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NeMo-RL experiment research loop with git v1.0.0

Use this resource to run iterative NeMo-RL experiments and record each hypothesis in git

New

  • 515 downloads
  • 128 likes
  • 175 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install nemo-rl-experiment-research-loop

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent understands the recipe and environment, launches reproducible baselines then iterations, analyzes results and keeps the trace in git and TSV logs. It asks for confirmation before actions that create branches or use GPUs.

Mostly picked by

Updated November 2, 2026

Card for the “NeMo-RL experiment research loop with git” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: research cycle, priorities and stop rules
  • references/experiment-log-template.md: log template
  • references/git-workflow.md: git workflow

Good fit for

  • You want to improve accuracy or throughput of a NeMo-RL recipe through controlled trials
  • You want a reproducible log of your experiments in git

Not for

    Tags

    • nemo-rl
    • experimentation
    • git
    • reinforcement learning

    About

    You say

    “Improve the throughput of this NeMo-RL recipe by testing hypotheses and logging each run.”

    Card for the “NeMo-RL experiment research loop with git” skill

    Skill published by nvidia under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to run iterative NeMo-RL experiments and record each hypothesis in git
    3. Review and adjust the result

    Content preview

    Files

    • BENCHMARK.md4.2 KB
    • evals/evals.json3.2 KB
    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/experiment-log-template.md2.5 KB
    • references/exploration-ideas.md5.6 KB
    • references/git-workflow.md3.9 KB
    • skill-card.md4 KB
    • SKILL.md9.1 KB
    • skill.oms.sig5.2 KB

    Origin and licence

    Listed unmodified

    Author
    nvidia
    Source
    github.com/nvidia/skills/tree/ca116d60beafe1b4459f0ab790b7b450912c56b0/skills/nemo-rl-auto-research
    Licence
    Apache-2.0

    Notice

    « nemo-rl-auto-research » (nvidia, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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