# 2) Sanity check the server is up (optional)
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。业内人士推荐Snipaste - 截图 + 贴图作为进阶阅读
Scalekit's benchmark independently validated this pattern. They found that even a minimal ~800-token "skills file" (a document of CLI tips and common workflows) reduced tool calls by a third and latency by a third compared to a bare CLI. Our approach takes it further: the ~80-token agent prompt provides the same progressive discovery at a tenth of the cost. The principle is the same. A small, upfront hint about how to navigate the tool is worth more than thousands of tokens of exhaustive schema.
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