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research-refine

Refine broad research topics into implementation-ready plans with a single dominant claim.

Updated Jul 6, 2026
Search Tags:#research planning#method development#elegant proposal#focussed plan#GPT-5.5 review
One-click install
npx skills add https://github.com/caw111/2026-SoftwareCup --skill research-refine-caw111
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: research-refine
Source: https://github.com/caw111/2026-SoftwareCup/tree/main/.agents/skills/research-refine
Command: npx skills add https://github.com/caw111/2026-SoftwareCup --skill research-refine-caw111

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill transforms a broad, non-specific research idea into a problem-focused, concise, frontier-aware, implementation-ready plan. Ideal when starting from a vague direction but needing a method that is both focused and ready for high-tier venues.

Core Features & Use Cases

  • Refinement: Transform non-specific research goals into detailed method plans.
  • Method Development: Offer a minimal but sufficient set of experiments and implementation guidelines.
  • Focus: Ensure the proposed plan sticks to one strong claim and avoids over-complexity.

Quick Start

Provide your initial research problem, such as 'Design an AI system to enhance medical image interpretation accuracy,' and receive a refined method plan in return.

Frequently Asked Questions about research-refine

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

FAQPage Schema
How do I refine a vague research idea into a focused method plan?▼

Refine a vague research idea into a focused method plan by iteratively structuring broad goals into a single dominant claim. This process yields an implementation-ready proposal with minimal but sufficient experiments for high-tier venues.

What is the best way to develop a research proposal with a single strong claim?▼

Developing a research proposal with a single strong claim involves transforming non-specific goals into a concise, problem-focused plan. This approach ensures your methodology avoids over-complexity and sticks to one dominant research claim.

How does iterative review with GPT-5.5 improve research planning?▼

Iterative review with an external agent like GPT-5.5 improves research planning by providing structured refinement of broad topics. This review process transforms rough ideas into detailed, frontier-aware, implementation-ready method plans.

Can I use this method development approach for high-tier academic venues?▼

Yes, this method development approach is specifically tailored for high-tier academic venues. It transforms a broad research direction into a problem-focused, concise, and implementation-ready plan suitable for top-tier submissions.

What experiments should I include in an implementation-ready research plan?▼

An implementation-ready research plan should include a minimal but sufficient set of experiments. This ensures the proposed method development avoids over-complexity while providing clear implementation guidelines to validate your single dominant claim.

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