One thing about MCP that some people forget is that the models are post trained on MCP-based rollouts. I think people imagine that MCP was something people discovered about models but it’s deeper than that — models are explicitly trained to be able to interpret various and unseen kinds of MCP system prompts.
The exact same is true of these Claude Skills. Technically this is “just a system prompt and some tools”, but it’s actually about LLM labs intentionally encoding specific frameworks of action into the models.
The exact same is true of these Claude Skills. Technically this is “just a system prompt and some tools”, but it’s actually about LLM labs intentionally encoding specific frameworks of action into the models.