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Inference latency profiling v1.0.0

Use this resource to measure and profile the inference latency of a model

New

  • 530 downloads
  • 201 likes
  • 186 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install inference-latency-profiling

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

This skill activates when a model responds too slowly in production. The SKILL.md describes the measurement steps, examples and output format. You get a response-time analysis to review with your team.

Mostly picked by

Updated November 2, 2026

Card for the “Inference latency profiling” skill

Details

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

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What you get

  • SKILL.md: measurement steps and examples
  • SKILL.md: prerequisites, output format and resources

Good fit for

  • Your model's responses take too long to arrive
  • You are comparing two model versions on speed

Not for

    Tags

    • latency
    • inference
    • model
    • performance

    About

    You say

    “Profile the inference latency of our summarisation model over a hundred requests.”

    Card for the “Inference latency profiling” skill

    Skill published by Jeremy Longshore <jeremy@intentsolutions.io> 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 measure and profile the inference latency of a model
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.6 KB
    • SKILL.md2.4 KB

    Origin and licence

    Listed unmodified

    Author
    Jeremy Longshore <jeremy@intentsolutions.io>
    Source
    github.com/jeremylongshore/tons-of-skills-marketplace/tree/ab85a061f7bcc039dac13ee193de7a4cd4388571/skills/08-ml-deployment/inference-latency-profiler
    Licence
    MIT

    Notice

    « inference-latency-profiler » (Jeremy Longshore <jeremy@intentsolutions.io>, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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