{"id":14472,"date":"2026-07-10T12:14:19","date_gmt":"2026-07-10T04:14:19","guid":{"rendered":"https:\/\/blog.konata.vip\/?p=14472"},"modified":"2026-07-10T12:14:19","modified_gmt":"2026-07-10T04:14:19","slug":"%e6%9c%80%e8%bf%91%e7%9a%84%e4%b8%80%e4%ba%9b-vibe-coding-%e9%9a%8f%e6%83%b3","status":"publish","type":"post","link":"https:\/\/blog.konata.vip\/?p=14472","title":{"rendered":"\u6700\u8fd1\u7684\u4e00\u4e9b Vibe Coding \u968f\u60f3"},"content":{"rendered":"<p>\u5176\u5b9e\u8fd9\u4e9b\u5927\u591a\u662f\u524d\u6bb5\u65f6\u95f4\u5199\u7684\u4e86\uff0c\u4f46\u968f\u7740 Fable 5 \u53d1\u5e03\uff0c\u6211\u611f\u89c9\u53c8\u8981\u5929\u7ffb\u5730\u8986\uff0c\u518d\u4e0d\u5199\u53ef\u80fd\u5c31\u8fc7\u65f6\u4e86\uff0c\u6240\u4ee5\u8d81\u73b0\u5728\u6574\u7406\u4e00\u4e0b\u3002<\/p>\n<p>\u6574\u7406\u8fd9\u7bc7\u6587\u7ae0\u6700\u521d\u662f\u56e0\u4e3a\u6709\u597d\u51e0\u4e2a\u670b\u53cb\u8ddf\u6211\u8bf4\uff0c\u4ed6\u4eec\u6700\u8fd1\u5728\u5c1d\u8bd5\u63a5\u89e6 vibe coding 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demo \u7684 skill\u3002\u505a demo \u7684\u5751\u524d\u671f\u90fd\u8e29\u8fc7\u4e86\u4e00\u904d\uff0c\u5e76\u4e14\u79ef\u7d2f\u6210\u4e86 skill \u548c\u5979\u7684 Soul.md\uff0c\u73b0\u5728\u534a\u5c0f\u65f6\u5c31\u53ef\u4ee5\u505a\u51fa\u4e00\u4e2a\u5df2\u7ecf\u90e8\u7f72\u597d\u7684 demo\uff08\u5feb\u7684\u3001\u7b80\u5355\u7684\u53ea\u8981\u4e94\u5206\u949f\uff0c\u6bd4\u5982\u72d7\u6bdb\u95ee\u6211\u4e00\u4ef6\u4e8b\u60c5\u80fd\u4e0d\u80fd\u505a\uff0c\u6211\u76f4\u63a5\u8ba9\u9f99\u867e\u628a demo \u505a\u51fa\u6765\u53d1\u7ed9\u5979\uff0c\u7528\u65f6\u4e94\u5206\u949f\uff0c\u6211\u53ea\u8bf4\u4e86\u4e24\u4e09\u53e5\u8bdd\uff09\u3002\u4e0d\u8fc7\u56e0\u4e3a\u540e\u9762 token \u989d\u5ea6\u6536\u7d27\u8fd9\u4e2a\u5b9e\u9a8c\u6682\u505c\u4e86\u3002\u6211\u611f\u89c9\u8c03\u7814\u65b9\u9762 AI \u8fd8\u662f\u592a\u7f3a\u4e4f\u54c1\u5473\u4e86\uff0c\u6ca1\u6709\u6211\u81ea\u5df1\u7075\u673a\u4e00\u52a8\u60f3\u5230\u7684 idea \u597d\u3002<\/p>\n<p><strong>\u4e2a\u4eba\u7ba1\u7406<\/strong>\uff1a\u6709\u4e00\u4e2a\u9f99\u867e\u4e13\u95e8\u8d1f\u8d23\u5f53\u6211\u7684\u79d8\u4e66\uff0c\u5de5\u4f5c\u65e5\u7ed9\u6211\u63a8\u9001\uff1a1. AI \u65b0\u95fb\uff1b2. \u5185\u7f51\u70ed\u5e16\uff08AI agent harness \u9738\u699c\uff0c\u53ef\u4ee5\u7406\u89e3\u4e3a\u5185\u90e8\u7684 AI \u65b0\u95fb\uff09\uff1b3. \u80a1\u7968\u8d70\u52bf\u3002\u6bcf\u9694\u534a\u5c0f\u65f6\u95ee\u6211\u4e00\u6b21\u6211\u5728\u5e72\u4ec0\u4e48\uff0c\u6211\u56de\u5fc6\u4e00\u4e0b\u544a\u8bc9\u5979\uff08\u5426\u5219\u6211\u771f\u7684\u8bb0\u4e0d\u4f4f\u6211\u90fd\u5e72\u4e86\u4ec0\u4e48\uff09\uff0c\u6bcf\u5929\u7ed9\u6211\u53d1\u65e5\u62a5\u603b\u7ed3\uff0c\u6bcf\u5468\u5e2e\u6211\u5199\u5468\u62a5\uff08\u4e3b\u7ebf TASK \u4e5f\u4f1a\u8ba9 Claude Code \u76f4\u63a5\u4ece\u6211\u7684\u4ee3\u7801\u4ed3\u5e93\u603b\u7ed3\uff09\u3002<\/p>\n<p><strong>\u51cf\u8102<\/strong>\uff1a\u8fd9\u4e2a\u79d8\u4e66\u9f99\u867e\u5355\u72ec\u5206\u4e86\u4e00\u4e2a\u72ec\u7acb\u7684\u5b50 agent\uff08\u5927\u5bb6\u6709\u5174\u8da3\u7684\u8bdd\u56de\u5934\u5355\u72ec\u5199\u4e00\u7bc7\u804a\u804a\u5b50 agent \u7684\u673a\u5236\uff09\uff0c\u7ed9\u6211\u8bb0\u5f55\u4e09\u9910\u70ed\u91cf\u548c\u4e09\u5927\u8425\u517b\uff08\u53e3\u8ff0\u6216\u62cd\u7167\uff09\uff0c\u5206\u6790\u6211\u86cb\u767d\u8d28\u5403\u591f\u4e86\u6ca1\uff0c\u5e2e\u6211\u4ece\u65e9\u996d\u3001\u5348\u996d\u63a8\u6d4b\u665a\u4e0a\u5403\u4ec0\u4e48\uff08\u57fa\u672c\u4e0a\u90fd\u662f\u6cb9\u8102\u591f\u4e86\u3001\u86cb\u767d\u8d28\u8fd8\u8981\u72c2\u5403\uff09\uff0c\u8bb0\u5f55\u6211\u7684\u8fd0\u52a8\uff08\u7ed9\u5b83\u53d1\u8bad\u8bb0\u5206\u4eab\u56fe\u622a\u56fe\uff09\uff0c\u8eab\u4f53\u76f8\u5173\u7684\u95ee\u9898\u4e5f\u4f1a\u95ee\u5979\u3002<\/p>\n<p><strong>\u627e\u5de5\u4f5c<\/strong>\uff1a\u4e0d\u6562\u7528\u516c\u53f8\u7684\uff0c\u5916\u90e8\u914d\u4e86\u4e2a\u9f99\u867e\u804a\uff0c\u548c\u5979\u804a\u6211\u505a\u7684\u5404\u79cd\u9879\u76ee\uff0c\u8ba9\u5979\u5199\u7b80\u5386\u3001\u6316\u4eae\u70b9\u3001\u505a\u5206\u6790\u3002\u56e0\u4e3a\u7528\u7684\u662f Kimi K2.5 \u6bd4\u8f83\u7b28\uff0c\u6240\u4ee5\u4e5f\u4f1a\u53d1\u7ed9 Claude \u5b98\u7f51\u4fee\u6539\uff0c\u804a\u8fd9\u90e8\u5206\u5185\u5bb9\u3002\u4e0d\u8fc7\u6211\u89c9\u5f97\u68b3\u7406\u65b9\u9762\u6bd4\u8f83\u9002\u5408\uff0c\u5199\u7b80\u5386\u8fd8\u662f\u5dee\u70b9\uff0c\u66f4\u9002\u5408\u81ea\u5df1\u628a\u5173\u597d\u8ba9 AI \u6da6\u8272\u3002<\/p>\n<p><strong>\u653b\u7565<\/strong>\uff1a\u6240\u6709\u4ee5\u524d\u4f1a\u5728\u5c0f\u7ea2\u4e66\u505a\u7684\u529f\u8bfe\uff0c\u73b0\u5728\u90fd\u7528\u5c0f\u7ea2\u4e66\u7684\u70b9\u70b9\u505a\u3002\u8fd8\u6709\u4e00\u4e2a\u5185\u90e8\u6b63\u5728\u5185\u6d4b\u7684\u7c7b\u4f3c Manus \u7684\u5de5\u5177\uff0c\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u51fa\u5b8c\u6574\u7684\u7f51\u7ad9\u5f0f\u653b\u7565\uff0c\u6211\u505a\u4e86\u4e00\u4e2a\u7f51\u9875\u653e\u8fd9\u4e9b\u653b\u7565\uff0c\u56de\u5934\u51c6\u5907\u628a\u4ee5\u524d\u7684\u65c5\u6e38\u6587\u7ae0\u653b\u7565\u4e5f\u4e22\u8fdb\u53bb\u6574\u7406\u5230\u8fd9\u4e2a\u7f51\u7ad9\u91cc\uff1ahttps:\/\/travel-collection.hallucinateparade.com\/<\/p>\n<p>\u9ad8\u5f3a\u5ea6\u4f7f\u7528 AI \u7684\u526f\u4f5c\u7528\u5c31\u662f\uff0c\u73b0\u5728\u4e0d\u7ba1\u770b\u5230\u4ec0\u4e48\u95ee\u9898\u90fd\u4f1a\u7b2c\u4e00\u65f6\u95f4\u601d\u8003\u80fd\u4e0d\u80fd\u7528 AI \u505a\uff0c\u80fd\u4e0d\u80fd\u81ea\u52a8\u5316\u3002<\/p>\n<p>\u6211\u611f\u89c9 AI \u5e2e\u6211\u505a\u7684\u8fd9\u4e9b\u4e8b\u60c5\uff0c\u786e\u5b9e\u5728\u4ee5\u524d\u4e5f\u6700\u5c11\u503c\u4e00\u4e2a\u6708\u85aa\u516d\u4e03\u5343\u7684\u5b9e\u4e60\u751f\u5427\uff0c\u4f46\u662f\u4ee5\u524d\u516c\u53f8\u4e0d\u4f1a\u613f\u610f\u7ed9\u6211\u62db\u8fd9\u4e2a\u5b9e\u4e60\u751f\u3002\u6211\u4e5f\u4e0d\u89c9\u5f97\u516c\u53f8\u7ed9\u6211\u8fd9\u4e2a\u94b1\u662f\u771f\u7684\u6307\u671b\u6211\u6bcf\u4e2a\u6708\u591a\u7ed9\u516c\u53f8\u8d5a\u516d\u4e03\u5343\u4ee5\u4e0a\uff08\u6211\u4e00\u76f4\u89c9\u5f97\u516c\u53f8\u517b\u6211\u548c\u5f88\u591a\u4eba\u90fd\u662f\u5728\u4e8f\u672c\u4f46\u53c8\u5fc5\u987b\u517b\uff0c\u9632\u5fa1\u6027\u5c97\u4f4d\uff09\uff0c\u4e3b\u8981\u662f\u7ed9\u516c\u53f8\u63d0\u4f9b\u4f18\u8d28\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u4ee5\u53ca\u516c\u53f8\u4e5f\u5728\u4e70\u5f69\u7968\u3002\u6211\u7684 AI \u4f7f\u7528\u6570\u636e\u771f\u7684\u592a\u4f18\u8d28\u4e86\uff0c\u5e94\u8be5\u7ed9\u6211\u4e2a\u6807\u8bb0\u91cd\u70b9\u5904\u7406\u4e00\u4e0b\u3002<\/p>\n<p>Token \u6700\u5bcc\u88d5\u7684\u65f6\u671f\uff0c\u6211\u9f99\u867e\u90fd\u7528 Opus\uff0cAI \u7684\u6781\u9650\u786e\u5b9e\u662f\u8981\u4e0d\u60dc\u6210\u672c\u624d\u80fd\u6d4b\u51fa\u6765\u3002\u60f3\u8c61\u4e00\u5e74\u540e DeepSeek \u80fd\u51fa\u8d85\u7ea7\u4fbf\u5b9c\u4e14\u5f00\u6e90\u7684 Claude Opus \u7ea7\u522b\u667a\u80fd\uff0c\u73b0\u5728\u6211\u8981\u82b1\u4e00\u4e2a\u6708\u4e94\u5343\uff08\u867d\u7136\u4e0d\u662f\u6211\u51fa\u94b1\uff09\u62e5\u6709\u7684\u667a\u80fd\uff0c\u5c06\u4f1a\u53d8\u5f97\u591a\u5e73\u4ef7\u3002<\/p>\n<p>\u4e0d\u8fc7\u53ea\u662f\u5728\u8bf4\u8fd9\u4e2a\u53d1\u5c55\u8d8b\u52bf\uff0c\u5e76\u6ca1\u6709\u975e\u5e38\u770b\u597d AI \u7684\u610f\u601d\uff0c\u6240\u6709\u4eba\u90fd\u6709\u4e00\u767e\u4e07\u7b49\u4e8e\u6240\u6709\u4eba\u90fd\u6ca1\u6709\uff0c\u4e5f\u4e0d\u7528\u5bf9\u672a\u6765\u6709\u592a\u9ad8\u7684\u671f\u671b\u3002\u4e0d\u8fc7\u5982\u679c\u4f60\u662f\u5f88\u6709\u521b\u4f5c\u6b32\u7684\u4eba\uff0c\u6211\u89c9\u5f97\u662f\u5229\u597d\u7684\u3002AI \u505a\u4e86\u5f88\u591a\u6267\u884c\u548c\u81ea\u52a8\u5316\u4e4b\u540e\uff0c\u4eba\u53ef\u4ee5\u628a\u65f6\u95f4\u653e\u5728\u66f4\u9ad8\u7ef4\u5ea6\u7684\u5de5\u4f5c\u4e0a\u53bb\u3002<\/p>\n<h2 id=\"_4\">\u4fdd\u6301\u6469\u64e6\u611f<\/h2>\n<p>\u6211\u524d\u9635\u5b50\u770b\u4e86\u4e00\u7bc7\u8bba\u6587\u8bb2\u505a\u56fe\u7247\u7f16\u8f91 agent\uff0c\u5f88\u7b80\u5355\u6734\u7d20\u7684\u505a\u6cd5\uff0c\u6211\u90fd\u80fd\u60f3\u5230\u90a3\u79cd\uff0c\u7ed9\u6211\u65f6\u95f4\u6211\u4e5f\u53ef\u4ee5\u505a\u4e2a\u4e03\u4e03\u516b\u516b\uff0c\u6211\u7684\u540c\u4e8b\u534a\u5e74\u524d\u5c31\u5c1d\u8bd5\u8fc7\u7c7b\u4f3c\u7684\u601d\u8def\u3002\u4f46\u662f\u534a\u5e74\u524d AI \u8fd8\u4e0d\u591f\u667a\u80fd\uff08\u5c24\u5176\u56fe\u50cf\u751f\u6210\u63a7\u5236\uff09\u3002\u8bba\u6587\u4e5f\u63d0\u5230\uff0c\u5982\u679c\u628a\u6a21\u578b\u6362\u6210\u7b28\u4e00\u70b9\u7684\uff0c\u6027\u80fd\u4f1a\u5927\u5e45\u5ea6\u4e0b\u964d\u3002\u6211\u89c9\u5f97\u6211\u73b0\u5728\u5c31\u662f\uff0c\u7b49\u5230\u4e86\u6a21\u578b\u8db3\u591f\u667a\u80fd\u7684\u4e00\u5929\uff01\u800c\u4e14\u8089\u773c\u53ef\u89c1\uff0c\u5b83\u8d8a\u667a\u80fd\u8d8a\u80fd\u653e\u5927\u6211\u7684\u4f18\u52bf\uff01<\/p>\n<p>\u54b1\u71ac\u5230\u5feb 35 \u5c81\u8fd9\u4e2a\u4e16\u754c\u7684\u7248\u672c\u624d\u7ec8\u4e8e\u8ffd\u4e0a\u4e86\u6211\u4eec\uff0cADHD 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