The WebXSkill framework pairs parameterized action programs with natural language guidance to solve long-horizon browser tasks. It replaces opaque code-based skills with executable programs that agents can actually understand and adapt. This allows for better error recovery during complex workflows. Practitioners gain a more transparent method for grounding agent actions.