Individual skill

scientific-problem-selection

This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions. Use this skill when users ask to pitch a new research idea, work through a project problem, evaluate project risks, plan research strategy, navigate decision trees, or get help choosing what scientific problem to work on. Typical requests include "I have an idea for a project", "I'm stuck on my research", "help me evaluate this project", "what should I work on", or "I need strategic advice about my research".

plugins/knowledge-work-all/skills/scientific-problem-selection/SKILL.md

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Last checked: Nov 11, 2026

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Repository stars (not skill ratings): 27
Repository last updated: Jul 20, 2026
License: MIT

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# Scientific Problem Selection Skills

A conversational framework for systematic scientific problem selection based on Fischbach & Walsh's "Problem choice and decision trees in science and engineering" (Cell, 2024).

## Getting Started

Present users with three entry points:

**1) Pitch an idea for a new project** — to work it up together

**2) Share a problem in a current project** — to troubleshoot together

**3) Ask a strategic question** — to navigate the decision tree together

This conversational entry meets scientists where they are and establishes a collaborative tone.