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So many upvotes without a comment :/ Sadly I don't have much useful info to add either, I'm looking forward to how others do it as well, since I recently noticed this panel in Beszel too.
Honestly, I use the status icons in Homepage dashboard as a health check, since I always use my dashboard to navigate to apps. Red status indicator -> I have to go fix it. Nothing more severe.
But for point 3 I do have a strong hunch that it depends on the container image creator - a health check is usually just a command that either succeeds or not (or a http response that gets a 200 or not), so it can be as simple as pointing a request to the root url of the app. Of course, this is not the most performant way to check this, which is why app makers may also put in explicit liveness/readiness or similar endpoints that return a really short json to indicate their status. But for the containers that have a healthcheck, they must be implemented in the image (too) I think