Summary
SkyPilot gives you a unified interface to run ML workloads across 20+ cloud providers with automatic cost optimization and spot instance management. The real value is in the multi-cloud orchestration: it picks the cheapest GPU across AWS, GCP, Azure, or smaller providers, handles spot preemption with auto-recovery, and lets you run distributed training without vendor lock-in. The YAML-based task definitions are straightforward, with built-in support for checkpointing to cloud storage and managed job queues. It's overkill if you're happy with a single cloud provider, but if you're burning through GPU budgets or need resilience across providers, this is the tool that actually delivers on the multi-cloud promise without adding kubernetes-level complexity.
Install to Claude Code
npx -y skills add orchestra-research/ai-research-skills --skill skypilot-multi-cloud-orchestration --agent claude-codeInstalls into .claude/skills of the current project.
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
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Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
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Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
Connect your Claude agent to live crypto prices and trading routes via 1inch
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Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →First SeenJun 3, 2026
