Answers in order: Yes and yes :)
Check if item exists
Is it possible to check if an item with a given item_id exists? Or, if not, is it possible to easily get all item_ids of items of an app?
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A bit more expanded answer. Check for item existing - just try getting it from the API.
And to get all items of an app, filter them but just don't filter them -> you get all.