run-experiment
Deploy and run ML experiments on local, remote, Vast.ai, or Modal serverless GPU. Use when user says "run experiment", "deploy to server", "跑实验", or needs to launch training jobs.
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High
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Security
1 high severity finding. You should review these findings carefully before considering using this skill.
W007: Insecure credential handling detected in skill instructions.
What this means
The skill handles credentials insecurely by requiring the agent to include secret values verbatim in its generated output. This exposes credentials in the agent’s context and conversation history, creating a risk of data exfiltration.
Why it was flagged
The skill explicitly instructs embedding API keys into shell commands (e.g., `wandb login <WANDB_API_KEY>`, `vastai set api-key YOUR_KEY`) and pulls keys from CLAUDE.md, which forces the LLM to handle and output secret values verbatim.
- Commit
f4f20f9
- Audited
- Security analysis
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