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Preflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark. Use when a training run on DGX Spark fails to start, OOMs below the 128GB limit, slows down mid-run, or before any multi-hour training job on GB10.
Install
Run this in your project folder. It works with Claude Code, Cursor, Codex and dozens of other agents.
$ npx skills add wshobson/agents --skill spark-training-gotchasNeeds Node.js. Add -g to install for every project, or -a claude-code to skip the agent picker.
How to use Spark Training Gotchas
Once it's installed, Claude reads this skill on its own whenever a request matches what it's for, so you don't have to mention it by name. In Claude Code you can also run it directly by typing /spark-training-gotchas.
It includes scripts that Claude may run on your computer, so skim them on GitHub before you install.
What the instructions cover
- 1When to Use This Skill
- 2Common Issues Quick Reference
- 3The Ten Gotchas
- 4Fast Triage
Section headings from the skill's SKILL.md file.
What's inside · 3 files
- SKILL.md
- assets/preflight.sh
- references/gotcha-checks.md
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