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Profiling a script or system for bottlenecks v1.0.0

Use this resource to profile a script, process or system to find its bottlenecks

New

  • 374 downloads
  • 141 likes
  • 205 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install performance-profiling-analysis

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 target, chooses profiling methods, adds instrumentation when needed, runs measurements and analyzes key dimensions such as CPU, memory, GPU and interconnect. You get a performance report with the bottlenecks identified.

Mostly picked by

Updated November 2, 2026

Card for the “Profiling a script or system for bottlenecks” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: target selection, profiling methods and instrumentation
  • SKILL.md: dimensions to examine and final report template

Good fit for

  • A training run is slower than expected
  • A service uses too much memory and you need the hot spot

Not for

    Tags

    • profiling
    • performance
    • gpu
    • bottlenecks

    About

    You say

    “Profile this training script and tell me what limits throughput.”

    Card for the “Profiling a script or system for bottlenecks” skill

    Skill published by wanshuiyin under the MIT 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 profile a script, process or system to find its bottlenecks
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md4.4 KB

    Origin and licence

    Listed unmodified

    Author
    wanshuiyin
    Source
    github.com/wanshuiyin/auto-claude-code-research-in-sleep/tree/18bceb3c71c638bef58096274e1c9a6d323dbc0a/skills/system-profile
    Licence
    MIT

    Notice

    « system-profile » (wanshuiyin, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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