  Procedural story generation (PCG) tailors a unique narrative experience for a
player and can be accomplished via multiple techniques, from matching storylets
to grammar-based generation. There exists a rich opportunity for evolutionary
algorithms to be applied to this domain for intelligently constructing game
narratives. This paper describes a conceptual procedure for applying genetic
improvement to a grammar-driven procedural narrative within the context of a
browser-based game.
