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This skill empowers Claude to automatically detect, analyze, and summarize complex scientific datasets across diverse domains including bioinformatics, chemistry, spectroscopy, and microscopy. By leveraging domain-specific metadata extraction and automated quality assessments, it provides researchers with an immediate understanding of their data structure and integrity. Whether you are dealing with molecular trajectories, genomic sequences, or high-resolution imaging, this skill generates actionable Markdown reports that streamline documentation and guide downstream analysis planning.