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Planning a model deployment on SageMaker v1.0.0

Use this resource to choose the SageMaker deployment path that fits a model

New

  • 540 downloads
  • 153 likes
  • 173 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install sagemaker-deployment-planning

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 the useful questions, then recommends a deployment path: real-time, serverless, async, batch or Bedrock. It checks quotas before suggesting an instance and points to the specialized skills. You get a reasoned recommendation and the deployment plan.

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: work phases, discovery questions and path selection
  • SKILL.md: quota check before the instance recommendation

Good fit for

  • You want to host a model on AWS without knowing the options
  • You are torn between a real-time endpoint and asynchronous processing

Not for

    Tags

    • sagemaker
    • deployment
    • aws
    • inference
    • endpoint

    About

    You say

    “Help me deploy this model on SageMaker with as few questions as possible.”

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

    Skill published by waybarrios 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 choose the SageMaker deployment path that fits a model
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md6.8 KB

    Origin and licence

    Listed unmodified

    Author
    waybarrios
    Source
    github.com/waybarrios/opencode-power-pack/tree/c3328ad1633c1561026532f29b718a2380bc52ee/skills/hf-cloud-sagemaker-deployment-planner
    Licence
    Apache-2.0

    Notice

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

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