Literature Review

This systematically searches academic papers using Semantic Scholar and Google Scholar APIs, triages them for relevance, then produces a thematic literature review organized by research threads rather than individual papers. It walks through multi-query searches with synonyms, citation graph exploration to find seminal work, and deep reading of methods and results sections. The output includes comparative analysis, open questions, and proper BibTeX entries. It's built for actual academic writing, not just collecting abstracts. The approach of organizing by theme instead of chronologically listing papers is the right call, though you'll still need domain knowledge to evaluate what the tools surface.