# 第十二章 自动化提示词工程

随着 AI 应用规模的扩大，手动设计和优化提示词变得越来越难以维持。本章将介绍自动化提示词生成、优化工具和运维实践，帮助读者构建可扩展的提示词管理体系。

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## 本章目标

* 理解本章核心概念与适用场景
* 掌握可复用的提示词/工作流模式
* 能将方法迁移到自己的任务中

## 先修知识

* 建议先阅读上一章或同等基础内容
* 如涉及代码示例，具备基本编程与 API 调用常识

## 本章内容

* [12.1 自动化提示词生成技术](/prompt_engineering_guide/di-si-bu-fen-jin-jie-yu-zhan-wang/12_automated_pe/12.1_auto_generation.md)
* [12.2 提示词优化与调优工具](/prompt_engineering_guide/di-si-bu-fen-jin-jie-yu-zhan-wang/12_automated_pe/12.2_optimization_tools.md)
* [12.3 评估体系与质量度量](/prompt_engineering_guide/di-si-bu-fen-jin-jie-yu-zhan-wang/12_automated_pe/12.3_evaluation.md)
  * [12.3.1 评估工具与平台详解](/prompt_engineering_guide/di-si-bu-fen-jin-jie-yu-zhan-wang/12_automated_pe/12.3_evaluation/12.3_1_evaluation_tools.md)
* [12.4 PromptOps：提示词运维实践](/prompt_engineering_guide/di-si-bu-fen-jin-jie-yu-zhan-wang/12_automated_pe/12.4_promptops.md)
* [12.5 PromptOps 成本管理框架：从 Token 经济学到企业级优化](/prompt_engineering_guide/di-si-bu-fen-jin-jie-yu-zhan-wang/12_automated_pe/12.5_promptops_cost_management.md)
* [12.6 本章实战练习](/prompt_engineering_guide/di-si-bu-fen-jin-jie-yu-zhan-wang/12_automated_pe/12.6_practice.md)
* [本章小结](/prompt_engineering_guide/di-si-bu-fen-jin-jie-yu-zhan-wang/12_automated_pe/summary.md)


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