To prepare the sauce: Heat the olive oil in a large (3.5Q) saucepan over medium heat.
Add the diced onions and jalapeño. Stir and cook for 3-5 minutes until they begin to soften.
Pour in the crushed tomatoes, the diced tomatoes, cilantro and stir. Add the whole rehydrated chili pepper, stir, and cover with lid. Lower the heat and simmer for 30 to 40 minutes, stirring occasionally until flavours come together. Remove the Guajillo pepper and discard. Taste the sauce and season with salt and pepper to taste. Keep warm until ready to serve.
Fry the eggs: Just before ready to serve, fry the eggs to your liking. For runny, sunny-side up eggs, heat the oil in the skillet over medium-low heat, when the oil is hot, add the eggs and cook for 3 to 4 minutes covering the skillet with a lid for about 2 minutes to help set the egg whites. If you leave the cover on the entire time, the eggs will cook in a little less than 3 minutes, but the yolks will cloud over and not be bright.
To build the bowls: Place a layer of tortilla chips in the bottom of the bowl. Then add a layer of sauce to lightly cover the chips. Add chips around the edges of the bowl, then place a fried egg in the center. Add a few more teaspoons of sauce, sprinkle on the chorizo, add a few avocado slices, jalapeños, a dollop of crema, crumbled cotija cheese, tomatoes, beans, and finish with a sprinkling of cilantro.