experiment-plan

Turn refined research proposals into claim-driven experiment roadmaps with run order and budgets.

Updated Apr 29, 2026
One-click install
npx skills add https://github.com/jkfee/Auto-Research --skill experiment-plan-jkfee
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: experiment-plan
Source: https://github.com/jkfee/Auto-Research/tree/main/skills/experiment-plan
Command: npx skills add https://github.com/jkfee/Auto-Research --skill experiment-plan-jkfee

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill transforms a refined research proposal into a concrete, claim-driven experiment roadmap that guides method validation and publication readiness.

Core Features & Use Cases

  • Design a compact, claim-focused experiment plan with primary and supporting claims, including an executable run order.
  • Generate data collection, evaluation metrics, and budget estimates aligned with paper-style validation.
  • Produce structured artifacts ready for review, including refine-logs/EXPERIMENT_PLAN.md and refine-logs/EXPERIMENT_TRACKER.md.

Quick Start

Provide a refined proposal and target outcomes; the skill will output the two refine logs to the refine-logs directory.

Frequently Asked Questions about experiment-plan

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

FAQPage Schema
How do I turn a research proposal into an experiment plan with a run order?

To turn a refined proposal into an experiment plan, you map primary and supporting claims to an executable run order, defining data collection, evaluation metrics, and budget estimates for structured validation readiness.

What is a claim-driven experiment roadmap for paper validation?

A claim-driven experiment roadmap structures your research validation around primary and supporting claims, allocating milestones, budgets, and an executable run order to ensure publication readiness and methodological soundness.

How do I design an ablation study and budget estimates for a research project?

Designing an ablation study involves isolating variables to test specific claims, while budget estimation aligns computational and resource costs with the planned run order and milestones for comprehensive paper validation.

Do I need a refined proposal before generating an experiment design and milestones?

Yes, a refined proposal is required as the baseline input to generate a structured experiment design, ensuring the resulting milestones, budgets, and executable run order directly validate the stated research outcomes.

What is the best way to structure experiment tracking for method validation?

The best way to structure experiment tracking is generating standardized artifacts like an experiment plan and tracker, documenting claims, blocks, run order, and milestones to maintain rigorous validation workflows.

Can I generate evaluation metrics and data collection plans from a research proposal?

Yes, you can generate data collection protocols and evaluation metrics directly from a refined proposal, aligning the measurement criteria with primary claims to produce publication-ready validation artifacts.