Sift baking soda, salt, and flour together in a medium bowl.
In an electric mixer, beat room temperature butter, granulated sugar, and brown sugar until smooth.
Beat in the egg and the vanilla and almond extract.
Turn the electric mixer to low and slowly add in the flour mixture.
Beat on low to medium, scraping down the sides and bottom of the bowl.
Add in the chocolate chips, oats, and chopped walnuts and mix on low until all ingredients are incorporated.
Using a cookie scooper, scoop a ball of cookie dough.
Place 9 cookies on a prepared baking sheet.
In a preheated 350-degree oven, bake the chocolate cherry chunk cookies for 10-11 minutes.
Let the cookies sit for 5 minutes, then move them to a cooling rack.
Notes
Use room-temperature ingredients, especially butter. This ensures that it emulsifies and prevents spreading while baking when it mixes with the sugar.
Use a cookie scooper for even cookies.
Cream the butter and sugars until light and fluffy.
When adding the chocolate chips and walnuts, fold them into the batter with a spatula. This will prevent chocolate chips and walnuts from sticking to the mixer paddle.
Bake time always varies depending on the actual oven temperature and locations, so check the cookies after 10 minutes.
Let the chocolate chip walnut cookies cool on the baking sheet before transferring them to a wire rack. This will help them stay together without breaking.