nvidia/skills · skills/launch-nemo-rl/SKILL.md

launch-nemo-rl skillA

launch-nemo-rl is agent-read markdown (skill) from nvidia/skills: Playbook for launching, monitoring, stopping, and debugging NeMo-RL recipes on a Kubernetes cluster via the nrl-k8s CLI. Covers ephemeral vs long-lived RayCluster modes, iterating on runs, and debugging hung or failed training jobs..

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 nvidia/skills/launch-nemo-rl@git:20260602.6fb5c4e
Exact content
mdr add nvidia/skills/launch-nemo-rl@sha256:2c3b61209faeb629

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_f7dio7crtcrmucfe.svg)](https://markdownregistry.com/a/art_f7dio7crtcrmucfe)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260602.6fb5c4e latest2026-06-02 6fb5c4e 17,864 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 (17864 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 · 3,326 stars · license Apache-2.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_f7dio7crtcrmucfe
GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/launch-nemo-rl
GET https://markdownregistry.com/api/v1/blob/2c3b61209faeb629c2eef3c0d65b7e7806d6abfa19075cea455ac48a09e8ea4c

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