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.
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Files
SKILL.md
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Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →First SeenJun 3, 2026
