dotnet/skills · plugins/dotnet-advanced/skills/vectorization/SKILL.md

vectorization skillA

vectorization is agent-read markdown (skill) from dotnet/skills: Design, implement, optimize, and review SIMD code in .NET. USE FOR: vectorizing scalar loops with TensorPrimitives, Vector64/128/256/512, or platform hardware intrinsics; reviewing existing SIMD code, including Vector<T>, for contract equivalence, tail handling, memory safety, portability, fallbacks, and measured performance. DO NOT USE FOR: performance work unrelated to SIMD or vectorization..

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 dotnet/skills/vectorization@git:20260825.d4bf2bb
Exact content
mdr add dotnet/skills/vectorization@sha256:b619164a9494577b

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_mlmkcsltrxylg56t.svg)](https://markdownregistry.com/a/art_mlmkcsltrxylg56t)

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Versions

versioncommittedcommitsizeaudit
git:20260825.d4bf2bb latest2026-08-25 d4bf2bb 11,922 BA view · diff
git:20260825.9f20ab02026-08-25 9f20ab0 11,159 BA view · diff
git:20260824.e23c4242026-08-24 e23c424 10,955 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 (11922 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

dotnet/skills · 5,437 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mlmkcsltrxylg56t
GET https://markdownregistry.com/api/v1/resolve?ref=dotnet/skills/vectorization
GET https://markdownregistry.com/api/v1/blob/b619164a9494577bb9de7c2e1b31647d969919d20b409c8186eba4b1bdff1006

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.