The WebXSkill framework pairs parameterized action programs with step-level natural language guidance. This hybrid approach solves the grounding gap where code is executable but opaque, and text is clear but non-executable. It allows agents to execute complex browser workflows while maintaining the ability to recover from errors. Practitioners gain a more adaptable tool for long-horizon web tasks.