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Each remote A2A agent is now exposed to the local LLM as a BaseTool (delegate_to_<card_name>); the local agent's tool-call loop drives multi-turn delegation. The Literal-constrained AgentResponse model and the explicit per-turn re-prompting loop are gone. Closes #3897. The original failure mode — Pydantic literal_error when skill.id != endpoint URL, and Gemini flash-lite hallucinating out-of-enum values — is structurally impossible: provider-side tool-call validation enforces the tool name, and there's no competing identifier.