Beyond Domains: Reusing Web Skills via Transferable Interaction Patterns

In three linesSkillMigrator is an LLM agent that learns reusable web skills and transfers them across sites by matching layout structure rather than specific element references. Induced skills are stored as transferable interaction patterns (TIPs). On WebArena and Mind2Web, SkillMigrator reduces average LLM-action count by 8-10% at matched success rate.

Summary generated by Claude — human-verified