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skypilot-multi-cloud-orchestration

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.

66

Quality

81%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Low

Low-risk findings.

1 low severity finding. Worth noting, but not necessarily harmful.

Low

W012: Unverifiable external dependency detected (runtime URL that controls agent).

What this means

The skill fetches instructions or code from an external URL at runtime, and the fetched content directly controls the agent’s prompts or executes code. This dynamic dependency allows the external source to modify the agent’s behavior without any changes to the skill itself.

Why it was flagged

The skill contains runtime-fetchable external code: a git workdir URL (https://github.com/user/repo.git) that SkyPilot will clone into the task workdir at runtime, and a pip index URL (https://download.pytorch.org/whl/torch_stable.html) used in a setup command to fetch and install remote wheels — both of which can supply and cause execution of remote code.

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Repository
Orchestra-Research/AI-Research-SKILLs
Audited
Security analysis
Snyk

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