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skill

skypilot-multi-cloud-orchestration Review findings

orchestra-researchorchestra-research/ai-research-skillsupdated

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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.
orchestra-research's own description, from the skill's files.
ResearchAI & agentsskill
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v1
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OverviewSecurity5Versions1

Overview

holdReview findings

Waxell's checks found 5 findings to review, highest severity high.

Highest severity
high
Findings
5
What ran
Static analysis

A clean result means nothing alarming in what is published, not a guarantee. How the checks work

We don't republish the skill's instructions. Read them on GitHub at the reviewed commit.

Security

Security scan

Checked 2 days ago

Result

Review findings Waxell's checks found 5 findings to review, highest severity high.

Checked with static analysis: servers it launches, packages it installs at runtime, scripts piped to a shell and bundled binaries. Nothing was run. How the checks work

Findings (5)

high · 5

  • high

    Tells Claude to install unpinned packages (torch, torchvision)

    SKILL.md:216 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (transformers, accelerate)

    SKILL.md:436 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (deepspeed)

    references/advanced-usage.md:178 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (torch, transformers)

    references/troubleshooting.md:149 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (torch==2.1.0+cu121, https://download.pytorch.org/whl/torch_stable.html)

    references/troubleshooting.md:181 · skill_risk:S2

Versions

Version history

Each distinct content we have seen, newest first, with the verdict it got at the time.

One version so far: v1 (1.0.0), seen 2026-11-03.

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