The new-generation cognitive decision-making agent platform for the mining industry based on the TaiyangshiKuangshan Large Model(Solstone) targets various types of production safety-related data (including data from sensing, safety supervision, and hazard management). It provides three core capabilities: 1.Operation base capabilities covering the entire process from data access to model release; 2.Agile interaction capabilities tailored to user needs; 3.Function guidance capabilities focused on value creation. Equipped with built-in intelligence, the platform can accurately identify user intentions and flexibly invoke cognitive algorithms of both large and small models. It delivers accurate and high-value application functions through a humanized human-computer interaction mode, providing robust support for software platforms in the coal industry.