CRITICAL: Use for makepad-skills self-evolution and contribution. Triggers on: evolve, evolution, contribute, contribution, self-improve, self-improvement, add pattern, new pattern, capture learning, document solution, hooks, hook system, auto-trigger, skill...

重要：仅用于 Makepad 技能的自我演进与贡献。触发条件包括： evolve、evolution、contribute、contribution、self-improve、self-improvement、 add pattern、new pattern、capture learning、document solution、 hooks、hook system、auto-trigger、skill...