The WebXSkill framework pairs parameterized action programs with step-level natural language guidance to solve long-horizon browser tasks. This hybrid approach eliminates the gap between executable code and human-readable instructions. It allows agents to execute complex workflows while maintaining the ability to recover from errors. Practitioners gain a more adaptable architecture for autonomous web navigation.