novelty-check

What problem does it solve?

This Skill helps researchers and developers determine if their proposed research ideas or methods are novel by systematically checking against existing literature.

Core Features & Use Cases

• Literature Search: Conducts multi-source searches across academic databases and pre-print servers.
• Claim Identification: Breaks down a research idea into core technical claims for targeted verification.
• Cross-Model Review: Utilizes a separate, powerful LLM to critically assess novelty against found literature.
• Use Case: Before investing significant time into a new machine learning algorithm, use this Skill to ensure it hasn't already been published, saving resources and preventing redundant work.

Quick Start

Use the novelty-check skill to verify if the idea of using diffusion models for protein folding prediction is novel.