In a food web, a keystone species is one that has a disproportionately large impact on its environment and is crucial for maintaining the structure of the ecosystem. Based on the options provided and the roles of the animals in the food web you described, the most likely keystone species would be the frog.
Frogs, being both predators of first-level consumers (like insects) and prey for second-level consumers (like ringtails or eagles), have an important role in controlling insect populations and serving as a food source for higher trophic levels. This dual role can significantly influence the dynamics of the ecosystem.
Thus, the answer is frog.