scientific-problem-selection

Guide researchers through structured scientific problem selection workflows.

1|Updated Feb 25, 2026
One-click install
npx skills add https://github.com/mattmacleod16-svg/freedomforge-max --skill scientific-problem-selection-mattmacleod16-svg
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scientific-problem-selection
Source: https://github.com/mattmacleod16-svg/freedomforge-max/tree/main/.agents/skills/scientific-problem-selection
Command: npx skills add https://github.com/mattmacleod16-svg/freedomforge-max --skill scientific-problem-selection-mattmacleod16-svg

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill provides a structured framework for scientists to select research problems, ideate projects, troubleshoot ongoing work, and make strategic decisions, enabling clearer direction and faster progress. It supports three entry points: pitch an idea, troubleshoot a problem, or ask a strategic question.

Core Features & Use Cases

  • Conversational, three-entry-point workflow (Pitch an idea, Troubleshoot a problem, Ask a strategic question) to fit researchers' needs.
  • Guided modules corresponding to the nine skills (Intuition Pumps, Risk Assessment, Optimization Function, Parameter Strategy, Decision Tree Navigation, Adversity Response, Problem Inversion, Integration & Synthesis, Meta-Framework).
  • Access to a set of references (references/ folder) for evidence-based validation and best practices.

Quick Start

Tell me your research idea or problem, and I will guide you through a structured problem-selection 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 select a research problem using a structured framework?

To select a research problem using a structured framework, you enter your idea or issue, and the tool guides you through ideation, risk assessment, and decision-tree navigation to ensure rigorous, evidence-based choices.

What is the best way to troubleshoot an ongoing research project?

The best way to troubleshoot an ongoing research project is to use a structured problem-selection workflow that applies problem inversion and adversity response modules to evaluate and redirect your current strategic trajectory.

Can I use this framework to pitch a new scientific idea?

Yes, you can use this framework to pitch a new scientific idea by entering it into the conversational workflow, which evaluates the idea using optimization functions and parameter strategy to validate its viability.

Does this problem-selection framework work for strategic research planning across disciplines?

Yes, this problem-selection framework works for strategic research planning across disciplines by applying a repeatable nine-module structure to evaluate strategic questions and guide evidence-based research trajectories.

How does the decision-tree navigation process work for evaluating scientific ideas?

The decision-tree navigation process works by mapping scientific ideas against modular skills like intuition pumps and risk assessment, allowing researchers to systematically evaluate and synthesize evidence before committing to a problem.