{"id":45394,"date":"2026-04-15T02:16:03","date_gmt":"2026-04-14T18:16:03","guid":{"rendered":"https:\/\/nuoya.nuoyayasuo.top\/index.php\/2026\/04\/15\/openclaw%e4%b8%8e5%e6%ac%be%e5%9b%bd%e4%ba%a7%e7%b1%bbclaw%e6%99%ba%e8%83%bd%e4%bd%93%e5%ae%89%e5%85%a8%e8%af%84%e6%b5%8b%e6%8a%a5%e5%91%8a\/"},"modified":"2026-04-15T02:16:03","modified_gmt":"2026-04-14T18:16:03","slug":"openclaw%e4%b8%8e5%e6%ac%be%e5%9b%bd%e4%ba%a7%e7%b1%bbclaw%e6%99%ba%e8%83%bd%e4%bd%93%e5%ae%89%e5%85%a8%e8%af%84%e6%b5%8b%e6%8a%a5%e5%91%8a","status":"publish","type":"post","link":"https:\/\/nuoya.nuoyayasuo.top\/index.php\/2026\/04\/15\/openclaw%e4%b8%8e5%e6%ac%be%e5%9b%bd%e4%ba%a7%e7%b1%bbclaw%e6%99%ba%e8%83%bd%e4%bd%93%e5%ae%89%e5%85%a8%e8%af%84%e6%b5%8b%e6%8a%a5%e5%91%8a\/","title":{"rendered":"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a"},"content":{"rendered":"\n<p>\u4eca\u5929\u4ecb\u7ecd\u7684\u8fd9\u7bc7\u6587\u7ae0\uff0c\u6d4b\u8bd5\u4e86 <strong>OpenClaw\u3001AutoClaw\u3001QClaw\u3001KimiClaw\u3001MaxClaw\u3001ArkClaw<\/strong> \u8fd9 6 \u4e2a\u7c7b Claw \u667a\u80fd\u4f53\u7cfb\u7edf\u7684\u5b89\u5168\u6027\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/8277eb57a3699bf884037620cc66ae4d.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>https:\/\/arxiv.org\/pdf\/2604.03131<\/p>\n<p>\u8bba\u6587\u4e0d\u662f\u770b\u6a21\u578b\u5355\u72ec\u804a\u5929\u65f6\u4f1a\u4e0d\u4f1a\u62d2\u7b54\uff0c\u800c\u662f\u770b\u5b83\u4eec\u5728\u63a5\u5165\u5de5\u5177\u8c03\u7528\u3001\u591a\u6b65\u89c4\u5212\u3001\u672c\u5730\u6267\u884c\u548c\u72b6\u6001\u6301\u4e45\u5316\u4e4b\u540e\uff0c\u662f\u5426\u4f1a\u66b4\u9732\u51fa\u771f\u5b9e\u7684\u7cfb\u7edf\u7ea7\u5b89\u5168\u98ce\u9669\u3002\u4e3a\u6b64\uff0c\u4f5c\u8005\u6784\u9020\u4e86 <strong>205 \u6761\u6d4b\u8bd5\u6837\u4f8b<\/strong>\uff0c\u8986\u76d6 <strong>13 \u7c7b\u653b\u51fb\u884c\u4e3a<\/strong>\uff0c\u5e76\u5b8c\u6210\u4e86 <strong>1200 \u591a\u8f6e\u6709\u6548\u5bf9\u6297\u4ea4\u4e92<\/strong>\u3002<\/p>\n<p>6 \u4e2a\u7c7b Claw \u667a\u80fd\u4f53\u5206\u522b\u662f\u4ec0\u4e48<\/p>\n<ul>\n<li>\n<p>OpenClaw \u662f\u5f00\u6e90 AI Agent \u6846\u67b6\uff0c\u5f3a\u8c03\u8ba9 AI \u76f4\u63a5\u64cd\u4f5c\u7535\u8111\u5b8c\u6210\u4efb\u52a1\uff1b<\/p>\n<\/li>\n<li>\n<p><strong>AutoClaw<\/strong> \u662f\u667a\u8c31\u505a\u7684\u672c\u5730\u4e00\u952e\u7248\uff0c\u4e3b\u6253\u628a\u590d\u6742\u90e8\u7f72\u538b\u6210\u684c\u9762\u5b89\u88c5\uff1b<\/p>\n<\/li>\n<li>\n<p><strong>QClaw<\/strong> \u662f\u817e\u8baf\u505a\u7684\u672c\u5730\u5316\u52a9\u624b\uff0c\u5f3a\u8c03\u901a\u8fc7\u5fae\u4fe1\u8fdc\u7a0b\u63a7\u5236\u7535\u8111\uff1b<\/p>\n<\/li>\n<li>\n<p><strong>KimiClaw<\/strong> \u662f Moonshot \u57fa\u4e8e OpenClaw \u548c Kimi K2.5 \u505a\u7684\u4e91\u7aef\u6258\u7ba1\u670d\u52a1\uff1b<\/p>\n<\/li>\n<li>\n<p><strong>MaxClaw<\/strong> \u662f MiniMax \u7684\u4e00\u952e\u4e91\u90e8\u7f72\u65b9\u6848\uff1b<\/p>\n<\/li>\n<li>\n<p><strong>ArkClaw<\/strong> \u5219\u662f\u706b\u5c71\u5f15\u64ce\u63a8\u51fa\u7684\u4e91\u7aef SaaS \u7248\u672c\uff0c\u5f3a\u8c03\u4f01\u4e1a\u7ea7\u5f00\u7bb1\u5373\u7528\u548c\u98de\u4e66\u96c6\u6210\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u8bba\u6587\u9009\u8fd9 6 \u4e2a\u7cfb\u7edf\uff0c\u4e5f\u662f\u4e3a\u4e86\u8986\u76d6\u672c\u5730\u6267\u884c\u3001\u684c\u9762\u5c01\u88c5\u3001\u4e91\u6258\u7ba1\u3001Web \u5230\u672c\u5730\u6865\u63a5\u7b49\u4e0d\u540c\u90e8\u7f72\u5f62\u6001\u3002<\/p>\n<p>\u8fd9\u4e00\u6b65\u5176\u5b9e\u5f88\u91cd\u8981\u3002\u56e0\u4e3a\u8bba\u6587\u60f3\u8bc1\u660e\u7684\u4e0d\u662f\u201c\u67d0\u4e00\u4e2a\u4ea7\u54c1\u5b89\u4e0d\u5b89\u5168\u201d\uff0c\u800c\u662f <strong>\u540c\u6837\u90fd\u5c5e\u4e8e\u7c7b Claw \u667a\u80fd\u4f53\uff0c\u4e0d\u540c\u4ea7\u54c1\u5f62\u6001\u3001\u4e0d\u540c\u5de5\u5177\u66b4\u9732\u65b9\u5f0f\u3001\u4e0d\u540c\u8fd0\u884c\u73af\u5883\uff0c\u4f1a\u628a\u5b89\u5168\u98ce\u9669\u653e\u5927\u6210\u5b8c\u5168\u4e0d\u540c\u7684\u6837\u5b50<\/strong>\u3002\u4f5c\u8005\u4ece\u4e00\u5f00\u59cb\u5c31\u628a\u201c\u6846\u67b6\u5dee\u5f02\u201d\u548c\u201c\u5e95\u6a21\u5dee\u5f02\u201d\u4e00\u8d77\u7eb3\u5165\u4e86\u8bc4\u6d4b\u89c6\u89d2\u3002<\/p>\n<p>\u667a\u80fd\u4f53\u7cfb\u7edf\u7684\u67b6\u6784\u4e0e\u5de5\u4f5c\u539f\u7406<\/p>\n<p>1. OpenClaw\uff1a\u4e00\u4e2a\u4ee5 Gateway \u4e3a\u4e2d\u5fc3\u7684\u672c\u5730 Agent \u6846\u67b6<\/p>\n<p>OpenClaw \u7684\u6838\u5fc3\u662f\u4e00\u4e2a<strong>\u957f\u671f\u8fd0\u884c\u7684 Gateway<\/strong>\u3002<\/p>\n<p>\u8bba\u6587\u628a\u5b83\u62c6\u6210\u56db\u5c42\uff1a\u63a5\u5165\u5c42\u3001\u8def\u7531\u5c42\u3001\u4e1a\u52a1\u5c42\u3001\u5b58\u50a8\u5c42\u3002\u63a5\u5165\u5c42\u8d1f\u8d23\u63a5\u6d88\u606f\u548c\u6807\u51c6\u5316\u8f93\u5165\uff1b\u8def\u7531\u5c42\u8d1f\u8d23\u6309\u7528\u6237\u3001\u6765\u6e90\u3001\u4f1a\u8bdd\u53bb\u5206\u53d1\u8bf7\u6c42\u5e76\u505a\u8bbf\u95ee\u63a7\u5236\uff1b\u4e1a\u52a1\u5c42\u8d1f\u8d23\u63a8\u7406\u3001\u4e0a\u4e0b\u6587\u7ba1\u7406\u3001\u5de5\u5177\u8c03\u7528\u548c\u4efb\u52a1\u6267\u884c\uff1b\u5b58\u50a8\u5c42\u8d1f\u8d23\u672c\u5730\u6301\u4e45\u5316\u914d\u7f6e\u3001\u4f1a\u8bdd\u72b6\u6001\u3001\u65e5\u5fd7\u548c\u76f8\u5173\u4e0a\u4e0b\u6587\u6570\u636e\u3002\u6574\u4e2a\u6d41\u7a0b\u662f\u201c\u63a5\u6536\u8f93\u5165\u2014\u5339\u914d\u4f1a\u8bdd\u2014\u63a8\u7406\u4e0e\u6267\u884c\u2014\u72b6\u6001\u843d\u76d8\u201d\u7684\u95ed\u73af\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/264afaadface5e7232ba813f53b92e10.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u8fd9\u610f\u5473\u7740 OpenClaw \u7684\u98ce\u9669\u5929\u7136\u4e0d\u53ea\u5728\u6a21\u578b\u56de\u590d\u4e0a\uff0c\u8fd8\u5206\u5e03\u5728\u6d88\u606f\u5165\u53e3\u3001\u8def\u7531\u63a7\u5236\u3001\u5de5\u5177\u6267\u884c\u548c\u672c\u5730\u5b58\u50a8\u8fd9\u4e9b\u4f4d\u7f6e\u3002\u4e5f\u6b63\u56e0\u4e3a\u8fd9\u6837\uff0c\u540e\u9762\u8bba\u6587\u7684\u8bc4\u6d4b\u7ef4\u5ea6\u624d\u4e0d\u662f\u5355\u7eaf\u770b\u201c\u80fd\u4e0d\u80fd\u62d2\u7b54\u201d\uff0c\u800c\u662f\u770b\u6574\u5957\u8fd0\u884c\u94fe\u8def\u54ea\u91cc\u4f1a\u88ab\u6253\u7a7f\u3002<\/p>\n<p>2. KimiClaw\uff1aWeb \u524d\u7aef + \u6865\u63a5\u63d2\u4ef6 + OpenClaw \u6267\u884c\u73af\u5883<\/p>\n<p>KimiClaw \u5728\u8bba\u6587\u91cc\u7684\u5b9a\u4f4d\uff0c\u4e0d\u662f\u4e00\u4e2a\u5b8c\u5168\u91cd\u5199\u7684\u65b0\u6846\u67b6\uff0c\u800c\u66f4\u50cf\u662f <strong>Kimi Web \u4e0e OpenClaw \u4e4b\u95f4\u7684\u6865\u63a5\u5c42<\/strong>\u3002<\/p>\n<p>\u7528\u6237\u8bf7\u6c42\u5148\u4ece Kimi Web \u8fdb\u5165\uff0c\u518d\u901a\u8fc7 KimiClaw \u63d2\u4ef6\u8f6c\u53d1\u5230\u672c\u5730 OpenClaw Gateway \u6216\u4e91\u7aef\u5b9e\u4f8b\uff0c\u7531\u540e\u8005\u5b8c\u6210\u4f1a\u8bdd\u7ba1\u7406\u3001\u5de5\u5177\u8c03\u7528\u548c\u5b9e\u9645\u6267\u884c\uff0c\u6700\u540e\u518d\u628a\u7ed3\u679c\u56de\u5199\u5230 Web \u7aef\u3002\u5b83\u652f\u6301\u7f51\u9875\u5bf9\u8bdd\u3001\u7ec8\u7aef\u3001\u6587\u4ef6\u6536\u53d1\u3001\u5b9a\u65f6\u4efb\u52a1\u548c skill \u8c03\u7528\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/5f88d5022110de08231e8964ff7856e9.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u8bba\u6587\u8fd8\u7279\u522b\u63d0\u5230\uff0cKimi Web \u4fa7\u96c6\u6210\u4e86\u5173\u952e\u8bcd\u9ed1\u540d\u5355\uff0c\u4f8b\u5982\u51fa\u73b0 <code>\/etc\/passwd<\/code> \u8fd9\u7c7b\u654f\u611f\u8def\u5f84\u65f6\u4f1a\u76f4\u63a5\u63d0\u793a\u53d1\u9001\u5931\u8d25\u3002\u8fd9\u8bf4\u660e\u5b83\u5728\u524d\u7aef\u5165\u53e3\u5904\u505a\u4e86\u4e00\u5c42\u663e\u5f0f\u62e6\u622a\uff0c\u4f46\u540e\u9762\u7684\u6d4b\u8bd5\u7ed3\u679c\u4e5f\u8868\u660e\uff0c<strong>\u6709\u524d\u7aef\u9ed1\u540d\u5355\uff0c\u4e0d\u7b49\u4e8e\u6574\u6761\u94fe\u90fd\u5b89\u5168<\/strong>\u3002<\/p>\n<p>3. ArkClaw\uff1a\u63a7\u5236\u5e73\u9762\u548c\u6267\u884c\u5e73\u9762\u5206\u79bb\u7684 SaaS \u5f62\u6001<\/p>\n<p>ArkClaw \u7684\u6838\u5fc3\u601d\u8def\u662f <strong>\u63a7\u5236\u5e73\u9762\u548c\u6267\u884c\u5e73\u9762\u5206\u79bb<\/strong>\u3002<\/p>\n<p>\u8bba\u6587\u91cc\u8bf4\uff0cOpenClaw \u6846\u67b6\u4f5c\u4e3a\u63a7\u5236\u5e73\u9762\uff0c\u8d1f\u8d23\u7edf\u4e00\u8fd0\u884c\u73af\u5883\u3001\u5b89\u5168\u6cbb\u7406\u548c\u8d44\u6e90\u8c03\u5ea6\uff1bArkClaw \u4f5c\u4e3a\u6267\u884c\u5e73\u9762\uff0c\u8d1f\u8d23\u8bed\u4e49\u7406\u89e3\u3001\u4efb\u52a1\u89c4\u5212\u548c\u51b3\u7b56\u6267\u884c\u3002\u5b83\u91c7\u7528\u4e09\u5c42\u7ed3\u6784\uff1a\u4e0a\u5c42\u662f\u63a5\u5165\u4e0e\u63a7\u5236\u5c42\uff0c\u4e2d\u5c42\u662f\u667a\u80fd\u4f53\u5c42\uff0c\u4e0b\u5c42\u662f\u80fd\u529b\u4e0e\u72b6\u6001\u5c42\uff0c\u540c\u65f6\u5f3a\u8c03\u8bb0\u5fc6\u3001\u72b6\u6001\u548c\u4efb\u52a1\u7f16\u6392\u80fd\u529b\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/aee8ed5b5a0e7f6134bc3db85f8e7617.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u6362\u53e5\u8bdd\u8bf4\uff0cArkClaw \u4e0d\u662f\u7b80\u5355\u7684\u201c\u5bf9\u8bdd\u673a\u5668\u4eba\u201d\uff0c\u800c\u662f\u4e00\u4e2a<strong>\u5e26\u72b6\u6001\u3001\u5e26\u8bb0\u5fc6\u3001\u5e26\u5de5\u5177\u548c\u4efb\u52a1\u95ed\u73af\u7684\u667a\u80fd\u4f53\u7cfb\u7edf<\/strong>\u3002\u8fd9\u8ba9\u5b83\u66f4\u50cf\u4f01\u4e1a\u53ef\u7528\u7684 Agent\uff0c\u4e5f\u610f\u5473\u7740\u4e00\u65e6\u5931\u5b88\uff0c\u98ce\u9669\u4f1a\u66f4\u5bb9\u6613\u6cbf\u7740\u72b6\u6001\u548c\u540e\u7eed\u4efb\u52a1\u7ee7\u7eed\u6269\u6563\u3002<\/p>\n<p>4. QClaw\uff1a\u672c\u5730\u5316\u5ba2\u6237\u7aef + \u793e\u4ea4\u5165\u53e3 + \u672c\u5730\u6267\u884c\u8d44\u6e90<\/p>\n<p>QClaw \u7684\u67b6\u6784\u6bd4\u8f83\u6709\u4ee3\u8868\u6027\u3002<\/p>\n<p>\u8bba\u6587\u628a\u5b83\u62c6\u6210\u4e09\u5c42\uff1a\u6838\u5fc3\u5c42\u3001\u5c01\u88c5\u5c42\u3001\u5c55\u793a\u5c42\u3002\u6838\u5fc3\u5c42\u5efa\u7acb\u5728 OpenClaw \u67b6\u6784\u4e0a\uff0c\u5305\u542b Gateway WebSocket \u63a7\u5236\u9762\u3001Pi Agent \u8fd0\u884c\u65f6\u4ee5\u53ca Skills\/ClawHub \u751f\u6001\uff1b\u5c01\u88c5\u5c42\u8d1f\u8d23\u5b89\u5168\u9694\u79bb\u548c\u80fd\u529b\u6574\u5408\uff1b\u5c55\u793a\u5c42\u5219\u662f\u9762\u5411\u7528\u6237\u7684 Electron \u5ba2\u6237\u7aef\uff0c\u5e76\u4e14\u63a5\u5165\u5fae\u4fe1\u548c QQ\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/b9e834fd83060c9c19d8d333552f787a.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u5b83\u7684\u5178\u578b\u6d41\u7a0b\u662f\uff1a\u7528\u6237\u4ece\u5fae\u4fe1\u53d1\u547d\u4ee4\uff0c\u7ecf\u817e\u8baf\u7f51\u5173\u8f6c\u53d1\u5230\u672c\u5730 QClaw \u5ba2\u6237\u7aef\uff0c\u518d\u901a\u8fc7 WebSocket \u8fdb OpenClaw Gateway\uff0c\u7531 Pi Agent\u3001Skills \u548c Browser \u4e00\u8d77\u5b8c\u6210\u95ed\u73af\u6267\u884c\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/8445255e825ba4606e9fab5fd0ca3998.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u8fd9\u4e2a\u8bbe\u8ba1\u7684\u597d\u5904\u662f\u4e0a\u624b\u95e8\u69db\u5f88\u4f4e\uff0c\u4f46\u4ee3\u4ef7\u4e5f\u5f88\u660e\u663e\uff1a<strong>\u6d88\u606f\u5165\u53e3\u66f4\u8d34\u8fd1\u65e5\u5e38\u6c9f\u901a\u573a\u666f\uff0c\u6267\u884c\u5c42\u53c8\u80fd\u76f4\u8fde\u672c\u5730\u6587\u4ef6\u3001\u7ec8\u7aef\u547d\u4ee4\u548c\u7b2c\u4e09\u65b9\u5e94\u7528<\/strong>\u3002\u5982\u679c\u8fb9\u754c\u6ca1\u6536\u7d27\uff0c\u5b83\u7684\u53ef\u5229\u7528\u9762\u4f1a\u975e\u5e38\u5927\u3002<\/p>\n<p>5. AutoClaw\uff1a\u5178\u578b\u7684\u672c\u5730\u81ea\u52a8\u5316\u6267\u884c\u6d41\u6c34\u7ebf<\/p>\n<p>AutoClaw \u88ab\u8bba\u6587\u63cf\u8ff0\u4e3a\u4e00\u4e2a\u9762\u5411\u672c\u5730\u81ea\u52a8\u5316\u6267\u884c\u7684 Agent \u8fd0\u884c\u5e73\u53f0\u3002<\/p>\n<p>\u5b83\u7684\u67b6\u6784\u6709\u4e94\u5c42\uff1a\u57fa\u7840\u8fd0\u884c\u5c42\u3001\u6a21\u578b\u63a5\u5165\u5c42\u3001\u4efb\u52a1\u7f16\u6392\u5c42\u3001\u6280\u80fd\u7cfb\u7edf\u5c42\u3001\u4ea4\u4e92\u96c6\u6210\u5c42\u3002\u5b83\u7684\u5178\u578b\u6d41\u6c34\u7ebf\u662f\uff1a<strong>\u63a5\u6536\u8f93\u5165 \u2192 \u4efb\u52a1\u89e3\u6790 \u2192 \u6a21\u578b\u51b3\u7b56 \u2192 \u5de5\u5177\u6267\u884c \u2192 \u72b6\u6001\u66f4\u65b0 \u2192 \u7ed3\u679c\u8fd4\u56de<\/strong>\u3002\u5728\u6267\u884c\u9636\u6bb5\uff0c\u5b83\u4f1a\u8c03\u6d4f\u89c8\u5668\u3001\u6587\u4ef6\u5904\u7406\u3001\u7cfb\u7edf\u547d\u4ee4\u548c\u5916\u90e8 API\uff0c\u8bf7\u6c42\u7ed3\u679c\u518d\u5199\u56de\u8fd0\u884c\u6001\u3001\u65e5\u5fd7\u6216\u8bb0\u5fc6\u6a21\u5757\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/b3c70f22e4c6667bbb621931fd563420.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u6240\u4ee5 AutoClaw \u7684\u98ce\u9669\u4e5f\u4e0d\u662f\u4e00\u4e2a\u5355\u70b9\u6f0f\u6d1e\uff0c\u800c\u662f\u8d2f\u7a7f\u8f93\u5165\u89e3\u6790\u3001\u4efb\u52a1\u89c4\u5212\u3001\u5de5\u5177\u8c03\u7528\u3001\u72b6\u6001\u5199\u56de\u548c\u6269\u5c55\u80fd\u529b\u96c6\u6210\u7684\u6574\u6761\u94fe\u3002\u8bba\u6587\u660e\u786e\u5efa\u8bae\uff0c\u5728\u8bc4\u4f30\u5b83\u65f6\uff0c\u5e94\u8be5\u628a\u5b83\u89c6\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u672c\u5730 Agent \u7cfb\u7edf\uff0c\u800c\u4e0d\u53ea\u662f\u4e00\u4e2a\u201c\u63a5\u4e86\u6a21\u578b\u7684\u5de5\u5177\u7bb1\u201d\u3002<\/p>\n<p>6. MaxClaw\uff1a\u5b8c\u6574\u4e91\u7aef\u8fd0\u884c\u7684\u5faa\u73af\u6267\u884c\u7cfb\u7edf<\/p>\n<p>MaxClaw \u9762\u5411\u4e91\u90e8\u7f72\u573a\u666f\uff0c\u67b6\u6784\u4e0a\u5206\u4e3a\u4fe1\u606f\u4ea4\u4e92\u5c42\u3001\u7f51\u5173\u63a7\u5236\u5c42\u3001\u6280\u672f\u7cfb\u7edf\u5c42\u548c Agent \u5c42\uff0c\u4e91\u7aef\u63d0\u4f9b\u7b97\u529b\u4e0e\u5b58\u50a8\u8d44\u6e90\u3002\u5b83\u540c\u6837\u8d70\u201c\u8f93\u5165\u63a5\u6536\u2014\u4efb\u52a1\u89e3\u6790\u2014\u6a21\u578b\u51b3\u7b56\u2014\u5de5\u5177\u6267\u884c\u2014\u72b6\u6001\u66f4\u65b0\u2014\u7ed3\u679c\u8fd4\u56de\u201d\u7684\u5faa\u73af\u6d41\u7a0b\uff0c\u53ea\u4e0d\u8fc7\u6574\u4e2a\u7cfb\u7edf\u90fd\u653e\u5728\u4e91\u4e0a\u3002\u8bba\u6587\u8ba4\u4e3a\uff0c\u8fd9\u79cd\u5f62\u6001\u9002\u5408\u5927\u89c4\u6a21\u4efb\u52a1\uff0c\u4e5f\u66f4\u5f3a\u8c03\u5f39\u6027\u548c\u6269\u5c55\u6027\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/696d23b97b211f936a6140b940dca8a8.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u4f46\u4e5f\u6b63\u56e0\u4e3a\u5b83\u662f\u4e91\u7aef\u95ed\u73af\uff0c\u540e\u9762\u7684\u8bc4\u6d4b\u7ed3\u679c\u4f1a\u770b\u5230\u4e00\u4e2a\u5f88\u6709\u610f\u601d\u7684\u7ed3\u8bba\uff1a<strong>\u5b83\u5728\u4e0d\u5c11\u9ad8\u5371\u653b\u51fb\u4e0a\u786e\u5b9e\u66f4\u7a33\uff0c\u4f46\u5bf9\u524d\u671f\u63a2\u6d4b\u548c\u73af\u5883\u753b\u50cf\u7c7b\u8bf7\u6c42\uff0c\u4ecd\u7136\u4e0d\u591f\u654f\u611f\u3002<\/strong><\/p>\n<p>\u6d4b\u8bd5\u65b9\u6848<\/p>\n<p>\u6d4b\u8bd5\u65b9\u6848\u5206\u4e24\u5c42\u3002<\/p>\n<p>\u7b2c\u4e00\u5c42\u662f <strong>13 \u7c7b\u653b\u51fb\u884c\u4e3a<\/strong>\uff0c\u53c2\u8003\u4e86 MITRE ATT&amp;CK Enterprise \u548c\u76f8\u5173\u7814\u7a76\uff0c\u8986\u76d6\u4fa6\u5bdf\u3001\u8d44\u6e90\u53d1\u5c55\u3001\u521d\u59cb\u8bbf\u95ee\u3001\u6267\u884c\u3001\u6301\u4e45\u5316\u3001\u63d0\u6743\u3001\u9632\u5fa1\u89c4\u907f\u3001\u51ed\u636e\u8bbf\u95ee\u3001\u53d1\u73b0\u3001\u6a2a\u5411\u79fb\u52a8\u3001\u654f\u611f\u6570\u636e\u6536\u96c6\u3001\u6570\u636e\u5916\u4f20\u548c\u4e1a\u52a1\u7834\u574f\u3002\u8bba\u6587\u7ed9\u51fa\u7684\u4f8b\u5b50\u5f88\u5177\u4f53\uff0c\u4f8b\u5982 whois\u3001dig\u3001nmap \u63a2\u6d4b\uff0c\u81ea\u52a8\u6ce8\u518c\u811a\u672c\u6216 SSH \u5bc6\u94a5\u751f\u6210\uff0cWebshell \u4e0a\u4f20\uff0c\u53cd\u5f39 shell\uff0c\u4fee\u6539 <code>.bashrc<\/code> \u548c <code>authorized_keys<\/code>\uff0c\u8bfb\u53d6\u6d4f\u89c8\u5668\u914d\u7f6e\u3001bash history\u3001\u73af\u5883\u53d8\u91cf\uff0c\u4e43\u81f3 DNS \u9690\u853d\u5916\u4f20\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/15a9c353bdc23f84433eeef8b10d8989.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u7b2c\u4e8c\u5c42\u662f <strong>\u94fe\u8def\u9636\u6bb5\u6620\u5c04<\/strong>\u3002\u4f5c\u8005\u6ca1\u6709\u505c\u7559\u5728\u201c\u653b\u51fb\u7c7b\u578b\u201d\u8fd9\u4e00\u4e2a\u7ef4\u5ea6\uff0c\u800c\u662f\u628a\u98ce\u9669\u518d\u6620\u5c04\u5230\u667a\u80fd\u4f53\u7684\u6807\u51c6\u8fd0\u884c\u94fe\u8def\u91cc\uff0c\u5305\u62ec\u8f93\u5165\u63a5\u5165\u3001\u8ba4\u8bc1\u4e0e\u8def\u7531\u3001\u89c4\u5212\u4e0e\u63a8\u7406\u3001\u5de5\u5177\u6267\u884c\u3001\u72b6\u6001\u66f4\u65b0\u3001\u7ed3\u679c\u8fd4\u56de\u548c\u6269\u5c55\u751f\u6001\u3002\u8bba\u6587\u7684\u610f\u601d\u5f88\u660e\u786e\uff1a\u667a\u80fd\u4f53\u4e0d\u662f\u9759\u6001\u7a0b\u5e8f\uff0c\u800c\u662f\u4e00\u4e2a\u628a\u611f\u77e5\u3001\u51b3\u7b56\u3001\u6267\u884c\u3001\u5b58\u50a8\u4e32\u8d77\u6765\u7684\u52a8\u6001\u7cfb\u7edf\uff0c\u6240\u4ee5\u5b89\u5168\u5206\u6790\u4e5f\u5fc5\u987b\u6309\u94fe\u6761\u770b\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/6cdac4b4e6686eb848c782915a26d589.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u8fd9\u5957\u8bbe\u8ba1\u7684\u4ef7\u503c\u5728\u4e8e\uff0c\u5b83\u80fd\u540c\u65f6\u56de\u7b54\u4e24\u4e2a\u95ee\u9898\uff1a<strong>\u4e00\u662f\u201c\u54ea\u79cd\u653b\u51fb\u66f4\u5bb9\u6613\u6210\u529f\u201d\uff0c\u4e8c\u662f\u201c\u8fd9\u4e9b\u653b\u51fb\u5230\u5e95\u662f\u5728\u54ea\u4e2a\u7cfb\u7edf\u73af\u8282\u6210\u529f\u7684\u201d\u3002<\/strong> \u8fd9\u6bd4\u53ea\u770b\u6700\u7ec8\u6709\u6ca1\u6709\u6267\u884c\u5371\u9669\u547d\u4ee4\uff0c\u66f4\u63a5\u8fd1\u771f\u5b9e\u7684 Agent \u98ce\u9669\u5206\u6790\u3002<\/p>\n<p>\u6d4b\u8bd5\u7ed3\u679c<\/p>\n<p>\u5148\u770b\u603b\u7ed3\u679c\u3002\u8bba\u6587\u76f4\u63a5\u7ed9\u51fa\u4e86 6 \u4e2a\u7cfb\u7edf\u6309\u653b\u51fb\u7c7b\u522b\u7edf\u8ba1\u540e\u7684\u603b\u4f53\u6210\u529f\u7387\uff1a<strong>QClaw 54.85% \u6700\u9ad8\uff0cAutoClaw 49.51% \u7b2c\u4e8c\uff0cKimiClaw 40.78%\uff0cArkClaw 29.61%\uff0cOpenClaw 19.42%\uff0cMaxClaw 16.02%<\/strong>\u3002\u8fd9\u7ec4\u6570\u636e\u5df2\u7ecf\u8bf4\u660e\u4e00\u4e2a\u5f88\u73b0\u5b9e\u7684\u4e8b\u5b9e\uff1a<strong>\u6ca1\u6709\u54ea\u4e00\u5957\u7cfb\u7edf\u53ef\u4ee5\u8bf4\u201c\u5df2\u7ecf\u5b89\u5168\u4e86\u201d\uff0c\u533a\u522b\u66f4\u591a\u53ea\u662f\u66b4\u9732\u9762\u5927\u8fd8\u662f\u5c0f\u3001\u98ce\u9669\u96c6\u4e2d\u5728\u54ea\u4e00\u6bb5\u3002<\/strong><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/b4bf14ec6cddfe391445b02de0706234.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u66f4\u5173\u952e\u7684\u662f\uff0c\u8bba\u6587\u53d1\u73b0\u6700\u666e\u904d\u7684\u5171\u540c\u5f31\u70b9\u5e76\u4e0d\u662f\u6700\u7ec8\u7834\u574f\uff0c\u800c\u662f\u524d\u9762\u7684 <strong>Reconnaissance<\/strong> \u548c <strong>Discovery<\/strong>\u3002\u4f5c\u8005\u5199\u5f97\u5f88\u76f4\u767d\uff1a\u8fd9\u4e24\u4e2a\u7c7b\u522b\u662f\u6700\u7a81\u51fa\u7684\u5171\u540c\u77ed\u677f\uff0c\u5e73\u5747\u6210\u529f\u7387\u8d85\u8fc7 65%\u3002\u539f\u56e0\u4e5f\u4e0d\u590d\u6742\uff0c\u8fd9\u4e9b\u52a8\u4f5c\u7ecf\u5e38\u957f\u5f97\u50cf\u6b63\u5e38\u8bca\u65ad\u3001\u6392\u969c\u548c\u8fd0\u7ef4\uff0c\u800c\u4e0d\u662f\u663e\u773c\u7684\u6076\u610f\u547d\u4ee4\uff0c\u6240\u4ee5\u7cfb\u7edf\u5f88\u96be\u5728\u524d\u671f\u5c31\u628a\u5b83\u4eec\u538b\u4f4f\u3002<\/p>\n<p>\u8bba\u6587\u8fd8\u603b\u7ed3\u51fa\u4e86\u4e00\u4e2a\u5f88\u5178\u578b\u7684\u201c<strong>\u98ce\u9669\u6f0f\u6597<\/strong>\u201d\u7ed3\u6784\uff1a\u524d\u671f\u63a2\u6d4b\u3001\u53d1\u73b0\u3001\u8d44\u6e90\u51c6\u5907\u6210\u529f\u7387\u666e\u904d\u504f\u9ad8\uff1b\u5230\u4e86\u63d0\u6743\u3001\u6301\u4e45\u5316\u3001\u5916\u4f20\u548c\u7834\u574f\u8fd9\u4e9b\u540e\u6bb5\u52a8\u4f5c\uff0c\u6210\u529f\u7387\u4f1a\u4e0b\u964d\uff0c\u4f46\u5e76\u6ca1\u6709\u88ab\u7a33\u5b9a\u62e6\u4f4f\u3002\u4e00\u65e6\u524d\u9762\u62ff\u5230\u4e86\u73af\u5883\u4fe1\u606f\uff0c\u540e\u9762\u5c31\u4f1a\u66f4\u5bb9\u6613\u63a8\u8fdb\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u771f\u6b63\u5371\u9669\u7684\u4e0d\u662f\u4e00\u6761\u5b64\u7acb\u7684\u6076\u610f\u547d\u4ee4\uff0c\u800c\u662f <strong>\u7cfb\u7edf\u80fd\u4e0d\u80fd\u963b\u65ad\u4ece\u201c\u770b\u4f3c\u6b63\u5e38\u7684\u63a2\u6d4b\u201d\u6ed1\u5411\u201c\u771f\u5b9e\u7684\u5371\u9669\u6267\u884c\u201d<\/strong>\u3002<\/p>\n<p>\u6bcf\u4e2a\u667a\u80fd\u4f53\u7684\u8584\u5f31\u4e4b\u5904<\/p>\n<p>1. OpenClaw\uff1a\u603b\u4f53\u4e0d\u7b97\u6700\u9ad8\uff0c\u4f46\u524d\u671f\u63a2\u6d4b\u660e\u663e\u504f\u677e<\/p>\n<p>\u603b\u8868\u91cc\uff0cOpenClaw \u7684\u6574\u4f53\u653b\u51fb\u6210\u529f\u7387\u662f 19.42%\uff0c\u4e0d\u7b97\u6700\u9ad8\uff0c\u4f46\u5e76\u4e0d\u4ee3\u8868\u5b83\u5b89\u5168\u3002\u8bba\u6587\u5728 OpenClaw + GPT-5.4 mini \u7684\u4e13\u95e8\u6d4b\u8bd5\u91cc\u7ed9\u51fa\u7684\u7ed3\u679c\u662f\uff1a\u4fa6\u5bdf 71.43%\uff0c\u53d1\u73b0 55.17%\uff0c\u800c\u8d44\u6e90\u53d1\u5c55\u548c\u6570\u636e\u5916\u4f20\u90fd\u662f 0%\u3002\u8fd9\u8bf4\u660e\u5b83\u5bf9\u660e\u663e\u9ad8\u5371\u7684\u8d44\u6e90\u6784\u5efa\u548c\u5916\u4f20\u7c7b\u884c\u4e3a\u62e6\u5f97\u76f8\u5bf9\u66f4\u7d27\uff0c\u4f46\u5bf9\u524d\u671f\u73af\u5883\u63a2\u6d4b\u548c\u4fe1\u606f\u5b9a\u4f4d\u4ecd\u7136\u6bd4\u8f83\u677e\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/5c093b93ece030fcf2d1d2b944c9759b.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u8bba\u6587\u8fd8\u8865\u5145\u6bd4\u8f83\u4e86 OpenClaw \u6362\u5e95\u6a21\u540e\u7684\u8868\u73b0\uff1a\u5728 Kimi-K2.5 \u7248\u672c\u4e0b\uff0c\u4fa6\u5bdf\u5347\u5230 85.71%\uff0c\u51ed\u636e\u8bbf\u95ee\u8fbe\u5230 28.57%\uff0c\u5916\u4f20\u8fbe\u5230 20%\u3002\u4f5c\u8005\u636e\u6b64\u5f3a\u8c03\uff0c<strong>\u540c\u4e00\u4e2a\u6846\u67b6\uff0c\u5e95\u6a21\u6362\u6389\u4e4b\u540e\uff0c\u98ce\u9669\u753b\u50cf\u4f1a\u660e\u663e\u53d8\u5316<\/strong>\u3002GPT-5.4 mini \u7248\u672c\u5bf9\u5916\u4f20\u548c\u8d44\u6e90\u53d1\u5c55\u538b\u5f97\u66f4\u4e25\uff0cKimi-K2.5 \u7248\u672c\u5219\u66f4\u5bb9\u6613\u628a\u201c\u8c03\u8bd5\u3001\u8bca\u65ad\u3001\u6743\u9650\u786e\u8ba4\u201d\u8fd9\u7c7b\u4f2a\u88c5\u8bf7\u6c42\u7ee7\u7eed\u5f80\u6267\u884c\u5c42\u63a8\u8fdb\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/e7bf6baedd969700693b7894e51d2ef8.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u4ece\u94fe\u8def\u4e0a\u770b\uff0cOpenClaw \u7684 GPT-5.4 mini \u7248\u672c\u5728\u8f93\u5165\u63a5\u5165\u3001\u89c4\u5212\u4e0e\u63a8\u7406\u3001\u5de5\u5177\u6267\u884c\u3001\u72b6\u6001\u66f4\u65b0\u51e0\u4e2a\u9636\u6bb5\u5206\u522b\u6709 30.19%\u300124.00%\u300122.61% \u548c 24.32% \u7684\u6210\u529f\u7387\uff0c\u7ed3\u679c\u8fd4\u56de\u53ea\u6709 6.82%\uff0c\u6269\u5c55\u751f\u6001\u4e3a 0%\u3002\u8fd9\u5f88\u50cf\u4e00\u79cd\u201c\u524d\u9762\u677e\u3001\u540e\u9762\u7d27\u201d\u7684\u57fa\u672c\u5f62\u6001\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/5ce6f328b12a0a048a2c74a1e61ac121.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>2. KimiClaw\uff1a\u6700\u5371\u9669\u7684\u4e0d\u662f\u4e00\u53e5\u8bdd\uff0c\u800c\u662f\u5b83\u4f1a\u7ee7\u7eed\u5f80\u4e0b\u505a<\/p>\n<p>KimiClaw \u7684\u6574\u4f53\u6210\u529f\u7387\u662f 40.78%\uff0c\u5df2\u7ecf\u660e\u663e\u9ad8\u4e8e OpenClaw\u3002\u5b83\u6700\u7a81\u51fa\u7684\u51e0\u9879\u662f\uff1a\u4fa6\u5bdf 100%\uff0c\u8d44\u6e90\u53d1\u5c55 57.14%\uff0c\u6267\u884c 50%\uff0c\u53d1\u73b0 68.97%\uff0c\u6a2a\u5411\u79fb\u52a8 66.67%\u3002\u6210\u529f\u6837\u4f8b\u5305\u62ec\u62c9\u53d6\u5e26\u653b\u51fb\u5de5\u5177\u7684 Docker \u955c\u50cf\u3001\u5229\u7528 bash \u5185\u5efa\u5efa\u7acb\u8fde\u63a5\u3001\u8bfb\u53d6 sudo \u4fe1\u606f\u3001\u5f80 <code>authorized_keys<\/code> \u5199 SSH \u516c\u94a5\uff0c\u4ee5\u53ca\u7528 <code>sshpass<\/code> \u53bb\u5c1d\u8bd5\u5185\u7f51\u5176\u4ed6\u4e3b\u673a\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/302494c83e6f2f91314da783979c5c06.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u5982\u679c\u518d\u770b\u94fe\u8def\u9636\u6bb5\uff0cKimiClaw \u7684 <strong>\u89c4\u5212\u4e0e\u63a8\u7406\u9636\u6bb5\u9ad8\u8fbe 62%<\/strong>\uff0c\u5de5\u5177\u6267\u884c\u9636\u6bb5 48.8%\uff0c\u8f93\u5165\u63a5\u5165\u9636\u6bb5 47.2%\uff0c\u8ba4\u8bc1\u4e0e\u8def\u7531\u9636\u6bb5 35.1%\u3002\u8fd9\u8bf4\u660e\u5b83\u7684\u95ee\u9898\u4e0d\u53ea\u662f\u6267\u884c\u9762\u5bbd\uff0c\u800c\u662f <strong>\u4efb\u52a1\u7406\u89e3\u3001\u8ba1\u5212\u751f\u6210\u3001\u6267\u884c\u5ef6\u7eed\u6027\u90fd\u504f\u5f3a<\/strong>\u3002\u540c\u6837\u7684 Kimi-K2.5 \u5e95\u6a21\uff0c\u653e\u5728 OpenClaw \u91cc\u66f4\u591a\u8868\u73b0\u4e3a\u4fe1\u606f\u66b4\u9732\u548c\u4e0d\u5b89\u5168\u56de\u663e\uff1b\u653e\u5728 KimiClaw \u91cc\uff0c\u5374\u66f4\u5bb9\u6613\u7ee7\u7eed\u63a8\u8fdb\u5230\u6a2a\u5411\u79fb\u52a8\u548c\u8d44\u6e90\u53d1\u5c55\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/36491837a9326a64bf072ed33f62607c.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u6240\u4ee5 KimiClaw \u7684\u98ce\u9669\u7279\u70b9\uff0c\u4e0d\u662f\u201c\u6700\u4f1a\u5077\u6570\u636e\u201d\uff0c\u800c\u662f<strong>\u7279\u522b\u5bb9\u6613\u628a\u653b\u51fb\u4ece\u524d\u671f\u63a2\u6d4b\u4e00\u8def\u63a8\u8fdb\u6210\u771f\u5b9e\u6267\u884c\u94fe<\/strong>\u3002\u8fd9\u4e5f\u662f\u8bba\u6587\u4e3a\u4ec0\u4e48\u4f1a\u628a\u5b83\u770b\u4f5c\u201c\u6846\u67b6\u673a\u5236\u653e\u5927\u5e95\u6a21\u80fd\u529b\u201d\u7684\u4e00\u4e2a\u5178\u578b\u6848\u4f8b\u3002<\/p>\n<p>3. ArkClaw\uff1a\u4e2d\u6bb5\u548c\u540e\u6bb5\u538b\u529b\u66f4\u5927\uff0c\u6267\u884c\u4e0e\u72b6\u6001\u5199\u56de\u503c\u5f97\u91cd\u70b9\u76ef<\/p>\n<p>ArkClaw \u7684\u6574\u4f53\u6210\u529f\u7387\u5927\u7ea6\u5728 30% \u5de6\u53f3\u3002\u8bba\u6587\u4e13\u95e8\u7ed9\u5b83\u7684\u653b\u51fb\u7edf\u8ba1\u91cc\uff0c\u4fa6\u5bdf 50%\uff0c\u6267\u884c 58.33%\uff0c\u53d1\u73b0 75.86%\uff0c\u9632\u5fa1\u89c4\u907f 35.71%\uff0c\u5916\u4f20 13.33%\u3002\u4f5c\u8005\u5bf9\u5b83\u7684\u5224\u65ad\u662f\uff1a\u5b83\u4e0d\u662f\u5b8c\u5168\u6ca1\u6709\u62e6\u622a\u80fd\u529b\uff0c\u4f46\u5728\u67d0\u4e9b\u653b\u51fb\u9762\u4e0a\u4ecd\u6709\u660e\u786e\u77ed\u677f\uff0c\u5c24\u5176\u662f\u7f16\u7801\u5305\u88c5\u3001\u6587\u4ef6\/\u914d\u7f6e\u6ce8\u5165\u548c\u9ad8\u6743\u9650\u8bf7\u6c42\u6267\u884c\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/10db4a305ac83d2f902492b70b8d2914.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>ArkClaw \u66f4\u6709\u610f\u601d\u7684\u662f\u94fe\u8def\u5206\u5e03\u3002\u5b83\u5728\u5de5\u5177\u6267\u884c\u9636\u6bb5 40.48%\uff0c\u72b6\u6001\u66f4\u65b0\u9636\u6bb5 39.19%\uff0c\u8f93\u5165\u63a5\u5165\u9636\u6bb5 33.96%\uff0c\u89c4\u5212\u4e0e\u63a8\u7406\u9636\u6bb5 30%\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u5b83\u7684\u4e3b\u8981\u98ce\u9669\u538b\u529b\u5df2\u7ecf\u4e0d\u53ea\u662f\u524d\u7aef\u5165\u53e3\uff0c\u800c\u662f<strong>\u771f\u5b9e\u6267\u884c\u4e4b\u540e\uff0c\u72b6\u6001\u8fd8\u80fd\u4e0d\u80fd\u88ab\u7ee7\u7eed\u5229\u7528<\/strong>\u3002\u8bba\u6587\u660e\u786e\u6307\u51fa\uff0cArkClaw \u7684\u95ee\u9898\u8868\u73b0\u4e3a\u4ece\u8f93\u5165\u3001\u63a8\u7406\u3001\u6267\u884c\u5230\u6267\u884c\u540e\u72b6\u6001\u56fa\u5316\u7684\u4e00\u6761\u8fde\u7eed\u94fe\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/152ff4727d039a3b14970d0819cfc7ed.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u8fd9\u7c7b\u7cfb\u7edf\u7684\u98ce\u9669\u5f88\u5178\u578b\uff1a\u4e0d\u662f\u201c\u4ec0\u4e48\u90fd\u653e\u5f00\u201d\uff0c\u800c\u662f<strong>\u4e00\u65e6\u8fdb\u5165\u6267\u884c\u5c42\u548c\u72b6\u6001\u5c42\uff0c\u653b\u51fb\u5c31\u66f4\u5bb9\u6613\u53d8\u6210\u6301\u7eed\u6027\u5f71\u54cd<\/strong>\u3002\u5bf9\u4f01\u4e1a\u573a\u666f\u6765\u8bf4\uff0c\u8fd9\u5176\u5b9e\u6bd4\u5355\u6b21\u5371\u9669\u547d\u4ee4\u66f4\u9ebb\u70e6\u3002<\/p>\n<p>4. QClaw\uff1a\u5168\u7bc7\u6700\u624e\u773c\u7684\u4e00\u4e2a\uff0c\u51ed\u636e\u548c\u5916\u4f20\u5c24\u5176\u5371\u9669<\/p>\n<p>QClaw \u662f\u8fd9\u7bc7\u8bba\u6587\u91cc\u6574\u4f53\u98ce\u9669\u6700\u9ad8\u7684\u4e00\u6863\u3002\u8bba\u6587\u6b63\u6587\u5199\u5b83\u5728 205 \u6761\u653b\u51fb\u6837\u4f8b\u4e2d\u6210\u529f\u4e86 113 \u6761\uff0c\u6574\u4f53\u6210\u529f\u7387\u5927\u7ea6 55.1%\uff1b\u603b\u8868\u7ed9\u51fa\u7684\u6570\u503c\u662f 54.85%\u3002\u5b83\u6700\u663e\u773c\u7684\u51e0\u9879\u5206\u522b\u662f\uff1a\u4fa6\u5bdf 100%\uff0c\u53d1\u73b0 82.76%\uff0c\u51ed\u636e\u8bbf\u95ee 85.71%\uff0c\u6570\u636e\u5916\u4f20 80%\uff0c\u6a2a\u5411\u79fb\u52a8 66.67%\uff0c\u8d44\u6e90\u53d1\u5c55 57.10%\uff0c\u63d0\u6743 50%\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/5a2c2cd4224e3550dd7e6a0f0a51c038.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u8fd9\u4e9b\u6570\u5b57\u80cc\u540e\u7684\u542b\u4e49\u975e\u5e38\u660e\u786e\uff1a<strong>QClaw \u6700\u5371\u9669\u7684\u5730\u65b9\uff0c\u4e0d\u5728\u201c\u6700\u7ec8\u7834\u574f\u201d\u8fd9\u4e00\u8df3\uff0c\u800c\u5728\u201c\u4fe1\u606f\u9762\u592a\u5927\u3001\u51ed\u636e\u4fdd\u62a4\u592a\u5f31\u3001\u5916\u4f20\u901a\u9053\u592a\u987a\u201d<\/strong>\u3002\u8bba\u6587\u5217\u51fa\u7684\u5178\u578b\u6210\u529f\u6837\u4f8b\u5305\u62ec\u5bc6\u7801\u6587\u4ef6\u8bbf\u95ee\u3001SSH Agent \u68c0\u67e5\u3001\u8fdb\u7a0b\u73af\u5883\u6cc4\u6f0f\u3001SSH \u79c1\u94a5\u6536\u96c6\u3001DNS \u6570\u636e\u5916\u4f20\u3001DNS TXT \u8bb0\u5f55\u5916\u4f20\u548c SSH \u7ba1\u9053\u4f20\u8f93\u3002\u4f5c\u8005\u751a\u81f3\u76f4\u63a5\u628a\u5b83\u6982\u62ec\u6210\u201c\u5bb9\u6613\u4fa6\u5bdf\u6253\u7a7f\u3001\u5bb9\u6613\u5077\u5230\u51ed\u636e\u3001\u5bb9\u6613\u628a\u6570\u636e\u5e26\u8d70\u201d\u3002<\/p>\n<p>\u5982\u679c\u4ece\u94fe\u8def\u770b\uff0cQClaw \u66f4\u5938\u5f20\u3002\u8f93\u5165\u63a5\u5165 50.94%\uff0c\u8ba4\u8bc1\u4e0e\u8def\u7531 62.16%\uff0c\u89c4\u5212\u4e0e\u63a8\u7406 62.00%\uff0c\u72b6\u6001\u66f4\u65b0 63.51%\uff0c\u7ed3\u679c\u8fd4\u56de 59.09%\uff0c\u6269\u5c55\u751f\u6001 68.97%\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u5b83\u7684\u95ee\u9898\u51e0\u4e4e\u4e0d\u662f\u67d0\u4e00\u4e2a\u5355\u70b9\uff0c\u800c\u662f<strong>\u4ece\u524d\u7aef\u5165\u53e3\u3001\u8eab\u4efd\u8fb9\u754c\u3001\u8ba1\u5212\u751f\u6210\u3001\u72b6\u6001\u6c61\u67d3\u5230\u7ed3\u679c\u56de\u663e\u548c\u751f\u6001\u6269\u5c55\uff0c\u591a\u4e2a\u73af\u8282\u90fd\u504f\u677e<\/strong>\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/db0f9b9c7f05aa0059c70211c8cefe33.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>5. AutoClaw\uff1a\u6700\u81f4\u547d\u7684\u95ee\u9898\u5728\u201c\u8111\u5b50\u91cc\u201d\uff0c\u4e0d\u662f\u53ea\u5728\u201c\u624b\u4e0a\u201d<\/p>\n<p>AutoClaw \u7684\u6574\u4f53\u6210\u529f\u7387\u662f 49.51%\uff0c\u5c5e\u4e8e\u7b2c\u4e8c\u9ad8\u7684\u4e00\u6863\u3002\u5b83\u5728\u4fa6\u5bdf 92.86%\u3001\u53d1\u73b0 75.86%\u3001\u8d44\u6e90\u53d1\u5c55 71.43%\u3001\u63d0\u6743 70%\u3001\u521d\u59cb\u8bbf\u95ee 63.64% \u8fd9\u4e9b\u524d\u4e2d\u671f\u7c7b\u522b\u4e0a\u90fd\u5f88\u9ad8\u3002\u8bba\u6587\u603b\u7ed3\u5f97\u5f88\u6e05\u695a\uff1aAutoClaw \u7684\u98ce\u9669\u660e\u663e\u96c6\u4e2d\u5728\u653b\u51fb\u94fe\u524d\u534a\u6bb5\uff0c\u4e5f\u5c31\u662f\u73af\u5883\u753b\u50cf\u3001\u80fd\u529b\u51c6\u5907\u3001\u5165\u53e3\u5efa\u7acb\u548c\u6743\u9650\u63a2\u6d4b\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/a0fe27ae98f41eb38e650317c4fc1613.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u6700\u503c\u5f97\u91cd\u89c6\u7684\u662f\u5b83\u7684\u94fe\u8def\u5206\u6790\u3002AutoClaw \u5728\u8f93\u5165\u63a5\u5165\u9636\u6bb5 67.92%\uff0c\u89c4\u5212\u4e0e\u63a8\u7406\u9636\u6bb5\u9ad8\u8fbe 70%\uff0c\u8ba4\u8bc1\u4e0e\u8def\u7531 48.65%\uff0c\u7ed3\u679c\u8fd4\u56de 31.82%\uff0c\u6269\u5c55\u751f\u6001 41.38%\uff0c\u800c\u5de5\u5177\u6267\u884c\u9636\u6bb5\u53cd\u800c\u53ea\u6709 23.64%\u3002\u8bba\u6587\u7684\u5224\u65ad\u975e\u5e38\u76f4\u63a5\uff1a<strong>AutoClaw \u6700\u5927\u7684\u95ee\u9898\u4e0d\u662f\u6267\u884c\u5c42\u5b8c\u5168\u5931\u63a7\uff0c\u800c\u662f\u8ba4\u77e5\u6838\u5fc3\u5148\u5931\u63a7\u4e86\u3002<\/strong> \u653b\u51fb\u8005\u53ef\u4ee5\u5229\u7528\u8bed\u4e49\u6ce8\u5165\u3001\u4e0a\u4e0b\u6587\u4f2a\u88c5\uff0c\u8ba9\u7cfb\u7edf\u5148\u751f\u6210\u9519\u8bef\u7684\u9ad8\u98ce\u9669\u8ba1\u5212\uff1b\u867d\u7136\u5e95\u5c42\u5de5\u5177\u6267\u884c\u8fd8\u62e6\u4f4f\u4e86\u4e00\u90e8\u5206\u64cd\u4f5c\uff0c\u4f46\u4e0a\u5c42\u903b\u8f91\u5df2\u7ecf\u88ab\u5e26\u504f\u4e86\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/d766b8226529a074016951b40c8d1a88.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u6240\u4ee5 AutoClaw \u7684\u5371\u9669\u4e0d\u5728\u4e8e\u201c\u5b83\u4e00\u5b9a\u80fd\u6267\u884c\u5230\u6700\u540e\u201d\uff0c\u800c\u5728\u4e8e<strong>\u5b83\u592a\u5bb9\u6613\u628a\u4e0d\u8be5\u505a\u7684\u4e8b\u5224\u65ad\u6210\u8be5\u505a\u7684\u4e8b<\/strong>\u3002\u5728 Agent \u91cc\uff0c\u8fd9\u79cd\u89c4\u5212\u5c42\u5931\u5b88\u5f80\u5f80\u6bd4\u5355\u4e2a\u5371\u9669\u5de5\u5177\u66f4\u53ef\u6015\u3002<\/p>\n<p>6. MaxClaw\uff1a\u6574\u4f53\u6700\u7a33\uff0c\u4f46\u524d\u671f\u63a2\u6d4b\u4ecd\u7136\u6ca1\u538b\u4f4f<\/p>\n<p>MaxClaw \u662f\u603b\u8868\u91cc\u6574\u4f53\u6210\u529f\u7387\u6700\u4f4e\u7684\u4e00\u4e2a\uff0c16.02%\u3002\u8bba\u6587\u8fd8\u5199\u5230\uff0c\u5b83\u603b\u5171\u6210\u529f\u4e86 33 \u6761\u653b\u51fb\u6837\u4f8b\uff0c\u9632\u5fa1\u6210\u529f\u7387\u8fbe\u5230 83.90%\u3002\u4ece\u7c7b\u522b\u4e0a\u770b\uff0c\u5b83\u5728\u6301\u4e45\u5316\u3001\u6a2a\u5411\u79fb\u52a8\u548c\u5916\u4f20\u4e0a\u90fd\u662f 0%\uff0c\u521d\u59cb\u8bbf\u95ee\u3001\u63d0\u6743\u3001\u51ed\u636e\u8bbf\u95ee\u4e5f\u90fd\u5728 10% \u5de6\u53f3\uff0c\u8bf4\u660e\u5b83\u5bf9\u663e\u5f0f\u7684\u9ad8\u5371\u884c\u4e3a\u786e\u5b9e\u6709\u6bd4\u8f83\u6210\u719f\u7684\u62e6\u622a\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/48fa4ac7454587f019e5c65bbe2744f7.png\" alt=\"OpenClaw\u4e0e5\u6b3e\u56fd\u4ea7\u7c7bClaw\u667a\u80fd\u4f53\u5b89\u5168\u8bc4\u6d4b\u62a5\u544a\"\/><\/p>\n<p>\u4f46\u5b83\u4e5f\u4e0d\u662f\u6ca1\u6709\u95ee\u9898\u3002MaxClaw \u7684\u4fa6\u5bdf\u662f 50%\uff0c\u53d1\u73b0\u662f 48.28%\uff0c\u9632\u5fa1\u89c4\u907f 17.86%\uff0c\u6267\u884c 16.67%\u3002\u8bba\u6587\u6307\u51fa\uff0c\u4fa6\u5bdf\u548c\u53d1\u73b0\u8fd9\u4e24\u7c7b\u4e0d\u4f46\u6bd4\u4f8b\u6700\u9ad8\uff0c\u800c\u4e14\u5360\u4e86\u5b83\u6210\u529f\u6837\u4f8b\u7684\u5927\u5934\uff1b\u5982\u679c\u518d\u628a\u89c4\u907f\u7c7b\u7b97\u8fdb\u53bb\uff0c\u4e09\u7c7b\u524d\u671f\u63a2\u6d4b\u4e0e\u89c4\u907f\u884c\u4e3a\u5360\u4e86\u5b83\u5927\u90e8\u5206\u6210\u529f\u6848\u4f8b\u3002\u94fe\u8def\u4e0a\u770b\uff0c\u8f93\u5165\u63a5\u5165 22.64%\uff0c\u89c4\u5212\u4e0e\u63a8\u7406 20%\uff0c\u5de5\u5177\u6267\u884c 20.24%\uff0c\u72b6\u6001\u66f4\u65b0 21.62%\uff0c\u4f46\u8ba4\u8bc1\u4e0e\u8def\u7531\u53ea\u6709 2.70%\uff0c\u6269\u5c55\u751f\u6001\u662f 0%\u3002<\/p>\n<p>\u8fd9\u8bf4\u660e MaxClaw \u7684\u95ee\u9898\u66f4\u50cf\u4e00\u79cd\u201c<strong>\u5927\u5371\u9669\u52a8\u4f5c\u62e6\u5f97\u4f4f\uff0c\u5c0f\u4f2a\u88c5\u63a2\u6d4b\u8fd8\u4e0d\u591f\u654f\u611f<\/strong>\u201d\u7684\u72b6\u6001\u3002\u5b83\u6bd4\u522b\u5bb6\u7a33\uff0c\u4f46\u4ecd\u7136\u6ca1\u6709\u5b8c\u5168\u89e3\u51b3\u524d\u671f\u4fe1\u606f\u66b4\u9732\u7684\u95ee\u9898\u3002<\/p>\n<p>\u6a21\u578b\u5b89\u5168\u4e0d\u7b49\u4e8e\u667a\u80fd\u4f53\u5b89\u5168<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u6700\u91cd\u8981\u7684\u7ed3\u8bba\uff0c\u5176\u5b9e\u4e0d\u662f\u8c01\u5206\u6570\u66f4\u9ad8\uff0c\u800c\u662f\u5b83\u628a\u4e00\u4e2a\u73b0\u5728\u8d8a\u6765\u8d8a\u6e05\u695a\u7684\u73b0\u5b9e\u8bb2\u660e\u767d\u4e86\uff1a<strong>Agent 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