Meituan's AI team has officially launched its AI Agent skills platform, DeepSkill. This platform already encompasses more than 370,000 Skill tools, each having undergone verification through real-world tasks. In contrast to conventional AI plugin marketplaces, DeepSkill introduces an innovative user data feedback mechanism. This effectively tackles two significant challenges in the industry: the difficulty of selecting appropriate skills and the potential risk of privacy data breaches during AI agent operations. The platform is capable of automatically dissecting user task requirements and accurately identifying suitable skill options. It also performs thorough scans and analyses of skill content, along with data security evaluations, clearly marking pertinent information to minimize the risk of data leakage. The standout feature of DeepSkill is the implementation of an evaluation system akin to Dianping's "Review Officer" feedback mechanism. This creates a closed community loop of "use-review-reference," aiding users in minimizing the costs associated with trial and error.