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Create an optimisation experiment v1.0.0

Use this resource to set up optimisation of a file against a metric

New

  • 412 downloads
  • 146 likes
  • 154 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install experiment-setup

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 command collects the domain, the target file, the evaluation command, the metric and its direction (lower or higher), then creates the experiment. It can also list existing experiments and built-in evaluators.

Mostly picked by

Updated November 2, 2026

Card for the “Create an optimisation experiment” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: argument and interactive modes, lists and evaluators
  • SKILL.md: creation steps and what happens after setup

Good fit for

  • You want to cut the response time of an API file measured by a benchmark
  • You are starting an experiment loop on a project for the first time

Not for

    Tags

    • experiment
    • metric
    • configuration
    • optimisation

    About

    You say

    “Set up an experiment to reduce the p50 of src/api.py with pytest bench.py.”

    Card for the “Create an optimisation experiment” skill

    Skill published by alirezarezvani 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 set up optimisation of a file against a metric
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md3 KB

    Origin and licence

    Listed unmodified

    Author
    alirezarezvani
    Source
    github.com/alirezarezvani/claude-skills/tree/5434623a788ec3105d238328cfe554e1e2242ff7/engineering/autoresearch-agent/skills/setup
    Licence
    MIT

    Notice

    « setup » (alirezarezvani, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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