Generally when there is an issue with stroke detection, the source of the issue is your watch orientation being set incorrectly.
Follow these steps to check your settings:
1) Open the Apple Watch app on your phone
2) Tap General > Watch Orientation
3) Check to make sure these settings match the hand you wear your watch on.
Once set correctly, the stroke detection should drastically improve.
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