experiment

Execute main experimental runs for research quests with strict validation.

Updated May 24, 2026
One-click install
npx skills add https://github.com/leoplasture/STA304_Final_Project --skill experiment-leoplasture
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: experiment
Source: https://github.com/leoplasture/STA304_Final_Project/tree/main/src/skills/experiment
Command: npx skills add https://github.com/leoplasture/STA304_Final_Project --skill experiment-leoplasture

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill facilitates the execution of key experimental runs in research quests, ensuring streamlined, reliable, and verifiable experimental processes.

Core Features & Use Cases

  • Main Evidence Production: Automates the execution of runs that produce significant evidence for research.
  • Minimal Execution: Optimizes runs to produce the smallest valid amount of evidence.
  • Use Case: When a research quest has an accepted baseline and selected idea, this Skill can be used to run the main experiment, producing trustworthy results.

Quick Start

Execute the main experiment for the current quest by running the command: experiment run

Frequently Asked Questions about experiment

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I execute main evidence-producing runs for research quests?

An experiment run produces the smallest valid amount of evidence for a research quest by automating execution. It applies to quests requiring precise measurements, baselines, selected ideas, and explicit evaluation contracts.

What do I need to run an experiment with strict validation and error handling?

The best way to validate research results is by running main experimental runs through a structured workflow with strict validation and error handling. This ensures the production of trustworthy, verifiable evidence for your baselines and selected ideas.

Can I use this to run deterministic tasks for precise measurements and comparisons?

Yes, you can use this to run deterministic tasks for precise measurements and comparisons. It executes main experimental runs that adhere to structured workflows and explicit evaluation contracts to produce verifiable evidence.

When should I not use automated experiment runs for my research quest?

You should not use automated experiment runs if your research quest lacks an accepted baseline, a selected idea, or explicit evaluation contracts. The workflow requires strict validation and structured inputs to produce trustworthy evidence.