{"id":741502,"date":"2026-03-10T17:28:26","date_gmt":"2026-03-10T09:28:26","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=741502"},"modified":"2026-03-10T17:28:26","modified_gmt":"2026-03-10T09:28:26","slug":"%e5%bd%93%e8%af%ad%e8%a8%80%e6%a8%a1%e5%9e%8b%e5%85%b7%e5%a4%87%e8%a1%8c%e5%8a%a8%e5%8a%9b%ef%bc%9aopenclaw%e6%8f%ad%e7%a4%ba%e7%9a%84agent%e5%8c%96%e6%8c%91%e6%88%98%e4%b8%8e%e6%9c%ba%e9%81%87","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=741502","title":{"rendered":"\u5f53\u8bed\u8a00\u6a21\u578b\u5177\u5907\u884c\u52a8\u529b\uff1aOpenClaw\u63ed\u793a\u7684Agent\u5316\u6311\u6218\u4e0e\u673a\u9047 | \u949b\u8d44\u672c\u4eba\u5de5\u667a\u80fd\u7ec4"},"content":{"rendered":"
\n

\u6587 | \u949b\u8d44\u672c\u7814\u7a76\u9662<\/span><\/span><\/span><\/p>\n<\/blockquote>\n

\u4ece<\/span><\/span><\/span>2023<\/span><\/span><\/span>\u5e74\u521d<\/span><\/span><\/span>ChatGPT<\/a><\/span><\/span><\/span>\u5f15\u7206\u5168\u7403\u5173\u6ce8\uff0c\u5230\u5982\u4eca<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u6280\u672f\u6e17\u900f\u5230\u5404\u884c\u5404\u4e1a\uff0c\u6211\u4eec\u6b63\u89c1\u8bc1\u7740\u4e00\u573a\u6df1\u523b\u7684\u8303\u5f0f\u8f6c\u79fb\u3002\u6bd4\u5c14·\u76d6\u8328\u66fe\u65ad\u8a00\uff0c“<\/span><\/span><\/span>Agent<\/span><\/span><\/span>\u5c06\u662f\u672a\u6765\u8ba1\u7b97\u673a\u4ea4\u4e92\u53f2\u4e0a\u6700\u5927\u7684\u9769\u547d”\u3002\u5f53\u8bed\u8a00\u6a21\u578b\u4e0d\u518d\u5c40\u9650\u4e8e\u6587\u5b57\u5bf9\u8bdd\uff0c\u800c\u662f\u62e5\u6709\u4e86“\u6570\u5b57\u624b\u811a”\uff0c\u80fd\u591f\u76f4\u63a5\u64cd\u63a7\u7535\u8111\u3001\u8bbf\u95ee\u6570\u636e\u3001\u8c03\u7528\u5de5\u5177\uff0c\u4e00\u4e2a\u5168\u65b0\u7684“\u4ee3\u7406\u5316”\u65f6\u4ee3\u6b63\u5728\u62c9\u5f00\u5e8f\u5e55\u3002<\/span><\/span><\/span><\/p>\n

\u8fd1\u671f\uff0c\u5f00\u6e90\u9879\u76ee<\/span><\/span><\/span>OpenClaw<\/span><\/span><\/span>\u7684\u7206\u706b\uff0c\u6b63\u662f\u8fd9\u4e00\u8d8b\u52bf\u7684\u96c6\u4e2d\u4f53\u73b0\u3002\u5b83\u5c06\u5927\u8bed\u8a00\u6a21\u578b\uff08<\/span><\/span><\/span>LLM<\/span><\/span><\/span>\uff09\u4ece\u5355\u7eaf\u7684“\u601d\u8003\u8005”\u8f6c\u53d8\u4e3a\u80fd\u591f\u6267\u884c\u590d\u6742\u4efb\u52a1\u7684“\u884c\u52a8\u6d3e”\uff0c\u5f15\u53d1\u4e86\u4e1a\u754c\u5bf9<\/span><\/span><\/span>AI Agent<\/span><\/span><\/span>\uff08\u667a\u80fd\u4f53\uff09\u672a\u6765\u7684\u65e0\u9650\u9050\u60f3\u4e0e\u6df1\u5ea6\u601d\u8003\u3002<\/span><\/span><\/span><\/p>\n

\u8fd1\u671f\u949b\u8d44\u672c\u9080\u8bf7\u590d\u65e6\u5927\u5b66\u8ba1\u7b97\u4e0e\u667a\u80fd\u521b\u65b0<\/a>\u5b66\u9662\u6559\u6388\u3001\u56fd\u5bb6\u7ea7\u9886\u519b\u4eba\u624d\u5f20\u5947\u8fdb\u884c\u5206\u4eab\uff0c\u4ed6\u517c\u4efb\u4e0a\u6d77\u5e02\u667a\u80fd\u4fe1\u606f\u5904\u7406\u91cd\u70b9\u5b9e\u9a8c\u5ba4\u526f\u4e3b\u4efb\uff0c\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u7406\u4e8b\u3001<\/span><\/span><\/span>CCF<\/span><\/span><\/span>\u5927\u6a21\u578b\u8bba\u575b\u5e38\u52a1\u59d4\u5458\u3001<\/span><\/span><\/span>CIPS<\/span><\/span><\/span>\u5927\u6a21\u578b\u4e13\u5bb6\u59d4\u5458\u4f1a\u59d4\u5458\u3001<\/span><\/span><\/span>CIPS<\/span><\/span><\/span>\u4fe1\u606f\u68c0\u7d22\u4e13\u59d4\u4f1a\u5e38\u52a1\u59d4\u5458\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u4fe1\u606f\u68c0\u7d22\uff0c\u805a\u7126\u5927\u8bed\u8a00\u6a21\u578b\u590d\u6742\u63a8\u7406\u548c\u89e3\u91ca\u6027\u5206\u6790\u7b49\u3002\u5728<\/span><\/span><\/span>ACL<\/span><\/span><\/span>\u3001<\/span><\/span><\/span>EMNLP<\/span><\/span><\/span>\u3001<\/span><\/span><\/span>COLING<\/span><\/span><\/span>\u3001\u5168\u56fd\u4fe1\u606f\u68c0\u7d22\u5927\u4f1a\u7b49\u91cd\u8981\u56fd\u9645\u56fd\u5185\u4f1a\u8bae\u591a\u6b21\u62c5\u4efb\u7a0b\u5e8f\u59d4\u5458\u4f1a\u4e3b\u5e2d\u3001\u9886\u57df\u4e3b\u5e2d\u3001\u8bb2\u4e60\u73ed\u4e3b\u5e2d\u7b49\u3002\u5728\u56fd\u9645\u91cd\u8981\u5b66\u672f\u520a\u7269\u548c\u4f1a\u8bae\u53d1\u8868\u8bba\u6587<\/span><\/span><\/span>200<\/span><\/span><\/span>\u4f59\u7bc7\uff0c\u83b7\u5f97\u7f8e\u56fd<\/a>\u6388\u6743\u4e13\u5229<\/span><\/span><\/span>4<\/span><\/span><\/span>\u9879\uff0c\u8457\u6709\u300a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5bfc\u8bba\u300b\u548c\u300a\u5927\u89c4\u6a21\u8bed\u8a00\u6a21\u578b\uff1a\u7406\u8bba\u4e0e\u5b9e\u8df5\u300b\u3002\u4e3b\u6301\u4eba\u662f\u949b\u8d44\u672c\u8463\u4e8b\u603b\u7ecf\u7406\u5434\u4e9a\u529b\uff0c\u8d1f\u8d23\u65b0\u4e00\u4ee3\u4fe1\u606f\u6280\u672f\u65b9\u5411\uff0c\u91cd\u70b9\u5173\u6ce8\u4eba\u5de5\u667a\u80fd<\/a>\u3001\u667a\u80fd\u786c\u4ef6\u3001\u534a\u5bfc\u4f53\u7b49\u4ea7\u4e1a\u9886\u57df\u3002<\/span><\/span><\/span><\/p>\n

\u4ece\u624b\u5de5\u5de5\u4f5c\u6d41\u5230\u901a\u7528\u667a\u80fd\u4f53\uff1a<\/span><\/span><\/span>AI Agent<\/span><\/span><\/span>\u7684\u6f14\u8fdb\u4e4b\u8def<\/span><\/span><\/span><\/p>\n

AI Agent<\/span><\/span><\/span>\u7684\u6982\u5ff5\u5e76\u975e\u59cb\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u65e9\u5728<\/span><\/span><\/span>90<\/span><\/span><\/span>\u5e74\u4ee3\u7684\u5b66\u672f\u754c\u5c31\u5df2\u6709\u76f8\u5173\u63a2\u8ba8\u3002\u7136\u800c\uff0c\u5927\u6a21\u578b\u7684\u5d1b\u8d77\u4e3a\u8fd9\u4e00\u6982\u5ff5\u6ce8\u5165\u4e86\u5168\u65b0\u7684\u751f\u547d\u529b\u3002\u4ece<\/span><\/span><\/span>2023<\/span><\/span><\/span>\u5e74\u5230<\/span><\/span><\/span>2025<\/span><\/span><\/span>\u5e74\uff0c<\/span><\/span><\/span>AI Agent<\/span><\/span><\/span>\u7684\u53d1\u5c55\u8def\u5f84\u6e05\u6670\u5730\u5c55\u73b0\u4e86\u4ece“\u624b\u5de5\u5b9a\u5236”\u5230“\u901a\u7528\u667a\u80fd”\u7684\u6f14\u8fdb\u3002<\/span><\/span><\/span><\/p>\n

\u5728\u65e9\u671f\u9636\u6bb5\uff08<\/span><\/span><\/span>2023-2024<\/span><\/span><\/span>\u5e74\uff09\uff0c\u53d7\u9650\u4e8e\u6a21\u578b\u7684\u7f16\u7a0b\u548c\u63a8\u7406\u80fd\u529b\uff0c\u5b8c\u5168\u81ea\u4e3b\u89c4\u5212\u7684<\/span><\/span><\/span>Agent<\/span><\/span><\/span>\u6210\u529f\u7387\u6781\u4f4e\uff08\u53ef\u80fd\u4e0d\u8db3<\/span><\/span><\/span>10%<\/span><\/span><\/span>\uff09\u3002\u4e1a\u754c\u7684\u4e3b\u6d41\u89e3\u51b3\u65b9\u6848\u662f\u624b\u5de5\u5b9a\u5236\u7684\u5de5\u4f5c\u6d41\u5e73\u53f0\uff0c\u5982\u4ee5<\/span><\/span><\/span>LangChain<\/span><\/span><\/span>\u4e3a\u4ee3\u8868\u7684\u4f4e\u4ee3\u7801<\/span><\/span><\/span>\/<\/span><\/span><\/span>\u65e0\u4ee3\u7801\u5e73\u53f0\u3002\u8fd9\u4e9b\u5e73\u53f0\u901a\u8fc7\u9884\u5b9a\u4e49\u7684<\/span><\/span><\/span>DAG<\/span><\/span><\/span>\uff08\u6709\u5411\u65e0\u73af\u56fe\uff09\u6216\u72b6\u6001\u673a\u6765\u7f16\u6392\u4efb\u52a1\uff0c\u5c06\u590d\u6742\u6d41\u7a0b\u62c6\u89e3\u4e3a\u56fa\u5b9a\u6b65\u9aa4\u3002<\/span><\/span><\/span><\/p>\n

\u7136\u800c\uff0c\u8fd9\u79cd\u6a21\u5f0f\u5b58\u5728\u663e\u8457\u74f6\u9888\u3002\u9996\u5148\uff0c\u6d41\u7a0b\u8bbe\u8ba1\u590d\u6742\uff0c\u666e\u901a\u7528\u6237\u96be\u4ee5\u9a7e\u9a6d\uff0c\u800c\u4e13\u4e1a\u7528\u6237\u4e3a\u6bcf\u4e2a\u65b0\u573a\u666f\u5b9a\u5236\u6d41\u7a0b\u53c8\u663e\u5f97\u7b28\u91cd\u4f4e\u6548\u3002\u5176\u6b21\uff0c\u7075\u6d3b\u6027\u5dee\uff0c\u56fa\u5b9a\u7684\u5de5\u4f5c\u6d41\u96be\u4ee5\u5e94\u5bf9\u5f00\u653e\u3001\u52a8\u6001\u7684\u771f\u5b9e\u4e16\u754c\u4efb\u52a1\u3002\u8fd9\u4e9b\u75db\u70b9\u9650\u5236\u4e86\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u5728\u4f01\u4e1a\u5e94\u7528\u4e2d\u7684\u63a8\u5e7f\u3002<\/span><\/span><\/span><\/p>\n

\u968f\u7740\u6a21\u578b\u80fd\u529b\uff0c\u5c24\u5176\u662f\u7f16\u7a0b\u548c\u63a8\u7406\u80fd\u529b\u7684\u98de\u8dc3\uff08\u5f97\u76ca\u4e8e<\/span><\/span><\/span>Cursor<\/span><\/span><\/span>\u7b49\u5de5\u5177\u63d0\u4f9b\u7684\u9ad8\u8d28\u91cf\u6570\u636e\u98de\u8f6e\uff09\uff0c\u4e1a\u754c\u5f00\u59cb\u63a2\u7d22\u65b0\u7684\u65b9\u5411——\u901a\u7528\u667a\u80fd\u4f53\u3002\u4ee5<\/span><\/span><\/span>2025<\/span><\/span><\/span>\u5e74\u73b0\u8c61\u7ea7\u4ea7\u54c1<\/span><\/span><\/span>Manus<\/span><\/span><\/span>\u4e3a\u4ee3\u8868\uff0c\u5176\u6838\u5fc3\u7406\u5ff5\u662f“\u5b8c\u5168\u629b\u5f03\u5b9a\u5236\u5de5\u4f5c\u6d41”\uff0c\u5c06\u4efb\u52a1\u5168\u6743\u4ea4\u7ed9\u6a21\u578b\u3002\u7528\u6237\u53ea\u9700\u8f93\u5165\u6307\u4ee4\uff0c\u6a21\u578b\u81ea\u4e3b\u8fdb\u884c\u4efb\u52a1\u62c6\u89e3\uff08<\/span><\/span><\/span>Plan<\/span><\/span><\/span>\uff09\u3001\u8c03\u7528\u5de5\u5177\uff08<\/span><\/span><\/span>Action<\/span><\/span><\/span>\uff09\u3001\u89c2\u5bdf\u7ed3\u679c\u5e76\u8fdb\u884c\u53cd\u601d\uff08<\/span><\/span><\/span>Observe & Reflect<\/span><\/span><\/span>\uff09\uff0c\u5f62\u6210\u4e00\u4e2a\u52a8\u6001\u7684“\u611f\u77e5<\/span><\/span><\/span>-<\/span><\/span><\/span>\u89c4\u5212<\/span><\/span><\/span>-<\/span><\/span><\/span>\u6267\u884c”\u5faa\u73af\u3002<\/span><\/span><\/span><\/p>\n

OpenClaw<\/span><\/span><\/span>\u5219\u5728\u901a\u7528\u667a\u80fd\u4f53\u7684\u57fa\u7840\u4e0a\uff0c\u5c06<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u7684“\u884c\u52a8\u529b”\u4ece\u4e91\u7aef\u62c9\u56de\u5230\u4e86\u7528\u6237\u7684\u4e2a\u4eba\u6570\u5b57\u7a7a\u95f4\u3002<\/span>\u5982\u679c\u8bf4<\/span><\/span><\/span>Manus<\/span><\/span><\/span>\u662f\u4e00\u4e2a\u5728\u4e91\u7aef\u4e3a\u4f60\u5de5\u4f5c\u7684\u52a9\u7406\uff0c\u90a3\u4e48<\/span><\/span><\/span>OpenClaw<\/span><\/span><\/span>\u66f4\u50cf\u662f\u76f4\u63a5\u5165\u9a7b\u4f60\u7535\u8111\u7684“\u8d3e\u7ef4\u65af”\u3002\u5b83\u88ab\u8d4b\u4e88\u4e86\u6781\u9ad8\u7684\u672c\u5730\u6743\u9650\uff0c\u53ef\u4ee5\u8bbf\u95ee\u4f60\u7684\u90ae\u4ef6\u3001\u6587\u4ef6\u3001\u804a\u5929\u8bb0\u5f55\uff0c\u751a\u81f3\u63a7\u5236\u5bb6\u4e2d\u7684<\/span><\/span><\/span>IOT<\/span><\/span><\/span>\u8bbe\u5907\u3002\u8fd9\u4f7f\u5f97\u5b83\u7684\u5e94\u7528\u573a\u666f\u88ab\u6781\u5927\u6269\u5c55\uff0c\u4ece\u65e5\u7a0b\u5b89\u6392\u3001\u8bbe\u5907\u63a7\u5236\u5230\u66f4\u590d\u6742\u7684\u4efb\u52a1\uff0c\u5982“\u5728\u7f51\u4e0a\u8ba2\u9910\u5931\u8d25\u540e\uff0c\u81ea\u52a8\u751f\u6210\u8bed\u97f3\u5e76\u901a\u8fc7\u7535\u8bdd\u5b8c\u6210\u9884\u8ba2”\uff0c\u771f\u6b63\u8ba9<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u52a9\u624b\u8d70\u5165\u4e86\u73b0\u5b9e\u3002<\/span><\/span><\/span><\/p>\n

OpenClaw<\/span><\/span><\/span>\u7684\u6838\u5fc3\u67b6\u6784\uff1a\u63d2\u4ef6\u5316\u8bbe\u8ba1\u4e0e<\/span><\/span><\/span>Skill<\/span><\/span><\/span>\u7684\u6a21\u5757\u5316\u9769\u547d<\/span><\/span><\/span><\/p>\n

OpenClaw<\/span><\/span><\/span>\u7684\u8d70\u7ea2\uff0c\u4e0d\u4ec5\u5728\u4e8e\u5176\u5b8f\u5927\u7684\u613f\u666f\uff0c\u66f4\u5728\u4e8e\u5176\u7cbe\u5de7\u4e14\u5bcc\u6709\u6269\u5c55\u6027\u7684\u67b6\u6784\u8bbe\u8ba1\u3002\u5176\u6838\u5fc3\u903b\u8f91\u662f“\u6838\u5fc3\u7cbe\u7b80\u3001\u8fb9\u7f18\u4e30\u5bcc”\u7684\u63d2\u4ef6\u5316\u67b6\u6784\uff0c\u4e3b\u8981\u5305\u542b\u4ee5\u4e0b\u51e0\u4e2a\u6838\u5fc3\u6a21\u5757\uff1a<\/span><\/span><\/span><\/p>\n

Gateway\/Routers<\/span><\/span><\/span>\uff08\u4e2d\u592e\u7f51\u5173\uff09\uff1a\u4f5c\u4e3a\u6574\u4e2a\u7cfb\u7edf\u7684“\u5927\u8111\u4e2d\u67a2\u548c\u4ea4\u901a\u67a2\u7ebd”\uff0c\u8d1f\u8d23\u7ba1\u7406\u4f1a\u8bdd\u3001\u8c03\u5ea6<\/span><\/span><\/span>Agent<\/span><\/span><\/span>\u4efb\u52a1\u3001\u7ef4\u6301\u4e0e\u5404\u4e2a\u804a\u5929\u6e20\u9053\uff08\u5982\u5fae\u4fe1<\/a>\u3001\u98de\u4e66\uff09\u7684\u8fde\u63a5\uff0c\u5e76\u534f\u8c03\u5176\u4ed6\u8282\u70b9\u7684\u80fd\u529b\u3002<\/span><\/span><\/span><\/p>\n

Agent<\/span><\/span><\/span>\uff08\u667a\u80fd\u4f53\uff09\uff1a\u8fd9\u662f\u6267\u884c\u4efb\u52a1\u7684\u6838\u5fc3\u5355\u5143\u3002\u5b83\u63a5\u6536\u6765\u81ea<\/span><\/span><\/span>Gateway<\/span><\/span><\/span>\u7684\u4efb\u52a1\uff0c\u52a8\u7528\u5176“\u5927\u8111”\uff08\u5927\u8bed\u8a00\u6a21\u578b\uff09\u8fdb\u884c\u89c4\u5212\u548c\u51b3\u7b56\uff0c\u5229\u7528“\u624b\u811a”\uff08<\/span><\/span><\/span>Tools<\/span><\/span><\/span>\uff09\u548c“\u4e13\u4e1a\u77e5\u8bc6”\uff08<\/span><\/span><\/span>Skills<\/span><\/span><\/span>\uff09\u6765\u5b8c\u6210\u4efb\u52a1\u3002<\/span><\/span><\/span><\/p>\n

Channels<\/span><\/span><\/span>\uff08\u6e20\u9053\u9002\u914d\u5668\uff09\uff1a\u5145\u5f53“\u901a\u4fe1\u4e0e\u7ffb\u8bd1\u5b98”\u7684\u89d2\u8272\uff0c\u8d1f\u8d23\u4e0e\u4e0d\u540c\u6d88\u606f\u6e20\u9053\u8fdb\u884c\u5bf9\u63a5\u548c\u6d88\u606f\u683c\u5f0f\u8f6c\u6362\u3002<\/span><\/span><\/span><\/p>\n

Nodes<\/span><\/span><\/span>\uff08\u8fdc\u7a0b\u80fd\u529b\u8282\u70b9\uff09\uff1a\u4f5c\u4e3a“\u5206\u5e03\u5f0f\u89e6\u624b”\uff0c\u6269\u5c55\u4e86\u4e3b\u673a\u7684\u534f\u4f5c\u80fd\u529b\uff0c\u4f8b\u5982\u8fde\u63a5\u6444\u50cf\u5934\u6216\u5176\u4ed6\u667a\u80fd\u8bbe\u5907\u3002<\/span><\/span><\/span><\/p>\n

\u5728\u8fd9\u4e2a\u67b6\u6784\u4e2d\uff0c\u4e00\u4e2a\u5173\u952e\u7684\u6280\u672f\u521b\u65b0\u70b9\u662f\u5f15\u5165\u4e86<\/span><\/span><\/span>Skill<\/span><\/span><\/span>\uff08\u6280\u80fd\uff09 \u7684\u6982\u5ff5\u3002\u5728<\/span><\/span><\/span>OpenClaw<\/span><\/span><\/span>\u4e4b\u524d\uff0c\u5927\u6a21\u578b\u4f7f\u7528\u5de5\u5177\u7684\u65b9\u5f0f\u4e3b\u8981\u662f\u901a\u8fc7\u5c06\u5927\u91cf\u7684<\/span><\/span><\/span>API<\/span><\/span><\/span>\u5b9a\u4e49\u76f4\u63a5\u585e\u5165\u7cfb\u7edf\u63d0\u793a\u8bcd\uff08<\/span><\/span><\/span>System Prompt<\/span><\/span><\/span>\uff09\u4e2d\u3002\u8fd9\u79cd\u539f\u59cb\u65b9\u5f0f\u5e26\u6765\u4e86\u4e24\u5927\u96be\u9898\uff1a<\/span><\/span><\/span><\/p>\n

\u4e0a\u4e0b\u6587\u6df7\u4e71\uff1a\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e2d\u6df7\u6742\u7740\u8eab\u4efd\u5b9a\u4e49\u3001\u64cd\u4f5c\u6d41\u7a0b\u548c\u51e0\u5341\u4e2a\u5de5\u5177\u7684<\/span><\/span><\/span>API<\/span><\/span><\/span>\u63cf\u8ff0\uff0c\u5bfc\u81f4\u63d0\u793a\u8bcd\u81c3\u80bf\uff08<\/span><\/span><\/span>OpenClaw<\/span><\/span><\/span>\u7684<\/span><\/span><\/span>System Prompt<\/span><\/span><\/span>\u9ad8\u8fbe\u7ea6<\/span><\/span><\/span>14,000 token<\/span><\/span><\/span>\uff09\uff0c\u7ef4\u62a4\u56f0\u96be\uff0c\u6a21\u578b\u4e5f\u96be\u4ee5\u7cbe\u51c6\u7406\u89e3\u3002<\/span><\/span><\/span><\/p>\n

\u590d\u7528\u6027\u5dee\uff1a\u5de5\u5177\u7684\u5b9a\u4e49\u4e0e\u7279\u5b9a\u9879\u76ee\u7ed1\u5b9a\uff0c\u4fee\u6539\u4e00\u4e2a\u5de5\u5177\u9700\u8981\u5728\u591a\u4e2a\u9879\u76ee\u4e2d\u540c\u6b65\uff0c\u6781\u6613\u4ea7\u751f\u7248\u672c\u6f02\u79fb\u3002<\/span><\/span><\/span><\/p>\n

\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c<\/span><\/span><\/span>Anthropic<\/span><\/span><\/span>\u63a8\u51fa\u4e86<\/span><\/span><\/span>Skill<\/span><\/span><\/span>\u6982\u5ff5\uff0c\u5e76\u88ab<\/span><\/span><\/span>OpenClaw<\/span><\/span><\/span>\u91c7\u7eb3\u3002<\/span><\/span><\/span>Skill<\/span><\/span><\/span>\u53ef\u4ee5\u88ab\u7406\u89e3\u4e3a“\u5458\u5de5\u624b\u518c<\/span><\/span><\/span>+<\/span><\/span><\/span>\u5de5\u5177\u7bb1”\u7684\u7ec4\u5408\u3002<\/span><\/span><\/span><\/p>\n

\u5458\u5de5\u624b\u518c\uff08<\/span><\/span><\/span>SKILL.md<\/span><\/span><\/span>\uff09\uff1a\u7528\u81ea\u7136\u8bed\u8a00\u7f16\u5199\u7684\u8bf4\u660e\u6587\u6863\uff0c\u544a\u8bc9<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u8be5\u6280\u80fd\u7684\u7528\u9014\u3001\u9002\u7528\u573a\u666f\u3001\u4f7f\u7528\u6b65\u9aa4\u548c\u6ce8\u610f\u4e8b\u9879\u3002<\/span><\/span><\/span><\/p>\n

\u5de5\u5177\u7bb1\uff08\u53ef\u6267\u884c\u811a\u672c<\/span><\/span><\/span>&<\/span><\/span><\/span>\u8d44\u6e90<\/a>\u6587\u4ef6\uff09\uff1a\u63d0\u4f9b\u5b8c\u6210\u4efb\u52a1\u6240\u9700\u7684<\/span><\/span><\/span>Python<\/span><\/span><\/span>\u3001<\/span><\/span><\/span>JavaScript<\/span><\/span><\/span>\u7b49\u811a\u672c\uff0c\u4ee5\u53ca\u53ef\u4f9b\u67e5\u9605\u7684\u53c2\u8003\u6587\u6863\u6216\u6a21\u677f\u3002<\/span><\/span><\/span><\/p>\n

\u901a\u8fc7\u5c06\u5de5\u5177\u5c01\u88c5\u6210\u72ec\u7acb\u7684<\/span><\/span><\/span>Skill<\/span><\/span><\/span>\uff0c<\/span><\/span><\/span>OpenClaw<\/span><\/span><\/span>\u5b9e\u73b0\u4e86\u663e\u8457\u7684\u6539\u8fdb\uff1a<\/span><\/span><\/span><\/p>\n

\u4e0a\u4e0b\u6587\u7ba1\u7406\u4f18\u5316\uff1a\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e2d\u4e0d\u518d\u5305\u542b\u6bcf\u4e2a\u5de5\u5177\u7684\u5177\u4f53\u5b9e\u73b0\u7ec6\u8282\uff0c\u53ea\u4fdd\u7559<\/span><\/span><\/span>Skill<\/span><\/span><\/span>\u7684\u5143\u6570\u636e\uff08\u8bf4\u660e\u4e66\uff09\uff0c\u5927\u5927\u51cf\u8f7b\u4e86\u6a21\u578b\u7684\u9605\u8bfb\u8d1f\u62c5\u3002<\/span><\/span><\/span><\/p>\n

\u9ad8\u590d\u7528\u6027\u4e0e\u6613\u7ef4\u62a4\u6027\uff1a\u4e00\u4e2a<\/span><\/span><\/span>PDF<\/span><\/span><\/span>\u5904\u7406<\/span><\/span><\/span>Skill<\/span><\/span><\/span>\u53ef\u4ee5\u5728\u591a\u4e2a\u9879\u76ee\u4e2d\u88ab\u8c03\u7528\u3002\u5f53<\/span><\/span><\/span>Skill<\/span><\/span><\/span>\u5347\u7ea7\u65f6\uff0c\u6240\u6709\u4f7f\u7528\u5b83\u7684\u9879\u76ee\u90fd\u80fd\u540c\u6b65\u53d7\u76ca\u3002<\/span><\/span><\/span><\/p>\n

\u964d\u4f4e\u4f7f\u7528\u95e8\u69db\uff1a\u7528\u6237\u6216\u5f00\u53d1\u8005\u53ef\u4ee5\u50cf\u5b89\u88c5\u63d2\u4ef6\u4e00\u6837\uff0c\u8f7b\u677e\u5730\u4e3a<\/span><\/span><\/span>OpenClaw<\/span><\/span><\/span>\u8d4b\u4e88\u65b0\u7684\u80fd\u529b\uff0c\u6781\u5927\u5730\u6269\u5c55\u4e86\u5176\u5e94\u7528\u8fb9\u754c\u3002<\/span><\/span><\/span><\/p>\n

\u5f53\u7136\uff0c\u8fd9\u79cd\u67b6\u6784\u4e5f\u5e26\u6765\u4e86\u65b0\u7684\u6311\u6218\u3002<\/span><\/span><\/span>Skill<\/span><\/span><\/span>\u7684\u8c03\u7528\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u57fa\u4e8e\u957f\u4e0a\u4e0b\u6587\u7684\u9605\u8bfb\u7406\u89e3\u4efb\u52a1\uff0c\u800c\u5f53\u524d<\/span><\/span><\/span>Transformer<\/span><\/span><\/span>\u67b6\u6784\u7684\u6a21\u578b\u5728\u5904\u7406\u8d85\u957f\u4e0a\u4e0b\u6587\u65f6\uff0c\u6027\u80fd\u4f1a\u6025\u5267\u4e0b\u964d\u3002\u4ece<\/span><\/span><\/span>8K<\/span><\/span><\/span>\u5230<\/span><\/span><\/span>33K<\/span><\/span><\/span>\uff0c\u6a21\u578b\u7684\u63a8\u7406\u51c6\u786e\u7387\u5c31\u53ef\u80fd\u6298\u534a\uff0c\u8fd9\u6b63\u662f<\/span><\/span><\/span>OpenClaw<\/span><\/span><\/span>\u4e43\u81f3\u6240\u6709<\/span><\/span><\/span>Agent<\/span><\/span><\/span>\u7cfb\u7edf\u9700\u8981\u9762\u5bf9\u7684\u6838\u5fc3\u6280\u672f\u74f6\u9888\u3002<\/span><\/span><\/span><\/p>\n

\u5927\u6a21\u578b\u5de5\u5177\u5b66\u4e60\u7684\u6838\u5fc3\u6311\u6218\uff1a\u4ece\u8c03\u7528\u5230\u89c4\u5212\u7684\u8270\u96be\u4e4b\u8def<\/h2>\n

OpenClaw<\/span><\/span><\/span>\u7684\u6d41\u7545\u8fd0\u884c\uff0c\u9ad8\u5ea6\u4f9d\u8d56\u5927\u6a21\u578b\u7684\u5de5\u5177\u5b66\u4e60\u80fd\u529b\u3002\u8fd9\u8fdc\u975e\u7b80\u5355\u7684<\/span><\/span><\/span>API<\/span><\/span><\/span>\u8c03\u7528\uff0c\u800c\u662f\u4e00\u4e2a\u6d89\u53ca\u7406\u89e3\u3001\u89c4\u5212\u3001\u6cdb\u5316\u548c\u81ea\u6211\u4fee\u6b63\u7684\u590d\u6742\u8fc7\u7a0b\u3002\u5176\u9762\u4e34\u7684\u96be\u70b9\u4e3b\u8981\u5305\u62ec\uff1a<\/span><\/span><\/span><\/p>\n

\u6307\u4ee4\u7406\u89e3\u4e0e\u5de5\u5177\u5339\u914d\uff1a\u6a21\u578b\u9700\u8981\u7cbe\u51c6\u7406\u89e3\u7528\u6237\u53e3\u8bed\u5316\u6307\u4ee4\u7684\u771f\u5b9e\u610f\u56fe\uff08\u4f8b\u5982\uff0c<\/span><\/span><\/span>“\u4eca\u5929\u4e0a\u6d77\u633a\u51b7\u7684\uff0c\u5317\u4eac\u600e\u4e48\u6837\uff1f”\u540c\u6837\u9700\u8981\u8c03\u7528\u5929\u6c14\u5de5\u5177\uff09\uff0c\u5e76\u5728\u4f17\u591a\u5de5\u5177\u4e2d\u505a\u51fa\u6700\u5408\u9002\u7684\u9009\u62e9\u3002<\/span><\/span><\/span><\/p>\n

\u591a\u6b65\u63a8\u7406\u4e0e\u51b3\u7b56\u89c4\u5212\uff1a\u9762\u5bf9<\/span><\/span><\/span>“\u660e\u5929\u53bb\u5317\u4eac\uff0c\u4e0b\u96ea\u5c31\u8ba2\u9ad8\u94c1\uff0c\u5426\u5219\u8ba2\u98de\u673a”\u8fd9\u7c7b\u590d\u5408\u6307\u4ee4\uff0c\u6a21\u578b\u9700\u8981\u5c06\u5176\u62c6\u89e3\u4e3a“\u67e5\u5929\u6c14<\/span><\/span><\/span>-<\/span><\/span><\/span>\u51b3\u7b56<\/span><\/span><\/span>-<\/span><\/span><\/span>\u8ba2\u7968”\u7b49\u591a\u4e2a\u6b65\u9aa4\uff0c\u5e76\u52a8\u6001\u89c4\u5212\u5de5\u5177\u8c03\u7528\u987a\u5e8f\u3002<\/span><\/span><\/span><\/p>\n

\u9519\u8bef\u8bc6\u522b\u4e0e\u81ea\u6211\u4fee\u6b63\uff1a\u5f53\u5de5\u5177\u8c03\u7528\u5931\u8d25\u6216\u8fd4\u56de\u5f02\u5e38\u7ed3\u679c\u65f6\uff0c\u6a21\u578b\u9700\u8981\u80fd\u81ea\u6211\u8bca\u65ad\uff0c\u8c03\u6574\u7b56\u7565<\/a>\u6216\u9009\u62e9\u66ff\u4ee3\u65b9\u6848\u3002<\/span><\/span><\/span><\/p>\n

\u4e3a\u4e86\u5ba2\u89c2\u8bc4\u4f30\u6a21\u578b\u5728\u8fd9\u65b9\u9762\u7684\u80fd\u529b\uff0c\u5b66\u672f\u754c\u6784\u5efa\u4e86\u5404\u79cd\u8bc4\u6d4b\u57fa\u51c6\u3002\u4f8b\u5982\uff0c<\/span><\/span><\/span>EMNLP 2024<\/span><\/span><\/span>\u4e0a\u7684<\/span><\/span><\/span>RoTBench<\/span><\/span><\/span>\u7814\u7a76\u663e\u793a\uff0c\u6a21\u578b\u7684\u5de5\u5177\u8c03\u7528\u5177\u6709\u8106\u5f31\u6027\u3002\u4ec5\u4ec5\u5c06\u5de5\u5177<\/span><\/span><\/span>API<\/span><\/span><\/span>\u7684\u540d\u79f0\u4ece\u6709\u660e\u786e\u8bed\u4e49\u7684“<\/span><\/span><\/span>get_weather<\/span><\/span><\/span>”\u6539\u4e3a\u65e0\u610f\u4e49\u7684“<\/span><\/span><\/span>ABC<\/span><\/span><\/span>”\uff0c\u5c31\u53ef\u80fd\u5bfc\u81f4<\/span><\/span><\/span>GPT-4<\/span><\/span><\/span>\u7684\u6027\u80fd\u4ece<\/span><\/span><\/span>80<\/span><\/span><\/span>\u5206\u5927\u5e45\u4e0b\u6ed1\u81f3<\/span><\/span><\/span>58<\/span><\/span><\/span>\u5206\u3002\u8fd9\u8bf4\u660e\u6a21\u578b\u5f88\u5927\u7a0b\u5ea6\u4e0a\u662f\u5728“\u8bb0\u5fc6”\u800c\u975e“\u7406\u89e3”\u5de5\u5177\u7684\u529f\u80fd\u3002<\/span><\/span><\/span><\/p>\n

\u800c\u5728\u66f4\u590d\u6742\u7684\u591a\u8df3\u5de5\u5177\u4f7f\u7528\u573a\u666f\u4e0b\uff0c\u6a21\u578b\u7684\u6210\u529f\u7387\u66f4\u662f\u582a\u5fe7\u3002<\/span><\/span><\/span>ACL 2025<\/span><\/span><\/span>\u53d1\u5e03\u7684<\/span><\/span><\/span>ToolHop<\/span><\/span><\/span>\u8bc4\u6d4b\u96c6\uff0c\u5728\u6db5\u76d6<\/span><\/span><\/span>47<\/span><\/span><\/span>\u4e2a\u9886\u57df\u7684\u8fd1<\/span><\/span><\/span>4000<\/span><\/span><\/span>\u4e2a\u5de5\u5177\u4e0a\u5bf9\u4e3b\u6d41\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5\u3002\u7ed3\u679c\u663e\u793a\uff0c\u5373\u4f7f\u662f\u5f53\u65f6\u6700\u5148\u8fdb\u7684<\/span><\/span><\/span>GPT-4o<\/span><\/span><\/span>\uff0c\u5728\u5f3a\u5236\u4f7f\u7528\u5de5\u5177\u8fdb\u884c\u591a\u6b65\u63a8\u7406\u7684\u573a\u666f\u4e0b\uff0c\u51c6\u786e\u7387\u4e5f\u4ec5\u5728<\/span><\/span><\/span>50%<\/span><\/span><\/span>\u5de6\u53f3\u5f98\u5f8a\u3002\u8fd9\u8bf4\u660e\uff0c\u9762\u5bf9\u9700\u8981\u7ec4\u5408\u591a\u4e2a\u5de5\u5177\u624d\u80fd\u5b8c\u6210\u7684\u771f\u5b9e\u590d\u6742\u4efb\u52a1\uff0c\u5f53\u524d\u5927\u6a21\u578b\u7684\u80fd\u529b\u4ecd\u6709\u5de8\u5927\u63d0\u5347\u7a7a\u95f4\u3002<\/span><\/span><\/span><\/p>\n

\u6211\u4eec\u56e2\u961f\u4e0e\u817e\u8baf<\/a>\u6df7\u5143\u5408\u4f5c\u7684<\/span><\/span><\/span>CL-Bench<\/span><\/span><\/span>\u7814\u7a76\u8fdb\u4e00\u6b65\u63ed\u793a\u4e86\u95ee\u9898\u7684\u672c\u8d28\u3002\u901a\u8fc7\u6784\u5efa\u4e00\u4e2a\u5728\u771f\u5b9e\u4e16\u754c\u4e2d\u4e0d\u5b58\u5728\u7684\u4eba\u5de5\u4f53\u7cfb\uff08\u5982\u865a\u6784\u7684\u6cd5\u5f8b\u6216\u6e38\u620f<\/a>\u89c4\u5219\uff09\uff0c\u6765\u6d4b\u8bd5\u6a21\u578b\u4ece\u96f6\u5f00\u59cb\u5b66\u4e60\u5e76\u5e94\u7528\u65b0\u77e5\u8bc6\u7684\u80fd\u529b\u3002\u7ed3\u679c\u663e\u793a\uff0c\u5728\u6ca1\u6709\u9884\u8bad\u7ec3\u6570\u636e“\u4f5c\u5f0a”\u7684\u60c5\u51b5\u4e0b\uff0c\u6240\u6709\u6a21\u578b\u7684\u8868\u73b0\u90fd\u5927\u5e45\u4e0b\u964d\uff0c\u6700\u597d\u7684\u6a21\u578b\u4e5f\u4ec5\u5728<\/span><\/span><\/span>20-30<\/span><\/span><\/span>\u5206\u5f98\u5f8a\u3002<\/span>\u8fd9\u6709\u529b\u5730\u8bc1\u660e\uff0c\u5f53\u524d\u6a21\u578b\u6240\u8c13\u7684“\u63a8\u7406”\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f9d\u8d56\u4e8e\u5bf9\u6d77\u91cf\u8bad\u7ec3\u6570\u636e\u7684\u8bb0\u5fc6\u548c\u6a21\u5f0f\u5339\u914d\uff0c\u800c\u975e\u771f\u6b63\u7684\u903b\u8f91\u63a8\u6f14\u3002<\/span><\/span><\/span><\/p>\n

\u80fd\u529b\u8fb9\u754c\u7684\u51b7\u9759\u5ba1\u89c6\uff1a\u8bb0\u5fc6\u4e0e\u7406\u89e3\u7684\u9e3f\u6c9f<\/span><\/span><\/span><\/p>\n

\u9762\u5bf9<\/span><\/span><\/span>Agent<\/span><\/span><\/span>\u5c55\u73b0\u51fa\u7684\u65e0\u9650\u6f5c\u529b\uff0c\u6211\u4eec\u4e5f\u9700\u8981\u51b7\u9759\u5730\u5ba1\u89c6\u5927\u6a21\u578b\u672c\u8eab\u7684\u80fd\u529b\u8fb9\u754c\u3002\u4e00\u4e2a\u6839\u672c\u6027\u7684\u95ee\u9898\u662f\uff1a\u6a21\u578b\u7a76\u7adf\u662f\u771f\u6b63“\u7406\u89e3”\u4e86\u4efb\u52a1\uff0c\u8fd8\u662f\u4ec5\u4ec5\u5728\u8fdb\u884c\u9ad8\u7ea7\u7684\u6a21\u5f0f\u5339\u914d\uff1f<\/span><\/span><\/span><\/p>\n

\u6211\u8ba4\u4e3a\uff1a\u5f53\u524d\u7684\u5927\u6a21\u578b\uff0c\u672c\u8d28\u4e0a\u4f9d\u7136\u505c\u7559\u5728“\u8bb0\u5fc6”\u7684\u5c42\u6b21\uff0c\u8fdc\u672a\u8fbe\u5230“\u7406\u89e3”\u7684\u9636\u6bb5\u3002 \u5176\u5c55\u73b0\u51fa\u7684\u5f3a\u5927\u80fd\u529b\uff0c\u6e90\u4e8e\u56db\u4e2a\u6838\u5fc3\u7279\u6027\u7684\u63d0\u5347\u3002<\/span><\/span><\/span><\/p>\n

\u957f\u4e0a\u4e0b\u6587\u5efa\u6a21\uff1a\u4ece\u53ea\u80fd\u5904\u7406<\/span><\/span><\/span>512 token<\/span><\/span><\/span>\u5230\u53ef\u4ee5\u5904\u7406<\/span><\/span><\/span>100K<\/span><\/span><\/span>\u751a\u81f3\u66f4\u591a\u3002<\/span><\/span><\/span><\/p>\n

\u591a\u4efb\u52a1\u5b66\u4e60\uff1a\u4ece\u5355\u4e00\u4efb\u52a1\u7684\u4e13\u7528\u6a21\u578b\u5230\u80fd\u5b8c\u6210\u6210\u767e\u4e0a\u5343\u79cd\u4efb\u52a1\u7684\u901a\u7528\u6a21\u578b\u3002<\/span><\/span><\/span><\/p>\n

\u8de8\u8bed\u8a00\u8fc1\u79fb\u6027\uff1a\u6a21\u578b\u80fd\u591f\u5c06\u5728\u4e00\u79cd\u8bed\u8a00\u4e2d\u5b66\u5230\u7684\u77e5\u8bc6\u8fc1\u79fb\u5230\u5176\u4ed6\u8bed\u8a00\u3002<\/span><\/span><\/span><\/p>\n

\u6587\u672c\u751f\u6210\u80fd\u529b\uff1a\u80fd\u591f\u751f\u6210\u6d41\u7545\u3001\u8fde\u8d2f\u7684\u6587\u672c\u3002<\/span><\/span><\/span><\/p>\n

\u7136\u800c\uff0c<\/span>\u8fd9\u4e9b\u80fd\u529b\u7684\u5e95\u5c42\u4f9d\u7136\u662f\u6982\u7387\u548c\u76f8\u5173\u6027\u7684\u8ba1\u7b97\u3002\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b\u4e0e\u4eba\u8111\u7684\u5b66\u4e60\u8fc7\u7a0b\u5b58\u5728\u672c\u8d28\u5dee\u5f02\u3002<\/span>\u4eba\u53ef\u4ee5\u4e3e\u4e00\u53cd\u4e09\uff0c\u5b66\u4f1a\u52a0\u6cd5\u540e\u81ea\u7136\u80fd\u8ba1\u7b97\u4efb\u610f\u5927\u7684\u6570\u5b57\uff1b\u4f46\u6a21\u578b\u7684\u5b66\u4e60\u662f<\/span><\/span><\/span>“\u5708\u5c42\u5f0f”\u7684\uff0c\u5b83\u5728\u9ad8\u8003\u9898\u4e0a\u62ff\u5230<\/span><\/span><\/span>145<\/span><\/span><\/span>\u5206\uff0c\u5e76\u4e0d\u4ee3\u8868\u5b83\u80fd\u505a\u597d\u7b80\u5355\u7684\u5c0f\u5b66\u52a0\u51cf\u6cd5\u3002\u4f8b\u5982\uff0c\u6a21\u578b\u53ef\u80fd\u6570\u5bf9\u4e86“<\/span><\/span><\/span>strawberry<\/span><\/span><\/span>”\u4e2d\u6709\u51e0\u4e2a“<\/span><\/span><\/span>r<\/span><\/span><\/span>”\uff0c\u4e5f\u53ef\u80fd\u7b97\u5bf9\u4e86“<\/span><\/span><\/span>50<\/span><\/span><\/span>\u4e2a<\/span><\/span><\/span>1<\/span><\/span><\/span>\u76f8\u52a0\u4e2d\u95f4\u52a0\u4e24\u4e2a<\/span><\/span><\/span>11<\/span><\/span><\/span>”\uff0c\u4f46\u5f53\u6570\u5b57\u6269\u5c55\u5230“<\/span><\/span><\/span>100<\/span><\/span><\/span>\u4e2a<\/span><\/span><\/span>1<\/span><\/span><\/span>”\u65f6\uff0c\u5b83\u53ef\u80fd\u53c8\u4f1a\u72af\u9519\u3002\u56e0\u4e3a\u5bf9\u4e8e\u6a21\u578b\u6765\u8bf4\uff0c\u8fd9\u4e9b\u90fd\u662f\u4e0d\u540c\u7684“\u5708”\uff0c\u5b83\u4eec\u4e4b\u95f4\u6ca1\u6709\u5fc5\u7136\u7684\u8054\u7cfb\u3002<\/span><\/span><\/span><\/p>\n

\u8fd9\u79cd\u57fa\u4e8e\u8bb0\u5fc6\u7684\u6a21\u5f0f\u5339\u914d\uff0c\u5bfc\u81f4\u6a21\u578b\u4f1a\u5728\u4e00\u4e9b\u6781\u5176\u7b80\u5355\u7684<\/span><\/span><\/span>“\u5e38\u8bc6”\u95ee\u9898\u4e0a\u53cd\u590d\u72af\u9519\uff0c\u6bd4\u5982\u7ecf\u5178\u7684“\u6d17\u8f66\u5e97\u8ddd\u79bb<\/span><\/span><\/span>50<\/span><\/span><\/span>\u7c73\uff0c\u8be5\u5f00\u8f66\u8fd8\u662f\u4e0d\u5f00\u8f66”\u95ee\u9898\u3002\u8fd9\u4e9b\u73b0\u8c61\u8b66\u793a\u6211\u4eec\uff0c\u6a21\u578b\u7684\u843d\u5730\u5e94\u7528\u573a\u666f\u5fc5\u987b\u975e\u5e38\u82db\u523b\uff1a<\/span><\/span><\/span><\/p>\n

\u7ed3\u679c\u6613\u4e8e\u5224\u5b9a\uff1a\u6a21\u578b\u8f93\u51fa\u7684\u7ed3\u679c\uff0c\u4eba\u80fd\u5426\u4e00\u773c\u5c31\u5224\u65ad\u5176\u5bf9\u9519\uff1f\u4f8b\u5982\uff0c<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u751f\u6210\u4e00\u5f20\u56fe\u7247\u6216\u4e00\u4e2a\u7b11\u8bdd\uff0c\u4eba\u626b\u4e00\u773c\u5c31\u80fd\u5224\u65ad\u597d\u574f\uff1b\u4f46\u8ba9\u5b83\u8d77\u8349\u4e00\u4efd\u590d\u6742\u7684\u6cd5\u5f8b\u5408\u540c\uff0c\u975e\u4e13\u4e1a\u4eba\u58eb\u6839\u672c\u65e0\u6cd5\u9a8c\u8bc1\u5176\u51c6\u786e\u6027\u548c\u5b8c\u6574\u6027\u3002<\/span><\/span><\/span><\/p>\n

\u80fd\u66ff\u4ee3\u5927\u91cf\u4eba\u5de5\uff1a\u6a21\u578b\u7684\u4ef7\u503c\u5728\u4e8e\u66ff\u4ee3\u90a3\u4e9b\u8017\u65f6\u8017\u529b\u7684\u5de5\u4f5c\u3002\u5982\u679c\u4e00\u4e2a\u4efb\u52a1\u4eba\u4e00\u79d2\u949f\u5c31\u80fd\u5b8c\u6210\uff0c\u90a3\u4e48\u7528<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u7684\u610f\u4e49\u5c31\u4e0d\u5927\u3002<\/span><\/span><\/span><\/p>\n

\u53ea\u6709\u5f53\u8fd9\u4e24\u4e2a\u6761\u4ef6\u540c\u65f6\u6ee1\u8db3\u65f6\uff0c<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u5e94\u7528\u624d\u5177\u5907\u4e86\u843d\u5730\u7684“\u573a\u666f\u9a71\u52a8\u529b”\u3002\u8fd9\u4e5f\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u7ed8\u753b\u3001<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u7f16\u7a0b\u7b49\u9886\u57df\u80fd\u591f\u5feb\u901f\u53d1\u5c55\uff0c\u800c<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u5728\u91d1\u878d\u3001\u6cd5\u5f8b\u7b49\u4e25\u8083\u9886\u57df\u7684\u5e94\u7528\u5219\u6b65\u5c65\u7ef4\u8270\u3002<\/span><\/span><\/span><\/p>\n

\u672a\u6765\u5c55\u671b\uff1a\u5171\u8bc6\u3001\u5206\u6b67\u4e0e\u673a\u9047<\/span><\/span><\/span><\/p>\n

\u57fa\u4e8e\u4e0a\u8ff0\u5206\u6790\uff0c\u6211\u4eec\u53ef\u4ee5\u5bf9\u672a\u6765<\/span><\/span><\/span>AI Agent<\/span><\/span><\/span>\u5316\u7684\u53d1\u5c55\u8d8b\u52bf\u5f62\u6210\u51e0\u70b9\u611f\u609f\uff1a<\/span><\/span><\/span><\/p>\n

\u6280\u672f\u98de\u901f\u53d1\u5c55\uff0c\u4f46\u80fd\u529b\u8fb9\u754c\u4ecd\u662f\u4e89\u8bae\u7126\u70b9\u3002\u5927\u6a21\u578b\u6280\u672f\u65e5\u65b0\u6708\u5f02\uff0c\u4f46\u5173\u4e8e\u5176\u662f\u5426\u80fd\u901a\u8fc7<\/span><\/span><\/span>Scaling Law<\/span><\/span><\/span>\u8d70\u5411\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08<\/span><\/span><\/span>AGI<\/span><\/span><\/span>\uff09\uff0c\u884c\u4e1a\u5185\u8fdc\u672a\u8fbe\u6210\u5171\u8bc6\u3002\u5f20\u5947\u6559\u6388\u4e2a\u4eba\u8ba4\u4e3a\uff0c\u57fa\u4e8e<\/span><\/span><\/span>Transformer<\/span><\/span><\/span>\u7684\u67b6\u6784\uff0c\u5176\u6982\u7387\u76f8\u5173\u6027\u7684\u672c\u8d28\uff0c\u51b3\u5b9a\u4e86\u5b83\u53ef\u80fd\u6c38\u8fdc\u65e0\u6cd5\u5b9e\u73b0\u771f\u6b63\u610f\u4e49\u4e0a\u7684“\u7406\u89e3”\u548c“\u63a8\u7406”\u3002<\/span><\/span><\/span><\/p>\n

Agent<\/span><\/span><\/span>\u662f\u786e\u5b9a\u7684\u672a\u6765\uff0c\u5206\u6b67\u5728\u4e8e\u901a\u7528\u8fd8\u662f\u4e13\u7528\u3002\u6240\u6709\u7684\u5927\u6a21\u578b\u5e94\u7528\u672c\u8d28\u4e0a\u90fd\u5df2\u6f14\u53d8\u4e3a<\/span><\/span><\/span>Agent<\/span><\/span><\/span>\u7cfb\u7edf\uff08\u5982\u8054\u7f51\u641c\u7d22\u3001\u4ee3\u7801\u89e3\u91ca\u5668\u7b49\uff09\u3002<\/span>\u672a\u6765\u7684\u6838\u5fc3\u5206\u6b67\u5728\u4e8e\uff0c\u6211\u4eec\u662f\u5e94\u8be5\u50cf<\/span><\/span><\/span>OpenClaw<\/span><\/span><\/span>\u4e00\u6837\uff0c\u6784\u5efa\u4e00\u4e2a\u5305\u6253\u5929\u4e0b\u7684\u901a\u7528\u667a\u80fd\u4f53\uff0c\u8fd8\u662f\u5728\u4e0d\u540c\u884c\u4e1a\u3001\u4e0d\u540c\u573a\u666f\u4e0b\u8fdb\u884c\u6df1\u5ea6\u7684\u5b9a\u5236\u5316\u5f00\u53d1\uff1f\u524d\u8005\u4f9d\u8d56\u4e8e\u6a21\u578b\u80fd\u529b\u7684\u7ec8\u6781\u7a81\u7834\uff0c\u540e\u8005\u5219\u66f4\u8d34\u8fd1\u5f53\u524d\u6280\u672f\u6761\u4ef6\u4e0b\u7684\u73b0\u5b9e\u843d\u5730\u8def\u5f84\u3002<\/span><\/span><\/span><\/p>\n

\u5173\u6ce8\u5b8c\u6210\u7387\uff0c<\/span><\/span><\/span>90<\/span><\/span><\/span>\u5206\u624d\u662f\u53ca\u683c\u7ebf\u3002\u8bb8\u591a\u70ab\u9177\u7684<\/span><\/span><\/span>Demo<\/span><\/span><\/span>\u53ef\u80fd\u53ea\u6709<\/span><\/span><\/span>20%-30%<\/span><\/span><\/span>\u7684\u5b8c\u6210\u7387\uff0c\u8fd9\u5728\u5546\u4e1a\u4e0a\u6beb\u65e0\u4ef7\u503c\u3002\u4e00\u4e2a\u80fd\u88ab\u7528\u6237\u4e70\u5355\u7684\u4ea7\u54c1\uff0c\u5176\u6210\u529f\u7387\u5fc5\u987b\u63a5\u8fd1<\/span><\/span><\/span>90%<\/span><\/span><\/span>\u3002\u56e0\u6b64\uff0c\u5728\u8bc4\u4f30<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u80fd\u529b\u65f6\uff0c\u4e0d\u80fd\u88ab<\/span><\/span><\/span>Demo<\/span><\/span><\/span>\u8ff7\u60d1\uff0c\u800c\u8981\u8ffd\u95ee\u5176\u5728\u5b9e\u9645\u590d\u6742\u573a\u666f\u4e0b\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002<\/span><\/span><\/span><\/p>\n

\u4ece<\/span><\/span><\/span>“\u573a\u666f<\/span><\/span><\/span>+AI<\/span><\/span><\/span>”\u5230“<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u539f\u751f”\u3002\u6b63\u5982<\/span><\/span><\/span>Anthropic<\/span><\/span><\/span>\u57fa\u91d1\u7684\u89c2\u70b9\uff0c\u771f\u6b63\u7684\u673a\u4f1a\u5728\u4e8e“<\/span><\/span><\/span>AI-first<\/span><\/span><\/span>”\u516c\u53f8\uff0c\u5373\u90a3\u4e9b\u6ca1\u6709\u5927\u6a21\u578b\u5c31\u4e0d\u53ef\u80fd\u5b58\u5728\u7684\u516c\u53f8\u3002\u5b83\u4eec\u6df1\u5ea6\u8c03\u7528\u6a21\u578b\u80fd\u529b\uff0c\u6784\u5efa<\/span><\/span><\/span>Agent<\/span><\/span><\/span>\u7cfb\u7edf\uff0c\u5b9e\u73b0\u4f01\u4e1a\u77e5\u8bc6\u5de5\u4f5c\u81ea\u52a8\u5316\u3002\u800c\u4ec5\u4ec5\u5728\u539f\u6709\u4ea7\u54c1\u4e0a\u52a0\u4e2a<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u529f\u80fd\u7684“\u573a\u666f<\/span><\/span><\/span>+AI<\/span><\/span><\/span>”\u6a21\u5f0f\uff0c\u901a\u5e38\u5c5e\u4e8e\u73b0\u6709\u5de8\u5934\u7684\u9886\u5730\u3002<\/span><\/span><\/span><\/p>\n

\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u7684\u53d8\u9769\u3002\u968f\u7740<\/span><\/span><\/span>Agent<\/span><\/span><\/span>\u7684\u666e\u53ca\uff0c\u63a8\u7406\u7b97\u529b\u7684\u9700\u6c42\u5c06\u8fdc\u8d85\u8bad\u7ec3\u3002\u5982\u679c\u672a\u6765<\/span><\/span><\/span>1-2<\/span><\/span><\/span>\u5e74\u5185\u6a21\u578b\u67b6\u6784\u8d8b\u4e8e\u7a33\u5b9a\uff08\u5982<\/span><\/span><\/span>Transformer<\/span><\/span><\/span>\u57fa\u7840\u67b6\u6784\uff09\uff0c\u90a3\u4e48\u63a8\u7406\u82af\u7247<\/a>\u9886\u57df\u5c06\u8fce\u6765\u4e00\u573a\u6df7\u6218\u3002\u5c06\u6a21\u578b\u67b6\u6784\u76f4\u63a5\u70e7\u5f55\u8fdb\u786c\u4ef6\u7684\u4e13\u7528\u82af\u7247\uff08<\/span><\/span><\/span>ASIC<\/span><\/span><\/span>\uff09\uff0c\u6709\u671b\u5c06\u63a8\u7406\u901f\u5ea6\u63d0\u5347\u767e\u500d\uff0c\u6210\u672c\u964d\u81f3\u767e\u5206\u4e4b\u4e00\u3002\u5c4a\u65f6\uff0c\u82f1\u4f1f\u8fbe\u5728\u8bad\u7ec3\u7aef\u7684\u9738\u4e3b\u5730\u4f4d\u6216\u8bb8\u96be\u4ee5\u64bc\u52a8\uff0c\u4f46\u5728\u89c4\u6a21\u5de8\u5927\u7684\u63a8\u7406\u7aef\u5e02\u573a\uff0c\u534e\u4e3a<\/a>\u3001\u963f\u91cc\u3001\u5b57\u8282\u7b49\u81ea\u7814\u82af\u7247\u4ee5\u53ca\u5404\u7c7b\u521b\u4e1a<\/a>\u516c\u53f8\u5c06\u8fce\u6765\u5de8\u5927\u7684\u53d1\u5c55\u673a\u9047\u3002\u7aef\u4fa7\u82af\u7247\u4e5f\u5c06\u56e0\u9690\u79c1\u548c\u5b89\u5168\u6027\u9700\u6c42\u800c\u53d8\u5f97\u81f3\u5173\u91cd\u8981\u3002<\/span><\/span><\/span><\/p>\n

\"\u5f53\u8bed\u8a00\u6a21\u578b\u5177\u5907\u884c\u52a8\u529b\uff1aOpenClaw\u63ed\u793a\u7684Agent\u5316\u6311\u6218\u4e0e\u673a\u9047<\/p>\n

Q1<\/span><\/span><\/span>\uff1a<\/span><\/span><\/span>\u5bf9\u4e8e\u4f01\u4e1a\u7ea7\u7684<\/span><\/span><\/span>AI<\/span><\/span><\/span>agent\u5e94\u7528\uff0c<\/span><\/span><\/span>\u5982\u4f55\u5e94\u5bf9<\/span><\/span><\/span>\u5de8\u5927\u7684<\/span><\/span><\/span>token\u6d88\u8017<\/span><\/span><\/span>\uff1f<\/span><\/span><\/span><\/p>\n

A<\/span><\/span><\/span>\uff1a\u5bf9\u4e8e\u6d41\u7a0b\u660e\u786e\u3001\u5b9a\u5236\u5316\u7684\u884c\u4e1a\u5e94\u7528\uff0c\u4e0d\u5efa\u8bae\u91c7\u7528\u5c06\u6240\u6709\u51b3\u7b56\u90fd\u4ea4\u7ed9\u5927\u6a21\u578b\u7684\u901a\u7528\u578b\u65b9\u6848\u3002\u56e0\u4e3a\u901a\u7528\u667a\u80fd\u4f53\u9700\u8981\u6a21\u578b\u5728\u6bcf\u4e2a\u6b65\u9aa4\u90fd\u8fdb\u884c\u5927\u91cf\u63a8\u7406\u548c\u8c03\u7528\uff0c\u5bfc\u81f4\u6210\u672c\u9ad8\u6602\u4e14\u6548\u7387\u4f4e\u4e0b\u3002\u66f4\u4f18\u7684\u7b56\u7565\u662f\u56fa\u5316\u5de5\u4f5c\u6d41\uff08<\/span><\/span><\/span>workflow<\/span><\/span><\/span>\uff09\uff0c\u5728\u786e\u5b9a\u73af\u8282\u76f4\u63a5\u6267\u884c\u9884\u5b9a\u64cd\u4f5c\uff0c\u51cf\u5c11\u6a21\u578b\u7684\u4e0d\u5fc5\u8981\u4ecb\u5165\u3002\u6b64\u5916\uff0c\u53ef\u6839\u636e\u4e0d\u540c\u4efb\u52a1\u9636\u6bb5\u7075\u6d3b\u9009\u7528\u6700\u5408\u9002\u7684\u6a21\u578b\uff0c\u4f8b\u5982\u5c06\u590d\u6742\u7f16\u7a0b\u4efb\u52a1\u4ea4\u7ed9<\/span><\/span><\/span>Claude<\/span><\/span><\/span>\uff0c\u800c\u9605\u8bfb\u7406\u89e3\u7c7b\u4efb\u52a1\u5219\u8c03\u7528<\/span><\/span><\/span>GLM<\/span><\/span><\/span>\u7b49\u6027\u4ef7\u6bd4\u66f4\u9ad8\u7684\u6a21\u578b\uff0c\u4ee5\u6b64\u5728\u4fdd\u8bc1\u6548\u679c\u7684\u540c\u65f6\u6709\u6548\u63a7\u5236\u6210\u672c\u3002\u8fd9\u79cd\u6df1\u5ea6\u6539\u9020\u540e\u7684\u6df7\u5408\u67b6\u6784\u6bd4\u76f4\u63a5\u4f7f\u7528<\/span><\/span><\/span>OpenClaw<\/span><\/span><\/span>\u7b49\u901a\u7528\u5de5\u5177\u66f4\u5177\u5b9e\u7528\u4ef7\u503c\u3002<\/span><\/span><\/span><\/p>\n

Q2<\/span><\/span><\/span>\uff1a<\/span><\/span><\/span>\u5e02\u573a\u7684\u589e\u957f\u6f5c\u529b\u5982\u4f55\uff1f\u60a8\u5982\u4f55\u770b\u5f85\u672a\u6765\u4e94\u5230\u5341\u5e74\u5185<\/span><\/span><\/span>AI<\/span><\/span><\/span>agent\u5728\u5404\u884c\u4e1a\u4e2d\u7684\u5e94\u7528\u666e\u53ca\u60c5\u51b5\uff0c\u60a8\u8ba4\u4e3a\u5176\u80fd\u591f\u5feb\u901f\u6e17\u900f\u54ea\u4e9b\u884c\u4e1a\uff1f<\/span><\/span><\/span><\/p>\n

A<\/span><\/span><\/span>\uff1a\u5f53\u524d<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u5728\u5404\u884c\u4e1a\u7684\u6e17\u900f\u7387\u6781\u4e0d\u5747\u8861\u3002\u4ece\u7b97\u529b\u6d88\u8017\u770b\uff0c\u7f16\u7a0b\u9886\u57df\u5360\u636e\u4e3b\u5bfc\u5730\u4f4d\uff0c\u4ec5<\/span><\/span><\/span>OpenRouter<\/span><\/span><\/span>\u5e73\u53f0\u7ea6<\/span><\/span><\/span>50%<\/span><\/span><\/span>\u7684\u8c03\u7528\u91cf\u90fd\u96c6\u4e2d\u5728\u4ee3\u7801\u751f\u6210\u4e0a\uff0c\u800c\u533b\u7597\u7b49\u5176\u4ed6\u6240\u6709\u884c\u4e1a\u52a0\u8d77\u6765\u53ef\u80fd\u4e0d\u5230<\/span><\/span><\/span>5%<\/span><\/span><\/span>\u3002\u8fd9\u4e00\u6570\u636e\u53cd\u6620\u51fa\uff1a<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u6700\u6210\u719f\u7684\u843d\u5730\u573a\u666f\u4f9d\u7136\u662f\u7f16\u7a0b\uff0c\u5176\u4ed6\u884c\u4e1a\u7684\u5e94\u7528\u4ecd\u5904\u4e8e\u975e\u5e38\u65e9\u671f\u7684\u63a2\u7d22\u9636\u6bb5\u3002<\/span><\/span><\/span><\/p>\n

\u5bf9\u4e8e\u672a\u6765\u7684\u884c\u4e1a\u6e17\u900f\uff0c\u4f4e\u9636\u5546\u52a1\u573a\u666f\uff08\u5982\u7f51\u7edc\u6570\u636e\u641c\u96c6\u3001\u7b80\u5355\u8868\u683c\u5904\u7406\uff09\u3001\u4f4e\u7ea7\u7f16\u7a0b\u751a\u81f3\u521d\u7ea7\u7814\u7a76\u5de5\u4f5c\uff0c\u9884\u8ba1<\/span><\/span><\/span>3-5<\/span><\/span><\/span>\u5e74\u5185\u5c06\u88ab\u5927\u8303\u56f4\u66ff\u4ee3\u3002\u4f46\u5173\u952e\u5728\u4e8e\uff0c\u6bcf\u4e2a\u884c\u4e1a\u7684\u6df1\u5ea6\u843d\u5730\u90fd\u4e0d\u80fd\u7b80\u5355\u5957\u7528<\/span><\/span><\/span>OpenClaw<\/span><\/span><\/span>\u7b49\u901a\u7528\u5de5\u5177\uff0c\u800c\u662f\u9700\u8981\u9886\u57df\u4e13\u5bb6\u6df1\u5ea6\u53c2\u4e0e\u573a\u666f\u5b9a\u4e49\u3002\u5176\u5b9a\u5236\u5316\u5f00\u53d1\u6210\u672c\u6781\u9ad8——\u6d89\u53ca\u7ec6\u7c92\u5ea6\u6280\u80fd\uff08<\/span><\/span><\/span>Skill<\/span><\/span><\/span>\uff09\u7684\u5347\u7ea7\u3001\u6a21\u578b\u5b9a\u5236\u5316\u8bad\u7ec3\u7b49\uff0c\u6bcf\u4e2a\u573a\u666f\u7684\u8d77\u6b65\u6295\u5165\u53ef\u80fd\u9ad8\u8fbe\u5343\u4e07\u7ea7\u3002\u8fd9\u8981\u6c42\u5546\u4e1a\u5316\u8def\u5f84\u5fc5\u987b\u80fd\u7b97\u5f97\u8fc7\u8d26\u3002<\/span><\/span><\/span><\/p>\n

\u503c\u5f97\u671f\u5f85\u7684\u662f\uff0c\u5373\u4f7f\u5f53\u524d\u6a21\u578b\u65e0\u6cd5\u5b9e\u73b0<\/span><\/span><\/span>AGI<\/span><\/span><\/span>\uff0c\u5176\u5e26\u6765\u7684\u6548\u7387\u52a0\u901f\u4ecd\u6709\u671b\u64ac\u52a8<\/span><\/span><\/span>10%-20%<\/span><\/span><\/span>\u7684<\/span><\/span><\/span>GDP<\/span><\/span><\/span>\u589e\u957f\u3002\u4ee5\u79d1\u7814\u9886\u57df\u4e3a\u4f8b\uff0c\u8fc7\u53bb\u9700\u8981\u7814\u4e00\u7814\u4e8c\u5b66\u751f\u8017\u8d39\u4e00\u4e2a\u6708\u5b8c\u6210\u7684\u5bfb\u627e<\/span><\/span><\/span>idea<\/span><\/span><\/span>\u5de5\u4f5c\uff0c\u672a\u6765\u53ef\u80fd\u538b\u7f29\u81f3\u4e00\u5c0f\u65f6\u3002\u8fd9\u9884\u793a\u7740\uff0c\u90a3\u4e9b\u4ec5\u80fd\u4ece\u4e8b\u91cd\u590d\u6027\u3001\u4f4e\u521b\u9020\u6027\u5de5\u4f5c\u7684\u521d\u7ea7\u7814\u7a76\u4eba\u5458\uff0c\u5176\u4ef7\u503c\u5c06\u88ab\u5927\u5e45\u524a\u5f31\uff1b\u53ea\u6709\u5177\u5907\u826f\u597d\u5b66\u672f\u54c1\u5473\u3001\u80fd\u63d0\u51fa\u5b8f\u5927\u521b\u89c1\u7684\u9ad8\u9636\u4eba\u624d\u624d\u80fd\u5728\u672a\u6765\u4fdd\u6301\u7ade\u4e89\u529b\u3002\u5404\u884c\u4e1a\u90fd\u5c06\u8fce\u6765\u6df1\u523b\u53d8\u9769\uff0c\u4f46\u673a\u9047\u4e0e\u9ad8\u6602\u7684\u5b9a\u5236\u5316\u6210\u672c\u5e76\u5b58\u3002<\/span><\/span><\/span><\/p>\n

Q3<\/span><\/span><\/span>\uff1a<\/span><\/span><\/span>\u5982\u4f55\u89e3\u51b3\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u4e2d\u7684\u5b89\u5168\u6027\u95ee\u9898\uff0c\u968f\u7740<\/span><\/span><\/span>AI<\/span><\/span><\/span>agent\u5316\u7684\u6df1\u5165\uff0c<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u4f26\u7406\u548c\u9690\u79c1\u95ee\u9898\uff0c\u662f\u5426\u6709\u76f8\u5173\u89e3\u51b3\u65b9\u6848\uff1f<\/span><\/span><\/span><\/p>\n

A:OpenClaw<\/span><\/span><\/span>\u7684\u5b89\u5168\u98ce\u9669<\/a>\u6781\u5176\u7a81\u51fa\uff0c\u5f53\u524d\u7684\u5b89\u5168\u63a7\u5236\u624b\u6bb5\u4ecd\u5904\u4e8e\u975e\u5e38\u539f\u59cb\u7684\u9636\u6bb5\u3002\u4e00\u4e2a\u5178\u578b\u6848\u4f8b\u662f<\/span><\/span><\/span>Meta<\/span><\/span><\/span>\u9996\u5e2d\u5b89\u5168\u5b98\u6388\u6743<\/span><\/span><\/span>OpenClaw<\/span><\/span><\/span>\u6574\u7406\u6742\u4e71\u90ae\u4ef6\uff0c\u7ed3\u679c<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u5f00\u59cb\u6279\u91cf\u5220\u9664\u90ae\u4ef6\u3002\u5373\u4fbf\u4ed6\u7acb\u5373\u6307\u4ee4“\u505c\u4e0b\u6765”\uff0c<\/span><\/span><\/span>OpenClaw<\/span><\/span><\/span>\u4f9d\u7136\u65e0\u89c6\u3001\u7ee7\u7eed\u5220\uff0c\u6700\u7ec8\u53ea\u80fd\u9760\u62d4\u7f51\u7ebf\u5f3a\u5236\u4e2d\u65ad\u3002\u7a76\u5176\u539f\u56e0\uff0c\u5728\u4e8e\u4e0a\u4e0b\u6587\u8fc7\u957f——\u6a21\u578b\u5728\u5904\u7406\u8fc7\u7a0b\u4e2d\u5c06<\/span><\/span><\/span>System Prompt<\/span><\/span><\/span>\u91cc“\u98ce\u9669\u64cd\u4f5c\u987b\u63d0\u793a\u7528\u6237”\u7684\u6307\u4ee4\u7ed9“\u9057\u5fd8”\u6216\u8986\u76d6\u4e86\u3002<\/span><\/span><\/span><\/p>\n

OpenClaw<\/span><\/span><\/span>\u7684\u6096\u8bba\u5728\u4e8e\uff1a\u8981\u8ba9\u5b83\u505a\u590d\u6742\u4e8b\uff0c\u5c31\u5fc5\u987b\u6388\u4e88\u9ad8\u6743\u9650\u3002\u6574\u7406\u90ae\u4ef6\u9700\u8981\u90ae\u4ef6\u5199\u5165\u6743\u9650\uff0c\u5904\u7406\u8d22\u62a5\u9700\u8981\u8bfb\u53d6\u8d22\u52a1\u6570\u636e\u7684\u6743\u9650\u3002\u5728\u8fd9\u79cd\u9ad8\u6743\u9650\u73af\u5883\u4e0b\uff0c\u76ee\u524d\u7f3a\u4e4f\u6709\u6548\u7684\u7ec6\u7c92\u5ea6\u6743\u9650\u63a7\u5236\u673a\u5236\uff0c\u66f4\u65e0\u6cd5\u4e0e\u6a21\u578b\u7684\u6307\u4ee4\u9075\u5faa\u80fd\u529b\u8054\u52a8——\u5373\u6a21\u578b\u5728\u6267\u884c\u8fc7\u7a0b\u4e2d\u80fd\u5426\u81ea\u4e3b\u8bc6\u522b\u9ad8\u98ce\u9669\u64cd\u4f5c\uff0c\u5e76\u89e6\u53d1\u4e8c\u6b21\u6388\u6743\u3002<\/span><\/span><\/span><\/p>\n

\u5b9e\u8df5\u4e2d\uff0c\u5f88\u591a\u4eba\u53ea\u6562\u5728\u6c99\u76d2\u73af\u5883\u4e2d\u8fd0\u884c<\/span><\/span><\/span>OpenClaw<\/span><\/span><\/span>\uff0c\u6216\u4ec5\u8d4b\u4e88\u53ea\u8bfb\u6743\u9650\u6765\u5b8c\u6210\u65b0\u95fb\u603b\u7ed3\u8fd9\u7c7b\u65e0\u4f24\u5927\u96c5\u7684\u4efb\u52a1\u3002\u672a\u6765\uff0c<\/span><\/span><\/span>Agent<\/span><\/span><\/span>\u7684\u5b89\u5168\u6027\u5c06\u662f\u4e00\u4e2a\u72ec\u7acb\u4e14\u91cd\u8981\u7684\u7814\u7a76\u8bfe\u9898\uff0c\u6838\u5fc3\u5728\u4e8e\u5982\u4f55\u5c06\u8bed\u4e49\u7406\u89e3\u4e0e\u6743\u9650\u63a7\u5236\u6df1\u5ea6\u5173\u8054\u3002\u4f46\u76ee\u524d\u76f8\u5173\u7814\u7a76\u7a00\u7f3a\uff0c\u5c1a\u65e0\u6210\u719f\u89e3\u51b3\u65b9\u6848\u3002\u5728\u81ea\u5df1\u7684\u5de5\u4f5c\u7b14\u8bb0\u672c\u4e0a\u5b8c\u6574\u6388\u6743<\/span><\/span><\/span>OpenClaw<\/span><\/span><\/span>\uff0c\u65e0\u5f02\u4e8e\u5f15\u72fc\u5165\u5ba4\u3002<\/span><\/span><\/span><\/p>\n

Q4:OpenClaw<\/span><\/span><\/span>\u8fd9\u6837\u7684<\/span><\/span><\/span>A<\/span><\/span><\/span>gent\u5de5\u5177<\/span><\/span><\/span>\uff0c\u54ea\u4e9b<\/span><\/span><\/span>\u76c8\u5229\u6a21\u5f0f\u6bd4\u8f83\u5408\u9002\uff1f<\/span><\/span><\/span><\/p>\n

A:OpenClaw<\/span><\/span><\/span>\u8fd9\u7c7b\u5de5\u5177\u7684\u6536\u8d39\u6a21\u5f0f\u5c1a\u4e0d\u6e05\u6670\uff0c\u5173\u952e\u5728\u4e8e\u5176\u6280\u672f\u58c1\u5792\u8fc7\u4f4e\u3002\u5b83\u672c\u8d28\u4e0a\u53ea\u662f\u63d0\u4f9b\u4e86\u4e00\u4e2a\u8fde\u63a5\u6846\u67b6\uff0c\u771f\u6b63\u7684\u96be\u5ea6——\u5982\u8c03\u7528\u641c\u7d22\u5f15\u64ce\u3001\u89e3\u6790<\/span><\/span><\/span>PDF<\/span><\/span><\/span>\u7b49——\u90fd\u7531\u5927\u6a21\u578b\u6216\u7b2c\u4e09\u65b9\u5de5\u5177\u89e3\u51b3\uff0c\u81ea\u8eab“\u62a4\u57ce\u6cb3”\u975e\u5e38\u77ed\u3002\u56e0\u6b64\uff0c\u9879\u76ee\u7206\u706b\u540e\u8fc5\u901f\u6d8c\u73b0\u5927\u91cf\u5f00\u6e90\u66ff\u4ee3\u54c1\uff0c\u5355\u7eaf\u4f5c\u4e3a\u5de5\u5177\u6536\u8d39\u7684\u53ef\u80fd\u6027\u4e0d\u5927\u3002<\/span><\/span><\/span><\/p>\n

\u672a\u6765\u82e5\u60f3\u5546\u4e1a\u5316\uff0c\u5fc5\u987b\u5411\u66f4\u6df1\u5ea6\u7684\u6574\u5408\u65b9\u5411\u53d1\u5c55\uff0c\u4f8b\u5982\u50cf\u963f\u91cc\u4e91\u3001<\/span><\/span><\/span>Minimax<\/span><\/span><\/span>\u7b49\u5382\u5546\u63d0\u4f9b\u7684“\u8ba1\u7b97\u673a\u4f7f\u7528”\uff08<\/span><\/span><\/span>computer use<\/span><\/span><\/span>\uff09\u80fd\u529b——\u4e00\u952e\u5f00\u542f\u4e91\u7aef\u7535\u8111\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u3002\u5982\u679c\u4ec5\u505c\u7559\u5728\u6280\u672f\u8c03\u5ea6\u5c42\u800c\u4e0d\u7ba1\u4e0a\u4e0b\u6e38\uff0c\u6536\u8d39\u70b9\u5c06\u6781\u4e3a\u6709\u9650\u3002<\/span><\/span><\/span><\/p>\n

Q5<\/span><\/span><\/span>\uff1a<\/span><\/span><\/span>\u672a\u6765\u51e0\u5e74<\/span><\/span><\/span>AI<\/span><\/span><\/span>agent\u5316\u6280\u672f\u7684\u53d1\u5c55\u8d8b\u52bf<\/span><\/span><\/span>\uff0c<\/span><\/span><\/span>\u53ef\u80fd\u5e26\u6765\u7684\u9769\u547d\u6027\u53d8\u5316\u6709<\/span><\/span><\/span>\u54ea\u4e9b\uff1f<\/span><\/span><\/span>\u54ea\u4e9b\u73af\u8282\u5f88\u91cd\u8981\uff0c\u4f46\u662f\u5f53\u524d\u6bd4\u8f83\u8584\u5f31\u6216\u65e9\u671f<\/span><\/span><\/span>\u3001<\/span><\/span><\/span>\u53d1\u5c55\u6f5c\u529b\u5927<\/span><\/span><\/span>\u3001<\/span><\/span><\/span>\u503c\u5f97\u6295\u8d44<\/a>\u5e03\u5c40<\/span><\/span><\/span>\uff1f<\/span><\/span><\/span><\/p>\n

A<\/span><\/span><\/span>\uff1a\u4ece\u6a21\u578b\u89c6\u89d2\u770b\uff0c\u957f\u4e0a\u4e0b\u6587\u5904\u7406\u3001\u89c4\u5212\u63a8\u7406\u80fd\u529b\u548c\u6cdb\u5316\u80fd\u529b\u662f<\/span><\/span><\/span>AI Agent<\/span><\/span><\/span>\u53d1\u5c55\u7684\u4e09\u4e2a\u6838\u5fc3\u6280\u672f\u70b9\u3002\u957f\u4e0a\u4e0b\u6587\u867d\u662f\u6700\u6838\u5fc3\u7684\u73af\u8282\uff0c\u4f46\u4f5c\u4e3a\u4e00\u4e2a\u5355\u4e00\u6280\u672f\u70b9\uff0c\u5176\u72ec\u7acb\u6295\u8d44\u4ef7\u503c\u5b58\u7591——\u5982\u679c\u4e00\u5bb6\u516c\u53f8\u4ec5\u5c06\u4e0a\u4e0b\u6587\u5904\u7406\u505a\u5230\u6781\u81f4\uff0c\u5f88\u53ef\u80fd\u6700\u7ec8\u88ab\u57fa\u7840\u6a21\u578b\u5382\u5546\u6574\u5408\u5438\u6536\u3002<\/span><\/span><\/span><\/p>\n

\u5f53\u524d\u5173\u952e\u5728\u4e8e\u6a21\u578b\u672c\u8eab\u5bf9\u957f\u4e0a\u4e0b\u6587\u7684\u7406\u89e3\u80fd\u529b\uff0c\u4ee5\u53ca\u5982\u4f55\u9488\u5bf9\u590d\u6742\u4efb\u52a1\u8fdb\u884c\u89c4\u5212\uff08<\/span><\/span><\/span>Plan<\/span><\/span><\/span>\uff09\u548c\u63d0\u5347\u6cdb\u5316\u80fd\u529b\u3002\u4f8b\u5982\u9605\u8bfb\u7406\u89e3\u4ece<\/span><\/span><\/span>85<\/span><\/span><\/span>\u5206\u63d0\u5230<\/span><\/span><\/span>95<\/span><\/span><\/span>\u5206\uff0c\u9700\u8981\u63a2\u7d22\u91c7\u7528\u4f55\u79cd\u6570\u636e\u3001\u8bad\u7ec3\u8fc7\u7a0b\uff0c\u5e76\u5728\u7406\u8bba\u4e0a\u5206\u6790\u6a21\u578b\u4e0a\u9650——\u57fa\u4e8e\u73b0\u6709\u6570\u636e\u80fd\u5426\u5fc5\u7136\u8fbe\u5230<\/span><\/span><\/span>95<\/span><\/span><\/span>\u5206\uff0c\u8fd8\u662f\u53ef\u80fd\u6027\u672c\u8eab\u5c31\u4f4e\u3002\u8fd9\u4e9b\u90fd\u662f\u91cd\u8981\u6280\u672f\u65b9\u5411\uff0c\u4f46\u843d\u5b9e\u5230\u6295\u8d44\u5e03\u5c40\u4e0a\uff0c\u4ecd\u9700\u8c28\u614e\u8bc4\u4f30\u5176\u5546\u4e1a\u8f6c\u5316\u8def\u5f84\u3002<\/span><\/span><\/span><\/p>\n

\"\u5f53\u8bed\u8a00\u6a21\u578b\u5177\u5907\u884c\u52a8\u529b\uff1aOpenClaw\u63ed\u793a\u7684Agent\u5316\u6311\u6218\u4e0e\u673a\u9047<\/p>\n

OpenClaw<\/span><\/span><\/span>\u7684\u7206\u706b\uff0c\u5982\u540c\u6295\u5165\u6e56\u9762\u7684\u4e00\u9897\u77f3\u5b50\uff0c\u6fc0\u8d77\u4e86\u4eba\u4eec\u5bf9<\/span><\/span><\/span>AI Agent<\/span><\/span><\/span>\u672a\u6765\u7684\u65e0\u9650\u61a7\u61ac\u3002\u5b83\u8ba9\u6211\u4eec\u770b\u5230\uff0c\u5f53\u8bed\u8a00\u6a21\u578b\u5177\u5907\u884c\u52a8\u529b\uff0c\u4e00\u4e2a\u4e07\u7269\u667a\u8054\u3001\u4eba\u673a\u534f\u540c\u7684\u65b0\u4e16\u754c\u6b63\u5728\u52a0\u901f\u5230\u6765\u3002\u7136\u800c\uff0c\u5174\u594b\u4e4b\u4f59\uff0c\u6211\u4eec\u66f4\u9700\u6e05\u9192\u5730\u8ba4\u8bc6\u5230\uff0c\u901a\u5f80\u8fd9\u4e2a\u4e16\u754c\u7684\u9053\u8def\u5e76\u975e\u5766\u9014\u3002\u5927\u6a21\u578b\u7684\u80fd\u529b\u8fb9\u754c\u3001\u5de5\u5177\u5b66\u4e60\u7684\u53ef\u9760\u6027\u3001\u5b89\u5168\u6027\u98ce\u9669\u4ee5\u53ca\u9ad8\u6602\u7684\u6210\u672c\uff0c\u90fd\u662f\u6211\u4eec\u5fc5\u987b\u8de8\u8d8a\u7684\u969c\u788d\u3002<\/span><\/span><\/span><\/p>\n

\u968f\u7740<\/span><\/span><\/span>AI Agent<\/span><\/span><\/span>\u7684\u7206\u706b\u5e26\u6765<\/span><\/span><\/span>Tokens<\/span><\/span><\/span>\u6d88\u8017\u7684\u5feb\u901f\u589e\u957f\u5c06\u4f1a\u5bf9<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u57fa\u7840\u8bbe\u65bd\u53d1\u5c55\u5e26\u6765\u663e\u8457\u4fc3\u8fdb\uff0c\u57fa\u7840\u8bbe\u65bd\u4e2d\u5730\u9762\u7b97\u529b\u3001\u592a\u7a7a\u7b97\u529b\u76f8\u5173\u7684\u7b97\u529b\u3001\u5b58\u529b\u3001\u4f20\u529b\u3001\u8fd0\u529b\u548c\u7535\u529b\u503c\u5f97\u6301\u7eed\u5173\u6ce8\uff0c\u540c\u65f6\u5782\u76f4\u573a\u666f\u76f8\u5173\u7684<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u5e94\u7528\u3001<\/span><\/span><\/span>AI<\/span><\/span><\/span>\u667a\u80fd\u8bbe\u5907\u4e5f\u503c\u5f97\u5173\u6ce8\uff0c\u9884\u8ba1\u4e24\u5230\u4e09\u5e74\u5185\u5c06\u4ece\u76ee\u524d\u7684\u70b9\u7206\u53d1\u9010\u6e10\u8fdb\u5165\u9762\u7206\u53d1\u9636\u6bb5\u3002<\/span><\/span><\/span><\/p>\n

\u672a\u6765\u4e94\u5230\u5341\u5e74\uff0c\u5c06\u662f<\/span><\/span><\/span>AI Agent<\/span><\/span><\/span>\u5728\u63a2\u7d22\u4e0e\u4e89\u8bae\u4e2d\u7825\u783a\u524d\u884c\uff0c\u5e76\u5728\u5404\u4e2a\u884c\u4e1a\u9010\u6b65\u6e17\u900f\u3001\u91cd\u5851\u751f\u4ea7\u5173\u7cfb\u7684\u9ec4\u91d1<\/a>\u65f6\u4ee3\u3002\u8c01\u80fd\u5728\u8fd9\u573a\u53d8\u9769\u4e2d\uff0c\u627e\u51c6\u573a\u666f\uff0c\u89e3\u51b3\u6838\u5fc3\u75db\u70b9\uff0c\u8c01\u5c31\u80fd\u628a\u63e1\u4f4f\u672a\u6765\u7684\u5148\u673a\u3002<\/span><\/span><\/span><\/p>\n

(\u6765\u6e90\uff1a\u949b\u5a92\u4f53)<\/p>\n","protected":false},"excerpt":{"rendered":"

\u6587 | \u949b\u8d44\u672c\u7814\u7a76\u9662 \u4ece2023\u5e74\u521dChatGPT\u5f15\u7206\u5168\u7403\u5173\u6ce8\uff0c\u5230\u5982\u4ecaAI\u6280\u672f\u6e17\u900f\u5230\u5404\u884c\u5404\u4e1a\uff0c\u6211\u4eec\u6b63\u89c1\u8bc1\u7740\u4e00\u573a […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[379,148,158,252,23,95,241,321,88,367,119,339,238,192,51],"views":58,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/741502"}],"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=741502"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/741502\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=741502"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=741502"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=741502"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}