Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Capture per-kernel CUDA profile data from a live vLLM inference pod via an nsys debug sidecar (no production image rebuild). Outputs .nsys-rep + summary CSV + top-kernels table that joins with the zymtrace per-kernel breakdown and the inference-perf-bench bundle's inferenceperfbenchv1.json. Triggers on "kernel profile", "nsys profile", "what's in the native bucket", "per-kernel breakdown", "ncu", "Nsight Systems", "kernel-level analysis", or any combination of "profile / capture / nsys / ncu" with "vllm / kimi / glm / deepseek".
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: d784d9f1177f50bbec4d87ea30bec1e1828a1b326e723afbd5f898429cf9b180
About this listing
- Category
- General
- Reported license
- MIT
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.