Every premium and members-only resource for $9.99/month, as a no-commitment subscription. See the plans

PalateKit

Sign in
Menu

Request a resource

Describe the resource you are missing in one sentence. We will email you when it is published.

0 / 280

A page, a video or an image online.

Unlock PalateKit

Unlock everything

Plan

Paying means accepting our terms of sale.

Secure payment by Stripe. Receipts and invoices sent by email.

Welcome back

Sign in to install, download or save this resource. A free account is enough for free resources.

Run experiments through four stages v1.0.0

Use this resource to organize the execution of experiments in four stages with budgets and gate conditions

New

  • 474 downloads
  • 179 likes
  • 235 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install run-four-stage-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 guides you through baseline reproduction, hyperparameter tuning, validation of your method and ablation studies. Each stage has an attempt budget and a gate condition, and the agent can hand failures to experiment-craft.

Mostly picked by

Updated November 2, 2026

Card for the “Run experiments through four stages” skill

Details

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

Similar resources

View all

What you get

  • SKILL.md: four-stage framework and per-stage loop
  • assets/stage-log-template.md: per-stage log template
  • references/attempt-budget-guide.md: managing attempt budgets

Good fit for

  • You must reproduce a baseline before testing your method
  • You want clear criteria for moving from one stage to the next

Not for

    Tags

    • experiments
    • pipeline
    • ablation
    • research

    About

    You say

    “Run the experiment pipeline on my method: baseline reproduction, then ablations.”

    Card for the “Run experiments through four stages” 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 organize the execution of experiments in four stages with budgets and gate conditions
    3. Review and adjust the result

    Content preview

    Files

    • assets/pipeline-tracker-template.md2.9 KB
    • assets/stage-log-template.md1.8 KB
    • LICENSE11.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/attempt-budget-guide.md6.4 KB
    • references/code-trajectory-logging.md6.1 KB
    • references/stage-protocols.md7.9 KB
    • SKILL.md17.6 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

    User reviews

    –

    No ratings yet

    Loading reviews…

    Delete your review?

    Your rating and comment will be removed from the page.