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For over 5 years, Arthur has been professionally covering video games, writing guides and walkthroughs. His passion for video games began at age 10 in 2010 when he first played Gothic, an immersive ...

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同样用Claude Code，为什么大厂团队效率碾压个人开发者？ 差距从来不在提示词，也不在模型调参。 很多开发者使用Claude Code时，仍然停留在对话式编程阶段：写需求、补上下文、不断修正结果，每个项目都像重新开始。

本文不讲概念堆砌，只带你从零跑通一条完整链路：装包 → 起服务 → 写入对话 → 强制抽取 → 搜回来 → 打开磁盘上的 Markdown 验货。 前言 其实我们日常中经常会遇到的问题是：「Agent 的记忆到底存在哪？换一台电脑、换一个 CLI，之前的上下文就全没了。