junshi-research

It enables the systematic ranking of research directions by cross-referencing user-provided papers with daily arXiv scans. This allows researchers to identify high-potential study areas, track emerging trends in specific fields, and validate the novelty of their current work against the latest published literature.

The target persona includes academic researchers, doctoral candidates, and R&D scientists who need to stay current with high-volume publication streams. It is designed for individuals managing literature reviews or those seeking to identify unexplored research niches within rapidly evolving scientific domains.

Users must provide specific research papers or manuscripts to serve as the baseline for comparison. The system requires access to the arXiv repository to perform daily scans and relies on the provided input documents to contextualize and rank the relevance of new research directions.