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In the context of Acontext, we are trying to explore self-learning algorithms that can truly enhance the success rate of agents and can be used in production environments. In v0.0, we implemented a learning algorithm based on the Notion philosophy, but it is still not perfect. We are developing a more general and filesystem-compatible self-learning algorithm in version v0.1.