vllm-ascend-workspace/vllm-ascend-workspace · .agents/skills/ascend-triton-operator-development/SKILL.md

ascend-triton-operator-development skillA

ascend-triton-operator-development is agent-read markdown (skill) from vllm-ascend-workspace/vllm-ascend-workspace: Develop a first correct Ascend Triton operator from a PyTorch reference or migrate an existing GPU Triton kernel to Ascend, including semantic audit, explicit task contracts, hardware-aware grid and tiling design, implementation, and handoff to correctness validation. Use for new kernel implementation, CUDA/GPU Triton migration, or repairing a candidate that has not yet passed correctness. Do not use for a kernel that already passes all planned cases and only needs performance tuning, for isolat.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add vllm-ascend-workspace/vllm-ascend-workspace/ascend-triton-operator-development@git:20260913.e74cc0c
Exact content
mdr add vllm-ascend-workspace/vllm-ascend-workspace/ascend-triton-operator-development@sha256:e8f906fd8924c0bd

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_t44mwughoc7lq3pc.svg)](https://markdownregistry.com/a/art_t44mwughoc7lq3pc)

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Versions

versioncommittedcommitsizeaudit
git:20260913.e74cc0c latest2026-09-13 e74cc0c 2,572 BA view · diff
git:20260912.5d836942026-09-12 5d83694 2,328 BA view · diff
git:20260911.9f920632026-09-11 9f92063 2,013 BA view · diff
git:20260910.44851822026-09-10 4485182 3,236 BA view · diff
git:20260812.d403d8e2026-08-12 d403d8e 3,120 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2572 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

vllm-ascend-workspace/vllm-ascend-workspace · 40 stars · license MIT · pushed 2026-09-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_t44mwughoc7lq3pc
GET https://markdownregistry.com/api/v1/resolve?ref=vllm-ascend-workspace/vllm-ascend-workspace/ascend-triton-operator-development
GET https://markdownregistry.com/api/v1/blob/e8f906fd8924c0bdb53fab583162f103b2385cf6bb9da7fcc39ba02dc6df7530