scientific-problem-selection

Generates and evaluates scientific ideas using a structured problem-selection framework.

1|Updated Mar 9, 2026

Search Tags:#ideation #risk-assessment #project-planning #decision-tree #literature-integration #problem-selection #adversity-planning

Ready to run

npx skills add https://github.com/kiryteo/opencode-setup --skill scientific-problem-selection-kiryteo

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: scientific-problem-selection
Source: https://github.com/kiryteo/opencode-setup/tree/main/skills/scientific-problem-selection
Command: npx skills add https://github.com/kiryteo/opencode-setup --skill scientific-problem-selection-kiryteo

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill helps researchers systematically generate and evaluate project ideas using intuition pumps and a complete problem-selection framework, enabling rigorous, thoughtful starting points before committing to a direction.

Core Features & Use Cases

Structured ideation and risk assessment guiding the full problem-selection workflow (Skill 1–4).
Comprehensive deliverables including a Problem Ideation Document, Risk Assessment Matrix, Impact Assessment, Parameter Strategy, Decision Tree Map, and an Integrated Project Plan with communication materials.
Use cases include formulating research pitches, troubleshooting project options, planning for strategic decisions, and aligning work with personal and lab goals.

Quick Start

Draft the initial Problem Ideation Document and identify 2-3 candidate projects to kick off the workflow.

Frequently Asked Questions about scientific-problem-selection

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

FAQPage Schema

How do I systematically select a scientific research problem to work on?▼

Systematic scientific problem selection uses a structured framework to guide ideation, risk assessment, and execution planning. It helps researchers generate and evaluate project ideas using intuition pumps before committing to a specific research direction.

What's the best way to evaluate project ideas and assess risks for an academic research pitch?▼

Evaluating project ideas for an academic research pitch involves generating a Risk Assessment Matrix and Impact Assessment. This structured workflow aligns project options with personal and lab goals to support strategic decision-making.

Can I use this problem-selection framework for a startup context or is it limited to academia?▼

This problem-selection framework supports both academia and startup contexts. It systematically guides ideation and adversity planning across different environments, outputting an integrated project plan with coherent communication materials.

How does literature integration work during the scientific problem ideation process?▼

Literature integration during scientific problem ideation works by incorporating existing research into a structured problem-selection framework. This process generates a Problem Ideation Document containing 2-3 candidate projects to kick off the workflow.

What deliverables should I expect from a structured scientific project planning workflow?▼

Deliverables from a structured scientific project planning workflow include a Problem Ideation Document, Risk Assessment Matrix, Impact Assessment, Parameter Strategy, Decision Tree Map, and an Integrated Project Plan with communication materials.

When should I not use a structured problem-selection framework for my research?▼

You should avoid using a structured problem-selection framework when your research requires immediate, ad-hoc execution rather than rigorous, thoughtful starting points. The workflow is designed for comprehensive planning, not rapid, unstructured experimentation.