Expired50% confidenceFactExact time
相比MCP，Skills模式的Token消耗减少近一半，因为采用按需加载策略
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
Claude Code与Codex双AI协作的7种实战配法
bilibili土木ai提效大古6/19/2026
Related Claims
UnverifiedCodeGraph基准测试显示开启MCP后Token消耗减少约5%70% similarUnverified装了常用MCP之后，70%的上下文在开始干活之前就已经被消耗掉了68% similarUnverifiedCodeGraph基准测试显示开启MCP后工具调用次数减少约70%67% similarUnverified通过精简上下文、优化System Prompt设计、采用少样本示例等Prompt工程技巧，可将相同质量输出的Token消耗降低30%-60%66% similarUnverifiedtoken 效率提升 54% 意味着完成同样一个编程任务所消耗的 token 数量减少近一半66% similar
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