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This is one of the frequently asked question by most of the developers who are new to Windows 10 App development.
Can you run a Windows 10 Universal Apps on Windows 8.1 ?
In simple words , NO.
The other way around i.e building Windows Phone 8.1 and Windows 8.1 Universal App will ensure that your app will run fine on both Windows 8.1 and Windows 10.