{"id":1796,"date":"2026-05-17T10:00:15","date_gmt":"2026-05-17T02:00:15","guid":{"rendered":"https:\/\/www.liujh168.com\/index.php\/2026\/05\/17\/20260517-006\/"},"modified":"2026-05-17T10:00:15","modified_gmt":"2026-05-17T02:00:15","slug":"20260517-006","status":"publish","type":"post","link":"https:\/\/www.liujh168.com\/index.php\/2026\/05\/17\/20260517-006\/","title":{"rendered":"Ai Coding \u6838\u5fc3\u542f\u793a"},"content":{"rendered":"<p>\u7efc\u5408\u4e4b\u524d\u8ba8\u8bba\u7684<strong>\u5927\u6a21\u578b\u751f\u6210\u4ee3\u7801\u7684\u539f\u7406<\/strong>\uff08\u6982\u7387\u6a21\u5f0f\u5339\u914d\uff09\u548c<strong>Claude Code\u7684\u5de5\u7a0b\u5b9e\u8df5<\/strong>\uff08\u751f\u6210-\u9a8c\u8bc1-\u4fee\u590d\u95ed\u73af\uff09\uff0c\u5bf9\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u6838\u5fc3\u542f\u793a\u53ef\u4ee5\u63d0\u70bc\u4e3a\u4ee5\u4e0b<strong>\u4e94\u5927\u9ec4\u91d1\u5b9e\u8df5<\/strong>\u3002<\/p>\n<p><!--more--><\/p>\n<p>\u8fd9\u4e0d\u4ec5\u662f\u5de5\u5177\u7684\u4f7f\u7528\u6280\u5de7\uff0c\u66f4\u662f\u4e00\u79cd\u4e0eAI\u534f\u4f5c\u7684\u65b0\u601d\u7ef4\u6a21\u5f0f\u3002<\/p>\n<h3 id=\"ai\">\u542f\u793a\u4e00\uff1a\u5fc3\u6001\u8f6c\u53d8\u2014\u2014\u4ece\u201c\u63d0\u793a\u5de5\u7a0b\u5e08\u201d\u5230\u201cAI\u8bad\u7ec3\u5e08+\u8d28\u91cf\u8d1f\u8d23\u4eba\u201d<\/h3>\n<ul>\n<li><strong>\u65e7\u601d\u7ef4<\/strong>\uff1a\u5199\u4e00\u4e2a\u7edd\u5999\u7684\u63d0\u793a\u8bcd\uff0c\u671f\u5f85\u6a21\u578b\u4e00\u6b21\u751f\u6210\u5b8c\u7f8e\u4ee3\u7801\u3002<\/li>\n<li><strong>\u65b0\u601d\u7ef4<\/strong>\uff1a\u63a5\u53d7\u6a21\u578b\u8f93\u51fa\u7684\u662f<strong>\u9ad8\u8d28\u91cf\u521d\u7a3f\u6216\u5019\u9009\u65b9\u6848<\/strong>\u3002\u4f60\u7684\u6838\u5fc3\u4ef7\u503c\u4e0d\u518d\u662f\u201c\u5199\u63d0\u793a\u201d\uff0c\u800c\u662f<strong>\u8bbe\u8ba1\u9a8c\u8bc1\u6807\u51c6\u3001\u5efa\u7acb\u53cd\u9988\u95ed\u73af\u3001\u638c\u63a7\u8d28\u91cf\u7ea2\u7ebf<\/strong>\u3002<\/li>\n<li><strong>\u5b9e\u8df5<\/strong>\uff1a\n<ul>\n<li><strong>\u5b9a\u4e49\u201c\u6b63\u786e\u201d<\/strong>\uff1a\u5728\u8ba9AI\u5199\u4ee3\u7801\u524d\uff0c\u5148\u81ea\u5df1\uff08\u6216\u4e0eAI\u4e00\u8d77\uff09\u5199\u4e0b\u9a8c\u6536\u6761\u4ef6\u2014\u2014\u901a\u5e38\u662f<strong>\u5355\u5143\u6d4b\u8bd5<\/strong>\u6216<strong>\u4e0d\u53d8\u91cf\u65ad\u8a00<\/strong>\u3002<\/li>\n<li><strong>\u6267\u638c\u5426\u51b3\u6743<\/strong>\uff1a\u6240\u6709AI\u751f\u6210\u7684\u4ee3\u7801\uff0c\u5fc5\u987b\u7ecf\u8fc7\u4f60\u7684\u9759\u6001\u5ba1\u67e5\uff08\u7406\u89e3\u903b\u8f91\uff09\u548c\u52a8\u6001\u9a8c\u8bc1\uff08\u8fd0\u884c\u6d4b\u8bd5\uff09\u624d\u80fd\u5408\u5165\u3002\u4f60\u662f\u6700\u7ec8\u7684\u8d23\u4efb\u4eba\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3 id=\"-\">\u542f\u793a\u4e8c\uff1a\u6d41\u7a0b\u8bbe\u8ba1\u2014\u2014\u56fa\u5316\u201c\u751f\u6210-\u9a8c\u8bc1-\u4fee\u590d\u201d\u7684\u81ea\u52a8\u5316\u95ed\u73af<\/h3>\n<p>\u4e0d\u8981\u624b\u52a8\u8fed\u4ee3\uff08\u201c\u8fd9\u4e2abug\uff0c\u4f60\u6539\u4e00\u4e0b\u2026\u2026\u4e0d\u5bf9\uff0c\u518d\u6539\u4e00\u4e0b\u2026\u2026\u201d\uff09\uff0c\u800c\u662f\u5c06\u9a8c\u8bc1\u8fc7\u7a0b<strong>\u4ee3\u7801\u5316\u3001\u81ea\u52a8\u5316<\/strong>\uff0c\u5e76\u5582\u7ed9AI\u3002<\/p>\n<ul>\n<li>\n<p><strong>\u6838\u5fc3\u6a21\u5f0f<\/strong>\uff1a<\/p>\n<ol>\n<li><strong>\u751f\u6210<\/strong>\uff1aAI\u751f\u6210\u4ee3\u7801 + \u5bf9\u5e94\u7684\u5355\u5143\u6d4b\u8bd5\u3002<\/li>\n<li><strong>\u9a8c\u8bc1<\/strong>\uff1a\u81ea\u52a8\u8fd0\u884c\u6d4b\u8bd5\uff08\u5728\u6c99\u76d2\/\u5bb9\u5668\u4e2d\uff09\u3002<\/li>\n<li><strong>\u53cd\u9988<\/strong>\uff1a\u5c06<strong>\u5b8c\u6574\u7684\u5931\u8d25\u6d4b\u8bd5\u65e5\u5fd7<\/strong>\uff08stdout\/stderr\u3001\u65ad\u8a00\u5931\u8d25\u4fe1\u606f\uff09\u76f4\u63a5\u4f5c\u4e3a\u65b0\u63d0\u793a\u8bcd\u7684\u4e00\u90e8\u5206\u3002<\/li>\n<li><strong>\u4fee\u590d<\/strong>\uff1aAI\u57fa\u4e8e\u9519\u8bef\u65e5\u5fd7\u4fee\u6b63\u4ee3\u7801\u3002<\/li>\n<li><strong>\u5faa\u73af<\/strong>\uff1a\u91cd\u590d2-4\uff0c\u76f4\u5230\u5168\u90e8\u6d4b\u8bd5\u901a\u8fc7\u3002<\/li>\n<\/ol>\n<\/li>\n<li>\n<p><strong>Claude Code\u4e2d\u7684\u4f53\u73b0<\/strong>\uff1a\u5176<strong>\u4ee3\u7406\u5faa\u73af<\/strong>\u548c<strong>\u81ea\u52a8\u4fee\u590dPR<\/strong>\u529f\u80fd\u5c31\u662f\u8fd9\u4e2a\u95ed\u73af\u7684\u5de5\u7a0b\u5316\u3002\u5f00\u53d1\u8005\u5e94\u5c3d\u91cf\u8ba9\u5de5\u5177\u81ea\u52a8\u5316\u8fd9\u4e2a\u6d41\u7a0b\uff0c\u800c\u4e0d\u662f\u624b\u52a8\u590d\u5236\u7c98\u8d34\u9519\u8bef\u4fe1\u606f\u3002<\/p>\n<\/li>\n<\/ul>\n<h3 id=\"ai_1\">\u542f\u793a\u4e09\uff1a\u5b89\u5168\u7f51\u5de6\u79fb\u2014\u2014\u5c06\u9759\u6001\u68c0\u67e5\u96c6\u6210\u5230AI\u7684\u201c\u601d\u8003\u8fc7\u7a0b\u201d\u4e2d<\/h3>\n<p>\u4e0d\u8981\u7b49\u4ee3\u7801\u5199\u5b8c\u4e86\u518d\u68c0\u67e5\u98ce\u683c\u6216\u7c7b\u578b\u9519\u8bef\u3002\u8ba9AI\u5728<strong>\u751f\u6210\u4ee3\u7801\u65f6<\/strong>\u5c31\u80fd\u201c\u770b\u5230\u201d\u8fd9\u4e9b\u7ea6\u675f\u3002<\/p>\n<ul>\n<li><strong>\u5b9e\u8df5<\/strong>\uff1a\n<ul>\n<li><strong>\u6ce8\u5165\u8bca\u65ad\u4fe1\u606f<\/strong>\uff1a\u914d\u7f6e\u4f60\u7684IDE\u6216Claude Code\u63d2\u4ef6\uff0c\u5c06<strong>LSP\uff08\u5982TypeScript\u7684<code>tsc --noEmit<\/code>\uff09\u3001ESLint\u3001Pylint<\/strong>\u7684\u5b9e\u65f6\u8bca\u65ad\u8f93\u51fa\uff0c<strong>\u81ea\u52a8\u6ce8\u5165\u5230Claude Code\u7684\u4e0a\u4e0b\u6587\u4e2d<\/strong>\u3002<\/li>\n<li><strong>\u56fa\u5316\u89c4\u8303<\/strong>\uff1a\u4f7f\u7528 <strong>Claude Skill<\/strong> \u5c06\u56e2\u961f\u7684\u4ee3\u7801\u89c4\u8303\u3001\u5b89\u5168\u68c0\u67e5\u6e05\u5355\u3001\u67b6\u6784\u539f\u5219\u6253\u5305\u6210\u4e00\u4e2a\u201c\u6280\u80fd\u5305\u201d\u3002\u7136\u540e\u8ba9AI\u5728\u751f\u6210\u4ee3\u7801\u524d\/\u540e\u81ea\u52a8\u8c03\u7528\uff08\u5982 <code>@skill code-style-guide<\/code>\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6548\u679c<\/strong>\uff1aAI\u80fd\u4e3b\u52a8\u907f\u514d\u751f\u6210\u5df2\u77e5\u7684\u574f\u6a21\u5f0f\uff0c\u6bd4\u5982\u201c\u54e6\uff0c\u6839\u636e\u89c4\u8303\uff0c\u8fd9\u91cc\u4e0d\u5141\u8bb8\u4f7f\u7528<code>any<\/code>\u7c7b\u578b\uff0c\u6211\u6539\u6210\u5177\u4f53\u7c7b\u578b\u3002\u201d<\/li>\n<\/ul>\n<h3 id=\"ai_2\">\u542f\u793a\u56db\uff1a\u6d4b\u8bd5\u4f18\u5148\u2014\u2014\u8ba9\u6d4b\u8bd5\u6210\u4e3aAI\u7684\u201c\u9700\u6c42\u6587\u6863\u201d\u548c\u201c\u9a8c\u6536\u5458\u201d<\/h3>\n<ul>\n<li><strong>\u6838\u5fc3\u539f\u5219<\/strong>\uff1a\u4e0d\u8981\u5148\u8ba9AI\u5199\u5b9e\u73b0\u4ee3\u7801\uff0c\u800c\u662f<strong>\u5148\u8ba9AI\u5199\u6d4b\u8bd5<\/strong>\u3002<\/li>\n<li><strong>\u5de5\u4f5c\u6d41<\/strong>\uff1a\n<ol>\n<li>\u63cf\u8ff0\u51fd\u6570\u7684\u884c\u4e3a\uff1a<code>\u5199\u4e00\u4e2a\u8ba1\u7b97\u8d2d\u7269\u8f66\u603b\u4ef7\u7684\u51fd\u6570\uff0c\u9700\u8003\u8651\u6298\u6263\u3001\u7a0e\u6536\u548c\u591a\u4e2a\u5546\u54c1\u3002\u4e3a\u5b83\u7f16\u5199\u5168\u9762\u7684\u5355\u5143\u6d4b\u8bd5\uff08pytest\uff09\u3002<\/code><\/li>\n<li>AI\u751f\u6210\u6d4b\u8bd5\u4ee3\u7801\uff08\u5305\u542b\u6b63\u5e38\u3001\u8fb9\u754c\u3001\u5f02\u5e38\u7528\u4f8b\uff09\u3002<\/li>\n<li><strong>\u4f60\u5ba1\u67e5\u6d4b\u8bd5<\/strong>\uff1a\u8fd9\u662f\u6700\u5173\u952e\u7684\u6b65\u9aa4\u3002\u786e\u8ba4\u6d4b\u8bd5\u8986\u76d6\u4e86\u4f60\u7684\u5168\u90e8\u9884\u671f\u3002<\/li>\n<li>\u5c06\u6d4b\u8bd5\u4ee3\u7801\u4f5c\u4e3a\u201c\u9700\u6c42\u201d\uff0c\u8ba9AI\u751f\u6210\u5b9e\u73b0\u4ee3\u7801\uff1a<code>\u73b0\u5728\uff0c\u8bf7\u5b9e\u73b0<\/code>calculate_cart_total<code>\u51fd\u6570\uff0c\u4f7f\u5f97\u4ee5\u4e0b\u6240\u6709\u6d4b\u8bd5\u90fd\u80fd\u901a\u8fc7\u3002<\/code> [\u7c98\u8d34\u6d4b\u8bd5\u4ee3\u7801]<\/li>\n<li>\u8fd0\u884c\u6d4b\u8bd5\uff0c\u5c06\u5931\u8d25\u4fe1\u606f\u53cd\u9988\u7ed9AI\uff0c\u8ba9\u5176\u4fee\u590d\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u4ef7\u503c<\/strong>\uff1a\u6d4b\u8bd5\u6210\u4e3a\u4e86\u53ef\u6267\u884c\u7684\u89c4\u683c\u8bf4\u660e\u3002\u53ea\u8981\u6d4b\u8bd5\u901a\u8fc7\uff0c\u4f60\u5c31\u83b7\u5f97\u4e86\u9ad8\u7f6e\u4fe1\u5ea6\u3002<\/li>\n<\/ul>\n<h3 id=\"ai_3\">\u542f\u793a\u4e94\uff1a\u5de5\u5177\u751f\u6001\u2014\u2014\u5c06AI\u7f6e\u4e8e\u201c\u53ef\u9a8c\u8bc1\u7684\u6267\u884c\u73af\u5883\u201d\u4e2d<\/h3>\n<p>\u4e0d\u8981\u53ea\u5728\u4e00\u4e2a\u804a\u5929\u7a97\u53e3\u91cc\u548cAI\u5bf9\u8bdd\u3002\u628a\u5b83<strong>\u5d4c\u5165\u5230\u4f60\u7684\u4e13\u4e1a\u5f00\u53d1\u5de5\u5177\u94fe<\/strong>\u4e2d\u3002<\/p>\n<ul>\n<li><strong>\u5173\u952e\u7ec4\u4ef6<\/strong>\uff1a\n<ul>\n<li><strong>\u6c99\u76d2\u6267\u884c\u73af\u5883<\/strong>\uff1a\u4f7f\u7528 <strong>Docker<\/strong> \u6216 <strong>Firecracker<\/strong> \u5fae\u865a\u62df\u673a\uff0c\u8ba9AI\u751f\u6210\u548c\u4fee\u590d\u7684\u4ee3\u7801\u5728\u9694\u79bb\u73af\u5883\u4e2d\u8fd0\u884c\u3002\u8fd9\u80fd\u5b89\u5168\u5730\u6267\u884c\u6d4b\u8bd5\u3001\u6a21\u7cca\u6d4b\u8bd5\uff0c\u751a\u81f3\u8ba9AI\u81ea\u5df1\u8c03\u8bd5\u8fd0\u884c\u7684\u4ee3\u7801\u3002<\/li>\n<li><strong>\u7248\u672c\u63a7\u5236\u7cfb\u7edf<\/strong>\uff1a\u8ba9AI\u4ee5 <strong>PR<\/strong> \u7684\u5f62\u5f0f\u63d0\u4ea4\u4ee3\u7801\u53d8\u66f4\u3002\u8fd9\u6837\uff0cCI\uff08\u6301\u7eed\u96c6\u6210\uff09\u6d41\u6c34\u7ebf\uff08\u8fd0\u884c\u6d4b\u8bd5\u3001Lint\u3001\u6784\u5efa\uff09\u53ef\u4ee5\u81ea\u52a8\u9a8c\u8bc1\u3002Claude Code\u7684\u201c\u81ea\u52a8\u4fee\u590dPR\u201d\u5c31\u662f\u5178\u578b\u5e94\u7528\u3002<\/li>\n<li><strong>\u53ef\u89c2\u6d4b\u6027<\/strong>\uff1a\u5c06\u751f\u4ea7\u73af\u5883\u7684<strong>\u9519\u8bef\u65e5\u5fd7\u3001\u6027\u80fd\u8ffd\u8e2a<\/strong>\u53cd\u54fa\u7ed9AI\uff0c\u8ba9\u5b83\u80fd\u63d0\u51fa\u4fee\u590d\u751f\u4ea7\u4e8b\u6545\u7684\u4ee3\u7801\u8865\u4e01\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3 id=\"ai_4\">\u4e00\u4e2a\u9ad8\u4fe1\u5ea6\u7684AI\u534f\u4f5c\u5de5\u4f5c\u6d41<\/h3>\n<ol>\n<li><strong>\u5b9a\u4e49\u89c4\u8303<\/strong>\uff1a\u7528 <strong>Skill<\/strong> \u56fa\u5316\u56e2\u961f\u6807\u51c6\u548c\u67b6\u6784\u539f\u5219\u3002<\/li>\n<li><strong>\u7f16\u5199\u6d4b\u8bd5<\/strong>\uff1a\u8ba9AI\u4e3a\u4f60\u7684\u9700\u6c42\u751f\u6210<strong>\u6d4b\u8bd5\u7528\u4f8b<\/strong>\uff0c\u4eba\u5de5\u786e\u8ba4\u3002<\/li>\n<li><strong>\u751f\u6210\u5b9e\u73b0<\/strong>\uff1a\u8ba9AI\u751f\u6210<strong>\u80fd\u901a\u8fc7\u6d4b\u8bd5<\/strong>\u7684\u4ee3\u7801\u3002<\/li>\n<li><strong>\u9759\u6001\u68c0\u67e5<\/strong>\uff1aIDE\u7684<strong>LSP\/Linter<\/strong> 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