Heat oil in frying pan; cook chicken in batches, until golden brown all over. Transfer chicken to slow cooker.
In same frying pan, leave 2 tsp cooking oil. Saute garlic and cayenne pepper. Add soy sauce, vinegar, chicken stock, ground black pepper, and bay leaves. Bring to a boil. Simmer for one minute. Transfer sauce mixture to slow cooker.