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LLM cost and latency reduction v1.0.0

Use this resource to reduce the cost and latency of an application that calls an LLM

New

  • 587 downloads
  • 227 likes
  • 111 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install llm-cost-latency-reduction

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 measures cost breakdown per call, adds a caching strategy, suggests a cheaper model for simple tasks, batches calls and shortens prompts. You get a quantified report and configuration changes to apply.

Mostly picked by

Updated November 2, 2026

Card for the “LLM cost and latency reduction” skill

Details

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

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What you get

  • SKILL.md: cost breakdown per call
  • SKILL.md: caching strategy, model selection and prompt optimization
  • SKILL.md: batching and latency hotspot analysis

Good fit for

  • Your AI API bill grows faster than your usage
  • Responses take several seconds because calls run one after another

Not for

    Tags

    • cost
    • latency
    • llm

    About

    You say

    “My assistant costs too much: analyze the cost per call and suggest configuration changes.”

    Card for the “LLM cost and latency reduction” skill

    Skill published by patricio0312rev 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 reduce the cost and latency of an application that calls an LLM
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md7.3 KB

    Origin and licence

    Listed unmodified

    Author
    patricio0312rev
    Source
    github.com/patricio0312rev/skills/tree/79ea6af485698b31060b63f0066f712560757b29/ai-engineering/cost-latency-optimizer
    Licence
    MIT

    Notice

    « cost-latency-optimizer » (patricio0312rev, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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