Updated 4mo ago
by tensormux
kernel-skills
Open source skill library for AI coding agents to write, optimize, and debug high performance compute kernels across CUDA, Triton, and quantized workloads.
88 GitHub stars (88)
+8 in 30 days
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- 30 skills (30 skills found in its SKILL.md files)
- 12 forks (12 forks)
- 4mo ago last update (Last updated 4mo ago)
Install
Skills CLI
npx skills add tensormux/kernel-skills
Asks which skills and agents to install. Just one: npx skills add tensormux/kernel-skills --skill avoid-warp-divergence — add -g for every project.
Claude Code
git clone https://github.com/tensormux/kernel-skillscp -r "kernel-skills/skills/cuda/avoid-warp-divergence" ~/.claude/skills/
Copies the avoid-warp-divergence skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add tensormux/kernel-skills
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md — showing the first 30 of 35 files.
-
avoid-warp-divergence
No description in the SKILL.md.
skills/cuda/ on GitHub (opens in a new tab)avoid-warp-divergence/ SKILL.md -
choose-launch-configuration
No description in the SKILL.md.
skills/cuda/ on GitHub (opens in a new tab)choose-launch-configuration/ SKILL.md -
debug-cuda-kernel-correctness
No description in the SKILL.md.
skills/cuda/ on GitHub (opens in a new tab)debug-cuda-kernel-correctness/ SKILL.md -
optimize-global-memory-access
No description in the SKILL.md.
skills/cuda/ on GitHub (opens in a new tab)optimize-global-memory-access/ SKILL.md -
optimize-shared-memory-tiling
No description in the SKILL.md.
skills/cuda/ on GitHub (opens in a new tab)optimize-shared-memory-tiling/ SKILL.md -
write-cuda-gemm-kernel
No description in the SKILL.md.
skills/cuda/ on GitHub (opens in a new tab)write-cuda-gemm-kernel/ SKILL.md -
write-cuda-layernorm-kernel
No description in the SKILL.md.
skills/cuda/ on GitHub (opens in a new tab)write-cuda-layernorm-kernel/ SKILL.md -
write-cuda-reduction-kernel
No description in the SKILL.md.
skills/cuda/ on GitHub (opens in a new tab)write-cuda-reduction-kernel/ SKILL.md -
write-cuda-softmax-kernel
No description in the SKILL.md.
skills/cuda/ on GitHub (opens in a new tab)write-cuda-softmax-kernel/ SKILL.md -
optimize-prefill-vs-decode-kernels
No description in the SKILL.md.
skills/inference/ on GitHub (opens in a new tab)optimize-prefill-vs-decode-kernels/ SKILL.md -
write-tensorrt-plugin-integration-plan
No description in the SKILL.md.
skills/inference/ on GitHub (opens in a new tab)write-tensorrt-plugin-integration-plan/ SKILL.md -
write-triton-dequant-kernel
No description in the SKILL.md.
skills/inference/ on GitHub (opens in a new tab)write-triton-dequant-kernel/ SKILL.md -
write-triton-fused-add-rmsnorm-kernel
No description in the SKILL.md.
skills/inference/ on GitHub (opens in a new tab)write-triton-fused-add-rmsnorm-kernel/ SKILL.md -
write-triton-kv-cache-append-kernel
No description in the SKILL.md.
skills/inference/ on GitHub (opens in a new tab)write-triton-kv-cache-append-kernel/ SKILL.md -
write-triton-rmsnorm-kernel
No description in the SKILL.md.
skills/inference/ on GitHub (opens in a new tab)write-triton-rmsnorm-kernel/ SKILL.md -
write-triton-rope-kernel
No description in the SKILL.md.
skills/inference/ on GitHub (opens in a new tab)write-triton-rope-kernel/ SKILL.md -
write-triton-sampling-kernel
No description in the SKILL.md.
skills/inference/ on GitHub (opens in a new tab)write-triton-sampling-kernel/ SKILL.md -
write-triton-silu-mul-kernel
No description in the SKILL.md.
skills/inference/ on GitHub (opens in a new tab)write-triton-silu-mul-kernel/ SKILL.md -
write-vllm-custom-op-integration-plan
No description in the SKILL.md.
skills/inference/ on GitHub (opens in a new tab)write-vllm-custom-op-integration-plan/ SKILL.md -
choose-tile-size-and-work-partitioning
No description in the SKILL.md.
skills/patterns/ on GitHub (opens in a new tab)choose-tile-size-and-work-partitioning/ SKILL.md -
fuse-elementwise-ops
No description in the SKILL.md.
skills/patterns/ on GitHub (opens in a new tab)fuse-elementwise-ops/ SKILL.md -
handle-boundary-conditions
No description in the SKILL.md.
skills/patterns/ on GitHub (opens in a new tab)handle-boundary-conditions/ SKILL.md -
write-kernel-test-plan
No description in the SKILL.md.
skills/patterns/ on GitHub (opens in a new tab)write-kernel-test-plan/ SKILL.md -
write-numerically-stable-kernel
No description in the SKILL.md.
skills/patterns/ on GitHub (opens in a new tab)write-numerically-stable-kernel/ SKILL.md -
port-cuda-kernel-to-hip
No description in the SKILL.md.
skills/portability/ on GitHub (opens in a new tab)port-cuda-kernel-to-hip/ SKILL.md -
port-cuda-kernel-to-triton
No description in the SKILL.md.
skills/portability/ on GitHub (opens in a new tab)port-cuda-kernel-to-triton/ SKILL.md -
write-backend-agnostic-kernel-plan
No description in the SKILL.md.
skills/portability/ on GitHub (opens in a new tab)write-backend-agnostic-kernel-plan/ SKILL.md -
debug-quantized-kernel-accuracy
No description in the SKILL.md.
skills/quantization/ on GitHub (opens in a new tab)debug-quantized-kernel-accuracy/ SKILL.md -
write-fp8-kernel
No description in the SKILL.md.
skills/quantization/ on GitHub (opens in a new tab)write-fp8-kernel/ SKILL.md -
write-int8-quantized-kernel
No description in the SKILL.md.
skills/quantization/ on GitHub (opens in a new tab)write-int8-quantized-kernel/ SKILL.md
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.
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