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Prompt refinement loop in three rounds v1.0.0

Use this resource to improve an existing prompt through successive iterations

New

  • 219 downloads
  • 185 likes
  • 44 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install iterative-prompt-refinement-loop

First time: connect the CLI with

npx --yes palatekit@latest login

The prompt asks the assistant to find ambiguities, ask at most three questions and propose a revised version with a change log. It also lists the assumptions and remaining risks. You get a more precise, ready-to-use prompt after three rounds at most.

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Updated November 2, 2026

Card for the “Prompt refinement loop in three rounds” prompt

Details

Generates with
Your agent's model
Licence
CC0-1.0

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What you get

  • The full prompt, ready to paste
  • Variables to replace: ${originalPrompt}, ${feedback}, ${iterationCount}, ${useCase}
  • Strict, creative or hybrid mode, strict by default

Good fit for

  • Refining a customer support prompt before it goes live
  • Preparing a brief for a writing assistant

Not for

    Tags

    • prompt
    • iteration
    • quality
    • assistant

    About

    You say

    “Here is my prompt: […]. It stays too vague on tone. Refine it in strict mode.”

    Card for the “Prompt refinement loop in three rounds” prompt

    Prompt published by kj5irq@gmail.com under the CC0-1.0 license, delivered in its original version.

    Show more

    How to use it

    1. Paste the prompt into your assistant or agent
    2. Ask it to improve an existing prompt through successive iterations
    3. Review and adjust the result

    Content preview

    Files

    • iterative-prompt-refinement-loop.md1.8 KB
    • LICENSE0.6 KB
    • NOTICE-PALATEKIT.md0.5 KB

    Origin and licence

    Listed unmodified

    Author
    kj5irq@gmail.com
    Source
    github.com/f/prompts.chat/blob/cecef6fc73c2c389770695a56252d331981727de/prompts.csv
    Licence
    CC0-1.0

    Notice

    « Iterative Prompt Refinement Loop » (kj5irq@gmail.com, CC0-1.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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