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Root-cause analysis of AI factual errors v1.0.0

Use this resource to diagnose unsupported answers from an AI assistant

New

  • 224 downloads
  • 133 likes
  • 163 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install hallucination-root-cause-analysis

First time: connect the CLI with

npx --yes palatekit@latest login

The prompt is an agent configuration that asks for a root-cause analysis of a wrong answer, separating missing evidence from ignored evidence, weak retrieval and overconfident wording. You get a diagnosis, a priority fix and regression test cases.

Mostly picked by

Updated November 2, 2026

Card for the “Root-cause analysis of AI factual errors” 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 report layout: reconstruction, cause, fix, tests, residual risk
  • A failing example to describe after the prompt

Good fit for

  • A chatbot that invents sources in a retrieval setup
  • A team testing an assistant's reliability before release

Not for

    Tags

    • hallucination
    • reliability
    • retrieval
    • evaluation
    • agent

    About

    You say

    “Here are the question, the retrieved documents and the wrong answer. Run the root-cause analysis.”

    Card for the “Root-cause analysis of AI factual errors” prompt

    Prompt published by udem.mgv@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 diagnose unsupported answers from an AI assistant
    3. Review and adjust the result

    Content preview

    Files

    • hallucination-root-cause-analysis.md3.1 KB
    • LICENSE0.6 KB
    • NOTICE-PALATEKIT.md0.5 KB

    Origin and licence

    Listed unmodified

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

    Notice

    « Hallucination Investigator » (udem.mgv@gmail.com, CC0-1.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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