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Denario is a multiagent AI orchestration skill designed to streamline complex scientific workflows using frameworks like AG2 and LangGraph. It guides users through a structured pipeline—encompassing data description, hypothesis generation, methodology development, and result analysis—culminating in the generation of professionally formatted LaTeX papers for journals like APS. Whether starting with raw datasets or a specific research question, Denario provides specialized agents to handle computational experiments, literature context, and visualization, making it an essential tool for researchers seeking to accelerate their publication cycle within the Claude Code environment.