{"id":728248,"date":"2026-02-23T09:56:06","date_gmt":"2026-02-23T01:56:06","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=728248"},"modified":"2026-02-23T09:56:06","modified_gmt":"2026-02-23T01:56:06","slug":"20%e5%a4%a9%e7%8b%82%e6%9b%b4%e8%b6%8510%e6%ac%a1-openclaw%e6%8e%a5%e5%85%a5gemini-3-1%e5%92%8capple-watch","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=728248","title":{"rendered":"20\u5929\u72c2\u66f4\u8d8510\u6b21 OpenClaw\u63a5\u5165Gemini 3.1\u548cApple Watch"},"content":{"rendered":"

\"20\u5929\u72c2\u66f4\u8d8510\u6b21<\/p>\n

\u7f16\u8f91\uff1a\u5143\u5b87 \u827e\u4f26<\/p>\n

\u3010\u65b0\u667a\u5143\u5bfc\u8bfb\u3011\u8fc7\u53bb\u4e09\u5468\uff0cOpenClaw\u4ee5\u51e0\u4e4e\u300c\u6bcf\u4e24\u5929\u4e00\u4e2a\u7248\u672c\u300d\u7684\u901f\u5ea6\u72c2\u98d9\u8fdb\u5316\uff0cAndrej Karpathy\u79f0\u5176\u4e3aAI\u6280\u672f\u6808\u300c\u65e2\u9177\u53c8\u8ba9\u4eba\u5174\u594b\u7684\u65b0\u5c42\u300d\u3002<\/strong><\/p>\n

2\u6708\u4ee5\u6765\uff0cOpenClaw\uff08\u524d\u8eab\u4e3aClawdbot\u3001Moltbot\uff09\u5377\u75afAI\u5708\u3002<\/p>\n

\u51e0\u4e4e\u6bcf\u4e24\u5929\u4e00\u4e2a\u7248\u672c\u7684\u8282\u594f\uff0c\u8fde\u53d1\u5341\u4f59\u6b21\u66f4\u65b0\uff0c\u5728\u6a21\u578b\u751f\u6001\u3001\u5168\u573a\u666f\u4f53\u9a8c\u3001\u591a\u667a\u80fd\u4f53\u534f\u540c\u4ee5\u53ca\u5b89\u5168\u52a0\u56fa\u7b49\u591a\u6761\u6218\u7ebf\uff0c\u540c\u6b65\u63a8\u8fdb\u3002<\/p>\n

\u57282\u670821\u65e5OpenClaw\u53d1\u5e03\u7684\u6700\u65b0\u7248\u672c\u4e2d\uff0c\u6b63\u5f0f\u63a5\u5165\u4e86Google Gemini 3.1 Pro\u9884\u89c8\u7248\uff0c\u8fd8\u5c06Discord\u5f15\u5165\u5b9e\u65f6\u8bed\u97f3\u4e0e\u8fde\u7eed\u8def\u7531\u529f\u80fd\u3002<\/p>\n

\"20\u5929\u72c2\u66f4\u8d8510\u6b21<\/p>\n

\u5c31\u5728OpenClaw\u72c2\u98d9\u8fdb\u5316\u7684\u540c\u65f6\uff0cAI\u5708\u9876\u6d41Andrej Karpathy\u7684\u4e00\u6761\u52a8\u6001\u66f4\u662f\u5c06\u8fd9\u573a\u72c2\u6b22\u63a8\u5411\u4e86\u9ad8\u6f6e\uff1a<\/p>\n

\"20\u5929\u72c2\u66f4\u8d8510\u6b21<\/p>\n

\u4ed6\u5728\u793e\u4ea4\u5a92\u4f53<\/a>\u4e0a\u53d1\u5e16\uff1a\u81ea\u5df1\u5468\u672b\u4e70\u4e86\u4e00\u53f0\u65b0Mac mini\uff0c\u51c6\u5907\u597d\u597d\u6298\u817e\u4e00\u756a\u300cClaws\u300d\u3002<\/p>\n

\u4ed6\u5c06Claws\u89c6\u4f5c\u53e0\u52a0\u5728\u667a\u80fd\u4f53\u4e4b\u4e0a\u300c\u65b0\u7684\u4e00\u5c42\u300d\uff0c\u8fd9\u4e00\u5c42\u5c06\u7f16\u6392\u3001\u8c03\u5ea6\u3001\u4e0a\u4e0b\u6587\u7ba1\u7406\u3001\u5de5\u5177\u8c03\u7528\u4ee5\u53ca\u6301\u4e45\u5316\u80fd\u529b\u76f4\u63a5\u62c9\u5347\u5230\u4e86\u5168\u65b0\u9ad8\u5ea6\uff0c\u662fAI\u6280\u672f\u6808\u4e2d\u300c\u53c8\u9177\u53c8\u8ba9\u4eba\u5174\u594b\u7684\u65b0\u5c42\u300d\u3002<\/p>\n

Karpathy\u7684\u5165\u573a\uff0c\u4e3a\u6574\u4e2a\u300cClaw\u300d\u8d5b\u9053\u6ce8\u5165\u4e86\u4e00\u9488\u5174\u594b\u5242\u3002<\/p>\n

Simon Willison\u968f\u5373\u64b0\u6587\u6307\u51fa\uff0c\u300cClaw\u300d\u6b63\u5728\u6f14\u53d8\u4e3a\u4e00\u4e2a\u884c\u4e1a\u901a\u7528\u672f\u8bed\uff0c\u6307\u4ee3\u6240\u6709\u7c7b\u4f3cOpenClaw\u67b6\u6784\u7684\u667a\u80fd\u4f53\u7cfb\u7edf\u3002<\/strong><\/p>\n

\u77ed\u77ed\u4e24\u5468\u5185\uff0cOpenClaw\u7684Token\u4f7f\u7528\u91cf\u5c31\u98d9\u5347\u5230\u4e86OpenRouter\u4e0a\u5168\u90e8Token\u7ea613%\uff08\u4e3b\u8981\u6765\u81ea\u5f00\u6e90\u6743\u91cd\u6a21\u578b\uff09\u3002<\/p>\n

\"20\u5929\u72c2\u66f4\u8d8510\u6b21<\/p>\n

\u4e0b\u9762\uff0c\u6211\u4eec\u7b80\u5355\u68b3\u7406\u4e86OpenClaw\u4e8c\u6708\u91cd\u8981\u66f4\u65b0\u3002<\/p>\n

iOS\u751f\u6001\uff1a\u4e8c\u5341\u5929\u5b8c\u6210\u79fb\u52a8\u7aef\u8dc3\u8fc1<\/strong><\/p>\n

\u4e8c\u6708\uff0cOpenClaw\u5728iOS\u751f\u6001\u4e0a\u7684\u63a8\u8fdb\u582a\u79f0\u795e\u901f\u3002<\/p>\n

2\u67089\u65e5\uff1a\u53d1\u5e03iOS\u8282\u70b9\u5e94\u7528Alpha\u7248\uff0c\u642d\u914dsetup-code\u5f15\u5bfc\u6d41\u7a0b\uff0c\u9996\u6b21\u5b9e\u73b0\u624b\u673a\u7aef\u63a5\u5165\u3002<\/p>\n

2\u670817\u65e5\uff1a\u52a0\u5165iOS\u5206\u4eab\u6269\u5c55\u3002\u7528\u6237\u53ef\u5c06URL\u3001\u6587\u5b57\u3001\u56fe\u7247\u76f4\u63a5\u4ece\u7cfb\u7edf\u5206\u4eab\u83dc\u5355\u63a8\u9001\u7ed9AI\u52a9\u624b\uff0c\u6253\u65ad\u611f\u964d\u81f3\u6700\u4f4e\u3002<\/p>\n

2\u670819\u65e5\uff1aApple Watch\u4f34\u4fa3\u5e94\u7528\u4e0a\u7ebf\u3002\u7528\u6237\u53ef\u5728\u624b\u8868\u7aef\u67e5\u770b\u6536\u4ef6\u7bb1\u3001\u6536\u53d1\u901a\u77e5\uff0c\u751a\u81f3\u76f4\u63a5\u5728\u901a\u77e5\u6d41\u4e2d\u6279\u51c6\/\u62d2\u7edd\u64cd\u4f5c\u8bf7\u6c42\u5e76\u5feb\u901f\u56de\u590d\u3002\u540c\u6b65\u5f15\u5165APNs\u63a8\u9001\u5524\u9192\u673a\u5236\uff0c\u786e\u4fddiOS\u8282\u70b9\u5728\u540e\u53f0\u4e5f\u80fd\u88ab\u53ef\u9760\u5524\u9192\u3002<\/p>\n

2\u670821\u65e5\uff1a<\/strong>\u624b\u8868\u7aef\u64cd\u4f5c\u53ef\u901a\u8fc7\u6865\u63a5\u673a\u5236\u65e0\u7f1d\u4f20\u9012\u5230iOS\u4e3b\u5e94\u7528\u5904\u7406\uff1b\u540c\u65f6\u4f18\u5316\u4e86Talk Mode\uff0c\u5f53\u8f93\u51fa\u8def\u7531\u4e3a\u5185\u7f6e\u626c\u58f0\u5668\u65f6\u81ea\u52a8\u7981\u7528\u8bed\u97f3\u6253\u65ad\uff0c\u5927\u5e45\u51cf\u5c11\u672c\u5730TTS\u56de\u653e\u9020\u6210\u7684\u8bef\u89e6\u53d1\u3002<\/p>\n

\u4ece2\u6708\u521d\u7684alpha\u8bd5\u6c34\u5230\u6708\u672b\u7684\u529f\u80fd\u57fa\u672c\u9f50\u5907\uff0cOpenClaw\u6b63\u5728\u4ece\u300c\u8dd1\u5728Mac mini\u4e0a\u7684\u670d\u52a1\u7aef\u7a0b\u5e8f\u300d\u5ef6\u4f38\u4e3a\u8986\u76d6\u684c\u9762\u3001\u624b\u673a\u3001\u624b\u8868\u7684\u5168\u573a\u666f\u667a\u80fd\u4f53\u5e73\u53f0\u3002<\/strong><\/p>\n

\u67b6\u6784\u6f14\u8fdb<\/strong><\/p>\n

\u5d4c\u5957\u300c\u5b50\u667a\u80fd\u4f53\u300d\u89e3\u9501\u590d\u6742\u4efb\u52a1<\/strong><\/p>\n

\u5bf9\u4e8e\u8bd5\u56fe\u6784\u5efa\u590d\u6742AI\u5de5\u4f5c\u6d41\u7684\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u5b50\u667a\u80fd\u4f53\uff08Subagents\uff09\u4f53\u7cfb\u7684\u6210\u719f\u662f\u672c\u6708\u6700\u6838\u5fc3\u7684\u67b6\u6784\u7a81\u7834\u3002<\/strong><\/p>\n

2\u670815\u65e5\uff1a<\/strong>\u9996\u6b21\u5f15\u5165\u5d4c\u5957\u5b50\u667a\u80fd\u4f53\uff0c\u5373\u5b50\u667a\u80fd\u4f53\u53ef\u4ee5\u518d\u751f\u6210\u81ea\u5df1\u7684\u5b50\u667a\u80fd\u4f53\uff08sub-sub-agents\uff09\u3002<\/p>\n

\u7cfb\u7edf\u901a\u8fc7maxSpawnDepth<\/code>\u53c2\u6570\u63a7\u5236\u6df1\u5ea6\uff0c\u9650\u5236\u6bcf\u4e2a\u667a\u80fd\u4f53\u6700\u591a\u751f\u62105\u4e2a\u5b50\u8282\u70b9\uff0c\u5e76\u52a0\u5165\u4e86\u6df1\u5ea6\u611f\u77e5\u7684\u5de5\u5177\u7b56\u7565<\/a>\u548cannounce\u94fe\u8def\u7531\u3002<\/p>\n

2\u670821\u65e5\uff1a<\/strong>\u9ed8\u8ba4\u751f\u6210\u6df1\u5ea6\u7b56\u7565\u7a33\u5b9a\u4e3amaxSpawnDepth=2\uff0c\u610f\u5473\u7740\u4e00\u5c42\u7f16\u6392\u5668\u9ed8\u8ba4\u5373\u53ef\u751f\u6210\u5b50\u667a\u80fd\u4f53\u3002<\/p>\n

\u4e0a\u4e0b\u6587\u6ea2\u51fa\u65f6\u7684\u81ea\u52a8\u622a\u65ad\u548c\u6062\u590d\u673a\u5236\u4e5f\u5df2\u5c31\u4f4d\u2014\u2014\u5f53\u5b50\u667a\u80fd\u4f53\u7684\u5de5\u5177\u8f93\u51fa\u8d85\u51fa\u4e0a\u4e0b\u6587\u7a97\u53e3\u65f6\uff0c\u7cfb\u7edf\u4f1a\u9884\u5148\u622a\u65ad\u8fc7\u5927\u7684\u8f93\u51fa\u5e76\u538b\u7f29\u6700\u65e9\u7684\u5de5\u5177\u7ed3\u679c\u6d88\u606f\uff0c\u5f15\u5bfc\u6a21\u578b\u7528\u66f4\u5c0f\u7684\u5206\u5757\u91cd\u65b0\u8bfb\u53d6\uff0c\u907f\u514d\u7b80\u5355\u7c97\u66b4\u5730\u5d29\u6e83\u3002<\/p>\n

\u8fd9\u5957\u4f53\u7cfb\u8ba9OpenClaw\u5177\u5907\u4e86\u5904\u7406\u591a\u5c42\u7ea7\u590d\u6742\u4efb\u52a1\u7684\u80fd\u529b<\/strong>\uff0c\u4f8b\u5982\u8ba9\u4e00\u4e2a\u4e3b\u667a\u80fd\u4f53\u5206\u6d3e\u591a\u4e2a\u5b50\u4efb\u52a1\uff0c\u6bcf\u4e2a\u5b50\u4efb\u52a1\u53c8\u53ef\u4ee5\u6309\u9700\u62c6\u5206\uff0c\u5f62\u6210\u6811\u72b6\u6267\u884c\u7ed3\u6784\u3002<\/p>\n

Discord<\/strong><\/p>\n

\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u7684\u4e3b\u9635\u5730<\/strong><\/p>\n

Discord\u662fOpenClaw\u793e\u533a\u6700\u6d3b\u8dc3\u7684\u6e20\u9053\u4e4b\u4e00\uff0c\u4e8c\u6708\u7684\u66f4\u65b0\u8ba9\u5b83\u7684\u4f53\u9a8c\u53d1\u751f\u4e86\u8d28\u53d8\u3002<\/p>\n

2\u670813\u65e5\uff1a\u652f\u6301\u53d1\u9001\u5e26\u6ce2\u5f62\u9884\u89c8\u7684\u8bed\u97f3\u6d88\u606f\u3002<\/p>\n

2\u670815\u65e5\uff1a\u91cc\u7a0b\u7891\u7248\u672c\uff0c\u89e3\u9501Components v2\u3002\u6309\u94ae\u3001\u4e0b\u62c9\u9009\u62e9\u83dc\u5355\u3001\u6a21\u6001\u6846\u7b49\u539f\u751f\u4ea4\u4e92\u7ec4\u4ef6\u9996\u6b21\u53ef\u7528\u4e8eAI\u667a\u80fd\u4f53\u7684\u5bf9\u8bdd\u754c\u9762\uff0c\u667a\u80fd\u4f53\u53ef\u4ee5\u5411\u7528\u6237\u5c55\u793a\u7ed3\u6784\u5316\u7684\u4ea4\u4e92\u9009\u9879\uff0c\u4e0d\u518d\u53ea\u80fd\u4f9d\u8d56\u7eaf\u6587\u672c\u3002<\/p>\n

2\u670817\u65e5\uff1a\u53ef\u590d\u7528\u4ea4\u4e92\u7ec4\u4ef6\u4e0a\u7ebf\uff0c\u6309\u94ae\u548c\u9009\u62e9\u83dc\u5355\u5728\u8fc7\u671f\u524d\u53ef\u88ab\u591a\u6b21\u4f7f\u7528\uff1b\u65b0\u589eper-button\u7684\u7528\u6237\u5141\u8bb8\u5217\u8868\uff0c\u63a7\u5236\u8c01\u80fd\u70b9\u51fb\u7279\u5b9a\u6309\u94ae\u3002<\/p>\n

2\u670821\u65e5\uff1a\u52a0\u5165\u8bed\u97f3\u9891\u9053\u7684\u52a0\u5165\/\u79bb\u5f00\/\u72b6\u6001\u63a7\u5236\uff08\u901a\u8fc7\/vc\u547d\u4ee4\uff09\uff0c\u652f\u6301\u81ea\u52a8\u52a0\u5165\u914d\u7f6e\u4ee5\u5b9e\u73b0\u5b9e\u65f6\u8bed\u97f3\u5bf9\u8bdd\uff1b\u6d41\u5f0f\u9884\u89c8\u56de\u590d\u548c\u751f\u547d\u5468\u671f\u72b6\u6001\u53cd\u5e94\u8868\u60c5\u540c\u6b65\u4e0a\u7ebf\uff1b\u5b50\u667a\u80fd\u4f53\u4f1a\u8bdd\u53ef\u4ee5\u7ed1\u5b9a\u5230\u7279\u5b9aDiscord\u7ebf\u7a0b\u3002<\/p>\n

\u8fd9\u4e9b\u529f\u80fd\u53e0\u52a0\u4e4b\u540e\uff0cOpenClaw\u5728Discord\u4e0a\u7684\u8868\u73b0\u4e0d\u518d\u50cf\u4e00\u4e2a\u7b80\u5355\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u800c\u66f4\u63a5\u8fd1\u4e00\u4e2a\u5177\u5907\u5b8c\u6574\u4ea4\u4e92\u80fd\u529b\u7684AI\u539f\u751f\u5e94\u7528\u3002<\/strong><\/p>\n

\u6a21\u578b\u7248\u56fe<\/strong><\/p>\n

\u5934\u90e8\u5927\u6a21\u578b\u5168\u9762\u96c6\u7ed3\uff0c\u8df5\u884c\u6a21\u578b\u4e2d\u7acb<\/strong><\/p>\n

\u4f5c\u4e3a\u66f4\u65b0\u7684\u4e00\u4e2a\u91cd\u8981\u65b9\u9762\uff0cOpenClaw\u4e8c\u6708\u63a5\u5165\u6a21\u578b\u7684\u7248\u56fe\u4e5f\u5728\u8fc5\u901f\u6269\u5f20\uff1a<\/p>\n

2\u67086\u65e5\uff1a\u652f\u6301Anthropic Opus 4.6\uff08\u524d\u5411\u517c\u5bb9\uff09\u548cxAI Grok\u3002<\/p>\n

2\u67089\u65e5\uff1aGrok\u7f51\u9875\u641c\u7d22\u80fd\u529b\u4e0a\u7ebf\u3002<\/p>\n

2\u670813\u65e5\uff1a\u63a5\u5165Hugging Face Inference\u548cvLLM\uff0c\u542b\u5f15\u5bfc\u6d41\u7a0b\u548c\u9ed8\u8ba4\u6a21\u578b\u9009\u62e9\u3002<\/p>\n

2\u670817\u65e5\uff1a\u652f\u6301Anthropic Sonnet 4.6\uff1b\u4e0a\u7ebfAnthropic 100\u4e07token\u4e0a\u4e0b\u6587beta\uff08\u901a\u8fc7model params.context1m: true\u5f00\u542f\uff09\u3002<\/p>\n

2\u670821\u65e5\uff1a\u63a5\u5165Google Gemini 3.1 Pro\u9884\u89c8\u7248\u3002<\/p>\n

OpenClaw\u7684\u6a21\u578b\u4e2d\u7acb\u7b56\u7565\u6b63\u5728\u5feb\u901f\u5151\u73b0\u2014\u2014\u7528\u6237\u53ef\u4ee5\u6839\u636e\u4efb\u52a1\u9700\u8981\u5728Claude\u3001GPT\u3001Gemini\u3001Grok\u7b49\u6a21\u578b\u95f4\u7075\u6d3b\u5207\u6362\u3002<\/p>\n

\u7ec6\u8282\u6253\u78e8\uff1a\u66f4\u65b0\u6d41\u5f0f\u4f53\u9a8c\u4e0e\u5e95\u5c42\u53ef\u9760\u6027<\/strong><\/p>\n

\u9664\u4e86\u5b8f\u89c2\u67b6\u6784\u7684\u6f14\u8fdb\uff0cOpenClaw\u5bf9\u4e8e\u4e00\u4e9b\u5173\u952e\u7684\u7ec6\u8282\u95ee\u9898\u4e5f\u8fdb\u884c\u4e86\u76f8\u5e94\u66f4\u65b0\u3002<\/p>\n

\"20\u5929\u72c2\u66f4\u8d8510\u6b21<\/strong><\/p>\n

Slack\u539f\u751f\u6d41\u5f0f\u8f93\u51fa<\/strong><\/p>\n

Slack\u7aef\u57282.17\u7248\u8fce\u6765\u4e00\u9879\u91cd\u8981\u4f53\u9a8c\u6539\u5584\uff1a\u5f15\u5165chat.startStream\/appendStream\/stopStream\u7684\u539f\u751f\u5355\u6d88\u606f\u6d41\u5f0f\u8f93\u51fa\uff0c\u5f7b\u5e95\u544a\u522b\u4e86\u6b64\u524d\u901a\u8fc7\u53cd\u590d\u7f16\u8f91\u6d88\u606f\u6765\u6a21\u62df\u300c\u6253\u5b57\u4e2d\u300d\u6548\u679c\u7684\u7b28\u62d9\u65b9\u5f0f\u3002<\/p>\n

\u6d41\u5f0f\u8f93\u51fa\u9ed8\u8ba4\u5f00\u542f\uff0c\u5931\u8d25\u65f6\u81ea\u52a8\u56de\u9000\u5230\u666e\u901a\u6295\u9012\uff0c\u56de\u590d\u7ebf\u7a0b\u884c\u4e3a\u4e0ereplyToMode\u914d\u7f6e\u4fdd\u6301\u4e00\u81f4\u3002<\/p>\n

\"20\u5929\u72c2\u66f4\u8d8510\u6b21<\/strong><\/p>\n

\u5b9a\u65f6\u4efb\u52a1\u5927\u4fee<\/strong><\/p>\n

\u4e3b\u8981\u5305\u62ec\u90a3\u4e9b\u5bb9\u6613\u88ab\u5ffd\u89c6\u4f46\u6781\u4e3a\u5b9e\u7528\u7684\u6539\u52a8\u3002<\/p>\n

\u57282.12\u7248\u96c6\u4e2d\u89e3\u51b3\u4e86\u4e00\u6279\u957f\u671f\u56f0\u6270\u7528\u6237\u7684\u95ee\u9898\uff1a<\/p>\n

\u9632\u6b62\u91cd\u590d\u89e6\u53d1\u3001\u9694\u79bb\u8c03\u5ea6\u5668\u9519\u8bef\uff08\u4e00\u4e2a\u574f\u4efb\u52a1\u4e0d\u518d\u62d6\u57ae\u6240\u6709\u4efb\u52a1\uff09\u3001\u4fee\u590d\u4e00\u6b21\u6027at\u4efb\u52a1\u5728\u91cd\u542f\u540e\u91cd\u590d\u6267\u884c\u3001\u65b0\u589ewebhook\u6295\u9012\u548c\u8ba4\u8bc1\u4ee4\u724c\u652f\u6301\u3002<\/p>\n

2.14\u7248\u53c8\u52a0\u5165\u4e86Telegram\u8bdd\u9898\u7684\u7cbe\u786e\u6295\u9012\u548c\u8eab\u4efd\u4fdd\u6301\u3002<\/p>\n

\u5bf9\u4e8e\u4f9d\u8d56OpenClaw\u8fdb\u884c\u5b9a\u65f6\u81ea\u52a8\u5316\u7684\u7528\u6237\u6765\u8bf4\uff0c\u8fd9\u4e9b\u770b\u4f3c\u7410\u788e\u7684\u4fee\u590d\u76f4\u63a5\u5173\u7cfb\u5230\u7cfb\u7edf\u80fd\u5426\u53ef\u9760\u8fd0\u884c\u3002<\/p>\n

\"20\u5929\u72c2\u66f4\u8d8510\u6b21<\/strong><\/p>\n

\u6d88\u606f\u6295\u9012\u53ef\u9760\u6027<\/strong><\/p>\n

2.13\u7248\u52a0\u5165\u4e86\u5199\u524d\u6295\u9012\u961f\u5217\uff08write-ahead delivery queue\uff09\uff0c\u7f51\u5173\u91cd\u542f\u540e\u4e0d\u518d\u4e22\u5931\u672a\u53d1\u9001\u6d88\u606f\u3002<\/p>\n

\u8de8\u5e73\u53f0\uff08iMessage\u3001Telegram\u3001Matrix\u7b49\uff09\u7684\u56de\u590d\u7ebf\u7a0b\u8def\u7531\u5f97\u5230\u7edf\u4e00\u4fee\u590d\uff0c\u5206\u5757\u6d88\u606f\u4e0d\u518d\u9891\u7e41\u300c\u8df3\u51fa\u300d\u4e3b\u7ebf\u7a0b\u3002<\/p>\n

\u5b89\u5168<\/strong><\/p>\n

\u4e00\u573a40\u4e07\u884c\u4ee3\u7801\u7684\u653b\u9632\u6218<\/strong><\/p>\n

\u72c2\u6b22\u80cc\u540e\uff0cOpenClaw\u6b63\u9762\u4e34\u7740\u4e25\u5cfb\u7684\u5b89\u5168\u8003\u9a8c\u3002Karpathy\u5728\u5174\u594b\u4e4b\u4f59\u4e5f\u5766\u8a00\u4e86\u81ea\u5df1\u7684\u6781\u5ea6\u4e0d\u5b89\uff1a<\/p>\n

\u6211\u786e\u5b9e\u5bf9\u8dd1OpenClaw\u8fd9\u4e8b\u6709\u70b9\u4e0d\u592a\u653e\u5fc3\u2014\u2014\u628a\u6211\u7684\u79c1\u5bc6\u6570\u636e\/\u5bc6\u94a5\u4ea4\u7ed9\u4e00\u4e2a40\u4e07\u884c\u3001\u57fa\u672c\u300c\u5168\u9760\u611f\u89c9\u5199\u51fa\u6765\u300d\u7684\u5de8\u517d\u4ee3\u7801\u5e93\uff0c\u800c\u4e14\u5b83\u8fd8\u5728\u88ab\u5927\u89c4\u6a21\u76ef\u7740\u6253\u2026\u2026\u8fd9\u611f\u89c9\u5b8c\u5168\u662f\u4e2a\u86ee\u8352\u897f\u90e8\uff0c\u662f\u4e00\u573a\u5b89\u5168\u5669\u68a6\u3002<\/p>\n

\"20\u5929\u72c2\u66f4\u8d8510\u6b21<\/p>\n

\u4e8b\u5b9e\u8bc1\u660e\u4e86\u4ed6\u7684\u62c5\u5fe7\u7edd\u975e\u675e\u4eba\u5fe7\u5929\u3002<\/p>\n

\u81ea\u4e00\u6708\u5e95\u7206\u7ea2\u4ee5\u6765\uff0cOpenClaw\u5df2\u6210\u4e3a\u9ed1\u5ba2\u4e0e\u5b89\u5168\u4e13\u5bb6\u7684\u300c\u9776\u573a\u300d\uff1a<\/p>\n

\u5361\u5df4\u65af\u57fa\u5728\u62a5\u544a\u4e2d\u62ab\u9732\uff0c\u65e9\u5728\u4e00\u6708\u5e95\u7684\u5b89\u5168\u5ba1\u8ba1\u4e2d\u5c31\u53d1\u73b0\u4e86512\u4e2a\u6f0f\u6d1e\uff0c\u5176\u4e2d8\u4e2a\u88ab\u8bc4\u4e3a\u4e25\u91cd\u7ea7\u522b\u3002<\/p>\n

\u5b89\u5168\u7814\u7a76\u5458Jamieson O'Reilly\u901a\u8fc7Shodan\u626b\u63cf\u53d1\u73b0\u4e86\u6570\u4ee5\u4e07\u8ba1\u672a\u8bbe\u7f6e\u4efb\u4f55\u8eab\u4efd\u9a8c\u8bc1\u7684\u516c\u5f00\u5b9e\u4f8b\uff0c\u4ed6\u751a\u81f3\u80fd\u591f\u83b7\u53d6\u5230API\u5bc6\u94a5\u3001\u6d88\u606f\u5e73\u53f0\u673a\u5668\u4eba\u4ee4\u724c\u3001Slack\u8d26\u6237\u51ed\u8bc1\u4ee5\u53ca\u5b8c\u6574\u7684\u804a\u5929\u5386\u53f2\u3002<\/p>\n

Bitsight\u7684\u5206\u6790\u663e\u793a\uff0c\u5728\u4e00\u6708\u5e95\u81f3\u4e8c\u6708\u521d\u7684\u5206\u6790\u7a97\u53e3\u5185\uff0c\u516c\u7f51\u4e0a\u66b4\u9732\u7684OpenClaw\u5b9e\u4f8b\u8d85\u8fc730000\u4e2a\u3002<\/p>\n

CVE-2026-25253\uff08CVSS 8.8\uff09\u7684\u62ab\u9732\u5c24\u5176\u4ee4\u4eba\u8b66\u9192\u2014\u2014\u653b\u51fb\u8005\u53ea\u9700\u8bf1\u5bfc\u53d7\u5bb3\u8005\u8bbf\u95ee\u4e00\u4e2a\u6076\u610f\u7f51\u9875\uff0c\u5c31\u80fd\u5728\u6beb\u79d2\u7ea7\u5185\u5b9e\u73b0\u8fdc\u7a0b\u4ee3\u7801\u6267\u884c\uff0c\u5373\u4f7fOpenClaw\u4ec5\u7ed1\u5b9a\u5728\u672c\u5730\u56de\u73af\u5730\u5740\u4e0a\u4e5f\u65e0\u6cd5\u5e78\u514d\u3002<\/p>\n

\u4f9b\u5e94\u94fe\u6c61\u67d3\u540c\u6837\u4e25\u5cfb\u3002<\/p>\n

\u5b89\u5168\u516c\u53f8Koi Security\u53d1\u73b0\u4e86\u88ab\u79f0\u4e3a\u300cClawHavoc\u300d\u7684\u653b\u51fb\u884c\u52a8\uff1a\u653b\u51fb\u8005\u5728\u5b98\u65b9\u6280\u80fd\u5e02\u573aClawHub\u4e0a\u4f20\u4e86\u6570\u767e\u4e2a\u4f2a\u88c5\u7cbe\u826f\u7684\u6076\u610f\u6280\u80fd\uff0c\u4f7f\u7528\u4e13\u4e1a\u6587\u6863\u548c\u65e0\u5bb3\u7684\u540d\u79f0\uff0c\u5b89\u88c5\u540e\u4f1a\u90e8\u7f72\u952e\u76d8\u8bb0\u5f55\u5668\u6216Atomic Stealer\u6076\u610f\u8f6f\u4ef6\u3002<\/p>\n

\u636e\u7edf\u8ba1\uff0c2857\u4e2a\u6280\u80fd\u4e2d\u7ea6341\u4e2a\uff08\u7ea612%\uff09\u88ab\u786e\u8ba4\u4e3a\u6076\u610f\u3002<\/p>\n

Cisco\u7684\u5b89\u5168\u56e2\u961f\u5c06OpenClaw\u79f0\u4e3a\u300c\u4ece\u5b89\u5168\u89d2\u5ea6\u770b\u7684\u7edd\u5bf9\u5669\u68a6\u300d\uff0c\u5e76\u53d1\u5e03\u4e86\u5f00\u6e90\u7684Skill Scanner\u5de5\u5177\u3002<\/p>\n

Trend Micro\u7684\u7814\u7a76\u4e5f\u6307\u51fa\uff0c\u9519\u8bef\u914d\u7f6e\u548c\u672a\u7ecf\u5ba1\u67e5\u7684\u6280\u80fd\u5df2\u7ecf\u5bfc\u81f4\u6570\u767e\u4e07\u6761\u8bb0\u5f55\u6cc4\u9732\uff0c\u5305\u62ecAPI\u4ee4\u724c\u3001\u7535\u5b50\u90ae\u4ef6\u5730\u5740\u3001\u79c1\u4eba\u6d88\u606f\u548c\u7b2c\u4e09\u65b9\u670d\u52a1\u51ed\u8bc1\u3002<\/p>\n

\u9762\u5bf9\u8fd9\u4e9b\u5a01\u80c1\uff0cOpenClaw\u5728\u4e8c\u6708\u7684\u6bcf\u4e00\u6b21\u66f4\u65b0\u90fd\u6f14\u53d8\u6210\u4e86\u4e00\u573a\u9ad8\u5f3a\u5ea6\u7684\u653b\u9632\u6218\uff0c\u5173\u952e\u63aa\u65bd\u5305\u62ec\uff1a<\/p>\n

\u52a0\u5bc6\u4e0e\u9632\u62a4\u5347\u7ea7\uff1a\u5168\u9762\u6dd8\u6c70SHA-1\u542f\u7528SHA-256\uff1b\u4e25\u5bc6\u5c01\u5835\u4e86\u6db5\u76d6IPv6\u3001NAT64\u7b49\u591a\u79cd\u7ed5\u8fc7\u624b\u6cd5\u7684SSRF\u6f0f\u6d1e\uff1b\u4fee\u590d\u4e86Windows\u5b88\u62a4\u8fdb\u7a0b\u7684\u547d\u4ee4\u6ce8\u5165\u6f0f\u6d1e\u3002<\/p>\n

\u6c99\u76d2\u4e0e\u9694\u79bb\u673a\u5236\uff1a\u5f3a\u5236\u5c01\u9501Docker\u6c99\u76d2\u4e2d\u7684\u5371\u9669\u914d\u7f6e\uff08\u5982Host\u7f51\u7edc\u3001\u5173\u95ed\u5b89\u5168\u7b56\u7565\uff09\uff1b\u6d4f\u89c8\u5668\u9ed8\u8ba4\u79fb\u9664--no-sandbox\u6807\u5fd7\uff0c\u65b0\u589eVNC\u5bc6\u7801\u8ba4\u8bc1\u548c\u4e13\u7528Docker\u7f51\u7edc\u9694\u79bb\u3002<\/p>\n

\u6743\u9650\u6536\u53e3\uff1a\u5835\u4f4fDiscord\u6743\u9650\u63d0\u5347\u3001ACP\u4f1a\u8bdd\u7ba1\u7406\u3001Webhook\u8def\u5f84\u904d\u5386\u7b49\u540e\u95e8\uff0c\u5e76\u57282.21\u7248\u4e2d\u5f15\u5165owner-ID\u6df7\u6dc6\u4f7f\u7528\u72ec\u7acbHMAC\u5bc6\u94a5\u7684\u673a\u5236\u3002<\/p>\n<\/p>\n

\u9879\u76ee\u521b\u59cb\u4ebaPeter Steinberger\u57282\u670816\u65e5\u53d1\u5e16\u5ba3\u5e03\u52a0\u5165OpenAI<\/a>\u8d1f\u8d23\u4e2a\u4eba\u667a\u80fd\u4f53\u65b9\u5411\u7684\u5f00\u53d1\uff0cOpenClaw\u8fc7\u6e21\u5230\u7531OpenAI\u63d0\u4f9b\u8d44\u91d1\u548c\u6280\u672f\u652f\u6301\u7684\u72ec\u7acb\u57fa\u91d1\u4f1a\u3002<\/p>\n

\u8fd9\u4e00\u8f6c\u53d8\u662f\u5426\u4f1a\u4e3a\u9879\u76ee\u5e26\u6765\u66f4\u5145\u8db3\u7684\u5b89\u5168\u8d44\u6e90<\/a>\uff0c\u76ee\u524d\u5c1a\u5f85\u89c2\u5bdf\u3002<\/p>\n

(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"

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