Remember, what is the most important to your user: it is to be able to play with your application fast.
It is therefore important that your README is consistent. First and foremost - that your images present the current state of the application and are consistent with the descriptions and instructions.
Remember: to your user, the most joy is being able to play with your app fast. This is how you can win their heart for long.