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Planning a model deployment on SageMaker v1.0.0

Use this resource to plan the deployment of a model on Amazon SageMaker

New

  • 432 downloads
  • 102 likes
  • 224 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install sagemaker-model-deployment-plan

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 asks only the useful questions, recommends a deployment mode and an instance after checking quotas, then hands off to specialized skills for AWS context, environment and permissions. You get a clear deployment plan to approve before acting.

Mostly picked by

Updated November 2, 2026

Card for the “Planning a model deployment on SageMaker” 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: discovery phases, mode selection and quota checks
  • SKILL.md: how it hands off to the AWS, Python and IAM skills

Good fit for

  • You want to host an LLM or an embedding model on AWS
  • You want an async endpoint for an image generation model

Not for

    Tags

    • sagemaker
    • aws
    • deployment
    • model

    About

    You say

    “Deploy my embedding model on AWS, I don’t know which instance to pick.”

    Card for the “Planning a model deployment on SageMaker” skill

    Skill published by practicalswan 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 plan the deployment of a model on Amazon SageMaker
    3. Review and adjust the result

    Content preview

    Files

    • CHANGELOG.md3.2 KB
    • LICENSE.txt11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md11.2 KB

    Origin and licence

    Listed unmodified

    Author
    practicalswan
    Source
    github.com/practicalswan/agent-skills/tree/6cf63517700aa9ba0b80e711a93837e3bea13d0a/hf-cloud-sagemaker-deployment-planner
    Licence
    Apache-2.0

    Notice

    « hf-cloud-sagemaker-deployment-planner » (practicalswan, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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