Ollama + OpenClaw + Soul Spec: 3-Minute Local AI Agent Setup

What You'll Build A locally-running AI agent that doesn't just answer questions — it has a personality, opinions, and a consistent voice. No cloud API keys. No subscriptions. Everything runs on your machine. The stack is three layers: LayerWhat I...