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Design or diagnose a transformer v1.0.0

Use this resource to design or diagnose a transformer architecture

New

  • 398 downloads
  • 207 likes
  • 227 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install transformer-architecture-design

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 relies on three reference files: patterns to build, sharp edges to diagnose, and validations to review. You get an explained architecture with its risks and checkpoints.

Mostly picked by

Updated November 2, 2026

Card for the “Design or diagnose a transformer” 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: the agent's role and rules for using the references
  • references/patterns.md: recommended ways to build the model
  • references/sharp_edges.md: common failures and their causes

Good fit for

  • You are writing a custom transformer model
  • Your inference is slow and you need the cause

Not for

    Tags

    • transformer
    • attention
    • inference
    • models

    About

    You say

    “Design a small transformer with RoPE for 4,096-token sequences.”

    Card for the “Design or diagnose a transformer” skill

    Skill published by omer-metin 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 design or diagnose a transformer architecture
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/patterns.md3.6 KB
    • references/sharp_edges.md4.9 KB
    • references/validations.md2.9 KB
    • SKILL.md1.1 KB

    Origin and licence

    Listed unmodified

    Author
    omer-metin
    Source
    github.com/omer-metin/skills-for-antigravity/tree/e8dcf4e8737921a10088bd5c9eb65e81f74c051f/skills/transformer-architecture
    Licence
    Apache-2.0

    Notice

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

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