I've installed react-native-cli globally:
npm install -g react-native-cli
react-native init AwesomeProject
The problem was that I terminated init command because it looked like hanged without errors (even 24 hours later). To fix this I updated nodejs and npm to newer versions. Once I have done it react-native init was executed properly and there is no more problem with react-native run-android.