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Batch inference jobs from the CLI v1.0.0

Use this resource to submit and track batch inference jobs

New

  • 320 downloads
  • 103 likes
  • 157 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install batch-inference-jobs-cli

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 uses the batches subcommands to create, submit, cancel, wait on and retrieve the outputs and errors of a batch. You get batch tracking and its results.

Mostly picked by

Updated November 2, 2026

Card for the “Batch inference jobs from the CLI” skill

Details

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

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What you get

  • SKILL.md: batches list, get, create, submit, cancel and wait subcommands
  • SKILL.md: retrieval of batch outputs and errors

Good fit for

  • You must process thousands of requests without running them one by one
  • A CI pipeline is waiting for a batch result

Not for

    Tags

    • batch
    • jobs
    • inference
    • processing
    • ci

    About

    You say

    “Submit the classification prompt file, wait for it to finish, and fetch the errors.”

    Card for the “Batch inference jobs from the CLI” skill

    Skill published by cheaper-inference 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 submit and track batch inference jobs
    3. Review and adjust the result

    Content preview

    Files

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

    Origin and licence

    Listed unmodified

    Author
    cheaper-inference
    Source
    github.com/cheaper-inference/omniroute/tree/a2b7934c8a8fec680644349632f9c8e159a7403c/skills/cli-batches
    Licence
    MIT

    Notice

    « cli-batches » (cheaper-inference, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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