在Databricks基础上，使用AI编码代理，如Claude Code、Cursor、Codex， GitHub Copilot 以及许多其他平台。

该仓库提供Databricks AI工具的技能和代理插件。 技能为你的客服提供了针对Databricks的具体指导，帮助他们构建应用和工作， 以及数据管道，使用Lakebase和模型服务，并部署 包含声明式自动化捆绑包的资源。插件添加钩子和命令 在支持范围内。

请参阅Databricks AI工具文档 用于搭建和指导如何与托管MCP服务器同时使用AI工具。

安装

两条安装路径涵盖稳定技能。它们安装到不同的地方 但最终还是被同样的经纪人推包——选择最适合你工作流程的那一个。

• Databricks CLI 将 SKILL.md 文件直接写入每个代理的技能中 目录（[~/.claude/skills/，~/.cursor/extensions/ 等）。
• 插件市场（Claude代码，光标）将插件缓存在 代理插件目录（例如 ~/.claude/plugins/cache/databricks-agent-skills/）; 特工从那里发现了技能。

通过Databricks的CLI（标准;支持实验技能）:

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/.