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Hybrid AI architecture: device and cloud v1.0.0

Use this resource to design an AI architecture that combines device and cloud

New

  • 474 downloads
  • 155 likes
  • 162 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install hybrid-edge-cloud-ai-architecture

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 helps you design a hybrid AI architecture: a small local model, escalation to the cloud based on confidence or complexity, model cascades and workload split between device and datacentre. It also covers failures and consistency.

Mostly picked by

Updated November 2, 2026

Card for the “Hybrid AI architecture: device and cloud” skill

Details

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

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What you get

  • SKILL.md: local-first, cascade and draft-verify patterns
  • SKILL.md: decision drivers, failures and consistency, when to recommend it

Good fit for

  • Some requests must stay on the device for privacy
  • You want to cut the cost of a cloud model without losing quality

Not for

    Tags

    • edge
    • cloud
    • inference
    • architecture

    About

    You say

    “Design an architecture where a small local model answers and escalates to the cloud when confidence is low.”

    Card for the “Hybrid AI architecture: device and cloud” skill

    Skill published by claude-dev-suite 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 design an AI architecture that combines device and cloud
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md2.4 KB

    Origin and licence

    Listed unmodified

    Author
    claude-dev-suite
    Source
    github.com/claude-dev-suite/claude-dev-suite/tree/e10ab644ba43abe2abc923399226df4af7337214/skills/ai-systems/hybrid-edge-cloud
    Licence
    MIT

    Notice

    « hybrid-edge-cloud » (claude-dev-suite, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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