{"id":87110,"date":"2026-07-29T19:56:23","date_gmt":"2026-07-29T11:56:23","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/87110.html"},"modified":"2026-07-29T19:56:23","modified_gmt":"2026-07-29T11:56:23","slug":"%e3%80%90agent%e5%ae%9e%e8%b7%b5%e3%80%91%e6%b8%90%e8%bf%9b%e5%bc%8f%e6%99%ba%e8%83%bd%e5%8c%96%e5%bb%ba%e8%ae%be","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/87110.html","title":{"rendered":"\u3010agent\u5b9e\u8df5\u3011\u6e10\u8fdb\u5f0f\u667a\u80fd\u5316\u5efa\u8bbe"},"content":{"rendered":"<h5>\u6838\u5fc3\u7406\u5ff5&#xff1a;\u4ece\u201c\u7a33\u5b9a\u6570\u636e\u201d\u5230\u201c\u7a33\u5b9a\u52a8\u4f5c\u201d\u518d\u5230\u201c\u7a33\u5b9a\u51b3\u7b56\u201d<\/h5>\n<p>\u5728 OpenClaw \u7684\u67b6\u6784\u4e2d&#xff0c;Memory&#xff08;\u8bb0\u5fc6\u5e93&#xff09; \u63d0\u4f9b\u4e8b\u5b9e\u6027\u77e5\u8bc6&#xff0c;Skill&#xff08;\u6280\u80fd&#xff09; \u5c01\u88c5\u786e\u5b9a\u6027\u6d41\u7a0b&#xff0c;\u5b50 Agent&#xff08;\u5b50\u667a\u80fd\u4f53&#xff09; \u8d1f\u8d23\u590d\u6742\u63a8\u7406\u4e0e\u4efb\u52a1\u7f16\u6392\u3002\u4e09\u8005\u4e4b\u95f4\u5b58\u5728\u660e\u786e\u7684\u4f9d\u8d56\u94fe&#xff1a;<\/p>\n<ul>\n<li>\u8bb0\u5fc6\u662f\u201c\u539f\u6599\u201d \u2014\u2014 \u6ca1\u6709\u9ad8\u8d28\u91cf\u7684\u5386\u53f2\u7ecf\u9a8c&#xff0c;\u540e\u7eed\u6240\u6709\u81ea\u52a8\u5316\u90fd\u662f\u201c\u65e0\u6839\u4e4b\u6728\u201d\u3002<\/li>\n<li>\u6280\u80fd\u662f\u201c\u5de5\u5177\u201d \u2014\u2014 \u5c06\u91cd\u590d\u64cd\u4f5c\u56fa\u5316\u4e3a\u53ef\u590d\u7528\u6a21\u5757&#xff0c;\u662f\u964d\u4f4e\u4eba\u5de5\u6210\u672c\u7684\u6700\u5c0f\u5355\u5143\u3002<\/li>\n<li>\u5b50 Agent \u662f\u201c\u5927\u8111\u201d \u2014\u2014 \u5b83\u5fc5\u987b\u4f9d\u8d56\u7a33\u5b9a\u7684\u8bb0\u5fc6\u68c0\u7d22\u548c\u6280\u80fd\u8c03\u7528\u624d\u80fd\u505a\u51fa\u53ef\u9760\u51b3\u7b56&#xff0c;\u8fc7\u65e9\u5f15\u5165\u4f1a\u5bfc\u81f4\u9519\u8bef\u6839\u6e90\u96be\u4ee5\u5b9a\u4f4d\u3002<\/li>\n<\/ul>\n<p>\u56e0\u6b64&#xff0c;\u5b9e\u65bd\u8def\u5f84\u5fc5\u987b\u4e25\u683c\u9075\u5faa \u201c\u6570\u636e\u5148\u884c \u2192 \u52a8\u4f5c\u56fa\u5316 \u2192 \u6548\u679c\u9a8c\u8bc1 \u2192 \u667a\u80fd\u7f16\u6392\u201d \u7684\u6b21\u5e8f&#xff0c;\u6bcf\u4e00\u6b65\u90fd\u6709\u660e\u786e\u7684\u8fdb\u5165\/\u9000\u51fa\u6807\u51c6&#xff0c;\u786e\u4fdd\u590d\u5229\u6548\u5e94\u9010\u7ea7\u653e\u5927\u3002<\/p>\n<hr \/>\n<h4>\u6b65\u9aa4 01&#xff5c;\u7b5b\u9009\u9ad8\u4ef7\u503c\u7ecf\u9a8c&#xff08;Memory \u51c6\u5165\u7b56\u7565&#xff09;<\/h4>\n<p>\u76ee\u7684&#xff1a;\u907f\u514d\u8bb0\u5fc6\u5e93\u6ca6\u4e3a\u201c\u5783\u573e\u573a\u201d&#xff0c;\u53ea\u6c89\u6dc0\u9ad8\u9891\u3001\u7a33\u5b9a\u3001\u53ef\u6cdb\u5316\u7684\u77e5\u8bc6\u3002<\/p>\n<p>OpenClaw \u7684 Memory \u91c7\u7528\u5411\u91cf\u68c0\u7d22 &#043; \u6807\u7b7e\u8fc7\u6ee4\u673a\u5236\u3002\u82e5\u4e0d\u8bbe\u51c6\u5165\u89c4\u5219&#xff0c;\u7cfb\u7edf\u4f1a\u5b58\u50a8\u5927\u91cf\u4f4e\u9891\u6216\u4e0a\u4e0b\u6587\u654f\u611f\u7684\u4fe1\u606f&#xff0c;\u4e0d\u4ec5\u5360\u7528\u5b58\u50a8&#xff0c;\u66f4\u4f1a\u6c61\u67d3\u68c0\u7d22\u7ed3\u679c&#xff08;\u566a\u58f0\u547d\u4e2d\u7387\u4e0a\u5347&#xff09;\u3002\u901a\u8fc7\u89c2\u5bdf\u5668&#xff08;Observer&#xff09;\u7edf\u8ba1\u4f7f\u7528\u9891\u6b21&#xff0c;\u7ed3\u5408\u4eba\u5de5\u590d\u6838&#xff0c;\u53ef\u786e\u4fdd\u521d\u59cb\u8bb0\u5fc6\u96c6\u9ad8\u5ea6\u7cbe\u70bc\u3002<\/p>\n<p>\u64cd\u4f5c\u7ec6\u8282&#xff1a;<\/p>\n<ul>\n<li>\u5f00\u542f OpenClaw \u7684 trace \u6a21\u5f0f&#xff0c;\u6536\u96c6 \u8fc7\u53bb 2 \u5468 \u6240\u6709\u7528\u6237\u4ea4\u4e92\u65e5\u5fd7\u3002<\/li>\n<li>\u4f7f\u7528\u5185\u7f6e\u805a\u5408\u5de5\u5177&#xff0c;\u6309 \u95ee\u9898\u6a21\u677f\u76f8\u4f3c\u5ea6 \u548c \u64cd\u4f5c\u6307\u4ee4\u5e8f\u5217 \u805a\u7c7b&#xff0c;\u8f93\u51fa\u91cd\u590d\u51fa\u73b0 \u22653 \u6b21\u7684\u4e8b\u9879\u5217\u8868\u3002<\/li>\n<li>\u4eba\u5de5\u7b5b\u9009\u5176\u4e2d \u7ed3\u8bba\u786e\u5b9a\u6027\u9ad8&#xff08;\u5982\u201c\u91cd\u542f A \u670d\u52a1\u540e\u9700\u7b49\u5f85 10 \u79d2\u518d\u68c0\u67e5\u65e5\u5fd7\u201d&#xff09;\u4e14 \u4e0d\u4f9d\u8d56\u5f53\u524d\u4e0a\u4e0b\u6587 \u7684\u4e8b\u9879&#xff0c;\u6253\u4e0a #persist \u6807\u7b7e&#xff0c;\u5199\u5165 Memory Store\u3002<\/li>\n<li>\u4e3a\u6bcf\u6761\u8bb0\u5fc6\u8bbe\u7f6e \u6709\u6548\u671f\u9650&#xff08;\u5982 90 \u5929&#xff09;&#xff0c;\u907f\u514d\u8fc7\u65f6\u4fe1\u606f\u957f\u671f\u6b8b\u7559\u3002<\/li>\n<\/ul>\n<p>\u9a8c\u6536\u6807\u51c6&#xff1a;<\/p>\n<ul>\n<li>\u5019\u9009\u8bb0\u5fc6\u6761\u76ee \u226420 \u6761&#xff0c;\u4e14\u6bcf\u6761\u5747\u901a\u8fc7\u56e2\u961f\u5185\u81f3\u5c11 2 \u4eba\u786e\u8ba4\u6709\u6548\u3002<\/li>\n<li>\u5728 OpenClaw \u6d4b\u8bd5\u73af\u5883\u4e2d&#xff0c;\u968f\u673a\u62bd\u53d6 5 \u4e2a\u672a\u6765\u67e5\u8be2&#xff0c;Memory \u68c0\u7d22\u547d\u4e2d\u7387&#xff08;\u51c6\u786e\u53ec\u56de&#xff09;\u2265 80%\u3002<\/li>\n<\/ul>\n<hr \/>\n<h4>\u6b65\u9aa4 02&#xff5c;\u4ece\u201c\u5355\u52a8\u4f5c\u6280\u80fd\u201d\u8d77\u6b65&#xff08;Skill MVP \u8bbe\u8ba1&#xff09;<\/h4>\n<p>\u76ee\u7684&#xff1a;\u5feb\u901f\u9a8c\u8bc1\u81ea\u52a8\u5316\u53ef\u884c\u6027&#xff0c;\u7528\u6700\u5c0f\u6210\u672c\u8dd1\u901a\u201c\u8f93\u5165 \u2192 \u5904\u7406 \u2192 \u8f93\u51fa\u201d\u95ed\u73af\u3002<\/p>\n<p>OpenClaw \u7684 Skill \u662f \u53c2\u6570\u5316\u7684\u53ef\u6267\u884c\u5267\u672c&#xff0c;\u652f\u6301 YAML \u5b9a\u4e49\u3002\u521d\u671f\u82e5\u8bbe\u8ba1\u8fc7\u591a\u6761\u4ef6\u5206\u652f\u6216\u4f9d\u8d56\u5916\u90e8\u7cfb\u7edf&#xff0c;\u4f1a\u589e\u52a0\u8c03\u8bd5\u96be\u5ea6\u3002\u5e94\u9009\u62e9 \u903b\u8f91\u7ebf\u6027\u3001\u6b65\u9aa4\u6e05\u6670 \u7684\u9ad8\u9891\u64cd\u4f5c&#xff0c;\u4f7f\u5f97\u6210\u529f\u7387\u5bb9\u6613\u8fbe\u6210&#xff0c;\u4e3a\u540e\u7eed\u6269\u5c55\u79ef\u7d2f\u4fe1\u5fc3\u3002<\/p>\n<p>\u64cd\u4f5c\u7ec6\u8282&#xff1a;<\/p>\n<ul>\n<li>\u4ece\u4e0a\u4e00\u6b65\u7684\u8bb0\u5fc6\u5019\u9009\u6e05\u5355\u4e2d&#xff0c;\u6311\u9009 \u8f93\u5165\u8f93\u51fa\u6700\u660e\u786e \u7684\u4e00\u9879&#xff08;\u4f8b\u5982\u201c\u751f\u6210\u6bcf\u65e5\u5065\u5eb7\u68c0\u67e5\u62a5\u544a\u201d&#xff09;\u3002<\/li>\n<li>\u5728 OpenClaw Studio \u4e2d\u521b\u5efa Skill&#xff1a;\n<ul>\n<li>\u5b9a\u4e49 trigger&#xff08;\u5173\u952e\u8bcd \/dailycheck \u6216\u5b9a\u65f6\u89e6\u53d1&#xff09;\u3002<\/li>\n<li>\u7f16\u5199 steps&#xff1a;\u4ec5\u5305\u542b \u22643 \u4e2a\u987a\u5e8f\u52a8\u4f5c&#xff08;\u5982 \u83b7\u53d6 CPU \u4f7f\u7528\u7387 \u2192 \u83b7\u53d6\u5185\u5b58\u4f7f\u7528\u7387 \u2192 \u62fc\u63a5\u6210 Markdown \u8868\u683c&#xff09;\u3002<\/li>\n<li>\u8bbe\u7f6e validation&#xff1a;\u68c0\u67e5\u8f93\u51fa\u662f\u5426\u5305\u542b\u9884\u671f\u7684\u8868\u5934&#xff0c;\u4e14\u6570\u503c\u8303\u56f4\u4e3a\u5408\u7406\u533a\u95f4\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u624b\u52a8\u89e6\u53d1 10 \u6b21&#xff0c;\u8bb0\u5f55\u6bcf\u6b21\u6267\u884c\u7ed3\u679c&#xff0c;\u4fee\u6b63\u53c2\u6570\u9ed8\u8ba4\u503c\u548c\u5f02\u5e38\u6355\u83b7\u903b\u8f91\u3002<\/li>\n<li>\u6295\u5165\u8bd5\u7528&#xff0c;\u5f00\u653e\u7ed9 3~5 \u4e2a\u5185\u90e8\u7528\u6237\u4f7f\u7528\u4e00\u5468\u3002<\/li>\n<\/ul>\n<p>\u9a8c\u6536\u6807\u51c6&#xff1a;<\/p>\n<ul>\n<li>\u8fde\u7eed\u8fd0\u884c 10 \u6b21&#xff0c;\u6210\u529f\u7387 \u226590%&#xff08;\u65e0\u4eba\u5de5\u4fee\u6b63&#xff09;\u3002<\/li>\n<li>\u5e73\u5747\u6267\u884c\u8017\u65f6 \u2264 \u539f\u4eba\u5de5\u64cd\u4f5c\u7684 1\/3\u3002<\/li>\n<\/ul>\n<hr \/>\n<h4>\u6b65\u9aa4 03&#xff5c;\u91cf\u5316\u590d\u5229\u6548\u5e94&#xff08;\u76d1\u63a7 Memory \u547d\u4e2d\u7387 &amp; Skill \u8282\u7701\u65f6\u95f4&#xff09;<\/h4>\n<p>\u76ee\u7684&#xff1a;\u7528\u6570\u636e\u5224\u65ad\u201c\u6c89\u6dc0\u201d\u662f\u5426\u771f\u6b63\u4ea7\u751f\u4e86\u56de\u62a5&#xff0c;\u800c\u975e\u4ec5\u4ec5\u201c\u81ea\u52a8\u5316\u4e86\u4f4e\u6548\u6d41\u7a0b\u201d\u3002<\/p>\n<p>OpenClaw \u5185\u7f6e\u53ef\u89c2\u6d4b\u9762\u677f&#xff0c;\u53ef\u8ffd\u8e2a\u6bcf\u6b21\u4efb\u52a1\u4e2d Memory \u7684\u8c03\u7528\u6b21\u6570\u3001\u547d\u4e2d\u7387&#xff0c;\u4ee5\u53ca Skill \u7684\u6267\u884c\u65f6\u957f\u4e0e\u4eba\u5de5\u4fee\u6b63\u6b21\u6570\u3002\u590d\u5229\u4f53\u73b0\u5728\u4e24\u65b9\u9762&#xff1a;<\/p>\n<ul>\n<li>\u6a2a\u5411\u590d\u7528&#xff1a;\u5df2\u6709\u8bb0\u5fc6\u88ab\u540e\u7eed\u4efb\u52a1\u68c0\u7d22\u5e76\u76f4\u63a5\u5f15\u7528&#xff0c;\u51cf\u5c11\u91cd\u590d\u67e5\u8be2&#xff1b;<\/li>\n<li>\u7eb5\u5411\u63d0\u6548&#xff1a;\u6280\u80fd\u6267\u884c\u65f6\u95f4\u663e\u8457\u4f4e\u4e8e\u4eba\u5de5\u64cd\u4f5c&#xff0c;\u4e14\u4fee\u6b63\u7387\u4f4e\u3002<br \/>\n\u82e5\u4e24\u9879\u6307\u6807\u4e0d\u8fbe\u6807&#xff0c;\u8bf4\u660e\u6c89\u6dc0\u7b56\u7565&#xff08;\u5982\u8bb0\u5fc6\u6807\u7b7e\u3001\u6280\u80fd\u53c2\u6570&#xff09;\u5b58\u5728\u504f\u5dee&#xff0c;\u9700\u8c03\u6574\u9608\u503c\u6216\u63d0\u793a\u8bcd&#xff0c;\u800c\u975e\u76f2\u76ee\u589e\u52a0\u65b0\u6280\u80fd\u3002<\/li>\n<\/ul>\n<p>\u64cd\u4f5c\u7ec6\u8282&#xff1a;<\/p>\n<ul>\n<li>\u8fd0\u884c 2~4 \u5468&#xff0c;\u6bcf\u65e5\u8bb0\u5f55\u4ee5\u4e0b\u4e09\u9879\u5173\u952e\u6307\u6807&#xff08;\u53d6\u5468\u5e73\u5747\u503c&#xff09;&#xff1a;\n<ul>\n<li>\u8bb0\u5fc6\u547d\u4e2d\u7387 &#061; \u88ab\u68c0\u7d22\u5230\u7684\u8bb0\u5fc6\u6761\u6570 \/ \u603b\u8bb0\u5fc6\u6761\u6570&#xff08;\u76ee\u6807 \u226540%&#xff09;&#xff0c;\u6ce8\u610f\u8fd9\u91cc\u7684\u201c\u88ab\u68c0\u7d22\u5230\u201d\u6307\u5728\u4efb\u52a1\u4e0a\u4e0b\u6587\u4e2d\u88ab\u53ec\u56de\u5e76\u5b9e\u9645\u4f7f\u7528\u4e86\u81f3\u5c11\u4e00\u6b21\u3002<\/li>\n<li>\u6280\u80fd\u8017\u65f6\u8282\u7701\u7387 &#061; (\u539f\u4eba\u5de5\u8017\u65f6 \u2212 \u6280\u80fd\u5e73\u5747\u8017\u65f6) \/ \u539f\u4eba\u5de5\u8017\u65f6&#xff08;\u76ee\u6807 \u226550%&#xff09;\u3002<\/li>\n<li>\u6280\u80fd\u4eba\u5de5\u4fee\u6b63\u7387 &#061; \u6267\u884c\u540e\u9700\u4eba\u5de5\u6539\u5199\u7684\u6b21\u6570 \/ \u603b\u6267\u884c\u6b21\u6570&#xff08;\u76ee\u6807 \u226410%&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u82e5\u67d0\u6307\u6807\u8fde\u7eed\u4e24\u5468\u672a\u8fbe\u6807&#xff0c;\u5229\u7528 OpenClaw \u7684 A\/B \u6d4b\u8bd5\u80fd\u529b&#xff0c;\u8c03\u6574&#xff1a;\n<ul>\n<li>Memory \u68c0\u7d22\u7684\u76f8\u4f3c\u5ea6\u9608\u503c&#xff08;\u964d\u4f4e\u9608\u503c\u53ef\u63d0\u9ad8\u53ec\u56de&#xff0c;\u4f46\u53ef\u80fd\u5f15\u5165\u566a\u58f0&#xff09;&#xff1b;<\/li>\n<li>Skill \u7684\u63d0\u793a\u8bcd\u6a21\u677f&#xff08;\u66f4\u660e\u786e\u8f93\u5165\u683c\u5f0f\u6216\u9519\u8bef\u5904\u7406&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u8c03\u6574\u540e\u518d\u89c2\u5bdf\u4e00\u5468&#xff0c;\u82e5\u4ecd\u4e0d\u8fbe\u6807&#xff0c;\u5219\u9700\u91cd\u65b0\u8bc4\u4f30\u8be5\u6280\u80fd\/\u8bb0\u5fc6\u7684\u4e1a\u52a1\u4ef7\u503c&#xff0c;\u51b3\u5b9a\u662f\u5426\u5e9f\u5f03\u6216\u91cd\u6784\u3002<\/li>\n<\/ul>\n<p>\u9a8c\u6536\u6807\u51c6&#xff1a;\u8bb0\u5fc6\u547d\u4e2d\u7387 \u226540% \u4e14 \u6280\u80fd\u8017\u65f6\u8282\u7701\u7387 \u226550%&#xff0c;\u4e14\u4e24\u9879\u6307\u6807\u8fde\u7eed\u4e24\u5468\u7a33\u5b9a\u8fbe\u6807\u3002<\/p>\n<hr \/>\n<h4>\u6b65\u9aa4 04&#xff5c;\u8c28\u614e\u5f15\u5165\u5b50 Agent&#xff08;\u4f9d\u8d56\u6210\u719f\u57fa\u5ea7&#xff09;<\/h4>\n<p>\u76ee\u7684&#xff1a;\u5229\u7528\u5b50 Agent \u5904\u7406\u8de8\u6280\u80fd\u3001\u591a\u6b65\u63a8\u7406\u7684\u590d\u6742\u4efb\u52a1&#xff0c;\u4f46\u4e0d\u589e\u52a0\u6392\u67e5\u96be\u5ea6\u3002<\/p>\n<p>OpenClaw \u7684\u5b50 Agent \u62e5\u6709\u72ec\u7acb\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u548c\u5de5\u5177\u96c6&#xff0c;\u9002\u5408\u6267\u884c \u9700\u8981\u89c4\u5212\u3001\u62c6\u89e3\u3001\u7ec4\u5408 \u7684\u4efb\u52a1\u3002\u4f46\u5b83\u4f1a\u5f15\u5165\u8c03\u7528\u94fe&#xff0c;\u82e5\u5e95\u5c42\u7684\u8bb0\u5fc6\u4e0d\u51c6\u786e\u6216\u6280\u80fd\u4e0d\u7a33\u5b9a&#xff0c;\u5b50 Agent \u7684\u9519\u8bef\u5c06\u96be\u4ee5\u8ffd\u8e2a&#xff08;\u53ef\u80fd\u6e90\u4e8e\u8bb0\u5fc6\u68c0\u7d22\u3001\u6280\u80fd\u6267\u884c\u6216 Agent \u89c4\u5212\u672c\u8eab&#xff09;\u3002\u56e0\u6b64&#xff0c;\u5fc5\u987b\u5728\u524d\u4e09\u6b65\u7a33\u56fa&#xff08;\u5373\u8bb0\u5fc6\u548c\u6280\u80fd\u5df2\u5f62\u6210\u575a\u5b9e\u57fa\u5ea7&#xff09;\u540e\u518d\u5f15\u5165\u3002<\/p>\n<p>\u64cd\u4f5c\u7ec6\u8282&#xff1a;<\/p>\n<ul>\n<li>\u524d\u7f6e\u68c0\u67e5&#xff1a;\u786e\u8ba4\u5df2\u6709 \u22653 \u4e2a\u7a33\u5b9a\u8fd0\u884c\u7684\u6280\u80fd&#xff0c;\u4e14\u8bb0\u5fc6\u547d\u4e2d\u7387\u7a33\u5b9a \u226550%\u3002<\/li>\n<li>\u9009\u62e9\u7b2c\u4e00\u4e2a\u5b50 Agent \u573a\u666f\u65f6&#xff0c;\u52a1\u5fc5 \u9650\u5b9a\u5176\u5de5\u5177\u8303\u56f4\u4ec5\u4e3a\u5df2\u6709\u6280\u80fd&#xff0c;\u4e0d\u5f15\u5165\u65b0\u7684\u5916\u90e8 API \u6216\u6570\u636e\u5e93\u67e5\u8be2&#xff0c;\u907f\u514d\u589e\u52a0\u53d8\u91cf\u3002<\/li>\n<li>\u5728 OpenClaw \u4e2d\u914d\u7f6e\u5b50 Agent&#xff1a;\n<ul>\n<li>\u5f00\u542f \u6c99\u7bb1\u6a21\u5f0f&#xff0c;\u8bbe\u7f6e\u6267\u884c\u8d85\u65f6&#xff08;\u5982 30 \u79d2&#xff09;\u548c\u6700\u5927\u8fed\u4ee3\u6b21\u6570&#xff08;\u5982 5 \u8f6e&#xff09;\u3002<\/li>\n<li>\u5f3a\u5236\u8f93\u51fa \u63a8\u7406\u65e5\u5fd7&#xff08;\u5305\u62ec\u6bcf\u4e00\u6b65\u8c03\u7528\u4e86\u54ea\u4e2a\u6280\u80fd\u3001\u8fd4\u56de\u4e86\u4ec0\u4e48\u7ed3\u679c&#xff09;&#xff0c;\u4fbf\u4e8e\u56de\u6eaf\u3002<\/li>\n<li>\u7ed1\u5b9a \u4eba\u5de5\u590d\u6838\u94a9\u5b50&#xff1a;\u5f53\u5b50 Agent \u7f6e\u4fe1\u5ea6\u4f4e\u4e8e\u9608\u503c&#xff08;\u5982 0.7&#xff09;\u65f6&#xff0c;\u6682\u505c\u6267\u884c\u5e76\u901a\u77e5\u4eba\u5de5\u5ba1\u6838\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u521d\u59cb\u4ec5\u5f00\u653e\u7ed9 2~3 \u4e2a\u8d44\u6df1\u7528\u6237\u8bd5\u7528&#xff0c;\u6536\u96c6\u53cd\u9988\u3002<\/li>\n<\/ul>\n<p>\u9a8c\u6536\u6807\u51c6&#xff1a;<\/p>\n<ul>\n<li>\u5b50 Agent \u5728\u6d4b\u8bd5\u4efb\u52a1\u4e0a\u7684\u9996\u6b21\u6210\u529f\u7387&#xff08;\u65e0\u9700\u4eba\u5de5\u5e72\u9884&#xff09;\u226570%\u3002<\/li>\n<li>\u6240\u6709\u5931\u8d25\u6848\u4f8b\u5747\u80fd\u901a\u8fc7\u63a8\u7406\u65e5\u5fd7\u6e05\u6670\u5b9a\u4f4d\u5230\u5177\u4f53\u6280\u80fd\u6216\u8bb0\u5fc6\u68c0\u7d22\u73af\u8282&#xff0c;\u4e14\u5b9a\u4f4d\u65f6\u95f4 \u22645 \u5206\u949f\u3002<\/li>\n<\/ul>\n<hr \/>\n<h4>\u603b\u7ed3&#xff1a;\u6e10\u8fdb\u5f0f\u5efa\u8bbe\u7684\u590d\u5229\u903b\u8f91<\/h4>\n<p>\u8bb0\u5fc6\u7a33\u5b9a\u6027 \u2192 \u6280\u80fd\u53ef\u9760\u6027 \u2192 \u5b50 Agent \u53ef\u89e3\u91ca\u6027<\/p>\n<p>\u53ea\u6709\u9010\u5c42\u592f\u5b9e&#xff0c;\u624d\u80fd\u5b9e\u73b0 \u201c\u8d8a\u7528\u8d8a\u806a\u660e\u201d \u7684\u6b63\u5faa\u73af\u3002OpenClaw 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span{color:#333;}#mermaid-svg-QSPPVP3sGeKLAmIv div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-QSPPVP3sGeKLAmIv .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-QSPPVP3sGeKLAmIv rect.text{fill:none;stroke-width:0;}#mermaid-svg-QSPPVP3sGeKLAmIv .icon-shape,#mermaid-svg-QSPPVP3sGeKLAmIv .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-QSPPVP3sGeKLAmIv .icon-shape p,#mermaid-svg-QSPPVP3sGeKLAmIv .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-QSPPVP3sGeKLAmIv .icon-shape .label rect,#mermaid-svg-QSPPVP3sGeKLAmIv .image-shape .label rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-QSPPVP3sGeKLAmIv .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-QSPPVP3sGeKLAmIv .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-QSPPVP3sGeKLAmIv :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u5426<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u662f<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u5426<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u662f<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u5426<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u662f<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u5426<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u662f<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5f00\u59cb<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6b65\u9aa401: \u7b5b\u9009\u9ad8\u4ef7\u503c\u7ecf\u9a8c<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6536\u96c6\u65e5\u5fd7 &amp; \u805a\u7c7b\u9ad8\u9891\u4e8b\u9879<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u4eba\u5de5\u590d\u6838 &amp; \u5199\u5165Memory<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u9a8c\u6536: \u547d\u4e2d\u7387\u226580%?<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6b65\u9aa402: \u521b\u5efa\u5355\u52a8\u4f5cSkill<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5b9a\u4e49trigger\/steps\/validation<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6d4b\u8bd510\u6b21 &amp; \u4fee\u6b63<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u9a8c\u6536: \u6210\u529f\u7387\u226590%?<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6b65\u9aa403: \u8fd0\u884c2~4\u5468\u76d1\u63a7<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u76d1\u6d4b\u547d\u4e2d\u7387\/\u8282\u7701\u7387\/\u4fee\u6b63\u7387<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u8fde\u7eed\u4e24\u5468\u8fbe\u6807?<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u8c03\u6574\u9608\u503c\u6216\u63d0\u793a\u8bcd<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6b65\u9aa404: \u5f15\u5165\u5b50Agent<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u524d\u7f6e\u68c0\u67e5: \u22653\u4e2a\u6280\u80fd &amp; \u547d\u4e2d\u7387\u226550%<\/p>\n<p><\/span><span 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