the-thinker0

数学研究操作系统：自动诊断用户意图，路由到思想透镜、激活锚点或设计翻译层。触发于设计/改进模型架构/算子/注意力、分析理论性质、迁移数学结构到 AI 设计。不触发于纯工程任务（debug、重构、调参）。 English: Mathematical research OS — auto-diagnoses user intent, routes to thinking lenses, activation anchors, or design translation layer. Triggers on architecture/operator design, theoretical analysis, math-to-AI transfer. Does NOT trigger for pure engineering tasks.