Qdrant Skills
Agent skills for Qdrant vector search covering scaling, performance optimization, search quality, monitoring,...
SkillMaxx / Database / Databricks

Databricks skills for the CLI, Apps, Lakebase, Model Serving, Lakeflow Jobs, Spark Declarative Pipelines, Declarative Automation Bundles (DABs), and classic-to-serverless migration.
/plugin install databricks@claude-plugins-officialTested ✓ on 2026-10-16: installed and loaded in a throwaway sandbox with no credentials.
Installing plugin "databricks@claude-plugins-official"...✔ Successfully installed plugin: databricks@claude-plugins-official (scope: user)
$ verify:
❯ databricks@claude-plugins-official
Status: ✔ enabledNo official Codex instructions yet. We haven't found docs saying this works in Codex.
Know it works? Tell us →Auto-loaded from your Claude Code plugins (no extra setup per xAI docs)Tested ✓ on 2026-10-16: installed and loaded in a throwaway sandbox with no credentials.
Installed 1 plugin(s) from claude-plugins-official: databricks $ verify: claude-b3bbf0cf: databricks [git: https://github.com/databricks/databricks-agent-skills.git] (claude-plugins-official)
No official Cursor instructions yet. We haven't found docs saying this works in Cursor.
Know it works? Tell us →No official Pi instructions yet. We haven't found docs saying this works in Pi.
Know it works? Tell us →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.
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.
~/.claude/skills/, ~/.cursor/extensions/<...>, etc.).~/.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.
Preview from the source repo. Images are removed.
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