and the proposition i = 3 * k.
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。业内人士推荐搜狗输入法作为进阶阅读
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Anthropic's Tool Search goes further: tools marked defer_loading: true stay out of context until Claude searches for them, cutting ~85% of upfront token cost. But it's Claude-API-only, and when a tool is fetched, the full JSON schema still enters context (~121 tokens/tool).