kernels/pr_461/en/cli-skills.html

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		<link rel="modulepreload" href="/docs/kernels/pr_461/en/_app/immutable/chunks/MermaidChart.svelte_svelte_type_style_lang.85d5d61e.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;kernel-builder skills add&quot;,&quot;local&quot;:&quot;kernel-builder-skills-add&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3}"><!-- HEAD_svelte-u9bgzb_END -->      <p></p>  <h3 class="relative group"><a id="kernel-builder-skills-add" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#kernel-builder-skills-add"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>kernel-builder skills add</span></h3> <p data-svelte-h="svelte-n2lu6b">Use <code>kernel-builder skills add</code> to install the skills for AI coding assistants like Claude, Codex, and OpenCode.
Supported skills include:</p> <ul data-svelte-h="svelte-1898ei8"><li><code>cuda-kernels</code> (default)</li> <li><code>rocm-kernels</code></li></ul> <p data-svelte-h="svelte-y8wod8">Skill files are downloaded from the <code>huggingface/kernels</code> directory in this <a href="https://github.com/huggingface/kernels/tree/main/kernel-builder/skills" rel="nofollow">repository</a>.</p> <p data-svelte-h="svelte-sfhhkf">Skills instruct agents how to deal with hardware-specific optimizations, integrate with libraries like diffusers and transformers, and benchmark kernel performance in consistent ways.</p> <p data-svelte-h="svelte-kvfsh7">Examples:</p> <div class="code-block relative "><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5   text-gray-600 " title="code excerpt" type="button"><svg class="" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START -->&lt;CopyLLMTxtMenu containerStyle=<span class="hljs-string">&quot;float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;&quot;</span>&gt;&lt;/CopyLLMTxtMenu&gt;

<span class="hljs-comment"># install for Claude in the current project</span>
kernel-builder skills add --claude

<span class="hljs-comment"># install ROCm kernels skill for Codex</span>
kernel-builder skills add --skill rocm-kernels --codex

<span class="hljs-comment"># install globally for Codex</span>
kernel-builder skills add --codex --global

<span class="hljs-comment"># install for multiple assistants</span>
kernel-builder skills add --claude --codex --opencode

<span class="hljs-comment"># install to a custom destination and overwrite if already present</span>
kernel-builder skills add --dest ~/my-skills --force<!-- HTML_TAG_END --></pre></div> <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/kernels/blob/main/docs/source/cli-skills.md" target="_blank"><svg class="mr-1" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M31,16l-7,7l-1.41-1.41L28.17,16l-5.58-5.59L24,9l7,7z"></path><path d="M1,16l7-7l1.41,1.41L3.83,16l5.58,5.59L8,23l-7-7z"></path><path d="M12.419,25.484L17.639,6.552l1.932,0.518L14.351,26.002z"></path></svg> <span data-svelte-h="svelte-zjs2n5"><span class="underline">Update</span> on GitHub</span></a>  <p></p> 
			
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