Asynchronous reflection and memory integration for genuine AI development. Use on heartbeat to reflect on recent sessions, extract structured memories with confidence scores, generate follow-up questions, and surface those questions when the user returns. Transforms passive logging into active development.

异步反射与内存集成，助力真实人工智能开发。在心跳机制中回顾最近会话，提取带置信度得分的结构化记忆，生成后续问题，并在用户返回时展示这些问题，将被动日志记录转化为主动开发。