databricks-solutions

databricks-solutions/ai-dev-kit

Plugin Claude Code

databricks-ai-dev-kit. Databricks Toolkit for Coding Agents provided by Field Engineering.

databricks-solutions/ai-dev-kit

Plugin Claude Code

DEPRECATED — the databricks-ai-dev-kit plugin is no longer published. Install skills via install.sh or databricks aitools install, which installs the official databricks plugin (Claude Code/Codex/Copilot) or raw skill files (Cursor/OpenCode/Antigravity). Not a move away from plugins. See .claude-plugin/DEPRECATED.m.

databricks-solutions/ai-dev-kit

Skill Claude CodeCodex

Databricks development guidance including Python SDK, Databricks Connect, CLI, and REST API. Use when working with databricks-sdk, databricks-connect, or Databricks APIs.

databricks-solutions/ai-dev-kit

Skill Claude CodeCodex

Python development guidance with code quality standards, error handling, testing practices, and environment management. Use when writing, reviewing, or modifying Python code (.py files) or Jupyter notebooks (.ipynb files).

databricks-solutions/ai-dev-kit

Skill Claude CodeCodex

Testing framework for evaluating Databricks skills. Use when building test cases for skills, running skill evaluations, comparing skill versions, or creating ground truth datasets with the Generate-Review-Promote (GRP) pipeline. Triggers include "test skill", "evaluate skill", "skill regression", "ground truth", "GRP…

databricks-solutions/ai-dev-kit

Skill Claude CodeCodex

General response quality evaluation. Always applicable regardless of domain. Covers response structure, actionability, clarity, and hallucination detection.

databricks-solutions/ai-dev-kit

Skill Claude CodeCodex

SQL evaluation criteria for Databricks. Load when the trace contains executesql tool calls or SQL code in responses. Covers syntax validity, Unity Catalog patterns, and Databricks-specific SQL features.

databricks-solutions/ai-dev-kit

Skill Claude CodeCodex

Evaluates whether the agent selected appropriate MCP tools instead of shell workarounds. Load when the trace contains Bash tool calls that could have used MCP tools, or when evaluating tool call efficiency.

databricks-solutions/ai-dev-kit

Hook

Runs when a session starts on startup, executing setup.sh and check_update.sh via bash (2 commands). From databricks-solutions/ai-dev-kit.

databricks-solutions/solution-builder

Skill Claude CodeCodex

Create or edit a Databricks solution-architecture diagram — a Lucidchart-style platform diagram (sources → Lakeflow/Genie pipeline → lakehouse/lakebase → dashboards, Genie, apps → end user, on a governed platform). Use when someone wants to draw, generate, or edit an architecture diagram, visualize a Databricks…

databricks-solutions/solution-builder

Skill Claude CodeCodex

Generate comprehensive specification files for building Databricks assets, demos or end 2 end projects. Use when users want to create a new demo, design a demo story, or need help structuring demo components, create an entire project. This skill creates prompts that another agent will execute to build the actual demo.

databricks-solutions/solution-builder

Skill Claude CodeCodex

Configure and run the Harvestly Co. loyalty segmentation demo in the user's Databricks workspace. Use when the user is working in (or has imported) the loyalty-segmentation project AND says any of "run in my workspace", "set this up", "configure for my workspace", "configure for my catalog/schema", "deploy this demo"…

databricks-solutions/solution-builder

Skill Claude CodeCodex

Configure, run, and adapt the {{demo-name}} demo in the user's Databricks workspace. Use when the user is working in (or has imported) the {{demo-slug}} project AND says any of "run in my workspace", "set this up", "configure for my workspace/catalog/schema", "deploy this demo", "make this work in my workspace"; OR…

databricks-solutions/solution-builder

Instructions file

Claude Code instructions for databricks-solutions/solution-builder, covering claude.md — industry demo prompt generator, what this project actually is, mental model, repository layout and the agent loop (most important thing to know).

databricks-solutions/ai-platform-kit

Plugin Claude Code

Databricks platform engineering toolkit — provision workspaces, configure Unity Catalog, manage identity and governance, set up networking across Azure, AWS, and GCP.

databricks-solutions/ai-platform-kit

Hook Claude Code

Runs before the agent uses a tool for Bash and Read tool calls, executing block-cred-reads.py via python3. From databricks-solutions/ai-platform-kit.

databricks-solutions/ai-platform-kit

Settings file Claude Code

Agent settings declaring 1 hook event (PreToolUse).

databricks-solutions/ai-platform-kit

Skill Claude CodeCodex

MANDATORY post-deployment verification. After any workspace + Unity Catalog deployment, you MUST run all THREE compute paths against a UC table — classic cluster, serverless SQL warehouse, serverless notebook job. Skipping any of the three is incomplete work. Use whenever a workspace + UC has been freshly deployed or…

databricks-solutions/ai-platform-kit

Skill Claude CodeCodex

Manage Databricks identity and governance. Use when the user asks to create groups, users, service principals, set up RBAC, manage permissions, workspace assignments, or configure access control.

databricks-solutions/ai-platform-kit

Skill Claude CodeCodex

Provision and test Databricks workspaces. Use when the user asks to create a workspace, set up a new environment, provision infrastructure, bootstrap Databricks, test a workspace, verify a deployment, or run validation checks against a Databricks workspace. Covers Azure, AWS, and GCP.

databricks-solutions/ai-platform-kit

Skill Claude CodeCodex

Set up private networking for Databricks. Use when the user asks about private link, hub-spoke architecture, NCC (Network Connectivity Configuration), serverless connectivity to private resources, VPC endpoints, or private endpoints.

databricks-solutions/ai-platform-kit

Skill Claude CodeCodex

Set up Unity Catalog on Databricks workspaces. Use when the user asks to configure Unity Catalog, create a metastore, set up catalogs, schemas, external locations, storage credentials, or configure data governance. Covers Azure, AWS, and GCP.

databricks-solutions/ai-platform-kit

Skill Claude CodeCodex

Configure Databricks workspace settings. Use when the user asks to create SQL warehouses, cluster policies, secret scopes, IP access lists, manage tokens, update workspace settings, or destroy infrastructure.

databricks-solutions/ai-platform-kit

Instructions file CodexOpenCode

AGENTS.md instructions for databricks-solutions/ai-platform-kit, covering ai platform kit — agent guide, how to use these skills, available skills and operating notes.