the 32 skills in databricks/databricks-agent-skills are official, published by the vendor's own GitHub organization: Databricks Dbsql, Databricks Synthetic Data Gen, Databricks Model Serving, Databricks Python SDK, Databricks Spark Structured Streaming and 27 more.
How do I install all skills from databricks/databricks-agent-skills?
Run npx skills add databricks/databricks-agent-skills in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
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.