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SkyPilot: multi-cloud ML training at lower cost v1.0.0

Use this resource to run ML jobs across several clouds and reduce GPU costs

New

  • 316 downloads
  • 143 likes
  • 204 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install multi-cloud-ml-orchestration

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 writes the SkyPilot configuration to run a training or batch job, picks the cheapest cloud and region, uses spot instances with automatic recovery and handles multi-node clusters. You get a task ready to launch.

Mostly picked by

Updated November 2, 2026

Card for the “SkyPilot: multi-cloud ML training at lower cost” skill

Details

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

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What you get

  • SKILL.md: installation, first task and YAML structure
  • references/advanced-usage.md: advanced usage
  • references/troubleshooting.md: common issues and fixes

Good fit for

  • You are looking for the cheapest GPUs across several providers
  • You run long training jobs on spot instances

Not for

    Tags

    • skypilot
    • gpu
    • multi-cloud

    About

    You say

    “Write a SkyPilot task to fine-tune a model on 4 spot GPUs with automatic recovery.”

    Card for the “SkyPilot: multi-cloud ML training at lower cost” skill

    Skill published by davila7 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 ML jobs across several clouds and reduce GPU costs
    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
    davila7
    Source
    github.com/davila7/claude-code-templates/tree/f57964ebda91cdfb31755661ecea9395f30020f1/cli-tool/components/skills/ai-research/infrastructure-skypilot
    Licence
    MIT

    Notice

    « infrastructure-skypilot » (davila7, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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