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I'm looking for one as well. Currently using JeFit but they've stated Apple Watch is not a priority as they're presently focused on Android development. So far, the only app I've found for weight training that's Apple Watch compatible is Reps & Sets.

Sam
 
I was considering writing an app for this - using the accelerometer on the watch (when the API is available) would be awesome for tracking reps!
 
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