Agent Self-Evaluation After completing a complex task, the agent pauses to rate its own output against a structured 5-axis rubric. This is NOT a pass/fail gate — it's a deliberate reflection step that catches omissions, flags overconfidence, and surface areas for improvement before the user has to. When to Activate - After writing code that spans 3+ files or 50+ lines - After completing a multi-step workflow (implement → test → review) - After a debugging session that involved 3+ attempts - After producing a design document, architecture decision, or written analysis - When the user asks "how…