Digital skill ecosystems operate similarly to economic systems: participants contribute effort, apply knowledge, and gain returns in the form of rank progression, achievements, or recognition. The ecosystem includes supply elements such as contests, insights, and formats, and demand elements like participant skill, competition levels, and strategi