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- Introduced a comprehensive specification for a dataset catalog focused on single dataset research. - Defined user stories, implementation decisions, and testing strategies to enhance the research workflow. - Established clear constraints and visual components to align with Lark design principles. - Outlined synchronization and persistence strategies for dataset and field management.