According to God of Prompt on X, Zhejiang University, Alibaba, Tencent, and 15 partner institutions introduced SkillNet, a shared library of 200,000+ reusable skills that any AI agent can call to avoid relearning each session. As reported by the X post, tests on DeepSeek V3, Gemini 2.5 Pro, and o4 mini across three environments showed an average 40% reward improvement and 30% fewer execution steps versus baselines, with immediate skill transfer requiring no retraining or parameter updates. According to the post, the repository includes 150,000+ curated skills evaluated on safety, completeness, executability, maintainability, and cost. If verified in broader benchmarks, this infrastructure could cut agent operating costs, shorten development cycles for autonomous workflows, and enable cross-model capability sharing for enterprise automation.