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: Layer What It Does Think of It As Ollama Runs the LLM on your hardware The brain OpenClaw Agent framework — tools, memory, actions The body Soul Spec Persona definition (SOUL.md) The personality Without Soul Spec, your AI is a generic assistant. With it, your AI becomes someone — a sarcastic code reviewer, a patient teacher, a no-nonsense DevOps engineer. ...