So, the battery of the controller almost depleted (red led flashing). As soon as it is completely dead (no led at all), I am planning to:
- Charge the controller
- Check if it boots (flashing led, etc)
- If yes in the previous step, proceed to check if it can bind to Anafi and connect to phone.
Will post results here 
S