Coding Agent 的 Token 消耗和工程项目里 API 的 Token 消耗基本上会有数量级的差异。开发一个新项目或者运行一个复杂的 Skill，Coding Agent 可以轻松花费几千万上亿的 Token，这还是上下文管理做得比较好的情况。所以建议还是把公用的方法抽象成工具 API 调用以降低成本。
The API design is inspired and highly influenced by the venerable getopt
。业内人士推荐谷歌浏览器【最新下载地址】作为进阶阅读
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When we bring all modules together, the overall design will look like in the image below. (Just a reminder: the “dep.” on the diagram means compile-time dependency; it points to a module that exposes a required interface. This interface is implemented by the module from which the dependency originates).