Claude Code, Cursor, Codex 같은 AI 코딩 에이전트를 사용해 Databricks 위에 구축하세요. GitHub, Copilot 등 많은 곳이 있습니다.

이 저장소는 Databricks AI 도구의 기술과 에이전트 플러그인을 제공합니다. 기술: 에이전트에게 앱, 일자리 개발에 대해 Databricks에 특화된 지침을 제공합니다. 데이터 파이프라인, Lakebase 및 Model Serving과의 협업, 배포 선언적 자동화 번들(Declarative Automation Bundles)이 포함된 리소스. 플러그인은 훅과 명령을 추가합니다 지원이 있는 곳에서.

Databricks AI 도구 문서를 참조하세요 관리 MCP 서버와 함께 AI 도구를 사용하는 설정 및 안내를 위해 제공됩니다.

설치

두 가지 설치 경로가 안정적 기술을 다룹니다. 서로 다른 곳에 설치합니다 하지만 결국 같은 에이전트에게 부담을 주게 되니, 본인의 작업 흐름에 맞는 쪽을 선택하세요.

• Databricks CLI는 각 에이전트의 스킬에 SKILL.md 파일을 직접 기록합니다 디렉터리 (~/.claude/skills/, ~/.cursor/extensions/ 등).
• 플러그인 마켓플레이스 (Claude Code, 커서) 플러그인을 다음 아래에 캐시합니다 에이전트의 플러그인 디렉터리(예: ~/.claude/plugins/cache/databricks-agent-skills/); 에이전트는 그곳에서 기술을 발견합니다.

Databricks CLI (일반적; 실험 기술 지원)을 통해 :

Databricks AI Tools

Build on Databricks with AI coding agents such as Claude Code, Cursor, Codex, GitHub Copilot, and many others.

This repository provides the skills and agent plugins for Databricks AI Tools. Skills give your agent Databricks-specific guidance for building apps, jobs, and data pipelines, working with Lakebase and Model Serving, and deploying resources with Declarative Automation Bundles. Plugins add hooks and commands where supported.

See the Databricks AI Tools documentation for setup and guidance on using AI Tools alongside managed MCP servers.

Installation

Two install paths cover the stable skills. They install to different places but end up loaded by the same agents — pick whichever fits your workflow.

• Databricks CLI writes SKILL.md files directly into each agent’s skill directory (~/.claude/skills/, ~/.cursor/extensions/, etc.).
• Plugin marketplaces (Claude Code, Cursor) cache the plugin under the agent’s plugin directory (e.g. ~/.claude/plugins/cache/databricks-agent-skills/); the agent discovers skills from there.

Via the Databricks CLI (canonical; supports experimental skills):

databricks aitools install

The CLI auto-detects your coding agent(s) and installs the stable skills into each agent’s own skills directory. For example, Claude Code skills are installed in ~/.claude/skills/. Run databricks aitools --help for the current list of supported agents.

For finer control, use the aitools skills install subcommand directly — it accepts a positional skill name and an --experimental flag (see the Experimental Skills section).

Via the Claude Code plugin marketplace (stable skills only — installs every skill under ./skills/):

/plugin marketplace add databricks/databricks-agent-skills
/plugin install databricks@databricks-agent-skills

Via the Cursor plugin marketplace:

/add-plugin databricks

The Cursor plugin ships the skills plus the databricks-setup / databricks-doctor commands, two of the three hooks (session context, auth-failure hints), and a routing rule that steers Databricks prompts into the skills; see Commands and hooks.

Via the GitHub Copilot plugin marketplace:

copilot plugin marketplace add databricks/databricks-agent-skills
copilot plugin install databricks@databricks-agent-skills

Works in Copilot CLI (plugins are GA there) and VS Code (agent plugins, preview; also installable from the Extensions view). Ships the skills plus two hooks: the session context primer and the auth-failure hinter (both run on Copilot CLI and the cloud agent; VS Code has its own hooks system). The Copilot cloud agent on github.com takes no plugins; for that surface, vendor the skills into the target repo (.github/skills/) and the auth-hint hook into .github/hooks/.