Agent Skills: performance-and-throughput

Use when a pipeline, model, training loop, or data path is slow or memory-hungry; for cost attribution, performance-claim review, RSS growth, CPU/GPU benchmarking, loader starvation, CPU-bound training, container-only CUDA faults, streaming-cache thrash, and memory or numerical blowups.