---
name: "ascend-triton-kernel-validation"
description: "Validate one Ascend Triton kernel against a trusted reference across an explicit shape, dtype, layout, stride, scalar-option, and execution-mode case matrix, using actual candidate execution evidence, numerical comparisons and optional source lint. Use before any performance claim, after migration or implementation changes, or for shape-dependent compile/runtime/numerical failures in a Triton candidate. Do not use to generate the kernel, optimize an already-correct kernel, diagnose a non-Triton torch_npu or ACLNN call, 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.