[{"data":1,"prerenderedAt":250},["ShallowReactive",2],{"page-/post/daily/20-min-rebuild-5000-lines-code":3,"surrounding-page":241},{"id":4,"title":5,"author":6,"body":7,"date":230,"description":231,"extension":232,"group":6,"lastmod":233,"meta":234,"navigation":235,"path":236,"rawbody":237,"seo":238,"showTitle":6,"stem":239,"tags":6,"versions":6,"__hash__":240},"content/post/daily/20-min-rebuild-5000-lines-code.md","20分钟重构5000行代码：AI让编程成本趋近于零",null,{"type":8,"value":9,"toc":226},"minimark",[10,19,27,30,33,39,50,55,70,80,83,86,92,99,106,113,137,144,159,166,169,174,179,190,195,206,211,214,217,220,223],[11,12,13,14,18],"p",{},"最近几天感受到SKILL带来的便利之后，发现其核心能力除了本身渐进式披露的特性之外，",[15,16,17],"code",{},"scripts ","  部分可以大大拓展其能力边界，使其产出稳定可靠的产物。",[11,20,21,22,26],{},"虽然很多大佬提供了很多优秀的 SKILL 可以直接用，但是他们的 SKILL 也是AI构建的，",[23,24,25],"strong",{},"公布的成品仅仅是AI对他们脑子里想法的实现","，一旦他们的工作流发生变化，SKILL也会跟着发生变化。",[11,28,29],{},"所以你要么和别人步伐完全一致，要么就要自建自己的SKILL、脚本。",[11,31,32],{},"而且不要觉得重建自己的工具是多么麻烦的一件事，不管是谁，都是用AI编写的。不会编程的，用自然语言也能写好SKILL。会编程的，用AI写出的脚本会更贴合自己的需求，并且可以随着自己工作流的进化而逐渐丰富。",[34,35,36],"blockquote",{},[11,37,38],{},"做什么东西都考虑成本的思维在这个时代真的需要转换一下，写工具已经近乎没有成本了。现在是需要把自己脑子里的东西倾泻，然后落地。",[11,40,41,42,45,46,49],{},"以我重构",[15,43,44],{},"@zzclub/z-cli","项目为例，分享一下最近使用",[15,47,48],{},"opencode","时的一些感受。",[11,51,52],{},[23,53,54],{},"永远先Plan再Build",[11,56,57,58,61,62,65,66,69],{},"在使用",[15,59,60],{},"vscode","里的",[15,63,64],{},"Github Copilot","时，它已经有了",[15,67,68],{},"Plan","模式，但它明显不是一个真实的Plan模式，仅仅是把Agent的编辑能力给禁用了，Agent在得到指令后会马上想去执行，而不是真的给我做计划，然后发现自己不能编辑，再回头把自己要写的东西先输出给我。多少有点鸡肋。",[11,71,72,73,76,77],{},"如果直接",[15,74,75],{},"Build","，经常会出现它做了你意料之外的工作，然后你不得不再补充一句：",[23,78,79],{},"我不是让你xxx，你怎么xxx，给我xxx",[11,81,82],{},"所以只有先让Agent输出它的Plan，你才能提前发现它的错误，从而避免一轮又一轮的纠错。",[11,84,85],{},"但这就对非开发者有点影响，因为Plan通常比较详细，如果你看不懂代码，仅靠文字描述，很有可能没能发现AI已经“走错了路”",[11,87,88,89,91],{},"所以，作为全栈开发者，又能非常清晰的输出自己的架构，在",[15,90,68],{},"阶段就可以纠正绝大部分错误。",[11,93,94],{},[95,96],"img",{"alt":97,"src":98},"1.00","data:image/png;base64,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",[11,100,101,102,105],{},"另外，",[23,103,104],{},"架构并不是指细节到代码里的每个类负责什么都告诉AI","，AI本身的编码能力就强于高级开发，只需要从更高的维度用自然语言表述自己的意图即可。",[11,107,108,109,112],{},"只要不是简单的一句我想要什么什么，而是",[23,110,111],{},"把自己的产品/脚本语言、背景、用途、使用场景交待清楚","，相信顶级的大模型都能输出一个优秀的技术架构。",[11,114,115,116,119,120,123,124,123,127,123,130,123,133,136],{},"我的老项目基于",[15,117,118],{},"JavaScript","，包含 ",[15,121,122],{},"chalk","、",[15,125,126],{},"commander",[15,128,129],{},"inquirer",[15,131,132],{},"ora",[15,134,135],{},"shelljs","这些依赖包。是一个之前服务于公司内部项目的一些小工具，功能包括：i18n、翻译api、图片压缩等。",[11,138,139,140,143],{},"首先我让AI",[23,141,142],{},"分析项目","，输出包含全部功能的文档到docs目录下，方便后续它根据此文档来重构。",[11,145,146,147,150,151,154,155,158],{},"然后",[23,148,149],{},"明确要求","AI使用 ",[23,152,153],{},"Bun+TypeScript"," 重构，核心依赖包改为 ",[15,156,157],{},"consola","，并附上GitHub地址让AI去读文档。",[11,160,161,162,165],{},"再结合新技术栈和功能文档，以及此项目要达成的什么效果，比如兼容目前的什么主流应用、自己的独立应用，支持用户使用npx直接调用等等，输出一份",[23,163,164],{},"重构文档","。",[11,167,168],{},"重构文档包含了所有它完整的架构方案、目录结构以及一些代码实例，**此时就可以仔细审查，然后指出它的错误，直到整个文档都没问题。**这一步你指不出错误，就不要怪后面它再出错了。",[11,170,171],{},[23,172,173],{},"确认无误后切换到Build模式，开始工作",[11,175,176],{},[95,177],{"alt":97,"src":178},"data:image/png;base64,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",[11,180,181,182,185,186,189],{},"这次长任务一共修改了",[23,183,184],{},"45","个文件，近",[23,187,188],{},"5000","行代码，中间经过了它自己的自动测试和纠错。在完成后，我没有发现任何错误。",[11,191,192],{},[23,193,194],{},"从Plan到Build，用时不到20分钟。",[11,196,197,198,201,202,205],{},"完成后我可以生成一个 ",[15,199,200],{},"compress-image"," SKILL，里面明确指定调用  ",[15,203,204],{}," z tiny -f {目标文件或目录} -r --output {输出目录} ","  来完成图片压缩任务。",[34,207,208],{},[11,209,210],{},"z 是此 cli 的别名",[11,212,213],{},"这个CLI工具既可以单独使用，也可以让SKILL明确调用，并且它一定完全适合自己。如果有其他应用想调用，自己也可以很方便的对接。",[11,215,216],{},"用别人用AI写的SKILL就会陷入：AI读AI写的，AI再自己对接上个AI写的，中间只有你啥都不知道。",[11,218,219],{},"别人可能是用各种方式（各种脚本语言）实现的SKILL，并不一定适合你，并且一旦改动，也不可能要求作者单独再教你。",[11,221,222],{},"所以还是尽早学着创建自己的SKILL吧。",[224,225],"br",{},{"title":227,"searchDepth":228,"depth":228,"links":229},"",2,[],"2026-01-20T00:18:44.000Z","最近几天感受到SKILL带来的便利之后，发现其核心能力除了本身渐进式披露的特性之外，scripts   部分可以大大拓展其能力边界，使其产出稳定可靠的产物。","md","2026-01-20T11:17:32.139Z",{},true,"/post/daily/20-min-rebuild-5000-lines-code","---\ntitle: 20分钟重构5000行代码：AI让编程成本趋近于零\ndate: \"2026-01-20T00:18:44.000Z\"\nlastmod: \"2026-01-20T11:17:32.139Z\"\n---\n\n最近几天感受到SKILL带来的便利之后，发现其核心能力除了本身渐进式披露的特性之外，`scripts `  部分可以大大拓展其能力边界，使其产出稳定可靠的产物。\n\n虽然很多大佬提供了很多优秀的 SKILL 可以直接用，但是他们的 SKILL 也是AI构建的，**公布的成品仅仅是AI对他们脑子里想法的实现**，一旦他们的工作流发生变化，SKILL也会跟着发生变化。\n\n所以你要么和别人步伐完全一致，要么就要自建自己的SKILL、脚本。\n\n而且不要觉得重建自己的工具是多么麻烦的一件事，不管是谁，都是用AI编写的。不会编程的，用自然语言也能写好SKILL。会编程的，用AI写出的脚本会更贴合自己的需求，并且可以随着自己工作流的进化而逐渐丰富。\n\n> 做什么东西都考虑成本的思维在这个时代真的需要转换一下，写工具已经近乎没有成本了。现在是需要把自己脑子里的东西倾泻，然后落地。\n\n以我重构`@zzclub/z-cli`项目为例，分享一下最近使用`opencode`时的一些感受。\n\n**永远先Plan再Build**\n\n在使用`vscode`里的`Github Copilot`时，它已经有了`Plan`模式，但它明显不是一个真实的Plan模式，仅仅是把Agent的编辑能力给禁用了，Agent在得到指令后会马上想去执行，而不是真的给我做计划，然后发现自己不能编辑，再回头把自己要写的东西先输出给我。多少有点鸡肋。\n\n如果直接`Build`，经常会出现它做了你意料之外的工作，然后你不得不再补充一句：**我不是让你xxx，你怎么xxx，给我xxx**\n\n所以只有先让Agent输出它的Plan，你才能提前发现它的错误，从而避免一轮又一轮的纠错。\n\n但这就对非开发者有点影响，因为Plan通常比较详细，如果你看不懂代码，仅靠文字描述，很有可能没能发现AI已经“走错了路”\n\n所以，作为全栈开发者，又能非常清晰的输出自己的架构，在`Plan`阶段就可以纠正绝大部分错误。\n\n![1.00](data:image/png;base64,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)\n\n另外，**架构并不是指细节到代码里的每个类负责什么都告诉AI**，AI本身的编码能力就强于高级开发，只需要从更高的维度用自然语言表述自己的意图即可。\n\n只要不是简单的一句我想要什么什么，而是**把自己的产品/脚本语言、背景、用途、使用场景交待清楚**，相信顶级的大模型都能输出一个优秀的技术架构。\n\n我的老项目基于`JavaScript`，包含 `chalk`、`commander`、`inquirer`、`ora`、`shelljs`这些依赖包。是一个之前服务于公司内部项目的一些小工具，功能包括：i18n、翻译api、图片压缩等。\n\n首先我让AI**分析项目**，输出包含全部功能的文档到docs目录下，方便后续它根据此文档来重构。\n\n然后**明确要求**AI使用 **Bun+TypeScript** 重构，核心依赖包改为 `consola`，并附上GitHub地址让AI去读文档。\n\n再结合新技术栈和功能文档，以及此项目要达成的什么效果，比如兼容目前的什么主流应用、自己的独立应用，支持用户使用npx直接调用等等，输出一份**重构文档**。\n\n重构文档包含了所有它完整的架构方案、目录结构以及一些代码实例，\\*\\*此时就可以仔细审查，然后指出它的错误，直到整个文档都没问题。\\*\\*这一步你指不出错误，就不要怪后面它再出错了。\n\n**确认无误后切换到Build模式，开始工作**\n\n![1.00](data:image/png;base64,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)\n\n这次长任务一共修改了**45**个文件，近**5000**行代码，中间经过了它自己的自动测试和纠错。在完成后，我没有发现任何错误。\n\n**从Plan到Build，用时不到20分钟。**\n\n完成后我可以生成一个 `compress-image` SKILL，里面明确指定调用  `  z tiny -f {目标文件或目录} -r --output {输出目录}  `  来完成图片压缩任务。\n\n> z 是此 cli 的别名\n\n这个CLI工具既可以单独使用，也可以让SKILL明确调用，并且它一定完全适合自己。如果有其他应用想调用，自己也可以很方便的对接。\n\n用别人用AI写的SKILL就会陷入：AI读AI写的，AI再自己对接上个AI写的，中间只有你啥都不知道。\n\n别人可能是用各种方式（各种脚本语言）实现的SKILL，并不一定适合你，并且一旦改动，也不可能要求作者单独再教你。\n\n所以还是尽早学着创建自己的SKILL吧。\n\n\u003Cbr />\n\n",{"title":5,"description":231},"post/daily/20-min-rebuild-5000-lines-code","797IlWo8Zd8A2NOVeLsOAVplx6YpDBLspdLXP3xuo1U",[242,246],{"title":243,"path":244,"stem":245},"OpenClaw 安装入门（Windows）","/post/zzao/openclaw/openclaw-install-windows","post/zzao/openclaw/openclaw-install-windows",{"title":247,"path":248,"stem":249},"假设你是AI，你的Skill应该是什么样的","/post/zzao/ai-skill-structure","post/zzao/ai-skill-structure",1779005085218]