Individual skill
llm-torch-profiler-analysis
Analyze existing Torch Profiler Chrome traces or capture from SGLang, vLLM, TensorRT-LLM and TokenSpeed servers. Return kernel attribution, overlap opportunities and fusion patterns; use for model dispatch, CUDA Graph gaps, stream contention or exposed kernel tails. Includes existing SGLang Omni traces.
skills/llm-torch-profiler-analysis/SKILL.md
Source commit b47f67f4ceeb7cca1afc4df8ac5110a5fe2b8ad1
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 10, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 1,159
- Repository last updated
- Nov 9, 2026
- License
- Not available
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- engineering Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 11,309 bytesSKILL.mdcore · 11,309 bytesSKILL.mdcore · 11,309 bytesSKILL.mdcore · 11,309 bytesSKILL.mdcore · 11,309 bytesSKILL.mdcore · 11,309 bytesSKILL.mdcore · 11,309 bytesSKILL.mdcore · 11,309 bytesSKILL.mdcore · 11,309 bytesSKILL.mdcore · 11,309 bytesSKILL.mdcore · 11,309 bytesreferences/fuse-overlap-catalog.mddoc · 1,231,099 bytesreferences/heuristics.mddoc · 7,750 bytesreferences/overlap-catalog.mddoc · 538,300 bytesreferences/source-map.mddoc · 3,319 bytesreferences/vllm-torch-compile-fusions.mddoc · 13,288 bytesscripts/analyze_llm_torch_profile.pyruns · 32,404 bytesscripts/analyze_sglang_torch_profile.pyruns · 506 bytesscripts/probe_llm_server.pyruns · 6,953 bytesscripts/profile_common.pyruns · 42,580 bytesscripts/render_triage_markdown_bundle.pyruns · 7,833 bytesscripts/run_sglang_torch_profile_host.shruns · 7,199 bytesscripts/run_vllm_torch_profile_host.shruns · 9,313 bytesscripts/triage_kernel_helpers.pyruns · 92,189 bytesscripts/triage_overlap_helpers.pyruns · 57,974 bytes
No licensed excerpt is available. You can inspect the pinned source.