Autonomous factor research loop. Auto-mine, evaluate, register, monitor, and retire factors. 自动化因子研究闭环。自动挖掘、评估、注册、监控和退役因子。 Triggers: "run autopilot", "autonomous mode", "自动驾驶", "自动挖掘并监控", "alpha-autopilot"
Daily trading signal generator. Compute factor scores on latest data and output target portfolio. 每日交易信号生成器。基于最新数据计算因子得分，输出目标持仓。 Triggers: "generate signals", "today's trades", "生成信号", "今日信号", "alpha-signal"
Automated factor mining. Systematically generate, screen, and evaluate candidate factors. 自动因子挖掘。系统性生成、筛选和评估候选因子。 Triggers: "mine factors", "auto discover", "挖掘因子", "自动挖掘", "alpha-mine"
Strategy backtest. Single/multi-factor portfolio backtesting with gate checks. 策略回测。单/多因子组合回测。 Triggers: "backtest", "run backtest", "回测", "跑个回测"
Factor discovery. Design factors from natural language descriptions. 因子发现。根据自然语言描述设计因子。 Triggers: "design a factor", "find a factor", "帮我找一个因子", "设计因子"
Factor evaluation. Multi-level evaluation pipeline (IC/ICIR/quintile/robustness). 因子评估。多级评估管线（IC/ICIR/分层/多空/鲁棒性）。 Triggers: "evaluate factor", "test factor", "评估因子", "测试因子"
Factor library management. Register, list, search, retire factors. 因子库管理。注册、查看、搜索、退役因子。 Triggers: "show library", "register factor", "查看因子库", "注册因子"
Factor monitoring. Check active factors for IC decay and health issues. 因子监控。检查活跃因子的IC衰减和健康状态。 Triggers: "health check", "monitor", "检查因子健康", "因子状态"