proactive-agent

Most agents just wait. This one anticipates your needs — and gets better at it over time.

✅ Anticipates your needs — Asks "what would help my human?" instead of waiting to be told

✅ Reverse prompting — Surfaces ideas you didn't know to ask for, and waits for your approval

将人工智能代理从任务追随者转变为能够预测需求并持续改进的主动合作伙伴。包括具有预压缩刷新功能的内存架构（因此当窗口填满时上下文仍然存在）、反向提示（显示您不知道要询问的想法）、安全强化、自我修复模式（诊断并修复其自身的问题）和对齐系统（保持任务状态，记住它服务的对象）。经过实战检验的代理模式，可以从每次交互中学习并在无需询问的情况下创造价值。 来源：sundial-org/awesome-openclaw-skills。