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Launch Nemo Rl

Category: Engineering  ·  Sub-category: devops  ·  Last updated:
tool:k8s
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.

From the source SKILL.md

This is the playbook for the nrl-k8s CLI at infra/nrl_k8s/. Follow it when the user asks to launch / iterate / debug a NeMo-RL recipe on a Kubernetes cluster. Verify current state (kubectl, git log, the recipe + infra files) before acting — the cluster is shared and the cost of a wrong action is high.

What this skill does

Launch Nemo Rl is a community-contributed Claude Code skill in the devops sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/launch-nemo-rl/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Launch Nemo Rl Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 70,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/launch-nemo-rl
curl -L https://claudskills.com/skills/launch-nemo-rl/SKILL.md \
  -o ~/.claude/skills/launch-nemo-rl/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/launch-nemo-rl/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/launch-nemo-rl/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\launch-nemo-rl\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
NVIDIA. (2026). Launch Nemo Rl [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/launch-nemo-rl/
BibTeX
@misc{launch-nemo-rl-2026,
  author    = {NVIDIA},
  title     = {Launch Nemo Rl [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/launch-nemo-rl/}
}

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