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2 changes: 1 addition & 1 deletion docs/chapter9/第九章 上下文工程.md
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Expand Up @@ -62,7 +62,7 @@ pip install "hello-agents[all]==0.2.8"
- <strong>系统提示（System Prompt）</strong>：语言清晰、直白，信息层级把握在“刚刚好”的高度。常见两极误区：
- 过度硬编码：在提示中写入复杂、脆弱的 if-else 逻辑，长期维护成本高、易碎。
- 过于空泛：只给出宏观目标与泛化指引，缺少对期望输出的<strong>具体信号</strong>或假定了错误的“共享上下文”。
建议将提示分区组织（如 <background_information>、<instructions>、工具指引、输出描述等），用 XML/Markdown 分隔。无论格式如何，追求的是<strong>能完整勾勒期望行为的“最小必要信息集”</strong>（“最小”并不等于“最短”）。先用最好的模型在最小提示上试跑，再依据失败模式增补清晰的指令与示例。
建议将提示分区组织（如 \<background_information\>、\<instructions\>、工具指引、输出描述等），用 XML/Markdown 分隔。无论格式如何，追求的是<strong>能完整勾勒期望行为的“最小必要信息集”</strong>（“最小”并不等于“最短”）。先用最好的模型在最小提示上试跑，再依据失败模式增补清晰的指令与示例。

- <strong>工具（Tools）</strong>：工具定义了智能体与信息/行动空间的契约，必须促进效率：既要返回<strong>token 友好</strong>的信息，又要鼓励高效的智能体行为。工具应当：
- 职责单一、相互低重叠，接口语义清晰；
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