{"id":8,"date":"2026-05-18T11:43:15","date_gmt":"2026-05-18T11:43:15","guid":{"rendered":"http:\/\/kushan.net\/?p=8"},"modified":"2026-05-18T11:43:15","modified_gmt":"2026-05-18T11:43:15","slug":"vibe-trading%ef%bc%9a%e7%94%a8ai-agent%e5%81%9a%e9%87%8f%e5%8c%96%e4%ba%a4%e6%98%93%e7%9a%84%e9%9d%a9%e5%91%bd%e6%80%a7%e6%96%b9%e6%a1%88","status":"publish","type":"post","link":"https:\/\/kushan.net\/?p=8","title":{"rendered":"Vibe Trading\uff1a\u7528AI Agent\u505a\u91cf\u5316\u4ea4\u6613\u7684\u9769\u547d\u6027\u65b9\u6848"},"content":{"rendered":"<p>\u5728\u4f20\u7edf\u91cf\u5316\u4ea4\u6613\u4e2d\uff0c\u7b56\u7565\u5f80\u5f80\u662f\u89c4\u5219\u9a71\u52a8\u7684\u2014\u2014\u6280\u672f\u6307\u6807\u89e6\u53d1\u67d0\u4e2a\u9608\u503c\u5c31\u4e70\u5165\u6216\u5356\u51fa\u3002\u4f46\u771f\u5b9e\u4e16\u754c\u7684\u4ea4\u6613\u51b3\u7b56\u8fdc\u6bd4\u8fd9\u590d\u6742\uff1a\u4f60\u9700\u8981\u5206\u6790K\u7ebf\u5f62\u6001\u3001\u5224\u65ad\u5e02\u573a\u8d8b\u52bf\u3001\u63a7\u5236\u98ce\u9669\u5934\u5bf8\uff0c\u8fd8\u9700\u8981\u5728\u4e0d\u540c\u89c2\u70b9\u4e4b\u95f4\u8fdb\u884c\u535a\u5f08\u3002<\/p>\n<p>Vibe Trading\uff08<a href=\"https:\/\/github.com\/encyc\/vibe-trading\" target=\"_blank\">GitHub\u5f00\u6e90<\/a>\uff09\u6b63\u662f\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u800c\u751f\u2014\u2014\u5b83\u662f\u4e00\u4e2a\u771f\u6b63\u7528AI\u601d\u8003\u3001\u8fa9\u8bba\u3001\u51b3\u7b56\u7684\u591aAgent\u91cf\u5316\u4ea4\u6613\u7cfb\u7edf\u3002<\/p>\n<h2>\u6838\u5fc3\u7406\u5ff5\uff1aAI\u6a21\u62df\u4ea4\u6613\u56e2\u961f<\/h2>\n<p>\u968f\u7740Claude\u3001GPT-4\u7b49\u5927\u8bed\u8a00\u6a21\u578b\u7684\u80fd\u529b\u7a81\u7834\uff0cVibe Trading\u7528\u591a\u4e2aAI Agent\u6765\u6a21\u62df\u771f\u5b9e\u4ea4\u6613\u56e2\u961f\u7684\u89d2\u8272\u5206\u5de5\uff1a<\/p>\n<ul>\n<li><strong>\u6280\u672f\u5206\u6790<\/strong>\uff1a\u89e3\u8bfbK\u7ebf\u5f62\u6001\u3001\u8ba1\u7b97\u6280\u672f\u6307\u6807\u3001\u8bc6\u522b\u652f\u6491\u963b\u529b\u4f4d<\/li>\n<li><strong>\u5b8f\u89c2\u5224\u65ad<\/strong>\uff1a\u5206\u6790\u5e02\u573a\u8d8b\u52bf\uff08\u591a\u5934\/\u7a7a\u5934\/\u9707\u8361\uff09\u3001\u6574\u4f53\u60c5\u7eea\u3001\u91cd\u5927\u4e8b\u4ef6\u5f71\u54cd<\/li>\n<li><strong>\u98ce\u9669\u7ba1\u7406<\/strong>\uff1a\u4ed3\u4f4d\u63a7\u5236\u3001\u52a8\u6001\u6b62\u635f\u6b62\u76c8\u3001\u56de\u64a4\u7ba1\u7406<\/li>\n<li><strong>\u51b3\u7b56\u8fa9\u8bba<\/strong>\uff1a\u591a\u65b9\u89c2\u70b9\u535a\u5f08\uff0c\u907f\u514d\u5355\u4e00\u504f\u89c1\u5bfc\u81f4\u7684\u9519\u8bef\u51b3\u7b56<\/li>\n<\/ul>\n<h2>\u7cfb\u7edf\u67b6\u6784\uff1a\u4e09\u7ebf\u7a0b + \u591aAgent<\/h2>\n<p>\u7cfb\u7edf\u91c7\u7528\u4e09\u7ebf\u7a0b\u67b6\u6784\uff1a<\/p>\n<ul>\n<li><strong>Macro Thread\uff08\u5b8f\u89c2\u7ebf\u7a0b\uff09<\/strong>\uff1a\u6bcf\u5c0f\u65f6\u5206\u6790\u4e00\u6b21\u5b8f\u89c2\u73af\u5883\uff0c\u5224\u65ad\u5e02\u573a\u65b9\u5411<\/li>\n<li><strong>Signal Thread\uff08\u4fe1\u53f7\u7ebf\u7a0b\uff09<\/strong>\uff1a\u5b9e\u65f6\u76d1\u63a7\u6280\u672f\u6307\u6807\uff0c\u751f\u6210\u4ea4\u6613\u4fe1\u53f7<\/li>\n<li><strong>Execution Thread\uff08\u6267\u884c\u7ebf\u7a0b\uff09<\/strong>\uff1a\u8d1f\u8d23\u8ba2\u5355\u6267\u884c\u3001\u4ed3\u4f4d\u7ba1\u7406\u548c\u98ce\u63a7<\/li>\n<\/ul>\n<h2>\u6570\u636e\u6e90<\/h2>\n<p>\u652f\u63016\u8def\u6570\u636e\u6e90\uff1aTushare\u3001AKShare\u3001yfinance\u3001OKX\u3001CCXT\u3001\u5bcc\u9014\u3002\u7cfb\u7edf\u4f1a\u81ea\u52a8\u9009\u62e9\u6700\u4f73\u6570\u636e\u6e90\uff0c\u5982\u679c\u4e00\u8def\u6302\u4e86\u81ea\u52a8\u5207\u6362\uff0c\u7528\u6237\u65e0\u9700\u64cd\u5fc3\u3002<\/p>\n<h2>\u7279\u8272\u529f\u80fd\uff1aShadow Account\uff08\u5f71\u5b50\u8d26\u6237\uff09<\/h2>\n<p>\u8fd9\u662fVibe Trading\u6700\u72ec\u7279\u7684\u529f\u80fd\uff0c\u4e5f\u662f\u5176\u4ed6\u5f00\u6e90\u91cf\u5316\u6846\u67b6\u6ca1\u6709\u7684\u3002\u5b83\u4e0d\u56de\u6d4b\u7b56\u7565\uff0c\u800c\u662f\u5206\u6790\u4f60<strong>\u81ea\u5df1\u7684\u771f\u5b9e\u4ea4\u6613\u8bb0\u5f55<\/strong>\uff1a<\/p>\n<ol>\n<li>\u4e0a\u4f20\u5238\u5546\u4ea4\u5272\u5355\uff08\u652f\u6301\u540c\u82b1\u987a\u3001\u4e1c\u65b9\u8d22\u5bcc\u3001\u5bcc\u9014\u53ca\u901a\u7528CSV\uff09<\/li>\n<li>\u89e3\u6790\u4f60\u7684\u4ea4\u6613\u884c\u4e3a\uff0c\u8f93\u51fa\u884c\u4e3a\u753b\u50cf\uff08\u6301\u4ed3\u5929\u6570\u3001\u80dc\u7387\u3001\u76c8\u4e8f\u6bd4\u3001\u6700\u5927\u56de\u64a4\uff09<\/li>\n<li>\u8bca\u65ad\u56db\u79cd\u5e38\u89c1\u5fc3\u7406\u504f\u89c1\uff1a\n<ul>\n<li>\u5904\u7f6e\u6548\u5e94\uff1a\u8d5a\u4e86\u5c31\u8dd1\u3001\u4e8f\u4e86\u6b7b\u625b<\/li>\n<li>\u8fc7\u5ea6\u4ea4\u6613\uff1a\u9891\u7e41\u4e70\u5356\u4ea4\u624b\u7eed\u8d39<\/li>\n<li>\u8ffd\u6da8\u6740\u8dcc\uff1a\u8ddf\u7740\u60c5\u7eea\u8d70<\/li>\n<li>\u951a\u5b9a\u6548\u5e94\uff1a\u6b7b\u76ef\u6210\u672c\u4ef7\u4e0d\u653e<\/li>\n<\/ul>\n<\/li>\n<li>\u63d0\u53d6\u4f60\u7684\u5f71\u5b50\u7b56\u7565\uff0c\u56de\u6d4b\u5bf9\u6bd4\uff0c\u8f93\u51fa\u5ba1\u8ba1\u62a5\u544a<\/li>\n<\/ol>\n<p>\u6838\u5fc3\u95ee\u9898\uff1a<strong>\u5982\u679c\u4f60\u4e25\u683c\u6309\u7167\u7b56\u7565\u64cd\u4f5c\u80fd\u8d5a\u591a\u5c11\uff1f\u4f60\u5b9e\u9645\u64cd\u4f5c\u8d5a\u4e86\u591a\u5c11\uff1f\u4e2d\u95f4\u5dee\u7684\u5c31\u662f\u5fc3\u7406\u504f\u89c1\u7684\u4ee3\u4ef7\u3002<\/strong>\u6bcf\u4e2a\u4ea4\u6613\u8005\u90fd\u8be5\u77e5\u9053\u8fd9\u4e2a\u7b54\u6848\u3002<\/p>\n<h2>\u6280\u672f\u4eae\u70b9<\/h2>\n<h3>\u4e94\u5c42\u4e0a\u4e0b\u6587\u538b\u7f29<\/h3>\n<p>\u91cf\u5316\u7814\u7a76\u4f1a\u8bdd\u5f80\u5f80\u5f88\u957f\uff0c\u5bb9\u6613\u8d85\u51faAI\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002Vibe Trading\u505a\u4e86\u4e94\u5c42\u538b\u7f29\u673a\u5236\uff0c\u8ba9Agent\u53ef\u4ee5\u5904\u7406\u8d85\u957f\u7814\u7a76\u4f1a\u8bdd\u3002<\/p>\n<h3>74\u4e2a\u6280\u80fd\u6309\u9700\u52a0\u8f7d<\/h3>\n<p>\u6bcf\u4e2a\u6280\u80fd\u662f\u4e00\u4e2aSKILL.md + examples.md\uff0cAgent\u7684load_skill\u5de5\u5177\u6309\u9700\u52a0\u8f7d\uff0c\u4e0d\u4f1a\u4e00\u6b21\u6027\u585e\u6ee1\u4e0a\u4e0b\u6587\u3002\u6280\u80fd\u652f\u6301\u589e\u5220\u6539\u67e5\uff0c\u77e5\u8bc6\u5e93\u53ef\u4ee5\u6301\u7eed\u79ef\u7d2f\u3002<\/p>\n<h3>Swarm\u57fa\u4e8e\u771f\u5b9e\u6570\u636e\u8fa9\u8bba<\/h3>\n<p>Agent\u8fa9\u8bba\u524d\u5148\u62c9\u53d6\u771f\u5b9e\u5e02\u573a\u6570\u636e\uff0c\u907f\u514d\u7a7a\u5bf9\u7a7a\u3002\u6267\u884c\u5f15\u64ce\u662fDAG\u8c03\u5ea6\uff0c\u652f\u6301\u6d41\u5f0f\u8f93\u51fa\u548c\u6301\u4e45\u5316\u62a5\u544a\u3002<\/p>\n<h3>MCP Server\u652f\u6301<\/h3>\n<p>Vibe Trading\u53ef\u4ee5\u4f5c\u4e3a\u4e00\u4e2aMCP Server\u63a5\u5165Claude Desktop\u3001Cursor\u7b49\u5de5\u5177\uff0c\u66b4\u973222\u4e2a\u91d1\u878d\u5206\u6790\u5de5\u5177\uff08\u5176\u4e2d21\u4e2a\u4e0d\u9700\u8981API key\uff09\u3002<\/p>\n<h2>\u4f7f\u7528\u65b9\u5f0f<\/h2>\n<p>\u4e09\u79cd\u8def\u5f84\uff1a<\/p>\n<ul>\n<li><strong>CLI\u547d\u4ee4\u884c<\/strong>\uff1apip install\u540e\u8fd0\u884cvibe-trading\u542f\u52a8\u4ea4\u4e92\u5f0f\u7ec8\u7aef<\/li>\n<li><strong>Web UI<\/strong>\uff1a\u8fd0\u884cvibe-trading serve\u542f\u52a8FastAPI\u540e\u7aef+React\u524d\u7aef<\/li>\n<li><strong>MCP Server<\/strong>\uff1a\u63a5\u5165Claude Desktop\u7b49\u5de5\u5177<\/li>\n<\/ul>\n<h2>\u603b\u7ed3<\/h2>\n<p>Vibe Trading\u7684\u5b9a\u4f4d\u5f88\u6e05\u6670\uff1a<strong>\u7ed9\u6709\u4ea4\u6613\u60f3\u6cd5\u4f46\u4e0d\u4f1a\u5199\u4ee3\u7801\u7684\u4eba\u7528<\/strong>\u3002\u5b83\u4e0d\u662f\u7ed9\u4e13\u4e1a\u91cf\u5316\u7814\u7a76\u5458\u9020\u7684\u5de5\u5177\uff0c\u800c\u662f\u7ed9\u666e\u901a\u4ea4\u6613\u8005\u642d\u7684\u6865\u6881\u3002\u4e00\u53e5\u8bdd\u9a71\u52a8\uff0c\u4ece\u60f3\u6cd5\u5230\u56de\u6d4b\u62a5\u544a\u5168\u81ea\u52a8\uff0c\u95e8\u69db\u6781\u4f4e\u3002<\/p>\n<p>\u5bf9\u4e8e\u50cf\u6211\u8fd9\u6837\u5728\u5b9e\u76d8\u4ea4\u6613\u4e2d\u6478\u722c\u6eda\u6253\u7684\u4eba\uff0cShadow Account\u529f\u80fd\u5c24\u5176\u6709\u4ef7\u503c\u2014\u2014\u91cf\u5316\u4f60\u7684\u5fc3\u7406\u504f\u89c1\u5230\u5e95\u8ba9\u4f60\u5c11\u8d5a\u4e86\u591a\u5c11\uff0c\u8fd9\u53ef\u80fd\u6bd4\u4efb\u4f55\u6280\u672f\u6307\u6807\u90fd\u66f4\u6709\u610f\u4e49\u3002<\/p>\n<p>\u5f00\u6e90\u5730\u5740\uff1a<a href=\"https:\/\/github.com\/encyc\/vibe-trading\" target=\"_blank\">https:\/\/github.com\/encyc\/vibe-trading<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u4f20\u7edf\u91cf\u5316\u4ea4\u6613\u4e2d\uff0c\u7b56\u7565\u5f80\u5f80\u662f\u89c4\u5219\u9a71\u52a8\u7684\u2014\u2014\u6280\u672f\u6307\u6807\u89e6\u53d1\u67d0\u4e2a\u9608\u503c\u5c31\u4e70\u5165\u6216\u5356\u51fa\u3002\u4f46\u771f\u5b9e\u4e16\u754c\u7684\u4ea4\u6613\u51b3\u7b56\u8fdc\u6bd4\u8fd9\u590d\u6742\uff1a\u4f60 [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-8","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"blocksy_meta":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Vibe Trading\uff1a\u7528AI Agent\u505a\u91cf\u5316\u4ea4\u6613\u7684\u9769\u547d\u6027\u65b9\u6848 - \u5e93\u5c71\u7f51<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kushan.net\/?p=8\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Vibe Trading\uff1a\u7528AI Agent\u505a\u91cf\u5316\u4ea4\u6613\u7684\u9769\u547d\u6027\u65b9\u6848 - \u5e93\u5c71\u7f51\" \/>\n<meta property=\"og:description\" content=\"\u5728\u4f20\u7edf\u91cf\u5316\u4ea4\u6613\u4e2d\uff0c\u7b56\u7565\u5f80\u5f80\u662f\u89c4\u5219\u9a71\u52a8\u7684\u2014\u2014\u6280\u672f\u6307\u6807\u89e6\u53d1\u67d0\u4e2a\u9608\u503c\u5c31\u4e70\u5165\u6216\u5356\u51fa\u3002\u4f46\u771f\u5b9e\u4e16\u754c\u7684\u4ea4\u6613\u51b3\u7b56\u8fdc\u6bd4\u8fd9\u590d\u6742\uff1a\u4f60 [&hellip;]\" \/>\n<meta property=\"og:url\" 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