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Explore neural network architectures v1.0.0

Use this resource to automatically explore neural network architectures

New

  • 503 downloads
  • 127 likes
  • 203 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install neural-architecture-search

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 defines the search space and the optimization method, NAS or Bayesian, then checks results against the references. You get an experiment plan and the search pitfalls to avoid.

Mostly picked by

Updated November 2, 2026

Card for the “Explore neural network architectures” 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: search spaces and algorithms
  • references/validations.md: result checks

Good fit for

  • You want a model configuration without testing it by hand
  • You want to tune hyperparameters systematically

Not for

    Tags

    • nas
    • automl
    • hyperparameters
    • neural networks

    About

    You say

    “Suggest a search space for a small CNN image classifier, using Bayesian optimization.”

    Card for the “Explore neural network architectures” 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 automatically explore neural network architectures
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/patterns.md3.8 KB
    • references/sharp_edges.md5.3 KB
    • references/validations.md2.3 KB
    • SKILL.md1.1 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

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