---
name: "ascend-triton-kernel-validation"
description: "Run an explicit Ascend Triton wrapper against a reference over real shape, dtype, layout and stride cases, or assess existing validation evidence. Use after migration or implementation changes, before performance claims, or for shape-dependent failures in a Triton candidate. Do not use to generate or optimize the kernel, diagnose a non-Triton operator, or localize a whole-model graph failure."
---

<!-- Generated from .agents/skills/ascend-triton-kernel-validation/SKILL.md. Do not edit. -->

# ascend-triton-kernel-validation

Read `.agents/skills/ascend-triton-kernel-validation/SKILL.md` and only the references needed
for the current task. The canonical skill owns the workflow.