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Pass-through no longer drops tools. Codex gpt-5.6+ ships tool definitions inside input.additional_tools; native Responses pass-through forwarded the raw body without hoisting them, so upstreams saw no tools and the model wrote fake tool calls into its answer.
Pass-through records tokens and cost again. Responses-shaped usage (response.usage with input_tokens / output_tokens) is now parsed alongside the Chat Completions shape.
Capability gate before pass-through. When the target model or a requested custom tool is outside what the upstream Responses API accepts, the request falls back to protocol conversion instead of failing upstream.
DeepSeek guidance. The Codex + DeepSeek guides explain, with measured evidence, why AgentGate keeps protocol conversion as the default instead of connecting directly to DeepSeek's Responses API.
本次更新
直通不再丢工具。 Codex gpt-5.6+ 把工具定义放在 input.additional_tools 里,而原生 Responses 直通转发 body 原文时没有做提升,上游收不到任何工具,模型只能在正文里编造工具调用。