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Serve\/Funnel\u66b4\u9732\uff0c\u4e0d\u76f4\u63a5\u66b4\u9732\u7aef\u53e3\u3002<\/p>\n<h4><strong>\u56db\u5c42\u8bb0\u5fc6\u7cfb\u7edf<\/strong><\/h4>\n<p>\u8bb0\u5fc6\u662fOpenClaw\u533a\u522b\u4e8e\u666e\u901aChatbot\u7684\u6838\u5fc3\u80fd\u529b\u3002\u56db\u5c42\u8bb0\u5fc6\u4ece\u4e0d\u53ef\u53d8\u7684\u8eab\u4efd\u5185\u6838\u5230\u5b9e\u65f6\u5bf9\u8bdd\uff0c\u6784\u5efa\u5b8c\u6574\u7684\u4e0a\u4e0b\u6587\u8fde\u7eed\u6027\u3002<\/p>\n<ul>\n<li><strong>SOUL\u5c42\u5b58\u50a8\u5728SOUL.md\u6587\u4ef6\u4e2d<\/strong>\uff0c\u662f\u6c38\u4e45\u4e0d\u53ef\u53d8\u7684Agent\u4eba\u683c\u3001\u4ef7\u503c\u89c2\u3001\u6838\u5fc3\u8eab\u4efd\u5b9a\u4e49\uff0c\u521b\u5efa\u540e\u4e0d\u5e94\u88ab\u4fee\u6539\u3002<\/li>\n<li><strong>TOOLS\u5c42\u5305\u542bSkills\u548cExtensions<\/strong>\uff0c\u6309\u9700\u52a0\u8f7d\uff0c\u662f\u5f53\u524d\u53ef\u7528\u7684\u5de5\u5177\u548c\u6280\u80fd\u5217\u8868\uff0c\u968f\u5b89\u88c5\u548c\u52a0\u8f7d\u52a8\u6001\u53d8\u5316\u3002<\/li>\n<li><strong>USER\u5c42\u5b58\u50a8\u5728MEMORY.md\u548c\u5411\u91cf\u6570\u636e\u5e93\u4e2d<\/strong>\uff0c\u662f\u6301\u4e45\u5316\u7684\u7528\u6237\u504f\u597d\u3001\u51b3\u7b56\u3001\u5386\u53f2\u4e8b\u5b9e\uff0c\u652f\u6301\u8bed\u4e49\u641c\u7d22\u3002<\/li>\n<li><strong>Session\u5c42\u5b58\u50a8\u5728\u5185\u5b58\u548csessions.json\u4e2d<\/strong>\uff0c\u662f\u4f1a\u8bdd\u7ea7\u7684\u5f53\u524d\u5bf9\u8bdd\u5b9e\u65f6\u4e0a\u4e0b\u6587\uff0cToken\u8017\u5c3d\u65f6\u4f1a\u88ab\u538b\u7f29\u3002<\/li>\n<\/ul>\n<h4><strong>\u81ea\u52a8\u8bb0\u5fc6\u4fdd\u5b58\u673a\u5236<\/strong><\/h4>\n<p>\u5f53Session\u63a5\u8fd1Token\u9650\u5236\u65f6\uff08\u9ed8\u8ba4\u9608\u503c\u7ea64000 tokens\uff09\uff0cOpenClaw\u89e6\u53d1\u4e00\u4e2asilent agentic turn\uff08\u9759\u9ed8Agent\u56de\u5408\uff09\uff1a\u9996\u5148\u68c0\u6d4bToken\u7528\u91cf\u63a5\u8fd1\u4e0a\u9650\uff0c\u89e6\u53d1Pre-Compaction\u6d41\u7a0b\uff1bAgent\u5728\u540e\u53f0\u6267\u884c\u4e00\u4e2a\u9690\u85cfturn\uff0c\u5c06\u91cd\u8981\u8bb0\u5fc6\u5199\u5165MEMORY.md\u548cDaily Log\uff1b\u6700\u540e\u538b\u7f29\u4e0a\u4e0b\u6587\uff0c\u65e7\u6d88\u606f\u88ab\u538b\u7f29\u6216\u622a\u65ad\uff0c\u91ca\u653eToken\u7a7a\u95f4\u3002\u7528\u6237\u770b\u4e0d\u5230\u8fd9\u4e2a\u8fc7\u7a0b\uff08\u8fd4\u56deNO_REPLY\uff09\u3002<\/p>\n<p>\u8fd9\u4e2a\u673a\u5236\u4fdd\u8bc1\u4e86\u5373\u4f7f\u5bf9\u8bdd\u6781\u957f\uff0c\u5173\u952e\u4fe1\u606f\u4e0d\u4f1a\u968f\u7740\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u6ed1\u52a8\u4e22\u5931\u3002Claude Code\u7b49\u5de5\u5177\u7684\u4f1a\u8bdd\u7ed3\u675f\u540e\u4e0a\u4e0b\u6587\u5c31\u6d88\u5931\u4e86\uff0cOpenClaw\u901a\u8fc7\u6587\u4ef6\u7cfb\u7edf\u5b9e\u73b0\u4e86\u771f\u6b63\u7684\u6301\u4e45\u8bb0\u5fc6\u3002<\/p>\n<h4><strong>Agent\u5de5\u4f5c\u533a<\/strong><\/h4>\n<div class=\"paragraph\">\u6bcf\u4e2aAgent\u5728\u6587\u4ef6\u7cfb\u7edf\u4e2d\u6709\u4e00\u4e2a\u72ec\u7acb\u7684\u5de5\u4f5c\u533a\u76ee\u5f55\uff0c\u6240\u6709\u914d\u7f6e\u3001\u8bb0\u5fc6\u3001\u6280\u80fd\u90fd\u4ee5\u7eaf\u6587\u672c\u6587\u4ef6\u7684\u5f62\u5f0f\u5b58\u5728\u3002\u6838\u5fc3\u6587\u4ef6\u5305\u62ec\uff1a<\/div>\n<ul>\n<li>\n<div class=\"paragraph\"><strong>AGENTS.md<\/strong>\uff1aAgent\u7684\u8eab\u4efd\u5b9a\u4e49\u3001\u884c\u4e3a\u8fb9\u754c\u3001\u56de\u590d\u98ce\u683c\uff0c\u76f8\u5f53\u4e8esystem prompt\u7684\u6587\u4ef6\u5316\u7248\u672c\uff0c\u6bcf\u6b21Session\u542f\u52a8\u65f6\u52a0\u8f7d<\/div>\n<\/li>\n<li>\n<div class=\"paragraph\"><strong>SOUL.md<\/strong>\uff1a\u4e0d\u53ef\u53d8\u7684\u4eba\u683c\u5185\u6838\uff0c\u5b9a\u4e49Agent\u300c\u662f\u8c01\u300d\uff0c\u6bcf\u6b21Session\u542f\u52a8\u65f6\u52a0\u8f7d<\/div>\n<\/li>\n<li>\n<div class=\"paragraph\"><strong>USER.md<\/strong>\uff1a\u5173\u4e8e\u7528\u6237\u7684\u7ed3\u6784\u5316\u4fe1\u606f\uff08\u79f0\u547c\u3001\u504f\u597d\u3001\u5173\u7cfb\uff09\uff0cMain session\u542f\u52a8\u65f6\u52a0\u8f7d<\/div>\n<\/li>\n<li>\n<div class=\"paragraph\"><strong>MEMORY.md<\/strong>\uff1a\u957f\u671f\u8bb0\u5fc6\uff0cAgent\u5728\u5bf9\u8bdd\u4e2d\u4e3b\u52a8\u5199\u5165\u7684\u6301\u4e45\u5316\u4e8b\u5b9e\u548c\u51b3\u7b56\uff0c\u4ec5main session\u52a0\u8f7d<\/div>\n<\/li>\n<li>\n<div class=\"paragraph\"><strong>HEARTBEAT.md<\/strong>\uff1a\u5b9a\u4e49\u5b9a\u65f6\u4efb\u52a1\u548c\u4e3b\u52a8\u884c\u4e3a\uff08\u5982\u6bcf30\u5206\u949f\u68c0\u67e5\u4e00\u6b21\u4efb\u52a1\u72b6\u6001\uff09\uff0cGateway\u542f\u52a8\u65f6\u52a0\u8f7d<\/div>\n<\/li>\n<li>\n<div class=\"paragraph\"><strong class=\"\">memory\/<\/strong>\uff1aDaily Logs\u76ee\u5f55\uff0c\u6309\u65e5\u671f\u81ea\u52a8\u521b\u5efa\uff0cappend-only\u65b9\u5f0f\u5199\u5165\uff0c\u8bfb\u53d6\u4eca\u65e5+\u6628\u65e5\u65e5\u5fd7<\/div>\n<\/li>\n<li>\n<div class=\"paragraph\"><strong class=\"\">skills\/<\/strong>\uff1a\u5de5\u4f5c\u533a\u7ea7\u6280\u80fd\uff0c\u4f18\u5148\u7ea7\u6700\u9ad8\uff08\u9ad8\u4e8e\u5168\u5c40\u548c\u5185\u7f6e\u6280\u80fd\uff09\uff0cSession\u542f\u52a8\u65f6\u626b\u63cf<\/div>\n<\/li>\n<li>\n<div class=\"paragraph\"><strong>sessions.json<\/strong>\uff1a\u4f1a\u8bdd\u5143\u6570\u636e\u5b58\u50a8\uff0c\u8bb0\u5f55\u5404session\u7684\u72b6\u6001\u548c\u5386\u53f2\uff0c\u6309\u9700\u8bfb\u53d6<\/div>\n<\/li>\n<\/ul>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-73459 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/03\/openclaw-cps-3-1.png\"  alt=\"\" width=\"722\" height=\"285\" \/> <\/p>\n<div class=\"paragraph\">\u6240\u6709\u914d\u7f6e\u6587\u4ef6\u90fd\u662f\u7eafMarkdown\u6216JSON\u683c\u5f0f\uff0c\u53ef\u4ee5\u76f4\u63a5\u7528\u6587\u672c\u7f16\u8f91\u5668\u4fee\u6539\uff0c\u4e0d\u9700\u8981\u4efb\u4f55\u4e13\u7528\u5de5\u5177\u3002\u8fd9\u662fOpenClaw\u54f2\u5b66\u7684\u4f53\u73b0\uff1a\u4e00\u5207\u7686\u6587\u672c\u3002<\/div>\n<h4><strong>\u8bbe\u8ba1\u54f2\u5b66<\/strong><\/h4>\n<div class=\"paragraph\">OpenClaw\u7684\u6280\u672f\u9009\u62e9\u80cc\u540e\u6709\u4e00\u5957\u6e05\u6670\u7684\u8bbe\u8ba1\u54f2\u5b66\uff0c\u76f4\u63a5\u7ee7\u627f\u81eaUnix\u54f2\u5b66\uff1a\u5c0f\u5de5\u5177\u3001\u53ef\u7ec4\u5408\u3001\u6587\u672c\u6d41\u3002\u521b\u59cb\u4ebaPeter Steinberger\u7684\u89c2\u70b9\u5f88\u660e\u786e\uff1a\u300cCLI\u624d\u662f\u667a\u80fd\u4f53\u8fde\u63a5\u4e16\u754c\u7684\u7ec8\u6781\u63a5\u53e3\u3002\u300d\u4e0d\u9700\u8981\u4e3a\u6bcf\u4e2a\u670d\u52a1\u5199\u4e00\u4e2a\u96c6\u6210\uff0cAgent\u53ea\u8981\u80fd\u8fd0\u884c\u547d\u4ee4\u884c\uff0c\u5c31\u80fd\u64cd\u4f5c\u4e00\u5207\u3002<\/div>\n<div class=\"paragraph\">OpenClaw\u7684system prompt\u53ef\u80fd\u662f\u6240\u6709AI Agent\u6846\u67b6\u4e2d\u6700\u77ed\u7684\u3002\u6838\u5fc3\u5de5\u5177\u53ea\u67094\u4e2a\uff1aRead\uff08\u8bfb\u53d6\u6587\u4ef6\uff09\u3001Write\uff08\u5199\u5165\u6587\u4ef6\uff09\u3001Edit\uff08\u7f16\u8f91\u6587\u4ef6\uff09\u3001Bash\uff08\u6267\u884c\u547d\u4ee4\uff09\u3002\u8fd9\u4e0d\u662f\u529f\u80fd\u7f3a\u5931\uff0c\u800c\u662f\u523b\u610f\u4e3a\u4e4b\u30024\u4e2a\u5de5\u5177\u8db3\u4ee5\u8986\u76d6\u51e0\u4e4e\u6240\u6709\u64cd\u4f5c\u7cfb\u7edf\u7ea7\u522b\u7684\u4efb\u52a1\u3002\u66f4\u5c11\u7684\u5de5\u5177\u610f\u5473\u7740\u66f4\u77ed\u7684system prompt\u3001\u66f4\u5c11\u7684Token\u6d88\u8017\u3001\u66f4\u5feb\u7684\u54cd\u5e94\u3002<\/div>\n<h4><strong>\u53cdMCP\u7acb\u573a<\/strong><\/h4>\n<div class=\"paragraph\">MCP\uff08Model Context Protocol\uff09\u662fAnthropic\u63d0\u51fa\u7684\u5de5\u5177\u534f\u8bae\u6807\u51c6\u3002\u51e0\u4e4e\u6240\u6709AI Agent\u6846\u67b6\u90fd\u5728\u96c6\u6210MCP\uff0cOpenClaw\u6545\u610f\u4e0d\u652f\u6301\u3002<\/div>\n<div class=\"paragraph\"><strong>OpenClaw\u7684\u66ff\u4ee3\u65b9\u6848\u662f<\/strong>\uff1aAgent\u901a\u8fc7Bash\u5de5\u5177\u76f4\u63a5\u8c03\u7528CLI\u7a0b\u5e8f\uff0c\u4e0d\u9700\u8981\u4e2d\u95f4\u534f\u8bae\u5c42\uff1b\u5bf9\u4e8e\u786e\u5b9e\u9700\u8981MCP\u7684\u573a\u666f\uff0c\u901a\u8fc7\u5185\u7f6e\u7684mcporter\u6280\u80fd\u6865\u63a5\uff1b\u5f3a\u5236Agent\u81ea\u5df1\u6269\u5c55\u80fd\u529b\uff0c\u800c\u975e\u6d88\u8d39\u9884\u6784\u5efa\u7684MCP\u5de5\u5177\u96c6\u3002<\/div>\n<div class=\"paragraph\">OpenClaw Agent\u53ef\u5728\u8fd0\u884c\u65f6\u5199\u3001\u91cd\u8f7d\u3001\u6d4b\u8bd5\u81ea\u5df1\u7684\u6269\u5c55\u3002\u8fd9\u662f\u5b83\u770b\u8d77\u6765\u6bd4\u5176\u4ed6Agent\u300c\u66f4\u806a\u660e\u300d\u7684\u5173\u952e\u539f\u56e0\u4e4b\u4e00\uff1a\u9047\u5230\u4e0d\u4f1a\u7684\u64cd\u4f5c\u5c31\u5199\u4e00\u4e2askill\u6765\u5b8c\u6210\uff0c\u53d1\u73b0skill\u6709bug\u5c31\u4fee\u6539\u5e76\u91cd\u8f7d\uff0c\u5728\u5faa\u73af\u4e2d\u6301\u7eed\u6539\u8fdb\u81ea\u5df1\u7684\u5de5\u5177\u94fe\u3002<\/div>\n<div>\n<h2 class=\"\">\u90e8\u7f72\u65b9\u6848<\/h2>\n<h4><strong>\u90e8\u7f72\u65b9\u5f0f\u603b\u89c8<\/strong><\/h4>\n<div class=\"paragraph\">OpenClaw\u652f\u6301\u4ece\u672c\u5730\u5230\u4e91\u7aef\u7684\u591a\u79cd\u90e8\u7f72\u65b9\u5f0f\uff0c\u9009\u62e9\u54ea\u79cd\u53d6\u51b3\u4e8e\u6280\u672f\u6c34\u5e73\u3001\u9884\u7b97\u548c\u4f7f\u7528\u573a\u666f\u3002<\/div>\n<ul>\n<li class=\"paragraph\"><strong>\u672c\u5730\u5b89\u88c5<\/strong>\uff1a\u9002\u5408\u5f00\u53d1\u8005\u548c\u60f3\u5b8c\u5168\u638c\u63a7\u6570\u636e\u7684\u7528\u6237\uff0c\u9700\u8981Node.js 22+\uff0cmacOS\/Linux\u7528\u6237\u63a8\u8350\uff0c\u5b8c\u5168\u514d\u8d39\u4e0d\u5185\u7f6e\u6a21\u578b\uff0c\u96be\u5ea6\u8f83\u4f4e\u3002<\/li>\n<li class=\"paragraph\"><strong class=\"\">Docker\u90e8\u7f72<\/strong>\uff1a\u9002\u5408\u9700\u8981\u73af\u5883\u9694\u79bb\u3001\u65b9\u4fbf\u8fc1\u79fb\u3001\u6216\u5728\u670d\u52a1\u5668\u4e0a\u957f\u671f\u8fd0\u884c\u7684\u573a\u666f\uff0c\u9700\u8981Docker Engine\uff0c\u56fd\u5185\u9996\u9009\u4e14\u65b0\u624b\u53cb\u597d\uff0c\u4e0d\u5185\u7f6e\u6a21\u578b\uff0c\u96be\u5ea6\u4e2d\u7b49\u3002<\/li>\n<li class=\"paragraph\"><strong>\u56fd\u5185\u4e91\u5382\u5546\u4e00\u952e\u90e8\u7f72<\/strong>\uff1a\u5927\u591a\u6570\u56fd\u5185\u7528\u6237\u7684\u9996\u9009\uff0c\u6240\u6709\u4e3b\u6d41\u4e91\u5382\u5546\u90fd\u5df2\u652f\u6301\uff0c\u5dee\u5f02\u4e3b\u8981\u5728\u4ef7\u683c\u7b56\u7565\u548cIM\u751f\u6001\u96c6\u6210\u4e0a\u3002<\/li>\n<li class=\"paragraph\"><strong class=\"\">\u963f\u91cc\u4e91<\/strong>\uff1a\u56fd\u5185\u793e\u533a\u8d44\u6e90\u6700\u4e30\u5bcc\u7684\u5e73\u53f0\uff0c\u955c\u50cf\u9884\u88c5\uff0c\u5f00\u7bb1\u5373\u7528\u3002\u914d\u7f6e\u4e3a2vCPU+2GiB\u5185\u5b58+40GiB ESSD\u7cfb\u7edf\u76d8\uff0c\u9650\u65f6\u79d2\u6740\u4ef79.9\u5143\/\u6708\uff0c\u5305\u5e74\u5e38\u89c4\u4f18\u60e0\u4f4e\u81f368\u5143\/\u5e74\u3002\u9ed8\u8ba4\u5185\u7f6eqwen3.5-plus\u6a21\u578b\uff0c\u767e\u70bcCoding Plan Lite\u9996\u670810\u5143\uff0818,000\u6b21\/\u6708\uff09\u3002\u652f\u6301\u9489\u9489\u3001\u98de\u4e66\u7b49IM\u6e20\u9053\u3002<\/li>\n<li class=\"paragraph\"><strong>\u817e\u8baf\u4e91<\/strong>\uff1a\u56db\u5927IM\u5168\u9762\u652f\u6301\uff0cCoding Plan\u6a21\u578b\u5957\u9910\u6027\u4ef7\u6bd4\u9ad8\u3002\u63a8\u83502\u68384G\u914d\u7f6e\uff08\u9ec4\u91d1\u914d\u7f6e\uff09\uff0c\u6700\u4f4e2\u68382G\u53ef\u8fd0\u884c\u3002\u65b0\u4eba\u53052\u68384G\u7ea617\u5143\/\u6708\uff0c\u4e00\u5e7499\u5143\u8d77\u3002Coding Plan\u9996\u67087.9\u5143\u8d77\uff0c\u5305\u542bHY 2.0 Instruct\u3001GLM-5\u3001kimi-k2.5\u3001MiniMax-M2.5\u7b49\u6a21\u578b\u3002\u652f\u6301\u4f01\u5fae\u3001QQ\u3001\u9489\u9489\u3001\u98de\u4e66\u56db\u5927IM\u5168\u8986\u76d6\uff0c\u652f\u6301\u300c\u9650\u65f6\u540c\u4ef7\u7eed\u8d39\u300d\u6d3b\u52a8\u3002<\/li>\n<li class=\"paragraph\"><strong>\u767e\u5ea6\u667a\u80fd\u4e91<\/strong>\uff1a\u8bd5\u9519\u6210\u672c\u6700\u4f4e\uff0c\u9996\u6708\u4f53\u9a8c0.01\u5143\uff08\u6bcf\u65e5\u9650\u91cf500\u53f0\uff09\u3002\u63a8\u83502\u68384G 4M\u5e26\u5bbd\u914d\u7f6e\uff0c\u5e38\u89c470-140\u5143\/\u6708\u3002\u96c6\u6210\u5343\u5e06\u5e73\u53f0\u6587\u5fc3\u7cfb\u5217\u3001Qwen\u7cfb\u5217\u3001DeepSeek\u7cfb\u5217\u6a21\u578b\u3002\u7279\u8272\u662f\u767e\u5ea6\u641c\u7d22\/\u767e\u5ea6\u767e\u79d1\u72ec\u6709\u80fd\u529b\uff0c\u5343\u5e067\u6b3e\u5b98\u65b9Skills\u5df2\u4e0a\u7ebfClawHub\u3002<\/li>\n<li class=\"paragraph\"><strong>\u534e\u4e3a\u4e91<\/strong>\uff1a\u4f01\u4e1a\u7ea7\u5b89\u5168\u4e0e\u5408\u89c4\u80fd\u529b\u6700\u5f3a\uff0c\u9002\u5408\u5df2\u5728\u534e\u4e3a\u751f\u6001\u7684\u4f01\u4e1a\u7528\u6237\u3002Flexus 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class=\"paragraph\"><strong>\u5fc5\u987b\u5728~\/.openclaw\/workspace\u76ee\u5f55\u4e0b\u7684\u914d\u7f6e\u6587\u4ef6\u4e2d\u8bbe\u7f6e\u8ba4\u8bc1\u6a21\u5f0f<\/strong>\uff1a\u9009\u62e9token\u8ba4\u8bc1\uff08\u63a8\u8350\u7528\u4e8eAPI\u96c6\u6210\uff09\u6216password\u8ba4\u8bc1\uff08\u63a8\u8350\u7528\u4e8eWeb UI\u8bbf\u95ee\uff09\u3002<\/li>\n<li class=\"paragraph\"><strong>\u6a21\u578b\u8d39\u7528\u662f\u5927\u5934<\/strong>\uff1a\u670d\u52a1\u5668\u6210\u672c\u666e\u904d\u5df2\u964d\u5230\u5f88\u4f4e\uff089.9-99\u5143\/\u5e74\uff09\uff0c\u771f\u6b63\u7684\u6301\u7eed\u6210\u672c\u5728\u4e8e\u6a21\u578b\u8c03\u7528\u3002\u9009\u5e73\u53f0\u65f6\u91cd\u70b9\u770b\u6a21\u578b\u5957\u9910\u4ef7\u683c\uff0c\u4e0d\u662f\u53ea\u770b\u670d\u52a1\u5668\u4ef7\u683c\u3002<\/li>\n<\/ul><\/div>\n<\/p><\/div>\n<h2>\u00a0\u6e20\u9053\u63a5\u5165<\/h2>\n<h4><strong>\u7edf\u4e00\u63a5\u5165\u6d41\u7a0b<\/strong><\/h4>\n<p>OpenClaw\u901a\u8fc7Gateway\u67b6\u6784\u7edf\u4e00\u8fde\u63a520\u591a\u4e2a\u804a\u5929\u5e73\u53f0\u3002\u6240\u6709\u6e20\u9053\u5171\u4eab\u540c\u4e00\u5957\u4e09\u6b65\u63a5\u5165\u6a21\u5f0f\uff1a\u5728\u5e73\u53f0\u521b\u5efa\u51ed\u8bc1\u2192\u5199\u5165openclaw.yaml\u2192\u542f\u52a8Gateway\u2192\u5b8c\u6210\u914d\u5bf9\u3002<\/p>\n<p>\u53ef\u540c\u65f6\u8fd0\u884c\u591a\u4e2achannel\uff0c\u6d88\u606f\u81ea\u52a8\u8def\u7531\u5230\u5bf9\u5e94\u5e73\u53f0\u3002\u914d\u5bf9\u6a21\u5f0f\uff08dmPolicy: pairing\uff09\u9ed8\u8ba4\u542f\u7528\uff0c\u672a\u77e5\u53d1\u9001\u8005\u9700\u8981\u9a8c\u8bc1\u7801\u624d\u80fd\u4e0ebot\u5bf9\u8bdd\u3002<\/p>\n<h4><strong>\u56fd\u9645\u5e73\u53f0<\/strong><\/h4>\n<ul>\n<li><strong>Telegram<\/strong>\u662fOpenClaw\u5b98\u65b9\u63a8\u8350\u7684\u5165\u95e8\u6e20\u9053\uff0c\u4f7f\u7528long-polling\u6a21\u5f0f\uff0cbot\u4e3b\u52a8\u8f6e\u8be2Telegram\u670d\u52a1\u5668\u62c9\u53d6\u6d88\u606f\uff0c\u4e0d\u9700\u8981\u516c\u7f51IP\u3001\u53cd\u5411\u4ee3\u7406\u6216\u7aef\u53e3\u8f6c\u53d1\u3002\u672c\u5730\u5f00\u53d1\u3001NAT\u540e\u9762\u3001\u9632\u706b\u5899\u5185\u90fd\u80fd\u6b63\u5e38\u5de5\u4f5c\u30025\u5206\u949f\u96f6\u95e8\u69db\u5b8c\u6210\u90e8\u7f72\u3002<\/li>\n<li><strong>Discord<\/strong>\u9002\u5408\u793e\u533a\u7ba1\u7406\u548c\u56e2\u961f\u534f\u4f5c\u573a\u666f\uff0c\u9700\u8981\u5728Developer 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API\uff0c\u6240\u6709\u65b9\u6848\u90fd\u662f\u975e\u5b98\u65b9\u7684\uff0c\u5c01\u53f7\u98ce\u9669\u59cb\u7ec8\u5b58\u5728\u3002\u63a8\u8350\u65b9\u6848\u662f\u901a\u8fc7\u4f01\u4e1a\u5fae\u4fe1\u4e2d\u8f6c\uff0c\u5408\u6cd5\u5408\u89c4\uff0c\u5728\u5fae\u4fe1\u751f\u6001\u5185\uff0c\u9700\u8981\u4f01\u4e1a\u5fae\u4fe1\u7ba1\u7406\u540e\u53f0\u6743\u9650\u3002<\/li>\n<\/ul>\n<h2 class=\"\">Skills\u7cfb\u7edf<\/h2>\n<h4><strong>Skills\u5de5\u4f5c\u539f\u7406<\/strong><\/h4>\n<div class=\"paragraph\">Skills\u662fOpenClaw\u7684\u80fd\u529b\u6269\u5c55\u5355\u5143\u3002OpenClaw\u7684Skill\u6709\u4e09\u4e2a\u6765\u6e90\uff0c\u6309\u4f18\u5148\u7ea7\u4ece\u9ad8\u5230\u4f4e\u6392\u5217\uff1a<\/div>\n<ul>\n<li class=\"paragraph\"><strong>\u5de5\u4f5c\u533a\u7ea7Skills<\/strong>\uff0c\u4f4d\u4e8e<workspace>\u3002<\/li>\n<li class=\"paragraph\"><strong>\u7528\u6237\u7ea7Skills<\/strong>\uff0c\u4f4d\u4e8e~\/.openclaw\/skills\/\u76ee\u5f55\uff0c\u5168\u5c40\u751f\u6548\u3002\u901a\u8fc7ClawHub\u5b89\u88c5\u6216\u624b\u52a8\u653e\u7f6e\u7684Skills\u90fd\u5728\u8fd9\u91cc\u3002<\/li>\n<li class=\"paragraph\"><strong>\u5185\u7f6eSkills<\/strong>\uff0c\u517155\u4e2a\uff0c\u968fOpenClaw\u7248\u672c\u53d1\u5e03\uff0c\u4e0d\u9700\u8981\u5b89\u88c5\uff0c\u5f00\u7bb1\u5373\u7528\u3002<\/li>\n<\/ul>\n<div class=\"paragraph\">\u5982\u679c\u540c\u540dSkill\u5b58\u5728\u4e8e\u591a\u4e2a\u5c42\u7ea7\uff0c\u9ad8\u4f18\u5148\u7ea7\u4f1a\u8986\u76d6\u4f4e\u4f18\u5148\u7ea7\u3002\u610f\u5473\u7740\u53ef\u4ee5\u5728\u5de5\u4f5c\u7a7a\u95f4\u7ea7\u522b\u300c\u91cd\u5199\u300d\u4e00\u4e2a\u5185\u7f6eSkill\u7684\u884c\u4e3a\uff0c\u4e0d\u5f71\u54cd\u5176\u4ed6\u9879\u76ee\u3002<\/div>\n<h4><strong>ClawHub\u751f\u6001<\/strong><\/h4>\n<div class=\"paragraph\">ClawHub\u662fOpenClaw\u7684\u5b98\u65b9\u6280\u80fd\u5e02\u573a\uff0c\u63d0\u4f9b\u516c\u5171Skills\u7684\u53d1\u5e03\u548c\u7248\u672c\u7ba1\u7406\u3001\u57fa\u4e8e\u5411\u91cf\u641c\u7d22\u7684Skill\u53d1\u73b0\u3001\u4e0b\u8f7d\u91cf\u7edf\u8ba1\u548c\u793e\u533a\u8bc4\u5206\u3001VirusTotal\u5408\u4f5c\u7684\u5b89\u5168\u626b\u63cf\uff08\u4f46\u8986\u76d6\u7387\u6709\u9650\uff09\u3002<\/div>\n<h4><strong>\u70ed\u95e8Skills\u63a8\u8350<\/strong><\/h4>\n<ul>\n<li class=\"paragraph\"><strong>\u5fc5\u88c5Top 10\u5305\u62ec<\/strong>\uff1aGmail\/Google\uff08\u90ae\u4ef6\u6536\u53d1\u3001\u65e5\u5386\u7ba1\u7406\u3001Google Docs\u8bfb\u5199\uff09\u3001Agent Browser\uff08\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\uff09\u3001Summarize\uff08\u89c6\u9891\u3001\u7f51\u9875\u3001\u90ae\u4ef6\u5185\u5bb9\u81ea\u52a8\u6458\u8981\uff09\u3001GitHub\uff08\u4ed3\u5e93\u7ba1\u7406\u3001Issue\u5904\u7406\u3001PR\u5ba1\u67e5\uff09\u3001Claude Code\uff08\u901a\u8fc7MCP\u534f\u8bae\u6865\u63a5Claude Code\u80fd\u529b\uff09\u3001Web Search\uff08\u8054\u7f51\u641c\u7d22\uff09\u3001File Manager\uff08\u672c\u5730\u6587\u4ef6\u64cd\u4f5c\uff09\u3001Calendar\uff08\u65e5\u7a0b\u7ba1\u7406\uff09\u3001Translator\uff08\u591a\u8bed\u8a00\u7ffb\u8bd1\uff09\u3001Image Gen\uff08AI\u56fe\u7247\u751f\u6210\uff09\u3002<\/li>\n<li class=\"paragraph\"><strong>\u5b9e\u7528\u5efa\u8bae<\/strong>\uff1a\u4e0d\u8981\u4e00\u6b21\u6027\u5b89\u88c5\u592a\u591aSkills\u3002\u6bcf\u4e2aSkill\u90fd\u4f1a\u589e\u52a0system prompt\u7684\u957f\u5ea6\uff0c\u5360\u7528\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002\u5efa\u8bae\u4eceTop 10\u4e2d\u9009\u62e9\u771f\u6b63\u9700\u8981\u76843-5\u4e2a\u5f00\u59cb\uff0c\u7528\u719f\u4e86\u518d\u9010\u6b65\u6269\u5c55\u3002<\/li>\n<\/ul>\n<h4><strong>Skills\u5b89\u5168\u8b66\u544a<\/strong><\/h4>\n<div class=\"paragraph\">OpenClaw\u7684Skills\u7cfb\u7edf\u5b58\u5728\u4e25\u91cd\u5b89\u5168\u98ce\u9669\uff0c2026\u5e74\u521d\u7206\u53d1\u7684ClawHavoc\u4f9b\u5e94\u94fe\u653b\u51fb\u5bfc\u81f4ClawHub\u4e0a\u7ea620%\u7684Skills\u88ab\u786e\u8ba4\u4e3a\u6076\u610f\uff0c\u8d85\u8fc713.5\u4e07\u53f0\u8bbe\u5907\u53d7\u5230\u5f71\u54cd\uff0c\u653b\u51fb\u8005\u901a\u8fc7\u7be1\u6539SOUL.md\u548cMEMORY.md\u6587\u4ef6\u201d\u6d17\u8111\u201dAgent\uff0c\u690d\u5165\u4fe1\u606f\u7a83\u53d6\u6728\u9a6c\u3002\u66f4\u5371\u9669\u7684\u662f\uff0cSkills\u4e00\u65e6\u5b89\u88c5\u5c31\u62e5\u6709\u4e0eOpenClaw\u5b9e\u4f8b\u76f8\u540c\u7684\u5b8c\u6574\u6743\u9650\uff0c\u6ca1\u6709\u6c99\u7bb1\u9694\u79bb\uff0c2026\u5e743\u6708\u7684\u5ba1\u8ba1\u8fd8\u53d1\u73b0100\u591a\u4e2a\u65b0\u589e\u6076\u610fSkills\uff0c\u5305\u62ec\u52a0\u5bc6\u8d27\u5e01\u7a83\u53d6\u548c\u540e\u95e8\u7a0b\u5e8f\uff0c\u7528\u6237\u5b89\u88c5\u524d\u5fc5\u987b\u5ba1\u67e5\u6e90\u7801\uff0c\u7edd\u4e0d\u80fd\u6267\u884c\u8981\u6c42\u4e0b\u8f7d\u6587\u4ef6\u6216\u8f93\u5165\u5bc6\u7801\u7684Skill\u3002<\/div>\n<div>\n<h2 class=\"\">\u6a21\u578b\u914d\u7f6e<\/h2>\n<h4><strong>\u6a21\u578b\u63d0\u4f9b\u5546\u603b\u89c8<\/strong><\/h4>\n<div class=\"paragraph\">OpenClaw\u652f\u6301\u5341\u4f59\u5bb6\u6a21\u578b\u63d0\u4f9b\u5546\uff0c\u4ece\u56fd\u9645\u9876\u5c16\u5230\u56fd\u4ea7\u5e73\u4ef7\u518d\u5230\u5b8c\u5168\u514d\u8d39\u7684\u672c\u5730\u6a21\u578b\uff0c\u8986\u76d6\u6240\u6709\u9884\u7b97\u548c\u573a\u666f\u3002OpenClaw\u6700\u5927\u7684\u4f18\u52bf\u4e4b\u4e00\u662f\u6a21\u578b\u81ea\u7531\uff0c\u4e0d\u88ab\u7ed1\u5b9a\u5728\u67d0\u4e00\u5bb6\u5382\u5546\u4e0a\u3002<\/div>\n<ul>\n<li class=\"paragraph\"><strong>\u5185\u7f6eProvider<\/strong>\u5305\u62ecAnthropic\u3001OpenAI\u3001Google\u3001\u667a\u8c31\uff08zai\uff09\u7b49\uff0c\u65e0\u9700\u989d\u5916\u914d\u7f6e\uff0c\u8bbe\u7f6eAPI Key\u5373\u53ef\u4f7f\u7528\u3002<\/li>\n<li class=\"paragraph\"><strong class=\"\">\u81ea\u5b9a\u4e49Provider<\/strong>\u5305\u62ecDeepSeek\u3001\u8c46\u5305\u3001Kimi\u7b49\uff0c\u9700\u8981\u5728models.providers\u4e2d\u624b\u52a8\u6dfb\u52a0\u3002<\/li>\n<li class=\"paragraph\"><strong>Fallback\u673a\u5236<\/strong>\u662f\u6700\u6838\u5fc3\u7684\u7701\u94b1\u7b56\u7565\uff1a\u4e3b\u6a21\u578b\u4e0d\u53ef\u7528\u65f6\u81ea\u52a8\u5207\u6362\u5230\u5907\u9009\u3002<\/li>\n<\/ul>\n<h4><strong>\u56fd\u9645\u6a21\u578b<\/strong><\/h4>\n<ul>\n<li class=\"paragraph\"><strong>Anthropic Claude<\/strong>\u662fOpenClaw\u7684\u9ed8\u8ba4\u6a21\u578b\u63d0\u4f9b\u5546\uff0c\u662f\u793e\u533a\u516c\u8ba4\u7684Agent\u4efb\u52a1\u6548\u679c\u6700\u597d\u7684\u6a21\u578b\u3002Claude Sonnet 4.6\u5728\u5de5\u5177\u8c03\u7528\u7684\u51c6\u786e\u7387\u548c\u7a33\u5b9a\u6027\u4e0a\u663e\u8457\u9886\u5148\u5176\u4ed6\u6a21\u578b\uff0c\u8f93\u5165\u4ef7\u683c$3.00\/1M tokens\uff0c\u8f93\u51fa\u4ef7\u683c$15.00\/1M tokens\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3200K\u3002\n<ul>\n<li class=\"paragraph\"><strong>\u9700\u8981\u6ce8\u610f<\/strong>\uff1aAnthropic\u5df2\u5c01\u6740OAuth\u8ba4\u8bc1\u65b9\u5f0f\u3002\u4f7f\u7528Claude Pro\/Max\u8ba2\u9605\u8d26\u6237\u901a\u8fc7OAuth\u8fde\u63a5OpenClaw\u7684\u7528\u6237\u4f1a\u6536\u5230\u8b66\u544a\u751a\u81f3\u88ab\u9501\u5b9a\u8d26\u6237\u3002\u76ee\u524d\u552f\u4e00\u5408\u6cd5\u8def\u5f84\u662f\u4f7f\u7528API Key\uff08\u6309\u91cf\u4ed8\u8d39\uff09\u3002<\/li>\n<li class=\"paragraph\"><strong>\u7701\u94b1\u6280\u5de7<\/strong>\uff1aBatch API\u53ef\u4eab50%\u6298\u6263\uff08\u8f93\u5165\u8f93\u51fa\u5747\u534a\u4ef7\uff09\uff0cPrompt Caching\u53ef\u964d\u4f4e\u91cd\u590d\u4e0a\u4e0b\u6587\u6210\u672c\u8fbe90%\u3002<\/li>\n<\/ul>\n<\/li>\n<li class=\"paragraph\"><strong>OpenAI GPT<\/strong>\u7cfb\u5217\u4e2d\uff0cGPT-5.4\u662f\u6700\u65b0\u65d7\u8230\uff0c\u8f93\u5165\u4ef7\u683c$2.50\/1M tokens\uff08\u8d85\u8fc7272K\u4e0a\u4e0b\u6587\u540e\u7ffb\u500d\u81f3$5.00\uff09\uff0c\u8f93\u51fa\u4ef7\u683c$15.00\/1M tokens\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3272K\uff08\u6807\u51c6\uff09\u62161.05M\uff08\u8d85\u957f\uff09\u3002<\/li>\n<li class=\"paragraph\"><strong>Google Gemini<\/strong>\u7684\u72ec\u5bb6\u4f18\u52bf\u662f2M\u4e0a\u4e0b\u6587\u7a97\u53e3\u548c\u6177\u6168\u7684\u514d\u8d39\u989d\u5ea6\uff08Flash\u6bcf\u65e5\u6709\u514d\u8d39\u8bf7\u6c42\uff09\u3002\u591a\u6a21\u6001\u80fd\u529b\u662f\u4e09\u5bb6\u4e2d\u6700\u5f3a\u7684\u3002Gemini 3 Flash\u8f93\u5165\u4ef7\u683c\u4ec5$0.50\/1M tokens\uff0c\u8f93\u51fa$3.00\/1M tokens\uff0c\u9002\u5408\u7528\u4f5c\u5fc3\u8df3\uff08Heartbeat\uff09\u548c\u5b9a\u65f6\u4efb\u52a1\uff08Cron\uff09\u7684\u6a21\u578b\u3002<\/li>\n<\/ul>\n<h4><strong>\u56fd\u4ea7\u6a21\u578b<\/strong><\/h4>\n<ul>\n<li class=\"paragraph\"><strong>DeepSeek<\/strong>\u662f\u6027\u4ef7\u6bd4\u4e4b\u738b\u3002DeepSeek-V3.2.2\u8f93\u5165\u4ef7\u683c\u4ec5$0.14\/1M tokens\uff0c\u8f93\u51fa$0.28\/1M tokens\uff0c\u662f\u76ee\u524dOpenClaw\u793e\u533a\u6700\u5e38\u7528\u7684\u4f4e\u6210\u672c\u6a21\u578b\u3002\u4f46DeepSeek\u9ad8\u5cf0\u671f\u5076\u6709\u5ef6\u8fdf\u751a\u81f3\u4e0d\u53ef\u7528\uff0c\u4e0d\u5efa\u8bae\u4f5c\u4e3a\u552f\u4e00Provider\uff0c\u52a1\u5fc5\u642d\u914dFallback\u6a21\u578b\u515c\u5e95\u3002<\/li>\n<li class=\"paragraph\"><strong>\u667a\u8c31GLM<\/strong>\u662f\u56fd\u4ea7\u6a21\u578b\u4e2d\u4ee3\u7801\u80fd\u529b\u6700\u5f3a\u7684\u9009\u62e9\u3002GLM-5\u5728SWE-bench\u4e0a\u62ff\u5230\u4e86\u5f00\u6e90\u6a21\u578b\u6700\u9ad8\u5206\uff0c\u4ef7\u683c\u4ec5$0.80\/1M\u8f93\u5165\uff0c$2.56\/1M\u8f93\u51fa\u3002\u66f4\u5999\u7684\u662f\uff0cOpenClaw\u5185\u7f6e\u4e86zai Provider\uff0c\u914d\u7f6e\u6781\u4e3a\u7b80\u5355\u3002GLM-4.5-Flash\u548cGLM-4.7-Flash\u5b8c\u5168\u514d\u8d39\uff0c\u975e\u5e38\u9002\u5408\u7528\u4e8e\u5fc3\u8df3\u4efb\u52a1\u548c\u7b80\u5355\u5bf9\u8bdd\u3002<\/li>\n<li class=\"paragraph\"><strong>\u901a\u4e49\u5343\u95eeQwen<\/strong> 3.5\u662f\u963f\u91cc2026\u5e742\u6708\u53d1\u5e03\u7684\u6700\u65b0\u7248\u672c\uff08397B\u603b\u53c2\u6570\/17B\u6fc0\u6d3b\uff0cMoE\u67b6\u6784\uff0c\u5df2\u5f00\u6e90\uff09\u3002Qwen 3.5 Coder\u8f93\u5165\u4ef7\u683c\u4ec5$0.22\/1M tokens\uff0c\u8f93\u51fa$1.00\/1M tokens\uff0c\u4ee3\u7801\u4e13\u7528\u6027\u4ef7\u6bd4\u6781\u9ad8\u3002<\/li>\n<li class=\"paragraph\"><strong>\u8c46\u5305Doubao<\/strong> Seed 2.0 Pro\u8f93\u5165\u4ef7\u683c$0.47\/1M tokens\uff0c\u8f93\u51fa$2.37\/1M tokens\uff0c\u662f\u65d7\u8230\u63a8\u7406\u6a21\u578b\uff0c\u5bf9\u6807GPT-5.2\u3002Doubao 1.5 Lite-32k\u8f93\u5165\u4ef7\u683c\u4ec5$0.042\/1M tokens\uff0c\u662f\u76ee\u524d\u6700\u4fbf\u5b9c\u7684\u9009\u62e9\u4e4b\u4e00\u3002<\/li>\n<li class=\"paragraph\"><strong>Kimi<\/strong> K2.5\u8f93\u5165\u4ef7\u683c$0.60\/1M tokens\uff0c\u8f93\u51fa$3.00\/1M tokens\uff0c\u662f\u6708\u4e4b\u6697\u9762\u7684\u6700\u65b0\u65d7\u8230\uff0c\u4e2d\u6587Agent\u3001\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u8868\u73b0\u4f18\u79c0\u3002<\/li>\n<li class=\"paragraph\"><strong>MiniMax<\/strong> M2.5\uff08230B\u53c2\u6570\uff09\u5728SWE-Bench\u4e0a\u5f97\u520680.2%\uff0c\u4ee3\u7801\u80fd\u529b\u7a81\u51fa\uff0c\u8f93\u5165\u4ef7\u683c$0.50\/1M tokens\uff0c\u8f93\u51fa$2.00\/1M tokens\u3002<\/li>\n<\/ul>\n<h4><strong>\u4e94\u5957\u63a8\u8350\u914d\u7f6e\u65b9\u6848<\/strong><\/h4>\n<ul>\n<li class=\"paragraph\"><strong>\u65b9\u6848\u4e00\uff1a\u6781\u81f4\u7701\u94b1\uff08\u6708\u5747<$5\uff09<\/strong> \u4e3b\u529b\u7528DeepSeek-V3.2\uff08$0.14\/$0.28\uff09\uff0c\u5907\u9009Qwen 3.5 Plus\uff08$0.40\/$1.20\uff09\uff0c\u5fc3\u8df3\/Cron\u7528GLM-4.5-Flash\uff08\u514d\u8d39\uff09\uff0c\u63a8\u7406\u4efb\u52a1\u7528DeepSeek-R1\uff08$0.55\/$2.19\uff09\u3002\u9002\u5408\u4e2a\u4eba\u5f00\u53d1\u8005\u3001\u5b66\u4e60\u63a2\u7d22\u3002\u98ce\u9669\u662fDeepSeek\u9ad8\u5cf0\u671f\u5ef6\u8fdf\uff0c\u9700Fallback\u515c\u5e95\u3002<\/li>\n<li class=\"paragraph\"><strong>\u65b9\u6848\u4e8c\uff1a\u56fd\u4ea7\u6027\u4ef7\u6bd4\uff08\u6708\u5747$5-15\uff09<\/strong> \u4e3b\u529b\u7528GLM-5\uff08$0.80\/$2.56\uff09\uff0c\u5907\u9009DeepSeek-V3.2\uff08$0.14\/$0.28\uff09\uff0c\u63a8\u7406\u589e\u5f3a\u7528Kimi K2.5\uff08$0.60\/$3.00\uff09\uff0c\u7b80\u5355\u4efb\u52a1\u7528GLM-4.5-Flash\uff08\u514d\u8d39\uff09\u3002\u9002\u5408\u56fd\u5185\u7528\u6237\uff0c\u8ffd\u6c42\u4e2d\u6587\u4f53\u9a8c\u548c\u7a33\u5b9a\u6027\u3002GLM-5\u4ee3\u7801\u80fd\u529b\u5f3a\uff0c\u5ef6\u8fdf\u4f4e\u3002<\/li>\n<li class=\"paragraph\"><strong>\u65b9\u6848\u4e09\uff1a\u56fd\u9645\u5e73\u8861\uff08\u6708\u5747$10-30\uff09<\/strong> \u4e3b\u529b\u7528Claude Sonnet 4.6\uff08$3.00\/$15.00\uff09\uff0c\u8f7b\u91cf\u7528Claude Haiku 4.5\u6216Gemini Flash\uff0c\u590d\u6742\u4efb\u52a1\u7528Claude Opus 4.6\uff08\u6309\u9700\u5347\u7ea7\uff09\uff0c\u5fc3\u8df3\/Cron\u7528Gemini Flash\uff08\u514d\u8d39\u989d\u5ea6\uff09\u3002\u9002\u5408\u8ffd\u6c42Agent\u6548\u679c\u6700\u4f18\u3001\u9884\u7b97\u5145\u8db3\u7684\u7528\u6237\u3002Claude\u5728Agent\/\u5de5\u5177\u8c03\u7528\u573a\u666f\u6548\u679c\u6700\u597d\u3002<\/li>\n<li class=\"paragraph\"><strong>\u65b9\u6848\u56db\uff1a\u6df7\u5408\u6700\u4f18\uff08\u6708\u5747$5-20\uff0c\u63a8\u8350\uff09<\/strong> \u590d\u6742\u4efb\u52a1\u7528Claude Sonnet 4.6\uff0c\u65e5\u5e38\u5bf9\u8bdd\u7528DeepSeek-V3.2\uff0c\u5fc3\u8df3\/\u5b9a\u65f6\u7528Gemini Flash\u6216\u672c\u5730Ollama\uff0cFallback\u94fe\u8bbe\u7f6e\u4e3aSonnet\u2192Haiku\u2192DeepSeek-V3.2\u3002\u8fd9\u662f\u5927\u591a\u6570\u7528\u6237\u7684\u6700\u4f73\u9009\u62e9\uff0c\u517c\u987e\u6548\u679c\u548c\u6210\u672c\uff0cFallback\u673a\u5236\u81ea\u52a8\u5904\u7406\u9650\u901f\u3002<\/li>\n<li class=\"paragraph\"><strong>\u65b9\u6848\u4e94\uff1a\u5b8c\u5168\u514d\u8d39<\/strong> \u9009\u9879A\u662f\u672c\u5730Ollama+Qwen3.5-Coder:32B\u6216Devstral-24B\uff08\u970032GB RAM\uff09\u3002\u9009\u9879B\u662f\u514d\u8d39API\u7ec4\u5408\u2014\u2014GLM-4.5-Flash+ERNIE Speed+Gemini Flash\u3002\u9002\u5408\u9690\u79c1\u654f\u611f\u3001\u7eaf\u5b9e\u9a8c\u7528\u9014\u3002\u672c\u5730\u65b9\u6848\u9700\u8981\u8f83\u597d\u7684\u786c\u4ef6\u3002<\/li>\n<\/ul>\n<h2 class=\"\">\u5b89\u5168\u4e0e\u6210\u672c<\/h2>\n<h4><strong>\u5b89\u5168\u6a21\u578b<\/strong><\/h4>\n<div class=\"paragraph\">OpenClaw\u5bf9\u6240\u6709\u5165\u7ad9\u6d88\u606f\u7684\u9ed8\u8ba4\u6001\u5ea6\u662f\u4e0d\u53ef\u4fe1\u3002\u5177\u4f53\u4f53\u73b0\u5728\u4ee5\u4e0b\u51e0\u4e2a\u673a\u5236\uff1a<\/div>\n<ul>\n<li class=\"paragraph\"><strong>DM\u914d\u5bf9\u4fdd\u62a4<\/strong>\uff1a\u5f53\u4e00\u4e2a\u672a\u77e5\u7684\u7528\u6237\u901a\u8fc7\u4efb\u4f55\u6d88\u606f\u6e20\u9053\uff08WhatsApp\u3001Telegram\u7b49\uff09\u7ed9\u4f60\u7684OpenClaw\u53d1\u79c1\u4fe1\u65f6\uff0c\u7cfb\u7edf\u4e0d\u4f1a\u5904\u7406\u6d88\u606f\uff0c\u662f\u8fd4\u56de\u4e00\u4e2a\u914d\u5bf9\u7801\uff08pairing code\uff09\uff0c\u53ea\u6709\u5728\u4f60\u624b\u52a8\u6279\u51c6\u540e\uff0c\u7528\u6237\u7684\u6d88\u606f\u624d\u4f1a\u88ab\u5904\u7406\u3002\u8fd9\u9632\u6b62\u4e86\u964c\u751f\u4eba\u6ee5\u7528\u4f60\u7684Agent\uff08\u4ee5\u53ca\u4f60\u7684API\u989d\u5ea6\uff09\u3002<\/li>\n<li class=\"paragraph\"><strong>\u7fa4\u7ec4\u6c99\u7bb1\u6a21\u5f0f<\/strong>\uff1a\u5728\u7fa4\u7ec4\u73af\u5883\u4e2d\uff0cOpenClaw\u9ed8\u8ba4\u8fd0\u884c\u5728\u6c99\u7bb1\u6a21\u5f0f\u3002\u6bcf\u4e2a\u7fa4\u7ec4\u7684\u4f1a\u8bdd\u4e92\u76f8\u9694\u79bb\uff0cMEMORY.md\uff08\u957f\u671f\u8bb0\u5fc6\uff09\u53ea\u5728\u79c1\u804a\u7684main session\u4e2d\u52a0\u8f7d\uff0c\u7fa4\u7ec4\u770b\u4e0d\u5230\u3002\u53ef\u4ee5\u914d\u7f6erequireMention\uff0c\u53ea\u6709@\u63d0\u53ca\u65f6\u624d\u54cd\u5e94\u3002<\/li>\n<li class=\"paragraph\"><strong>\u5de5\u5177\u8bbf\u95ee\u63a7\u5236<\/strong>\uff1a\u53ef\u4ee5\u914d\u7f6eallowlist\uff08\u767d\u540d\u5355\u6a21\u5f0f\uff0c\u53ea\u5141\u8bb8\u5217\u51fa\u7684\u5de5\u5177\u88ab\u8c03\u7528\uff09\u6216denylist\uff08\u9ed1\u540d\u5355\u6a21\u5f0f\uff0c\u7981\u6b62\u5217\u51fa\u7684\u5de5\u5177\uff09\u3002\u8fd8\u53ef\u4ee5\u5b8c\u5168\u7981\u7528browser\uff08\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\uff09\u3001canvas\uff08Canvas\u53ef\u89c6\u5316\uff09\u3001nodes\uff08\u672c\u5730\u8bbe\u5907\u8282\u70b9\u63a7\u5236\u5982\u6444\u50cf\u5934\u3001\u5f55\u5c4f\uff09\u3002<\/li>\n<\/ul>\n<div class=\"paragraph\">v2026.3.8\u5f15\u5165\u4e86<strong>ACP Provenance\uff08\u4ee3\u7406\u8eab\u4efd\u9a8c\u8bc1\uff09<\/strong>\u529f\u80fd\uff0c\u8ba9Agent\u80fd\u9a8c\u8bc1\u300c\u8c01\u5728\u8ddf\u5b83\u4ea4\u4e92\u300d\uff0c\u51cf\u5c11\u8eab\u4efd\u4f2a\u9020\u653b\u51fb\u3002\u53ef\u914d\u7f6eACP\u8eab\u4efd\u9a8c\u8bc1\u7ea7\u522b\u4e3aoff\uff08\u5173\u95ed\uff0c\u9ed8\u8ba4\uff09\u3001meta\uff08\u6ce8\u5165\u6765\u6e90\u5143\u6570\u636e\uff09\u3001\u6216meta+receipt\uff08\u5143\u6570\u636e+\u53ef\u89c1\u56de\u6267\uff09\u3002<\/div>\n<div class=\"paragraph\">v2026.3.7\u5f15\u5165\u7684Breaking Change\u662fGateway\u8ba4\u8bc1\u73b0\u5728\u8981\u6c42\u663e\u5f0f\u8bbe\u7f6egateway.auth.mode\u3002\u5fc5\u987b\u660e\u786e\u9009\u62e9token\u6216password\u8ba4\u8bc1\u65b9\u5f0f\uff0c\u4e0d\u518d\u6709\u300c\u65e0\u8ba4\u8bc1\u300d\u7684\u9ed8\u8ba4\u9009\u9879\u3002\u5982\u679c\u4ece\u65e7\u7248\u672c\u5347\u7ea7\u5230v2026.3.7\u4e14\u6ca1\u6709\u914d\u7f6e\u8ba4\u8bc1\uff0cGateway\u5c06\u62d2\u7edd\u542f\u52a8\u3002<\/div>\n<h4><strong>\u5df2\u77e5\u5b89\u5168\u4e8b\u4ef6<\/strong><\/h4>\n<div class=\"paragraph\">\u5728\u4e0d\u52305\u4e2a\u6708\u7684\u5386\u53f2\u4e2d\uff0cOpenClaw\u5df2\u7ecf\u7ecf\u5386\u4e86\u81f3\u5c117\u8d77\u91cd\u5927\u5b89\u5168\u4e8b\u4ef6\uff0c\u5de5\u4fe1\u90e8\u7ea7\u522b\u7684\u5b89\u5168\u9884\u8b66\u4e5f\u5df2\u53d1\u51fa\u3002<\/div>\n<ul>\n<li class=\"ds-markdown-paragraph\"><strong>CVE-2026-25253\u662f\u8fdc\u7a0b\u4ee3\u7801\u6267\u884c\u6f0f\u6d1e<\/strong>\uff1a\u901a\u8fc7\u4f2a\u9020Origin\u5934\u7ed5\u8fc7WebSocket\u9a8c\u8bc1\uff0c\u653b\u51fb\u8005\u53ef\u8fde\u63a5\u672a\u8ba4\u8bc1\u5b9e\u4f8b\u5e76\u6267\u884c\u4efb\u610f\u4ee3\u7801\u3002<\/li>\n<li class=\"ds-markdown-paragraph\"><strong>ClawHavoc\u4f9b\u5e94\u94fe\u653b\u51fb<\/strong>\uff1aClawHub\u5e73\u53f0\u7ea620%\u7684Skill\u88ab\u690d\u5165\u6076\u610f\u7a0b\u5e8f\uff0c\u5bfc\u81f4\u8d85\u8fc713.5\u4e07\u53f0\u8bbe\u5907\u53d7\u5f71\u54cd\u3002<\/li>\n<li class=\"ds-markdown-paragraph\"><strong>Anthropic\u5c01\u6740OAuth<\/strong>\uff1a\u56e0\u6ee5\u7528\u95ee\u9898\uff0cAnthropic\u7981\u6b62Claude\u8ba2\u9605\u8d26\u6237\u901a\u8fc7OAuth\u8fde\u63a5OpenClaw\uff0c\u4ec5\u4fdd\u7559API Key\u63a5\u5165\u9014\u5f84\u3002<\/li>\n<li class=\"ds-markdown-paragraph\"><strong>\u8c37\u6b4c\u5c01\u53f7\u4e8b\u4ef6<\/strong>\uff1a\u5927\u91cf\u7528\u6237\u56e0Gmail Skill\u9ad8\u9891\u8c03\u7528API\u89e6\u53d1\u6ee5\u7528\u68c0\u6d4b\uff0c\u5bfc\u81f4\u6574\u4e2aGoogle\u8d26\u53f7\u88ab\u65e0\u9884\u8b66\u5c01\u7981\u3002<\/li>\n<li class=\"ds-markdown-paragraph\"><strong>30,000+\u53f0\u672a\u8ba4\u8bc1\u66b4\u9732\u5b9e\u4f8b<\/strong>\uff1a\u5b89\u5168\u626b\u63cf\u53d1\u73b0\u5927\u91cf\u516c\u7f51OpenClaw\u5b9e\u4f8b\u7aef\u53e3\u5b8c\u5168\u5f00\u653e\uff0c\u5b58\u5728\u6570\u636e\u6cc4\u9732\u548c\u88ab\u8fdc\u7a0b\u63a7\u5236\u7684\u4e25\u91cd\u98ce\u9669\u3002<\/li>\n<li class=\"ds-markdown-paragraph\"><strong>\u5de5\u4fe1\u90e8\u5b89\u5168\u9884\u8b66\uff082026\u5e743\u67088-9\u65e5\uff09<\/strong>\uff1a\u56fd\u5185\u5b98\u65b9\u673a\u6784\u9996\u6b21\u5c31\u5f00\u6e90AI Agent\u9879\u76ee\u53d1\u6587\uff0c\u6307\u51fa\u5176\u201c\u6a21\u7cca\u4fe1\u4efb\u8fb9\u754c\u201d\u7279\u6027\u4f7f\u5176\u6210\u4e3a\u9ad8\u4ef7\u503c\u653b\u51fb\u76ee\u6807\u3002<\/li>\n<li class=\"ds-markdown-paragraph\"><strong>\u6076\u610fnpm\u5305\u4f2a\u88c5\u4e8b\u4ef6\uff082026\u5e743\u6708\uff09<\/strong>\uff1a\u5047\u5192\u7684\u5b98\u65b9\u5b89\u88c5\u5668\u5728npm\u5206\u53d1GhostLoader\u8fdc\u63a7\u6728\u9a6c\uff0c\u7a83\u53d6\u7528\u6237\u51ed\u8bc1\u4e0e\u52a0\u5bc6\u94b1\u5305\u3002<\/li>\n<li class=\"ds-markdown-paragraph\"><strong>ClawJacked\u96f6\u70b9\u51fb\u6f0f\u6d1e\uff082026\u5e743\u6708\u521d\uff09<\/strong>\uff1a\u6076\u610f\u7f51\u7ad9\u53ef\u901a\u8fc7\u6d4f\u89c8\u5668\u9759\u9ed8\u653b\u51fb\uff0c\u5728\u7528\u6237\u65e0\u4efb\u4f55\u4ea4\u4e92\u7684\u60c5\u51b5\u4e0b\u5b8c\u5168\u63a5\u7ba1\u5176\u672c\u5730OpenClaw\u5b9e\u4f8b\u3002<\/li>\n<\/ul>\n<h4><strong>\u6210\u672c\u63a7\u5236<\/strong><\/h4>\n<div class=\"paragraph\">\n<p>OpenClaw\u7684API\u8d39\u7528\u5931\u63a7\u4e3b\u8981\u6e90\u4e8e\u5176<strong>\u8fd0\u884c\u673a\u5236<\/strong>\uff1aAgent\u5904\u7406\u7b80\u5355\u4efb\u52a1\u4e5f\u4f1a\u89e6\u53d1\u591a\u8f6e\u63a8\u7406\u3001\u643a\u5e26\u5927\u91cf\u4e0a\u4e0b\u6587\uff08Skills\u63cf\u8ff0+\u8bb0\u5fc6\u7cfb\u7edf\uff09\u4ee5\u53ca24\/7\u5168\u5929\u5019\u8fd0\u884c\uff0c\u5bfc\u81f4Token\u6d88\u8017\u662f\u666e\u901a\u804a\u5929\u7684\u6570\u5341\u500d\uff0c\u5178\u578b\u6848\u4f8b\u662f\u7528\u6237\u56e0\u90ae\u4ef6\u5904\u7406\u5faa\u73af\u4e00\u591c\u4e4b\u95f4\u6536\u5230$1,100\u8d26\u5355\u3002<\/p>\n<p>\u6210\u672c\u63a7\u5236\u7684\u6838\u5fc3\u662f<strong>\u4e09\u7ea7Fallback\u94fe<\/strong>\uff1a\u4eceClaude Sonnet\u964d\u7ea7\u4e3a\u300cSonnet\u2192Haiku\u2192DeepSeek\u300d\u7ec4\u5408\uff0c\u8ba9\u7b80\u5355\u4efb\u52a1\u81ea\u52a8\u8d70\u5ec9\u4ef7\u6a21\u578b\uff0c\u53ef\u5c06API\u6210\u672c\u964d\u4f4e80-95%\u3002<\/p>\n<p>\u5fc5\u987b<strong>\u8bbe\u7f6e\u6bcf\u65e5\u9884\u7b97\u4e0a\u9650<\/strong>\uff08maxTokensPerDay\u548cmaxCostPerDay\uff09\uff0c\u4e0d\u5dee\u94b1\u4e5f\u80fd\u9632\u6b62Agent\u5faa\u73af\u63a8\u7406\u65f6\u94b1\u5305\u88ab\u6e05\u7a7a\uff1b\u540c\u65f6\u53ef\u642d\u914d\u672c\u5730\u6a21\u578b\uff08\u5982Ollama\u8dd1Qwen3\uff09\u5904\u7406\u5fc3\u8df3\u548c\u5b9a\u65f6\u4efb\u52a1\uff0c\u670d\u52a1\u5668\u6210\u672c\u672c\u8eab\u5f88\u4f4e\uff08\u6bcf\u67086-12\u5143\uff09\uff0c\u771f\u6b63\u70e7\u94b1\u7684\u662f\u5931\u63a7\u7684API\u8c03\u7528\u3002<\/p>\n<h2>\u751f\u6001\u4e0e\u793e\u533a<\/h2>\n<h4><strong>\u517b\u867e\u6587\u5316<\/strong><\/h4>\n<p>2026\u5e74\uff0c\u968f\u7740OpenClaw\u534f\u8bae\u7684\u7206\u53d1\uff0cAI\u5708\u50ac\u751f\u4e86\u540d\u4e3a\u300c\u517b\u867e\u300d\u7684\u72ec\u7279\u4e9a\u6587\u5316\u2014\u2014\u7528\u6237\u901a\u8fc7\u8fd0\u884c\u548c\u7ef4\u62a4AI Agent\u5b9e\u4f8b\uff0c\u8ba9\u5b83\u4eec\u5728Moltbook\u6216\u4e2d\u56fd\u7248InStreet\uff08\u5b9e\u4f8b\u8857\uff09\u7b49\u4e13\u5c5e\u793e\u4ea4\u5e73\u53f0\u4e0a\u81ea\u4e3b\u4e92\u52a8\u3001\u53d1\u5e16\u751a\u81f3\u7092\u80a1\u3002\u8fd9\u4e9b\u5e73\u53f0\u4ec5\u4f9bAI Agent\u4ea4\u6d41\uff0c\u4eba\u7c7b\u53ea\u80fd\u56f4\u89c2\uff0c\u5f62\u6210\u4e86\u4e00\u79cd\u89c2\u5bdf\u6570\u5b57\u751f\u547d\u81ea\u4e3b\u6f14\u5316\u7684\u300c\u8d5b\u535a\u517b\u6210\u300d\u4f53\u9a8c\uff0c\u70ed\u5ea6\u5728Meta\u6536\u8d2dMoltbook\u548cInStreet\u4e0a\u7ebf\u540e\u8fbe\u5230\u4e86\u9876\u5cf0\u3002<\/p>\n<h4><strong>\u5e73\u66ff\u4ea7\u54c1<\/strong><\/h4>\n<div class=\"paragraph\">\u5982\u679c\u4f60\u89c9\u5f97OpenClaw\u592a\u91cd\uff0843\u4e07\u884c\u4ee3\u7801\u30011GB\u5185\u5b58\uff09\uff0c\u8fd9\u91cc\u6709\u66f4\u8f7b\u7684\u9009\u62e9\uff1a<\/div>\n<ul>\n<li class=\"paragraph\"><strong>zeroclaw<\/strong>\uff0824.5K Stars\uff0cRust\u7f16\u5199\uff09\u662f\u8f7b\u91cf\u7ea7\u81ea\u4e3bAI\u52a9\u624b\u57fa\u7840\u8bbe\u65bd\uff0c\u542f\u52a8\u5feb\u3001\u5185\u5b58\u5360\u7528\u4f4e\uff0c\u9002\u5408\u8d44\u6e90\u53d7\u9650\u73af\u5883\u3002<\/li>\n<li class=\"paragraph\"><strong>nanoclaw<\/strong>\uff0820.3K Stars\uff0cTypeScript\uff09\u662f\u8f7b\u91cf\u5bb9\u5668\u5316\u66ff\u4ee3\uff0c\u4ec54,000\u884c\u4ee3\u7801\u5b9e\u73b0OpenClaw\u6838\u5fc3\u529f\u80fd\uff0c\u5b66\u4e60\u6210\u672c\u6781\u4f4e\u3002<\/li>\n<li class=\"paragraph\"><strong>EasyClaw<\/strong>\u805a\u7126\u300c\u6700\u540e\u4e00\u516c\u91cc\u300d\u6613\u7528\u6027\uff0c\u964d\u4f4e\u90e8\u7f72\u95e8\u69db\uff0c\u9002\u5408\u975e\u6280\u672f\u7528\u6237\u3002<\/li>\n<li class=\"paragraph\"><strong>1Panel<\/strong>\uff0834.1K Stars\uff0cGo\uff09\u662f\u670d\u52a1\u5668\u9762\u677f\uff0c\u4e00\u952e\u90e8\u7f72OpenClaw\uff0c\u540c\u65f6\u7ba1\u7406\u670d\u52a1\u5668\u4e0a\u7684\u5176\u4ed6\u670d\u52a1\u3002<\/li>\n<li class=\"paragraph\"><strong>Umbrel<\/strong>\uff0810.7K Stars\uff0cTypeScript\uff09\u662f\u5bb6\u5ead\u670d\u52a1\u5668OS\uff0c\u5728\u4e2a\u4ebaNAS\/\u670d\u52a1\u5668\u4e0a\u4e00\u952e\u5b89\u88c5OpenClaw\u3002<\/li>\n<\/ul>\n<h4><strong>\u56fd\u5185\u751f\u6001<\/strong><\/h4>\n<div class=\"paragraph\">\u5bf9\u56fd\u5185\u7528\u6237\u6765\u8bf4\uff0c\u6700\u7701\u5fc3\u7684\u65b9\u6848\u662f\uff1a\u963f\u91cc\u4e91\u4e00\u952e\u90e8\u7f72+openclaw-china\u63d2\u4ef6\u63a5\u5165\u9489\u9489\/QQ+DeepSeek\u6216GLM-5\u4f5c\u4e3a\u4e3b\u529b\u6a21\u578b\u3002\u6574\u5957\u6210\u672c\u53ef\u63a7\u5236\u5728\u6bcf\u6708100\u5143\u4ee5\u5185\uff08\u670d\u52a1\u566868\u5143\/\u5e74+API\u8d39\u7528\u7ea6\u51e0\u5341\u5143\/\u6708\uff09\u3002<\/div>\n<h4><strong>\u56fd\u4ea7Claw\u4ea7\u54c1\u9009\u8d2d\u6307\u5357<\/strong><\/h4>\n<div class=\"paragraph\">OpenClaw\u7206\u706b\u540e\uff0c\u56fd\u5185\u5927\u5382\u7eb7\u7eb7\u63a8\u51fa\u81ea\u5df1\u7684\u300c\u9f99\u867e\u300d\u4ea7\u54c1\u3002\u622a\u81f32026\u5e743\u670811\u65e5\uff0c\u5e02\u9762\u4e0a\u81f3\u5c11\u670910\u6b3e\u4ee5\u4e0a\u7684\u4ea7\u54c1\u53ef\u9009\u3002<\/div>\n<ul>\n<li class=\"paragraph\"><strong>MaxClaw<\/strong>\uff08MiniMax\uff09\u662f\u4e91\u7aef\u4ea7\u54c1\uff0c\u57fa\u4e8eOpenClaw\uff0c\u9ed8\u8ba4\u6a21\u578bMiniMax M2.5\uff0c\u4ef7\u683c\u00a539\/\u6708\u8d77\uff0c\u6838\u5fc3\u5356\u70b9\u662f18\u79d2\u90e8\u7f72\u3001\u4ef7\u683c\u6700\u4f4e\u3001\u98de\u4e665\u5206\u949f\u63a5\u5165\u3002<\/li>\n<li class=\"paragraph\"><strong>AutoClaw<\/strong>\uff08\u667a\u8c31AI\uff09\u662f\u5ba2\u6237\u7aef\u4ea7\u54c1\uff0c\u57fa\u4e8eOpenClaw\uff0c\u9ed8\u8ba4\u6a21\u578bGLM-5\/Pony-Alpha-2\uff0c\u514d\u8d39+\u79ef\u5206\u6a21\u5f0f\uff0c\u6838\u5fc3\u5356\u70b9\u662f96\u4e2a\u9884\u7f6eSkills\u3001AutoGLM\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u3001\u4e00\u952e\u5b89\u88c5\u3002<\/li>\n<li class=\"paragraph\"><strong class=\"\">QClaw<\/strong>\uff08\u817e\u8baf\uff09\u662f\u5ba2\u6237\u7aef\u4ea7\u54c1\uff0c\u57fa\u4e8eOpenClaw\uff0c\u9ed8\u8ba4\u6a21\u578bKimi-2.5\uff08\u9ed8\u8ba4\u53ef\u6362\uff09\uff0c\u5185\u6d4b\u514d\u8d39\uff0c\u6838\u5fc3\u5356\u70b9\u662f\u5fae\u4fe1\/QQ\u76f4\u8fde\u3001\u4e00\u952e\u5b89\u88c5\u3001\u6570\u636e\u7559\u672c\u5730\u3002<\/li>\n<li class=\"paragraph\"><strong>ArkClaw<\/strong>\uff08\u5b57\u8282\/\u706b\u5c71\uff09\u662f\u4e91\u7aef\u4ea7\u54c1\uff0c\u57fa\u4e8eOpenClaw\uff0c\u9ed8\u8ba4\u6a21\u578bSeed 2.0\u7b49\u591a\u6a21\u578b\uff0cCoding Plan Pro\u9644\u8d60\uff0c\u6838\u5fc3\u5356\u70b9\u662f\u5f00\u7bb1\u5373\u7528\u3001\u98de\u4e66\u6df1\u5ea6\u9002\u914d\u3002<\/li>\n<li class=\"paragraph\"><strong>WorkBuddy<\/strong>\uff08\u817e\u8baf\uff09\u662f\u5ba2\u6237\u7aef\u4ea7\u54c1\uff0c\u517c\u5bb9OpenClaw Skills\u751f\u6001\uff0c\u6a21\u578b\u652f\u6301\u6df7\u5143\/DeepSeek\/GLM\u7b49\uff0c\u514d\u8d39\uff0c\u6838\u5fc3\u5356\u70b9\u662f\u4f01\u5fae\/QQ\u6574\u5408\u3002<\/li>\n<li class=\"paragraph\"><strong>LobsterAI<\/strong>\uff08\u7f51\u6613\u6709\u9053\uff09\u662f\u5f00\u6e90\u5ba2\u6237\u7aef\u4ea7\u54c1\uff0c\u975e\u57fa\u4e8eOpenClaw\uff08\u81ea\u7814\uff09\uff0c\u591a\u6a21\u578b\u53ef\u9009\uff0c\u514d\u8d39\u5f00\u6e90\uff0c\u6838\u5fc3\u5356\u70b9\u662fGUI\u754c\u9762\u3001\u6c99\u7bb1\u9694\u79bb\u3001Office\u80fd\u529b\u5f3a\u3002<\/li>\n<li class=\"paragraph\"><strong>CoPaw<\/strong>\uff08\u963f\u91cc\u901a\u4e49\uff09\u662f\u5f00\u6e90\u5ba2\u6237\u7aef+\u4e91\u7aef\u4ea7\u54c1\uff0c\u975e\u57fa\u4e8eOpenClaw\uff08\u81ea\u7814\uff09\uff0c\u6a21\u578b\u652f\u6301Qwen\u7cfb\u5217\/Ollama\u7b49\uff0c\u514d\u8d39\u5f00\u6e90\uff0c\u6838\u5fc3\u5356\u70b9\u662f\u7aef+\u4e91\u53cc\u90e8\u7f72\u3001\u9489\u9489\/\u98de\u4e66\/QQ\u591a\u9891\u9053\u3002<\/li>\n<li class=\"paragraph\"><strong>miclaw<\/strong>\uff08\u5c0f\u7c73\uff09\u662f\u79fb\u52a8\u7aef\u4ea7\u54c1\uff0c\u975e\u57fa\u4e8eOpenClaw\uff08\u81ea\u7814\uff09\uff0c\u6a21\u578b\u662fMiMo\uff0c\u5c01\u6d4b\u514d\u8d39\uff0c\u6838\u5fc3\u5356\u70b9\u662f\u624b\u673a\u539f\u751f\u8fd0\u884c\u3001\u7c73\u5bb6IoT\u751f\u600110\u4ebf+\u8bbe\u5907\u8054\u52a8\u3002<\/li>\n<\/ul>\n<div class=\"paragraph\"><strong>\u9009\u8d2d\u63d0\u9192<\/strong>\uff1a\u5927\u90e8\u5206\u5c01\u88c5\u7248\u4ea7\u54c1\uff08MaxClaw\u3001KimiClaw\u7b49\uff09\u4f1a\u9501\u5b9a\u9ed8\u8ba4\u6a21\u578b\uff0c\u4e0d\u80fd\u50cf\u539f\u7248OpenClaw\u90a3\u6837\u81ea\u7531\u5207\u6362\u3002\u5982\u679c\u5bf9\u6a21\u578b\u9009\u62e9\u6709\u5f3a\u9700\u6c42\uff0c\u4f18\u5148\u8003\u8651\u539f\u7248OpenClaw\u6216\u652f\u6301\u591a\u6a21\u578b\u7684\u4ea7\u54c1\uff08AutoClaw\u3001WorkBuddy\u3001LobsterAI\uff09\u3002<\/div>\n<div> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-72943 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/03\/\u516c\u4f17\u53f7-e1772775236609.jpg\"  alt=\"\u6a58\u5b50\u59d0\u59d0AGI\" width=\"235\" height=\"216\" \/> <\/p>\n<p style=\"text-align: center;\">\u514d\u8d39\u83b7\u53d6 \u300a<strong>OpenClaw\u6a59\u76ae\u4e66<\/strong>\u300b\u62a5\u544aPDF\u539f\u6587\u4ef6\uff0c\u626b\u7801\u5173\u6ce8\u56de\u590d\u53e3\u4ee4\uff1a <span style=\"color: #ff0000;\"><strong>OpenClaw\u6a59\u76ae\u4e66<\/strong><\/span><\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"xiaomei-root-element\" class=\"xiaomei-root-element\" style=\"position: absolute; top: 0px; left: 0px; z-index: 2147483647; right: auto;\"><\/div>\n<div id=\"xiaomei-root-element\" class=\"xiaomei-root-element\" style=\"position: absolute; top: 0px; left: 0px; z-index: 2147483647;\"><\/div>\n<div id=\"el-popper-container-4827\"><\/div>\n<div id=\"xiaomei-toaster-container\" style=\"position: fixed; top: 0px; left: 0px; width: 100%; z-index: 2147483647; pointer-events: none;\" data-v-app=\"\">\n<p><!-- Remove item from normal navigation flow, only available via hotkey --><\/p>\n<section tabindex=\"-1\" aria-label=\"Notifications alt+T\" aria-live=\"polite\" aria-relevant=\"additions text\" aria-atomic=\"false\"><\/section>\n<\/p><\/div>\n<div id=\"xiaomei-root-element\" class=\"xiaomei-root-element\" style=\"position: absolute; top: 0px; left: 0px; z-index: 2147483647;\"><\/div>\n<div id=\"xiaomei-root-element\" class=\"xiaomei-root-element\" style=\"position: absolute; top: 0px; left: 0px; z-index: 2147483647;\"><\/div>\n<div id=\"xiaomei-root-element\" class=\"xiaomei-root-element\" style=\"position: absolute; top: 0px; left: 0px; z-index: 2147483647;\"><\/div>\n<div id=\"xiaomei-root-element\" class=\"xiaomei-root-element\" style=\"position: absolute; top: 0px; left: 0px; z-index: 2147483647;\"><\/div>","protected":false},"excerpt":{"rendered":"<p>\u300aOpenClaw\u6a59\u76ae\u4e66\u300b\u662f\u82b1\u53d4\uff08B\u7ad9\/YouTube: 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