kandev-assistant is a private, single-user personal assistant that runs on its owner's own computer. It is not a public service and does not accept sign-ups.
It reads the owner's own Gmail and Google Calendar with read-only access in order to classify messages and events locally and prepare a summary for the owner. Classification runs on a local model on the same computer. Any change to the mailbox or calendar requires the owner's explicit approval.
kandev-assistant 是只供擁有者本人使用的私人助理，在擁有者自己的電腦上執行，不對外提供服務、不開放註冊。它以唯讀權限讀取擁有者本人的 Gmail 與 Google 日曆，在本機分類並產生摘要給擁有者；任何對信箱或日曆的變更都需要擁有者明確核准。