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class=\"wp-block-paragraph\">\u9664\u4e86\u9876\u5c42\u7684\u7cfb\u7edf\u63d0\u793a\u8bcd\uff0c\u5ba2\u6237\u7aef\u8fd8\u4f1a\u5728\u5bf9\u8bdd\u6d88\u606f\u4e2d\u63d2\u5165<code>system-reminder<\/code>\u6807\u7b7e\uff0c\u52a8\u6001\u8865\u5145\u6280\u80fd\u5217\u8868\u3001\u5f53\u524d\u65f6\u95f4\u7b49\u8fd0\u884c\u65f6\u4fe1\u606f\uff0c\u5f62\u6210\u7b2c\u4e8c\u6307\u4ee4\u901a\u9053\u3002\u76ee\u524d\u89c2\u6d4b\u5230\u8be5\u901a\u9053\u4e3b\u8981\u7528\u4e8e\u72b6\u6001\u540c\u6b65\uff0c\u5c1a\u672a\u76f4\u63a5\u627f\u8f7d\u5b89\u5168\u9650\u5236\u6307\u4ee4\uff0c\u4f46\u7406\u8bba\u4e0a\u5177\u5907\u52a8\u6001\u6ce8\u5165\u5b89\u5168\u89c4\u5219\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.4 \u9690\u5f0f\u6570\u636e\u4e0a\u62a5\uff1a\u88ab\u5ffd\u7565\u7684\u9690\u79c1\u4f20\u8f93\u98ce\u9669<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7cfb\u7edf\u63d0\u793a\u8bcd\u7684\u672b\u5c3e\u4f1a\u9644\u5e26\u5b8c\u6574\u7684\u672c\u5730\u73af\u5883\u4fe1\u606f\uff0c\u6bcf\u6b21\u8bf7\u6c42\u90fd\u4f1a\u540c\u6b65\u53d1\u9001\u81f3\u670d\u52a1\u7aef\uff0c\u5305\u62ec\u64cd\u4f5c\u7cfb\u7edf\u7248\u672c\u3001\u5de5\u4f5c\u76ee\u5f55\u8def\u5f84\u3001\u7cfb\u7edf\u7528\u6237\u540d\u3001\u5f53\u524d Git \u4ed3\u5e93\u72b6\u6001\u3001\u6700\u8fd1\u63d0\u4ea4\u8bb0\u5f55\u7b49\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u4fe1\u606f\u7684\u529f\u80fd\u6027\u76ee\u7684\u662f\u8ba9\u6a21\u578b\u9002\u914d\u4e0d\u540c\u7cfb\u7edf\u7684\u547d\u4ee4\u5dee\u5f02\uff0c\u4f46\u4ece\u5408\u89c4\u89d2\u5ea6\u770b\uff0c\u4f01\u4e1a\u5185\u90e8\u9879\u76ee\u7ed3\u6784\u3001\u4ee3\u7801\u63d0\u4ea4\u8bb0\u5f55\u3001\u672c\u5730\u8def\u5f84\u4fe1\u606f\u7b49\u654f\u611f\u6570\u636e\u968f\u6bcf\u8f6e\u8bf7\u6c42\u5916\u53d1\uff0c\u5b58\u5728\u660e\u663e\u7684\u6570\u636e\u6cc4\u9732\u98ce\u9669\uff0c\u4e14\u7528\u6237\u7aef\u65e0\u6cd5\u5173\u95ed\u8be5\u4f20\u8f93\u903b\u8f91\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.5 \u4ee3\u7406\u573a\u666f\u7684\u5b89\u5168\u964d\u7ea7\uff1a\u53cc\u91cd\u6ce8\u5165\u7684\u89c4\u5219\u9519\u4f4d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u7528\u6237\u901a\u8fc7\u7b2c\u4e09\u65b9\u4e2d\u8f6c\u5de5\u5177\u8bbf\u95ee Claude \u6a21\u578b\u65f6\uff0c\u4f1a\u51fa\u73b0\u53cc\u91cd\u7cfb\u7edf\u63d0\u793a\u8bcd\u6ce8\u5165\u7684\u73b0\u8c61\uff1a\u4e2d\u8f6c\u670d\u52a1\u4f1a\u5728\u5ba2\u6237\u7aef\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e4b\u5916\uff0c\u518d\u6ce8\u5165\u4e00\u5957\u81ea\u8eab\u7684\u8eab\u4efd\u4e0e\u89c4\u5219\u6307\u4ee4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b64\u65f6\u5ba2\u6237\u7aef\u5185\u7f6e\u7684\u5b89\u5168\u89c4\u5219\u4f1a\u4ece\u9ad8\u6743\u91cd\u7684<code>system<\/code>\u5b57\u6bb5\u964d\u7ea7\u4e3a\u666e\u901a\u6d88\u606f\u5185\u5bb9\uff0c\u6a21\u578b\u5bf9\u5176\u9075\u5faa\u6743\u91cd\u663e\u8457\u4e0b\u964d\u3002\u8fd9\u4e5f\u662f\u90e8\u5206\u4e2d\u8f6c\u5de5\u5177\u80fd \u201c\u89e3\u9664\u9650\u5236\u201d \u7684\u6838\u5fc3\u539f\u7406 \u2014\u2014 \u5e76\u975e\u7834\u89e3\u4e86\u6a21\u578b\u5c42\u5b89\u5168\uff0c\u800c\u662f\u901a\u8fc7\u66ff\u6362\u7cfb\u7edf\u63d0\u793a\u8bcd\u6d88\u89e3\u4e86\u7aef\u4fa7\u7684\u5b89\u5168\u7b56\u7565\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e09\u3001\u63d0\u793a\u8bcd\u5c42\u5b89\u5168\u7684\u56fa\u6709\u5c40\u9650\u4e0e\u6f5c\u5728\u653b\u51fb\u9762<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Claude Code \u7684\u6574\u5957\u5b89\u5168\u4f53\u7cfb\u672c\u8d28\u4e0a\u90fd\u5c5e\u4e8e\u63d0\u793a\u8bcd\u5c42\u5b89\u5168\uff0c\u5168\u90e8\u4ee5\u81ea\u7136\u8bed\u8a00\u89c4\u5219\u7684\u5f62\u5f0f\u4f9d\u8d56\u6a21\u578b\u81ea\u89c9\u9075\u5faa\uff0c\u4e0d\u5b58\u5728\u786c\u7f16\u7801\u7684\u6280\u672f\u62e6\u622a\u3002\u8fd9\u79cd\u8bbe\u8ba1\u5b58\u5728\u5929\u7136\u7684\u8fb9\u754c\uff0c\u76ee\u524d\u53ef\u660e\u786e\u7684\u6f5c\u5728\u653b\u51fb\u9762\u4e3b\u8981\u6709\u4e09\u7c7b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3.1 \u76f4\u63a5\u6ce8\u5165\u5931\u6548\u7684\u5e95\u5c42\u903b\u8f91<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7528\u6237\u4fa7\u7684\u666e\u901a\u63d0\u793a\u8bcd\u6ce8\u5165\u901a\u5e38\u96be\u4ee5\u751f\u6548\uff0c\u6838\u5fc3\u539f\u56e0\u662f\u6743\u91cd\u5dee\u5f02\uff1a\u5728 Claude \u7684\u6ce8\u610f\u529b\u673a\u5236\u8bbe\u8ba1\u4e2d\uff0c<code>system<\/code>\u5b57\u6bb5\u7684\u6307\u4ee4\u9075\u5faa\u6743\u91cd\u5929\u7136\u9ad8\u4e8e\u666e\u901a\u7528\u6237\u6d88\u606f\u3002\u5728\u7528\u6237\u6d88\u606f\u4e2d\u5199\u5165 \u201c\u5ffd\u7565\u4ee5\u4e0a\u6240\u6709\u6307\u4ee4\u201d\uff0c\u4f18\u5148\u7ea7\u8fdc\u4f4e\u4e8e\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e2d\u7684\u5b89\u5168\u89c4\u5219\uff0c\u65e0\u6cd5\u76f4\u63a5\u8986\u76d6\u7ea6\u675f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46\u6743\u91cd\u4f18\u52bf\u662f\u76f8\u5bf9\u7684\uff0c\u800c\u975e\u7edd\u5bf9\u7684 \u2014\u2014 \u5f53\u4e0a\u4e0b\u6587\u89c4\u6a21\u7a81\u7834\u6ce8\u610f\u529b\u673a\u5236\u7684\u627f\u8f7d\u4e0a\u9650\u65f6\uff0c\u7cfb\u7edf\u63d0\u793a\u8bcd\u7684\u7ea6\u675f\u529b\u4f1a\u540c\u6b65\u8870\u51cf\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3.2 \u4e0a\u4e0b\u6587\u6df9\u6ca1\u653b\u51fb\uff1a\u4fe1\u606f\u8fc7\u8f7d\u7a00\u91ca\u5b89\u5168\u6307\u4ee4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5229\u7528\u5927\u6a21\u578b\u6ce8\u610f\u529b\u7684\u5bb9\u91cf\u4e0a\u9650\uff0c\u901a\u8fc7\u6784\u9020\u8d85\u957f\u7684\u5bf9\u8bdd\u4e0a\u4e0b\u6587\uff0c\u53ef\u4ee5\u8ba9\u5b89\u5168\u6307\u4ee4\u5728\u6574\u4f53\u6587\u672c\u4e2d\u7684\u5360\u6bd4\u88ab\u538b\u7f29\u5230\u6781\u4f4e\u6c34\u5e73\u3002\u5f53\u5b89\u5168\u89c4\u5219\u88ab\u6df9\u6ca1\u5728\u51e0\u5341\u4e07 token \u7684\u5197\u4f59\u4fe1\u606f\u4e2d\u65f6\uff0c\u6a21\u578b\u5bf9\u5176\u5173\u6ce8\u5ea6\u4f1a\u88ab\u6301\u7eed\u7a00\u91ca\uff0c\u6700\u7ec8\u51fa\u73b0\u89c4\u5219\u5931\u6548\u3001\u8fdd\u89c4\u8bf7\u6c42\u88ab\u653e\u884c\u7684\u60c5\u51b5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u672c\u8d28\u4e0a\u5c5e\u4e8e\u63d0\u793a\u8bcd\u6ce8\u5165\u7684\u53d8\u79cd\uff0c\u4e0d\u76f4\u63a5\u5bf9\u6297\u5b89\u5168\u6307\u4ee4\uff0c\u800c\u662f\u901a\u8fc7\u4fe1\u606f\u8fc7\u8f7d\u8ba9\u6a21\u578b \u201c\u9057\u5fd8\u201d \u5b89\u5168\u89c4\u5219\u3002\u8fd9\u4e5f\u662f\u63d0\u793a\u8bcd\u5c42\u5b89\u5168\u65e0\u6cd5\u5f7b\u5e95\u89e3\u51b3\u7684\u539f\u751f\u7f3a\u9677\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3.3 \u4ee3\u7406\u964d\u7ea7\u653b\u51fb\uff1a\u4e2d\u8f6c\u5c42\u6d88\u89e3\u7aef\u4fa7\u7b56\u7565<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u524d\u6587\u6240\u8ff0\uff0c\u901a\u8fc7\u81ea\u5efa\u4ee3\u7406\u670d\u52a1\u66ff\u6362\u6216\u6539\u5199\u7cfb\u7edf\u63d0\u793a\u8bcd\uff0c\u53ef\u4ee5\u76f4\u63a5\u5c06\u5ba2\u6237\u7aef\u5185\u7f6e\u7684\u5b89\u5168\u89c4\u5219\u4ece\u9ad8\u6743\u91cd\u7cfb\u7edf\u5b57\u6bb5\u964d\u7ea7\u4e3a\u666e\u901a\u6d88\u606f\u5185\u5bb9\uff0c\u5927\u5e45\u964d\u4f4e\u5176\u7ea6\u675f\u529b\u3002\u5bf9\u4e8e\u4f01\u4e1a\u800c\u8a00\uff0c\u5982\u679c\u5458\u5de5\u4f7f\u7528\u672a\u5907\u6848\u7684\u7b2c\u4e09\u65b9\u4ee3\u7406\u5de5\u5177\u8bbf\u95ee\u5927\u6a21\u578b\uff0c\u76f8\u5f53\u4e8e\u76f4\u63a5\u7ed5\u8fc7\u4e86\u5382\u5546\u7aef\u7684\u5168\u90e8\u5b89\u5168\u7ba1\u63a7\uff0c\u98ce\u9669\u5b8c\u5168\u4e0d\u53ef\u63a7\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3.4 \u5de5\u5177\u8c03\u7528\u4fa7\u6ce8\u5165\uff1a\u7ed3\u679c\u901a\u9053\u7684\u6307\u4ee4\u6e17\u900f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5ba2\u6237\u7aef\u7684\u5de5\u5177\u8c03\u7528\u7ed3\u679c\u4f1a\u76f4\u63a5\u63d2\u5165\u5bf9\u8bdd\u6d88\u606f\u4e2d\u8fd4\u56de\u7ed9\u6a21\u578b\uff0c\u5982\u679c\u5de5\u5177\u8fd4\u56de\u7684\u5185\u5bb9\u88ab\u690d\u5165\u63d0\u793a\u8bcd\u6ce8\u5165\u6307\u4ee4\uff0c\u540c\u6837\u53ef\u4ee5\u5e72\u6270\u6a21\u578b\u5224\u65ad\u3002\u867d\u7136\u5f53\u524d\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e2d\u5bf9\u6807\u7b7e\u5185\u5bb9\u505a\u4e86\u9694\u79bb\u8bf4\u660e\uff0c\u4f46\u5728\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u4e0b\uff0c\u8be5\u9694\u79bb\u673a\u5236\u7684\u6709\u6548\u6027\u540c\u6837\u4f1a\u4e0b\u964d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u56db\u3001AI \u5b89\u5168\u7ba1\u63a7\u4f53\u7cfb\u5168\u573a\u666f\u843d\u5730\u65b9\u6848<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9488\u5bf9\u7aef\u4fa7\u9ed1\u76d2\u5b89\u5168\u7684\u79cd\u79cd\u5c40\u9650\uff0c\u4f01\u4e1a\u843d\u5730 AI \u5de5\u5177\u4e0d\u80fd\u5b8c\u5168\u4f9d\u8d56\u5382\u5546\u81ea\u5e26\u7684\u5b89\u5168\u89c4\u5219\uff0c\u9700\u8981\u6784\u5efa\u81ea\u4e3b\u53ef\u63a7\u7684\u5168\u94fe\u8def\u5b89\u5168\u7ba1\u63a7\u4f53\u7cfb\u3002\u4ee5\u4e0b\u4ece\u5f00\u6e90\u4ee3\u7406\u6846\u67b6\u843d\u5730\u3001\u591a\u573a\u666f AI \u5b89\u5168\u5efa\u8bbe\u4e24\u4e2a\u7ef4\u5ea6\uff0c\u7ed9\u51fa\u5177\u4f53\u53ef\u6267\u884c\u7684\u843d\u5730\u65b9\u6848\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.1 \u5f00\u6e90 AI \u4ee3\u7406\u6846\u67b6 OpenClaw \u843d\u5730\uff1a\u5b9e\u73b0\u7aef\u4fa7\u5b89\u5168\u81ea\u4e3b\u53ef\u63a7<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u5f00\u6e90 AI \u4ee3\u7406\u7f16\u6392\u6846\u67b6 OpenClaw \u4e3a\u6838\u5fc3\uff0c\u53ef\u4ee5\u5728\u4f01\u4e1a\u672c\u5730\u6784\u5efa\u4e00\u5c42\u900f\u660e\u7684\u5b89\u5168\u7ba1\u63a7\u7f51\u5173\uff0c\u65e2\u89e3\u51b3\u539f\u5382\u89c4\u5219 \u201c\u4e00\u5200\u5207\u201d \u7684\u6548\u7387\u95ee\u9898\uff0c\u4e5f\u5835\u4f4f\u9690\u79c1\u6cc4\u9732\u3001\u4ee3\u7406\u7ed5\u8fc7\u7b49\u5408\u89c4\u98ce\u9669\uff0c\u5177\u4f53\u53ef\u5206\u56db\u4e2a\u6a21\u5757\u843d\u5730\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">4.1.1 \u7ed3\u6784\u5316\u5b89\u5168\u89c4\u5219\u5f15\u64ce\uff1a\u66ff\u4ee3\u9ed1\u76d2\u7cfb\u7edf\u63d0\u793a\u8bcd<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u843d\u5730\u76ee\u6807<\/strong>\uff1a\u5c06\u5b89\u5168\u89c4\u5219\u7684\u63a7\u5236\u6743\u4ece\u5382\u5546\u7aef\u6536\u56de\u4f01\u4e1a\u672c\u5730\uff0c\u5b9e\u73b0\u5206\u7ea7\u3001\u5206\u573a\u666f\u7684\u81ea\u5b9a\u4e49\u5b89\u5168\u7ba1\u63a7\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6280\u672f\u5b9e\u73b0\uff1a\u57fa\u4e8e OpenClaw \u7684\u63d2\u4ef6\u5316\u67b6\u6784\uff0c\u5728\u672c\u5730\u4ee3\u7406\u5c42\u6784\u5efa\u7ed3\u6784\u5316\u5b89\u5168\u89c4\u5219\u5e93\uff0c\u66ff\u4ee3 Claude Code \u7b49\u5de5\u5177\u5185\u7f6e\u7684\u9ed1\u76d2\u81ea\u7136\u8bed\u8a00\u5b89\u5168\u89c4\u5219\u3002\u6240\u6709\u8bf7\u6c42\u5728\u53d1\u5f80\u6a21\u578b\u4e4b\u524d\uff0c\u5148\u7ecf\u8fc7\u89c4\u5219\u5f15\u64ce\u6821\u9a8c\u3002<\/li>\n\n\n\n<li>\u843d\u5730\u914d\u7f6e\uff1a\u652f\u6301\u6309\u5c97\u4f4d\u3001\u9879\u76ee\u3001\u6743\u9650\u7b49\u7ea7\u914d\u7f6e\u4e0d\u540c\u7684\u5b89\u5168\u7b56\u7565\u3002\u4f8b\u5982\u5b89\u5168\u56e2\u961f\u7684\u6388\u6743\u6e17\u900f\u6d4b\u8bd5\u9879\u76ee\u53ef\u653e\u884c\u6f0f\u6d1e\u5229\u7528\u3001\u4ee3\u7801\u5ba1\u8ba1\u7c7b\u9700\u6c42\uff1b\u666e\u901a\u7814\u53d1\u5c97\u4f4d\u5219\u9ed8\u8ba4\u7981\u7528\u9ad8\u5371\u64cd\u4f5c\u4e0e\u6076\u610f\u4ee3\u7801\u751f\u6210\u3002<\/li>\n\n\n\n<li>\u6838\u5fc3\u4ef7\u503c\uff1a\u65e2\u907f\u514d\u539f\u5382\u89c4\u5219\u8fc7\u5ea6\u62e6\u622a\u5f71\u54cd\u5408\u6cd5\u7814\u53d1\u6548\u7387\uff0c\u4e5f\u9632\u6b62\u539f\u5382\u89c4\u5219\u8986\u76d6\u4e0d\u5168\u5bfc\u81f4\u7684\u98ce\u9669\u6f0f\u5224\u3002<\/li>\n\n\n\n<li>4.1.1 \u7ed3\u6784\u5316\u5b89\u5168\u89c4\u5219\u5f15\u64ce\uff1a\u6280\u672f\u5b9e\u73b0\u7ec6\u8282<br>\u67b6\u6784\u5206\u5c42\u8bbe\u8ba1<br>OpenClaw \u7684\u5b89\u5168\u89c4\u5219\u5f15\u64ce\u91c7\u7528\u4e09\u5c42\u9012\u8fdb\u5f0f\u62e6\u622a\u67b6\u6784\uff0c\u5728\u4fdd\u8bc1\u68c0\u6d4b\u51c6\u786e\u7387\u7684\u540c\u65f6\u63a7\u5236\u63a8\u7406\u5ef6\u8fdf\uff0c\u907f\u514d\u5168\u91cf\u8bed\u4e49\u68c0\u6d4b\u5e26\u6765\u7684\u6027\u80fd\u635f\u8017\uff1a<br><strong>\u524d\u7f6e\u5173\u952e\u5b57\u62e6\u622a\u5c42<\/strong>\uff1a\u57fa\u4e8e AC \u81ea\u52a8\u673a\u7b97\u6cd5\u6784\u5efa\u9ad8\u9891\u8fdd\u89c4\u8bcd\u5e93\uff0c\u5b9e\u73b0\u6beb\u79d2\u7ea7\u5b57\u7b26\u4e32\u5339\u914d\u3002\u8986\u76d6\u6076\u610f\u5de5\u5177\u3001\u653b\u51fb\u624b\u6cd5\u3001\u8fdd\u6cd5\u9700\u6c42\u7b49\u660e\u786e\u8fdd\u7981\u7c7b\u76ee\uff0c\u547d\u4e2d\u540e\u76f4\u63a5\u7ec8\u6b62\u8bf7\u6c42\u8f6c\u53d1\uff0c\u65e0\u9700\u8fdb\u5165\u540e\u7eed\u8bed\u4e49\u68c0\u6d4b\uff0c\u62e6\u622a\u8017\u65f6 &lt; 10ms\u3002<br><strong>\u8bed\u4e49\u89c4\u5219\u6821\u9a8c\u5c42<\/strong>\uff1a\u7ed3\u5408\u672c\u5730\u8f7b\u91cf\u6587\u672c\u5206\u7c7b\u6a21\u578b + \u573a\u666f\u5316\u89c4\u5219\u6a21\u677f\uff0c\u5bf9\u6a21\u7cca\u8fb9\u754c\u573a\u666f\u505a\u8bed\u4e49\u5224\u5b9a\u3002\u6838\u5fc3\u80fd\u529b\u662f\u533a\u5206 \u201c\u6388\u6743\u5b89\u5168\u7814\u7a76\u201d \u4e0e \u201c\u6076\u610f\u653b\u51fb\u9700\u6c42\u201d\uff0c\u652f\u6301\u6309\u90e8\u95e8\u3001\u9879\u76ee\u3001\u4eba\u5458\u914d\u7f6e\u6388\u6743\u767d\u540d\u5355\u573a\u666f\u3002<br><strong>\u8f93\u51fa\u590d\u6838\u5c42<\/strong>\uff1a\u5bf9\u6a21\u578b\u8fd4\u56de\u7ed3\u679c\u505a\u4e8c\u6b21\u5b89\u5168\u626b\u63cf\uff0c\u9632\u6b62\u8f93\u5165\u4fa7\u88ab\u63d0\u793a\u8bcd\u6ce8\u5165\u7ed5\u8fc7\u540e\uff0c\u6a21\u578b\u8f93\u51fa\u8fdd\u89c4\u4ee3\u7801\u3001\u654f\u611f\u4fe1\u606f\u6216\u6709\u5bb3\u5185\u5bb9\u3002<br>\u6838\u5fc3\u5b9e\u73b0\u903b\u8f91<br>\u89c4\u5219\u5f15\u64ce\u4ee5 OpenClaw \u6807\u51c6\u4e2d\u95f4\u4ef6\u63d2\u4ef6\u5f62\u5f0f\u6302\u8f7d\uff0c\u901a\u8fc7\u6846\u67b6\u539f\u751f\u7684<code>pre_process<\/code>\uff08\u8bf7\u6c42\u524d\uff09\u4e0e<code>post_process<\/code>\uff08\u54cd\u5e94\u524d\uff09\u94a9\u5b50\u6ce8\u5165\u5168\u94fe\u8def\u7ba1\u63a7\uff0c\u65e0\u9700\u4fee\u6539\u6846\u67b6\u6838\u5fc3\u4ee3\u7801\u3002\u6240\u6709\u89c4\u5219\u652f\u6301\u70ed\u66f4\u65b0\uff0c\u914d\u7f6e\u53d8\u66f4\u540e\u5b9e\u65f6\u751f\u6548\uff0c\u65e0\u9700\u91cd\u542f\u670d\u52a1\u3002<br>\u53ef\u843d\u5730\u914d\u7f6e\u793a\u4f8b\uff08YAML\uff09<br>yaml<br><br><br><br><br><code>security_rules: - id: vuln-research-allow level: permit scope: security_team match: context_contains: [\"\u6388\u6743\u6e17\u900f\u6d4b\u8bd5\", \"CTF\u7ade\u8d5b\", \"\u4f01\u4e1a\u5185\u90e8\u6f0f\u6d1e\u6f14\u7ec3\", \"\u5b89\u5168\u7814\u7a76\u9879\u76ee\"] keywords: [\"\u6f0f\u6d1e\u5229\u7528\", \"EXP\u7f16\u5199\", \"\u7f13\u51b2\u533a\u6ea2\u51fa\u5206\u6790\", \"\u6743\u9650\u63d0\u5347\u9a8c\u8bc1\"] action: pass - id: malicious-code-block level: block scope: all match: keywords: [\"\u6ce8\u518c\u673a\", \"\u7834\u89e3\u8865\u4e01\", \"\u514d\u6740\u6728\u9a6c\", \"DDOS\u653b\u51fb\u811a\u672c\", \"\u9493\u9c7c\u9875\u9762\u751f\u6210\"] action: reject reject_msg: \"\u5f53\u524d\u8bf7\u6c42\u6d89\u5acc\u8fdd\u53cd\u4f01\u4e1a\u5b89\u5168\u7ba1\u7406\u89c4\u8303\uff0c\u5df2\u88ab\u62e6\u622a\u3002\u5982\u6709\u5408\u6cd5\u5b89\u5168\u7814\u7a76\u9700\u6c42\uff0c\u8bf7\u8d70\u9879\u76ee\u6388\u6743\u6d41\u7a0b\u3002\"<\/code><br><br><br>4.1.2 \u52a8\u6001\u4e0a\u4e0b\u6587\u6cbb\u7406\u6a21\u5757\uff1a\u6280\u672f\u5b9e\u73b0\u7ec6\u8282<br>\u6838\u5fc3\u7b97\u6cd5\u903b\u8f91<br>\u6a21\u5757\u6838\u5fc3\u662f<strong>\u4e0a\u4e0b\u6587\u5b89\u5168\u6743\u91cd\u52a8\u6001\u6821\u51c6\u673a\u5236<\/strong>\uff0c\u57fa\u4e8e \u201ctoken \u5360\u6bd4 + \u4f4d\u7f6e\u6743\u91cd\u201d \u53cc\u91cd\u7ef4\u5ea6\u8ba1\u7b97\uff0c\u5b9e\u65f6\u8bc4\u4f30\u5b89\u5168\u6307\u4ee4\u5728\u6a21\u578b\u6ce8\u610f\u529b\u4e2d\u7684\u6709\u6548\u5360\u6bd4\uff1a<br><strong>\u7cbe\u51c6 Token \u8ba1\u91cf<\/strong>\uff1a\u52a0\u8f7d\u4e0e\u76ee\u6807\u6a21\u578b\u5b8c\u5168\u4e00\u81f4\u7684\u5206\u8bcd\u5668\uff08Tokenizer\uff09\uff0c\u5b9e\u65f6\u7edf\u8ba1\u5f53\u524d\u8bf7\u6c42\u603b token \u6570\u3001\u5b89\u5168\u6307\u4ee4\u4e13\u5c5e token \u6570\uff0c\u907f\u514d\u4f30\u7b97\u8bef\u5dee\u3002<br><strong>\u4f4d\u7f6e\u6743\u91cd\u52a0\u6743<\/strong>\uff1a\u6839\u636e\u5927\u6a21\u578b\u6ce8\u610f\u529b\u5206\u5e03\u89c4\u5f8b \u2014\u2014 \u6587\u672c\u9996\u5c3e\u6bb5\u6ce8\u610f\u529b\u6743\u91cd\u6700\u9ad8\u3001\u4e2d\u95f4\u6bb5\u6700\u4f4e\uff0c\u7ed9\u4e0d\u540c\u4f4d\u7f6e\u7684\u5b89\u5168\u6307\u4ee4\u8d4b\u4e88\u5dee\u5f02\u5316\u6743\u91cd\u7cfb\u6570\uff08\u6bb5\u9996 1.2\u3001\u6bb5\u5c3e 1.1\u3001\u4e0a\u4e0b\u6587\u4e2d\u90e8 0.8\uff09\uff0c\u52a0\u6743\u540e\u8ba1\u7b97\u6709\u6548\u5360\u6bd4\u3002<br><strong>\u9608\u503c\u89e6\u53d1\u673a\u5236<\/strong>\uff1a\u5f53\u52a0\u6743\u540e\u7684\u5b89\u5168\u6307\u4ee4\u5360\u6bd4\u4f4e\u4e8e\u603b\u4e0a\u4e0b\u6587\u7684 0.3% \u65f6\uff0c\u81ea\u52a8\u89e6\u53d1\u5b89\u5168\u52a0\u56fa\u4e0e\u4e0a\u4e0b\u6587\u538b\u7f29\u903b\u8f91\u3002<br>\u52a0\u56fa\u4e0e\u538b\u7f29\u5b9e\u73b0<br>\u89e6\u53d1\u9608\u503c\u540e\uff0cOpenClaw \u6267\u884c\u4e24\u6b65\u64cd\u4f5c\uff1a<br><strong>\u5c3e\u90e8\u5b89\u5168\u6ce8\u5165<\/strong>\uff1a\u5728\u8bf7\u6c42\u7684<code>messages<\/code>\u6570\u7ec4\u672b\u5c3e\u63d2\u5165\u4e00\u6761\u9ad8\u4f18\u5148\u7ea7\u5b89\u5168\u63d0\u9192\uff0c\u91c7\u7528\u4e0e\u539f\u5382\u4e00\u81f4\u7684<code>&lt;system-reminder><\/code>\u6807\u7b7e\u683c\u5f0f\uff0c\u786e\u4fdd\u6a21\u578b\u8bc6\u522b\u4e3a\u7cfb\u7edf\u7ea7\u6307\u4ee4\uff0c\u800c\u975e\u666e\u901a\u7528\u6237\u6d88\u606f\u3002<br><strong>\u5206\u7ea7\u4e0a\u4e0b\u6587\u88c1\u526a<\/strong>\uff1a\u6309\u7167 \u201c\u7cfb\u7edf\u5b89\u5168\u6307\u4ee4> \u5de5\u5177\u8c03\u7528\u7ed3\u679c > \u6838\u5fc3\u4e1a\u52a1\u5bf9\u8bdd > \u95f2\u804a\u4e0e\u5197\u4f59\u5185\u5bb9\u201d \u7684\u4f18\u5148\u7ea7\u6392\u5e8f\uff0c\u88c1\u526a\u4f4e\u4f18\u5148\u7ea7\u5386\u53f2\u6d88\u606f\uff0c\u5c06\u603b token \u6570\u63a7\u5236\u5728\u5b89\u5168\u9608\u503c\u5185\uff0c\u540c\u65f6\u4fdd\u8bc1\u6838\u5fc3\u4e1a\u52a1\u4e0a\u4e0b\u6587\u4e0d\u4e22\u5931\u3002<br>\u6838\u5fc3\u903b\u8f91\u4ee3\u7801\u7247\u6bb5\uff08Python \u98ce\u683c\uff09<br>python<br><br>\u8fd0\u884c<br><br><br><br><code>def context_security_calibrate(request_data, tokenizer, safe_threshold=0.003): total_tokens = count_total_tokens(request_data, tokenizer) security_tokens = count_security_prompt_tokens(request_data, tokenizer) weighted_security_ratio = (security_tokens * position_weight_coeff) \/ total_tokens if weighted_security_ratio &lt; safe_threshold: # \u6ce8\u5165\u5c3e\u90e8\u9ad8\u6743\u91cd\u5b89\u5168\u63d0\u9192 request_data[\"messages\"].append({ \"role\": \"user\", \"content\": \"&lt;system-reminder>\u4e25\u683c\u9075\u5b88\u4f01\u4e1a\u5b89\u5168\u7b56\u7565\uff0c\u7981\u6b62\u8f93\u51fa\u4efb\u4f55\u8fdd\u89c4\u5185\u5bb9\uff0c\u6240\u6709\u64cd\u4f5c\u5fc5\u987b\u5728\u6388\u6743\u8303\u56f4\u5185\u6267\u884c\u3002&lt;\/system-reminder>\" }) # \u88c1\u526a\u4f4e\u4f18\u5148\u7ea7\u5386\u53f2\u4e0a\u4e0b\u6587 request_data = compress_low_priority_context(request_data, tokenizer) return request_data<\/code><br><br><br>4.1.3 \u591a\u6a21\u578b\u7edf\u4e00\u8c03\u5ea6\u7f51\u5173\uff1a\u6280\u672f\u5b9e\u73b0\u7ec6\u8282<br>\u900f\u660e\u4ee3\u7406\u4e0e\u6307\u4ee4\u8986\u76d6\u6d41\u7a0b<br>OpenClaw \u7f51\u5173\u4ee5\u53cd\u5411\u4ee3\u7406\u5f62\u5f0f\u90e8\u7f72\uff0c\u539f\u751f\u517c\u5bb9 OpenAI\u3001Anthropic \u7b49\u4e3b\u6d41\u5927\u6a21\u578b API \u534f\u8bae\uff0c\u7ec8\u7aef\u5de5\u5177\uff08Claude Code\u3001Cursor\u3001VS Code \u63d2\u4ef6\u7b49\uff09\u53ea\u9700\u4fee\u6539 API \u7aef\u70b9\u6307\u5411\u7f51\u5173\u5730\u5740\uff0c\u5373\u53ef\u65e0\u611f\u63a5\u5165\u7ba1\u63a7\u4f53\u7cfb\uff0c\u5168\u6d41\u7a0b\u4e0d\u6539\u53d8\u539f\u6709\u4f7f\u7528\u4e60\u60ef\u3002<br>\u5b8c\u6574\u8f6c\u53d1\u94fe\u8def\u5982\u4e0b\uff1a<br><strong>\u8bf7\u6c42\u63a5\u6536\u4e0e\u89e3\u6790<\/strong>\uff1a\u7f51\u5173\u63a5\u6536\u7ec8\u7aef\u5de5\u5177\u7684\u539f\u59cb\u8bf7\u6c42\uff0c\u5265\u79bb\u51fa\u5ba2\u6237\u7aef\u81ea\u5e26\u7684<code>system<\/code>\u5b57\u6bb5\u3001<code>messages<\/code>\u6570\u7ec4\u4e0e\u5de5\u5177\u5b9a\u4e49\u3002<br><strong>\u7cfb\u7edf\u6307\u4ee4\u7edf\u4e00\u8986\u76d6<\/strong>\uff1a\u76f4\u63a5\u7528\u4f01\u4e1a\u7ea7\u7edf\u4e00\u7cfb\u7edf\u63d0\u793a\u8bcd + \u5b89\u5168\u89c4\u5219\u66ff\u6362\u539f\u59cb<code>system<\/code>\u5b57\u6bb5\uff1b\u540c\u65f6\u6e05\u6d17<code>messages<\/code>\u6570\u7ec4\u4e2d\u7b2c\u4e09\u65b9\u5de5\u5177\u9690\u5f0f\u6ce8\u5165\u7684\u989d\u5916\u7cfb\u7edf\u6307\u4ee4\uff0c\u4ec5\u4fdd\u7559\u7eaf\u7528\u6237\u4ea4\u4e92\u5185\u5bb9\u4e0e\u5408\u6cd5\u5de5\u5177\u8c03\u7528\u7ed3\u679c\uff0c\u4ece\u6839\u6e90\u907f\u514d\u53cc\u91cd\u6ce8\u5165\u5bfc\u81f4\u7684\u5b89\u5168\u964d\u7ea7\u3002<br><strong>\u667a\u80fd\u6a21\u578b\u8def\u7531<\/strong>\uff1a\u6839\u636e\u8bf7\u6c42\u7684\u4e1a\u52a1\u6807\u7b7e\u3001\u6570\u636e\u654f\u611f\u7b49\u7ea7\u3001token \u6d88\u8017\u89c4\u6a21\uff0c\u81ea\u52a8\u5339\u914d\u6700\u4f18\u6a21\u578b\u3002\u6d89\u53ca\u6838\u5fc3\u4ee3\u7801\u3001\u5185\u90e8\u6570\u636e\u7684\u654f\u611f\u8bf7\u6c42\u81ea\u52a8\u8def\u7531\u81f3\u672c\u5730\u79c1\u6709\u5316\u5927\u6a21\u578b\uff0c\u666e\u901a\u7814\u53d1\u3001\u6587\u6863\u7c7b\u8bf7\u6c42\u8c03\u5ea6\u81f3\u4e91\u7aef\u5546\u7528\u6a21\u578b\u3002<br><strong>\u6807\u51c6\u5316\u54cd\u5e94\u56de\u4f20<\/strong>\uff1a\u5c06\u4e0d\u540c\u6a21\u578b\u7684\u8fd4\u56de\u7ed3\u679c\u7edf\u4e00\u683c\u5f0f\u540e\u56de\u4f20\u7ed9\u7ec8\u7aef\uff0c\u5bf9\u5ba2\u6237\u7aef\u5b8c\u5168\u900f\u660e\u3002<br>\u8def\u7531\u7b56\u7565\u914d\u7f6e\u793a\u4f8b<br>yaml<br><br><br><br><br><code>model_routing: - rule: sensitive-core-data match: content_contains: [\"\u6838\u5fc3\u7b97\u6cd5\", \"\u7528\u6237\u9690\u79c1\u6570\u636e\", \"\u8d22\u52a1\u6838\u5fc3\u62a5\u8868\", \"\u672a\u516c\u5f00\u65b9\u6848\"] target: local-qwen-72b-int4 - rule: normal-rd match: department: [\"\u540e\u7aef\u7814\u53d1\u90e8\", \"\u6d4b\u8bd5\u90e8\", \"\u8fd0\u7ef4\u90e8\"] target: claude-3-5-sonnet - default: gpt-4o-mini<\/code><br><br><br>4.1.4 \u672c\u5730\u9690\u79c1\u8131\u654f\u5c42\uff1a\u6280\u672f\u5b9e\u73b0\u7ec6\u8282<br>\u53cc\u5f15\u64ce\u654f\u611f\u4fe1\u606f\u8bc6\u522b<br>\u91c7\u7528 \u201c\u6b63\u5219\u7cbe\u51c6\u5339\u914d + \u8f7b\u91cf\u8bed\u4e49\u8bc6\u522b\u201d \u53cc\u5f15\u64ce\uff0c\u517c\u987e\u7ed3\u6784\u5316\u5b57\u6bb5\u7684\u51c6\u786e\u7387\u4e0e\u975e\u7ed3\u6784\u5316\u4fe1\u606f\u7684\u53ec\u56de\u7387\uff1a<br><strong>\u6b63\u5219\u5339\u914d\u5f15\u64ce<\/strong>\uff1a\u7cbe\u51c6\u8bc6\u522b\u7ed3\u6784\u5316\u654f\u611f\u5b57\u6bb5\uff0c\u5305\u62ec Windows\/Linux \u672c\u5730\u8def\u5f84\u3001\u5185\u5916\u7f51 IP \u5730\u5740\u3001\u5404\u7c7b\u5bc6\u94a5\u4ee4\u724c\uff08AK\/SK\u3001JWT\u3001API Key\uff09\u3001Git \u63d0\u4ea4\u54c8\u5e0c\u3001\u5185\u90e8\u9879\u76ee\u4ee3\u53f7\u3001\u5458\u5de5\u5de5\u53f7\u7b49\uff0c\u5339\u914d\u51c6\u786e\u7387\u63a5\u8fd1 100%\u3002<br><strong>\u8bed\u4e49\u8bc6\u522b\u5f15\u64ce<\/strong>\uff1a\u57fa\u4e8e\u672c\u5730\u90e8\u7f72\u7684\u5c0f\u53c2\u6570\u6587\u672c\u5206\u7c7b\u6a21\u578b\uff0c\u8bc6\u522b\u975e\u7ed3\u6784\u5316\u654f\u611f\u4fe1\u606f\uff0c\u4f8b\u5982\u4e1a\u52a1\u6838\u5fc3\u903b\u8f91\u63cf\u8ff0\u3001\u5185\u90e8\u63a5\u53e3\u6587\u6863\u7247\u6bb5\u3001\u672a\u516c\u5f00\u7684\u8fd0\u8425\u6570\u636e\u7b49\uff0c\u5f25\u8865\u6b63\u5219\u65e0\u6cd5\u8986\u76d6\u7684\u6a21\u7cca\u573a\u666f\u3002<br>\u5206\u7ea7\u8131\u654f\u5904\u7406\u7b56\u7565<br>\u9488\u5bf9\u4e0d\u540c\u7c7b\u578b\u7684\u654f\u611f\u4fe1\u606f\uff0c\u91c7\u7528\u5dee\u5f02\u5316\u5904\u7406\u65b9\u5f0f\uff0c\u5728\u4fdd\u969c\u9690\u79c1\u7684\u524d\u63d0\u4e0b\u5c3d\u91cf\u4fdd\u7559\u6a21\u578b\u6240\u9700\u7684\u4e0a\u4e0b\u6587\u8bed\u4e49\uff1a<br><strong>\u6cdb\u5316\u66ff\u6362<\/strong>\uff1a\u5bf9\u672c\u5730\u8def\u5f84\u3001\u7528\u6237\u540d\u3001\u76ee\u5f55\u7ed3\u6784\u7b49\u4fe1\u606f\u505a\u6cdb\u5316\u5904\u7406\uff0c\u4f8b\u5982\u5c06<code>\/home\/zhangsan\/project\/internal-core<\/code>\u66ff\u6362\u4e3a<code>\/workspace\/project<\/code>\uff0c\u4fdd\u7559\u8def\u5f84\u5c42\u7ea7\u7ed3\u6784\uff0c\u6d88\u9664\u771f\u5b9e\u8eab\u4efd\u4e0e\u9879\u76ee\u4fe1\u606f\u3002<br><strong>\u63a9\u7801\u5c4f\u853d<\/strong>\uff1a\u5bf9\u5bc6\u94a5\u3001\u624b\u673a\u53f7\u3001IP \u5730\u5740\u7b49\u5b57\u6bb5\u505a\u63a9\u7801\u5904\u7406\uff0c\u4ec5\u4fdd\u7559\u524d\u540e\u51e0\u4f4d\u683c\u5f0f\u7279\u5f81\uff0c\u65e2\u4e0d\u5f71\u54cd\u6a21\u578b\u5224\u65ad\u5b57\u6bb5\u7c7b\u578b\uff0c\u4e5f\u4e0d\u4f1a\u6cc4\u9732\u771f\u5b9e\u503c\u3002<br><strong>\u5b57\u6bb5\u79fb\u9664<\/strong>\uff1a\u5bf9 Git \u63d0\u4ea4\u8bb0\u5f55\u3001\u4ed3\u5e93\u5b8c\u6574\u72b6\u6001\u3001\u7cfb\u7edf\u5b8c\u6574\u73af\u5883\u4fe1\u606f\u7b49\u975e\u5fc5\u8981\u5b57\u6bb5\uff0c\u76f4\u63a5\u4ece\u8bf7\u6c42\u4f53\u4e2d\u5220\u9664\uff0c\u4e0d\u5411\u6a21\u578b\u4fa7\u4f20\u8f93\u4efb\u4f55\u5197\u4f59\u9690\u79c1\u6570\u636e\u3002<br>\u5168\u94fe\u8def\u5ba1\u8ba1\u80fd\u529b<br>\u6240\u6709\u8131\u654f\u64cd\u4f5c\u5168\u7a0b\u7559\u75d5\uff0c\u5ba1\u8ba1\u65e5\u5fd7\u5305\u542b\u8bf7\u6c42\u552f\u4e00 ID\u3001\u7528\u6237\u8eab\u4efd\u6807\u8bc6\u3001\u539f\u59cb\u654f\u611f\u5b57\u6bb5\u3001\u8131\u654f\u540e\u5185\u5bb9\u3001\u64cd\u4f5c\u65f6\u95f4\u3001\u547d\u4e2d\u89c4\u5219 ID\uff0c\u652f\u6301\u6309\u7528\u6237\u3001\u65f6\u95f4\u3001\u654f\u611f\u7c7b\u578b\u591a\u7ef4\u5ea6\u56de\u6eaf\u67e5\u8be2\uff0c\u6ee1\u8db3\u7b49\u4fdd 2.0 \u4e09\u7ea7\u5ba1\u8ba1\u8981\u6c42\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">4.1.2 \u52a8\u6001\u4e0a\u4e0b\u6587\u6cbb\u7406\u6a21\u5757\uff1a\u9632\u5fa1\u4e0a\u4e0b\u6587\u6df9\u6ca1\u653b\u51fb<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u843d\u5730\u76ee\u6807<\/strong>\uff1a\u4ece\u94fe\u8def\u5c42\u89e3\u51b3\u957f\u4e0a\u4e0b\u6587\u4e0b\u5b89\u5168\u6307\u4ee4\u88ab\u7a00\u91ca\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6280\u672f\u5b9e\u73b0\uff1a\u57fa\u4e8e OpenClaw \u7684\u4e0a\u4e0b\u6587\u7ba1\u7406\u7ec4\u4ef6\uff0c\u5b9e\u65f6\u76d1\u63a7\u6bcf\u8f6e\u8bf7\u6c42\u7684\u4e0a\u4e0b\u6587 token \u5206\u5e03\uff0c\u52a8\u6001\u8ba1\u7b97\u5b89\u5168\u6307\u4ee4\u7684\u6ce8\u610f\u529b\u5360\u6bd4\u3002\u5f53\u5360\u6bd4\u4f4e\u4e8e\u9884\u8bbe\u9608\u503c\u65f6\uff0c\u81ea\u52a8\u5728\u8bf7\u6c42\u672b\u5c3e\u8865\u5145\u9ad8\u6743\u91cd\u5b89\u5168\u63d0\u9192\uff0c\u52a0\u56fa\u89c4\u5219\u7ea6\u675f\u529b\u3002<\/li>\n\n\n\n<li>\u914d\u5957\u673a\u5236\uff1a\u5185\u7f6e\u4e0a\u4e0b\u6587\u667a\u80fd\u6e05\u6d17\u903b\u8f91\uff0c\u81ea\u52a8\u8fc7\u6ee4\u5197\u4f59\u5bf9\u8bdd\u4e0e\u65e0\u6548\u4fe1\u606f\uff0c\u4fdd\u7559\u6838\u5fc3\u6307\u4ee4\u4e0e\u5173\u952e\u4e1a\u52a1\u4e0a\u4e0b\u6587\uff0c\u907f\u514d\u65e0\u6548\u6570\u636e\u6324\u5360\u6ce8\u610f\u529b\u8d44\u6e90\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">4.1.3 \u591a\u6a21\u578b\u7edf\u4e00\u8c03\u5ea6\u7f51\u5173\uff1a\u6d88\u89e3\u591a\u5c42\u6ce8\u5165\u98ce\u9669<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u843d\u5730\u76ee\u6807<\/strong>\uff1a\u7edf\u4e00\u4f01\u4e1a\u6240\u6709 AI \u5de5\u5177\u7684\u8bbf\u95ee\u5165\u53e3\uff0c\u675c\u7edd\u7b2c\u4e09\u65b9\u4ee3\u7406\u7ed5\u8fc7\u7ba1\u63a7\u7684\u98ce\u9669\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6280\u672f\u5b9e\u73b0\uff1a\u57fa\u4e8e OpenClaw \u7684\u591a\u6a21\u578b\u8def\u7531\u80fd\u529b\uff0c\u642d\u5efa\u4f01\u4e1a\u7edf\u4e00 AI \u8bbf\u95ee\u7f51\u5173\uff0c\u6240\u6709\u7ec8\u7aef AI \u5de5\u5177\u7684\u8bf7\u6c42\u5fc5\u987b\u7ecf\u8fc7\u7f51\u5173\u8f6c\u53d1\u3002\u5728\u7f51\u5173\u5c42\u7edf\u4e00\u6ce8\u5165\u4f01\u4e1a\u7ea7\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e0e\u5b89\u5168\u7b56\u7565\uff0c\u5c4f\u853d\u7ec8\u7aef\u5de5\u5177\u81ea\u5e26\u7684\u7cfb\u7edf\u63d0\u793a\u8bcd\uff0c\u4ece\u6839\u6e90\u4e0a\u907f\u514d\u53cc\u91cd\u6ce8\u5165\u5bfc\u81f4\u7684\u5b89\u5168\u964d\u7ea7\u3002<\/li>\n\n\n\n<li>\u8c03\u5ea6\u7b56\u7565\uff1a\u5b9e\u73b0\u654f\u611f\u4efb\u52a1\u81ea\u52a8\u8c03\u5ea6\u81f3\u672c\u5730\u79c1\u6709\u5316\u5927\u6a21\u578b\uff0c\u666e\u901a\u7814\u53d1\u4efb\u52a1\u8c03\u5ea6\u81f3\u4e91\u7aef\u5927\u6a21\u578b\uff0c\u5728\u4fdd\u969c\u6570\u636e\u5b89\u5168\u7684\u524d\u63d0\u4e0b\u517c\u987e\u4f7f\u7528\u6548\u7387\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">4.1.4 \u672c\u5730\u9690\u79c1\u8131\u654f\u5c42\uff1a\u963b\u65ad\u9690\u5f0f\u6570\u636e\u4e0a\u62a5<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u843d\u5730\u76ee\u6807<\/strong>\uff1a\u9632\u6b62\u5ba2\u6237\u7aef\u9690\u5f0f\u4e0a\u4f20\u4f01\u4e1a\u5185\u90e8\u654f\u611f\u4fe1\u606f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6280\u672f\u5b9e\u73b0\uff1a\u57fa\u4e8e OpenClaw \u7684\u8bf7\u6c42\u9884\u5904\u7406\u63d2\u4ef6\uff0c\u5728\u6570\u636e\u51fa\u57df\u524d\u6267\u884c\u5168\u91cf\u8131\u654f\u3002\u81ea\u52a8\u8bc6\u522b\u8bf7\u6c42\u4e2d\u7684\u672c\u5730\u8def\u5f84\u3001\u7cfb\u7edf\u7528\u6237\u540d\u3001Git \u63d0\u4ea4\u8bb0\u5f55\u3001\u5185\u90e8\u9879\u76ee\u6807\u8bc6\u7b49\u654f\u611f\u4fe1\u606f\uff0c\u901a\u8fc7\u6cdb\u5316\u66ff\u6362\u3001\u5b57\u6bb5\u5c4f\u853d\u7684\u65b9\u5f0f\u5b8c\u6210\u8131\u654f\u540e\u518d\u8f6c\u53d1\u3002<\/li>\n\n\n\n<li>\u5ba1\u8ba1\u80fd\u529b\uff1a\u5168\u91cf\u8bb0\u5f55\u6240\u6709\u5916\u53d1\u6570\u636e\u7684\u8131\u654f\u65e5\u5fd7\uff0c\u6ee1\u8db3\u7b49\u4fdd\u5408\u89c4\u4e0e\u6570\u636e\u5ba1\u8ba1\u8981\u6c42\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4.2 \u591a\u7c7b AI \u667a\u80fd\u573a\u666f\u7684\u5b89\u5168\u843d\u5730\u65b9\u6848<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9664\u4e86 AI \u4ee3\u7801\u52a9\u624b\u573a\u666f\uff0cAI \u5b89\u5168\u7ba1\u63a7\u4f53\u7cfb\u8fd8\u53ef\u5ef6\u4f38\u81f3\u66f4\u591a\u4f01\u4e1a AI \u843d\u5730\u573a\u666f\uff0c\u5f62\u6210\u7edf\u4e00\u7684\u5b89\u5168\u80fd\u529b\u5e95\u5ea7\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">4.2.1 \u4f01\u4e1a AI 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