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Optimize prompts for a language model v1.0.0

Use this resource to improve a prompt intended for a language model

New

  • 330 downloads
  • 169 likes
  • 190 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install llm-prompt-optimization-2

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 takes your instruction, structures it, specifies the expected format, adds examples and guardrails, then adapts the prompt to the target model. You get a testable version and an explanation of the choices.

Mostly picked by

Updated November 2, 2026

Card for the “Optimize prompts for a language model” skill

Details

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

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What you get

  • SKILL.md: optimization method and constraints
  • sub-skills/implementation-playbook.md: step-by-step procedure

Good fit for

  • Your prompt gives uneven answers from one call to the next
  • You switch models and have to rewrite your instructions

Not for

    Tags

    • prompt
    • llm
    • optimization
    • prompt engineering

    About

    You say

    “Optimize this support ticket classification prompt so it always returns valid JSON.”

    Card for the “Optimize prompts for a language model” skill

    Skill published by dokhacgiakhoa 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 improve a prompt intended for a language model
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE2.4 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md1.5 KB
    • sub-skills/implementation-playbook.md12.5 KB

    Origin and licence

    Listed unmodified

    Author
    dokhacgiakhoa
    Source
    github.com/dokhacgiakhoa/agent-skills-4-vibe-coding-cli/tree/c4a059bbf7a8d6b2162071f0fbfe74053faa6d20/.agent/skills/llm-application-dev-prompt-optimize
    Licence
    MIT

    Notice

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

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