WebXSkill pairs parameterized action programs with natural language guidance to solve long-horizon browser tasks. This framework fixes the grounding gap where code-based skills remain opaque and textual guides lack executability. ArXiv researchers developed this three-stage extraction process to improve error recovery. Practitioners can now deploy agents that execute complex workflows while maintaining step-level understanding.