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Routing NVSHMEM performance tuning requests v1.0.0

Use this resource to find the right NVSHMEM workflow to improve performance

New

  • 408 downloads
  • 143 likes
  • 196 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install nvshmem-performance-routing

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 identifies the goal, picks the matching specialist (baseline collection, remote transport, NIC mapping or TMA) and sequences explicit steps. It does not handle CUDA, NCCL or application tuning outside NVSHMEM.

Mostly picked by

Updated November 2, 2026

Card for the “Routing NVSHMEM performance tuning requests” 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: routing table, step order and handoff
  • evals/evals.json: test cases
  • BENCHMARK.md: evaluation criteria

Good fit for

  • Your NVSHMEM application is slow and you do not know where to start
  • You must choose a remote transport between two nodes

Not for

    Tags

    • nvshmem
    • performance
    • routing
    • gpu

    About

    You say

    “My NVSHMEM application is slow between two nodes: where should I start?”

    Card for the “Routing NVSHMEM performance tuning requests” 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 find the right NVSHMEM workflow to improve performance
    3. Review and adjust the result

    Content preview

    Files

    • BENCHMARK.md8.5 KB
    • evals/evals.json6.8 KB
    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • skill-card.md3.9 KB
    • SKILL.md7.9 KB
    • skill.oms.sig4.5 KB

    Origin and licence

    Listed unmodified

    Author
    nvidia
    Source
    github.com/nvidia/skills/tree/ca116d60beafe1b4459f0ab790b7b450912c56b0/skills/nvshmem-tune-performance
    Licence
    Apache-2.0

    Notice

    « nvshmem-tune-performance » (nvidia, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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