{"id":721,"date":"2026-02-08T00:42:26","date_gmt":"2026-02-07T16:42:26","guid":{"rendered":"https:\/\/blog.itsmygo.uk\/2026\/02\/08\/anthropic-reveals-how-to-prompt-claude-code-10x-better-anthropic-%e6%8f%ad%e7%a4%ba%e5%a6%82%e4%bd%95%e8%ae%93-claude-code-%e6%8f%90%e7%a4%ba%e6%95%88%e6%9e%9c%e6%8f%90%e5%8d%87-10-%e5%80%8d\/"},"modified":"2026-02-08T00:42:26","modified_gmt":"2026-02-07T16:42:26","slug":"anthropic-reveals-how-to-prompt-claude-code-10x-better-anthropic-%e6%8f%ad%e7%a4%ba%e5%a6%82%e4%bd%95%e8%ae%93-claude-code-%e6%8f%90%e7%a4%ba%e6%95%88%e6%9e%9c%e6%8f%90%e5%8d%87-10-%e5%80%8d","status":"publish","type":"post","link":"https:\/\/blog.itsmygo.uk\/wordpress\/2026\/02\/08\/anthropic-reveals-how-to-prompt-claude-code-10x-better-anthropic-%e6%8f%ad%e7%a4%ba%e5%a6%82%e4%bd%95%e8%ae%93-claude-code-%e6%8f%90%e7%a4%ba%e6%95%88%e6%9e%9c%e6%8f%90%e5%8d%87-10-%e5%80%8d\/","title":{"rendered":"Anthropic Reveals How to Prompt Claude Code 10x Better \u2014 Anthropic \u63ed\u793a\u5982\u4f55\u8b93 Claude Code \u63d0\u793a\u6548\u679c\u63d0\u5347 10 \u500d"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Anthropic \u5718\u968a\u5728\u5b98\u65b9\u7db2\u7ad9\u548c\u793e\u7fa4\u5a92\u9ad4\u4e0a\u5206\u4eab\u4e86\u4e00\u7cfb\u5217\u91dd\u5c0d Claude Opus 4.5 \u6a21\u578b\u7684 prompting \u6700\u4f73\u5be6\u8e10\u3002\u9019\u90e8\u5f71\u7247\u5c07\u9019\u4e9b\u6280\u5de7\u6574\u7406\u6210\u6613\u61c2\u7684\u5716\u89e3\u5f62\u5f0f\uff0c\u6db5\u84cb\u8a9e\u6c23\u63a7\u5236\u3001\u884c\u52d5\u5c0e\u5411\u63d0\u793a\u3001\u907f\u514d\u904e\u5ea6\u5de5\u7a0b\u5316\u3001\u9f13\u52f5\u7a0b\u5f0f\u78bc\u63a2\u7d22\u3001\u898f\u5247\u64b0\u5beb\u539f\u5247\u3001\u4e26\u884c\u5de5\u5177\u63a7\u5236\u7b49\u6838\u5fc3\u4e3b\u984c\uff0c\u5e6b\u52a9\u958b\u767c\u8005\u66f4\u6709\u6548\u5730\u4f7f\u7528 Claude Code \u9032\u884c\u7a0b\u5f0f\u958b\u767c\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u539f\u5f71\u7247\u9023\u7d50\uff1ahttps:\/\/www.youtube.com\/watch?v=pb0lVGDiigI<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u5f71\u7247\u91cd\u9ede<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>\u907f\u514d\u4f7f\u7528\u653b\u64ca\u6027\u8a9e\u6c23\uff08\u5982 &#8220;you must&#8221;\uff09\uff0c\u6539\u7528\u6307\u4ee4\u5f0f\u7684\u67d4\u548c\u8a9e\u6c23\u4f86\u63d0\u793a\u6a21\u578b<\/li>\n\n\n<li>Opus 4.5 \u66f4\u7cbe\u78ba\u5730\u9075\u5faa\u6307\u4ee4\uff0c\u4e0d\u518d\u81ea\u52d5\u5c07\u300c\u5efa\u8b70\u300d\u7406\u89e3\u70ba\u300c\u5be6\u4f5c\u300d<\/li>\n\n\n<li>Opus 4.5 \u6709\u904e\u5ea6\u5de5\u7a0b\u5316\u7684\u50be\u5411\uff0c\u9700\u8981\u5728\u63d0\u793a\u4e2d\u660e\u78ba\u7d04\u675f\u7bc4\u570d<\/li>\n\n\n<li>\u9f13\u52f5\u6a21\u578b\u63a2\u7d22\u7a0b\u5f0f\u78bc\u5eab\uff0c\u800c\u975e\u8b93\u5b83\u4f9d\u8cf4\u8a13\u7df4\u8cc7\u6599\u731c\u6e2c<\/li>\n\n\n<li>\u8c50\u5bcc\u7684\u8f38\u5165\u63d0\u793a\u80fd\u7522\u51fa\u8c50\u5bcc\u7684\u8f38\u51fa\u7d50\u679c\uff08\u5206\u5e03\u6536\u6582\u6548\u61c9\uff09<\/li>\n\n\n<li>\u64b0\u5beb\u898f\u5247\u6642\u61c9\u9644\u5e36\u52d5\u6a5f\u8aaa\u660e\uff0c\u8b93\u6a21\u578b\u7406\u89e3\u300c\u70ba\u4ec0\u9ebc\u300d\u800c\u975e\u53ea\u77e5\u9053\u300c\u505a\u4ec0\u9ebc\u300d<\/li>\n\n\n<li>\u53ef\u4ee5\u8abf\u6574\u6a21\u578b\u7684\u8a73\u7d30\u7a0b\u5ea6\uff0c\u8981\u6c42\u6bcf\u6b65\u9a5f\u63d0\u4f9b\u6458\u8981\u4ee5\u589e\u52a0\u900f\u660e\u5ea6<\/li>\n\n\n<li>\u683c\u5f0f\u5316\u6307\u4ee4\u61c9\u4f7f\u7528\u6b63\u9762\u8868\u8ff0\uff0c\u800c\u975e\u8ca0\u9762\u9650\u5236<\/li>\n\n\n<li>\u4e26\u884c\u5de5\u5177\u57f7\u884c\u53ef\u4ee5\u900f\u904e\u63d0\u793a\u4f86\u63a7\u5236\u901f\u5ea6<\/li>\n\n\n<li>\u5728\u95dc\u9589\u601d\u8003\u6a21\u5f0f\u6642\u907f\u514d\u4f7f\u7528 &#8220;think&#8221; \u9019\u500b\u8a5e<\/li>\n\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u8a73\u7d30\u5167\u5bb9<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">[00:00] \u4f7f\u7528\u67d4\u548c\u7684\u6307\u4ee4\u5f0f\u8a9e\u6c23<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u63d0\u793a Claude Opus 4.5 \u6642\uff0c\u61c9\u907f\u514d\u4f7f\u7528\u653b\u64ca\u6027\u7684\u8a9e\u6c23\u3002\u4f8b\u5982\uff0c\u4f7f\u7528\u300cyou must always use a web search tool\u300d\u9019\u985e\u5f37\u5236\u8a9e\u53e5\uff0c\u6703\u8b93\u6a21\u578b\u56e0\u70ba\u5bb3\u6015\u72af\u932f\u800c\u904e\u5ea6\u89f8\u767c\u5de5\u5177\uff0c\u5c0e\u81f4\u6df7\u4e82\u7684\u8f38\u51fa\u548c\u6574\u9ad4\u6548\u80fd\u4e0b\u964d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u597d\u7684\u505a\u6cd5\u662f\u4f7f\u7528\u6307\u4ee4\u5f0f\u63d0\u793a\uff0c\u4f8b\u5982\u300cuse tool X when condition Y is met, answer directly otherwise\u300d\u3002\u9019\u8b93\u6a21\u578b\u80fd\u5920\u9075\u5faa\u4f60\u7d66\u5b9a\u7684\u6d41\u7a0b\uff0c\u800c\u4e0d\u6703\u56e0\u70ba\u6050\u61fc\u800c\u4e0d\u5fc5\u8981\u5730\u4f7f\u7528\u5de5\u5177\u3002\u5f71\u7247\u7528\u4e86\u4e00\u500b\u6709\u8da3\u7684\u6bd4\u55bb\uff1a\u628a\u6a21\u578b\u7576\u6210\u53db\u9006\u9752\u5c11\u5e74\u4e00\u6a23\u5927\u543c\u5927\u53eb\u53ea\u6703\u8b93\u5b83\u66f4\u7126\u616e\uff0c\u6548\u80fd\u66f4\u5dee\uff1b\u628a\u5b83\u7576\u6210\u6709\u80fd\u529b\u7684\u54e1\u5de5\u4f86\u5c0d\u5f85\uff0c\u53cd\u800c\u80fd\u7372\u5f97\u66f4\u597d\u7684\u7d50\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u904e\u53bb\u7684\u7814\u7a76\u66fe\u986f\u793a\u8ca0\u9762\u63d0\u793a\u80fd\u5e36\u4f86\u66f4\u597d\u7684\u6548\u80fd\uff0c\u4f46\u9019\u500b\u6642\u4ee3\u6b63\u5728\u7d50\u675f\uff0c\u56e0\u70ba\u904e\u5ea6\u4f7f\u7528\u5de5\u5177\u6703\u5c0e\u81f4\u6574\u9ad4\u8f38\u51fa\u54c1\u8cea\u4e0b\u964d\u3002Anthropic \u5718\u968a\u4e5f\u88fd\u4f5c\u4e86\u4e00\u500b Claude Code migration plugin\uff0c\u53ef\u4ee5\u81ea\u52d5\u5c07\u7a0b\u5f0f\u78bc\u5eab\u4e2d\u904e\u5ea6\u653b\u64ca\u6027\u7684\u7cfb\u7d71\u63d0\u793a\u8f49\u63db\u70ba\u8f03\u67d4\u548c\u7684\u8a9e\u8a00\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[02:45] \u884c\u52d5\u5c0e\u5411\u7684\u660e\u78ba\u63d0\u793a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Opus 4.5 \u73fe\u5728\u6703\u66f4\u7cbe\u78ba\u5730\u9075\u5faa\u6307\u4ee4\u3002\u904e\u53bb\u5982\u679c\u4f60\u8aaa\u300ccan you suggest improvements as code?\u300d\uff0c\u8f03\u65e9\u7248\u672c\u7684 Claude \u6703\u76f4\u63a5\u5e6b\u4f60\u5be6\u4f5c\u6539\u9032\u3002\u4f46\u73fe\u5728\u6a21\u578b\u6703\u56b4\u683c\u6309\u7167\u5b57\u9762\u610f\u601d\uff0c\u53ea\u7d66\u4f60\u5efa\u8b70\u800c\u4e0d\u9032\u884c\u5be6\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u5e0c\u671b\u6a21\u578b\u5be6\u969b\u57f7\u884c\u4fee\u6539\uff0c\u5c31\u9700\u8981\u660e\u78ba\u5730\u8aaa\u300ccan you refactor this code and implement the changes directly?\u300d\u3002\u9019\u610f\u5473\u8457 Opus 4.5 \u5c0d\u6307\u4ee4\u7684\u7406\u89e3\u66f4\u52a0\u7cbe\u78ba\uff0c\u958b\u767c\u8005\u9700\u8981\u66f4\u76f4\u63a5\u5730\u8868\u9054\u81ea\u5df1\u7684\u610f\u5716\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[03:40] \u907f\u514d\u904e\u5ea6\u5de5\u7a0b\u5316<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Opus 4.5 \u6709\u4e00\u500b\u50be\u5411\uff1a\u5728\u6536\u5230\u958b\u653e\u5f0f\u8acb\u6c42\u6642\u6703\u904e\u5ea6\u5de5\u7a0b\u5316\u3002\u4f8b\u5982\u4f60\u53ea\u8aaa\u300crefactor the authentication logic\u300d\uff0c\u6a21\u578b\u53ef\u80fd\u6703\u975e\u5e38\u7a4d\u6975\u5730\u5e6b\u4f60\u5275\u5efa\u65b0\u7684\u4ecb\u9762\u3001\u8f14\u52a9\u985e\u5225\u3001\u8a2d\u5b9a\u6a94\u548c\u66f4\u591a\u62bd\u8c61\u5c64\uff0c\u505a\u51fa\u9060\u8d85\u9810\u671f\u7684\u4fee\u6539\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u89e3\u6c7a\u65b9\u6cd5\u662f\u5728\u63d0\u793a\u4e2d\u52a0\u5165\u660e\u78ba\u7684\u7d04\u675f\uff0c\u4f8b\u5982\u300cRefactor the authentication logic, modify in place, no new files, keep it minimal\u300d\u3002\u9019\u6a23\u6a21\u578b\u5c31\u77e5\u9053\u53ea\u9700\u4fee\u6539\u73fe\u6709\u6a94\u6848\u3002\u4f60\u4e5f\u53ef\u4ee5\u628a\u985e\u4f3c\u7684\u7d04\u675f\u898f\u5247\u52a0\u5165 <code>CLAUDE.md<\/code> \u6a94\u6848\u4e2d\uff0c\u9019\u6a23\u5c31\u4e0d\u9700\u8981\u6bcf\u6b21\u90fd\u624b\u52d5\u5beb\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[05:00] \u9f13\u52f5\u7a0b\u5f0f\u78bc\u63a2\u7d22<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Opus 4.5 \u5728\u63a2\u7d22\u7a0b\u5f0f\u78bc\u6642\u53ef\u80fd\u6703\u904e\u65bc\u4fdd\u5b88\u3002\u5982\u679c\u4f60\u53ea\u8aaa\u300cfix a bug in the user module\u300d\uff0c\u6a21\u578b\u53ef\u80fd\u4e0d\u6703\u53bb\u67e5\u770b\u5468\u570d\u7684\u4e0a\u4e0b\u6587\u548c\u76f8\u95dc\u6a94\u6848\uff0c\u800c\u662f\u6839\u64da\u8a13\u7df4\u8cc7\u6599\u731c\u6e2c\u5176\u4ed6\u7a0b\u5f0f\u78bc\u7684\u904b\u4f5c\u65b9\u5f0f\uff0c\u9019\u53ef\u80fd\u5c0e\u81f4\u4fee\u5fa9\u65b9\u6848\u6709\u8aa4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u597d\u7684\u63d0\u793a\u65b9\u5f0f\u662f\u300cread the entire user module and its dependencies, understand the dataflow, then propose a fix\u300d\u3002\u9019\u6703\u8b93\u6a21\u578b\u5148\u5efa\u7acb\u6574\u500b\u7a0b\u5f0f\u78bc\u5eab\u7684\u5fc3\u7406\u6a21\u578b\uff0c\u518d\u63d0\u51fa\u66f4\u6e96\u78ba\u7684\u4fee\u5fa9\u65b9\u6848\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u4f7f\u7528 Claude Code \u7684 Plan Mode\uff0c\u5b83\u6703\u81ea\u52d5\u89f8\u767c\u5b50\u4ee3\u7406\u4f86\u63a2\u7d22\u7a0b\u5f0f\u78bc\u5eab\u3002\u4f60\u4e5f\u53ef\u4ee5\u624b\u52d5\u4f7f\u7528 <code>@explore<\/code> \u6307\u4ee4\u4f86\u89f8\u767c\u63a2\u7d22\u5b50\u4ee3\u7406\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[06:50] \u8c50\u5bcc\u7684\u8f38\u5165\u7522\u51fa\u8c50\u5bcc\u7684\u8f38\u51fa<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u53ea\u7d66\u6a21\u578b\u4e00\u500b\u7c21\u55ae\u7684\u63d0\u793a\uff0c\u5982\u300cbuild me a login page in React\u300d\uff0c\u4f60\u6703\u5f97\u5230\u4e00\u500b\u975e\u5e38\u57fa\u790e\u7684\u8f38\u51fa\u3002\u4f46\u5982\u679c\u4f60\u7684\u63d0\u793a\u66f4\u52a0\u8c50\u5bcc\uff0c\u4f8b\u5982\u300cbuild a login page in React, include full animations, form validation, error messages, accessibility features, a polished visual design, go beyond the basics\u300d\uff0c\u4f60\u5c31\u6703\u5f97\u5230\u660e\u986f\u66f4\u597d\u7684\u7d50\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u80cc\u5f8c\u7684\u539f\u56e0\u662f\u300c\u5206\u5e03\u6536\u6582\u300d\uff08distributional convergence\uff09\u73fe\u8c61\u3002\u7576\u7d66\u51fa\u7c21\u55ae\u7684\u63d0\u793a\u6642\uff0c\u6a21\u578b\u6703\u5f9e\u8a13\u7df4\u8cc7\u6599\u4e2d\u6700\u5e38\u898b\u3001\u6700\u5b89\u5168\u7684\u6a21\u5f0f\u53d6\u6a23\u2014\u2014\u4f8b\u5982 Inter \u5b57\u9ad4\u3001\u7d2b\u8272\u6f38\u5c64\u3001\u6975\u7c21\u8a2d\u8a08\u2014\u2014\u9019\u4e9b\u8a2d\u8a08\u666e\u904d\u53ef\u63a5\u53d7\u4f46\u975e\u5e38\u901a\u7528\u3002\u63d0\u4f9b\u660e\u78ba\u7684\u6307\u5f15\uff08\u5982\u907f\u514d Inter \u5b57\u9ad4\u3001\u4f7f\u7528\u7368\u7279\u5b57\u9ad4\u3001\u8907\u96dc\u52d5\u756b\u3001\u5927\u81bd\u914d\u8272\uff09\uff0c\u53ef\u4ee5\u5f15\u5c0e\u6a21\u578b\u5f9e\u8a13\u7df4\u8cc7\u6599\u7684\u5275\u610f\u908a\u7de3\u53d6\u6a23\uff0c\u7522\u51fa\u66f4\u5177\u7279\u8272\u7684\u8a2d\u8a08\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u5728\u5b89\u5168\u6027\u76f8\u95dc\u7684\u7a0b\u5f0f\u78bc\uff08\u5982\u8a8d\u8b49\u7cfb\u7d71\uff09\u4e2d\uff0c\u901a\u7528\u7684\u5be6\u4f5c\u65b9\u5f0f\u53cd\u800c\u662f\u597d\u7684\u3002\u4f46\u5728 UI \u8a2d\u8a08\u65b9\u9762\uff0c\u4f60\u9700\u8981\u66f4\u591a\u7684\u5f15\u5c0e\u624d\u80fd\u8df3\u812b\u5e38\u898f\u3002\u7c21\u55ae\u4f86\u8aaa\uff1a\u6a21\u578b\u5728\u8f38\u51fa\u4e0a\u6295\u5165\u7684\u52aa\u529b\uff0c\u53d6\u6c7a\u65bc\u4f60\u5728\u8f38\u5165\u4e0a\u6295\u5165\u7684\u52aa\u529b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[09:30] \u70ba\u898f\u5247\u63d0\u4f9b\u52d5\u6a5f\u8aaa\u660e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7576\u4f60\u70ba\u6a21\u578b\u5236\u5b9a\u898f\u5247\u6642\uff0c\u5149\u5beb\u898f\u5247\u672c\u8eab\u662f\u4e0d\u5920\u7684\u3002\u4f8b\u5982\u53ea\u8aaa\u300cnever use abbreviations\u300d\uff0c\u6a21\u578b\u6703\u76f2\u76ee\u5730\u9075\u5faa\uff0c\u628a\u6240\u6709\u7e2e\u5beb\u90fd\u5c55\u958b\uff0c\u53ef\u80fd\u5c0e\u81f4\u5c37\u5c2c\u7684\u8f38\u51fa\u3002\u4f46\u5982\u679c\u4f60\u52a0\u4e0a\u4e0a\u4e0b\u6587\uff0c\u5982\u300cnever use abbreviations \u2014 for formal legal documents to avoid ambiguity\u300d\uff0c\u6a21\u578b\u5c31\u80fd\u7406\u89e3\u898f\u5247\u80cc\u5f8c\u7684\u76ee\u6a19\u662f\u6e05\u6670\u6027\u548c\u6b63\u5f0f\u6027\uff0c\u4e26\u66f4\u597d\u5730\u5c07\u9019\u500b\u539f\u5247\u5ee3\u6cdb\u61c9\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u7a0b\u5f0f\u78bc\u4e2d\u7684\u5be6\u969b\u61c9\u7528\uff1a\u4e0d\u8981\u53ea\u5beb\u300calways use try-catch blocks around API calls\u300d\uff0c\u800c\u662f\u5beb\u300calways use try-catch blocks around API calls \u2014 our monitoring system relies on caught exceptions to trigger alerts, and unhandled rejections cause silent failures in production that are difficult to debug\u300d\u3002\u540c\u6a23\uff0c\u4e0d\u8981\u53ea\u5beb\u300cadd comments explaining complex logic\u300d\uff0c\u800c\u662f\u5beb\u300cadd comments explaining complex logic, especially business rules \u2014 our domain in insurance claims processing has non-obvious requirements that aren&#8217;t apparent from the code itself\u300d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9644\u5e36\u52d5\u6a5f\u7684\u898f\u5247\u6709\u4e09\u500b\u597d\u8655\uff1a\u898f\u5247\u80fd\u667a\u6167\u6cdb\u5316\uff08\u6a21\u578b\u7406\u89e3\u539f\u5247\u800c\u975e\u53ea\u662f\u5b57\u9762\u898f\u5247\uff09\u3001\u7576\u5169\u689d\u898f\u5247\u885d\u7a81\u6642\u6a21\u578b\u80fd\u505a\u51fa\u66f4\u597d\u7684\u53d6\u6368\u5224\u65b7\u3001\u4ee5\u53ca\u6a21\u578b\u80fd\u5920\u6a19\u8a18\u53ef\u80fd\u7684\u908a\u754c\u6848\u4f8b\u3002\u96a8\u8457 <code>CLAUDE.md<\/code> \u6a94\u6848\u7684\u898f\u5247\u8d8a\u4f86\u8d8a\u591a\uff0c\u898f\u5247\u4e4b\u9593\u53ef\u80fd\u6703\u7522\u751f\u885d\u7a81\uff0c\u56e0\u6b64\u9644\u5e36\u52d5\u6a5f\u8aaa\u660e\u683c\u5916\u91cd\u8981\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[12:50] \u8abf\u6574\u8f38\u51fa\u7684\u8a73\u7d30\u7a0b\u5ea6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Claude 4.5 \u6a21\u578b\u9810\u8a2d\u50be\u5411\u9ad8\u6548\u7387\uff0c\u53ef\u80fd\u5728\u5de5\u5177\u547c\u53eb\u5f8c\u8df3\u904e\u8a9e\u8a00\u6458\u8981\u76f4\u63a5\u9032\u5165\u4e0b\u4e00\u6b65\u3002\u9019\u96d6\u7136\u80fd\u52a0\u5feb\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4f46\u4f60\u53ef\u80fd\u6703\u4e0d\u6e05\u695a\u6a21\u578b\u505a\u4e86\u4ec0\u9ebc\u3001\u70ba\u4ec0\u9ebc\u5f97\u51fa\u9019\u500b\u7d50\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u53ef\u4ee5\u5728\u63d0\u793a\u4e2d\u52a0\u5165\u300cafter each major step, provide a brief summary of what you found and what you did\u300d\uff0c\u6216\u662f\u300cafter completing a task that involves tool use, provide a quick summary of the work done\u300d\u3002\u9019\u6a23\u6a21\u578b\u7684\u6bcf\u4e00\u6b65\u90fd\u6703\u900f\u660e\u5316\uff0c\u4f60\u80fd\u66f4\u6709\u4fe1\u5fc3\u5730\u7406\u89e3\u548c\u9a57\u8b49\u5b83\u7684\u8f38\u51fa\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[14:30] \u4f7f\u7528\u6b63\u9762\u8868\u8ff0\u7684\u683c\u5f0f\u5316\u6307\u4ee4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u63a7\u5236\u6a21\u578b\u7684\u56de\u61c9\u683c\u5f0f\u6642\uff0c\u907f\u514d\u4f7f\u7528\u8ca0\u9762\u63d0\u793a\u5982\u300cdo not use bullet points or markdown formatting\u300d\u3002\u9019\u6703\u8b93\u6a21\u578b\u904e\u5ea6\u95dc\u6ce8\u54ea\u4e9b\u4e8b\u4e0d\u80fd\u505a\uff0c\u5c0e\u81f4\u8f38\u51fa\u4e0d\u81ea\u7136\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u597d\u7684\u65b9\u5f0f\u662f\u4f7f\u7528\u6b63\u9762\u8868\u8ff0\uff1a\u300cwrite your response as flowing prose paragraphs, use complete sentences that connect ideas naturally\u300d\u3002\u544a\u8a34\u6a21\u578b\u4f60\u60f3\u8981\u4ec0\u9ebc\u683c\u5f0f\uff0c\u800c\u4e0d\u662f\u4e0d\u8981\u4ec0\u9ebc\u683c\u5f0f\uff0c\u80fd\u8b93\u8f38\u51fa\u66f4\u52a0\u6d41\u66a2\u81ea\u7136\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[15:10] \u63a7\u5236\u4e26\u884c\u5de5\u5177\u57f7\u884c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Claude 4.5 \u6a21\u578b\u64c5\u9577\u4e26\u884c\u5de5\u5177\u57f7\u884c\uff0c\u7279\u5225\u662f Sonnet 4.5 \u6703\u975e\u5e38\u7a4d\u6975\u5730\u540c\u6642\u767c\u8d77\u591a\u500b\u64cd\u4f5c\u3002\u5728\u7814\u7a76\u4efb\u52d9\u4e2d\uff0c\u5b83\u53ef\u80fd\u540c\u6642\u767c\u8d77\u4e09\u5230\u56db\u500b\u7db2\u9801\u641c\u5c0b\uff0c\u800c\u9019\u4e9b\u641c\u5c0b\u53ef\u80fd\u662f\u63a8\u6e2c\u6027\u7684\u3002\u5982\u679c\u6539\u70ba\u9010\u4e00\u57f7\u884c\uff0c\u4e0b\u4e00\u500b\u641c\u5c0b\u67e5\u8a62\u53ef\u4ee5\u6839\u64da\u4e0a\u4e00\u500b\u7d50\u679c\u4f86\u512a\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u7a0b\u5f0f\u78bc\u5834\u666f\u4e2d\uff0c\u5982\u679c\u6a21\u578b\u540c\u6642\u57f7\u884c\u591a\u500b\u5b89\u88dd\u547d\u4ee4\uff0c\u53ef\u80fd\u6703\u5c0e\u81f4\u5957\u4ef6\u885d\u7a81\u800c\u9677\u5165\u8ff4\u5708\u3002\u9019\u500b\u884c\u70ba\u53ef\u4ee5\u900f\u904e\u63d0\u793a\u4f86\u63a7\u5236\uff1a\u5728 <code>CLAUDE.md<\/code> \u4e2d\u52a0\u5165\u9f13\u52f5\u4e26\u884c\u7684\u63d0\u793a\u6703\u8b93\u5b83\u505a\u66f4\u591a\u4e26\u884c\u64cd\u4f5c\uff1b\u52a0\u5165\u8981\u6c42\u6bcf\u6b65\u4e4b\u9593\u66ab\u505c\u548c\u601d\u8003\u7684\u63d0\u793a\u5247\u6703\u6e1b\u5c11\u4e26\u884c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[16:50] \u95dc\u9589\u601d\u8003\u6a21\u5f0f\u6642\u907f\u514d\u4f7f\u7528 &#8220;think&#8221;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7576 Claude Code \u7684\u601d\u8003\u6a21\u5f0f\uff08thinking mode\uff09\u95dc\u9589\u6642\uff0c\u61c9\u907f\u514d\u5728\u63d0\u793a\u4e2d\u4f7f\u7528 &#8220;think&#8221; \u9019\u500b\u8a5e\uff0cOpus 4.5 \u5c0d\u6b64\u7279\u5225\u654f\u611f\u3002\u4f7f\u7528\u300cthink step by step before answering\u300d\u6703\u5c0e\u81f4\u6a21\u578b\u7522\u751f\u5927\u91cf\u5197\u9577\u4e14\u5145\u6eff\u566a\u97f3\u7684\u56de\u7b54\uff0c\u56e0\u70ba\u5b83\u5be6\u969b\u4e0a\u7121\u6cd5\u5728\u975e\u601d\u8003\u6a21\u5f0f\u4e0b\u9032\u884c\u601d\u8003\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u66ff\u4ee3\u65b9\u6848\u662f\u4f7f\u7528\u985e\u4f3c\u542b\u7fa9\u4f46\u4e0d\u540c\u7684\u8a5e\u5f59\uff0c\u5982\u300ccarefully consider and evaluate constraints, then give a final answer, no intermediate reasoning\u300d\u3002\u4f7f\u7528 &#8220;consider&#8221;\u3001&#8221;believe&#8221;\u3001&#8221;evaluate&#8221; \u9019\u4e9b\u8a5e\u53ef\u4ee5\u5728\u601d\u8003\u6a21\u5f0f\u95dc\u9589\u7684\u60c5\u6cc1\u4e0b\u7372\u5f97\u66f4\u597d\u7684\u8f38\u51fa\u54c1\u8cea\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6211\u7684\u60f3\u6cd5<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u90e8\u5f71\u7247\u5f88\u597d\u5730\u6574\u7406\u4e86 Anthropic \u5b98\u65b9\u6563\u4f48\u5728\u5404\u8655\u7684 Opus 4.5 prompting \u6307\u5357\uff0c\u5c24\u5176\u662f\u300c\u70ba\u898f\u5247\u9644\u5e36\u52d5\u6a5f\u300d\u9019\u500b\u89c0\u9ede\u7279\u5225\u6709\u50f9\u503c\u3002\u5728\u5be6\u52d9\u4e2d\uff0c\u5f88\u591a\u5718\u968a\u7684 <code>CLAUDE.md<\/code> \u6216\u7cfb\u7d71\u63d0\u793a\u53ea\u5806\u7a4d\u4e86\u5927\u91cf\u7684\u300c\u5fc5\u9808\u505a\u300d\u548c\u300c\u7981\u6b62\u505a\u300d\u7684\u898f\u5247\uff0c\u537b\u6c92\u6709\u89e3\u91cb\u70ba\u4ec0\u9ebc\u3002\u6a21\u578b\u4e0d\u662f\u53ea\u6703\u80cc\u898f\u5247\u7684\u6a5f\u5668\uff0c\u5b83\u9700\u8981\u7406\u89e3\u4e0a\u4e0b\u6587\u624d\u80fd\u505a\u51fa\u597d\u7684\u5224\u65b7\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u5206\u5e03\u6536\u6582\u300d\u7684\u89c0\u9ede\u4e5f\u5f88\u6709\u555f\u767c\u6027\u3002\u9019\u89e3\u91cb\u4e86\u70ba\u4ec0\u9ebc\u5f88\u591a\u4eba\u62b1\u6028 AI \u751f\u6210\u7684 UI \u90fd\u9577\u5f97\u5dee\u4e0d\u591a\u2014\u2014\u4e0d\u662f\u6a21\u578b\u4e0d\u6703\u505a\uff0c\u800c\u662f\u4f60\u7684\u63d0\u793a\u628a\u5b83\u63a8\u5411\u4e86\u7d71\u8a08\u4e0a\u6700\u5b89\u5168\u7684\u4e2d\u9593\u5730\u5e36\u3002\u9019\u500b\u6982\u5ff5\u4e0d\u53ea\u9069\u7528\u65bc\u8a2d\u8a08\uff0c\u5728\u7a0b\u5f0f\u67b6\u69cb\u9078\u64c7\u3001\u547d\u540d\u6163\u4f8b\u7b49\u65b9\u9762\u4e5f\u540c\u6a23\u9069\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53e6\u4e00\u500b\u503c\u5f97\u6ce8\u610f\u7684\u8da8\u52e2\u662f\uff1a\u96a8\u8457\u6a21\u578b\u80fd\u529b\u589e\u5f37\uff0c\u300c\u8ca0\u9762\u63d0\u793a\u300d\u7684\u6548\u679c\u6b63\u5728\u8870\u9000\u3002\u904e\u53bb\u90a3\u5957\u300c\u4f60\u5fc5\u9808\u505a\u4ec0\u9ebc\u3001\u4f60\u7d55\u5c0d\u4e0d\u80fd\u505a\u4ec0\u9ebc\u300d\u7684\u6050\u5687\u5f0f prompting \u5df2\u7d93\u4e0d\u518d\u662f\u6700\u4f73\u5be6\u8e10\u3002\u9019\u53cd\u6620\u4e86 AI \u6a21\u578b\u6b63\u5728\u5f9e\u300c\u9700\u8981\u56b4\u683c\u7d04\u675f\u7684\u5de5\u5177\u300d\u6f14\u9032\u70ba\u300c\u9700\u8981\u6e05\u6670\u6307\u5f15\u7684\u5354\u4f5c\u8005\u300d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u9032\u968e\u6e2c\u9a57<\/h2>\n\n\n\n<div id=\"quiz-fec3dc77\">\n<style>\n#quiz-fec3dc77 .badge {\n        display: inline-block;\n        padding: 4px 10px;\n        border-radius: 12px;\n        font-size: 0.75em;\n        font-weight: bold;\n        margin-left: 8px;\n      }#quiz-fec3dc77 .badge.scenario {\n        background: #ebf8ff;\n        color: #2b6cb0;\n      }#quiz-fec3dc77 .badge.debug {\n        background: #fef3c7;\n        color: #92400e;\n      }#quiz-fec3dc77 .question-adv {\n        background: white;\n        border-radius: 10px;\n        padding: 24px;\n        margin: 20px 0;\n        box-shadow: 0 2px 8px rgba(0, 0, 0, 0.08);\n        border-left: 4px solid #ed8936;\n      }#quiz-fec3dc77 .question-adv h3 {\n        margin-top: 0;\n        color: #2d3748;\n      }#quiz-fec3dc77 .code-block {\n        background: #1e1e1e;\n        color: #d4d4d4;\n        padding: 14px;\n        border-radius: 6px;\n        font-family: \"Menlo\", \"Monaco\", \"Courier New\", monospace;\n        font-size: 0.9em;\n        overflow-x: auto;\n        margin: 12px 0;\n        white-space: pre-wrap;\n      }#quiz-fec3dc77 .options-adv {\n        list-style: none;\n        padding: 0;\n      }#quiz-fec3dc77 .options-adv li {\n        padding: 14px 16px;\n        margin: 10px 0;\n        border: 2px solid #e2e8f0;\n        border-radius: 8px;\n        cursor: pointer;\n        transition: all 0.2s;\n      }#quiz-fec3dc77 .options-adv li:hover:not(.disabled) {\n        border-color: #ed8936;\n        background: #fffaf0;\n      }#quiz-fec3dc77 .options-adv li.disabled {\n        cursor: default;\n        opacity: 0.7;\n      }#quiz-fec3dc77 .options-adv li.show-answer {\n        border-color: #48bb78;\n        background: #f0fff4;\n      }#quiz-fec3dc77 .options-adv li.wrong {\n        border-color: #fc8181;\n        background: #fff5f5;\n      }#quiz-fec3dc77 .feedback-adv {\n        margin-top: 16px;\n        padding: 14px;\n        border-radius: 8px;\n        display: none;\n        line-height: 1.6;\n      }#quiz-fec3dc77 .feedback-adv.correct {\n        background: #f0fff4;\n        color: #276749;\n        display: block;\n      }#quiz-fec3dc77 .feedback-adv.wrong {\n        background: #fff5f5;\n        color: #c53030;\n        display: block;\n      }#quiz-fec3dc77 .feedback-adv \n      .score-adv {\n        text-align: center;\n        font-size: 1.4em;\n        padding: 24px;\n        background: white;\n        border-radius: 10px;\n        margin-top: 24px;\n        box-shadow: 0 2px 8px rgba(0, 0, 0, 0.08);\n      }#quiz-fec3dc77 .intro {\n        background: #ebf8ff;\n        padding: 16px;\n        border-radius: 8px;\n        margin-bottom: 20px;\n        color: #2c5282;\n      }\n<\/style>\n<h1>\u9032\u968e\u6e2c\u9a57\uff1aClaude Code Prompting \u6700\u4f73\u5be6\u8e10<\/h1>\n    <div class=\"intro\">\n      <strong>\u6e2c\u9a57\u76ee\u6a19\uff1a<\/strong>\u9a57\u8b49\u4f60\u662f\u5426\u80fd\u5728\u5be6\u969b\u60c5\u5883\u4e2d\u61c9\u7528 Opus 4.5 \u7684 prompting \u6280\u5de7\u3002<br \/>\n      \u5171 5 \u984c\uff0c\u5305\u542b\u60c5\u5883\u984c\u8207\u932f\u8aa4\u8a3a\u65b7\u984c\u3002\n    <\/div>\n\n    <!-- \u60c5\u5883\u984c 1 -->\n    <div class=\"question-adv\" id=\"qAdv1\">\n      <h3>1. \u4f60\u6b63\u5728\u4f7f\u7528 Claude Code \u958b\u767c\u4e00\u500b Express.js \u5f8c\u7aef\uff0c\u767c\u73fe user module \u4e2d\u6709\u4e00\u500b\u8cc7\u6599\u9a57\u8b49\u7684 bug\u3002\u4f60\u60f3\u8b93 Claude Code \u5e6b\u4f60\u4fee\u5fa9\u3002\u4ee5\u4e0b\u54ea\u500b\u63d0\u793a\u6700\u53ef\u80fd\u5f97\u5230\u6e96\u78ba\u7684\u4fee\u5fa9\u65b9\u6848\uff1f <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(1, 'A', 'C')\">A. \u300cFix the validation bug in the user module\u300d<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'B', 'C')\">B. \u300cYou must fix the validation bug immediately, do not miss any edge cases\u300d<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'C', 'C')\">C. \u300cRead the entire user module and its dependencies, understand the dataflow, then propose a fix for the validation bug\u300d<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'D', 'C')\">D. \u300cThink step by step about the validation bug in the user module and fix it\u300d<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv1\"><\/div>\n    <\/div>\n\n    <!-- \u60c5\u5883\u984c 2 -->\n    <div class=\"question-adv\" id=\"qAdv2\">\n      <h3>2. \u4f60\u5728 <code>CLAUDE.md<\/code> \u4e2d\u70ba\u5718\u968a\u7684\u5c08\u6848\u52a0\u5165\u4e86\u4e00\u689d\u898f\u5247\uff1a\u300calways use try-catch blocks around API calls\u300d\u3002\u4f46\u4f60\u767c\u73fe Claude \u5728\u67d0\u4e9b\u5167\u90e8\u5de5\u5177\u51fd\u5f0f\u4e2d\u4e5f\u52a0\u4e0a\u4e86\u4e0d\u5fc5\u8981\u7684 try-catch\uff0c\u5c0e\u81f4\u932f\u8aa4\u88ab\u975c\u9ed8\u541e\u6389\u3002\u4f60\u61c9\u8a72\u5982\u4f55\u6539\u5584\u9019\u689d\u898f\u5247\uff1f <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(2, 'A', 'B')\">A. \u6539\u70ba\u300cYou must always use try-catch, no exceptions\u300d\uff0c\u7528\u66f4\u5f37\u786c\u7684\u8a9e\u6c23\u78ba\u4fdd\u6a21\u578b\u9075\u5b88<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'B', 'B')\">B. \u6539\u70ba\u300cAlways use try-catch blocks around external API calls \u2014 our monitoring system relies on caught exceptions to trigger alerts, and unhandled rejections cause silent failures in production\u300d<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'C', 'B')\">C. \u522a\u9664\u9019\u689d\u898f\u5247\uff0c\u8b93 Claude \u81ea\u884c\u5224\u65b7\u54ea\u88e1\u9700\u8981\u932f\u8aa4\u8655\u7406<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'D', 'B')\">D. \u65b0\u589e\u4e00\u689d\u300cnever use try-catch in internal functions\u300d\u4f86\u62b5\u6d88\u7b2c\u4e00\u689d\u898f\u5247<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv2\"><\/div>\n    <\/div>\n\n    <!-- \u60c5\u5883\u984c 3 -->\n    <div class=\"question-adv\" id=\"qAdv3\">\n      <h3>3. \u4f60\u6b63\u5728\u7528 Claude Code \u8b93 AI \u5e6b\u4f60\u505a\u5e02\u5834\u7af6\u722d\u5206\u6790\uff0c\u9700\u8981\u641c\u5c0b\u591a\u500b\u7af6\u722d\u5c0d\u624b\u7684\u5b9a\u50f9\u8cc7\u8a0a\u4e26\u6574\u7406\u6210\u8868\u683c\u3002\u4f60\u767c\u73fe Claude \u7e3d\u662f\u540c\u6642\u767c\u8d77\u56db\u3001\u4e94\u500b\u641c\u5c0b\uff0c\u7d50\u679c\u5f88\u591a\u641c\u5c0b\u65b9\u5411\u4e0d\u7cbe\u6e96\uff0c\u6700\u7d42\u6574\u7406\u51fa\u7684\u8cc7\u6599\u54c1\u8cea\u4e0d\u4f73\u3002\u4f60\u61c9\u8a72\u600e\u9ebc\u8abf\u6574\uff1f <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(3, 'A', 'D')\">A. \u5728\u63d0\u793a\u4e2d\u52a0\u5165\u300cYou must search as fast as possible, maximize parallelism\u300d<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'B', 'D')\">B. \u6bcf\u6b21\u53ea\u7d66\u4e00\u500b\u7af6\u722d\u5c0d\u624b\u7684\u540d\u5b57\uff0c\u624b\u52d5\u5206\u6279\u57f7\u884c<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'C', 'D')\">C. \u5207\u63db\u5230 Haiku \u6a21\u578b\uff0c\u56e0\u70ba\u5b83\u6bd4\u8f03\u4e0d\u6703\u4e26\u884c<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'D', 'D')\">D. \u5728\u63d0\u793a\u4e2d\u52a0\u5165\u300cComplete each research step sequentially, pause and summarize findings before moving to the next competitor\u300d<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv3\"><\/div>\n    <\/div>\n\n    <!-- \u932f\u8aa4\u8a3a\u65b7\u984c 1 -->\n    <div class=\"question-adv\" id=\"qAdv4\">\n      <h3>4. \u5c0f\u83ef\u5728 <code>CLAUDE.md<\/code> \u4e2d\u5beb\u4e86\u4ee5\u4e0b\u898f\u5247\uff0c\u4f46\u767c\u73fe Claude \u7522\u51fa\u7684\u7a0b\u5f0f\u78bc\u8a3b\u89e3\u975e\u5e38\u751f\u786c\uff0c\u751a\u81f3\u5728\u7c21\u55ae\u7684 getter \u51fd\u5f0f\u4e0a\u4e5f\u52a0\u4e86\u5197\u9577\u8a3b\u89e3\u3002\u554f\u984c\u6700\u53ef\u80fd\u51fa\u5728\u54ea\u88e1\uff1f <span class=\"badge debug\">\u932f\u8aa4\u8a3a\u65b7<\/span><\/h3>\n      <div class=\"code-block\">## Coding Rules\n&#8211; Never write code without comments\n&#8211; You must add comments to every single function\n&#8211; Do not skip any function when adding comments<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(4, 'A', 'B')\">A. \u898f\u5247\u5beb\u5f97\u592a\u5c11\uff0c\u61c9\u8a72\u52a0\u5165\u66f4\u591a\u7d30\u7bc0\u8981\u6c42<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'B', 'B')\">B. \u898f\u5247\u4f7f\u7528\u4e86\u653b\u64ca\u6027\u8a9e\u6c23\uff08never\u3001must\u3001do not\uff09\uff0c\u4e14\u7f3a\u4e4f\u52d5\u6a5f\u8aaa\u660e\uff0c\u5c0e\u81f4\u6a21\u578b\u76f2\u76ee\u9075\u5faa<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'C', 'B')\">C. \u61c9\u8a72\u628a\u898f\u5247\u5f9e <code>CLAUDE.md<\/code> \u79fb\u5230\u6bcf\u6b21\u7684\u63d0\u793a\u4e2d<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'D', 'B')\">D. Opus 4.5 \u4e0d\u652f\u63f4\u5728 <code>CLAUDE.md<\/code> \u4e2d\u5b9a\u7fa9\u8a3b\u89e3\u898f\u5247<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv4\"><\/div>\n    <\/div>\n\n    <!-- \u932f\u8aa4\u8a3a\u65b7\u984c 2 -->\n    <div class=\"question-adv\" id=\"qAdv5\">\n      <h3>5. \u5c0f\u7f8e\u5728\u95dc\u9589\u4e86 thinking mode \u7684 Claude Code \u4e2d\u4f7f\u7528\u4ee5\u4e0b\u63d0\u793a\uff0c\u4f46\u5f97\u5230\u4e86\u975e\u5e38\u5197\u9577\u4e14\u91cd\u8907\u7684\u56de\u8986\uff0c\u8f38\u51fa\u5145\u65a5\u8457\u300c\u9996\u5148\u6211\u4f86\u601d\u8003\u4e00\u4e0b&#8230;\u300d\u3001\u300c\u8b93\u6211\u5206\u6790\u9019\u500b\u554f\u984c&#8230;\u300d\u7b49\u7121\u610f\u7fa9\u5167\u5bb9\u3002\u9019\u500b\u554f\u984c\u6700\u53ef\u80fd\u7684\u539f\u56e0\u662f\u4ec0\u9ebc\uff1f <span class=\"badge debug\">\u932f\u8aa4\u8a3a\u65b7<\/span><\/h3>\n      <div class=\"code-block\">Think step by step about the best database schema\nfor this e-commerce application, then implement it.<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(5, 'A', 'C')\">A. \u63d0\u793a\u592a\u77ed\uff0c\u9700\u8981\u52a0\u5165\u66f4\u591a\u7d30\u7bc0\u63cf\u8ff0<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'B', 'C')\">B. \u61c9\u8a72\u5148\u958b\u555f Plan Mode \u518d\u57f7\u884c\u9019\u985e\u67b6\u69cb\u8a2d\u8a08\u4efb\u52d9<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'C', 'C')\">C. \u5728 thinking mode \u95dc\u9589\u6642\u4f7f\u7528\u4e86\u300cthink\u300d\u4e00\u8a5e\uff0cOpus 4.5 \u5c0d\u6b64\u7279\u5225\u654f\u611f\uff0c\u6703\u7522\u751f\u5927\u91cf\u7121\u610f\u7fa9\u7684\u63a8\u7406\u6587\u5b57<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'D', 'C')\">D. e-commerce \u7684 schema \u8a2d\u8a08\u8d85\u51fa\u4e86 Claude Code \u7684\u80fd\u529b\u7bc4\u570d<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv5\"><\/div>\n    <\/div>\n\n    <div class=\"score-adv\" id=\"scoreAdv\" style=\"display:none;\"><\/div>\n<script>\n\n      let answeredAdv = 0;\n      let correctAdv = 0;\n      const totalAdv = 5;\n      const explanationsAdv = {\n        1: \"\u9078\u9805 C \u662f\u6700\u4f73\u505a\u6cd5\u3002Opus 4.5 \u5728\u63a2\u7d22\u7a0b\u5f0f\u78bc\u6642\u53ef\u80fd\u904e\u65bc\u4fdd\u5b88\uff0c\u5982\u679c\u53ea\u8aaa\u300cfix the bug\u300d\uff0c\u5b83\u53ef\u80fd\u4e0d\u6703\u67e5\u770b\u5468\u570d\u7684\u4e0a\u4e0b\u6587\u548c\u76f8\u95dc\u6a94\u6848\uff0c\u800c\u662f\u6839\u64da\u8a13\u7df4\u8cc7\u6599\u731c\u6e2c\u7a0b\u5f0f\u78bc\u7d50\u69cb\uff0c\u5c0e\u81f4\u4fee\u5fa9\u65b9\u6848\u6709\u8aa4\u3002\u660e\u78ba\u8981\u6c42\u5b83\u5148\u95b1\u8b80\u6574\u500b\u6a21\u7d44\u548c\u4f9d\u8cf4\u95dc\u4fc2\u3001\u7406\u89e3\u8cc7\u6599\u6d41\uff0c\u518d\u63d0\u51fa\u4fee\u5fa9\u65b9\u6848\uff0c\u80fd\u5f97\u5230\u66f4\u6e96\u78ba\u7684\u7d50\u679c\u3002\u9078\u9805 A \u592a\u7c21\u77ed\uff0c\u7f3a\u4e4f\u63a2\u7d22\u5f15\u5c0e\uff1b\u9078\u9805 B \u4f7f\u7528\u4e86\u653b\u64ca\u6027\u8a9e\u6c23\uff0c\u53ef\u80fd\u5c0e\u81f4\u5de5\u5177\u904e\u5ea6\u89f8\u767c\uff1b\u9078\u9805 D \u5728 thinking mode \u95dc\u9589\u6642\u4f7f\u7528\u300cthink\u300d\u6703\u7522\u751f\u566a\u97f3\u3002\",\n        2: \"\u9078\u9805 B \u662f\u6700\u4f73\u505a\u6cd5\u3002\u6839\u64da\u6587\u7ae0\u7684\u6838\u5fc3\u89c0\u9ede\uff0c\u898f\u5247\u61c9\u8a72\u9644\u5e36\u52d5\u6a5f\u8aaa\u660e\uff0c\u8b93\u6a21\u578b\u7406\u89e3\u300c\u70ba\u4ec0\u9ebc\u300d\u800c\u975e\u53ea\u77e5\u9053\u300c\u505a\u4ec0\u9ebc\u300d\u3002\u52a0\u4e0a\u300cexternal API calls\u300d\u9650\u5b9a\u7bc4\u570d\uff0c\u4e26\u89e3\u91cb\u76e3\u63a7\u7cfb\u7d71\u4f9d\u8cf4 caught exceptions \u4f86\u89f8\u767c\u544a\u8b66\u7684\u539f\u56e0\uff0c\u6a21\u578b\u5c31\u80fd\u667a\u6167\u6cdb\u5316\u2014\u2014\u77e5\u9053\u5167\u90e8\u5de5\u5177\u51fd\u5f0f\u4e0d\u9700\u8981\u540c\u6a23\u7684\u8655\u7406\u65b9\u5f0f\u3002\u9078\u9805 A \u7684\u653b\u64ca\u6027\u8a9e\u6c23\u6703\u8b93\u554f\u984c\u66f4\u56b4\u91cd\uff1b\u9078\u9805 C \u5b8c\u5168\u79fb\u9664\u898f\u5247\u904e\u65bc\u6975\u7aef\uff1b\u9078\u9805 D \u7528\u4e92\u76f8\u77db\u76fe\u7684\u898f\u5247\u6703\u8b93\u6a21\u578b\u56f0\u60d1\u3002\",\n        3: \"\u9078\u9805 D \u662f\u6700\u4f73\u505a\u6cd5\u3002Claude 4.5 \u6a21\u578b\uff08\u5c24\u5176\u662f Sonnet 4.5\uff09\u6703\u7a4d\u6975\u5730\u4e26\u884c\u57f7\u884c\u591a\u500b\u64cd\u4f5c\uff0c\u4f46\u5728\u7814\u7a76\u4efb\u52d9\u4e2d\uff0c\u63a8\u6e2c\u6027\u7684\u4e26\u884c\u641c\u5c0b\u5f80\u5f80\u4e0d\u5982\u6839\u64da\u524d\u4e00\u500b\u7d50\u679c\u4f86\u512a\u5316\u4e0b\u4e00\u500b\u67e5\u8a62\u3002\u900f\u904e\u5728\u63d0\u793a\u4e2d\u8981\u6c42\u9010\u6b65\u57f7\u884c\u4e26\u5728\u6bcf\u6b65\u4e4b\u9593\u66ab\u505c\u548c\u6458\u8981\uff0c\u53ef\u4ee5\u6709\u6548\u63a7\u5236\u4e26\u884c\u7a0b\u5ea6\uff0c\u63d0\u9ad8\u641c\u5c0b\u7cbe\u6e96\u5ea6\u3002\u9078\u9805 A \u6703\u8b93\u554f\u984c\u66f4\u56b4\u91cd\uff1b\u9078\u9805 B \u96d6\u7136\u53ef\u884c\u4f46\u6548\u7387\u592a\u4f4e\u4e14\u4e0d\u5fc5\u8981\uff1b\u9078\u9805 C \u662f\u932f\u8aa4\u7684\u7406\u89e3\uff0c\u6a21\u578b\u9078\u64c7\u4e0d\u662f\u89e3\u6c7a\u65b9\u6848\u3002\",\n        4: \"\u554f\u984c\u51fa\u5728\u898f\u5247\u540c\u6642\u72af\u4e86\u5169\u500b\u932f\u8aa4\uff1a\u4f7f\u7528\u4e86\u653b\u64ca\u6027\u8a9e\u6c23\uff08never\u3001must\u3001do not\uff09\u548c\u7f3a\u4e4f\u52d5\u6a5f\u8aaa\u660e\u3002\u653b\u64ca\u6027\u8a9e\u6c23\u6703\u8b93\u6a21\u578b\u56e0\u70ba\u5bb3\u6015\u72af\u932f\u800c\u904e\u5ea6\u57f7\u884c\u898f\u5247\uff0c\u800c\u6c92\u6709\u52d5\u6a5f\u8aaa\u660e\uff0c\u6a21\u578b\u53ea\u80fd\u76f2\u76ee\u9075\u5faa\u5b57\u9762\u610f\u601d\uff0c\u7121\u6cd5\u5224\u65b7\u54ea\u4e9b\u51fd\u5f0f\u771f\u6b63\u9700\u8981\u8a3b\u89e3\u3002\u6b63\u78ba\u7684\u505a\u6cd5\u662f\u6539\u7528\u6307\u4ee4\u5f0f\u8a9e\u6c23\u4e26\u9644\u5e36\u52d5\u6a5f\uff0c\u4f8b\u5982\u300cAdd comments explaining complex logic, especially business rules \u2014 our domain has non-obvious requirements that aren't apparent from the code itself\u300d\uff0c\u9019\u6a23\u6a21\u578b\u5c31\u80fd\u7406\u89e3\u91cd\u9ede\u662f\u89e3\u91cb\u300c\u4e0d\u660e\u986f\u7684\u8907\u96dc\u908f\u8f2f\u300d\u800c\u975e\u5c0d\u6bcf\u500b\u51fd\u5f0f\u90fd\u52a0\u8a3b\u89e3\u3002\",\n        5: \"\u5728 thinking mode \u95dc\u9589\u6642\uff0cOpus 4.5 \u5c0d\u300cthink\u300d\u9019\u500b\u8a5e\u7279\u5225\u654f\u611f\u3002\u4f7f\u7528\u300cthink step by step\u300d\u6703\u8b93\u6a21\u578b\u8a66\u5716\u5728\u56de\u8986\u4e2d\u6a21\u64ec\u601d\u8003\u904e\u7a0b\uff0c\u7522\u751f\u5927\u91cf\u5197\u9577\u4e14\u5145\u65a5\u566a\u97f3\u7684\u56de\u7b54\u3002\u6b63\u78ba\u7684\u66ff\u4ee3\u65b9\u5f0f\u662f\u4f7f\u7528\u300ccarefully consider and evaluate constraints, then give a final answer, no intermediate reasoning\u300d\u7b49\u4e0d\u542b\u300cthink\u300d\u7684\u8868\u8ff0\u3002\u9078\u9805 A \u8207\u554f\u984c\u7121\u95dc\uff1b\u9078\u9805 B \u96d6\u7136 Plan Mode \u9069\u5408\u67b6\u69cb\u8a2d\u8a08\uff0c\u4f46\u4e0d\u662f\u5c0e\u81f4\u5197\u9577\u8f38\u51fa\u7684\u76f4\u63a5\u539f\u56e0\uff1b\u9078\u9805 D \u662f\u932f\u8aa4\u7684\uff0cClaude Code \u5b8c\u5168\u6709\u80fd\u529b\u8655\u7406 schema \u8a2d\u8a08\u3002\"\n      };\n\n      function checkAnswerAdv(qNum, selected, correctAns) {\n        const question = document.getElementById(\"qAdv\" + qNum);\n        if (question.classList.contains(\"answered\")) return;\n\n        question.classList.add(\"answered\");\n        answeredAdv++;\n\n        const options = question.querySelectorAll(\".options-adv li\");\n        options.forEach((opt) => {\n          opt.classList.add(\"disabled\");\n          if (opt.textContent.startsWith(correctAns + \".\")) {\n            opt.classList.add(\"show-answer\");\n          }\n        });\n\n        const feedback = document.getElementById(\"fbAdv\" + qNum);\n        if (selected === correctAns) {\n          correctAdv++;\n          feedback.className = \"feedback-adv correct\";\n          feedback.innerHTML = \"\u2713 \u6b63\u78ba\uff01\" + explanationsAdv[qNum];\n        } else {\n          feedback.className = \"feedback-adv wrong\";\n          feedback.innerHTML =\n            \"\u2717 \u932f\u8aa4\u3002\u6b63\u78ba\u7b54\u6848\u662f \" + correctAns + \"\u3002\" + explanationsAdv[qNum];\n          options.forEach((opt) => {\n            if (opt.textContent.startsWith(selected + \".\")) {\n              opt.classList.add(\"wrong\");\n            }\n          });\n        }\n\n        if (answeredAdv === totalAdv) {\n          const scoreDiv = document.getElementById(\"scoreAdv\");\n          scoreDiv.style.display = \"block\";\n          let msg = \"\";\n          if (correctAdv === totalAdv) msg = \"\ud83c\udfaf \u5b8c\u7f8e\uff01\u4f60\u5df2\u7d93\u6e96\u5099\u597d\u5be6\u6230\u4e86\uff01\";\n          else if (correctAdv >= Math.ceil(totalAdv * 0.8))\n            msg = \"\ud83d\udcaa \u5f88\u68d2\uff01\u518d\u8907\u7fd2\u4e00\u4e0b\u932f\u7684\u984c\u76ee\";\n          else if (correctAdv >= Math.ceil(totalAdv * 0.6))\n            msg = \"\ud83d\udcd6 \u5efa\u8b70\u91cd\u8b80\u76f8\u95dc\u6bb5\u843d\u5f8c\u518d\u8a66\u4e00\u6b21\";\n          else msg = \"\ud83d\udd04 \u5efa\u8b70\u91cd\u65b0\u95b1\u8b80\u6587\u4ef6\uff0c\u7279\u5225\u6ce8\u610f\u64cd\u4f5c\u6d41\u7a0b\";\n          scoreDiv.innerHTML =\n            \"\u6e2c\u9a57\u5b8c\u6210\uff01\u5f97\u5206\uff1a\" + correctAdv + \" \/ \" + totalAdv + \"<br>\" + msg;\n        }\n      }\n    \n<\/script>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Anthropic \u5718\u968a\u5728\u5b98\u65b9\u7db2\u7ad9\u548c\u793e\u7fa4\u5a92\u9ad4\u4e0a\u5206\u4eab\u4e86\u4e00\u7cfb\u5217\u91dd\u5c0d Claude Opus 4.5 \u6a21\u578b\u7684 pro [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":720,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rolpb_likes":0,"footnotes":""},"categories":[452],"tags":[453,399,480,651,504],"class_list":["post-721","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-vibe-coding","tag-ai-","tag-claude-code","tag-claude-md","tag-opus-4-5","tag-prompt-engineering"],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":7}},"_links":{"self":[{"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/posts\/721","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/comments?post=721"}],"version-history":[{"count":0,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/posts\/721\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/media\/720"}],"wp:attachment":[{"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/media?parent=721"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/categories?post=721"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.itsmygo.uk\/wordpress\/wp-json\/wp\/v2\/tags?post=721"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}