gpu
Skill0 starsChanged 4 months agoNo licenceView on GitHub
Applies GPU environment and resource discipline — probe the hardware before choosing any install, budget the host before launching any job — to CUDA/PyTorch setup, attention-backend builds, and GPU job launches. Use when setting up CUDA or PyTorch on a new GPU machine, asked to "install flash attention", debugging "torch.cuda.is_available() returns False", "CUDA out of memory", or "no kernel image is available", sizing VRAM, running a training/inference job on a shared GPU host or HPC, or working on Apple Silicon (MPS, M-series). Not for training methodology, datasets, or evaluation discipline — use `ml` — and not for serving a model behind an API — use `principle-backend`.
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 1 is distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
≈ “Common” is an estimate: at least 1 in 5 of the 308,232 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
In this repository49 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .claude/CLAUDE.mdCLAUDE.md
- apiSkill
- architectSkill
- arenaSkill
- automate-meSkill
- benchmark-checklistSkill
- bennySkill
- blast-radiusSkill
- broSkill
- browserSkill
- cicdSkill
- correctSkill
- craft-helpSkill
- craft-modeSkill
- dbSkill
- debugSkill
- designSkill
- distilSkill
- documentSkill
- figure-it-outSkill
- gitSkill
- howSkill
- initSkill
- interrogateSkill
- issue-triageSkill
- make-bot-uiSkill
- mlSkill
- obsidianSkill
- orcaSkill
- principle-architectureSkill
- principle-backendSkill
- principle-frontendSkill
- principle-programmingSkill
- principle-testingSkill
- recallSkill
- refactorSkill
- reflectSkill
- researchSkill
- securitySkill
- show-me-your-workSkill
- swarmSkill
- tailscaleSkill
- tddSkill
- teachSkill
- unslopSkill
- whySkill
- write-prdSkill
- write-reportSkill
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Your trail
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