What building Shippy taught us about building agents

Ai2's Skylight team developed Shippy, an AI agent for maritime domain awareness, focusing on reliability and real-time data integration to support high-stakes decisions. Shippy's architecture includes a 'soul' system prompt, skills for specific tasks, and configurable runtime settings, using Claude Opus 4.6 and OpenClaw framework.