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。
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For 4 points, that is (1/2)3=1/8(1/2)^3 = 1/8(1/2)3=1/8, the same 12.5% we measured earlier. There is one such event for each of the NNN points, so we have NNN events each with probability 1/2N−11/2^{N-1}1/2N−1.。同城约会对此有专业解读