Metacognitive Self-Modification Analyze the effectiveness of past skill improvements and refine the improvement process itself. This is the core innovation from the Hyperagents paper: not just improving skills, but improving HOW skills are improved. Context Triggers (auto-invocation) This skill should be invoked automatically when: 1. Regression detected : The homeostatic monitor finds a skill's evaluation window ended in status. The improvement made things worse — we need to understand why. 2. Low effectiveness rate : When vs shows effectiveness below 50%, the improvement process itself need…