Optimize a Kernel

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Optimize a Kernel#

You can use either VSCode (and Copilot), Claude Code, or OpenClaw to optimize a Kernel on NVIDIA.

To optimize a Kernel, a typical prompt should include the following mandatory and optional elements:

Operator name（mandatory）, task description (mandatory), and optimization iterations.

Make sure you read the prerequisites.

Steps#

If you haven’t connected to the KernelGen Operator Development MCP Toolkit and load skills, see KernelGen Skills User Guide, otherwise use one of the following methods to invoke the kernelgen-flagos skill and optimize an operator:

  • Option 1: Use the slash command and prompt

    /kernelgen-flagos Optimize the index_put operator. Optimize 5 iterations.

  • Option 2: Completely use prompt

    Use kernelgen-flagos to optimize the index_put operator. Optimize 5 iterations.
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