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Julia development guidelines v1.0.0

Use this resource to write fast Julia with multiple dispatch and sound typing

New

  • 518 downloads
  • 244 likes
  • 244 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install julia-scientific-computing-guidelines

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 applies Julia naming conventions, favors immutable structs and side-effect-free functions, uses multiple dispatch and the type system, then organizes tests and code. You get fast, clear Julia for scientific computing.

Mostly picked by

Updated November 2, 2026

Card for the “Julia development guidelines” 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: conventions, functions and structs
  • SKILL.md: performance, testing and organization

Good fit for

  • You write a numerical simulation in Julia
  • Your Julia code is slow because of unstable types

Not for

    Tags

    • Julia
    • multiple dispatch
    • performance
    • scientific computing

    About

    You say

    “Rewrite this Julia simulation with immutable structs and type-based dispatch.”

    Card for the “Julia development guidelines” skill

    Skill published by mindrally 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 write fast Julia with multiple dispatch and sound typing
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.4 KB
    • SKILL.md2.6 KB

    Origin and licence

    Listed unmodified

    Author
    mindrally
    Source
    github.com/mindrally/skills/tree/7682ca77710e0971eab4e0ae5dddfa281aea0ba5/julia
    Licence
    Apache-2.0

    Notice

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

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