Overview
skypilot-multi-cloud-orchestration is an open-source devops skill for Claude Code and compatible agents, published by Orchestra-Research. Its author describes it as: “Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds, leverage spot instances with auto-recovery, or optimize GPU costs ac…”. The project has 12k stars on GitHub and is available under the MIT license. Add it to your setup with `/plugin marketplace add Orchestra-Research/AI-Research-SKILLs`.
What skypilot-multi-cloud-orchestration does
Comprehensive guide to running ML workloads across clouds with automatic cost optimization using SkyPilot.
Best for
What’s inside
The SKILL.md for skypilot-multi-cloud-orchestration is organised into these sections:
- When to use SkyPilot
- Quick start
- Installation
- Hello World
- Core concepts
- Task YAML structure
- Key commands
- GPU configuration
- Available accelerators
- GPU fallbacks
- Spot instances
- Cluster management
Installation
Add skypilot-multi-cloud-orchestration to your agent with:
/plugin marketplace add Orchestra-Research/AI-Research-SKILLsReview a skill’s source before installing it — skills can instruct your agent to run commands. This command comes from the skill’s public repository, which is the source of truth for setup steps. New to skills? Read how to install Claude Code skills.
Supported agents
- Claude Code — ships a claude code plugin marketplace
- Codex — declared in the repository topics
License
skypilot-multi-cloud-orchestration is published under the MIT license.
Strengths
- Clear MIT license — safe to read and adapt within its terms
- Ships in Orchestra-Research/AI-Research-SKILLs, an established project with 11,807 GitHub stars
- Works with Claude Code, Codex
Author
Topics
Frequently asked questions
- What does skypilot-multi-cloud-orchestration do?
- Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds, leverage spot instances with auto-recovery, or optimize GPU costs across providers.
- How do I install skypilot-multi-cloud-orchestration?
- Run /plugin marketplace add Orchestra-Research/AI-Research-SKILLs in your agent, then reload your skills. Review the source at https://github.com/Orchestra-Research/AI-Research-SKILLs before installing.
- Is skypilot-multi-cloud-orchestration free to use?
- Yes. skypilot-multi-cloud-orchestration is free and open source under the MIT license, so you can read, run, and adapt it within that license's terms.
- Which agents does skypilot-multi-cloud-orchestration work with?
- skypilot-multi-cloud-orchestration lists Claude Code and Codex — named in its SKILL.md, its plugin marketplace or its repository topics. Skills use the portable SKILL.md format, so other agents that read that format may load it too.
- Where does skypilot-multi-cloud-orchestration come from?
- skypilot-multi-cloud-orchestration ships inside Orchestra-Research/AI-Research-SKILLs, a repository that contains 41 catalogued skills in total. The repository's 11,807 GitHub stars apply to that whole collection, not to this skill on its own.
