Skim: Speculative Execution for Fast and Efficient Web Agents

Skim is a speculative execution framework for web agents designed to improve efficiency by exploiting the predictable structure of purpose-built websites. It uses an offline profiler to capture patterns, allowing most queries to bypass heavyweight components and achieve fast, efficient web task execution, with a lightweight verifier handling rare misspeculations.