gemini-cli

# Multi-Agent Ralph Loop

> "Me fail English? That's unpossible!" - Ralph Wiggum

**Smart Memory-Driven Orchestration** with parallel memory search, RLM-inspired routing, quality-first validation, **checkpoints**, **agent handoffs**, local observability, autonomous self-improvement, **Dynamic Contexts**, **Eval Harness (EDD)**, **Cross-Platform Hooks**, **Claude Code Task Primitive integration**, **Plan Lifecycle Management**, **adversarial-validated hook system**, **Claude Code Documentation Mirror**, **GLM-4.7 PRIMARY**, **Dual Context Display System**, **full CLI implementation**, **Automatic Learning System**, **Intelligent Command Routing**, **Swarm Mode Integration**, and **Hook System v2.83.1** (100% validated, race-condition-free).