Extended Ralph loop for autonomous AI-driven plan execution

An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration

Persistent memory for AI coding agents. Local-first, cross-session context, global knowledge, and optional autonomous task execution.