Various social sciences have contributed to understanding how humans make decisions in a given rule set of experimental games, such as social dilemmas, coordination, and bargaining. However, the rules of the games are not fixed in real-life settings. No systematic studies have been performed on the question of how humans are able to change the rules in commons dilemmas. From field studies it is well known that people invest significant effort in crafting new rules.