---
title: "CUTLASS and CuTe C++ Kernel Development - Air Market"
description: "You are working on CUTLASS or CuTe kernels in C++ and the examples, headers and template layers are a lot to hold in your head at once. This helps you write, debug, port, review and optimize them, an…"
canonical: "https://airmarket.ai/app/cutlass-cpp-kernel"
---

[Air Market](/) / [Developer Tools](/category/devtools) / CUTLASS and CuTe C++ Kernel Development

Skill by [唯品会](/@vipshop)

# CUTLASS and CuTe C++ Kernel Development

Find your way around CUTLASS without reading every header

## What this does

You are working on CUTLASS or CuTe kernels in C++ and the examples, headers and template layers are a lot to hold in your head at once. This helps you write, debug, port, review and optimize them, and navigate what is already there. Reach for it when kernel structure, tiling or memory movement is what you are stuck on.

### Top 3 things it does for you

- Write or debug a CUTLASS kernel
- Port a kernel into CUTLASS or CuTe
- Find the right example or header to start from

## Information

**CUTLASS and CuTe C++ Kernel Development at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [唯品会](/@vipshop) |
| Category | [Developer Tools](/category/devtools) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 136 KB |
| Licence | Apache-2.0 |
| Repository | [vipshop/cache-dit](https://github.com/vipshop/cache-dit/tree/430323282550b199ea9ad3dff9b64f669d2440f3/.copilot/skills/cutlass-cpp-kernel) |
| GitHub stars | 1,257 (as of Nov 2026) |
| Installs | 1, counted by skills.sh (Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of CUTLASS and CuTe C++ Kernel Development and flagged nothing. AIR's verdict: **safe**.

**What CUTLASS and CuTe C++ Kernel Development's check was run against**

|  |  |
| --- | --- |
| Commit | 430323282550b199ea9ad3dff9b64f669d2440f3 |
| Content hash | 454e4f51876a3d410e82656373bbecf46d32d9c58e31963dcce397468b173226 |
| Files read | [Browse the files at this exact commit](https://github.com/vipshop/cache-dit/blob/430323282550b199ea9ad3dff9b64f669d2440f3/.copilot/skills/cutlass-cpp-kernel/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for CUTLASS and CuTe C++ Kernel Development](/security/cutlass-cpp-kernel)

## About CUTLASS and CuTe C++ Kernel Development

Covers writing, debugging, porting, reviewing and optimizing CUTLASS or CuTe C++ kernels and templates, and navigating CUTLASS examples, collectives, epilogues, pipelines, GEMM schedules and CuTe headers.

It also covers analyzing template configuration, tiling, memory movement and kernel structure for Hopper and Blackwell GPUs.

## What's inside

- SKILL.md - instructions
- kernel-templates.md - reference
- sm100-optimization-guide.md - reference
- sm103-optimization-guide.md - reference
- sm120-optimization-guide.md - reference
- sm89-optimization-guide.md - reference
- sm90-optimization-guide.md - reference
- troubleshooting.md - reference

## Questions

### Is CUTLASS and CuTe C++ Kernel Development safe to install?

AIR scanned this exact version of CUTLASS and CuTe C++ Kernel Development and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 430323282550, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/cutlass-cpp-kernel.

### How do I install CUTLASS and CuTe C++ Kernel Development?

Open https://airmarket.ai/app/cutlass-cpp-kernel on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/vipshop/cache-dit/tree/430323282550b199ea9ad3dff9b64f669d2440f3/.copilot/skills/cutlass-cpp-kernel. Install from that link, not the branch.

## Related on Air Market

- [More Developer Tools listings](/category/devtools)
- [Everything by 唯品会](/@vipshop)

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Canonical URL: <https://airmarket.ai/app/cutlass-cpp-kernel>