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Observe top-level output_config.effort before the OpenAI encoder rejects Messages payloads. Reuse the protocol parser without inferring an effort from thinking budgets or changing upstream conversion behavior. Cover absent and explicit effort values, native Messages forwarding, and Messages-to-Responses conversion. Document the observation contract. Co-authored-by: Zyy <zyycn@users.noreply.github.com> Co-authored-by: Codex <noreply@openai.com>