🧠 Metacognitive Protocol Lite v1.0

Not thinking more — thinking deeper. Not following rules — internalizing reasoning.

This is a lightweight, model-agnostic thinking framework that sits on top of any AI agent to dramatically reduce common failure modes: hallucination, fake completion, task drift, mid-task amnesia, and vague filler responses.

Why This Exists

Every AI agent developer has seen these failures: