experiment-plan

Create claim-driven experiment roadmaps from refined research proposals.

Updated May 22, 2026
One-click install
npx skills add https://github.com/Leo1349/autoresearch --skill experiment-plan-leo1349
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: experiment-plan
Source: https://github.com/Leo1349/autoresearch/tree/main/skills/experiment-plan
Command: npx skills add https://github.com/Leo1349/autoresearch --skill experiment-plan-leo1349

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill turns a refined research proposal or method idea into a detailed experiment roadmap, supporting core problem, novelty, simplicity, and any contribution claims.

Core Features & Use Cases

  • Roadmap Generation: Develop a claim -> evidence -> run order roadmap that supports key contributions and addresses reviewer concerns.
  • Paper-Oriented Validation: Ensures experiments defend the anchored problem and contribution claims.
  • Claim Mapping: Write down and organize paper claims for easy reference during planning.
  • Experiment Blocks: Design a concise set of experiment blocks that include baseline checks, novelty isolation, simplicity, and frontier necessity checks.
  • Execution Order: Create a realistic run order for experiments to proceed step-by-step.

Quick Start

Run the experiment-plan skill with the research proposal or method idea as the input argument.

Frequently Asked Questions about experiment-plan

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

FAQPage Schema
How do I generate an experiment roadmap from a research proposal?

Generate an experiment roadmap by inputting a refined research proposal or method idea. The tool creates a detailed claim-to-evidence-to-run-order plan that validates anchored problems and contributions.

What is claim-driven validation in paper experiment planning?

Claim-driven validation maps specific paper claims to experimental evidence. This approach designs experiment blocks to defend anchored problems and contributions, directly addressing potential reviewer concerns during research validation.

How do I design experiment blocks for novelty and baseline checks?

Design experiment blocks by structuring concise sets that include baseline checks, novelty isolation, simplicity, and frontier necessity checks. This ensures the experiment roadmap thoroughly validates all key contribution claims.

Can I plan a realistic execution order for science workflow experiments?

Yes, you can create a realistic run order for experiments. The planning process sequences experiment blocks step-by-step, ensuring a structured science workflow that progresses logically from baseline to frontier checks.

Does experiment planning require a fully refined research proposal?

A refined research proposal or method idea is the required input. The planning mechanism relies on this foundation to detail claim-driven validation, map novelty, and structure frontier necessity checks.

Why does my experiment design lack contribution mapping for paper validation?

Experiment design lacks contribution mapping when claims are not explicitly organized. Writing down and organizing paper claims for easy reference ensures the roadmap generates targeted, claim-driven experiment blocks.