Global Skill Evolution

Improve the skill system only when evidence shows a real workflow gain. Do not equate evolution with more files, longer instructions, or constant modification.

Governing Objective

Optimize for:

• fewer repeated user corrections;
• clearer triggers and routing;
• more executable workflows;
• stronger validation and regression control;
• better cross-task reuse;
• lower maintenance cost without sacrificing capability.

Anti-bloat is a tool, not the mission.

Core Loop