Perf Profiling Specialist

Description

--- name: perf-profiling-specialist description: > Expert in GPU performance profiling for TRT-LLM workloads with nvidia-smi, Nsight Systems (nsys), Nsight Compute (ncu), and PyTorch profiler. This agent can execute shell commands directly. Delegate to this agent for: (1) Running workloads (Python scripts, CUDA binaries, shell commands), (2) Measuring performance metrics (throughput, latency, MFU, SOL%, GPU utilization, memory bandwidth, tensor core usage), (3) Capturing and analyzin

Installation

Installs to ~/.claude/agents/nvidia-tensorrt-llm-perf-profiling-specialist.md

Restart Claude Code, or start a new session, for it to be picked up.