databricks-ai-runtime
Build custom Docker images for Databricks AI Runtime (`air`) CLI workloads. Use when the user needs to bring their own Docker container image to an `air` workload: writing Dockerfiles using Databricks base images or from scratch, navigating CUDA/NCCL/EFA compatibility, handling flash-attn CXX11 ABI pitfalls, and registering images with `air register image`.
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Install this skill
Run this command in your terminal. No account required — it auto-detects your AI tool and installs the skill file.
npx @skills-hub-ai/cli install databricks-databricks-ai-runtimeSetup by platform
Install
One-click setup for your editorRun in your project root
npx @skills-hub-ai/cli install databricks-databricks-ai-runtime --target claude-codeInstructions
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Frequently asked questions about databricks-ai-runtime
What does the databricks-ai-runtime skill do?
Build custom Docker images for Databricks AI Runtime (`air`) CLI workloads. Use when the user needs to bring their own Docker container image to an `air` workload: writing Dockerfiles using Databricks base images or from scratch, navigating CUDA/NCCL/EFA compatibility, handling flash-attn CXX11 ABI pitfalls, and registering images with `air register image`. It's a reusable SKILL.md instruction set that loads into your AI coding assistant on demand, no prompt engineering, no copy-pasting every session.
How do I install the databricks-ai-runtime skill?
Run `npx @skills-hub-ai/cli install databricks-databricks-ai-runtime` from your terminal. The CLI writes the SKILL.md to the correct location for your AI tool (e.g. ~/.claude/skills/databricks-databricks-ai-runtime/ for Claude Code or ~/.cursor/skills/ for Cursor with --target cursor) and adds it to your project's .skills.json lockfile.
Which AI tools does databricks-ai-runtime work with?
databricks-ai-runtime runs in Claude Code. It follows the open Agent Skills standard (SKILL.md), so the same skill works in every supported tool without modification.
Is the databricks-ai-runtime skill free?
Yes. Every skill on skills-hub.ai is free and open-source. There are no premium tiers, paywalls, or usage limits. You only pay for whatever AI assistant you're already using.
How do I use databricks-ai-runtime after installing it?
In Claude Code, type `/databricks-databricks-ai-runtime` (or whatever slash command the skill registers) and the AI follows the skill's instructions immediately. You can also reference it by name in natural language, your AI loads the skill into context when relevant.
Can I share the databricks-ai-runtime skill with my team?
Yes. Commit your project's .skills.json lockfile and teammates run `npx @skills-hub-ai/cli install` (no args) to install every skill at the exact version you pinned. Organization-scoped installs work via skills-hub.ai organizations.