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Set up Databricks agent development environment. Use when: (1) First time setup, (2) Configuring Databricks authentication, (3) User says 'quickstart', 'set up', 'authenticate', or 'configure databricks', (4) No .env file exists.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
| name | quickstart |
| description | Set up Databricks agent development environment. Use when: (1) First time setup, (2) Configuring Databricks authentication, (3) User says 'quickstart', 'set up', 'authenticate', or 'configure databricks', (4) No .env file exists. |
Check CLI version:
databricks -v # Must be v0.283.0 or above
brew upgrade databricks # If version is too old
uv run quickstart
Options:
--profile NAME: Use specified profile (non-interactive)--host URL: Workspace URL for initial setup-h, --help: Show helpExamples:
# Interactive (prompts for profile selection)
uv run quickstart
# Non-interactive with existing profile
uv run quickstart --profile DEFAULT
# New workspace setup
uv run quickstart --host https://your-workspace.cloud.databricks.com
Creates/updates .env with:
DATABRICKS_CONFIG_PROFILE - Selected CLI profileMLFLOW_TRACKING_URI - Set to databricks://<profile-name> for local authMLFLOW_EXPERIMENT_ID - Auto-created experiment IDIf quickstart fails:
# Create new profile
databricks auth login --host https://your-workspace.cloud.databricks.com
# Verify
databricks auth profiles
Then manually create .env (copy from .env.example):
# Authentication (choose one method)
DATABRICKS_CONFIG_PROFILE=DEFAULT
# DATABRICKS_HOST=https://<your-workspace-here>.databricks.com
# DATABRICKS_TOKEN=dapi....
# MLflow configuration
MLFLOW_EXPERIMENT_ID=<your-experiment-id>
MLFLOW_TRACKING_URI="databricks://DEFAULT"
MLFLOW_REGISTRY_URI="databricks-uc"
# Frontend proxy settings
CHAT_APP_PORT=3000
CHAT_PROXY_TIMEOUT_SECONDS=300
After quickstart completes:
uv run discover-tools to find available workspace resources (see discover-tools skill)uv run start-app to test locally (see run-locally skill)Add tools to your agent and grant required permissions in databricks.yml. Use when: (1) Adding MCP servers, Genie spaces, vector search, or UC functions to agent, (2) Permission errors at runtime, (3) User says 'add tool', 'connect to', 'grant permission', (4) Configuring databricks.yml resources.
Deploy agent to Databricks Apps using DAB (Databricks Asset Bundles). Use when: (1) User says 'deploy', 'push to databricks', or 'bundle deploy', (2) 'App already exists' error occurs, (3) Need to bind/unbind existing apps, (4) Debugging deployed apps, (5) Querying deployed app endpoints.
Discover available tools and resources in Databricks workspace. Use when: (1) User asks 'what tools are available', (2) Before writing agent code, (3) Looking for MCP servers, Genie spaces, UC functions, or vector search indexes, (4) User says 'discover', 'find resources', or 'what can I connect to'.
Modify agent code, add tools, or change configuration. Use when: (1) User says 'modify agent', 'add tool', 'change model', or 'edit agent.py', (2) Adding MCP servers to agent, (3) Changing agent instructions, (4) Understanding SDK patterns.