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WanLanglin
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creative-thinking-for-research

Apply cognitive-science frameworks to identify novel CS/AI research directions.

Updated Mar 16, 2026
Search Tags:#ideation#creative-thinking#cognitive-science#analogical-reasoning#problem-reformulation#constraint-manipulation
One-click install
npx skills add https://github.com/WanLanglin/spec-driven-vibe-research-skills --skill creative-thinking-for-research-wanlanglin
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: creative-thinking-for-research
Source: https://github.com/WanLanglin/spec-driven-vibe-research-skills/tree/main/skills/ideation/creative-thinking-for-research
Command: npx skills add https://github.com/WanLanglin/spec-driven-vibe-research-skills --skill creative-thinking-for-research-wanlanglin

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Creative thinking in CS and AI research often stalls due to fixation on familiar problem framings, narrow thinking, and difficulty cross-pollinating ideas from other domains. This skill packages eight empirically grounded cognitive frameworks to systematically boost ideation, surface distant connections, and generate actionable research directions.

Core Features & Use Cases

  • Eight cognitive frameworks tailored for CS/AI ideation, including Combinatorial Creativity (bisociation), Problem Reformulation, Analogical Reasoning, Constraint Manipulation, Inversion/Negation, Abstraction and Generalization, Adjacent Possible, and Janusian Dialectics.
  • Structured ideation protocol that guides researchers through mapping constraints, seeking distant analogies, reformulating problems, and synthesizing new perspectives.
  • Use cases include exploring novel research directions, breaking out of local optima in ideation sessions, and drafting overarching ideation strategies for research groups.

Quick Start

Provide domain specifics and pick 2–3 frameworks to begin a guided ideation session.

Frequently Asked Questions about creative-thinking-for-research

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

FAQPage Schema
How do I generate novel CS and AI research directions using cognitive frameworks?▼

Generate novel CS research directions by applying structured cognitive-science frameworks to ideation tasks, coordinating multi-framework exploration to surface distant connections and produce traceable outputs for refinement.

What is the best way to reformulate research problems to break out of ideation local optima?▼

Reformulate research problems to break local optima by mapping constraints, applying inversion or negation, and using Janusian dialectics to systematically shift problem framings and synthesize new perspectives.

How do I use analogical reasoning for cross-disciplinary exploration in AI research?▼

Use analogical reasoning for cross-disciplinary AI exploration by seeking distant domain connections through combinatorial creativity and bisociation, enabling structured cross-pollination of ideas.

Can I apply constraint manipulation to brainstorming sessions for early-stage research?▼

Yes, you can apply constraint manipulation to early-stage research brainstorming by mapping existing limitations and systematically altering them to explore the adjacent possible and uncover actionable research directions.

Does this ideation protocol support abstraction and generalization for drafting research group strategies?▼

Yes, the ideation protocol supports drafting research group strategies by applying abstraction and generalization frameworks to synthesize overarching perspectives and generate traceable outputs for refinement.

When should I avoid using structured cognitive frameworks for research ideation?▼

Avoid using structured cognitive frameworks when your research ideation requires immediate unstructured divergent thinking, as this protocol enforces a guided multi-framework exploration with depth of reasoning.

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