SKILLMINE is the largest known empirical dataset of AI Agent Skills, comprising 857,956 valid records collected from five representative Skills marketplaces. This dataset provides a comprehensive foundation for analyzing the current landscape of AI Agent capabilities, ecosystem patterns, and cross-platform skill distribution.