Every premium and members-only resource for $9.99/month, as a no-commitment subscription. See the plans

PalateKit

Sign in
Menu

Request a resource

Describe the resource you are missing in one sentence. We will email you when it is published.

0 / 280

A page, a video or an image online.

Unlock PalateKit

Unlock everything

Plan

Paying means accepting our terms of sale.

Secure payment by Stripe. Receipts and invoices sent by email.

Welcome back

Sign in to install, download or save this resource. A free account is enough for free resources.

LLM prompt optimization v1.0.0

Use this resource to evaluate and improve the prompts of a language model

New

  • 339 downloads
  • 153 likes
  • 170 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install llm-prompt-optimization

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 reviews your prompt, checks it against examples and proposes structured instructions suited to the target model. You get versions compared on their results, so you can pick the most reliable one.

Mostly picked by

Updated November 2, 2026

Card for the “LLM prompt optimization” skill

Details

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

Similar resources

View all

What you get

  • SKILL.md: method for evaluating and improving the prompt
  • resources/implementation-playbook.md: step-by-step implementation guide

Good fit for

  • A prompt gives inconsistent or badly formatted answers
  • You switch models and need to readjust your instructions

Not for

    Tags

    • prompt
    • llm
    • evaluation
    • instructions

    About

    You say

    “Optimize my support ticket classification prompt to reduce formatting errors.”

    Card for the “LLM prompt optimization” skill

    Skill published by rmyndharis 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 evaluate and improve the prompts of a language model
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • resources/implementation-playbook.md13 KB
    • SKILL.md1.4 KB

    Origin and licence

    Listed unmodified

    Author
    rmyndharis
    Source
    github.com/rmyndharis/antigravity-skills/tree/364ea63c190fcf7cac035f7fa91f0406fa392584/skills/llm-application-dev-prompt-optimize
    Licence
    MIT

    Notice

    « llm-application-dev-prompt-optimize » (rmyndharis, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

    User reviews

    –

    No ratings yet

    Loading reviews…

    Delete your review?

    Your rating and comment will be removed from the page.