Press enter or click to view image in full size Your AI isn’t inconsistent because it’s weak. It’s inconsistent because you never defined how it should behave. Learn how adding a Skill layer transforms AI systems from random to reliable. Your AI is not inconsistent because it’s weak. It’s inconsistent because you’ve built it like a tool and expected it to behave like a system. That’s the uncomfortable truth most builders avoid, because it shifts the blame from the model to the design itself. I learned this the hard way while building a second-brain system powered by MCP. Everything looked perfect on paper. Clean APIs, structured endpoints, full CRUD access, proper authentication. From a technical standpoint, nothing was wrong. But the actual experience told a different story. Sometimes the system worked flawlessly, and sometimes it behaved like it had no idea what it was doing, completely ignoring my setup and choosing unrelated tools like a calendar or task manager. Same input, different output.…