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Reconstruct the original prompt from an output v1.0.0

Use this resource to recover the likely prompt that produced an output

New

  • 389 downloads
  • 234 likes
  • 128 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install reverse-engineer-original-prompt

First time: connect the CLI with

npx --yes palatekit@latest login

The prompt asks for one reconstructed prompt based on an output and the conversation, then an explanation of the clues used. You get a prompt you can reuse and an analysis of its parts.

Mostly picked by

Updated November 2, 2026

Card for the “Reconstruct the original prompt from an output” prompt

Details

Works in
Install guides
Generates with
Your agent's model
Licence
CC0-1.0

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What you get

  • The full prompt, ready to paste
  • A reconstructed prompt and its reasoning

Good fit for

  • Learning to ask for a result you liked
  • Reproducing a style of answer obtained elsewhere

Not for

    Tags

    • prompt
    • engineering
    • analysis
    • reverse

    About

    You say

    “Here is a very concise, structured answer. Reconstruct the prompt that produced it.”

    Card for the “Reconstruct the original prompt from an output” prompt

    Prompt published by jecspt 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 recover the likely prompt that produced an output
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE0.6 KB
    • NOTICE-PALATEKIT.md0.4 KB
    • reverse-engineer-original-prompt.md0.4 KB

    Origin and licence

    Listed unmodified

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

    Notice

    « Reverse Prompt » (jecspt, CC0-1.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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