cupynumeric-install SKILL.md skillA

cupynumeric-install from nvidia/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add nvidia/skills/cupynumeric-install@v2.0.0

Pins v2.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
nvidia/skills
Path
skills/cupynumeric-install/SKILL.md
Versions recorded
2
Latest version
v2.0.0, committed Jul 31, 2026
First version recorded
May 29, 2026
Size
7,818 bytes
Repository stars
3,871
License
Apache-2.0

Install and verify cuPyNumeric for Python — requirements, commands, verification. Source builds are out of scope.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# cuPyNumeric Install (user)

## Purpose

Use this skill to install cuPyNumeric for *use* from Python and to verify the install actually works (including GPU usage). Apply it whenever a user wants cuPyNumeric running via conda or pip. Do not use it to build from source (to modify or contribute) — that is out of scope.

## Mandatory rules

- **Never run installs.** Do not run `pip install`, `conda install`, or any installer. Print the command; let the user run it.
- **Always isolate.** No installs into base conda, system Python, or shared global envs.
- **Detect before recommending.** Read-only `--version` checks are fine.

## Prerequisites

Confirm these system requirements before recommending any install:

- **GPU**: Compute Capability ≥ 7.0 (Volta+). CPU-only also supported.
- **CUDA**: 12.2+.
- **OS**: Linux (x86_64 / aarch64), Windows via WSL.
- **Python**: 3.11 through 3.14
- **conda**: ≥ 24.1 (conda path only).
- **Package manager**: conda (upstream-recommended) or pip. If neither is present, bootstrap one first (see Instructions).

## Instructions

Follow these steps in order: confirm the prerequisites, ask the scoping questions, install via the chosen path, then verify.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nvidia/skills/cupynumeric-install@sha256:4c4a7e7d76e21352

The line at the top of this page pins the label v2.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_oie3mejayhtbxmb2.svg)](https://markdownregistry.com/a/art_oie3mejayhtbxmb2)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between May 29, 2026 and Jul 31, 2026, about one every 64 days. Its first recorded version is graded B and its latest A.

versioncommittedcommitsizeaudit
v2.0.0 latest2026-07-31 ea1d5b5 7,818 BA view · diff
v2.0.02026-05-29 3ded795 7,951 BB view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (7818 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

nvidia/skills · 3,871 stars · license Apache-2.0 · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_oie3mejayhtbxmb2
GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/cupynumeric-install
GET https://markdownregistry.com/api/v1/blob/4c4a7e7d76e213523ef124f2cd9dc1bb436021004e0e4ea5acb2b88c102dcfd9

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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