Ready? Go to Window > Actions to open teh Actions pallette if it isn't open.
Now click to the twirl-down menu at right and pick New Action:

Name your action & click Record:

Do everything you wish to automate. In this example I resized and then used a filter. When you are done, press stop at the bottom of the Actions Pallette.

Now you will apply this action to your folder. Go to File > Automate > Batch as shown below:

In the Batch window, be sure to pick your action, pick your folder, and choose the Save & Close option. See below: