Profile system resources and design experiments
system-infoskillsetup L1★1
Daisybastioned440/lite-research-agents ↗What it does
Profile CPU, RAM, disk, and GPU to derive experiment constraints
Best for
planning compute resource allocation for ML training
Outputs
- · memory/system-profile.md with compute recommendations
Requires
- · nvidia-smi
- · PyTorch CUDA/MPS detection
Preconditions
Project sandbox with write access
Failure modes
- · GPU driver not installed
- · Disk space too low
- · PyTorch version mismatch
Trust signals
- · Concrete command examples for each OS
- · Experiment implications template
- · Fallback detection logic