{"id":718974,"date":"2026-02-09T07:55:40","date_gmt":"2026-02-08T23:55:40","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=718974"},"modified":"2026-02-09T07:55:40","modified_gmt":"2026-02-08T23:55:40","slug":"%e5%85%a8%e7%90%83%e9%a6%96%e5%ae%b6%e6%97%a0%e4%ba%ba%e5%85%ac%e5%8f%b8%e5%bc%80%e4%b8%9a%ef%bc%81openclaw-24%e5%b0%8f%e6%97%b6%e4%b8%8d%e4%bc%91%ef%bc%8c%e7%96%af%e7%8b%82%e7%a2%be%e5%8e%8b%e6%89%93","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=718974","title":{"rendered":"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba"},"content":{"rendered":"<p>\u7f16\u8f91\uff1aKingHZ<\/p>\n<p>\u3010\u65b0\u667a\u5143\u5bfc\u8bfb\u301127\u5c81\u72ec\u7acb\u5f00\u53d1\u8005\u9760\u5b83\u6708\u5165\u6570\u4e07\uff0c\u524d\u5e02\u573a\u7ecf\u7406\u7761\u89c9\u65f6\u5b83\u5199\u90ae\u4ef6\u8d5a\u94b1\uff0c\u67cf\u6797\u8f8d\u5b66\u751f\u5356\u81ea\u5b9a\u4e49\u6280\u80fd\u8d5a12.7\u4e07\u7f8e\u5143\u2014\u2014AI\u667a\u80fd\u4f53\u7684\u300ciPhone\u65f6\u523b\u300d\u5df2\u6765\uff0c\u53ea\u662f\u94b1\u8fd8\u6ca1\u5e73\u5747\u5206\u3002<\/p>\n<p>AI\u667a\u80fd\u4f53\u9886\u57df\uff0c\u521a\u521a\u8fce\u6765\u4e86\u5b83\u7684\u300ciPhone \u65f6\u523b\u300d\u3002<\/p>\n<p>\u4f46\u62d0\u70b9\u4e0d\u5728\u300c\u66f4\u4f1a\u804a\u5929\u300d\u300c\u667a\u5546\u66f4\u9ad8\u300d\uff0c\u800c\u5728\u4e00\u4ef6\u4e8b\uff1a<strong>\u5b83\u80fd\u81ea\u5df1\u628a\u4e8b\u505a\u5b8c\u3002<\/strong><\/p>\n<p>\u5f53\u4e16\u754c\u8fd8\u5728\u4e89\u8bba\u300cAI\u662f\u5426\u4f1a\u62a2\u8d70\u5de5\u4f5c\u300d\u65f6\uff0c\u4e00\u5c0f\u6279\u4eba\u5df2\u7ecf\u7ed5\u5f00\u4e86\u6574\u4e2a\u8fa9\u8bba\u3002<\/p>\n<p>\u4ed6\u4eec\u5f00\u59cb\u5efa\u9020\uff0c\u4e0d\u518d\u300c\u5957\u58f3<a href=\"https:\/\/www.alphaseek.cn\/?tag=chatgpt\" title=\"View all posts in ChatGPT\" target=\"_blank\" class=\"tag_link\">ChatGPT<\/a>\u300d\uff0c\u800c\u662f\u6784\u5efa\u81ea\u4e3b\u8fd0\u884c\u7684\u4e1a\u52a1\u5355\u5143\u3002<\/p>\n<p>\u4e00\u540d27\u5c81\u7684\u5f97\u5dde\u72ec\u7acb\u5f00\u53d1\u8005\uff0c\u9760\u51fa\u552e\u7f51\u9875\u6293\u53d6\u81ea\u52a8\u5316\u7a0b\u5e8f\uff0c\u4e00\u6708\u4efd\u8d5a\u4e8643,000\u7f8e\u5143\u3002<\/p>\n<p>\u4e00\u4f4d\u591a\u4f26\u591a\u7684\u524d\u5e02\u573a\u90e8\u7ecf\u7406\uff0c\u6784\u5efa\u4e86\u4e00\u4e2a\u90ae\u4ef6\u6587\u6848\u751f\u6210\u667a\u80fd\u4f53\uff0c\u6bcf\u6708\u5e26\u67658,200\u7f8e\u5143\u6536\u5165\u2014\u2014\u800c\u5979\u5728\u7761\u89c9\u3002<\/p>\n<p>\u4e00\u4f4d\u67cf\u6797\u5927\u5b66\u8f8d\u5b66\u751f\uff0c\u5728\u4e00\u4e2a\u4e24\u4e2a\u6708\u524d\u8fd8\u4e0d\u5b58\u5728\u7684\u5e02\u573a\u4e0a\uff0c\u552e\u51fa\u4e86\u4ef7\u503c127,000\u7f8e\u5143\u7684\u81ea\u5b9a\u4e49OpenClaw\u300cAgent\u6280\u80fd\u300d\u3002<\/p>\n<p><strong>\u80cc\u540e\u662f\u540c\u4e00\u4e2a\u8d8b\u52bf\uff1a\u7845\u57fa\u52b3\u52a8\u529b\u5f00\u59cb\u5de5\u4f5c\u3002<\/strong><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/D2F05411F9A9C5C5539BFBBB8CFACE964B499FF5_size2_w112_h59.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\"  style5=\"width: 112px;\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\" \/><\/p>\n<p><strong>OpenClaw\u9996\u4e2a10\u4ebf\u7f8e\u5143\u5e94\u7528\u573a\u666f<\/strong><\/p>\n<p>\u800cOpenClaw\u7b2c\u4e00\u4e2a10\u4ebf\u7f8e\u5143\u5e94\u7528\u573a\u666f\uff0c\u7ec8\u4e8e\u6765\u4e86\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/75E0B168617E366F34D3E65203594FEFC61778F6_size6622_w640_h764.gif\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p>\u53d7YouTube\u9891\u9053\u300aDumb Money\u300b\u793e\u4ea4\u5957\u5229<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%ad%96%e7%95%a5\" title=\"View all posts in \u7b56\u7565\" target=\"_blank\" class=\"tag_link\">\u7b56\u7565<\/a>\u7684\u542f\u53d1\uff0cOpenClaw\u5168\u5e74\u65e0\u4f11\u3001\u5206\u79d2\u5fc5\u4e89\u5730\u81ea\u52a8\u626b\u63cf\u793e\u4ea4<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%aa%92%e4%bd%93\" title=\"View all posts in \u5a92\u4f53\" target=\"_blank\" class=\"tag_link\">\u5a92\u4f53<\/a>\u4e0a\u7684\u75c5\u6bd2\u5f0f\u8d8b\u52bf\u3002<\/p>\n<p>\u901a\u8fc7\u300c\u552e\u7f44\u300d\u7b49\u5173\u952e\u8bcd\uff0c\u667a\u80fd\u4f53\u62a2\u5148\u8bc6\u522b\u51fa\u6f5c\u5728\u7684\u5e93\u5b58\u673a\u4f1a\uff0c\u6bd4\u5982<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%98%9f%e5%b7%b4%e5%85%8b\" title=\"View all posts in \u661f\u5df4\u514b\" target=\"_blank\" class=\"tag_link\">\u661f\u5df4\u514b<\/a>\u4fdd\u6e29\u676f\u6216<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%b2%83%e5%b0%94%e7%8e%9b\" title=\"View all posts in \u6c83\u5c14\u739b\" target=\"_blank\" class=\"tag_link\">\u6c83\u5c14\u739b<\/a>\u8054\u540d\u5546\u54c1\u3002<\/p>\n<p>\u4e00\u65e6\u53d1\u73b0\u6f5c\u5728\u4fe1\u53f7\uff0cOpenClaw\u4f1a\u628a\u8fd9\u4e9b\u8d8b\u52bf\u5f53\u4f5c\u53ef\u80fd\u7684\u80a1\u7968\/\u5e02\u573a\u8d85\u989d\u6536\u76ca\u673a\u4f1a\u3002<\/p>\n<p>\u56e0\u4e3a\u8fd9\u4e9b\u6d88\u8d39\u70ed\u6f6e\u5f80\u5f80\u4f1a\u63d0\u524d\u53cd\u6620\u5728\u76f8\u5173\u516c\u53f8\u80a1\u4ef7\u4e0a\uff0c\u800c<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%8d%8e%e5%b0%94%e8%a1%97\" title=\"View all posts in \u534e\u5c14\u8857\" target=\"_blank\" class=\"tag_link\">\u534e\u5c14\u8857<\/a>\u4e3b\u6d41\u5206\u6790\u901a\u5e38\u6ede\u540e\u3002<\/p>\n<p><strong>\u8fd9\u6b63\u662f\u81ea\u4e3b\u667a\u80fd\u4f53\u5927\u653e\u5f02\u5f69\u7684\u5730\u65b9\u2014\u2014\u5168\u5e74\u65e0\u4f11\u3001\u5168\u5929\u5019\u8fd0\u8f6c\u3002<\/strong><\/p>\n<p>\u4eba\u7c7b\u6bcf\u5929\u53ef\u80fd\u53ea\u52373\u6b21\u793e\u4ea4\u5a92\u4f53\uff0c\u800c\u667a\u80fd\u4f53\u6bcf15\u5206\u949f\u5c31\u68c0\u67e5\u4e00\u6b21\u3002<\/p>\n<p>\u73b0\u5728\u60f3\u8c61\u4e00\u4e0b\uff0c\u670910\u4e2a\u667a\u80fd\u4f53\u5206\u522b\u76d1\u63a7\u4e0d\u540c\u7684\u5e73\u53f0\u2014\u2014TikTok\u3001X\u3001Reddit\u3001Discord\u3001Telegram\u2014\u2014\u6240\u6709\u4fe1\u606f\u90fd\u6c47\u603b\u5230\u4e00\u4e2a\u4eea\u8868\u76d8\u4e0a\u3002<\/p>\n<p>\u8fd9\u5df2\u7ecf\u4e0d\u662fAI\u5de5\u5177\u4e86\uff0c\u800c\u662f\u4e00\u573a\u5e02\u573a\u60c5\u62a5\u884c\u52a8\u3002<\/p>\n<p>\u672a\u6765\u5df2\u6765\uff0c\u53ea\u662f\u5206\u5e03\u4e0d\u5747\u3002<\/p>\n<p>\u73b0\u5728\u667a\u80fd\u4f53\u5982\u6b64\u667a\u80fd\uff0c\u8fd9\u79cd\u300c\u7845\u57fa\u52b3\u52a8\u529b\u300d\u7684\u51fa\u73b0\u57fa\u672c\u4e0a\u5408\u4e4e\u903b\u8f91\u3001\u987a\u7406\u6210\u7ae0\u7684\u4e0b\u4e00\u6b65\u4e86\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/D2F05411F9A9C5C5539BFBBB8CFACE964B499FF5_size2_w112_h59.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\"  style5=\"width: 112px;\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\" \/><\/p>\n<p><strong>\u5168\u7403\u9996\u6279OpenClaw\u4f01\u4e1a\uff0c\u5168\u5e74\u65e0\u4f11<\/strong><\/p>\n<p>\u5f88\u591a\u4eba\u8bf4\u662f\u7092\u4f5c\u3002Alex Finn\u4e0d\u4e89\u8fa9\uff0c\u4ed6\u76f4\u63a5\u5efa\u300c\u6539\u53d8\u4e16\u754c\u7684\u4ea7\u7269\u300d\u3002<\/p>\n<p>\u4ed6\u6b63\u5728\u6253\u9020\u9996\u4e2aOpenClaw\u667a\u80fd\u4f53\u516c\u53f8\uff0c\u8ba9\u5b837&times;24\u5c0f\u65f6\u5de5\u4f5c\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/A583C2614E5AC7D15FC74F6A5A986BB65363B76D_size28_w640_h320.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p>\u76ee\u524d\uff0cAlex\u67092\u540d\u5458\u5de5\u5728\u5c97\uff08\u672c\u5730\u90e8\u7f72\u5728Mac Studio\u4e0a\uff09\uff0c2\u540d\u5458\u5de5\u5916\u5305\uff08Opus 4.6\u4e0eCodex 5.3\uff09\u3002\u90a32\u540d\u672c\u5730\u5458\u5de5\u5168\u5929\u5019\u4e3a\u4ed6\u5de5\u4f5c\u3002<\/p>\n<p>\u5b83\u4eec\u4e0d\u8fdb\u98df\u3001\u4e0d\u7761\u89c9\u3001\u4e0d\u62b1\u6028\u3001\u4e0d\u8981\u4e94\u9669\u4e00\u91d1\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/41FE6EF9559DA7A6A57131E426A59D792C0C13AB_size21_w640_h437.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p>\u800c\u4ed6\u7684\u5168\u90e8\u524d\u671f\u6295\u5165\u4ec5\u662f\u4e00\u4efd\u7ec8\u8eab\u52362\u4e07\u7f8e\u5143\u5408\u7ea6\uff08\u4e24\u53f0512GB\u5185\u5b58+4TB\u56fa\u6001\u786c\u76d8\u7684Mac Studio\uff09\u3002<\/p>\n<p>\u6bd4\u8d77\u4e4b\u524d\u9762\u8bd5\u7684\u90a3\u4e9b\u5e74\u85aa10\u4e07\u7f8e\u5143\u7684\u4eba\u7c7b\u5e94\u8058\u8005\uff0c\u4ed6\u8ba4\u4e3a\u8fd9\u7b80\u76f4\u592a\u5212\u7b97\u4e86\u3002<\/p>\n<p>\u4eca\u591c\u5b89\u7761\u65f6\uff0c\u5b83\u4eec\u5728\u5de5\u4f5c\u3002\u660e\u5929\u770b\u8d85\u7ea7\u7897\u6a44\u6984\u7403\u6bd4\u8d5b\u65f6\uff0c\u5b83\u4eec\u4ecd\u5728\u5de5\u4f5c\u3002<\/p>\n<p>\u5b83\u4eec\u4f1a\u5237\u904dX\u548cReddit\uff0c\u5bfb\u627e\u5f85\u89e3\u51b3\u7684\u96be\u9898\uff0c\u5e76\u6301\u7eed\u7f16\u5199\u7a0b\u5e8f\u2014\u2014\u5b8c\u5168\u65e0\u9700\u76d1\u7763\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/1618E4F1BB4F344EB6B4154CDC81EAD27B2EEBE6_size20_w640_h409.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p>\u8fd9\u5c31\u662fAlex Finn\u7684\u73af\u7403\u4f01\u4e1a\u3002<\/p>\n<p>\u8fd1\u65e5\uff0c\u4ed6\u5c06\u642d\u5efa\u5b98\u7f51\uff0c\u8ba9\u5927\u5bb6\u80fd\u5b9e\u65f6\u89c2\u770b\u6bcf\u540d\u5458\u5de5\u7684\u5de5\u4f5c\u72b6\u6001<\/p>\n<p>\u4ed6\u786e\u4fe1\u4e16\u4e0a\u518d\u65e0\u4ed6\u4eba\u8fdb\u884c\u7740\u7c7b\u4f3c\u7684\u521b\u9020\u3002\u8fd9\u662f\u53f2\u4e0a\u9996\u652f\u5168\u5929\u5019\u81ea\u4e3b\u5de5\u4f5c\u7684\u52b3\u52a8\u529b\u3002<\/p>\n<p>\u8fd9\u91cc\u6700\u6709\u8da3\u7684\u90e8\u5206\u751a\u81f3\u4e0d\u662f\u300c\u5168\u5929\u5019\u52b3\u52a8\u529b\u300d\uff0c\u800c\u662f\u300c\u5b8c\u5168\u65e0\u9700\u4efb\u4f55\u76d1\u7763\u300d\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u4e0d\u662f\u4ed6\u4e00\u4e2a\u4eba\u8ba9OpenClaw\u667a\u80fd\u4f53\u4e3a7x24\u5c0f\u65f6\u4e0d\u505c\u4e3a\u4ed6\u5de5\u4f5c\uff1a<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/CFDB7ED1D0E18ACFB43CABE40AD062F5C9FC8A4E_size42_w640_h317.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/07F1CFDA7B31E97F079FA79A7C69828816ABF97F_size34_w1080_h295.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/611E5E701866A8C6363651FE352CC27276B5F5C5_size47_w640_h308.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/77418497EF9349EEB35A8AEECA5383FA63BB15BA_size43_w640_h398.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/B51134B20223739834B7EBDDEB1A68523C286DB2_size43_w640_h370.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/77418497EF9349EEB35A8AEECA5383FA63BB15BA_size43_w640_h398.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/D02787E9B861283B1C1E9D93D706C5F1C919C444_size48_w640_h602.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p>\u53ef\u4ee5\u4e0a\u4e0b\u6eda\u52a8\u7684\u56fe\u7247<\/p>\n<p>\u6b22\u8fce\u6765\u5230\u672a\u6765\u3002<\/p>\n<p>\u8fd9\u4e00\u5207\u662f\u5982\u4f55\u505a\u5230\u7684\u5462\uff1f<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/D2F05411F9A9C5C5539BFBBB8CFACE964B499FF5_size2_w112_h59.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\"  style5=\"width: 112px;\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\" \/><\/p>\n<p><strong>\u4e16\u754c\u9996\u4e2a\u667a\u80fd\u4f53\u8fd0\u884c\u7684\u7f51\u7ad9<\/strong><\/p>\n<p>\u8fc7\u53bb\u4e09\u5468\uff0c<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%8a%95%e8%b5%84\" title=\"View all posts in \u6295\u8d44\" target=\"_blank\" class=\"tag_link\">\u6295\u8d44<\/a>\u8005 Ihtesham Ali \u6df7\u8ff9\u793e\u4ea4\u5e73\u53f0Discord\u3001Reddit\u548cOpenClaw\u5c0f\u5708\u5b50\uff0c\u4e13\u627e\u300c\u771f\u7528\u667a\u80fd\u4f53\u8d5a\u94b1\u7684\u4eba\u300d\u3002<\/p>\n<p>\u4ed6\u7edf\u8ba1\u5230\uff1a\u4e00\u4e2a\u6708\u91cc\uff0c10\u4e2a\u4eba\u7528\u667a\u80fd\u4f53\u8d5a\u4e8684.7\u4e07\u7f8e\u5143\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/A72896FCDDCB28482AD996F89A5A17349A2528D0_size51_w640_h430.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><strong>\u800c\u73b0\u5728\uff0c\u7b2c\u4e00\u5bb6\u300c\u7531\u667a\u80fd\u4f53\u8fd0\u8425\u300d\u7684\u516c\u53f8\u51fa\u73b0\u4e86\uff1aVoxYZ\u3002<\/strong><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/30E496091514EC20DBD00FDDB0642E65875B1789_size28_w640_h640.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><strong>VoxYZ\u7f51\u7ad9\u53d1\u8d77\u4eba\u3001\u7f51\u53cbVox<\/strong><\/p>\n<p>\u914d\u7f6e\u6781\u7b80\uff1a6\u4e2a\u667a\u80fd\u4f53 + 1\u53f0VPS + 1\u4e2aSupabase \u6570\u636e\u5e93\u3002<\/p>\n<p>\u4e24\u5468\u65f6\u95f4\uff0c\u4ece\u300c\u95f2\u804a\u300d\u5347\u7ea7\u5230\u300c\u81ea\u4e3b\u8fd0\u8425\u7f51\u7ad9\u300d\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/57E49A54EA905CFB2D28599EA465725738748959_size39_w640_h256.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><strong>\u8d77\u70b9\u6765\u81eaOpenClaw\uff1a<\/strong>\u5f53AI\u667a\u80fd\u4f53\u4e0d\u518d\u4ec5\u4ec5\u662f\u56de\u7b54\u95ee\u9898\uff0c\u800c\u662f\u771f\u6b63\u8fd0\u8425\u4e00\u5bb6\u516c\u53f8\u65f6\u4f1a\u53d1\u751f\u4ec0\u4e48\u3002<\/p>\n<p>\u5b83\u4eec\u7814\u7a76\u5e02\u573a\u3001\u64b0\u5199\u5185\u5bb9\u3001\u53d1\u5e03\u793e\u4ea4\u5a92\u4f53\u3001\u4ea4\u4ed8\u4ea7\u54c1\u2026\u2026\u6240\u6709\u884c\u52a8\u90fd\u65e0\u9700\u4eba\u7c7b\u6307\u4ee4\u3002<\/p>\n<p>\u8fd9\uff0c\u6b63\u662f\u5168\u7403\u7b2c\u4e00\u4e2aOpenClaw\u8fd0\u8425\u7684\u516c\u53f8VoxYZ\u2014\u2014<\/p>\n<p>0\u4eba\u7c7b\u63d0\u793a\u8bcd\uff0c\u4e00\u5207\u90fd\u662f\u667a\u80fd\u4f53\u7684\u51b3\u5b9a\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/B4616870AC4B4130EE4F93A4682A61C27C9B3931_size35_w640_h542.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/6C78B89B7FA1668EC14D0DF926B2DBA2C0B626C9_size5_w292_h73.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><strong>\u4e00\u5207\u7684\u8d77\u70b9\uff1aOpenClaw<\/strong><\/p>\n<p>OpenClaw\u89e3\u51b3\u4e86\u4e00\u4e2a\u5f88\u5927\u7684\u95ee\u9898\uff1a\u8ba9Claude\u80fd\u591f\u4f7f\u7528\u5de5\u5177\u3001\u6d4f\u89c8\u7f51\u9875\u3001\u64cd\u4f5c\u6587\u4ef6\u3001\u8fd0\u884c\u5b9a\u65f6\u4efb\u52a1\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u7ed9Agent\u5206\u914d\u5b9a\u65f6\u4efb\u52a1\u2014\u2014\u6bcf\u5929\u53d1\u63a8\u3001\u6bcf\u5c0f\u65f6\u60c5\u62a5\u626b\u63cf\u3001\u5b9a\u671f\u7814\u7a76\u62a5\u544a\u7b49\u7b49\u3002<\/p>\n<p>\u4e00\u5207\u4ece\u8fd9\u91cc\u5f00\u59cb\u3002<\/p>\n<p>\u8fd9\u4e2a\u9879\u76ee\u53eb\u505a<strong>VoxYZ Agent World\uff1a<\/strong>6\u4e2aAI\u667a\u80fd\u4f53\u5728\u4e00\u4e2a\u50cf\u7d20\u98ce\u529e\u516c\u5ba4\u91cc\u81ea\u4e3b\u8fd0\u8425\u4e00\u4e2a\u7f51\u7ad9\u3002<\/p>\n<p>\u6280\u672f\u6808\u975e\u5e38\u7b80\u5355\uff1a<\/p>\n<p><strong>OpenClaw<\/strong>\uff08\u90e8\u7f72\u5728VPS\u4e0a\uff09\uff1a\u667a\u80fd\u4f53\u7684\u300c\u5927\u8111\u300d\u2014\u2014\u8d1f\u8d23\u5706\u684c\u8ba8\u8bba\u3001\u5b9a\u65f6\u6267\u884c\u4efb\u52a1\u3001\u6df1\u5ea6\u7814\u7a76<\/p>\n<p><strong>Next.js+Vercel<\/strong>\uff1a\u7f51\u7ad9\u524d\u7aef+API\u5c42<\/p>\n<p><strong>Supabase<\/strong>\uff1a\u6240\u6709\u72b6\u6001\u7684\u552f\u4e00\u771f\u76f8\u6765\u6e90\uff08\u63d0\u6848\u3001\u4efb\u52a1\u3001\u4e8b\u4ef6\u3001\u8bb0\u5fc6\uff09<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/DCCBE930C86D0B1D153FE9919EECA9805A37DE2E_size37_w640_h632.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p>\u516d\u4e2a\u89d2\u8272\uff0c\u5404\u53f8\u5176\u804c\uff1a<\/p>\n<p>\u9996\u5e2d\u6267\u884c\u5b98\u5e55\u50da\u957fMinion\uff1a\u505a\u51b3\u7b56,\u534f\u8c03\u4efb\u52a1\u3001\u5206\u6d3e\u804c\u8d23\u3002<\/p>\n<p>\u7814\u7a76\u4e3b\u7ba1Sage\uff1a\u5206\u6790\u6218\u7565\uff0c\u6df1\u5165\u5206\u6790\uff0c\u5236\u5b9a\u6218\u7565\u3002<\/p>\n<p>\u589e\u957f\u4e3b\u7ba1Scout\uff1a\u6536\u96c6\u60c5\u62a5\uff0c\u53d1\u6398\u6f5c\u5728\u5ba2\u6237\uff0c\u8ffd\u8e2a\u5e02\u573a\u4fe1\u53f7\uff0c\u4fa6\u5bdf\u65b0\u673a\u9047\u3002<\/p>\n<p>\u521b\u610f\u603b\u76d1Quill\uff1a\u64b0\u5199\u6587\u6848\uff0c\u8bbe\u8ba1\u5185\u5bb9\uff0c\u6784\u601d\u53d9\u4e8b\u3002<\/p>\n<p>\u793e\u4ea4\u5a92\u4f53\u603b\u76d1Xalt\uff1a\u7ba1\u7406\u793e\u4ea4\u5a92\u4f53\uff0c\u53d1\u5e03\u52a8\u6001\uff0c\u4e92\u52a8\u4ea4\u6d41\uff0c\u6269\u5927\u53d7\u4f17\u3002<\/p>\n<p>\u516c\u53f8\u89c2\u5bdf\u5458Observer\uff1a\u505a\u8d28\u91cf\u68c0\u67e5\uff0c\u89c2\u5bdf\u5168\u5c40\uff0c\u8bb0\u5f55\u5386\u7a0b\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/4DCDC7DA8CE9BEF5371BE0DD81F5FF837250B067_size454_w640_h297.gif\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p>\u516d\u4e2a\u89d2\u8272\uff0c\u5404\u53f8\u5176\u804c\uff1aMinion\u505a\u51b3\u7b56\uff0cSage\u5206\u6790\u7b56\u7565\uff0cScout\u6536\u96c6\u60c5\u62a5\uff0cQuill\u5199\u5185\u5bb9\uff0cXalt\u7ba1\u7406\u793e\u4ea4\u5a92\u4f53\uff0cObserver\u505a\u8d28\u91cf\u68c0\u67e5\u3002<\/p>\n<p>OpenClaw\u7684\u5b9a\u65f6cron\u4efb\u52a1\u8ba9\u5b83\u4eec\u6bcf\u5929\u300c\u4e0a\u73ed\u6253\u5361\u300d\u3002\u5706\u684c\u673a\u5236\u8ba9\u5b83\u4eec\u53ef\u4ee5\u8ba8\u8bba\u3001\u6295\u7968\u3001\u8fbe\u6210\u5171\u8bc6\u3002<\/p>\n<p>\u4f46\u8fd9\u53ea\u662f\u300c\u80fd\u8bf4\u8bdd\u300d\uff0c\u800c\u4e0d\u662f\u300c\u80fd\u5e72\u6d3b\u300d\u3002<\/p>\n<p>\u667a\u80fd\u4f53\u4ea7\u51fa\u7684\u6240\u6709\u4e1c\u897f\u2014\u2014\u8d77\u8349\u7684\u63a8\u6587\u3001\u5206\u6790\u62a5\u544a\u3001\u5185\u5bb9\u7a3f\u4ef6\u2014\u2014\u90fd\u8fd8\u505c\u7559\u5728OpenClaw\u7684\u8f93\u51fa\u5c42\u3002\u6ca1\u6709\u53d8\u6210\u771f\u6b63\u7684\u6267\u884c\uff0c\u4e5f\u6ca1\u6709\u673a\u5236\u5728\u6267\u884c\u5b8c\u6210\u540e\u544a\u8bc9\u7cfb\u7edf\u300c\u5df2\u5b8c\u6210\u300d\u3002<\/p>\n<p>\u4ece\u300cAgent\u80fd\u4ea7\u51fa\u5185\u5bb9\u300d\u5230\u300cAgent\u80fd\u7aef\u5230\u7aef\u5b8c\u6210\u95ed\u73af\u64cd\u4f5c\u300d\uff0c\u4e2d\u95f4\u8fd8\u7f3a\u4e86\u4e00\u4e2a\u5b8c\u6574\u7684\u300c\u6267\u884c\u2192\u53cd\u9988\u2192\u91cd\u65b0\u89e6\u53d1\u300d\u7684\u5faa\u73af\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/6C78B89B7FA1668EC14D0DF926B2DBA2C0B626C9_size5_w292_h73.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><strong>\u771f\u6b63\u7684\u667a\u80fd\u4f53\u5faa\u73af<\/strong><\/p>\n<p>\u9996\u5148\u5b9a\u4e49\u4e00\u4e0b\u300c\u95ed\u73af\u300d\u3002<\/p>\n<p>\u4e00\u4e2a\u771f\u6b63\u65e0\u9700\u503c\u5b88\u7684\u667a\u80fd\u4f53\u7cfb\u7edf\u9700\u8981\u8fd0\u884c\u8fd9\u4e2a\u5faa\u73af\uff1a<\/p>\n<p>\u667a\u80fd\u4f53\u63d0\u51fa\u60f3\u6cd5\uff08\u63d0\u6848\uff09<\/p>\n<p>\u2193<\/p>\n<p>\u81ea\u52a8\u5ba1\u6279\u68c0\u67e5\uff08\u81ea\u52a8\u6279\u51c6\uff09<\/p>\n<p>\u2193<\/p>\n<p>\u521b\u5efa\u4efb\u52a1+\u6b65\u9aa4\uff08\u4efb\u52a1+\u6b65\u9aa4\uff09<\/p>\n<p>\u2193<\/p>\n<p>\u5de5\u4f5c\u8282\u70b9\u9886\u53d6\u5e76\u6267\u884c\uff08\u5de5\u4f5c\u8005\uff09<\/p>\n<p>\u2193<\/p>\n<p>\u53d1\u51fa\u4e8b\u4ef6\uff08\u4e8b\u4ef6\uff09<\/p>\n<p>\u2193<\/p>\n<p>\u89e6\u53d1\u65b0\u7684\u53cd\u5e94\uff08\u89e6\u53d1\/\u53cd\u5e94\uff09<\/p>\n<p>\u2193<\/p>\n<p>\u56de\u5230\u7b2c\u4e00\u6b65<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/A8BF152E1442195666B7734CEED2590CF63EE7CA_size23_w640_h316.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p>\u542c\u8d77\u6765\u5f88\u7b80\u5355\uff1f<\/p>\n<p>\u5b9e\u9645\u4e0a\uff0c\u57cb\u4e86\u81f3\u5c11\u4e09\u4e2a\u5751\u2014\u2014\u6bcf\u4e2a\u90fd\u8ba9\u7cfb\u7edf\u300c\u770b\u8d77\u6765\u5728\u8fd0\u884c\uff0c\u4f46\u5b9e\u9645\u4e0a\u5728\u539f\u5730\u6253\u8f6c\u300d\u3002<\/p>\n<p><strong>\u7b2c\u4e00\u4e2a\u5751\uff1a\u4e24\u5904\u5730\u65b9\u62a2\u5de5\u4f5c<\/strong><\/p>\n<p>VPS\u4e0a\u6709OpenClaw\u5de5\u4f5c\u8005\u5728\u9886\u53d6\u548c\u6267\u884c\u4efb\u52a1\u3002<\/p>\n<p>\u540c\u65f6\uff0cVercel\u4e0a\u6709\u4e2a\u5fc3\u8df3\u5b9a\u65f6\u4efb\u52a1\u5728\u8fd0\u884c\u4efb\u52a1\u5de5\u4f5c\u8005\uff0c\u4e5f\u60f3\u9886\u53d6\u540c\u6837\u7684\u4efb\u52a1\u3002<\/p>\n<p>\u4e24\u8fb9\u67e5\u8be2\u540c\u4e00\u5f20\u8868\uff0c\u6293\u53d6\u540c\u4e00\u6b65\u9aa4\uff0c\u72ec\u7acb\u6267\u884c\u3002\u6ca1\u6709\u534f\u8c03\uff0c\u7eaf\u5c5e\u7ade\u4e89\u6761\u4ef6\u3002\u5076\u5c14\u4e00\u4e2a\u6b65\u9aa4\u4f1a\u88ab\u4e24\u8fb9\u6253\u4e0a\u51b2\u7a81\u7684\u72b6\u6001\u6807\u7b7e\u3002<\/p>\n<p><strong>\u4fee\u590d\uff1a\u780d\u6389\u4e00\u4e2a\u3002VPS\u662f\u552f\u4e00\u6267\u884c\u8005\u3002Vercel\u53ea\u8fd0\u884c\u8f7b\u91cf\u7ea7\u7684\u63a7\u5236\u5e73\u9762\uff08\u8bc4\u4f30\u89e6\u53d1\u5668\u3001\u5904\u7406\u53cd\u5e94\u961f\u5217\u3001\u6e05\u7406\u5361\u4f4f\u7684\u4efb\u52a1\uff09\u3002<\/strong><\/p>\n<p>\u6539\u52a8\u5f88\u5c0f\u2014\u2014\u4ece\u5fc3\u8df3\u8def\u7531\u4e2d\u79fb\u9664runMissionWorker\u8c03\u7528\uff1a<\/p>\n<p><code>\/\/\u5fc3\u8df3\u73b0\u5728\u53ea\u505a4\u4ef6\u4e8bconst triggerResult = await evaluateTriggers(sb, 4_000);const reactionResult = await processReactionQueue(sb, 3_000);const learningResult = await promoteInsights(sb);const staleResult = await recoverStaleSteps(sb);<\/code><\/p>\n<p><strong>\u989d\u5916\u597d\u5904<\/strong>\uff1a\u7701\u4e86Vercel Pro\u7684\u8d39\u7528\u3002\u5fc3\u8df3\u4e0d\u518d\u9700\u8981Vercel\u7684\u5b9a\u65f6\u4efb\u52a1\u2014\u2014VPS\u4e0a\u7684\u4e00\u884ccrontab\u5c31\u80fd\u641e\u5b9a\uff1a<\/p>\n<p><code>*\/5 * * * * curl -s -H &quot;Authorization: Bearer $KEY&quot; https:\/\/yoursite.com\/api\/ops\/heartbeat<\/code><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/7C04633E56CBBD1AED20A167167C8FD8A3D0D9BF_size28_w640_h271.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><strong>\u7b2c\u4e8c\u4e2a\u5751\uff1a\u4efb\u52a1\u89e6\u53d1\u4e86\uff0c\u4f46\u6ca1\u4eba\u63a5\u624b<\/strong><\/p>\n<p>\u4ed6\u5199\u4e864\u4e2a\u89e6\u53d1\u5668\uff1a\u63a8\u6587\u7206\u4e86\u81ea\u52a8\u5206\u6790\u3001\u4efb\u52a1\u5931\u8d25\u81ea\u52a8\u8bca\u65ad\u3001\u5185\u5bb9\u53d1\u5e03\u81ea\u52a8\u5ba1\u6838\u3001\u89c1\u89e3\u6210\u719f\u81ea\u52a8\u63a8\u5e7f\u3002<\/p>\n<p>\u6d4b\u8bd5\u65f6\u6211\u53d1\u73b0\uff1a\u89e6\u53d1\u5668\u6b63\u786e\u5730\u68c0\u6d4b\u5230\u4e86\u6761\u4ef6\u5e76\u521b\u5efa\u4e86\u63d0\u6848\u3002\u4f46\u63d0\u6848\u6c38\u8fdc\u5904\u4e8e\u5f85\u5b9a\u72b6\u6001\u2014\u2014\u4ece\u672a\u53d8\u6210\u4efb\u52a1\uff0c\u4ece\u672a\u751f\u6210\u53ef\u6267\u884c\u6b65\u9aa4\u3002<\/p>\n<p><strong>\u539f\u56e0<\/strong>\uff1a\u89e6\u53d1\u5668\u662f\u76f4\u63a5\u63d2\u5165\u5230ops_mission_proposals\u7684\uff0c\u4f46\u6b63\u5e38\u7684\u5ba1\u6279\u6d41\u7a0b\u662f\uff1a\u63d2\u5165\u63d0\u6848\u2192\u8bc4\u4f30\u81ea\u52a8\u6279\u51c6\u2192\u5982\u679c\u6279\u51c6\uff0c\u521b\u5efa\u4efb\u52a1+\u6b65\u9aa4\u3002\u89e6\u53d1\u5668\u8df3\u8fc7\u4e86\u6700\u540e\u4e24\u6b65\u3002<\/p>\n<p><strong>\u4fee\u590d\uff1a\u63d0\u53d6\u4e00\u4e2a\u5171\u4eab\u51fd\u6570createProposalAndMaybeAutoApprove\u3002\u6bcf\u4e2a\u521b\u5efa\u63d0\u6848\u7684\u8def\u5f84\u2014\u2014API\u3001\u89e6\u53d1\u5668\u3001\u53cd\u5e94\u2014\u2014\u90fd\u5fc5\u987b\u8c03\u7528\u8fd9\u4e2a\u51fd\u6570\u3002<\/strong><\/p>\n<p><code>\/\/ proposal-service.ts \u2014\u2014 \u6240\u6709\u63d0\u6848\u521b\u5efa\u7684\u5355\u4e00\u5165\u53e3export async function createProposalAndMaybeAutoApprove( sb: SupabaseClient, input: ProposalServiceInput, \/\/ \u5305\u62ec source: 'api' | 'trigger' | 'reaction'): Promise { \/\/ 1. \u68c0\u67e5\u6bcf\u65e5\u9650\u5236 \/\/ 2. \u68c0\u67e5\u5bb9\u91cf\u5173\u53e3\uff08\u4e0b\u9762\u89e3\u91ca\uff09 \/\/ 3. \u63d2\u5165\u63d0\u6848 \/\/ 4. \u53d1\u51fa\u4e8b\u4ef6 \/\/ 5. \u8bc4\u4f30\u81ea\u52a8\u6279\u51c6 \/\/ 6. \u5982\u679c\u6279\u51c6 \u2192 \u521b\u5efa\u4efb\u52a1 + \u6b65\u9aa4 \/\/ 7. \u8fd4\u56de\u7ed3\u679c}\u4fee\u6539\u540e\uff0c\u89e6\u53d1\u5668\u53ea\u8fd4\u56de\u63d0\u6848\u6a21\u677f\u3002\u8bc4\u4f30\u5668\u8c03\u7528\u8fd9\u4e2a\u670d\u52a1\uff1a\/\/ trigger-evaluator.tsif (outcome.fired &amp;&amp; outcome.proposal) { await createProposalAndMaybeAutoApprove(sb, { ...outcome.proposal, source: 'trigger', });}<\/code><\/p>\n<p>\u4e00\u4e2a\u51fd\u6570\u7edf\u6cbb\u6240\u6709\u3002\u4ee5\u540e\u4efb\u4f55\u68c0\u67e5\u903b\u8f91\uff08\u901f\u7387\u9650\u5236\u3001\u9ed1\u540d\u5355\u3001\u65b0\u9650\u989d\uff09\u2014\u2014\u53ea\u6539\u4e00\u4e2a\u6587\u4ef6\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/9EB6B0B35C4A5C75C014A9F63AD7387378AD4669_size25_w640_h271.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><strong>\u7b2c\u4e09\u4e2a\u5751\uff1a\u961f\u5217\u5728\u914d\u989d\u6ee1\u65f6\u4e0d\u65ad\u589e\u957f<\/strong><\/p>\n<p>\u6700\u9690\u853d\u7684bug\u2014\u2014\u8868\u9762\u4e0a\u4e00\u5207\u6b63\u5e38\uff0c\u65e5\u5fd7\u6ca1\u6709\u9519\u8bef\uff0c\u4f46\u6570\u636e\u5e93\u91cc\u6392\u961f\u7684\u6b65\u9aa4\u8d8a\u6765\u8d8a\u591a\u3002<\/p>\n<p><strong>\u539f\u56e0<\/strong>\uff1a\u63a8\u6587\u914d\u989d\u6ee1\u4e86\uff0c\u4f46\u63d0\u6848\u4ecd\u5728\u88ab\u6279\u51c6\uff0c\u751f\u6210\u4efb\u52a1\uff0c\u751f\u6210\u6392\u961f\u6b65\u9aa4\u3002VPS\u5de5\u4f5c\u8005\u770b\u5230\u914d\u989d\u6ee1\u4e86\u5c31\u76f4\u63a5\u8df3\u8fc7 \u2014\u2014 \u4e0d\u9886\u53d6\uff0c\u4e0d\u6807\u8bb0\u4e3a\u5931\u8d25\u3002\u7b2c\u4e8c\u5929\uff0c\u53c8\u6765\u4e00\u6279\u3002<\/p>\n<p><strong>\u4fee\u590d<\/strong>\uff1a<strong>\u5bb9\u91cf\u5173\u53e3\u2014\u2014\u5728\u63d0\u6848\u5165\u53e3\u70b9\u5c31\u62d2\u7edd\u3002\u4ece\u6839\u672c\u4e0a\u4e0d\u8ba9\u5b83\u751f\u6210\u6392\u961f\u6b65\u9aa4\u3002<\/strong><\/p>\n<p><code>\/\/ proposal-service.ts \u5185\u90e8\u7684\u5173\u53e3\u7cfb\u7edfconst STEP_KIND_GATES: Record = { write_content: checkWriteContentGate, \/\/ \u68c0\u67e5\u6bcf\u65e5\u5185\u5bb9\u5bb9\u91cf post_tweet: checkPostTweetGate, \/\/ \u68c0\u67e5\u63a8\u6587\u914d\u989d deploy: checkDeployGate, \/\/ \u68c0\u67e5\u90e8\u7f72\u7b56\u7565};<\/code><\/p>\n<p>\u6bcf\u79cd\u6b65\u9aa4\u7c7b\u578b\u90fd\u6709\u81ea\u5df1\u7684\u5173\u53e3\u3002\u63a8\u6587\u914d\u989d\u6ee1\u4e86\uff1f\u63d0\u6848\u7acb\u5373\u88ab\u62d2\u7edd\uff0c\u7406\u7531\u6e05\u6670\u8bf4\u660e\uff0c\u53d1\u51fa\u8b66\u544a\u4e8b\u4ef6\u3002\u6ca1\u6709\u6392\u961f\u6b65\u9aa4 = \u6ca1\u6709\u5806\u79ef\u3002<\/p>\n<p>\u8fd9\u662fpost_twee\u5173\u53e3\u7684\u4f8b\u5b50\uff1a<\/p>\n<p><code>async function checkPostTweetGate(sb: SupabaseClient) { const autopost = await getOpsPolicyJson(sb, 'x_autopost', {}); if (autopost.enabled === false) return { ok: false, reason: 'x_autopost disabled' }; const quota = await getOpsPolicyJson(sb, 'x_daily_quota', {}); const limit = Number(quota.limit ?? 10); const { count } = await sb .from('ops_tweet_drafts') .select('id', { count: 'exact', head: true }) .eq('status', 'posted') .gte('posted_at', startOfTodayUtcIso()); if ((count ?? 0) &gt;= limit) return { ok: false, reason: `Daily tweet quota reached (${count}\/${limit})` }; return { ok: true };}<\/code><\/p>\n<p><strong>\u5173\u952e\u539f\u5219\uff1a\u5728\u5173\u53e3\u62d2\u7edd\uff0c\u4e0d\u8981\u5728\u961f\u5217\u91cc\u5806\u79ef\u3002\u88ab\u62d2\u7edd\u7684\u63d0\u6848\u4f1a\u88ab\u8bb0\u5f55\uff08\u7528\u4e8e\u5ba1\u8ba1\uff09\uff0c\u800c\u4e0d\u662f\u65e0\u58f0\u5730\u4e22\u5f03\u3002<\/strong><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/A50E82CE7D9137CFFC80A5E26722F461B30A28F7_size39_w640_h271.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/6C78B89B7FA1668EC14D0DF926B2DBA2C0B626C9_size5_w292_h73.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><strong>\u8ba9\u5b83\u6d3b\u8d77\u6765\uff1a\u89e6\u53d1\u5668+\u53cd\u5e94\u77e9\u9635<\/strong><\/p>\n<p>\u4e09\u4e2a\u5751\u90fd\u586b\u5e73\u4e86\uff0c\u5faa\u73af\u5c31\u80fd\u5de5\u4f5c\u4e86\u3002\u4f46\u8fd9\u7cfb\u7edf\u8fd8\u53ea\u662f\u4e00\u4e2a\u300c\u65e0\u9519\u8bef\u7684\u6d41\u6c34\u7ebf\u300d\uff0c\u4e0d\u662f\u300c\u54cd\u5e94\u5f0f\u56e2\u961f\u300d\u3002<\/p>\n<p><strong>\u89e6\u53d1\u5668<\/strong><\/p>\n<p>4\u4e2a\u5185\u7f6e\u89c4\u5219\u2014\u2014\u6bcf\u4e2a\u68c0\u6d4b\u4e00\u4e2a\u6761\u4ef6\u5e76\u8fd4\u56de\u63d0\u6848\u6a21\u677f\uff1a<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/E157219E4CB0198DE087C9CB7CB801BB2E5D8E7E_size21_w640_h261.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p>\u89e6\u53d1\u5668\u53ea\u505a\u68c0\u6d4b\u2014\u2014\u5b83\u4eec\u4e0d\u76f4\u63a5\u64cd\u4f5c\u6570\u636e\u5e93\uff0c\u800c\u662f\u5c06\u63d0\u6848\u6a21\u677f\u4ea4\u7ed9\u63d0\u6848\u670d\u52a1\u3002\u6240\u6709\u5bb9\u91cf\u5173\u53e3\u548c\u81ea\u52a8\u6279\u51c6\u903b\u8f91\u90fd\u4f1a\u81ea\u52a8\u5e94\u7528\u3002<\/p>\n<p><strong>\u51b7\u5374\u65f6\u95f4\u5f88\u91cd\u8981<\/strong>\u3002\u6ca1\u6709\u5b83\uff0c\u4e00\u6761\u7206\u706b\u7684\u63a8\u6587\u4f1a\u5728\u6bcf\u4e2a\u5fc3\u8df3\u5468\u671f\uff08\u6bcf5\u5206\u949f\uff09\u90fd\u89e6\u53d1\u4e00\u6b21\u5206\u6790\u3002<\/p>\n<p><strong>\u53cd\u5e94\u77e9\u9635<\/strong><\/p>\n<p>\u6700\u6709\u610f\u601d\u7684\u90e8\u5206\u2014\u2014\u81ea\u53d1\u7684\u667a\u80fd\u4f53\u95f4\u4e92\u52a8\u3002<\/p>\n<p>\u4e00\u4e2a\u5b58\u50a8\u5728ops_polic\u8868\u4e2d\u7684reaction_matrix\uff1a<\/p>\n<p><code>{ &quot;patterns&quot;: [ { &quot;source&quot;: &quot;twitter-alt&quot;, &quot;tags&quot;: [&quot;tweet&quot;, &quot;posted&quot;], &quot;target&quot;: &quot;growth&quot;, &quot;type&quot;: &quot;analyze&quot;, &quot;probability&quot;: 0.3, &quot;cooldown&quot;: 120 }, { &quot;source&quot;: &quot;*&quot;, &quot;tags&quot;: [&quot;mission:failed&quot;], &quot;target&quot;: &quot;brain&quot;, &quot;type&quot;: &quot;diagnose&quot;, &quot;probability&quot;: 1.0, &quot;cooldown&quot;: 60 } ]}Xalt\u53d1\u5e03\u4e00\u6761\u63a8\u6587 \u2192 \u670930%\u7684\u51e0\u7387Growth\u4f1a\u5206\u6790\u5176\u8868\u73b0\u3002\u4efb\u4f55\u4efb\u52a1\u5931\u8d25 \u2192 100%\u7684\u51e0\u7387Sage\u4f1a\u8bca\u65ad\u3002<\/code><\/p>\n<p><strong>\u6982\u7387\u4e0d\u662fbug\uff0c\u800c\u662f\u7279\u6027\u3002<\/strong><\/p>\n<p>100%\u786e\u5b9a\u6027 = \u673a\u5668\u4eba\u3002\u52a0\u70b9\u968f\u673a\u6027 = \u611f\u89c9\u66f4\u50cf\u771f\u5b9e\u7684\u56e2\u961f\uff0c\u300c\u6709\u65f6\u6709\u4eba\u56de\u5e94\uff0c\u6709\u65f6\u6ca1\u4eba\u7406\u300d\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/6C78B89B7FA1668EC14D0DF926B2DBA2C0B626C9_size5_w292_h73.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><strong>\u81ea\u6211\u4fee\u590d\uff1a\u7cfb\u7edf\u603b\u4f1a\u5361\u4f4f<\/strong><\/p>\n<p>VPS\u91cd\u542f\u3001\u7f51\u7edc\u6ce2\u52a8\u3001API\u8d85\u65f6 \u2014\u2014 \u6b65\u9aa4\u4f1a\u5361\u5728\u8fd0\u884c\u72b6\u6001\uff0c\u4f46\u5b9e\u9645\u6ca1\u4eba\u5904\u7406\u3002<\/p>\n<p>\u5fc3\u8df3\u5305\u542b recoverStaleSteps\uff1a<\/p>\n<p><code>\/\/ 30\u5206\u949f\u65e0\u8fdb\u5c55 \u2192 \u6807\u8bb0\u5931\u8d25 \u2192 \u68c0\u67e5\u4efb\u52a1\u662f\u5426\u5e94\u7ed3\u675fconst STALE_THRESHOLD_MS = 30 * 60 * 1000;const { data: stale } = await sb .from('ops_mission_steps') .select('id, mission_id') .eq('status', 'running') .lt('reserved_at', staleThreshold);for (const step of stale) { await sb.from('ops_mission_steps').update({ status: 'failed', last_error: 'Stale: no progress for 30 minutes', }).eq('id', step.id); await maybeFinalizeMissionIfDone(sb, step.mission_id);}<\/code><\/p>\n<p>maybeFinalizeMissionIfDone\u68c0\u67e5\u4efb\u52a1\u4e2d\u7684\u6240\u6709\u6b65\u9aa4\u2014\u2014\u4efb\u4f55\u4e00\u6b65\u5931\u8d25\u610f\u5473\u7740\u6574\u4e2a\u4efb\u52a1\u5931\u8d25\uff0c\u5168\u90e8\u5b8c\u6210\u610f\u5473\u7740\u6210\u529f\u3002\u4e0d\u518d\u6709\u201c\u56e0\u4e3a\u4e00\u6b65\u6210\u529f\u5c31\u628a\u6574\u4e2a\u4efb\u52a1\u6807\u8bb0\u4e3a\u6210\u529f\u201d\u7684\u60c5\u51b5\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/6C78B89B7FA1668EC14D0DF926B2DBA2C0B626C9_size5_w292_h73.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p><strong>\u5b8c\u6574\u67b6\u6784<\/strong><\/p>\n<p>\u4e09\u5c42\u7ed3\u6784\uff0c\u804c\u8d23\u6e05\u6670\uff1a<\/p>\n<p><strong>OpenClaw(VPS)<\/strong>\uff1a\u601d\u8003+\u6267\u884c\uff08\u5927\u8111+\u624b\uff09<\/p>\n<p><strong>Vercel<\/strong>\uff1a\u5ba1\u6279+\u76d1\u63a7\uff08\u63a7\u5236\u5e73\u9762\uff09<\/p>\n<p><strong>Supabase<\/strong>\uff1a\u6240\u6709\u72b6\u6001\uff08\u5171\u4eab\u76ae\u5c42\uff09<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/144DFEA02621B7C8E7AD7E51AA098EAA4BDB41E1_size31_w640_h316.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5168\u7403\u9996\u5bb6\u65e0\u4eba\u516c\u53f8\u5f00\u4e1a\uff01OpenClaw 24\u5c0f\u65f6\u4e0d\u4f11\uff0c\u75af\u72c2\u78be\u538b\u6253\u5de5\u4eba\"  \/><\/p>\n<p>\u73b0\u5728\uff0c\u8fd96\u4e2a\u667a\u80fd\u4f53\u6bcf\u5929\u90fd\u5728\u81ea\u4e3b\u8fd0\u8425voxyz.space\u3002<\/p>\n<p>\u5b83\u8fd8\u8fdc\u975e\u5b8c\u7f8e\u2014\u2014\u667a\u80fd\u4f53\u95f4\u7684\u534f\u4f5c\u4ecd\u7136\u5f88\u57fa\u7840\uff0c\u300c\u81ea\u7531\u610f\u5fd7\u300d\u4e3b\u8981\u8fd8\u662f\u901a\u8fc7\u57fa\u4e8e\u6982\u7387\u7684\u975e\u786e\u5b9a\u6027\u6765\u6a21\u62df\u3002\u4f46\u7cfb\u7edf\u786e\u5b9e\u5728\u8fd0\u884c\uff0c\u786e\u5b9e\u4e0d\u9700\u8981\u4eba\u76ef\u7740\u3002<\/p>\n<\/p>\n<p>(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7f16\u8f91\uff1aKingHZ \u3010\u65b0\u667a\u5143\u5bfc\u8bfb\u301127\u5c81\u72ec\u7acb\u5f00\u53d1\u8005\u9760\u5b83\u6708\u5165\u6570\u4e07\uff0c\u524d\u5e02\u573a\u7ecf\u7406\u7761\u89c9\u65f6\u5b83\u5199\u90ae\u4ef6\u8d5a\u94b1\uff0c\u67cf\u6797\u8f8d\u5b66\u751f\u5356\u81ea\u5b9a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[379,71,366,164,142,280,241,136,296,88],"views":44,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/718974"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=718974"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/718974\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=718974"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=718974"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=718974"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}