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Reduce Groq inference costs v1.0.0

Use this resource to cut your Groq bill through model routing and token management

New

  • 422 downloads
  • 173 likes
  • 175 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install groq-inference-cost-tuning

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 sends simple tasks to smaller models, trims unnecessary tokens, caches some results and tracks usage against a budget. The skill quantifies the gap between an 8B and a 70B model for a classification task.

Mostly picked by

Updated November 2, 2026

Card for the “Reduce Groq inference costs” skill

Details

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

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What you get

  • SKILL.md: model routing, token management and worked figures
  • references/implementation.md: usage tracking and budget implementation

Good fit for

  • You classify large volumes of messages with a big model
  • Your Groq bill rises without more traffic

Not for

    Tags

    • groq
    • costs
    • routing
    • tokens

    About

    You say

    “Route classification tasks to the smallest Groq model and measure the savings.”

    Card for the “Reduce Groq inference costs” skill

    Skill published by Jeremy Longshore <jeremy@intentsolutions.io> 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 cut your Groq bill through model routing and token management
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/examples.md2.3 KB
    • references/implementation.md6.6 KB
    • SKILL.md5.3 KB

    Origin and licence

    Listed unmodified

    Author
    Jeremy Longshore <jeremy@intentsolutions.io>
    Source
    github.com/jeremylongshore/tons-of-skills-marketplace/tree/ab85a061f7bcc039dac13ee193de7a4cd4388571/skills/.curated/groq-cost-tuning
    Licence
    MIT

    Notice

    « groq-cost-tuning » (Jeremy Longshore <jeremy@intentsolutions.io>, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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