<\/p>\n\n\n\n
\u5982\u679c\u628a\u4f20\u7edf\u8f6f\u4ef6\u548c\u4eca\u5929\u7684 AI \u7cfb\u7edf\u653e\u5728\u4e00\u8d77\u6bd4\u8f83\uff0c\u6700\u5bb9\u6613\u51fa\u73b0\u7684\u8bef\u89e3\u6709\u4e24\u4e2a\u3002\u4e00\u4e2a\u8bef\u89e3\u662f\u628a\u4f20\u7edf\u8f6f\u4ef6\u8bf4\u5f97\u592a\u6b7b\uff0c\u597d\u50cf\u5b83\u53ea\u662f\u4e00\u5806\u50f5\u786c\u89c4\u5219\u548c\u547d\u4ee4\u7684\u96c6\u5408\u3002\u53e6\u4e00\u4e2a\u8bef\u89e3\u662f\u628a AI \u8bf4\u5f97\u592a\u795e\uff0c\u597d\u50cf\u5b83\u5df2\u7ecf\u771f\u6b63\u7406\u89e3\u4e86\u4e16\u754c\uff0c\u5e76\u4e14\u53ef\u4ee5\u81ea\u7136\u66ff\u4ee3\u65e7\u7684\u8f6f\u4ef6\u7ed3\u6784\u3002\u5176\u5b9e\u8fd9\u4e24\u79cd\u8bf4\u6cd5\u90fd\u4e0d\u591f\u51c6\u786e\u3002\u771f\u6b63\u503c\u5f97\u5206\u6790\u7684\uff0c\u4e0d\u662f\u4f20\u7edf\u8f6f\u4ef6\u6709\u6ca1\u6709\u667a\u80fd\uff0c\u4e5f\u4e0d\u662f AI \u662f\u5426\u5df2\u7ecf\u50cf\u4eba\u4e00\u6837\u7406\u89e3\uff0c\u800c\u662f\u5b83\u4eec\u5404\u81ea\u600e\u6837\u628a\u4eba\u7684\u610f\u56fe\u8f6c\u5316\u6210\u673a\u5668\u80fd\u591f\u5904\u7406\u548c\u6267\u884c\u7684\u4e1c\u897f\u3002<\/p>\n\n\n\n
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\u6240\u4ee5\u66f4\u51c6\u786e\u7684\u8bf4\u6cd5\uff0c\u4e0d\u662f\u4f20\u7edf\u8f6f\u4ef6\u7531\u201c\u8868\u793a\u6587\u4ef6\u201d\u548c\u201c\u6267\u884c\u6587\u4ef6\u201d\u7ec4\u6210\uff0c\u800c\u662f\u4f20\u7edf\u8f6f\u4ef6\u603b\u8981\u5148\u5b8c\u6210\u5bf9\u4e16\u754c\u7684\u5f62\u5f0f\u5316\u8868\u793a\uff0c\u7136\u540e\u624d\u8c08\u5f97\u4e0a\u673a\u5668\u6267\u884c\u3002\u6587\u4ef6\u53ea\u662f\u5b9e\u73b0\u8f7d\u4f53\uff0c\u4e0d\u662f\u672c\u8d28\u3002\u4f20\u7edf\u8f6f\u4ef6\u771f\u6b63\u5904\u7406\u7684\u662f\u90a3\u4e9b\u5df2\u7ecf\u88ab\u4eba\u7c7b\u5145\u5206\u5b9a\u4e49\u8fc7\u7684\u95ee\u9898\u3002\u4ec0\u4e48\u53eb\u8ba2\u5355\uff0c\u4ec0\u4e48\u53eb\u4ed8\u6b3e\u6210\u529f\uff0c\u4ec0\u4e48\u53eb\u5e93\u5b58\u4e0d\u8db3\uff0c\u4ec0\u4e48\u53eb\u6743\u9650\u62d2\u7edd\uff0c\u8fd9\u4e9b\u8fb9\u754c\u5728\u7a0b\u5e8f\u8fd0\u884c\u4e4b\u524d\u5c31\u5df2\u7ecf\u88ab\u89c4\u5b9a\u597d\u4e86\u3002\u8f6f\u4ef6\u672c\u8eab\u5e76\u4e0d\u771f\u6b63\u7406\u89e3\u8fd9\u4e9b\u6982\u5ff5\uff0c\u5b83\u53ea\u662f\u4e25\u683c\u5904\u7406\u4e00\u5957\u9884\u5148\u7f16\u7801\u5b8c\u6210\u7684\u7b26\u53f7\u7cfb\u7edf\u3002<\/p>\n\n\n\n
AI \u7cfb\u7edf\u5219\u4e0d\u540c\u3002AI \u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u53d6\u6d88\u4e86\u8868\u793a\u548c\u6267\u884c\uff0c\u800c\u5728\u4e8e\u5b83\u628a\u5176\u4e2d\u4e00\u90e8\u5206\u539f\u672c\u5fc5\u987b\u7531\u7a0b\u5e8f\u5458\u4e8b\u5148\u5199\u6b7b\u7684\u5de5\u4f5c\uff0c\u8f6c\u79fb\u5230\u4e86\u5bf9\u81ea\u7136\u8bed\u4e49\u7684\u52a8\u6001\u5904\u7406\u4e0a\u3002\u5b83\u9762\u5bf9\u7684\u4e0d\u662f\u4e00\u4e2a\u5df2\u7ecf\u88ab\u5b8c\u5168\u5f62\u5f0f\u5316\u7684\u4e16\u754c\uff0c\u800c\u662f\u4e00\u4e2a\u5e26\u6709\u4e0a\u4e0b\u6587\u3001\u6b67\u4e49\u3001\u7701\u7565\u3001\u9519\u4f4d\u548c\u4e34\u65f6\u610f\u56fe\u7684\u4eba\u7c7b\u8868\u8fbe\u7a7a\u95f4\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0cAI \u7684\u4f5c\u7528\u4e0d\u662f\u7acb\u523b\u6267\u884c\u547d\u4ee4\uff0c\u800c\u662f\u5148\u628a\u81ea\u7136\u8bed\u8a00\u4e2d\u7684\u6a21\u7cca\u8bed\u4e49\u6620\u5c04\u6210\u673a\u5668\u5185\u90e8\u53ef\u4ee5\u5904\u7406\u7684\u8868\u793a\u3001\u5224\u65ad\u548c\u5019\u9009\u52a8\u4f5c\uff0c\u7136\u540e\u5728\u5fc5\u8981\u65f6\u8fdb\u4e00\u6b65\u8c03\u7528\u5de5\u5177\u6216\u63a5\u53e3\u5b8c\u6210\u6267\u884c\u3002<\/p>\n\n\n\n
\u8fd9\u91cc\u5fc5\u987b\u6536\u7d27\u4e00\u70b9\u8bf4\uff0c\u5e76\u4e0d\u662f\u6240\u6709 AI \u90fd\u4ee5\u201c\u6267\u884c\u52a8\u4f5c\u201d\u4e3a\u7ec8\u70b9\u3002\u5f88\u591a AI \u53ea\u505a\u5206\u7c7b\u3001\u751f\u6210\u3001\u68c0\u7d22\u3001\u538b\u7f29\u3001\u91cd\u5199\u6216\u8005\u5224\u65ad\uff0c\u5e76\u4e0d\u771f\u6b63\u64cd\u4f5c\u7cfb\u7edf\u3002\u56e0\u6b64\uff0c\u628a AI \u7684\u672c\u8d28\u8bf4\u6210\u201c\u628a\u81ea\u7136\u8bed\u8a00\u8f6c\u6210\u7535\u8111\u52a8\u4f5c\u201d\u8fd8\u4e0d\u591f\u4e25\u5bc6\u3002\u66f4\u7a33\u59a5\u7684\u8bf4\u6cd5\u5e94\u8be5\u662f\uff0cAI \u7684\u6838\u5fc3\u80fd\u529b\u5728\u4e8e\u628a\u6ca1\u6709\u88ab\u4e25\u683c\u5f62\u5f0f\u5316\u7684\u4eba\u7c7b\u8bed\u4e49\uff0c\u8f6c\u5316\u4e3a\u673a\u5668\u53ef\u64cd\u4f5c\u7684\u5185\u90e8\u7ed3\u6784\uff0c\u5e76\u5728\u5fc5\u8981\u65f6\u8fdb\u4e00\u6b65\u8f6c\u5316\u4e3a\u52a8\u4f5c\u3002\u524d\u8005\u5f3a\u8c03\u7684\u662f\u8bed\u4e49\u6620\u5c04\uff0c\u540e\u8005\u53ea\u662f\u5176\u4e2d\u4e00\u90e8\u5206\u7ed3\u679c\u3002<\/p>\n\n\n\n
\u8fd9\u6837\u4e00\u6765\uff0c\u4f20\u7edf\u8f6f\u4ef6\u548c AI \u7684\u533a\u522b\u5c31\u6bd4\u8f83\u6e05\u695a\u4e86\u3002\u4f20\u7edf\u8f6f\u4ef6\u4e3b\u8981\u89e3\u51b3\u7684\u662f\u89c4\u5219\u5df2\u7ecf\u6e05\u695a\u4e4b\u540e\u5982\u4f55\u6267\u884c\u7684\u95ee\u9898\uff0cAI \u4e3b\u8981\u89e3\u51b3\u7684\u662f\u89c4\u5219\u8fd8\u4e0d\u6e05\u695a\u65f6\uff0c\u5982\u4f55\u4ece\u8bed\u4e49\u4e2d\u903c\u8fd1\u53ef\u6267\u884c\u7ed3\u6784\u7684\u95ee\u9898\u3002\u524d\u8005\u52aa\u529b\u6d88\u706d\u6b67\u4e49\uff0c\u540e\u8005\u5219\u662f\u5728\u5438\u6536\u6b67\u4e49\u7684\u524d\u63d0\u4e0b\u7ed9\u51fa\u8db3\u591f\u53ef\u7528\u7684\u89e3\u91ca\u3002\u4f20\u7edf\u8f6f\u4ef6\u5e0c\u671b\u8f93\u5165\u8d8a\u89c4\u8303\u8d8a\u597d\uff0c\u56e0\u4e3a\u5b83\u4e0d\u60f3\u731c\u3002AI \u7684\u4f18\u52bf\u6070\u6070\u5728\u4e8e\uff0c\u5373\u4f7f\u8f93\u5165\u4e0d\u5b8c\u6574\u3001\u4e0d\u6807\u51c6\uff0c\u751a\u81f3\u6709\u4e9b\u81ea\u76f8\u77db\u76fe\uff0c\u5b83\u4ecd\u7136\u53ef\u4ee5\u7ed9\u51fa\u8fd1\u4f3c\u53ef\u7528\u7684\u5185\u90e8\u89e3\u91ca\u3002<\/p>\n\n\n\n
\u5982\u679c\u628a\u8fd9\u79cd\u62bd\u8c61\u5224\u65ad\u843d\u5230 OpenClaw \u4e0a\uff0c\u4e8b\u60c5\u5c31\u4f1a\u53d8\u5f97\u975e\u5e38\u5177\u4f53\u3002OpenClaw \u76ee\u524d\u516c\u5f00\u628a\u81ea\u5df1\u5b9a\u4e49\u4e3a\u8fd0\u884c\u5728\u7528\u6237\u81ea\u6709\u8bbe\u5907\u4e0a\u7684 personal AI assistant\uff0c\u53ef\u4ee5\u63a5\u5165 WhatsApp\u3001Telegram\u3001Slack\u3001Discord\u3001Google Chat\u3001Signal\u3001iMessage \u7b49\u591a\u4e2a\u6e20\u9053\uff0c\u5e76\u660e\u786e\u5f3a\u8c03 Gateway \u53ea\u662f\u63a7\u5236\u5e73\u9762\uff0cassistant \u624d\u662f\u4ea7\u54c1\u672c\u4f53\u3002README \u548c\u5b98\u65b9\u6587\u6863\u90fd\u628a Gateway \u7f6e\u4e8e\u7cfb\u7edf\u4e2d\u5fc3\u4f4d\u7f6e\uff0c\u7528\u6765\u627f\u63a5 sessions\u3001routing \u548c channel connections\u3002<\/p>\n\n\n\n
\u4ece\u8fd9\u4e2a\u610f\u4e49\u4e0a\u8bf4\uff0cOpenClaw \u6700\u503c\u5f97\u5206\u6790\u7684\u5730\u65b9\uff0c\u4e0d\u662f\u5b83\u4f1a\u4e0d\u4f1a\u804a\u5929\uff0c\u800c\u662f\u5b83\u600e\u6837\u628a\u81ea\u7136\u8bed\u8a00\u8bf7\u6c42\u4e00\u6b65\u6b65\u53d8\u6210\u7cfb\u7edf\u5185\u53ef\u4ee5\u8c03\u5ea6\u548c\u6267\u884c\u7684\u52a8\u4f5c\u3002\u5b83\u7684\u7b2c\u4e00\u6b65\u5e76\u4e0d\u662f\u76f4\u63a5\u628a\u4e00\u53e5\u4eba\u8bdd\u7ffb\u8bd1\u6210\u67d0\u6761 shell \u547d\u4ee4\uff0c\u800c\u662f\u5148\u628a\u8fd9\u53e5\u8bdd\u63a5\u5165\u4e00\u4e2a session \u73af\u5883\u3002\u5b98\u65b9 FAQ \u628a agents\u3001sessions\u3001gateway status \u90fd\u5217\u4e3a\u4e00\u7ebf\u8bca\u65ad\u5bf9\u8c61\uff0c\u8fd9\u5df2\u7ecf\u8bf4\u660e\u81ea\u7136\u8bed\u8a00\u8fdb\u5165\u7cfb\u7edf\u4e4b\u540e\uff0c\u9996\u5148\u88ab\u5f53\u6210\u4e00\u4e2a\u5f85\u5904\u7406\u7684\u8fd0\u884c\u65f6\u4efb\u52a1\u5355\u5143\uff0c\u800c\u4e0d\u662f\u4e00\u4e2a\u7acb\u5373\u6267\u884c\u7684\u56fa\u5b9a\u547d\u4ee4\u3002<\/p>\n\n\n\n
\u7b2c\u4e8c\u6b65\uff0c\u662f\u628a\u8fd9\u4e2a\u4efb\u52a1\u5355\u5143\u653e\u8fdb\u4e00\u4e2a\u957f\u671f\u5b58\u5728\u7684\u89e3\u91ca\u73af\u5883\u4e2d\u3002OpenClaw \u5e76\u4e0d\u662f\u53ea\u628a\u201c\u7528\u6237\u521a\u521a\u53d1\u6765\u7684\u90a3\u53e5\u8bdd\u201d\u4ea4\u7ed9\u6a21\u578b\uff0c\u800c\u662f\u628a\u8fd9\u53e5\u8bdd\u8fde\u540c session \u5386\u53f2\u3001workspace\u3001\u7cfb\u7edf\u63d0\u793a\u3001\u5de5\u5177\u8bf4\u660e\u3001skills \u548c\u6743\u9650\u914d\u7f6e\u4e00\u8d77\u7ec4\u6210\u5f53\u524d\u4e0a\u4e0b\u6587\u3002\u5b98\u65b9\u7cfb\u7edf\u63d0\u793a\u6587\u6863\u660e\u786e\u5199\u5230\uff0c\u6bcf\u6b21 agent run \u90fd\u4f1a\u7531 OpenClaw \u7ec4\u88c5\u4e00\u5957\u81ea\u6709 system prompt\uff0c\u5176\u4e2d\u5305\u62ec tool list\u3001safety\u3001skills\u3001workspace \u548c documentation \u7b49\u56fa\u5b9a\u90e8\u5206\u3002skills \u6587\u6863\u4e5f\u660e\u786e\u8bf4\u660e\uff0c\u6280\u80fd\u4ee5 SKILL.md \u4e3a\u6838\u5fc3\uff0c\u4ece bundled\u3001managed\u3001personal\u3001project\u3001workspace \u7b49\u591a\u4e2a\u4f4d\u7f6e\u52a0\u8f7d\u5e76\u6309\u7167\u4f18\u5148\u7ea7\u8986\u76d6\u3002<\/p>\n\n\n\n
\u8fd9\u4e00\u6b65\u5f88\u5173\u952e\uff0c\u56e0\u4e3a\u5b83\u8bf4\u660e OpenClaw \u7684\u6838\u5fc3\u5e76\u4e0d\u662f\u201c\u81ea\u7136\u8bed\u8a00\u76f4\u63a5\u53d8\u547d\u4ee4\u201d\uff0c\u800c\u662f\u201c\u81ea\u7136\u8bed\u8a00\u5148\u8fdb\u5165\u4e00\u4e2a\u88ab\u7ec4\u7ec7\u8fc7\u7684\u64cd\u4f5c\u8bed\u5883\uff0c\u518d\u7531\u6a21\u578b\u5728\u8fd9\u4e2a\u8bed\u5883\u91cc\u8fdb\u884c\u52a8\u6001\u89e3\u91ca\u201d\u3002\u4ece\u8f6f\u4ef6\u601d\u60f3\u4e0a\u770b\uff0c\u8fd9\u5176\u5b9e\u662f\u5728\u81ea\u7136\u8bed\u8a00\u548c\u4f20\u7edf\u7a0b\u5e8f\u6267\u884c\u4e4b\u95f4\u63d2\u5165\u4e86\u4e00\u5c42\u65b0\u7684\u8fd0\u884c\u65f6\u89e3\u91ca\u5c42\u3002\u4eba\u8bf4\u7684\u662f\u8bed\u4e49\uff0c\u673a\u5668\u6700\u540e\u6267\u884c\u7684\u662f\u63a5\u53e3\u3001\u5de5\u5177\u548c\u547d\u4ee4\uff0c\u800c\u8fd9\u4e2d\u95f4\u4e0d\u518d\u5b8c\u5168\u4f9d\u8d56\u7a0b\u5e8f\u5458\u4e8b\u5148\u5199\u6b7b\u7684\u6620\u5c04\uff0c\u800c\u662f\u4ea4\u7ed9\u6a21\u578b\u5728\u4e0a\u4e0b\u6587\u4e2d\u53c2\u4e0e\u5224\u65ad\u3002<\/p>\n\n\n\n
\u7b2c\u4e09\u6b65\u624d\u662f\u52a8\u4f5c\u89c4\u5212\u3002OpenClaw \u7684\u516c\u5f00\u6587\u6863\u867d\u7136\u6ca1\u6709\u628a\u5b8c\u6574\u63a8\u7406\u94fe\u9010\u6761\u644a\u5f00\uff0c\u4f46\u5b83\u66b4\u9732\u51fa\u6765\u7684\u7ed3\u6784\u5df2\u7ecf\u8db3\u591f\u8bf4\u660e\u57fa\u672c\u673a\u5236\u3002\u6a21\u578b\u4f1a\u5728\u8bfb\u53d6\u5f53\u524d\u6d88\u606f\u3001\u4f1a\u8bdd\u5386\u53f2\u3001\u7cfb\u7edf\u63d0\u793a\u3001\u53ef\u7528 skills\u3001\u5de5\u5177\u6e05\u5355\u4ee5\u53ca\u6743\u9650\u8fb9\u754c\u4e4b\u540e\uff0c\u51b3\u5b9a\u4e0b\u4e00\u6b65\u5230\u5e95\u662f\u7ee7\u7eed\u56de\u590d\u3001\u8bfb\u53d6\u6280\u80fd\u3001\u8c03\u7528\u6d4f\u89c8\u5668\u3001\u8fd8\u662f\u89e6\u53d1\u67d0\u4e2a\u5de5\u5177\u3002\u8fd9\u91cc\u6700\u91cd\u8981\u7684\u4e00\u70b9\u662f\uff0cOpenClaw \u5e76\u6ca1\u6709\u53d6\u6d88\u903b\u8f91\uff0c\u5b83\u53ea\u662f\u628a\u5927\u91cf\u8fc7\u53bb\u663e\u5f0f\u5199\u5728\u4e1a\u52a1\u4ee3\u7801\u91cc\u7684\u903b\u8f91\uff0c\u8f6c\u79fb\u5230\u4e86\u4e0a\u4e0b\u6587\u9a71\u52a8\u7684\u8bed\u4e49\u9009\u62e9\u903b\u8f91\u4e4b\u4e2d\u3002\u786c\u7f16\u7801\u903b\u8f91\u51cf\u5c11\u4e86\uff0c\u8fd0\u884c\u65f6\u89e3\u91ca\u903b\u8f91\u589e\u52a0\u4e86\u3002<\/p>\n\n\n\n
\u7b2c\u56db\u6b65\u624d\u662f\u6267\u884c\u4e0b\u6c89\u3002OpenClaw \u7684\u5de5\u5177\u4f53\u7cfb\u548c Gateway \u80fd\u529b\u8bf4\u660e\u5f97\u5f88\u6e05\u695a\u3002Gateway \u66b4\u9732\u4e86 \/tools\/invoke \u8fd9\u6837\u7684\u7edf\u4e00\u8c03\u7528\u5165\u53e3\uff0c\u5e76\u4f7f\u7528 Gateway auth \u4e0e tool policy \u8fdb\u884c\u7ea6\u675f\u3002\u6d4f\u89c8\u5668\u63a7\u5236\u90e8\u5206\u901a\u8fc7 OpenClaw-managed browser \u548c Gateway \u901a\u9053\u63d0\u4f9b\u80fd\u529b\uff0c\u540c\u65f6\u5f3a\u8c03 browser control \u9700\u8981\u4e25\u683c\u7684\u79c1\u7f51\u9694\u79bb\u4e0e\u8ba4\u8bc1\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u771f\u6b63\u6267\u884c\u52a8\u4f5c\u7684\u5e76\u4e0d\u662f LLM \u672c\u8eab\uff0c\u800c\u662f LLM \u5728\u5f53\u524d\u4e0a\u4e0b\u6587\u4e2d\u9009\u4e2d\u4e86\u54ea\u4e9b\u5df2\u7ecf\u88ab\u7cfb\u7edf\u5305\u88c5\u597d\u7684\u6267\u884c\u63a5\u53e3\uff0c\u518d\u7531 Gateway\u3001browser \u6216 node \u53bb\u8c03\u7528\u8fd9\u4e9b\u63a5\u53e3\u3002<\/p>\n\n\n\n
\u8fd9\u6837\u770b\u4e0b\u6765\uff0cOpenClaw \u7684\u771f\u6b63\u4ef7\u503c\u5c31\u4e0d\u662f\u201c\u8ba9 AI \u4f1a\u804a\u5929\u201d\uff0c\u4e5f\u4e0d\u662f\u201c\u8ba9 AI \u4f1a\u64cd\u4f5c\u7535\u8111\u201d\uff0c\u800c\u662f\u5b83\u5728\u81ea\u7136\u8bed\u8a00\u548c\u4f20\u7edf\u6267\u884c\u63a5\u53e3\u4e4b\u95f4\u5efa\u7acb\u4e86\u4e00\u5c42\u52a8\u6001\u4e2d\u4ecb\u5c42\u3002\u4eba\u5728\u4e0a\u9762\u7ed9\u51fa\u8bed\u4e49\uff0c\u7cfb\u7edf\u5728\u4e0b\u9762\u6267\u884c\u7684\u662f\u5de5\u5177\u3001\u8282\u70b9\u3001\u547d\u4ee4\u548c\u8def\u7531\uff0c\u4e2d\u95f4\u7531 Gateway\u3001session\u3001system prompt\u3001skills \u548c\u6a21\u578b\u5171\u540c\u7ec4\u6210\u4e00\u4e2a\u4e0d\u65ad\u91cd\u7b97\u7684\u89e3\u91ca\u5e73\u9762\u3002\u8fd9\u4e00\u70b9\u624d\u662f OpenClaw \u4f5c\u4e3a\u4e00\u79cd\u65b0\u578b\u8f6f\u4ef6\u7ed3\u6784\u6700\u503c\u5f97\u6ce8\u610f\u7684\u5730\u65b9\u3002<\/p>\n\n\n\n
\u4f46\u4e5f\u6b63\u56e0\u4e3a\u5982\u6b64\uff0c\u5b83\u7684\u5c40\u9650\u5e76\u4e0d\u662f\u5076\u7136\u7f3a\u70b9\uff0c\u800c\u662f\u8fd9\u5957\u5f00\u653e\u5f0f\u673a\u5236\u672c\u8eab\u5e26\u6765\u7684\u81ea\u7136\u7ed3\u679c\u3002<\/p>\n\n\n\n
\u7b2c\u4e00\u4e2a\u5c40\u9650\uff0c\u662f\u884c\u4e3a\u8fb9\u754c\u96be\u4ee5\u50cf\u4f20\u7edf\u8f6f\u4ef6\u90a3\u6837\u88ab\u5b8c\u5168\u9884\u5148\u8bc1\u660e\u3002OpenClaw \u7684\u884c\u4e3a\u9ad8\u5ea6\u4f9d\u8d56\u6a21\u578b\u5bf9\u5f00\u653e\u8bed\u4e49\u548c\u590d\u6742\u4e0a\u4e0b\u6587\u7684\u5373\u65f6\u5224\u65ad\uff0c\u56e0\u6b64\u7cfb\u7edf\u8d8a\u7075\u6d3b\uff0c\u884c\u4e3a\u5c31\u8d8a\u96be\u88ab\u5b8c\u5168\u9884\u6d4b\u3002\u5b98\u65b9\u5b89\u5168\u6587\u6863\u628a\u201cAnything open + tools enabled\u201d\u5217\u4e3a\u6700\u9700\u8981\u4f18\u5148\u9501\u7d27\u7684\u95ee\u9898\uff0c\u8981\u6c42\u5148\u901a\u8fc7 pairing\u3001allowlists\u3001tool policy \u548c sandboxing \u6536\u7d27\u8fb9\u754c\uff0c\u518d\u8c08\u5f00\u653e\u63a5\u5165\u3002\u6587\u6863\u540c\u65f6\u628a public network exposure\u3001browser control remote exposure\u3001\u63d2\u4ef6\u4fe1\u4efb\u548c\u6a21\u578b\u9009\u62e9\u90fd\u5217\u4e3a\u5173\u952e\u98ce\u9669\u70b9\u3002<\/p>\n\n\n\n
\u7b2c\u4e8c\u4e2a\u5c40\u9650\uff0c\u662f prompt injection \u548c\u5de5\u5177\u6ce8\u5165\u98ce\u9669\u4e0d\u662f\u5916\u56f4\u95ee\u9898\uff0c\u800c\u662f\u67b6\u6784\u4e2d\u5fc3\u95ee\u9898\u3002OpenClaw \u7684\u5b89\u5168\u6587\u6863\u548c\u5a01\u80c1\u6a21\u578b\u90fd\u660e\u786e\u627f\u8ba4 direct prompt injection\u3001indirect prompt injection \u548c tool argument injection \u7684\u73b0\u5b9e\u98ce\u9669\uff0c\u5e76\u6307\u51fa\u6b8b\u4f59\u98ce\u9669\u4ecd\u7136\u504f\u9ad8\u3002\u5b83\u63d0\u51fa\u7684\u7f13\u89e3\u65b9\u5f0f\u5305\u62ec external content wrapping\u3001exec approvals\u3001tool policy enforcement\u3001\u53c2\u6570\u6821\u9a8c\u3001\u9694\u79bb\u6267\u884c\u73af\u5883\u7b49\uff0c\u4f46\u8fd9\u4e9b\u63aa\u65bd\u672c\u8eab\u5c31\u8bf4\u660e\uff0c\u53ea\u8981\u7cfb\u7edf\u5141\u8bb8\u5f00\u653e\u8f93\u5165\u518d\u52a0\u4e0a\u5de5\u5177\u80fd\u529b\uff0c\u5b83\u5c31\u5929\u7136\u9762\u5bf9\u88ab\u8bf1\u5bfc\u6267\u884c\u4e0d\u5f53\u52a8\u4f5c\u7684\u98ce\u9669\u3002<\/p>\n\n\n\n
\u7b2c\u4e09\u4e2a\u5c40\u9650\uff0c\u662f\u901a\u7528\u6027\u8d8a\u5f3a\uff0c\u7cfb\u7edf\u590d\u6742\u5ea6\u548c\u8fd0\u884c\u6210\u672c\u901a\u5e38\u4e5f\u8d8a\u9ad8\u3002OpenClaw \u628a\u591a\u6e20\u9053\u63a5\u5165\u3001multi-agent routing\u3001skills\u3001browser control\u3001device nodes\u3001Web UI\u3001tool invocation \u5168\u90fd\u653e\u8fdb\u540c\u4e00\u4e2a\u4f53\u7cfb\u91cc\uff0c\u8fd9\u5f53\u7136\u5e26\u6765\u4e86\u5f88\u5f3a\u7684\u80fd\u529b\u95ed\u73af\uff0c\u4f46\u4e5f\u610f\u5473\u7740\u72b6\u6001\u6301\u7eed\u589e\u957f\u3001\u6743\u9650\u9762\u6269\u5927\u3001\u6392\u9519\u96be\u5ea6\u4e0a\u5347\u3002\u5b98\u65b9 FAQ \u4e13\u95e8\u63d0\u4f9b\u4e86 openclaw status\u3001openclaw status –all\u3001openclaw gateway status \u7b49\u4e00\u6574\u5957\u8bca\u65ad\u547d\u4ee4\uff0c\u672c\u8eab\u5c31\u8bf4\u660e\u5b83\u4e0d\u662f\u4e00\u4e2a\u8f7b\u91cf\u3001\u5c01\u95ed\u3001\u5355\u4efb\u52a1\u578b\u7cfb\u7edf\uff0c\u800c\u662f\u4e00\u4e2a\u9700\u8981\u6301\u7eed\u6cbb\u7406\u548c\u8fd0\u7ef4\u7684\u5f00\u653e\u4ee3\u7406\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n\n\n\n
\u7b2c\u56db\u4e2a\u5c40\u9650\uff0c\u662f\u5b83\u66f4\u9002\u5408\u5f00\u653e\u52a9\u624b\uff0c\u4e0d\u5929\u7136\u9002\u5408\u957f\u671f\u7a33\u5b9a\u7684\u6709\u9650\u7ec4\u7ec7\u7ed3\u6784\u3002OpenClaw \u7684\u5f3a\u9879\uff0c\u662f\u4ece\u591a\u4e2a\u6e20\u9053\u63a5\u6536\u5f00\u653e\u8bf7\u6c42\uff0c\u518d\u901a\u8fc7\u4e0a\u4e0b\u6587\u548c\u5de5\u5177\u505a\u52a8\u6001\u5e94\u5bf9\u3002\u4f46\u4e00\u65e6\u76ee\u6807\u4ece\u201c\u8ba9 agent \u5c3d\u53ef\u80fd\u4f1a\u505a\u4e8b\u201d\u53d8\u6210\u201c\u8ba9\u4e00\u4e2a\u957f\u671f\u8fd0\u884c\u7684\u667a\u80fd\u7cfb\u7edf\u50cf\u7ec4\u7ec7\u4e00\u6837\u7a33\u5b9a\u5de5\u4f5c\u201d\uff0c\u8bc4\u4ef7\u6807\u51c6\u5c31\u53d8\u4e86\u3002\u6b64\u65f6\u6700\u91cd\u8981\u7684\u5f80\u5f80\u4e0d\u518d\u662f\u5f00\u653e\u89e3\u91ca\u80fd\u529b\u6709\u591a\u5f3a\uff0c\u800c\u662f\u89d2\u8272\u662f\u5426\u6e05\u6670\uff0c\u4efb\u52a1\u7c7b\u578b\u662f\u5426\u6709\u9650\uff0c\u72b6\u6001\u6d41\u8f6c\u662f\u5426\u7a33\u5b9a\uff0c\u6743\u9650\u662f\u5426\u5929\u7136\u6536\u675f\uff0c\u6210\u672c\u662f\u5426\u53ef\u9884\u6d4b\uff0c\u7cfb\u7edf\u884c\u4e3a\u662f\u5426\u53ef\u5ba1\u8ba1\u3002\u6362\u53e5\u8bdd\u8bf4\uff0cOpenClaw \u4ee3\u8868\u7684\u662f\u5f00\u653e\u8bed\u4e49\u9a71\u52a8\u7684\u901a\u7528\u4ee3\u7406\u6a21\u5f0f\uff0c\u800c\u5b83\u7684\u8fb9\u754c\u4e5f\u6b63\u662f\u5728\u8fd9\u79cd\u5f00\u653e\u6027\u672c\u8eab\u3002<\/p>\n\n\n\n
\u4ece\u8fd9\u91cc\u56de\u5934\u770b\uff0c\u4f20\u7edf\u8f6f\u4ef6\u3001OpenClaw \u8fd9\u7c7b\u7cfb\u7edf\uff0c\u5176\u5b9e\u4e0d\u662f\u7b80\u5355\u7684\u65e7\u4e0e\u65b0\u4e4b\u5206\uff0c\u800c\u662f\u5bf9\u5e94\u4e24\u4e2a\u4e0d\u540c\u5c42\u6b21\u7684\u95ee\u9898\u3002\u4f20\u7edf\u8f6f\u4ef6\u89e3\u51b3\u7684\u662f\u89c4\u5219\u5df2\u7ecf\u660e\u6670\u4e4b\u540e\u7684\u7a33\u5b9a\u6267\u884c\u3002OpenClaw \u89e3\u51b3\u7684\u662f\u5f00\u653e\u8bed\u4e49\u5982\u4f55\u6301\u7eed\u843d\u5230\u5de5\u5177\u548c\u52a8\u4f5c\u4e4b\u4e0a\u3002\u5b83\u8bc1\u660e\u4e86\u4e00\u4ef6\u975e\u5e38\u91cd\u8981\u7684\u4e8b\u2014\u2014\u81ea\u7136\u8bed\u8a00\u4e0d\u53ea\u662f\u8f93\u5165\u754c\u9762\uff0c\u5b83\u5df2\u7ecf\u53ef\u4ee5\u6210\u4e3a\u8fd0\u884c\u65f6\u89e3\u91ca\u548c\u884c\u52a8\u8c03\u5ea6\u7684\u4e00\u90e8\u5206\u3002\u4e5f\u6b63\u56e0\u4e3a\u5982\u6b64\uff0c\u8f6f\u4ef6\u7684\u4e2d\u5fc3\u6b63\u5728\u4ece\u201c\u9884\u5148\u5199\u6b7b\u6240\u6709\u903b\u8f91\u201d\u8f6c\u5411\u201c\u8ba9\u7cfb\u7edf\u5728\u8fd0\u884c\u65f6\u53c2\u4e0e\u7406\u89e3\u201d\u3002<\/p>\n\n\n\n
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The discussion contrasts traditional software and AI systems, particularly OpenClaw. Traditional software executes predefined rules while AI, such as OpenClaw, handles dynamic natural language and contextual interpretation. OpenClaw creates a mediator between human semantics and execution. However, its flexibility introduces limitations, such as unpredictability and security risks, necessitating a refined organizational structure for stability.<\/p>","protected":false},"author":17897162,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"image","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":true,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_geoff_meta_description_en":"","_geoff_meta_description_zh":"","_wpcom_ai_launchpad_first_post":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[784633319],"tags":[],"class_list":["post-12908","post","type-post","status-publish","format-image","hentry","category-ai-frontiers","post_format-post-format-image",""],"translatepress_titles":{"en_AU":"From Logic-Centered Software to Semantics-Centered Software \u2014 Using OpenClaw to Examine the Execution Mechanism, Limitations, and Next-Step Direction of AI Systems","zh_CN":"\u4ece\u903b\u8f91\u8f6f\u4ef6\u5230\u8bed\u4e49\u8f6f\u4ef6\u2014\u2014\u4ee5 OpenClaw \u4e3a\u4f8b\u770b AI \u7cfb\u7edf\u7684\u6267\u884c\u673a\u5236\u3001\u5c40\u9650\u4e0e\u4e0b\u4e00\u6b65\u65b9\u5411"},"jetpack_publicize_connections":[],"jetpack_likes_enabled":false,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p1ar9H-3mc","jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/12908","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/users\/17897162"}],"replies":[{"embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/comments?post=12908"}],"version-history":[{"count":2,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/12908\/revisions"}],"predecessor-version":[{"id":12910,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/posts\/12908\/revisions\/12910"}],"wp:attachment":[{"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/media?parent=12908"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/categories?post=12908"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geoffreychen.com\/zh\/wp-json\/wp\/v2\/tags?post=12908"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}