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Weather pipeline performance diagnosis v1.0.0

Use this resource to find the slow stage of a weather data pipeline before optimizing it

New

  • 498 downloads
  • 221 likes
  • 140 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install weather-pipeline-stage-timing

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 reproduces the real execution path, splits it into stages and times each one, then interprets the measurements and validates a fix. The skill prescribes no particular provider, format, decoder or optimization.

Mostly picked by

Updated November 2, 2026

Card for the “Weather pipeline performance diagnosis” skill

Details

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

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What you get

  • SKILL.md: real path, stage split and a timing example
  • SKILL.md: measurement interpretation, fix validation and checklist

Good fit for

  • A weather render or batch job has become slower
  • A parser is blamed without per-stage timing

Not for

    Tags

    • performance
    • weather data
    • diagnosis
    • timing
    • pipeline

    About

    You say

    “Time each stage of my weather animation render job and tell me which one is slow.”

    Card for the “Weather pipeline performance diagnosis” skill

    Skill published by ShianMike 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 find the slow stage of a weather data pipeline before optimizing it
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md7.1 KB

    Origin and licence

    Listed unmodified

    Author
    ShianMike
    Source
    github.com/sickn33/agentic-awesome-skills/tree/e9809578fd426a284af017c5db99f8eb6628e6ca/skills/weather-pipeline-performance-diagnosis
    Licence
    MIT

    Notice

    « weather-pipeline-performance-diagnosis » (ShianMike, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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