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.