experiment-plan

Convert research proposals into claim-driven experiment roadmaps with run orders and budgets.

38|3|Updated May 7, 2026
One-click install
npx skills add https://github.com/Chanw-research/claude-code-paper-writing --skill experiment-plan-chanw-research
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: experiment-plan
Source: https://github.com/Chanw-research/claude-code-paper-writing/tree/main/skills/data-analysis/experiment-plan
Command: npx skills add https://github.com/Chanw-research/claude-code-paper-writing --skill experiment-plan-chanw-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Transform a refined proposal into a detailed, claim-driven experiment roadmap that can be executed and evaluated to defend a paper's core contributions.

Core Features & Use Cases

  • Convert a proposal into a claims -> evidence -> run order roadmap with concrete milestones.
  • Generate execution steps, data splits, baselines, compute budgets, and a clear timeline.
  • Provide outputs suitable for inclusion in papers and reproducible reports, including a final plan document and tracker.

Quick Start

Provide your research proposal or method idea, and I will output a complete experiment plan with run order and budget.

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 a concrete experiment plan?

To create an experiment plan, provide a refined research proposal to map core claims into a structured evidence roadmap. This generates concrete milestones, execution steps, data splits, baselines, and a final tracker document for reproducible reports.

What is a claim-driven experiment roadmap and how does it support paper validation?

A claim-driven experiment roadmap directly links a paper's core contributions to specific evaluation protocols and execution steps. It ensures generated run orders, baselines, and ablation matrices provide paper-ready validation to defend the proposed research.

How do I generate an ablation matrix and run order for my research design?

Generating an ablation matrix and run order requires transforming your method idea into a structured research design. The system maps evaluation protocols and compute budgets against your claims to produce a concrete, sequenced execution timeline.

Can I use this to estimate compute budgets and data splits for my experiments?

Yes, you can estimate compute budgets and define data splits by inputting your research proposal. The system integrates these constraints directly into the experiment roadmap, ensuring the generated execution plan aligns with available resources.

What is the best way to plan an experiment timeline for a research paper?

The best way to plan an experiment timeline is using a claim-driven roadmap that enforces structured phases and constraints. This approach converts a proposal into a clear execution plan with concrete milestones and a tracker for paper-ready validation.

Do I need a finalized research proposal before generating an experiment plan?

Yes, you need a refined research proposal or method idea before generating an experiment plan. The system requires this input to accurately map claims to evidence, run orders, and compute budgets for a detailed execution roadmap.