发现和使用优秀的技能扩展
面向加密货币市场的生产级AI交易代理,具备先进的数学建模、多层验证、概率分析和零幻觉容忍能力。实现了贝叶斯推断、蒙特卡洛模拟、高级风险指标(风险价值、条件风险价值、夏普比率)、图表模式识别以及全面的交叉验证,适用于实际交易应用。
Production-grade AI trading agent for cryptocurrency markets with advanced mathematical modeling, multi-layer validation, probabilistic analysis, and zero-hallucination tolerance. Implements Bayesian inference, Monte Carlo simulations, advanced risk metrics (VaR, CVaR, Sharpe), chart pattern recognition, and comprehensive cross-verification for real-world trading application.