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Experiment results analysis and comparison v1.0.0

Use this resource to analyze experiment results and compare configurations

New

  • 341 downloads
  • 184 likes
  • 148 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install experiment-results-analysis

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 finds result files in JSON or CSV, builds a comparison table by variable and computes the gain over the baseline. With several seeds it reports mean and standard deviation. You get tables, statistics and insights ready for your documentation.

Mostly picked by

Updated November 2, 2026

Card for the “Experiment results analysis and comparison” skill

Details

Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: five-step method, from locating results to updating the docs
  • SKILL.md: output format with a comparison table

Good fit for

  • You have several runs to compare against a baseline
  • You need mean and standard deviation over several seeds

Not for

    Tags

    • results
    • statistics
    • comparison
    • experiments

    About

    You say

    “Compare my three model variants against the baseline, with mean and standard deviation.”

    Card for the “Experiment results analysis and comparison” skill

    Skill published by wanshuiyin 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 analyze experiment results and compare configurations
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md1.6 KB

    Origin and licence

    Listed unmodified

    Author
    wanshuiyin
    Source
    github.com/wanshuiyin/auto-claude-code-research-in-sleep/tree/18bceb3c71c638bef58096274e1c9a6d323dbc0a/skills/analyze-results
    Licence
    MIT

    Notice

    « analyze-results » (wanshuiyin, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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