How do I configure AWS Aurora to separate write/read operations

I want to migrate my database instance from AWS RDS MySQL to Aurora, but I have a doubt about replication and how Aurora management the write/read operations.

I have my application and I want to separate the write operations from the reads. I want to create a Master instance only for write operations and other instance (Read Replica) only for read operations.

The problem is here, I read on AWS documentation that I need to do this separation on my Application and I think or I hope to find a way to do that and be transparent for my Application. I draw a simple schema do I have to do to get with Aurora (from AWS):

What AWS says do I have to do:

      -----------------
      |  Application  |
      -----------------
       |             |
       | writes      |reads      
       |             |
------------      ------------------
|  Master  |      |  Read Replica  |
------------      ------------------
       ^            ^
       |replication |
       |____________|

What do I need:

I need the Master always keep with the write operations and it redirects the read to the Read Replica instance.

      -----------------
      |  Application  |
      -----------------
       |
       |write/read
       |           
------------   Reads    ------------------
|  Master  | <------->  |  Read Replica  |
------------            ------------------
       ^                     ^
       |      replication    |
       |_____________________|

The replication is always running. But I want to separate the write and read process. So my summary:

The master instance detecte the different between writes/reads operations and all read operation will be manage by Read Replica.