insightos-community/Semantic-Framework ? reverse-engineered prompt

Build me an open framework for embodied AI robot applications in Go, based on the idea of a semantic agent system that turns a person’s natural language goal into robot actions.

I want it to include a central server that manages projects, tasks, robot skills, and runtime coordination, plus a pilot component that connects to robot execution environments, and a simple CLI for setup and service management. It should support a web based studio where I can create a project, configure a model, start a scene, and watch task progress and results.

The system should handle the full flow from understanding a request, planning the work, executing it, and learning from what happened. Make it fit common robot use cases like picking, delivery, palletizing, inspection, and multi robot work, and make it easy to connect simulation and real robots later. If you need to look up current docs or best practices online, go ahead.