{"id":162,"date":"2026-04-23T11:49:17","date_gmt":"2026-04-23T03:49:17","guid":{"rendered":"https:\/\/geocommunity.vip\/?p=162"},"modified":"2026-04-23T11:49:17","modified_gmt":"2026-04-23T03:49:17","slug":"%e7%90%86%e8%a7%a3%e5%a4%a7%e6%a8%a1%e5%9e%8b%ef%bc%8c%e7%94%a8%e5%a5%bdvibe-coding%e3%80%82","status":"publish","type":"post","link":"https:\/\/geocommunity.vip\/index.php\/2026\/04\/23\/%e7%90%86%e8%a7%a3%e5%a4%a7%e6%a8%a1%e5%9e%8b%ef%bc%8c%e7%94%a8%e5%a5%bdvibe-coding%e3%80%82\/","title":{"rendered":"\u7406\u89e3\u5927\u6a21\u578b\uff0c\u7528\u597dVibe Coding\u3002"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u4e00\u3001AI\u662f\u600e\u4e48\u5b66\u4f1a\u601d\u8003\u7684\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">1950\u5e74\uff0c\u5927\u540d\u9f0e\u9f0e\u7684\u8ba1\u7b97\u673a\u79d1\u5b66\u4e4b\u7236Alan Turing\u63d0\u51fa\u4e86\u8457\u540d\u7684\u56fe\u7075\u6d4b\u8bd5\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u5982\u679c\u2f00\u4e2a\u2f08\u9694\u7740\u5899\u548c\u673a\u5668\u2f08\u804a\u5929\uff0c\u5982\u679c\u4e0d\u80fd\u5206\u8fa8\u5bf9\u2f45\u662f\u2f08\u8fd8\u662f\u673a\u5668\uff0c\u8fd9\u4e2a\u673a\u5668\u5c31\u7b97\u662f\u5177\u6709\u667a\u80fd\u4e86\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1\u3001\u89c4\u5219\u9a71\u52a8\u9636\u6bb5\uff08\u4e13\u5bb6\u7cfb\u7edf\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f\u4eba\u7c7b\u65e9\u671f\u5411\u5927\u6a21\u578b\u7684\u63a2\u7d22\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u5982\u679c \u770b\u5230\u2f51\u8338\u8338\u7684\u3001\u6709\u5c16\u2f7f\u6735\u7684\u3001\u6709\u2ed3\u5c3e\u5df4\u7684\u52a8\u7269\uff0c\u90a3\u4e48 \u5b83\u662f\u732b\u3002<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u8d28\u662f\u89c4\u5219\u7684\u7a77\u4e3e\uff0c\u5c06\u4eba\u7c7b\u7684\u77e5\u8bc6\u7f16\u5199\u6210\u65e0\u6570\u6761if else\u89c4\u5219\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c40\u9650\u6027\uff1a\u4e16\u754c\u592a\u8fc7\u4e8e\u590d\u6742\uff0c\u2f08\u2f12\u8d44\u6e90\u6709\u9650\uff0c\u4e0d\u53ef\u80fd\u5199\u2f0a\u6240\u6709\u89c4\u5219\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2\u3001\u673a\u5668\u5b66\u4e60\u9636\u6bb5\uff08\u6570\u636e\u5bfb\u627e\u89c4\u5f8b\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u903b\u8f91\uff1a<\/strong> \u4e0d\u518d\u624b\u5199\u89c4\u5219\uff0c\u800c\u662f\u7ed9\u673a\u5668\u6570\u636e\u548c\u7b54\u6848\uff0c\u8ba9\u5b83\u81ea\u5df1\u603b\u7ed3\u89c4\u5f8b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e09\u5927\u8def\u5f84\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u76d1\u7763\u5b66\u4e60\uff1a<\/strong> \u5e26\u6807\u7b7e\u8bad\u7ec3\uff08\u8fd9\u662f\u732b\uff0c\u90a3\u662f\u72d7\uff09\u3002<\/li>\n\n\n\n<li><strong>\u65e0\u76d1\u7763\u5b66\u4e60\uff1a<\/strong> \u81ea\u52a8\u805a\u7c7b\uff08\u81ea\u52a8\u533a\u5206\u65b0\u95fb\u7c7b\u522b\uff09\u3002<\/li>\n\n\n\n<li><strong>\u5f3a\u5316\u5b66\u4e60\uff1a<\/strong> \u5956\u52b1\u4e0e\u60e9\u7f5a\u673a\u5236\uff08\u5982 AlphaGo\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3\u3001\u6df1\u5ea6\u5b66\u4e60\u9636\u6bb5\uff08\u795e\u7ecf\u7f51\u7edc\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u903b\u8f91\uff1a<\/strong> \u6a21\u62df\u4eba\u8111\u795e\u7ecf\u5143\uff0c\u901a\u8fc7\u9690\u85cf\u5c42\uff08Hidden Layers\uff09\u81ea\u52a8\u63d0\u53d6\u548c\u7ec4\u5408\u7279\u5f81\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7a81\u7834\uff1a<\/strong> \u6446\u8131\u4e86\u4eba\u5de5\u63d0\u53d6\u7279\u5f81\u7684\u4f9d\u8d56\uff0c\u80fd\u591f\u5904\u7406\u66f4\u590d\u6742\u7684\u89c6\u89c9\u548c\u8bed\u8a00\u4efb\u52a1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5c40\u9650\uff1a<\/strong> \u64c5\u957f\u505a\u201c\u9009\u62e9\u9898\u201d\u548c\u201c\u5224\u65ad\u9898\u201d\uff0c\u7f3a\u4e4f\u771f\u6b63\u7684\u521b\u4f5c\u80fd\u529b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4\u3001Transformer \u67b6\u6784\u7a81\u7834<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5173\u952e\u8f6c\u6298\u70b9\uff1a<\/strong> 2017 \u5e74 Google \u63d0\u51fa \u300aAttention Is All You Need\u300b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u6280\u672f\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6ce8\u610f\u529b\u673a\u5236\uff08Attention\uff09\uff1a<\/strong> \u8ba9\u6a21\u578b\u80fd\u540c\u65f6\u770b\u5230\u5168\u53e5\uff0c\u6839\u636e\u4e0a\u4e0b\u6587\u7cbe\u51c6\u7406\u89e3\u8bcd\u4e49\u3002<\/li>\n\n\n\n<li><strong>\u5e76\u884c\u8ba1\u7b97\uff1a<\/strong> \u6781\u5927\u63d0\u5347\u4e86\u8bad\u7ec3\u6548\u7387\uff0c\u4e3a\u7b97\u529b\u7684\u201c\u91cf\u53d8\u5f15\u8d77\u8d28\u53d8\u201d\u5960\u5b9a\u57fa\u7840\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9488\u5bf9\u6ce8\u610f\u529b\u673a\u5236\uff0c\u4e3e\u4e2a\u4f8b\u5b50\uff1a\u201c\u6211\u4eca\u5929\u4e70\u4e86\u4e24\u4e2a \u82f9\u679c \uff0c\u6d17\u2f32\u51c0\u540e\u5c31\u5403\u4e86\u3002\u201d&#8221;\u82f9\u679c&#8221;\u8fd9\u4e2a\u8bcd\uff0c\u65e2\u53ef\u4ee5\u6307\u2f54\u679c\uff0c\u4e5f\u53ef\u4ee5\u6307\u82f9\u679c\u516c\u53f8\u3002\u5982\u679c\u662f\u4f20\u7edf\u6a21\u578b\uff0c\u53ef\u80fd\u53ea\u80fd\u6839\u636e\u8bcd\u5178\u505a\u673a\u68b0\u5339\u914d\uff0c\u2f46\u6cd5\u51c6\u786e\u5224\u65ad\u5177\u4f53\u542b\u4e49\u3002\u4f46\u5728\u6ce8\u610f\u2f12\u673a\u5236\u4e0b\uff0c\u6a21\u578b\u4f1a\u540c\u65f6\u5173\u6ce8\u201c\u82f9\u679c\u201d\u5468\u56f4\u7684\u4e0a\u4e0b\u2f42\u8bcd\u6c47\uff0c\u2f50\u5982\u201c\u4e24\u4e2a\u201d\u201c\u6d17\u2f32\u51c0\u201d\u201c\u5403\u4e86\u201d\uff0c\u5e76\u5bf9\u8fd9\u4e9b\u4e0e\u8bed\u4e49\u5f3a\u76f8\u5173\u7684\u4fe1\u606f\u8d4b\u4e88\u66f4\u2fbc\u6743\u91cd\uff0c\u56e0\u6b64\u80fd\u591f\u8fc5\u901f\u7406\u89e3\uff0c\u8fd9\u2fa5\u7684\u201c\u82f9\u679c\u201d\u6307\u7684\u662f\u2f54\u679c\uff0c\u2f7d\u4e0d\u662f\u516c\u53f8\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5\u3001\u57fa\u7840\u6a21\u578b\u4e0e\u6d8c\u73b0\u9636\u6bb5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u903b\u8f91\uff1a<\/strong> \u6d77\u91cf\u6570\u636e + \u5de8\u5927\u53c2\u6570 + \u5f3a\u608d\u7b97\u529b = \u57fa\u7840\u6a21\u578b\uff08Foundation Model\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u80fd\u529b\uff1a<\/strong> <strong>\u6d8c\u73b0\u80fd\u529b\uff1a<\/strong> \u8868\u73b0\u51fa\u903b\u8f91\u63a8\u7406\u3001\u4ee3\u7801\u751f\u6210\u3001\u60c5\u611f\u7406\u89e3\u7b49\u672a\u88ab\u663e\u5f0f\u8bbe\u8ba1\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ece\u9009\u62e9\u5230\u521b\u4f5c\uff1a<\/strong> AI \u4ece\u505a\u201c\u5224\u65ad\u9898\u201d\u8fdb\u5316\u5230\u505a\u201c\u586b\u7a7a\u9898\u201d\u548c\u201c\u4f5c\u6587\u9898\u201d\uff0c\u80fd\u591f\u4e3b\u52a8\u751f\u6210\u9ad8\u8d28\u91cf\u5185\u5bb9\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">6\u3001\u603b\u7ed3<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u7684\u8fdb\u5316\u672c\u8d28\u4e0a\u662f<strong>\u4eba\u7c7b\u5e72\u9884\u9010\u6e10\u51cf\u5c11\u3001\u673a\u5668\u81ea\u4e3b\u6027\u4e0d\u65ad\u589e\u5f3a<\/strong>\u7684\u8fc7\u7a0b\u3002\u73b0\u5728\u7684 AI \u5df2\u7ecf\u4ece\u4e00\u4e2a\u201c\u67e5\u8868\u673a\u5668\u201d\u8fdb\u5316\u6210\u4e86\u5177\u5907\u7406\u89e3\u529b\u4e0e\u521b\u9020\u529b\u7684\u201c\u6570\u5b57\u5927\u8111\u201d\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"683\" height=\"1024\" src=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-8-683x1024.png\" alt=\"\" class=\"wp-image-181\" style=\"aspect-ratio:0.6670028576231299;width:491px;height:auto\" srcset=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-8-683x1024.png 683w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-8-200x300.png 200w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-8-768x1152.png 768w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-8.png 1024w\" sizes=\"auto, (max-width: 683px) 100vw, 683px\" \/><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u5927\u6a21\u578b\u7684\u5e95\u5c42\u7279\u6027<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1\u3001\u6838\u5fc3\u601d\u60f3\uff1a\u9884\u6d4b\u4e0b\u4e00\u4e2a\u8bcd<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uff081\uff09<strong>\u7ed9\u5b9a\u524d\u2faf\u6240\u6709\u7684\u8bcd\uff0c\u901a\u8fc7\u6ce8\u610f\u2f12\u673a\u5236\u9884\u6d4b\u4e0b\u2f00\u4e2a\u8bcd\u6700\u53ef\u80fd\u662f\u4ec0\u4e48\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uff082\uff09\u4e3e\u4f8b\u8bf4\u660e:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"739\" height=\"558\" src=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/QQ_1776910508927.png\" alt=\"\" class=\"wp-image-164\" srcset=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/QQ_1776910508927.png 739w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/QQ_1776910508927-300x227.png 300w\" sizes=\"auto, (max-width: 739px) 100vw, 739px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">2\u3001\u4e0a\u4e0b\u6587\u7a97\u53e3<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">\uff081\uff09\u4e0a\u4e0b\u6587\u7a97\u53e3\u4e3a\u4ec0\u4e48\u4e0d\u80fd\u65e0\u9650\u6269\u5927<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u4e0b\u2f42\u7a97\u2f1d\u7684\u672c\u8d28\u662f\u6ce8\u610f\u2f12\u8ba1\u7b97\u7684\u8303\u56f4\u67b7\u9501\uff0c\u4e3a\u4ec0\u4e48\u6a21\u578b\u4e0d\u80fd\u2f46\u9650\u5236\u6269\u2f24\u4e0a\u4e0b\u2f42\u7a97\u2f1d\uff1f\u6838\u2f3c\u662f\u6ce8\u610f\u2f12\u8ba1\u7b97\u7684\u590d\u6742\u5ea6\u9677\u9631\u3002\u6211\u4eec\u5148\u660e\u786e\u2f00\u4e2a\u516c\u5f0f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u2f83\u6ce8\u610f\u2f12\u7684\u8ba1\u7b97\u590d\u6742\u5ea6 = O(n\u00b2)<\/li>\n\n\n\n<li>\u5176\u4e2d n \u662f\u8f93\u2f0a\u2f42\u672c\u7684 token \u6570\u91cf\uff0c\u8fd9\u4e2a\u516c\u5f0f\u7684\u610f\u601d\u662f\uff1a\u8ba1\u7b97\u91cf\u4f1a\u968f\u7740 token \u6570\u91cf\u7684\u589e\u52a0\u5448\u5e73\u2f45\u7ea7\u7206\u70b8\u589e\u2ed3\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"702\" height=\"273\" src=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/QQ_1776910915566.png\" alt=\"\" class=\"wp-image-165\" srcset=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/QQ_1776910915566.png 702w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/QQ_1776910915566-300x117.png 300w\" sizes=\"auto, (max-width: 702px) 100vw, 702px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5c31\u662f\u6570\u5b66\u8fb9\u754c\u7684\u6838\u2f3c\u67b7\u9501\uff1a\u54ea\u6015\u4f60\u60f3\u628a\u7a97\u2f1d\u4ece 8192 \u6269\u5bb9\u5230 131072\uff0c\u8ba1\u7b97\u91cf\u4f1a\u4ece 6700 \u4e07\u66b4\u6da8\u5230170 \u4ebf\uff0c\u663e\u5b58\u9700\u6c42\u4ece 262MB \u6da8\u5230 65.5GB\uff0c\u666e\u901a\u786c\u4ef6\u6839\u672c\u625b\u4e0d\u4f4f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uff082\uff09\u4e0a\u4e0b\u6587\u7a97\u53e3\u8d8a\u5927\uff0c\u653e\u5165\u5185\u5bb9\u8d8a\u591a\u5c31\u8d8a\u597d\u5417\uff1f<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u7a97\u2f1d\u53d8\u2f24\uff0c\u4e0d\u7b49\u4e8e\u6a21\u578b\u5c31\u80fd\u7a33\u5b9a\u7406\u89e3\u548c\u5229\u2f64\u5168\u90e8\u5185\u5bb9\u3002\u539f\u56e0\u5728\u4e8e\uff0c\u2f24\u6a21\u578b\u5e76\u4e0d\u662f\u50cf\u6570\u636e\u5e93\u2f00\u6837\u201c\u7cbe\u786e\u5b58\u50a8\u5e76\u8c03\u2f64\u524d\u2f42\u201d\uff0c\u2f7d\u662f\u5728\u2f63\u6210\u6bcf\u4e2a token \u65f6\uff0c\u52a8\u6001\u5730\u4ece\u6574\u6bb5\u4e0a\u4e0b\u2f42\u4e2d\u5206\u914d\u6ce8\u610f\u2f12\u3002\u5f53\u5185\u5bb9\u8d8a\u6765\u8d8a\u591a\u65f6\uff0c\u4f1a\u51fa\u73b0\u2f0f\u4e2a\u5178\u578b\u95ee\u9898\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6ce8\u610f\u2f12\u88ab\u7a00\u91ca\uff1a\u524d\u2faf\u5199\u2f0a\u7684\u89c4\u5219\u867d\u7136\u8fd8\u5728\u7a97\u2f1d\u2fa5\uff0c\u4f46\u5728\u2f24\u91cf\u65b0\u5185\u5bb9\u51b2\u5237\u4e0b\uff0c\u6743\u91cd\u4f1a\u4e0d\u65ad\u4e0b\u964d\u3002<\/li>\n\n\n\n<li>\u6a21\u578b\u66f4\u504f\u5411\u6700\u8fd1\u4fe1\u606f\uff1a\u79bb\u5f53\u524d\u95ee\u9898\u66f4\u8fd1\u7684\u5185\u5bb9\uff0c\u901a\u5e38\u66f4\u5bb9\u6613\u5728\u6ce8\u610f\u2f12\u7ade\u4e89\u4e2d\u5360\u4f18\u3002<\/li>\n\n\n\n<li>\u4e2d\u95f4\u533a\u57df\u6700\u5bb9\u6613\u88ab\u5ffd\u7565<\/li>\n\n\n\n<li>\u4fe1\u566a\u2f50\u4e0b\u964d\uff1a\u4e0a\u4e0b\u2f42\u8d8a\u2ed3\uff0c\u2f46\u5173\u4fe1\u606f\u3001\u91cd\u590d\u4fe1\u606f\u3001\u5f31\u76f8\u5173\u4fe1\u606f\u8d8a\u591a\uff0c\u6a21\u578b\u7b5b\u9009\u91cd\u70b9\u548c\u7ef4\u6301\u63a8\u7406\u2f00\u81f4\u6027\u7684\u96be\u5ea6\u8d8a\u2f24\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u603b\u800c\u8a00\u4e4b\uff1a\u4fe1\u606f\u8d8a\u591a\uff0c\u6a21\u578b\u8d8a\u5bb9\u6613\u5931\u7126\uff1b\u7ea6\u675f\u8d8a\u2ed3\uff0c\u6a21\u578b\u8d8a\u5bb9\u6613\u9057\u5fd8\uff1b\u2f7d\u4e14\u4e2d\u95f4\u533a\u57df\u7684\u4fe1\u606f\u6700\u5bb9\u6613\u5728\u6ce8\u610f\u2f12\u7ade\u4e89\u4e2d\u88ab\u6df9\u6ca1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\u5728\u6211\u4eec\u548cAI\u5bf9\u8bdd\u6216\u8005Vibe Coding\u4e2d\uff0c\u5e94\u8be5\u53ca\u65f6\u5f00\u542f\u65b0\u5bf9\u8bdd\u6216\u8005\u538b\u7f29\u4e0a\u4e0b\u6587\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001Claude Code<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1\u3001\u5e95\u5c42\u7684\u8fd0\u884c\u903b\u8f91<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"713\" height=\"230\" src=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/QQ_1776911876654.png\" alt=\"\" class=\"wp-image-170\" srcset=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/QQ_1776911876654.png 713w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/QQ_1776911876654-300x97.png 300w\" sizes=\"auto, (max-width: 713px) 100vw, 713px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Claude Code \u7684\u6838\u2f3c\u4e0d\u662f&#8221;\u56de\u7b54&#8221;\uff0c\u2f7d\u662f\u2f00\u4e2a\u53cd\u590d\u5faa\u73af\u7684\u4ee3\u7406\u8fc7\u7a0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"425\" height=\"123\" src=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/QQ_1776911921928.png\" alt=\"\" class=\"wp-image-171\" srcset=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/QQ_1776911921928.png 425w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/QQ_1776911921928-300x87.png 300w\" sizes=\"auto, (max-width: 425px) 100vw, 425px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">2\u3001\u4e0a\u4e0b\u6587\u7684\u6d88\u8017\u60c5\u51b5<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-5-1024x683.png\" alt=\"\" class=\"wp-image-172\" style=\"aspect-ratio:1.4992888417882142;width:727px;height:auto\" srcset=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-5-1024x683.png 1024w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-5-300x200.png 300w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-5-768x512.png 768w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-5.png 1536w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u6240\u4ee5\uff0c\u5728\u6211\u4eecVibe Coding\u65f6\uff0c\u4e0d\u8981\u52a0\u8f7d\u6ca1\u7528\u7684MCP\uff0c\u4f1a\u5f88\u5927\u7a0b\u5ea6\u5360\u7528\u4e0a\u4e0b\u6587\uff0c\u5e76\u52a0\u5feb\u4e86Token\u7684\u6d88\u8017\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3\u3001Plan Mode<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"580\" src=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/e592945abd8a5e279de09dedeb4f8852-1024x580.png\" alt=\"\" class=\"wp-image-173\" style=\"width:724px;height:auto\" srcset=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/e592945abd8a5e279de09dedeb4f8852-1024x580.png 1024w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/e592945abd8a5e279de09dedeb4f8852-300x170.png 300w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/e592945abd8a5e279de09dedeb4f8852-768x435.png 768w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/e592945abd8a5e279de09dedeb4f8852.png 1231w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u5728 Claude Code \u4e2d\uff0c\u901a\u8fc7 <code>Shift + Tab<\/code> \u5373\u53ef\u5feb\u901f\u5207\u5165 <strong>Plan Mode\uff08\u8ba1\u5212\u6a21\u5f0f\uff09<\/strong>\u3002\u8be5\u6a21\u5f0f\u7684\u6838\u5fc3\u5728\u4e8e<strong>\u89e3\u8026\u201c\u63a2\u7d22\u201d\u4e0e\u201c\u6267\u884c\u201d<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u53ea\u8bfb\u63a2\u7d22\uff0c\u8fb9\u754c\u5148\u884c\uff1a<\/strong> \u5728\u8be5\u9636\u6bb5\uff0cClaude \u4ec5\u8fdb\u884c\u53ea\u8bfb\u64cd\u4f5c\u3002\u4f60\u53ef\u4ee5\u5f15\u5bfc\u5b83\u4f18\u5148\u6f84\u6e05\u76ee\u6807\u3001\u5212\u5b9a\u8fb9\u754c\u5e76\u63a8\u6f14\u67b6\u6784\uff0c\u800c\u4e0d\u76f4\u63a5\u4fee\u6539\u4ee3\u7801\u3002<\/li>\n\n\n\n<li><strong>\u540e\u7f6e\u6267\u884c\uff0c\u964d\u4f4e\u5bb9\u9519\uff1a<\/strong> \u53ea\u6709\u5728\u65b9\u6848\u8fbe\u6210\u5171\u8bc6\u540e\uff0c\u624d\u4f1a\u8fdb\u5165\u6267\u884c\u9636\u6bb5\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u5efa\u8bae\uff1a<\/strong> \u65e0\u8bba\u662f\u5f00\u53d1\u65b0\u529f\u80fd\u8fd8\u662f\u4fee\u590d\u590d\u6742 Bug\uff0c\u517b\u6210\u201c\u5148\u8ba1\u5212\u3001\u540e\u52a8\u624b\u201d\u7684\u4e60\u60ef\u3002\u8fd9\u4e0d\u4ec5\u80fd\u901a\u8fc7\u6df1\u5ea6\u8ba8\u8bba\u89c4\u907f\u903b\u8f91\u504f\u5dee\uff0c\u8fd8\u80fd\u663e\u8457\u964d\u4f4e\u56e0\u65e0\u6548\u4ee3\u7801\u4fee\u6539\u800c\u4ea7\u751f\u7684 Token \u635f\u8017\uff0c\u5b9e\u73b0\u6548\u7387\u4e0e\u6210\u672c\u7684\u53cc\u8d62\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4\u3001Subagents<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">\uff081\uff09\u4e3a\u4ec0\u4e48\u7528\uff1f<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u2f24\u7684\u4ef7\u503c\u4e0d\u662f&#8221;\u5e76\u2f8f&#8221;\uff0c\u2f7d\u662f\u9694\u79bb\uff0c\u626b\u4ee3\u7801\u5e93\u3001\u8dd1\u6d4b\u8bd5\u3001\u505a\u5ba1\u67e5\u8fd9\u7c7b\u4f1a\u4ea7\u2f63\u2f24\u91cf\u8f93\u51fa\u7684\u4e8b\uff0c\u585e\u8fdb\u4e3b\u7ebf\u7a0b\u5f88\u5feb\u5c31\u628a\u6709\u6548\u4e0a\u4e0b\u2f42\u6324\u6ca1\u4e86\uff0c\u4ea4\u7ed9 Subagent \u505a\uff0c\u4e3b\u7ebf\u7a0b\u53ea\u62ff\u2f00\u4e2a\u6458\u8981\uff0c\u2f32\u51c0\u5f88\u591a\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uff082\uff09\u521b\u5efa\u65b9\u6cd5<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b98\u65b9\u6587\u6863\uff1a<a href=\"https:\/\/code.claude.com\/docs\/zh-CN\/sub-agents\">\u521b\u5efa\u81ea\u5b9a\u4e49 subagents &#8211; Claude Code Docs<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Claude Code\u672c\u8eab\u542b\u6709\u5185\u7f6e\u7684agents\uff1a<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"914\" height=\"243\" src=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/QQ_1776914053893.png\" alt=\"\" class=\"wp-image-176\" style=\"aspect-ratio:3.7615449202350963;width:571px;height:auto\" srcset=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/QQ_1776914053893.png 914w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/QQ_1776914053893-300x80.png 300w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/QQ_1776914053893-768x204.png 768w\" sizes=\"auto, (max-width: 914px) 100vw, 914px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u5982\u4f55\u81ea\u5b9a\u4e49agents\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\u79cd\u662f\/agent\u4ea4\u4e92\u5f0f\u521b\u5efa\uff0c\u6709\u5f15\u5bfc\u754c\u9762\uff0c\u9002\u5408\u65b0\u624b\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"612\" src=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/757f827adae1ec9ca7a2e2b1169f0e32-1024x612.png\" alt=\"\" class=\"wp-image-175\" style=\"aspect-ratio:1.6732518030730636;width:721px;height:auto\" srcset=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/757f827adae1ec9ca7a2e2b1169f0e32-1024x612.png 1024w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/757f827adae1ec9ca7a2e2b1169f0e32-300x179.png 300w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/757f827adae1ec9ca7a2e2b1169f0e32-768x459.png 768w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/757f827adae1ec9ca7a2e2b1169f0e32.png 1235w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\u79cd\u662f\u5728 .claude\/agents\/ \u76ee\u5f55\u4e0b\u521b\u5efa .md \u6587\u4ef6<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bd4\u5982\u5728\u4f60\u7684\u9879\u76ee\u91cc\u521b\u5efa .claude\/agents\/code-reviewer.md\uff1a<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">name: code-reviewer<br>description: \u4ee3\u7801\u5ba1\u67e5\u4e13\u5bb6\u3002\u5f53\u4ee3\u7801\u6539\u52a8\u5b8c\u6210\u540e\u81ea\u52a8\u4f7f\u7528\u3002<br>tools: Read, Glob, Grep, Bash<br>model: sonnet<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u662f\u4e00\u4e2a\u9ad8\u7ea7\u4ee3\u7801\u5ba1\u67e5\u5458\u3002\u5ba1\u67e5\u4ee3\u7801\u8d28\u91cf\u3001\u5b89\u5168\u6027\u548c\u6700\u4f73\u5b9e\u8df5\u3002<br>\u5173\u6ce8\uff1aSQL\u6ce8\u5165\u3001XSS\u3001\u9519\u8bef\u5904\u7406\u3001\u4ee3\u7801\u91cd\u590d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4fdd\u5b58\u540e\u76f4\u63a5\u5c31\u80fd\u7528\u4e86\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\uff083\uff09\u5982\u4f55\u7528\uff1f<\/h4>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-6-1024x683.png\" alt=\"\" class=\"wp-image-177\" style=\"aspect-ratio:1.4992888417882142;width:703px;height:auto\" srcset=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-6-1024x683.png 1024w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-6-300x200.png 300w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-6-768x512.png 768w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-6.png 1536w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u7136\uff0c\u5982\u679c\u81ea\u5b9a\u4e49\u4e86agent\uff1acode-reviewer\uff0c\u90a3\u4e48\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u4e24\u79cd\u65b9\u5f0f\u542f\u52a8\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7528 code-reviewer \u5e2e\u6211\u770b\u770b\u6700\u8fd1\u6539\u52a8\u7684\u4ee3\u7801<\/li>\n\n\n\n<li>@code-reviewer \u770b\u770b auth \u6a21\u5757\u7684\u6539\u52a8<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5\u3001Skill<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f4\u63a5\u770b\u5e16\u5b50\uff0c\u5f88\u8be6\u7ec6\u4e86\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/linux.do\/t\/topic\/1923706\">\u5982\u4f55\u5199\u4e00\u4e2a\u597d\u7684skill \u8ba9\u4f60\u7684\u6548\u7387\u52a0\u500d &#8211; \u6587\u6863\u5171\u5efa &#8211; LINUX DO<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6\u3001Hooks<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">\uff081\uff09\u4ecb\u7ecd\u548c\u4f7f\u7528<\/h4>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"683\" height=\"1024\" src=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-9-683x1024.png\" alt=\"\" class=\"wp-image-182\" style=\"aspect-ratio:0.6669956378422123;width:587px;height:auto\" srcset=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-9-683x1024.png 683w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-9-200x300.png 200w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-9-768x1152.png 768w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-9.png 1024w\" sizes=\"auto, (max-width: 683px) 100vw, 683px\" \/><\/figure>\n<\/div>\n\n\n<h4 class=\"wp-block-heading\">\uff082\uff09\u4e0eskill\u7684\u533a\u522b<\/h4>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"683\" height=\"1024\" src=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-10-683x1024.png\" alt=\"\" class=\"wp-image-185\" style=\"aspect-ratio:0.6669986483602476;width:585px;height:auto\" srcset=\"https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-10-683x1024.png 683w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-10-200x300.png 200w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-10-768x1152.png 768w, https:\/\/geocommunity.vip\/wp-content\/uploads\/2026\/04\/image-10.png 1024w\" sizes=\"auto, (max-width: 683px) 100vw, 683px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">skill\u4e0d\u53ef\u63a7\uff0chooks\u5b8c\u5168\u53ef\u63a7\uff0c\u5fc5\u8981\u9700\u6c42\u7528hooks\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6\u3001\u4e0a\u4e0b\u6587\u538b\u7f29<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Continue\uff0c\u7ee7\u7eed\u5728\u540c\u2f00\u4e2a\u4f1a\u8bdd\u2fa5\u53d1\u4e0b\u2f00\u6761\u6d88\u606f<\/li>\n\n\n\n<li>\/rewind\uff08esc 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