kernel-generator

What problem does it solve?

This Skill automates the generation of high-performance Triton Ascend kernels from KernelBench style operator descriptions, reducing manual kernel development time and ensuring consistency with KernelBench specifications.

Core Features & Use Cases

• Automated kernel generation: Produces a complete ModelNew-based Triton Ascend kernel implementation from a KernelBench task description.
• Iterative improvement: Supports error feedback loop using verifier_error and conductor_suggestion to refine the kernel.
• Knowledge integration: Loads hardware references and Triton Ascend fundamentals to guide optimization for ascend backends.
• Use Case: Given a KernelBench op_desc, generate a full kernel plus a ModelNew class that mirrors the original model's forward signature.

Quick Start

Run the kernel-generator skill with a KernelBench task description to generate a complete ModelNew kernel.