research-refine

Crystallize vague research directions into anchored problems and implementable plans.

Updated Apr 26, 2026
One-click install
npx skills add https://github.com/jandan138/Auto-claude-code-research-in-sleep --skill research-refine-jandan138
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-refine
Source: https://github.com/jandan138/Auto-claude-code-research-in-sleep/tree/main/skills/research-refine
Command: npx skills add https://github.com/jandan138/Auto-claude-code-research-in-sleep --skill research-refine-jandan138

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Crystallizes vague research directions into anchored problems and concrete, implementable plans.

Core Features & Use Cases

  • Anchored problem framing using a Problem Anchor that persists across refinement rounds.
  • Phase-driven proposal and refinement workflow including anchor checks, simplicity checks, and reviewer feedback integration.
  • Structured outputs: initial proposal, refinement rounds, and final robust plan ready for execution.

Quick Start

Provide a vague research direction and constraints to generate an anchored problem, an initial proposal, and a stepwise refinement plan.

Frequently Asked Questions about research-refine

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

FAQPage Schema
How do I turn a vague research idea into a concrete research plan?

A phase-driven refinement workflow converts vague directions into concrete research plans by establishing a persistent problem anchor. It applies gap analysis and method design across iterative rounds to produce a robust, implementable proposal ready for execution.

What is problem framing and why does it matter for research validation?

Problem framing anchors a vague research direction into a stable core question for consistent validation. It ensures your research gap analysis and method design remain aligned across multiple refinement rounds, preventing scope drift and producing a robust plan.

How do I design a phase-driven research proposal step by step?

Design a phase-driven research proposal by first establishing a problem anchor, then generating an initial proposal. Execute stepwise refinement rounds incorporating anchor checks, simplicity checks, and reviewer feedback to yield a final, implementable research plan.

Can I refine an existing research plan with new constraints and reviewer feedback?

Yes, you can refine an existing research plan by integrating new constraints and reviewer feedback. The refinement workflow applies anchor checks and simplicity checks during each round to ensure the updated proposal remains robust and methodologically sound.

What is the best way to validate a research method before execution?

The best way to validate a research method before execution is using a structured refinement workflow with documented evaluation criteria. By applying simplicity checks and reviewer feedback integration, you ensure the method design is anchored and robust.