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I suggest to create simple plasmoid, which listen about current Activity change and show notes related to them.

User may create notes on any Activity and selects related Activities, so once change to related activity, message is displayed with typed notes. On messages window user could dismiss entire set of notes for current activity, dismiss selected only or store each for later.