scientific-problem-selection

Guide researchers through structured scientific problem selection and project planning.

Updated Feb 6, 2026
One-click install
npx skills add https://github.com/lohasle/knowledge-work-plugins --skill scientific-problem-selection-lohasle
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scientific-problem-selection
Source: https://github.com/lohasle/knowledge-work-plugins/tree/main/bio-research/skills/scientific-problem-selection
Command: npx skills add https://github.com/lohasle/knowledge-work-plugins --skill scientific-problem-selection-lohasle

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps scientists systematically select high-impact research problems, troubleshoot project roadblocks, and make strategic scientific decisions, moving beyond incremental work to focus on truly valuable endeavors.

Core Features & Use Cases

  • Ideation & Refinement: Generates novel research ideas and strengthens existing ones using structured prompts.
  • Risk Assessment: Identifies and quantifies project risks, developing mitigation strategies.
  • Impact Definition: Articulates clear success metrics and evaluation frameworks for scientific projects.
  • Strategic Planning: Maps out decision trees, parameter flexibility, and adversity response plans.
  • Use Case: A graduate student struggling to define their thesis project can use this Skill to explore ideas, assess feasibility, and create a robust plan that aligns with their career goals and lab resources.

Quick Start

Use the scientific-problem-selection skill to help me pitch an idea for a new research project.

Frequently Asked Questions about scientific-problem-selection

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

FAQPage Schema
How do I select a high-impact research problem for my thesis?

To select a high-impact research problem, use a structured framework for scientific problem selection that guides ideation, assesses risks, and defines project impact. This helps align your thesis goals with available lab resources.

What is the best way to assess risks in scientific project planning?

Risk assessment in scientific project planning involves identifying and quantifying project risks to develop effective mitigation strategies. This ensures your research parameters remain flexible against potential roadblocks.

Can I generate novel research ideas using a structured decision tree?

Yes, you can generate novel research ideas by navigating a structured decision tree that refines existing concepts. This approach maps out parameter flexibility and integrates literature review for robust ideation.

Does this scientific problem selection framework work for startup contexts?

Yes, this scientific problem selection framework works for startup contexts by producing comprehensive project documentation. It articulates clear success metrics and evaluation frameworks tailored for strategic scientific decisions.

How do I define success metrics and impact for a new research project?

To define success metrics and impact for a research project, apply an impact definition framework that articulates clear evaluation criteria. This systematically evaluates the true value of your scientific endeavors.

When do I need a structured framework for research ideation?

You need a structured framework for research ideation when moving beyond incremental work to focus on truly valuable scientific endeavors. It facilitates systematic problem selection and comprehensive project planning.