Skip to content
anyai.fyi

databricks-serverless-migration

Skill from databricks/databricks-agent-skills

Development No risky patterns found curated codearchitecturewritingtask

Install

npx skills add databricks/databricks-agent-skills --skill databricks-serverless-migration

Runs the open skills CLI and installs the skill for your agent (Claude Code, Codex, Cursor …). Alternatively copy the skill folder into .claude/skills/ or upload it in Claude.ai under Settings → Skills.

What does the databricks-serverless-migration skill do?

Migrate Databricks workloads from classic compute to serverless compute. Use when migrating notebooks, jobs, pipelines, or Scala JARs (`spark_jar_task`) from classic clusters to serverless, checking if existing code is serverless-compatible, or writing new serverless-compatible code. Provides concrete fixes for the serverless Spark Connect architecture and guides the full migration. Not for classic DBR version upgrades or cluster configuration changes within classic compute.

Description from the SKILL.md in the source repository.

Works with Databricks

Questions about databricks-serverless-migration

What does the databricks-serverless-migration skill do?

Migrate Databricks workloads from classic compute to serverless compute. Use when migrating notebooks, jobs, pipelines, or Scala JARs (`spark_jar_task`) from classic clusters to serverless, checking if existing code is serverless-compatible, or writing new serverless-compatible code. Provides concrete fixes for the serverless Spark Connect architecture and guides the full migration. Not for classic DBR version upgrades or cluster configuration changes within classic compute.

How do I install databricks-serverless-migration?

In a terminal: npx skills add databricks/databricks-agent-skills --skill databricks-serverless-migration. The skills CLI asks which agents to install it for. In Claude.ai you can upload the skill folder as a ZIP under Settings → Skills.

Which agents can use databricks-serverless-migration?

Skills use the open SKILL.md format, which Claude Code, Claude.ai, the Claude API, OpenAI Codex, Cursor, Gemini CLI and other agents support.

Is databricks-serverless-migration safe to use?

Our automatic check found no risky patterns (piped shell scripts, hidden characters, secret access, prompt overrides). It is not a full audit – read the SKILL.md and any scripts before installing.

Which tool is databricks-serverless-migration for?

databricks-serverless-migration comes from the makers of Databricks and helps your agent work with it.

More skills from databricks/databricks-agent-skills

databricks-mlflow-tracing
databricks/databricks-agent-skills

MLflow tracing and observability on Databricks. Use when getting started with MLflow, instrumenting GenAI apps and agents, retrieving and analyzing traces, debugging chat sessions, or querying aggregate trace metrics on supported OSS …

DevOps & Cloud curated
No risky patterns found
databricks-sandbox
databricks/databricks-agent-skills

Databricks Sandbox: on-demand serverless compute for running untrusted or agent-generated code and background tasks. Create/start/stop/delete sandboxes, run commands (synchronous execute_command_sync in all SDKs; streaming execute_command in the Python SDK only), and manage …

Development curated
No risky patterns found
databricks-python-sdk
databricks/databricks-agent-skills

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

Development curated
No risky patterns found
databricks-pipelines
databricks/databricks-agent-skills

Develop Lakeflow Spark Declarative Pipelines (formerly Delta Live Tables) on Databricks. Use when building batch or streaming data pipelines with Python or SQL, including Auto CDC from event streams or periodic complete …

Data & Databases curated
No risky patterns found
databricks-model-serving
databricks/databricks-agent-skills

Databricks Model Serving endpoint lifecycle and ops. Use when asked to: CRUD serving endpoints (CLI or MLflow Deployments client); configure traffic routing for A/B / canary deploys and zero-downtime version swaps; retrieve …

Development curated
No risky patterns found
databricks-ml-training
databricks/databricks-agent-skills

Train ML models on Databricks. Use for: classification/regression/deep-learning (XGBoost, scikit-learn, LightGBM, PyTorch) with Optuna, @prod/@challenger aliases, batch scoring (spark_udf for plain models, fe.score_batch for feature-store-backed), custom PyFunc, custom ResponsesAgent (LangGraph + UC …

Research & Web curated
No risky patterns found
databricks-metric-views
databricks/databricks-agent-skills

Unity Catalog metric views: define, create, query, and manage governed business metrics in YAML. Use when building standardized KPIs, revenue metrics, order analytics, or any reusable business metrics that need consistent definitions …

Data & Databases curated
No risky patterns found
databricks-serverless
databricks/databricks-agent-skills

Serverless compute for Databricks jobs, Lakeflow pipelines and Declarative Automation Bundles (DABs), with STANDARD or PERFORMANCE_OPTIMIZED and classic only where serverless cannot run the workload.

DevOps & Cloud curated
No risky patterns found

Related skills in Development

improve-codebase-architecture
mattpocock/skills

Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.

Development 1253k installs curated
No risky patterns found
diagnosing-bugs
mattpocock/skills

Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.

Development 919k installs curated
No risky patterns found
code-review
mattpocock/skills

Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what …

Development 879k installs curated
No risky patterns found
research
mattpocock/skills

Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo.

Development 792k installs curated
No risky patterns found
appinsights-instrumentation
microsoft/azure-skills

Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references.

Development 673k installs curated
No risky patterns found
azure-resource-visualizer
microsoft/azure-skills

Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. WHEN: create architecture diagram, visualize Azure resources, show resource relationships, generate Mermaid diagram, analyze resource group …

Development 673k installs curated
No risky patterns found
azure-aigateway
microsoft/azure-skills

Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic caching, token limit, content safety, load balancing, AI model governance, MCP rate limiting, jailbreak detection …

Development 672k installs curated
No risky patterns found
azure-messaging
microsoft/azure-skills

Troubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. Covers connection failures, authentication errors, message processing issues, and SDK configuration problems.

Development 664k installs curated
No risky patterns found