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Running ML jobs across clouds with SkyPilot v1.0.0

Use this resource to run training or batch jobs across several clouds at the lowest cost

New

  • 407 downloads
  • 130 likes
  • 241 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install skypilot-multi-cloud-ml-jobs

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent helps you set up SkyPilot, verify your cloud credentials, write a task YAML file, then launch, connect to and stop a cluster. It can use spot instances with automatic recovery to cut costs.

Mostly picked by

Updated November 2, 2026

Card for the “Running ML jobs across clouds with SkyPilot” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: installation, task YAML file and cluster commands
  • references/advanced-usage.md and troubleshooting.md: advanced usage and troubleshooting

Good fit for

  • You want to compare GPU prices across several providers
  • You run long training jobs on spot instances

Not for

    Tags

    • multi-cloud
    • gpu
    • cost
    • spot

    About

    You say

    “Run my training on the cheapest available cloud, on spot instances with automatic recovery.”

    Card for the “Running ML jobs across clouds with SkyPilot” skill

    Skill published by Orchestra Research under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to run training or batch jobs across several clouds at the lowest cost
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/advanced-usage.md7.8 KB
    • references/troubleshooting.md10.8 KB
    • SKILL.md9.9 KB

    Origin and licence

    Listed unmodified

    Author
    Orchestra Research
    Source
    github.com/orchestra-research/ai-research-skills/tree/773a52944ba4747a18bd4ae9ade53fff041adcbc/09-infrastructure/skypilot
    Licence
    MIT

    Notice

    « skypilot-multi-cloud-orchestration » (Orchestra Research, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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