Standardizing "Intelligence": The 3-Layer Metadata Philosophy

In our previous posts, we’ve discussed why AI Agents fail when they rely on "vibes" and why they need a "Cognitive Interface." But what does "Intelligence" actually look like at the code level? If you ask ten developers how to describe a tool to an AI, you’ll get ten different answers. Some will focus on technical types, others on flowery descriptions, and some on security. At apcore , we’ve standardized this "Intelligence" into a 3-Layer Metadata Stack . By separating technical syntax from beha