Pre-heat oven to 300 degrees and line a baking sheet with oven-safe parchment paper.
In a large bowl, whisk together first 8 ingredients: honey through cayenne.
Toss in all remaining ingredients (oats through flax seed meal) and stir until everything is evenly coated with chocolate mixture.
Spread oat and nut mixture evenly on parchment-lined baking sheet and bake for 30 minutes. Let cool on pan for 30 minutes then break up granola into bite-sized pieces.
Toss together granola with chocolate chips before serving.