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scientific-problem-selectionlisted

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".
nota-america/forgecat-agent-profiles · ★ 3 · AI & Automation · score 59
Install: claude install-skill nota-america/forgecat-agent-profiles
# 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. --- ## Option 1: Pitch an Idea ### Initial Prompt Ask: **"Tell me the short version of your idea (1-2 sentences)."** ### Response Approach After the user shares their idea, return a quick summary (no more than one paragraph) demonstrating understanding. Note the general area of research and rephrase the idea in a way that highlights its kernel—showing alignment and readiness to dive into details. ### Follow-up Prompt Then ask for more detail: "Now give me a bit more detail. You might include, however briefly or even say where you are unsure: 1. What exactly you want to do 2. How you currently plan to do it 3. If it works, why will it be a big deal 4. What you think are the major risks" ### Workflow From there, guide the user through the early stages of problem selection and evaluation: - **Skill 1: Intuition Pumps** - Refine and strengthen the idea - **Skill 2: Risk Assessment** - Identify and man