scientific-brainstorming

Generate novel scientific research ideas through structured phase-based brainstorming.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/gabrielvuksani/wotann --skill scientific-brainstorming-gabrielvuksani
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scientific-brainstorming
Source: https://github.com/gabrielvuksani/wotann/tree/main/skills/scientific/scientific-brainstorming
Command: npx skills add https://github.com/gabrielvuksani/wotann --skill scientific-brainstorming-gabrielvuksani

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It helps researchers overcome the blank-page problem by generating and refining novel scientific ideas, research directions, and potential study designs from early-stage context.

Core Features & Use Cases

  • Divergent research ideation: Produces a wide range of creative directions using cross-domain analogies, assumption reversal, scale shifting, and constraint manipulation.
  • Idea synthesis and connection making: Groups and connects related concepts to reveal themes, unexpected relationships, and coherent research narratives.
  • Constructive critical evaluation: Assesses promising ideas with practical questions about testing, first experiments, required data/tools, stakeholders, and key obstacles.
  • Actionable next steps: Summarizes top directions and converts them into concrete follow-ups such as literature search, pilot experiments, and collaboration targets.

Quick Start

Use scientific-brainstorming to help you generate multiple research directions, connect shared themes, and choose the best next hypothesis to test.

Frequently Asked Questions about scientific-brainstorming

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

FAQPage Schema
How do I generate testable research hypotheses from open-ended prompts?

Research gap analysis identifies unexplored areas by grouping related concepts and revealing unexpected relationships. It synthesizes disparate themes to construct coherent research narratives, highlighting where interdisciplinary connections can resolve existing literature limitations.

What is the best way to design initial experimental directions before having specific observations?

Interdisciplinary connections are formed by applying cross-domain analogies and scale shifting during divergent ideation. This approach manipulates constraints to map themes from disparate fields, revealing unexpected relationships and coherent research narratives.

Can I use assumption reversal to find research gaps in my literature review?

Assumption reversal helps identify research gaps by systematically inverting baseline constraints and expectations. This reveals unexamined variables and unexpected relationships, producing coherent research narratives that highlight unexplored areas.

What are the limitations of scientific brainstorming for experimental design?

Scientific brainstorming is best suited for early-stage ideation and planning, not for analyzing specific existing observations. It focuses on generating potential study designs and evaluating assumptions before empirical data collection begins.

How do I convert brainstormed research ideas into concrete next steps?

To convert brainstormed research ideas into concrete next steps, you summarize top directions and apply constructive critical evaluation. This outputs actionable follow-ups like targeted literature searches, pilot experiment proposals, and collaboration targets.