azure-databricks

azure-databricks is a skill for Claude Code from MicrosoftDocs/Agent-Skills. It costs 128 tokens per session (13,112 once invoked), scanned A, original, CC-BY-4.0.

Specialist guidance for Azure Databricks, a cloud platform for processing and analyzing large datasets.

In plain words
What is it for?
It supports Unity Catalog, Lakeflow pipelines, Lakebase, Delta Lake, coding patterns, and Azure Databricks deployments.
Why use it?
It helps with Databricks architecture, security, configuration, limits, integrations, troubleshooting, and deployment choices.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the azure-agent-skills plugin — 199 skills shipped together , and of azure-agent-skills

Good fit It supports Unity Catalog, Lakeflow pipelines, Lakebase, Delta Lake, coding patterns, and Azure Databricks deployments.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/microsoftdocs/agent-skills/azure-databricks
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add MicrosoftDocs/Agent-Skills --skill azure-databricks
Clone the repo
git clone --depth 1 https://github.com/MicrosoftDocs/Agent-Skills

Made for: Claude Code.

Or install azure-agent-skills, the plugin that ships this one along with the rest of its 199 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for azure-databricks

README.md
[![agentmods](https://agentmods.dev/badge/skills/microsoftdocs/agent-skills/azure-databricks/github.svg)](https://agentmods.dev/skills/microsoftdocs/agent-skills/azure-databricks)
Your own site
<a href="https://agentmods.dev/skills/microsoftdocs/agent-skills/azure-databricks"><img src="https://agentmods.dev/badge/skills/microsoftdocs/agent-skills/azure-databricks/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for azure-databricks

Your own site · 80×15
<a href="https://agentmods.dev/skills/microsoftdocs/agent-skills/azure-databricks"><img src="https://agentmods.dev/badge/skills/microsoftdocs/agent-skills/azure-databricks.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 128 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 13,112 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00128 $0.13112
Opus 5.5 $0.00051 $0.05245
Sonnet 5.5 $0.00026 $0.02622
Haiku 4.5 $0.00013 $0.01311

Measured today against content hash 8a89f3b53470, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

azure-databricks scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/azure-databricks/SKILL.md · 400 lines

The source is not reproduced here

Licensed CC-BY-4.0

The repository is licensed CC-BY-4.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Files

What ships with it

7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. today Changed · +2 lines · +4 tokens per session 8a89f3b53470
  2. 14d ago Changed · +10 lines · -2 tokens per session 1e92802a161a
  3. 21d ago Changed bbc05ecc3220
  4. 27d ago Changed · -2 lines · +2 tokens per session c2f99838490a
  5. 1mo ago Changed · -98 lines 727ea7a24d6e
  6. 1mo ago Changed · -4 lines 77189193b7f6
  7. 1mo ago First seen · 492 lines · 124 tokens per session scan A 19440c5e02eb

Subscribe to this mod's changes

azure-databricks is a skill published in the GitHub repository MicrosoftDocs/Agent-Skills (787 stars, last pushed yesterday), licensed CC-BY-4.0. It adds 128 tokens to every session and 13,112 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

Related

Other skills, from other repositories

azure-mgmt-weightsandbiases-dotnet

Azure Resource Manager SDK for deploying and managing Weights & Biases ML experiment tracking instances via Azure Marketplace.

rootcastleco/rei-skills · 0 tokens

litellm-vertex-gemini-local-gateway

Build a local macOS LiteLLM gateway that exposes Google Cloud Vertex AI Gemini behind an Anthropic-compatible endpoint, then connect Claude Code and OpenClaw to it without breaking existing setups. Use when starting from a fresh machine, when you need a self-starting LaunchAgent service on 127.0.0.1, when Claude Code…

davidtoby/agent-skills · 105 tokens

serving-llms-vllm

Use when deploying production LLM APIs, optimizing inference latency/throughput, or serving models with limited GPU memory. Supports OpenAI-compatible endpoints, quantization (GPTQ/AWQ/FP8), and tensor parallelism.

davidtoby/agent-skills · 27 tokens

data-pipeline

Professional Data Pipeline Expert skill. Build robust, automated deployment pipelines and configure cloud infrastructure as code.

AtulPurohit/Antigravity-Awesome-Skills · 23 tokens

agent-platform-tuning

Agent Platform Model Tuning. Use when you need to fine-tune open models or Gemini models using Agent Platform infrastructure. Don't use for model training outside Agent Platform, model deployment to endpoints (use agent-platform-deploy), or managing serving endpoints (use agent-platform-endpoint-management).

google/skills · 64 tokens

google-cloud-solution-guided-gke-ai-migration

Guides the migration of existing AI workloads (Cloud Run, Gemini API, Gemini Enterprise Agent Platform) to self-hosted GKE inference using gcloud and kubectl. Use when the user has an existing AI inference workload (on Cloud Run, the Gemini API, Gemini Enterprise Agent Platform, or a custom VM) and wants to move it to…

google/skills · 157 tokens