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Debug a research experiment and keep its log v1.0.0

Use this resource to diagnose a failing experiment and structure its run log

New

  • 484 downloads
  • 218 likes
  • 216 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install debug-research-experiments

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 has you gather failure cases, find a working version, close the gap, form and test hypotheses, then propose a fix. It also provides an experiment log template to track each run.

Mostly picked by

Updated November 2, 2026

Card for the “Debug a research experiment and keep its log” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: five-step diagnostic flow and experiment rules
  • assets/experiment-log-template.md: experiment log template
  • references/debugging-methodology.md: debugging method

Good fit for

  • Your method does not converge or gives inconsistent results
  • You have run many attempts without progress

Not for

    Tags

    • debugging
    • experiments
    • log
    • research

    About

    You say

    “My training has not converged after three runs: help me find out why.”

    Card for the “Debug a research experiment and keep its log” skill

    Skill published by evoscientist under the Apache-2.0 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 diagnose a failing experiment and structure its run log
    3. Review and adjust the result

    Content preview

    Files

    • assets/experiment-log-template.md0.8 KB
    • LICENSE11.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/debugging-methodology.md6.7 KB
    • SKILL.md8 KB

    Origin and licence

    Listed unmodified

    Author
    evoscientist
    Source
    github.com/evoscientist/evoskills/tree/4889c2270af5f9a7658bb6a6709bf37040902006/skills/experiment-craft
    Licence
    Apache-2.0

    Notice

    « experiment-craft » (evoscientist, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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