This extension is all you need:
It binds Ctrl+Enter keys to execute code and move to the next non-empty line. In addition, it will execute code in a smart way. For example, if you place the cursor to the first line of a for code block, it will execute the whole for loop and then it will move the cursor to the next executable line. It is similar to Rstudio if you are familiar with.