home/categories/security/sgl-project-sglang-python-sglang-multimodal-gen-claude-skills-sglang-diffusion-ako4all-kernel-skill-md
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sglang-diffusion-ako4all-kernel
Use when optimizing an existing SGLang diffusion kernel with AKO4ALL, including AKO4ALL repo hygiene, custom microbench setup, ncu-guided iteration, and end-to-end denoise validation. Also use when a sibling AKO4ALL repo must be cloned or refreshed before starting kernel tuning work.
maintainer
sgl-project
Updated 4/4/2026
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25638
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quick start
Installation and usage
Use when optimizing an existing SGLang diffusion kernel with AKO4ALL, including AKO4ALL repo hygiene, custom microbench setup, ncu-guided iteration, and end-to-end denoise validation. Also use when a sibling AKO4ALL repo must be cloned or refreshed before starting kernel tuning work.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use sglang-diffusion-ako4all-kernel