{"id":63439,"date":"2026-05-04T13:18:07","date_gmt":"2026-05-04T05:18:07","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=63439"},"modified":"2026-05-04T13:18:07","modified_gmt":"2026-05-04T05:18:07","slug":"andrej-karpathy-skills","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/andrej-karpathy-skills\/","title":{"rendered":"andrej-karpathy-skills\uff1a\u89c4\u8303\u5e76\u4f18\u5316AI\u4ee3\u7801\u751f\u6210\u884c\u4e3a\u7684\u914d\u7f6e\u6587\u4ef6"},"content":{"rendered":"<p><code>forrestchang\/andrej-karpathy-skills<\/code>\u00a0\u662f\u4e00\u4e2a\u5728GitHub\u4e0a\u62e5\u6709\u6781\u9ad8\u4eba\u6c14\u7684\u5f00\u6e90\u5f00\u53d1\u8005\u5de5\u5177\u9879\u76ee\uff0c\u65e8\u5728\u5f7b\u5e95\u89e3\u51b3\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u548cAI\u4ee3\u7801\u667a\u80fd\u4f53\uff08\u5982Claude Code\uff09\u5728\u81ea\u52a8\u751f\u6210\u4ee3\u7801\u65f6\u5e38\u89c1\u7684\u884c\u4e3a\u7f3a\u9677\u3002\u8be5\u9879\u76ee\u7531\u5f00\u53d1\u8005Forrest Chang\u521b\u7acb\uff0c\u5176\u6838\u5fc3\u7075\u611f\u76f4\u63a5\u6765\u6e90\u4e8e\u77e5\u540dAI\u4e13\u5bb6Andrej Karpathy\u5bf9AI\u7f16\u7a0b\u9677\u9631\u7684\u75c5\u6bd2\u5f0f\u89c2\u5bdf\u4e0e\u603b\u7ed3\u3002<\/p>\n<p>\u5728AI\u8f85\u52a9\u7f16\u7a0b\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4ee3\u7801\u667a\u80fd\u4f53\u5e38\u5e38\u8868\u73b0\u5f97\u8fc7\u5ea6\u81ea\u4fe1\uff0c\u4e60\u60ef\u4e8e\u505a\u201c\u9759\u9ed8\u5047\u8bbe\u201d\u3001\u64c5\u81ea\u5f15\u5165\u975e\u5fc5\u8981\u7684\u590d\u6742\u6027\uff08\u8fc7\u5ea6\u5de5\u7a0b\uff09\u3001\u8fdb\u884c\u65e0\u91cd\u70b9\u7684\u683c\u5f0f\u4fee\u6539\uff0c\u4e14\u7f3a\u4e4f\u660e\u786e\u7684\u6210\u529f\u9a8c\u8bc1\u6807\u51c6\u3002\u672c\u9879\u76ee\u5c06\u8fd9\u4e9b\u75db\u70b9\u5bf9\u75c7\u4e0b\u836f\uff0c\u63d0\u70bc\u4e3a\u4e00\u4e2a\u6781\u7b80\u4f46\u63a7\u5236\u529b\u6781\u5f3a\u7684\u00a0<code><a href=\"https:\/\/www.kdjingpai.com\/claudeanquanfubai\/\">CLAUDE<\/a>.md<\/code>\u00a0\u914d\u7f6e\u6587\u4ef6\u3002\u901a\u8fc7\u5f15\u5165\u56db\u4e2a\u6838\u5fc3\u884c\u4e3a\u51c6\u5219\u2014\u2014\u201c\u601d\u8003\u540e\u7f16\u7801\u201d\u3001\u201c\u7b80\u5355\u4f18\u5148\u201d\u3001\u201c\u5916\u79d1\u624b\u672f\u5f0f\u4fee\u6539\u201d\u4ee5\u53ca\u201c\u76ee\u6807\u9a71\u52a8\u6267\u884c\u201d\uff0c\u5b83\u80fd\u77ac\u95f4\u5c06AI\u4ece\u968f\u6027\u7684\u201c\u76f4\u89c9\u578b\u7f16\u7801\u5668\u201d\u8f6c\u5316\u4e3a\u7eaa\u5f8b\u4e25\u660e\u3001\u903b\u8f91\u4e25\u8c28\u7684\u201c\u9ad8\u7ea7\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u201d\u3002\u5f00\u53d1\u8005\u53ea\u9700\u5c06\u6b64\u6587\u4ef6\u5f15\u5165\u4ee3\u7801\u5e93\uff0c\u5373\u53ef\u5927\u5e45\u964d\u4f4eAI\u4ee3\u7801\u5ba1\u67e5\u6210\u672c\uff0c\u6709\u6548\u907f\u514d\u9519\u8bef\u7ea7\u8054\uff0c\u6781\u5927\u63d0\u5347\u9879\u76ee\u6574\u4f53\u7684\u4ee3\u7801\u8d28\u91cf\u4e0e\u5f00\u53d1\u6548\u7387\u3002<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u6d88\u9664\u9759\u9ed8\u5047\u8bbe (Think Before Coding)<\/strong>\uff1a\u5f3a\u5236AI\u667a\u80fd\u4f53\u5728\u7f16\u5199\u4efb\u4f55\u4ee3\u7801\u524d\uff0c\u5fc5\u987b\u663e\u5f0f\u58f0\u660e\u5176\u601d\u8003\u5047\u8bbe\u3002\u5982\u679c\u4e0d\u786e\u5b9a\u6216\u9047\u5230\u591a\u79cd\u5b9e\u73b0\u9014\u5f84\uff0cAI\u5c06\u4e3b\u52a8\u5411\u5f00\u53d1\u8005\u63d0\u51fa\u6743\u8861\u65b9\u6848\u5e76\u8be2\u95ee\uff0c\u5f7b\u5e95\u675c\u7edd\u81ea\u4f5c\u4e3b\u5f20\u7684\u9519\u8bef\u731c\u6d4b\u3002<\/li>\n<li><strong>\u5f3a\u5236\u7b80\u5355\u4f18\u5148 (Simplicity First)<\/strong>\uff1a\u5bf9AI\u7684\u4ee3\u7801\u8f93\u51fa\u91cf\u8fdb\u884c\u6781\u7b80\u7ea6\u675f\u3002\u660e\u786e\u7981\u6b62AI\u751f\u6210\u672a\u88ab\u660e\u786e\u8981\u6c42\u7684\u989d\u5916\u529f\u80fd\u3001\u5355\u6b21\u4f7f\u7528\u7684\u62bd\u8c61\u5c42\u3001\u6216\u4e3a\u4e0d\u53ef\u80fd\u53d1\u751f\u7684\u573a\u666f\u7f16\u5199\u5197\u4f59\u7684\u9519\u8bef\u5904\u7406\u903b\u8f91\uff0c\u675c\u7edd\u8fc7\u5ea6\u5de5\u7a0b\u3002<\/li>\n<li><strong>\u5916\u79d1\u624b\u672f\u5f0f\u4fee\u6539 (Surgical Changes)<\/strong>\uff1a\u4e25\u683c\u6846\u5b9aAI\u7684\u4ee3\u7801\u4fee\u6539\u8303\u56f4\uff0c\u786e\u4fdd\u5176\u53ea\u89e6\u53ca\u89e3\u51b3\u95ee\u9898\u6240\u5fc5\u987b\u7684\u90a3\u51e0\u884c\u4ee3\u7801\u3002\u7981\u6b62AI\u201c\u987a\u624b\u201d\u91cd\u6784\u672a\u635f\u574f\u7684\u4ee3\u7801\u6a21\u5757\u6216\u968f\u610f\u66f4\u6539\u4e0d\u76f8\u5173\u7684\u4ee3\u7801\u7f29\u8fdb\u4e0e\u683c\u5f0f\uff0c\u5b8c\u7f8e\u4fdd\u6301\u9879\u76ee\u73b0\u6709\u7684\u4ee3\u7801\u98ce\u683c\u3002<\/li>\n<li><strong>\u76ee\u6807\u9a71\u52a8\u9a8c\u8bc1\u95ed\u73af (Goal-Driven Execution)<\/strong>\uff1a\u8981\u6c42AI\u5c06\u6a21\u7cca\u7684\u6307\u4ee4\u8f6c\u5316\u4e3a\u53ef\u81ea\u6211\u9a8c\u8bc1\u7684\u76ee\u6807\u3002\u5728\u4fee\u6539\u4ee3\u7801\u524d\u540e\uff0c\u5f3a\u5236AI\u81ea\u4e3b\u7f16\u5199\u5e76\u8fd0\u884c\u6d4b\u8bd5\u7528\u4f8b\uff0c\u4e0d\u8fbe\u5230\u6210\u529f\u6807\u51c6\u7edd\u4e0d\u505c\u6b62\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u6d4b\u8bd5\u5230\u4fee\u590d\u7684\u81ea\u52a8\u5faa\u73af\u3002<\/li>\n<li><strong>\u9ad8\u5ea6\u517c\u5bb9\u4e0e\u65e0\u7f1d\u96c6\u6210<\/strong>\uff1a\u539f\u751f\u517c\u5bb9 <a href=\"https:\/\/www.kdjingpai.com\/claude-code\/\">Claude Code<\/a> CLI \u5de5\u5177\uff0c\u5229\u7528\u9879\u76ee\u7ea7\u00a0<code>CLAUDE.md<\/code>\u00a0\u6587\u4ef6\u673a\u5236\uff0c\u65e0\u9700\u590d\u6742\u7684\u73af\u5883\u914d\u7f6e\u5373\u53ef\u5728\u5f53\u524d\u4ee3\u7801\u5e93\u4e0b\u5168\u5c40\u751f\u6548\u3002<\/li>\n<li><strong>\u81ea\u52a8\u5316\u5b89\u88c5\u652f\u6301<\/strong>\uff1a\u9664\u4e86\u63d0\u4f9b\u57fa\u7840\u7684\u6587\u4ef6\u4e0b\u8f7d\u590d\u5236\uff0c\u8fd8\u652f\u6301\u901a\u8fc7 npm\u3001npx\u3001bunx \u7b49\u73b0\u4ee3\u5305\u7ba1\u7406\u53ca\u6267\u884c\u5de5\u5177\u4e00\u952e\u5c06\u6280\u80fd\u5305\u6ce8\u5165\u5f00\u53d1\u73af\u5883\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p><code>forrestchang\/andrej-karpathy-skills<\/code>\u00a0\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u5176\u6781\u4f4e\u7684\u63a5\u5165\u6210\u672c\u4e0e\u6781\u9ad8\u7684\u884c\u4e3a\u7ea6\u675f\u6536\u76ca\u3002\u4e3a\u4e86\u8ba9AI\u4ee3\u7801\u52a9\u624b\u771f\u6b63\u6210\u4e3a\u4f60\u53ef\u9760\u7684\u5de5\u7a0b\u4f19\u4f34\uff0c\u8bf7\u52a1\u5fc5\u4ed4\u7ec6\u9605\u8bfb\u4ee5\u4e0b\u8be6\u7ec6\u7684\u5b89\u88c5\u6d41\u7a0b\u4e0e\u6838\u5fc3\u529f\u80fd\u64cd\u4f5c\u6307\u5357\u3002\u672c\u6307\u5357\u5c06\u5e2e\u52a9\u4f60\u628aAI\u7684\u4e0d\u53ef\u63a7\u6027\u964d\u5230\u6700\u4f4e\u3002<\/p>\n<h3>\u4e00\u3001 \u8be6\u7ec6\u5b89\u88c5\u4e0e\u914d\u7f6e\u6d41\u7a0b<\/h3>\n<p>\u6839\u636e\u4f60\u4f7f\u7528\u7684\u5f00\u53d1\u73af\u5883\u548c\u5de5\u5177\uff0c\u672c\u9879\u76ee\u63d0\u4f9b\u4e24\u79cd\u6781\u5176\u7b80\u4fbf\u7684\u5b89\u88c5\u65b9\u5f0f\u3002\u65e0\u8bba\u54ea\u79cd\u65b9\u5f0f\uff0c\u5176\u672c\u8d28\u90fd\u662f\u5c06\u9879\u76ee\u5e95\u5c42\u7684\u89c4\u5219\u6587\u4ef6\u4e0b\u53d1\u5230\u4f60\u7684\u5de5\u4f5c\u533a\u3002<\/p>\n<p><strong>\u65b9\u5f0f A\uff1a\u901a\u8fc7\u547d\u4ee4\u884c\u81ea\u52a8\u5316\u5b89\u88c5\uff08\u5f3a\u70c8\u63a8\u8350\u4f7f\u7528 Claude Code CLI \u7684\u7528\u6237\uff09<\/strong><br \/>\n\u5982\u679c\u4f60\u5df2\u7ecf\u5728\u4f7f\u7528\u652f\u6301\u6280\u80fd\u5e02\u573a\uff08Skills Marketplace\uff09\u7684\u7ec8\u7aef\u4ee3\u7801\u667a\u80fd\u4f53\uff0c\u4f60\u53ef\u4ee5\u76f4\u63a5\u901a\u8fc7\u5305\u7ba1\u7406\u5668\u4e00\u952e\u5f15\u5165\u8fd9\u4e9b\u51c6\u5219\uff1a<\/p>\n<ol>\n<li>\u6253\u5f00\u4f60\u7684\u7ec8\u7aef\u5de5\u5177\uff08Terminal\uff09\u3002<\/li>\n<li>\u5bfc\u822a\u5230\u4f60\u7684\u76ee\u6807\u8f6f\u4ef6\u5de5\u7a0b\u6839\u76ee\u5f55\u4e0b\u3002<\/li>\n<li>\u8f93\u5165\u5e76\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5168\u5c40\u5b89\u88c5\uff1a<br \/>\n<code>npx skills add https:\/\/github.com\/forrestchang\/andrej-karpathy-skills --skill karpathy-guidelines<\/code><br \/>\n<em>(\u6ce8\uff1a\u5982\u679c\u4f60\u4f7f\u7528 bun \u6216 pnpm\uff0c\u53ef\u4ee5\u5c06 npx \u66ff\u6362\u4e3a bunx \u6216 pnpm dlx\u3002)<\/em><\/li>\n<li>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u8be5\u6280\u80fd\u6a21\u5757\u5c06\u81ea\u52a8\u5728\u4f60\u7684\u540e\u53f0\u751f\u6548\uff0c\u63a5\u7ba1\u540e\u7eed\u6240\u6709\u6d89\u53ca\u4ee3\u7801\u751f\u6210\u548c\u91cd\u6784\u7684\u6307\u4ee4\u6d41\u3002<\/li>\n<\/ol>\n<p><strong>\u65b9\u5f0f B\uff1a\u7eaf\u624b\u5de5\u539f\u751f\u63a5\u5165\uff08\u9002\u7528\u4e8e\u6240\u6709\u652f\u6301\u9879\u76ee\u7ea7\u7cfb\u7edf\u63d0\u793a\u8bcd\u7684IDE\uff0c\u5982 Cursor\u3001Windsurf\u3001VSCode \u7b49\uff09<\/strong><br \/>\n\u5982\u679c\u4f60\u4e0d\u9700\u8981\u590d\u6742\u7684\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u6216\u8005\u60f3\u5728\u7279\u5b9a\u7684IDE\u4e2d\u5f3a\u5236\u5e94\u7528\u8fd9\u4e9b\u89c4\u5219\uff0c\u624b\u52a8\u914d\u7f6e\u662f\u6700\u900f\u660e\u3001\u6700\u53ef\u9760\u7684\u505a\u6cd5\uff1a<\/p>\n<ol>\n<li><strong>\u5b9a\u4f4d\u9879\u76ee\u6839\u76ee\u5f55<\/strong>\uff1a\u6253\u5f00\u4f60\u7684\u4ee3\u7801\u7f16\u8f91\u5668\uff0c\u8fdb\u5165\u4f60\u5f53\u524d\u6b63\u5728\u5f00\u53d1\u7684\u5de5\u7a0b\u6839\u76ee\u5f55\u3002<\/li>\n<li><strong>\u521b\u5efa\u89c4\u5219\u6587\u4ef6<\/strong>\uff1a\u5728\u6839\u76ee\u5f55\u65b0\u5efa\u4e00\u4e2a\u7a7a\u767d\u7684 Markdown \u6587\u4ef6\uff0c\u4e25\u683c\u547d\u540d\u4e3a\u00a0<code>CLAUDE.md<\/code>\u3002\u5982\u679c\u4f60\u4f7f\u7528\u7684\u662f <a href=\"https:\/\/www.kdjingpai.com\/cursoryuaigongtong\/\">Cursor<\/a> \u7b49\u5de5\u5177\uff0c\u4e5f\u53ef\u4ee5\u5c06\u5176\u547d\u540d\u4e3a\u00a0<code>.cursorrules<\/code>\uff0c\u5e95\u5c42\u903b\u8f91\u5b8c\u5168\u4e92\u901a\u3002<\/li>\n<li><strong>\u83b7\u53d6\u6e90\u7801<\/strong>\uff1a\u8bbf\u95ee GitHub \u9879\u76ee\u4e3b\u9875\u00a0<code>https:\/\/github.com\/forrestchang\/andrej-karpathy-skills<\/code>\uff0c\u627e\u5230\u4ed3\u5e93\u4e2d\u7684\u00a0<code>CLAUDE.md<\/code>\u00a0\u539f\u6587\u4ef6\u3002<\/li>\n<li><strong>\u590d\u5236\u4e0e\u4fdd\u5b58<\/strong>\uff1a\u5c06\u6587\u4ef6\u4e2d\u7684\u56db\u9879\u6838\u5fc3\u539f\u5219\u6587\u672c\u5168\u9009\u3001\u590d\u5236\uff0c\u5e76\u7c98\u8d34\u5230\u4f60\u521a\u521a\u5728\u672c\u5730\u521b\u5efa\u7684\u6587\u4ef6\u4e2d\uff0c\u6309\u4e0b\u4fdd\u5b58\u952e\u3002\u5c31\u8fd9\u4e48\u7b80\u5355\uff0c\u4f60\u7684AI\u5df2\u7ecf\u88ab\u91cd\u65b0\u201c\u6d17\u8111\u201d\u5e76\u57f9\u8bad\u4e0a\u5c97\u4e86\u3002<\/li>\n<\/ol>\n<h3>\u4e8c\u3001 \u6838\u5fc3\u529f\u80fd\u64cd\u4f5c\u4e0e\u65e5\u5e38\u5f00\u53d1\u6d41\u6f14\u793a<\/h3>\n<p>\u5b89\u88c5\u5b8c\u6bd5\u540e\uff0c\u771f\u6b63\u7684\u9b54\u6cd5\u4f53\u73b0\u5728\u4f60\u4e0eAI\u7684\u65e5\u5e38\u4ea4\u4e92\u5bf9\u8bdd\u4e2d\u3002\u4ee5\u4e0b\u662f\u56db\u79cd\u5e38\u89c1\u5f00\u53d1\u573a\u666f\u4e0b\u7684\u64cd\u4f5c\u5efa\u8bae\u4e0e\u9884\u671f\u6548\u679c\uff1a<\/p>\n<p><strong>1. \u5f00\u542f\u201c\u601d\u8003\u540e\u7f16\u7801\u201d\uff1a\u5904\u7406\u6a21\u7cca\u7684\u9700\u6c42\u5f00\u53d1<\/strong><\/p>\n<ul>\n<li><strong>\u64cd\u4f5c\u65b9\u5f0f<\/strong>\uff1a\u5f53\u4f60\u8981\u5f00\u53d1\u65b0\u529f\u80fd\u65f6\uff0c\u4e0d\u8981\u7ed9\u51fa\u6781\u5176\u4e25\u5bc6\u7684\u957f\u7bc7\u5927\u8bba\uff0c\u76f4\u63a5\u8f93\u5165\u81ea\u7136\u8bc9\u6c42\u3002\u4f8b\u5982\uff1a\u201c\u8bf7\u5e2e\u6211\u589e\u52a0\u4e00\u4e2a\u5bfc\u51fa\u7528\u6237\u6570\u636e\u4e3aExcel\u62a5\u8868\u7684\u529f\u80fd\u3002\u201d<\/li>\n<li><strong>AI \u884c\u4e3a\u53d8\u5316<\/strong>\uff1a\u5728\u6ca1\u6709\u8be5\u6587\u4ef6\u524d\uff0cAI \u53ef\u80fd\u4f1a\u76f4\u63a5\u5f15\u5165\u7b2c\u4e09\u65b9\u5e93\u3001\u5199\u597d\u51e0\u5341\u884c\u590d\u6742\u4ee3\u7801\u751a\u81f3\u8fde\u6570\u636e\u5e93\u67e5\u8be2\u90fd\u64c5\u81ea\u641e\u5b9a\u3002\u5f15\u5165\u89c4\u5219\u540e\uff0cAI \u4f1a\u7acb\u523b\u201c\u8e29\u5239\u8f66\u201d\uff0c\u5728\u7ec8\u7aef\u56de\u590d\uff1a\u201c<em>\u4e3a\u4e86\u5b9e\u73b0\u5bfc\u51fa\u529f\u80fd\uff0c\u6211\u6709\u4ee5\u4e0b\u7591\u95ee\u548c\u5047\u8bbe\uff1a1. \u5047\u8bbe\u53ea\u9700\u8981\u5bfc\u51fa\u5f53\u524d\u6fc0\u6d3b\u7528\u6237\u7684\u6570\u636e\u30022. \u8bf7\u95ee\u662f\u5426\u5141\u8bb8\u5f15\u5165\u00a0<code>xlsx<\/code>\u00a0\u5e93\uff0c\u8fd8\u662f\u8981\u6c42\u4f7f\u7528\u7eaf\u539f\u751f CSV \u683c\u5f0f\u4ee3\u66ff\u4ee5\u51cf\u5c11\u4f9d\u8d56\uff1f\u8bf7\u786e\u8ba4\u540e\u6211\u518d\u5f00\u59cb\u7f16\u5199\u3002<\/em>\u201d<\/li>\n<li><strong>\u4f60\u7684\u64cd\u4f5c<\/strong>\uff1a\u6839\u636e AI \u5217\u51fa\u7684\u9009\u9879\u8fdb\u884c\u7b80\u77ed\u56de\u590d\u5373\u53ef\u3002\u8fd9\u79cd\u4e00\u95ee\u4e00\u7b54\u7684\u786e\u8ba4\uff0c\u4ece\u6e90\u5934\u4e0a\u627c\u6740\u4e86\u65e0\u6548\u4ee3\u7801\u7684\u4ea7\u751f\u3002<\/li>\n<\/ul>\n<p><strong>2. \u8df5\u884c\u201c\u7b80\u5355\u4f18\u5148\u201d\uff1a\u907f\u514d\u4ee3\u7801\u5e93\u6025\u5267\u81a8\u80c0<\/strong><\/p>\n<ul>\n<li><strong>\u64cd\u4f5c\u65b9\u5f0f<\/strong>\uff1a\u65e5\u5e38\u63d0\u95ee\uff1a\u201c\u5e2e\u6211\u5199\u4e00\u4e2a\u65f6\u95f4\u683c\u5f0f\u5316\u51fd\u6570\uff0c\u628a\u65f6\u95f4\u6233\u8f6c\u4e3a YYYY-MM-DD\u3002\u201d<\/li>\n<li><strong>AI \u884c\u4e3a\u53d8\u5316<\/strong>\uff1a\u666e\u901aAI\u5f80\u5f80\u4e3a\u4e86\u5c55\u793a\u80fd\u529b\uff0c\u4f1a\u8fde\u5e26\u5199\u51fa\u65f6\u533a\u8f6c\u6362\u3001\u591a\u8bed\u8a00\u652f\u6301\u751a\u81f3\u4e00\u6574\u5957\u65f6\u95f4\u5904\u7406\u7c7b\u3002\u800c\u5728\u201c\u7b80\u5355\u4f18\u5148\u201d\u51c6\u5219\u538b\u5236\u4e0b\uff0cAI \u4ec5\u4f1a\u8f93\u51fa\u4ec5\u4ec5\u5305\u542b\u51e0\u884c\u539f\u751f\u00a0<code>Date<\/code>\u00a0\u5bf9\u8c61\u5904\u7406\u903b\u8f91\u7684\u7cbe\u7b80\u51fd\u6570\uff0c\u4e0d\u4f1a\u6709\u4efb\u4f55\u5e9f\u8bdd\u548c\u8d85\u51fa\u9884\u671f\u7684\u63a5\u53e3\u6269\u5c55\u3002<\/li>\n<li><strong>\u63d0\u793a\u6280\u5de7<\/strong>\uff1a\u5982\u679c\u4f60\u89c9\u5f97 AI \u8fd8\u662f\u5199\u590d\u6742\u4e86\uff0c\u53ea\u9700\u56de\u590d\u4e00\u53e5\u8bdd\uff1a\u201c\u56de\u987e\u51c6\u5219\u7b2c\u4e8c\u6761\uff08Simplicity First\uff09\uff0c\u628a\u4f60\u8fd9 100 \u884c\u4ee3\u7801\u7f29\u51cf\u5230 20 \u884c\u4ee5\u5185\u3002\u201d<\/li>\n<\/ul>\n<p><strong>3. \u4f53\u9a8c\u201c\u5916\u79d1\u624b\u672f\u5f0f\u4fee\u6539\u201d\uff1a\u6781\u901f\u89e3\u51b3Bug\u4e14\u4e0d\u5f15\u53d1\u5408\u5e76\u51b2\u7a81<\/strong><\/p>\n<ul>\n<li><strong>\u64cd\u4f5c\u65b9\u5f0f<\/strong>\uff1a\u5f53\u9047\u5230\u62a5\u9519\u65f6\uff0c\u4f60\u8f93\u5165\uff1a\u201c\u4fee\u590d\u00a0<code>auth.js<\/code>\u00a0\u7b2c45\u884c\u7531\u4e8e\u7a7a\u6307\u9488\u5bfc\u81f4\u7684\u7a0b\u5e8f\u5d29\u6e83\u3002\u201d<\/li>\n<li><strong>AI \u884c\u4e3a\u53d8\u5316<\/strong>\uff1aAI \u4f1a\u50cf\u7ecf\u9a8c\u8001\u9053\u7684\u5916\u79d1\u533b\u751f\u4e00\u6837\uff0c\u7cbe\u51c6\u5b9a\u4f4d\u5e76\u4ec5\u4f7f\u7528\u00a0<code>?<\/code>\u00a0(\u53ef\u9009\u94fe\u64cd\u4f5c\u7b26) \u6216\u00a0<code>if<\/code>\u00a0\u5224\u7a7a\u6765\u4fee\u6539\u76ee\u6807\u884c\u3002\u5b83\u7edd\u4e0d\u4f1a\u56e0\u4e3a\u770b\u4e0d\u987a\u773c\u4f60\u53bb\u8c03\u6574\u7b2c10\u884c\u7684\u7f29\u8fdb\uff0c\u4e5f\u4e0d\u4f1a\u56e0\u4e3a\u6240\u8c13\u7684\u201c\u6700\u4f73\u5b9e\u8df5\u201d\u53bb\u91cd\u6784\u5468\u56f4\u7684\u4ee3\u7801\u7ed3\u6784\u3002<\/li>\n<li><strong>\u6536\u76ca\u8bc4\u4f30<\/strong>\uff1a\u8fd9\u8ba9\u4f60\u5728\u6267\u884c\u00a0<code>git diff<\/code>\u00a0\u5ba1\u67e5\u4ee3\u7801\u65f6\uff0c\u770b\u5230\u7684\u53d8\u66f4\u5386\u53f2\u6781\u5176\u5e72\u51c0\uff0c\u53ea\u5305\u542b\u89e3\u51b3\u95ee\u9898\u7684\u6838\u5fc3\u903b\u8f91\u3002<\/li>\n<\/ul>\n<p><strong>4. \u9a71\u52a8\u201c\u76ee\u6807\u9a8c\u8bc1\u95ed\u73af\u201d\uff1a\u81ea\u52a8\u5316\u53ef\u9760\u6027\u4fdd\u969c<\/strong><\/p>\n<ul>\n<li><strong>\u64cd\u4f5c\u65b9\u5f0f<\/strong>\uff1a\u8f93\u5165\u9ad8\u9636\u6307\u4ee4\uff1a\u201c\u91cd\u6784\u76ee\u524d\u7684\u7f13\u5b58\u52a0\u8f7d\u903b\u8f91\uff0c\u8981\u6c42\u91c7\u7528\u76ee\u6807\u9a71\u52a8\u539f\u5219\u3002\u201d<\/li>\n<li><strong>AI \u884c\u4e3a\u53d8\u5316<\/strong>\uff1aAI \u4f1a\u81ea\u52a8\u5c06\u4f60\u7684\u6a21\u7cca\u547d\u4ee4\u62c6\u89e3\u3002\u5b83\u4f1a\u5148\u53bb\u5bfb\u627e\u6216\u7f16\u5199\u9488\u5bf9\u65e7\u7f13\u5b58\u903b\u8f91\u7684\u6d4b\u8bd5\u811a\u672c\u5e76\u6267\u884c\u4e00\u6b21\uff0c\u786e\u8ba4\u6d4b\u8bd5\u901a\u8fc7\uff1b\u63a5\u7740\u5f00\u59cb\u66ff\u6362\u5e95\u5c42\u4ee3\u7801\uff1b\u5b8c\u6210\u540e\u5b83\u4f1a\u81ea\u52a8\u91cd\u65b0\u8fd0\u884c\u6d4b\u8bd5\u3002\u53ea\u6709\u5f53\u770b\u5230\u7eff\u8272\u7684\u00a0<code>PASS<\/code>\u00a0\u6807\u5fd7\u540e\uff0c\u5b83\u624d\u4f1a\u5411\u4f60\u62a5\u544a\uff1a\u201c\u91cd\u6784\u5b8c\u6210\uff0c\u6d4b\u8bd5\u672a\u9000\u5316\u3002\u201d\u8fd9\u79cd\u95ed\u73af\u8ba9\u7cfb\u7edf\u5d29\u6e83\u7684\u6982\u7387\u964d\u81f3\u6781\u4f4e\u3002<\/li>\n<\/ul>\n<h3>\u4e09\u3001 \u8fdb\u9636\u81ea\u5b9a\u4e49\u6280\u5de7<\/h3>\n<p>\u8be5\u00a0<code>CLAUDE.md<\/code>\u00a0\u6587\u4ef6\u662f\u4e00\u4e2a\u6781\u4f73\u7684\u57fa\u7840\u6a21\u677f\uff0c\u4f60\u53ef\u4ee5\u6839\u636e\u56e2\u961f\u89c4\u8303\u8fdb\u884c\u7075\u6d3b\u7684\u4e8c\u6b21\u62d3\u5c55\u3002\u5efa\u8bae\u5728\u6587\u4ef6\u6700\u4e0b\u65b9\u589e\u8bbe\u00a0<code>### 5. \u56e2\u961f\u5b9a\u5236\u89c4\u8303 (Team Customs)<\/code>\u00a0\u6a21\u5757\u3002<br \/>\n\u6bd4\u5982\uff0c\u4f60\u53ef\u4ee5\u5728\u6587\u4ef6\u5e95\u90e8\u52a0\u5165\uff1a<br \/>\n<em>\u201c\u6240\u6709\u7684\u7ec4\u4ef6\u5fc5\u987b\u4f7f\u7528 <a href=\"https:\/\/www.kdjingpai.com\/react\/\">React<\/a> \u51fd\u6570\u5f0f\u7ec4\u4ef6\u5e76\u9644\u5e26 TypeScript \u63a5\u53e3\u5b9a\u4e49\u3002\u201d<\/em><br \/>\n\u6216\u8005\u00a0<em>\u201c\u4e25\u7981\u5728\u9879\u76ee\u4e2d\u76f4\u63a5\u4f7f\u7528\u7edd\u5bf9\u8def\u5f84\u5f15\u5165\uff0c\u8bf7\u7edf\u4e00\u4f7f\u7528\u00a0<code>@\/components\/<\/code>\u00a0\u7684\u522b\u540d\u914d\u7f6e\u3002\u201d<\/em><br \/>\n\u901a\u8fc7\u8fd9\u6837\u7684\u53e0\u52a0\u914d\u7f6e\uff0c\u4f60\u4e0d\u4ec5\u9501\u6b7b\u4e86AI\u7684\u884c\u4e3a\u5e95\u7ebf\uff0c\u8fd8\u8d4b\u4e88\u4e86\u5b83\u56e2\u961f\u4e1a\u52a1\u89c4\u8303\u7684\u610f\u8bc6\uff0c\u8ba9 AI \u771f\u6b63\u6210\u4e3a\u4f60\u4eec\u5f00\u53d1\u56e2\u961f\u4e0d\u53ef\u6216\u7f3a\u7684\u8d85\u7ea7\u52a9\u7406\u3002<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u65e5\u5e38\u4e1a\u52a1\u529f\u80fd\u6781\u7b80\u5f00\u53d1<\/strong><br \/>\n\u5728\u5f00\u53d1\u5168\u65b0\u7684\u4e1a\u52a1\u6a21\u5757\u65f6\uff0c\u9632\u6b62AI\u4e3a\u4e86\u5c55\u793a\u80fd\u529b\u800c\u8fc7\u5ea6\u8bbe\u8ba1\u7cfb\u7edf\u67b6\u6784\u3002\u5f3a\u5236\u8981\u6c42AI\u4ee5\u6700\u5c11\u3001\u6700\u76f4\u63a5\u7684\u4ee3\u7801\u89e3\u51b3\u5f53\u524d\u7684\u4e1a\u52a1\u8bc9\u6c42\uff0c\u907f\u514d\u4ea7\u751f\u4e0d\u5fc5\u8981\u7684\u7ef4\u62a4\u503a\u52a1\u3002<\/li>\n<li><strong>\u5927\u578b\u9057\u7559\u4ee3\u7801\u5e93\u7684\u5b89\u5168\u91cd\u6784<\/strong><br \/>\n\u5728\u9762\u5bf9\u5e9e\u5927\u4e14\u7f3a\u4e4f\u6ce8\u91ca\u7684\u65e7\u4ee3\u7801\u5e93\u65f6\uff0c\u8fd0\u7528\u201c\u5916\u79d1\u624b\u672f\u5f0f\u4fee\u6539\u201d\u573a\u666f\u3002\u786e\u4fddAI\u667a\u80fd\u4f53\u4ec5\u4ec5\u4fee\u590d\u6307\u5b9a\u7684\u903b\u8f91\u7f3a\u9677\uff0c\u800c\u4e0d\u53bb\u7834\u574f\u5468\u56f4\u8106\u5f31\u7684\u65e7\u4ee3\u7801\u751f\u6001\u548c\u7279\u6b8a\u683c\u5f0f\uff0c\u9632\u6b62\u7275\u4e00\u53d1\u800c\u52a8\u5168\u8eab\u3002<\/li>\n<li><strong>\u590d\u6742Bug\u7684\u6392\u67e5\u4e0e\u7cbe\u51c6\u4fee\u590d<\/strong><br \/>\n\u5f53\u9047\u5230\u96be\u4ee5\u590d\u73b0\u7684\u95ee\u9898\u65f6\uff0c\u5e94\u7528\u201c\u6d88\u9664\u9759\u9ed8\u5047\u8bbe\u201d\u573a\u666f\u3002\u8ba9AI\u628a\u6240\u6709\u53ef\u80fd\u7684\u6545\u969c\u539f\u56e0\u3001\u7cfb\u7edf\u73af\u5883\u7684\u9ed8\u8ba4\u5047\u8bbe\u5168\u90e8\u6446\u5728\u53f0\u9762\u4e0a\uff0c\u901a\u8fc7\u4e0e\u5f00\u53d1\u8005\u7684\u786e\u8ba4\u5bf9\u9f50\uff0c\u4e00\u9488\u89c1\u8840\u5730\u627e\u5230\u75c5\u7076\u3002<\/li>\n<li><strong>\u9ad8\u8d28\u91cf\u7684\u4ee3\u7801\u5ba1\u67e5\u4e0e\u8d28\u91cf\u63a7\u5236<\/strong><br \/>\n\u4f5c\u4e3a\u56e2\u961f\u5185\u90e8AI\u8f85\u52a9\u5ba1\u67e5\u7684\u53c2\u8003\u5e95\u7ebf\u3002\u5728AI\u4ee3\u7406\u51c6\u5907\u63d0\u4ea4(Commit)\u4ee3\u7801\u524d\uff0c\u89e6\u53d1\u201c\u76ee\u6807\u9a8c\u8bc1\u95ed\u73af\u201d\uff0c\u8981\u6c42\u5176\u5fc5\u987b\u9644\u5e26\u53ef\u4ee5\u901a\u8fc7\u7684\u81ea\u52a8\u5316\u6d4b\u8bd5\u7528\u4f8b\u624d\u80fd\u89c6\u4e3a\u5b8c\u6210\u4efb\u52a1\uff0c\u4fdd\u969c\u4e3b\u5206\u652f\u4ee3\u7801\u7684\u9ad8\u8d28\u91cf\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li><strong>\u95ee\u9898\uff1a\u4ec0\u4e48\u662f\u00a0<code>forrestchang\/andrej-karpathy-skills<\/code>\uff1f\u5b83\u4e0e\u666e\u901a\u7684AI\u7cfb\u7edf\u63d0\u793a\u8bcd\u6709\u4ec0\u4e48\u672c\u8d28\u4e0d\u540c\uff1f<\/strong><br \/>\n\u7b54\u6848\uff1a\u8fd9\u662f\u4e00\u4e2a\u6d53\u7f29\u4e86\u9876\u5c16AI\u4e13\u5bb6\u7ecf\u9a8c\u7684\u5f00\u6e90\u884c\u4e3a\u63a7\u5236\u914d\u7f6e\u6587\u4ef6\u3002\u666e\u901a\u7684\u63d0\u793a\u8bcd\u5f80\u5f80\u4fa7\u91cd\u4e8e\u8ba9AI\u201c\u77e5\u9053\u4ec0\u4e48\u201d\uff08\u5982\u6280\u672f\u6808\u8981\u6c42\uff09\uff0c\u800c\u8fd9\u4e2a\u6587\u4ef6\u4e13\u6ce8\u4e8e\u7ea6\u675fAI\u201c\u5982\u4f55\u884c\u4e8b\u201d\uff08\u5982\u4e0d\u8981\u9690\u7792\u7591\u95ee\u3001\u4e0d\u8981\u70ab\u6280\u3001\u4e0d\u8981\u5927\u8303\u56f4\u6539\u52a8\uff09\u3002\u5b83\u4ece\u884c\u4e3a\u5fc3\u7406\u5b66\u7684\u89d2\u5ea6\u91cd\u5851\u4e86AI\u667a\u80fd\u4f53\u7684\u5de5\u4f5c\u4e60\u60ef\u3002<\/li>\n<li><strong>\u95ee\u9898\uff1a\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6\u53ea\u9002\u7528\u4e8e Claude Code \u547d\u4ee4\u884c\u5de5\u5177\u5417\uff1f\u6211\u7528 Cursor \u6216\u8005 GitHub Copilot \u80fd\u7528\u5417\uff1f<\/strong><br \/>\n\u7b54\u6848\uff1a\u867d\u7136\u5176\u547d\u540d\u4e3a\u00a0<code>CLAUDE.md<\/code>\uff0c\u4e3b\u8981\u4e3a Claude Code \u8bbe\u8ba1\uff0c\u4f46\u5176\u6838\u5fc3\u7684 Markdown \u539f\u5219\u6587\u672c\u5b8c\u5168\u901a\u7528\u3002\u4f60\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u539f\u5219\u76f4\u63a5\u590d\u5236\u5230 Cursor \u7684\u00a0<code>.cursorrules<\/code>\u00a0\u6587\u4ef6\u4e2d\uff0c\u6216\u8005\u4f5c\u4e3a <a href=\"https:\/\/www.kdjingpai.com\/github-copilotji\/\">GitHub Copilot<\/a> \/ <a href=\"https:\/\/www.kdjingpai.com\/chatgpt-6\/\">ChatGPT<\/a> \u9879\u76ee\u7ea7\u7cfb\u7edf\u63d0\u793a\u8bcd\u6765\u4f7f\u7528\uff0c\u6548\u679c\u540c\u6837\u663e\u8457\u3002<\/li>\n<li><strong>\u95ee\u9898\uff1a\u5982\u679c\u5f15\u5165\u6587\u4ef6\u540e\uff0cAI \u4f9d\u7136\u505a\u51fa\u4e86\u9519\u8bef\u7684\u9759\u9ed8\u5047\u8bbe\uff0c\u6211\u8be5\u5982\u4f55\u8c03\u6574\uff1f<\/strong><br \/>\n\u7b54\u6848\uff1a\u7531\u4e8eLLM\u5b58\u5728\u4e00\u5b9a\u7684\u6982\u7387\u6027\u8f93\u51fa\uff0c\u5982\u679c\u51fa\u73b0\u8fdd\u89c4\u60c5\u51b5\uff0c\u4f60\u53ea\u9700\u5728\u5bf9\u8bdd\u6846\u4e2d\u4e25\u5389\u5730\u6307\u6b63\u5b83\uff1a\u201c\u4f60\u8fdd\u53cd\u4e86 CLAUDE.md \u4e2d\u7684\u7b2c\u4e00\u6761\u539f\u5219\uff0c\u8bf7\u56de\u9000\u4f60\u7684\u4ee3\u7801\uff0c\u5e76\u5148\u5411\u6211\u5217\u51fa\u4f60\u7684\u5047\u8bbe\u3002\u201d \u8fd9\u79cd\u57fa\u4e8e\u5df2\u6709\u89c4\u5219\u6587\u4ef6\u7684\u6279\u8bc4\uff0c\u80fd\u8ba9\u5927\u6a21\u578b\u8fc5\u901f\u7ea0\u6b63\u5176\u540e\u7eed\u7684\u6ce8\u610f\u529b\u6743\u91cd\u3002<\/li>\n<li><strong>\u95ee\u9898\uff1a\u5f3a\u5236\u8981\u6c42AI\u5728\u7f16\u5199\u4ee3\u7801\u524d\u601d\u8003\u5e76\u8be2\u95ee\uff0c\u4f1a\u5927\u5e45\u964d\u4f4e\u751f\u6210\u4ee3\u7801\u7684\u901f\u5ea6\u5417\uff1f<\/strong><br \/>\n\u7b54\u6848\uff1a\u77ed\u671f\u770b\u591a\u4e86\u4e00\u6b65\u6c9f\u901a\uff0c\u4f46\u8fd9\u6b63\u662f 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