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The Lab Notebook Manager skill transforms Claude into a research assistant that guides scientists through the entire lifecycle of a bioinformatics experiment. By utilizing interactive dialogue rather than static templates, it helps researchers articulate testable hypotheses, document precise methods, and synthesize complex observations into coherent narrative results and discussions. It supports both Jupyter and Markdown formats, enforces rigorous scientific quality standards, and provides seamless export options to PDF via Typst, making it an essential tool for maintaining professional and reproducible research logs.