watericetangcw/academic-research-graph

README excerpt

Academic Research Graph Skill 简体中文 Turn one paper into a living research map. Trace where an idea came from, how it evolved, who challenged it, and what the code actually does. Example instruction: "Research the concept Transformer and paper Attention Is All You Need with @academic-research-graph." Give the Skill a paper , academic concept , benchmark , claim , or paper-associated GitHub repository . It researches the surrounding literature and returns an interactive graph you can actually explore—not just a long list of citations. See the field, not just the bibliography Follow the main intellectual lineage See which earlier work supplied the key idea, which papers genuinely extended it, and which branches became important later. Understand papers you have never read Each important node explains the paper for someone who knows the field but has not opened the PDF: background, problem, method, evidence, significance, and limitations. Find real disagreements Conflict edges highlight criticism, contradictory findings, failed reproductions, incompatible assumptions, and cases where two papers only appear to disagree because they use different data or evaluation protocols. Verify bench…

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