{"id":4781,"date":"2026-09-01T07:54:00","date_gmt":"2026-08-31T23:54:00","guid":{"rendered":"https:\/\/laoyulaoyu.com\/?p=4781"},"modified":"2026-08-22T15:55:09","modified_gmt":"2026-08-22T07:55:09","slug":"%e5%bd%93%e6%8b%86%e8%a7%a3%e8%bf%87ai-berkshire%e5%90%8e%ef%bc%8c%e5%8e%9f%e6%9d%a5%e7%94%a8%e7%9a%84ai%e6%8a%95%e7%a0%94%e7%bb%93%e8%ae%ba%e9%83%bd%e5%83%8f%e5%9c%a8%e8%af%b4%e6%ad%a3","status":"publish","type":"post","link":"https:\/\/laoyulaoyu.com\/index.php\/2026\/09\/01\/%e5%bd%93%e6%8b%86%e8%a7%a3%e8%bf%87ai-berkshire%e5%90%8e%ef%bc%8c%e5%8e%9f%e6%9d%a5%e7%94%a8%e7%9a%84ai%e6%8a%95%e7%a0%94%e7%bb%93%e8%ae%ba%e9%83%bd%e5%83%8f%e5%9c%a8%e8%af%b4%e6%ad%a3\/","title":{"rendered":"\u5f53\u62c6\u89e3\u8fc7AI Berkshire\u540e\uff0c\u539f\u6765\u7528\u7684AI\u6295\u7814\u7ed3\u8bba\u90fd\u50cf\u5728\u8bf4\u201c\u6b63\u786e\u7684\u5e9f\u8bdd\u201d"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u4f5c \u8005\uff1a<a href=\"https:\/\/www.laoyulaoyu.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8001\u4f59\u635e\u9c7c<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-cyan-bluish-gray-color\">\u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005\u3002<\/mark><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"900\" height=\"383\" src=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/cover-16.png\" alt=\"\" class=\"wp-image-4787\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/cover-16.png 900w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/cover-16-300x128.png 300w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/cover-16-768x327.png 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u6587\u4e2d\u793a\u4f8b\u4ec5\u7528\u4e8e\u6280\u672f\u8ba8\u8bba\uff0c\u4e0d\u6784\u6210\u4efb\u4f55\u64cd\u4f5c\u5efa\u8bae\u3002<br>\u91cf\u5316\u7b56\u7565\u5f00\u53d1\u5e94\u4ee5\u5b66\u4e60\u548c\u6280\u672f\u4ea4\u6d41\u4e3a\u76ee\u7684\u3002<br>\u672c\u53f7\u4e0d\u8350\u80a1\u3001\u4e0d\u5356\u8bfe\u3001\u4e0d\u627f\u8bfa\u6536\u76ca\u3002<br>\u5e02\u573a\u6709\u98ce\u9669\uff0c\u8bf7\u5408\u6cd5\u5408\u89c4\u6295\u8d44\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\">\u672c\u6587\u7ea6 2800 \u5b57 | \u9884\u8ba1\u9605\u8bfb 5-8 \u5206\u949f\uff0c\u540e\u6709\u5f00\u6e90\u9879\u76ee\u5730\u5740\uff0c\u5efa\u8bae\u5148\u6536\u85cf\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u00b7 \u00b7 \u00b7<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u6700\u8fd1\u770b\u4e86GitHub\u4e0a\u7684AI Berkshire\u3002\u8bfb\u8005\u91cc\u5982\u679c\u6709\u4eba\u5df2\u7ecf\u5237\u5230\u8fc7\u5b83\uff0c\u5927\u6982\u77e5\u9053\u5b83\u662f\u4e00\u4e2a\u201c\u7528 Claude Code \/ Codex \u505a\u4ef7\u503c\u6295\u8d44\u7814\u7a76\u201d\u7684\u5f00\u6e90\u9879\u76ee\u3002\u4f46\u6211\u5728\u628a\u5b83 underlying workflow \u62c6\u5f00\u4e4b\u540e\uff0c\u89c9\u5f97\u5b83\u66f4\u50cf\u4e00\u4e2a\u201c\u7814\u7a76\u7cfb\u7edf\u8bbe\u8ba1\u6837\u672c\u201d\uff0c\u800c\u4e0d\u53ea\u662f\u4e00\u4e2a\u6295\u8d44\u5206\u6790\u9879\u76ee\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u7bc7\u6587\u7ae0\u4e0d\u662f\u63a8\u8350\u9879\u76ee\uff0c\u6211\u60f3\u804a\u7684\u662f\uff1a\u5b83\u4e3a\u4ec0\u4e48\u503c\u5f97\u505a\u91cf\u5316\u3001\u505a AI \u5de5\u5177\u3001\u505a\u7814\u7a76\u7cfb\u7edf\u7684\u4eba\u8ba4\u771f\u770b\u4e00\u904d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u8fd9\u4e0d\u662f\u4e00\u4e2a\u9009\u80a1\u795e\u5668\uff0c\u800c\u662f\u4e00\u5957\u6295\u7814\u6d41\u6c34\u7ebf<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u9879\u76ee\u6700\u503c\u5f97\u770b\u7684\uff0c\u4e0d\u662f\u201cAI \u80fd\u4e0d\u80fd\u5e2e\u4f60\u5206\u6790\u80a1\u7968\u201d\uff0c\u800c\u662f\u5b83\u6709\u6ca1\u6709\u628a\u6295\u7814\u6d41\u7a0b\u505a\u6210\u53ef\u590d\u73b0\u7684\u5de5\u7a0b\u7cfb\u7edf\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/01-architecture-1024x575.png\" alt=\"\" class=\"wp-image-4786\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/01-architecture-1024x575.png 1024w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/01-architecture-300x169.png 300w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/01-architecture-768x431.png 768w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/01-architecture-1536x863.png 1536w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/01-architecture-2048x1151.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u56fe1\uff1aSkill \/ Agent \/ Tool \u4e09\u5c42\u7ed3\u6784<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\u5c42\u662f Skill \u5165\u53e3\uff0c\u4e2d\u95f4\u662f Agent \u5206\u5de5\uff0c\u7b2c\u4e09\u5c42\u662f\u6570\u636e\u548c\u9a8c\u8bc1\u5de5\u5177\u3002\u7528\u6237\u9762\u5bf9\u7684\u4e0d\u662f\u4e00\u4e2a\u804a\u5929\u6846\uff0c\u800c\u662f\u4e00\u7ec4\u660e\u786e\u7684\u5de5\u4f5c\u6d41\u5165\u53e3\uff1a\u6df1\u5ea6\u7814\u7a76\u3001\u8d22\u62a5\u7cbe\u8bfb\u3001\u884c\u4e1a\u7b5b\u9009\u3001\u6301\u4ed3\u590d\u76d8\u3001\u80a1\u4ef7\u5f02\u52a8\u5f52\u56e0\u3001\u5199\u6295\u7814\u6587\u7ae0\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"740\" height=\"869\" src=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/jg20260822150452.png\" alt=\"\" class=\"wp-image-4785\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/jg20260822150452.png 740w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/jg20260822150452-255x300.png 255w\" sizes=\"(max-width: 740px) 100vw, 740px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u56fe2\uff1a \u4e09\u5c42\u67b6\u6784\u7ec6\u5316\u5206\u6790\uff08\u672c\u56fe\u7247\u6765\u81ea\u4e8eGitHub\u539f\u6587\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ed3\u5e93\u5f53\u524d\u5bf9\u5916\u516c\u5f00\u7684 Skills \u6709 20 \u4e2a\uff0c\u8986\u76d6\u6df1\u5ea6\u7814\u7a76\u3001\u8d22\u62a5\u5206\u6790\u3001\u884c\u4e1a\u7b5b\u9009\u3001\u6301\u4ed3\u7ba1\u7406\u3001\u601d\u7ef4\u5de5\u5177\u4e94\u5927\u7c7b\u3002\u4f60\u53ef\u4ee5\u5728 README \u91cc\u76f4\u63a5\u770b\u5230\u8fd9\u4e9b\u5165\u53e3\uff1a<code>\/investment-research<\/code>\u3001<code>\/investment-team<\/code>\u3001<code>\/earnings-review<\/code>\u3001<code>\/industry-funnel<\/code>\u3001<code>\/news-pulse<\/code>\u7b49\u3002\u6bcf\u4e2a Skill \u90fd\u89c4\u5b9a\u4e86\u8f93\u5165\u3001\u8f93\u51fa\u3001\u9a8c\u8bc1\u6b65\u9aa4\u548c\u62a5\u544a\u7ed3\u6784\uff0c\u800c\u4e0d\u662f\u4e00\u53e5\u201c\u8bf7\u5e2e\u6211\u5206\u6790\u4e00\u4e0b\u817e\u8baf\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u505a\u91cf\u5316\u548c\u7814\u7a76\u7cfb\u7edf\u7684\u4eba\u6765\u8bb2\uff0c\u8fd9\u79cd\u201c\u628a\u590d\u6742\u4efb\u52a1\u62c6\u6210\u53ef\u8c03\u7528\u6d41\u7a0b\u201d\u7684\u601d\u8def\uff0c\u6bd4\u5355\u6b21\u95ee\u7b54\u66f4\u503c\u5f97\u501f\u9274\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u628a\u7814\u7a76 SOP \u7ffb\u8bd1\u6210\u4e86\u673a\u5668\u53ef\u6267\u884c\u7684 workflow\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u628a\u56db\u4f4d\u5927\u5e08\u7684\u65b9\u6cd5\u8bba\u62c6\u6210\u53ef\u6267\u884c\u5de5\u4f5c\u6d41<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI Berkshire \u628a\u5df4\u83f2\u7279\u3001\u8292\u683c\u3001\u6bb5\u6c38\u5e73\u3001\u674e\u5f55\u56db\u4e2a\u4eba\u7684\u89c6\u89d2\uff0c\u5206\u522b\u5d4c\u5165\u4e0d\u540c\u5206\u6790\u89d2\u8272\u3002\u4e00\u4e2a\u7814\u7a76\u4efb\u52a1\u4f1a\u88ab\u62c6\u6210\u5546\u4e1a\u6a21\u5f0f\u3001\u8d22\u52a1\u4f30\u503c\u3001\u884c\u4e1a\u7ade\u4e89\u3001\u98ce\u9669\u7ba1\u7406\u5c42\u56db\u4e2a\u7ef4\u5ea6\uff0c\u7531\u4e0d\u540c Agent \u72ec\u7acb\u5b8c\u6210\u3002\u6700\u540e\u4e0d\u662f\u7b80\u5355\u62fc\u7a3f\uff0c\u800c\u662f\u8ba9 Team Lead \u628a\u51b2\u7a81\u5224\u65ad\u6446\u51fa\u6765\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u56db\u4e2a\u4eba\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u5206\uff1f\u9879\u76ee\u91cc\u7684\u8bbe\u8ba1\u5176\u5b9e\u5f88\u6e05\u695a\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6bb5\u6c38\u5e73\uff1a<\/strong>\u8d1f\u8d23\u5148\u56de\u7b54\u201c\u8fd9\u662f\u4e0d\u662f\u4e00\u95e8\u597d\u751f\u610f\u201d\uff0c\u5305\u62ec\u6536\u5165\u7ed3\u6784\u3001\u5ba2\u6237\u4ef7\u503c\u3001\u590d\u8d2d\u673a\u5236\u3001\u751f\u6001\u9501\u5b9a\uff1b<\/li>\n\n\n\n<li><strong>\u5df4\u83f2\u7279\uff1a<\/strong>\u8d1f\u8d23\u56de\u7b54\u201c\u4ef7\u683c\u6709\u6ca1\u6709\u5b89\u5168\u8fb9\u9645\u201d\uff0c\u5305\u62ec PE\u3001PB\u3001ROE\u3001\u81ea\u7531\u73b0\u91d1\u6d41\u3001\u5386\u53f2\u4f30\u503c\u5206\u4f4d\uff1b<\/li>\n\n\n\n<li><strong>\u8292\u683c\uff1a<\/strong>\u8d1f\u8d23\u53cd\u8fc7\u6765\u60f3\u201c\u8fd9\u5bb6\u516c\u53f8\u600e\u4e48\u4f1a\u6b7b\u201d\uff0c\u5305\u62ec\u7ade\u4e89\u53cd\u566c\u3001\u6280\u672f\u66ff\u4ee3\u3001\u76d1\u7ba1\u51b2\u51fb\u3001\u7a7a\u65b9\u8bba\u70b9\uff1b<\/li>\n\n\n\n<li><strong>\u674e\u5f55\uff1a<\/strong>\u8d1f\u8d23\u62c9\u957f\u65f6\u95f4\u770b\u201c10 \u5e74\u540e\u8fd8\u5728\u4e0d\u5728\u201d\uff0c\u5305\u62ec\u6587\u660e\u7ea7\u8d8b\u52bf\u3001TAM\u3001\u4ea7\u4e1a\u94fe\u4f4d\u7f6e\u3001\u957f\u671f\u786e\u5b9a\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/02-four-masters-1024x575.png\" alt=\"\" class=\"wp-image-4784\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/02-four-masters-1024x575.png 1024w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/02-four-masters-300x169.png 300w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/02-four-masters-768x431.png 768w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/02-four-masters-1536x863.png 1536w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/02-four-masters-2048x1151.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u56fe3\uff1a\u56db\u4e2a\u72ec\u7acb\u89c6\u89d2\u5148\u5404\u81ea\u7814\u7a76\uff0c\u518d\u6c47\u603b\u51b2\u7a81<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e0d\u50cf\u56db\u7bc7\u72ec\u7acb\u62a5\u544a\u7684\u62fc\u63a5\uff0c\u66f4\u50cf\u56db\u4e2a\u72ec\u7acb\u7814\u7a76\u5458\u5206\u522b\u505a\u5b8c\u4f5c\u4e1a\u540e\uff0c\u5f00\u4e00\u6b21\u7efc\u5408\u4f1a\u3002\u4f1a\u8bae\u7684\u4e3b\u65e8\u4e0d\u662f\u201c\u8c01\u5199\u5f97\u957f\u201d\uff0c\u800c\u662f\u201c\u8c01\u53d1\u73b0\u4e86\u522b\u4eba\u6ca1\u770b\u5230\u7684\u76f2\u533a\u201d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u591a Agent \u5e76\u884c\uff0c\u4e0d\u662f\u56db\u6bb5\u63d0\u793a\u8bcd\u62fc\u63a5<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f88\u591a\u9879\u76ee\u4e5f\u4f1a\u505a\u201c\u591a\u89c6\u89d2\u5206\u6790\u201d\uff0c\u4f46\u5927\u591a\u53ea\u662f\u628a\u4e00\u4e2a\u957f Prompt 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class=\"wp-block-paragraph\">\u8fd9\u5176\u5b9e\u662f\u5de5\u7a0b\u5b9e\u73b0\u4e0a\u6700\u6709\u4ef7\u503c\u7684\u4e00\u70b9\uff1a\u4e0d\u662f\u201c\u66f4\u957f\u7684\u8f93\u51fa\u201d\uff0c\u800c\u662f\u201c\u66f4\u591a\u72ec\u7acb\u6837\u672c\u201d\u3002\u91cf\u5316\u91cc\u5e38\u8bf4\u201c\u591a\u7a7a\u5bf9\u6297\u624d\u80fd\u53d1\u73b0\u771f\u5b9e\u66b4\u9732\u201d\uff0c\u8fd9\u5957\u601d\u8def\u5728\u8fd9\u91cc\u88ab\u7528\u5230\u4e86\u7814\u7a76\u6d41\u7a0b\u8bbe\u8ba1\u4e0a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u6211\u4eec\u6700\u8be5\u770b\u7684\uff0c\u662f\u5b83\u7684\u9a8c\u8bc1\u7eaa\u5f8b<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u4ed3\u5e93\u91cc\u6700\u6253\u52a8\u6211\u7684\uff0c\u662f\u5b83\u5bf9\u6570\u5b57\u4e0d\u51c6\u8fd9\u4ef6\u4e8b\u51e0\u4e4e\u504f\u6267\u5730\u9632\u5b88\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">README \u91cc\u4e3e\u8fc7\u4e00\u4e2a\u817e\u8baf\u5e02\u503c\u9a8c\u7b97\u7684\u4f8b\u5b50\uff1a\u80a1\u4ef7\u4e58\u4ee5\u603b\u80a1\u672c\u540e\uff0c\u4e0e\u62a5\u544a\u5e02\u503c\u5bf9\u6bd4\uff0c\u504f\u5dee\u53ea\u6709 0.08%\u3002\u5173\u952e\u8d22\u52a1\u6570\u636e\u8981\u6c42\u81f3\u5c11\u4e24\u4e2a\u72ec\u7acb\u6765\u6e90\u4ea4\u53c9\u9a8c\u8bc1\uff1b<code>tools\/financial_rigor.py<\/code>&nbsp;\u7528 Python \u7cbe\u786e\u5341\u8fdb\u5236\u5904\u7406\u8ba1\u7b97\uff0c\u907f\u514d LLM \u5fc3\u7b97\u548c\u5355\u4f4d\u6df7\u4e71\uff1b<code>tools\/report_audit.py<\/code>&nbsp;\u8fd8\u4f1a\u5bf9\u62a5\u544a\u505a 15% \u968f\u673a\u62bd\u68c0\uff0c\u504f\u5dee\u8d85\u8fc7 1% \u5c31\u6253\u56de\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u5de5\u5177\u4e0d\u662f\u6446\u8bbe\u3002\u4f60\u76f4\u63a5\u770b\u4ed3\u5e93\u91cc\u7684\u8c03\u7528\u65b9\u5f0f\u5c31\u80fd\u611f\u89c9\u5230\u5b83\u5728\u523b\u610f\u907f\u514d\u201c\u6a21\u578b\u53e3\u7b97\u201d\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code>python3&nbsp;tools\/financial_rigor.py verify-market-cap&nbsp;\\<\/code><code>&nbsp; --price&nbsp;510&nbsp;--shares&nbsp;9.11e9 --reported&nbsp;4.65e12 --currency HKD<\/code><code><\/code><code>python3&nbsp;tools\/financial_rigor.py three-scenario&nbsp;\\<\/code><code>&nbsp; --price&nbsp;510&nbsp;--eps&nbsp;23.5&nbsp;--shares&nbsp;9.11e9&nbsp;\\<\/code><code>&nbsp; --growth&nbsp;12&nbsp;8&nbsp;5&nbsp;--pe&nbsp;28&nbsp;22&nbsp;16&nbsp;--currency HKD<\/code><\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ffb\u8bd1\u6210\u91cf\u5316\u8bed\u8a00\u5c31\u662f\uff1a\u5b83\u4e0d\u4ec5\u8981\u6c42\u7ed3\u8bba\u53ef\u8ffd\u6eaf\uff0c\u8fd8\u628a\u201c\u8bc1\u636e\u662f\u5426\u51c6\u786e\u201d\u4e5f\u505a\u6210\u4e86\u56de\u5f52\u6d4b\u8bd5\u3002\u66f4\u4e25\u683c\u7684\u662f\uff0c\u51e1\u662f\u51fa\u73b0\u5341\u5e74\u671f IRR 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srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/04-validation-1024x575.png 1024w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/04-validation-300x169.png 300w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/04-validation-768x431.png 768w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/04-validation-1536x863.png 1536w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/04-validation-2048x1151.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u56fe4\uff1a\u7cbe\u786e\u8ba1\u7b97\u3001\u4ea4\u53c9\u9a8c\u8bc1\u3001\u62a5\u544a\u62bd\u68c0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8fb9\u754c\u8981\u6e05\u695a\uff1a<\/strong>\u8fd9\u4e2a\u9879\u76ee\u4e0d\u662f\u201c\u544a\u8bc9\u4f60\u600e\u4e48\u4e0b\u5355\u201d\u3002\u5b83\u771f\u6b63\u89e3\u51b3\u7684\u662f\u7814\u7a76\u7ed3\u6784\u5316\u3001\u53ef\u590d\u73b0\u3001\u53ef\u66b4\u9732\u76f2\u70b9\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5b83\u89e3\u51b3\u7684\u4e0d\u662f\u201c\u4f1a\u4e0d\u4f1a\u4e70\u201d\uff0c\u800c\u662f\u201c\u7814\u7a76\u4f1a\u4e0d\u4f1a\u8dd1\u504f\u201d<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f88\u591a\u4eba\u7528 AI 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class=\"wp-block-paragraph\">\u4e3a\u6b64\u5b83\u505a\u4e86\u591a\u5c42\u9632\u5b88\uff1a\u4fe1\u606f\u4e30\u5bcc\u5ea6\u8bc4\u7ea7\u3001\u8292\u683c\u5f0f\u9006\u5411\u68c0\u9a8c\u3001\u5feb\u901f\u5426\u51b3\u6e05\u5355\u3001\u53cd\u5171\u8bc6\u68c0\u67e5\uff0c\u4ee5\u53ca\u5728\u6570\u636e\u4e0d\u8db3\u65f6\u4e3b\u52a8\u6807\u6ce8\u7070\u8272\u5730\u5e26\u3002\u5bf9\u6211\u800c\u8a00\uff0c\u8fd9\u5957\u8bbe\u8ba1\u6700\u6709\u4ef7\u503c\u7684\u5730\u65b9\uff0c\u662f\u5b83\u627f\u8ba4\u201c\u4e0d\u662f\u6240\u6709\u95ee\u9898\u90fd\u80fd\u9760\u8d44\u6599\u5806\u51fa\u6765\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u9879\u76ee\u8981\u6c42\u7814\u7a76\u524d\u5148\u7ed9\u76ee\u6807\u516c\u53f8\u505a\u4fe1\u606f\u4e30\u5bcc\u5ea6\u8bc4\u7ea7\uff1aA \u7ea7\u662f\u4e0a\u5e02\u591a\u5e74\u3001\u5238\u5546\u8986\u76d6\u591a\u7684\u516c\u53f8\uff0c\u91cd\u70b9\u662f\u627e\u53cd\u9762\u8bc1\u636e\uff1bB 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https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/08\/05-mirror-test-2048x1151.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u56fe5\uff1a\u4e94\u53e5\u8bdd\u8bb2\u4e0d\u6e05\u695a\uff0c\u5c31\u5148\u4e0d\u6025\u7740\u4e0b\u7ed3\u8bba<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5982\u679c\u4f60\u4e5f\u60f3\u5728\u81ea\u5df1\u7684\u7cfb\u7edf\u91cc\u590d\u7528\u8fd9\u5957\u601d\u8def<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u5199\u8fd9\u7bc7\uff0c\u4e0d\u662f\u9f13\u52b1\u5927\u5bb6\u90fd\u53bb\u8dd1\u5b83\u7684Skill\u3002\u800c\u662f\u89c9\u5f97\u5b83\u7ed9\u51fa\u4e86\u4e00\u4e2a\u5f88\u6e05\u6670\u7684\u6a21\u677f\uff1a\u590d\u6742\u7814\u7a76\u4efb\u52a1\u5e94\u8be5\u5148\u62c6\u6210\u89d2\u8272\u3001\u5148\u5b9a\u9a8c\u8bc1\u89c4\u5219\u3001\u5148\u8bbe\u51c6\u51fa\u6807\u51c6\uff0c\u518d\u628a\u751f\u6210\u7559\u7ed9\u6a21\u578b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u6211\u800c\u8a00\uff0c\u6700\u503c\u5f97\u8fc1\u79fb\u7684\u6709\u4e09\u70b9\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\uff0c\u628a\u201c\u7814\u7a76 SOP\u201d\u663e\u5f0f\u5199\u6210 workflow\uff0c\u800c\u4e0d\u662f\u85cf\u5728\u6bcf\u4e2a\u4eba\u8111\u5b50\u91cc\uff0c\u6216\u9690\u542b\u5728\u4e00\u6bb5\u957f Prompt \u91cc\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\uff0c\u628a\u201c\u6570\u5b57\u51c6\u786e\u6027\u201d\u5f53\u6210\u7cfb\u7edf\u529f\u80fd\u505a\uff0c\u800c\u4e0d\u662f\u9760\u4f5c\u8005\u81ea\u89c9\u3002\u7cbe\u786e\u8ba1\u7b97\u5668\u3001\u4ea4\u53c9\u9a8c\u8bc1\u3001\u62a5\u544a\u62bd\u68c0\uff0c\u8fd9\u4e9b\u90fd\u5e94\u8be5\u6210\u4e3a\u7814\u7a76\u7cfb\u7edf\u7684\u9ed8\u8ba4\u6a21\u5757\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e09\uff0c\u628a\u201c\u4e0d\u786e\u5b9a\u6027\u7ba1\u7406\u201d\u4e5f\u5199\u6210\u6d41\u7a0b\u3002\u4e0d\u662f\u6240\u6709\u6807\u7684\u90fd\u503c\u5f97\u6df1\u6316\uff0c\u4e5f\u4e0d\u662f\u6240\u6709\u7ed3\u8bba\u90fd\u5fc5\u987b\u7ed9\u51fa\u660e\u786e\u4e70\u5356\u5efa\u8bae\u3002\u5141\u8bb8\u7070\u8272\u5730\u5e26\uff0c\u53cd\u800c\u4f1a\u63d0\u9ad8\u7cfb\u7edf\u957f\u671f\u53ef\u9760\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6211\u7684\u5224\u65ad\uff1a<\/strong>\u5982\u679c\u4f60\u66f4\u5173\u5fc3\u7cfb\u7edf\u8bbe\u8ba1\u3001\u9a8c\u8bc1\u7eaa\u5f8b\u3001Agent \u534f\u4f5c\u548c\u53ef\u590d\u73b0\u7814\u7a76\uff0c\u8fd9\u4e2a\u9879\u76ee\u503c\u5f97\u7ec6\u770b\uff1b\u5982\u679c\u4f60\u53ea\u60f3\u8981\u4e00\u4e2a\u76f4\u63a5\u7ed9\u51fa\u4e70\u5356\u7ed3\u8bba\u7684\u5de5\u5177\uff0c\u90a3\u5b83\u4e0d\u4f1a\u8ba9\u4f60\u6ee1\u610f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6b21\u6574\u7406\u7684 GitHub \u4ed3\u5e93\u539f\u59cb\u5730\u5740\u5728\u4e0b\u9762\uff0c\u65b9\u4fbf\u4f60\u5bf9\u7167\u539f\u6587\u7ec6\u8282\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/xbtlin\/ai-berkshire\u00a0 \u00a0 \">https:\/\/github.com\/xbtlin\/ai-berkshire<\/a>\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6570\u636e\u67e5\u8be2\u57fa\u7ebf\uff1a2026-08-22\uff1b\u5176\u4e2d GitHub Star\/Fork\/Issue \u6570\u6765\u81ea GitHub API\uff0cREADME \u5185\u5bb9\u6765\u81ea\u5b98\u65b9 raw \u6587\u6863\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u5927\u5bb6\u7559\u8a00\u8e0a\u8dc3\uff0c\u4e0b\u4e00\u7bc7\u6211\u5c31\u7ee7\u7eed\u6df1\u5165\u62c6\u5b83 Skill \u5c42\u7684\u5177\u4f53\u8bbe\u8ba1\uff1a\u54ea\u4e9b\u8def\u5f84\u503c\u5f97\u76f4\u63a5\u8fc1\u79fb\u5230\u91cf\u5316\u7814\u7a76\u7cfb\u7edf\u91cc\uff0c\u54ea\u4e9b\u5730\u65b9\u53c8\u660e\u663e\u5e26\u6709\u4e2a\u4eba\u5de5\u4f5c\u6d41\u70d9\u5370\uff0c\u4e0d\u80fd\u76f4\u63a5\u7167\u642c\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><a>#AI<\/a>&nbsp;Berkshire&nbsp;<a>#ClaudeCode<\/a>&nbsp;<a>#Codex<\/a>&nbsp;<a>#\u591aAgent<\/a>&nbsp;<a>#\u91cf\u5316\u7814\u7a76<\/a>&nbsp;<a>#\u4ef7\u503c\u6295\u8d44<\/a>&nbsp;<a>#\u91d1\u878d\u5de5\u7a0b<\/a>&nbsp;<a>#LLMOps<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c \u8005\uff1a\u8001\u4f59\u635e\u9c7c \u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005&#8230;<\/p>\n<div class=\"more-link-wrapper\"><a class=\"more-link\" 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