novelty-check

To verify research idea novelty, the novelty-check Skill compares your proposed method against contemporary literature from arXiv, Google Scholar, and Semantic Scholar. It outputs a structured report identifying the closest prior work and suggests positioning to maximize novelty perception.

Yes, you can use an automated literature survey to prevent duplicate research work by inputting your method description into novelty-check. It searches multiple databases for core claims, retrieves abstracts to assess overlap, and outputs a delta description.

Yes, novelty-check supports arXiv and Google Scholar for literature reviews, alongside WebSearch and Semantic Scholar. It conducts multi-source literature searches for each core claim to retrieve abstracts and assess overlap for comprehensive novelty validation.

The best way to check if a research method has already been published is running novelty-check, which performs phase-by-phase novelty assessment against recent literature. It identifies whether your proposed idea has appeared and suggests positioning to maximize novelty perception.

You should run a novelty check for a grant submission or thesis proposal during early-stage research planning. Novelty validation is essential in these contexts to determine novelty status, prevent duplicate work, and guide your research positioning.