idea-creator

To generate and rank research ideas, provide a broad research direction to trigger systematic literature surveys, LLM-assisted brainstorming, novelty checks, and pilot experiments, yielding 3-5 validated proposals with estimated effort and pitfalls.

Checking research novelty involves performing systematic literature reviews and critical reviews during the ideation phase to ensure generated proposals are impactful and distinct from existing studies. This structured validation prevents duplicative research efforts.

Yes, you can use external LLMs for cross-model collaboration during brainstorming. The Skill supports robust idea validation by integrating multi-phase LLM-assisted brainstorming to generate a diverse set of research ideas.

Yes, the idea generation process includes feasibility checks and pilot experiments. It performs multi-phase validation through landscape surveys, novelty checks, critical reviews, and pilot experiments to ensure concrete research proposals.

From a single ideation session, you can expect a ranked list of 3 to 5 concrete, validated research proposals. Each proposal includes estimated effort requirements and potential pitfalls to guide academic and R&D planning.