research-refine

Refine vague research directions into implementable method plans with validation paths.

Updated Feb 23, 2026

Search Tags:#workflow #refinement #research #validation #proposal #anchored #academia

Ready to run

npx skills add https://github.com/justcyl/my-skills --skill research-refine-justcyl

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: research-refine
Source: https://github.com/justcyl/my-skills/tree/main/.skills/archived-skills/research-refine
Command: npx skills add https://github.com/justcyl/my-skills --skill research-refine-justcyl

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Turn vague research directions into a concrete, problem-anchored method plan that is ready to implement and evaluate.

Core Features & Use Cases

Anchored problem: preserves the original problem as a fixed reference across iterations.
Focused proposal: minimizes added components while maximizing clarity and impact.
Structured validation: includes concrete experiments and success criteria aligned to top venues.

Quick Start

Input a rough research direction and a desired objective to generate an anchored, implementable plan.

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 direction into a focused method plan?▼

To refine a vague research direction, input your rough idea to generate a problem-anchored, implementable method plan. This process enforces a sharp anchor, minimal yet complete method design, and structured validation for top-venue publication.

What is an anchored problem in research proposal refinement?▼

An anchored problem preserves your original research direction as a fixed reference across iterations. This ensures the refined method plan remains focused on the core issue while minimizing unnecessary added components.

How do I create structured validation paths for academic research proposals?▼

Structured validation paths are generated by defining concrete experiments and success criteria aligned to top venues. This ensures your minimal yet complete method design includes a clear, actionable evaluation strategy.

Can I use this workflow to minimize added components in a research proposal?▼

Yes, this workflow specifically targets focused proposals by minimizing added components while maximizing clarity and impact. It enforces a sharp anchor to ensure the method design remains minimal yet complete.

What do I need to generate an actionable research plan from a rough idea?▼

You need to input a rough research direction and a desired objective. This allows the system to generate an anchored, implementable plan with a sharp anchor and a clear validation path.

When should I not use an anchored refinement workflow for academic research?▼

This anchored refinement workflow is not suitable if your research direction is already highly structured, or if you do not need a minimal method design aligned for top-venue publication.