{"id":1684,"date":"2026-05-28T18:46:01","date_gmt":"2026-05-29T02:46:01","guid":{"rendered":"https:\/\/51ai.website\/?p=1684"},"modified":"2026-05-28T18:48:46","modified_gmt":"2026-05-29T02:48:46","slug":"openclaw-why-it-gets-better-over-time-its-just-a-bunch-of-md-files","status":"publish","type":"post","link":"https:\/\/51ai.website\/en\/blog\/openclaw-why-it-gets-better-over-time-its-just-a-bunch-of-md-files\/","title":{"rendered":"OpenClaw \u4e3a\u4ec0\u4e48\u8d8a\u7528\u8d8a\u597d\u7528\uff1f\u672c\u8d28\u5c31\u662f\u4e00\u5806 md \u6587\u4ef6"},"content":{"rendered":"
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\u672c\u6587\u5185\u5bb9\u57fa\u4e8e\u4f5c\u8005\u4e2a\u4eba\u6280\u672f\u5b9e\u8df5\u4e0e\u72ec\u7acb\u601d\u8003\uff0c\u65e8\u5728\u5206\u4eab\u7ecf\u9a8c\uff0c\u4ec5\u4ee3\u8868\u4e2a\u4eba\u89c2\u70b9\u3002<\/span><\/span><\/p><\/blockquote>\n<\/section>\n\n\n\n

\u6700\u8fd1\u6df1\u5ea6\u4f7f\u7528\u4e86 OpenClaw\uff0c\u57fa\u672c\u4e0a\u6bcf\u5929\u90fd\u8981\u8ddf\u5b83\u4ea4\u6d41\u51e0\u4e2a\u5c0f\u65f6\uff0c\u4e5f\u6162\u6162\u6478\u7d22\u51fa\u4e86\u4e00\u4e9b\u7ecf\u9a8c\u3002\u770b\u5230\u4e0d\u5c11\u4eba\u8bf4 OpenClaw \u4e0d\u597d\u7528\uff0c\u6211\u60f3\u5148\u804a\u804a”\u4e0d\u597d\u7528”\u7684\u539f\u56e0\uff0c\u518d\u6df1\u5165\u62c6\u89e3\u4e00\u4e2a\u6211\u8ba4\u4e3a\u88ab\u5927\u591a\u6570\u4eba\u5ffd\u7565\u7684\u6838\u5fc3\u95ee\u9898\u2014\u2014OpenClaw \u8d8a\u7528\u8d8a\u597d\u7528\u7684\u672c\u8d28\u5230\u5e95\u662f\u4ec0\u4e48\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u5148\u8bf4\u7ed3\u8bba\uff1a<\/span><\/span><\/span>\u662f\u4e00\u5806 md \u6587\u4ef6\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u8fd9\u4e0d\u662f\u8c03\u4f83\uff0c\u662f\u6211\u8bfb\u5b8c\u5b83\u7684\u6e90\u7801\u4e4b\u540e\u5f97\u51fa\u7684\u5224\u65ad\u3002\u4e0b\u9762\u5c55\u5f00\u8bf4\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

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\u4e00\u3001\u4e3a\u4ec0\u4e48\u5f88\u591a\u4eba\u89c9\u5f97 OpenClaw \u4e0d\u597d\u7528<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

\u5728\u804a\u6838\u5fc3\u673a\u5236\u4e4b\u524d\uff0c\u5148\u6392\u9664\u51e0\u4e2a\u5e38\u89c1\u7684”\u7528\u6cd5\u95ee\u9898”\u3002\u5f88\u591a\u4eba\u8bf4\u4e0d\u597d\u7528\uff0c\u5176\u5b9e\u4e0d\u662f\u4ea7\u54c1\u7684\u95ee\u9898\uff0c\u662f\u4f7f\u7528\u59ff\u52bf\u6ca1\u5bf9\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

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1. \u6a21\u578b\u6ca1\u9009\u5bf9<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

\u6a21\u578b\u5bf9\u6548\u679c\u7684\u5f71\u54cd\u662f\u51b3\u5b9a\u6027\u7684\u3002\u540c\u6837\u7684\u6307\u4ee4\uff0c\u6362\u4e00\u4e2a\u6a21\u578b\uff0c\u8f93\u51fa\u8d28\u91cf\u53ef\u80fd\u5929\u5dee\u5730\u522b\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u8fd9\u91cc\u7684\u5173\u952e\u8ba4\u77e5\u662f\uff1aOpenClaw \u672c\u8eab\u4e0d\u751f\u4ea7\u667a\u80fd\uff0c\u5b83\u662f\u4e00\u4e2a\u8ba9 AI \u6a21\u578b\u53d1\u6325\u5f97\u66f4\u597d\u7684\u6846\u67b6\u3002\u6846\u67b6\u518d\u597d\uff0c\u5e95\u5c42\u6a21\u578b\u4e0d\u884c\uff0c\u4e0a\u9650\u5c31\u5728\u90a3\u91cc\u3002\u5c31\u50cf\u4f60\u7ed9\u4e00\u4e2a\u5b9e\u4e60\u751f\u5199\u4e86\u4e00\u4efd\u975e\u5e38\u8be6\u5c3d\u7684\u64cd\u4f5c\u624b\u518c\uff0c\u4ed6\u53ef\u80fd\u8fd8\u662f\u505a\u4e0d\u597d\uff1b\u4f46\u4f60\u7ed9\u4e00\u4e2a\u9ad8\u7ea7\u5de5\u7a0b\u5e08\u540c\u6837\u7684\u624b\u518c\uff0c\u4ed6\u80fd\u505a\u5230\u8fdc\u8d85\u4f60\u9884\u671f\u7684\u6c34\u5e73\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

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2. \u628a Agent \u5f53\u6210\u901a\u624d<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

\u5f88\u591a\u4eba\u7684\u7528\u6cd5\u662f\uff1a\u914d\u4e00\u4e2a agent\uff0c\u4ec0\u4e48\u90fd\u8ba9\u5b83\u5e72\u3002\u5199\u4ee3\u7801\u627e\u5b83\uff0c\u5199\u6587\u6848\u627e\u5b83\uff0c\u505a\u6570\u636e\u5206\u6790\u8fd8\u627e\u5b83\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u4ed4\u7ec6\u60f3\u60f3\uff0c\u73b0\u5b9e\u4e16\u754c\u91cc\u662f\u4e0d\u662f\u6bcf\u4e2a\u516c\u53f8\u90fd\u5206\u5c97\u4f4d\uff1f\u6bcf\u4e2a\u4e13\u5bb6\u90fd\u4e13\u7cbe\u4e00\u4e2a\u6216\u51e0\u4e2a\u9886\u57df\uff1fAI agent \u4e5f\u662f\u4e00\u6837\u7684\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

OpenClaw \u652f\u6301\u591a Agent \u67b6\u6784\uff0c\u4f60\u53ef\u4ee5\u914d\u7f6e\u591a\u4e2a agent\uff0c\u6bcf\u4e2a\u8d1f\u8d23\u4e00\u4e2a\u9886\u57df\u3002\u800c\u4e14\u4ece\u4ee3\u7801\u5c42\u9762\u6765\u770b\uff0c\u8fd9\u4e0d\u53ea\u662f”\u5206\u5de5”\u90a3\u4e48\u7b80\u5355\u2014\u2014\u6bcf\u4e2a agent \u6709<\/span><\/span><\/span>\u72ec\u7acb\u7684 workspace \u76ee\u5f55\u3001\u72ec\u7acb\u7684 memory \u6570\u636e\u5e93\u3001\u72ec\u7acb\u7684 session \u5386\u53f2<\/span><\/span><\/span>\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u4e00\u4e2a\u4e13\u95e8\u505a\u4ee3\u7801\u5ba1\u67e5\u7684 agent\uff0c\u5b83\u79ef\u7d2f\u7684\u6240\u6709\u7ecf\u9a8c\u90fd\u662f\u5173\u4e8e\u4ee3\u7801\u5ba1\u67e5\u7684\uff0c\u4e0d\u4f1a\u88ab\u4f60\u8ba9\u5b83\u5e2e\u4f60\u5199\u5468\u62a5\u7684\u90a3\u4e9b\u5bf9\u8bdd\u6c61\u67d3\u6389\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u8fd9\u5c31\u50cf\u4e00\u4e2a\u516c\u53f8\u91cc\uff0c\u8ba9\u6bcf\u4e2a\u5458\u5de5\u4e13\u6ce8\u4e00\u4e2a\u9886\u57df\uff0c\u4ed6\u7684\u7ecf\u9a8c\u79ef\u7d2f\u662f\u5782\u76f4\u7684\u3001\u6df1\u5ea6\u7684\uff0c\u800c\u4e0d\u662f\u6c34\u5e73\u7684\u3001\u7a00\u8584\u7684\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

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3. \u6ca1\u6709”\u57f9\u8bad”\u4f60\u7684 Agent<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

\u8fd9\u662f\u4eca\u5929\u6211\u8981\u91cd\u70b9\u5c55\u5f00\u7684\u90e8\u5206\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u5f88\u591a\u4eba\u88c5\u597d OpenClaw\uff0c\u5f00\u7bb1\u5c31\u7528\uff0c\u89c9\u5f97\u6548\u679c\u4e00\u822c\uff0c\u7136\u540e\u5c31\u4e0b\u4e86\u7ed3\u8bba\u8bf4\u4e0d\u597d\u7528\u3002\u4f46\u4f60\u60f3\u60f3\uff0c\u4f60\u62db\u4e00\u4e2a\u65b0\u5458\u5de5\uff0c\u4ed6\u7b2c\u4e00\u5929\u6765\u4e0a\u73ed\u4f60\u5c31\u6307\u671b\u4ed6\u8ddf\u5e72\u4e86\u4e09\u5e74\u7684\u8001\u5458\u5de5\u4e00\u6837\u597d\u4f7f\uff1f<\/span><\/span><\/span><\/p>\n\n\n\n

Agent \u9700\u8981\u57f9\u8bad\u3002\u9700\u8981\u8ddf\u5b83\u591a\u5bf9\u8bdd\uff0c\u544a\u8bc9\u5b83\u4f60\u7684\u504f\u597d\uff0c\u8ba9\u5b83\u4e86\u89e3\u4f60\u7684\u5de5\u4f5c\u573a\u666f\uff0c\u8ddf\u5b83\u4e00\u8d77\u8e29\u5751\u7136\u540e\u628a\u7ecf\u9a8c\u56fa\u5316\u4e0b\u6765\u3002\u8fd9\u4e2a\u8fc7\u7a0b\uff0c\u7528 OpenClaw \u7684\u672f\u8bed\u53eb”\u5f62\u6210 SOP”\uff0c\u7528\u66f4\u6280\u672f\u7684\u8bdd\u8bf4\uff0c<\/span>\u53eb<\/span><\/span><\/span>\u79ef\u7d2f workspace \u6587\u4ef6<\/span><\/span><\/span>The<\/span><\/span><\/span><\/p>\n\n\n\n

\u8fd9\u5c31\u662f OpenClaw \u8d8a\u7528\u8d8a\u597d\u7528\u7684\u6838\u5fc3\u673a\u5236\uff0c\u4e5f\u662f\u8fd9\u7bc7\u6587\u7ae0\u7684\u91cd\u70b9\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

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\u4e8c\u3001\u6838\u5fc3\u673a\u5236\uff1a\u4e00\u4e2a\u81ea\u6211\u8fdb\u5316\u7684 md \u6587\u4ef6\u7cfb\u7edf<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

\u6211\u53bb\u8bfb\u4e86 OpenClaw \u7684\u6e90\u7801\uff0c\u628a\u6574\u4e2a”\u8d8a\u7528\u8d8a\u597d\u7528”\u7684\u673a\u5236\u62c6\u89e3\u6e05\u695a\u4e86\u3002\u8bf4\u767d\u4e86\uff0c\u5b83\u7684\u67b6\u6784\u53ef\u4ee5\u7528\u4e00\u53e5\u8bdd\u6982\u62ec\uff1a<\/span><\/span><\/span><\/p>\n\n\n\n

\u6bcf\u6b21\u5bf9\u8bdd\u524d\uff0c\u628a\u4e00\u5806 md \u6587\u4ef6\u62fc\u8fdb prompt\uff1b\u5bf9\u8bdd\u540e\uff0c\u8ba9 agent \u628a\u65b0\u5b66\u5230\u7684\u4e1c\u897f\u5199\u56de\u8fd9\u4e9b md \u6587\u4ef6\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u5c31\u8fd9\u4e48\u7b80\u5355\u3002\u4f46\u8fd9\u4e2a\u7b80\u5355\u7684\u5faa\u73af\uff0c\u6784\u6210\u4e86\u4e00\u4e2a\u5a01\u529b\u5de8\u5927\u7684\u98de\u8f6e\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

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\u9aa8\u67b6\uff1a7 \u4e2a\u6838\u5fc3 md \u6587\u4ef6<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

OpenClaw \u7ed9\u6bcf\u4e2a agent \u7684 workspace \u9884\u8bbe\u4e86 7 \u7c7b\u6838\u5fc3\u6587\u4ef6\uff1a<\/span><\/span><\/span><\/p>\n\n\n\n

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1. SOUL.md \u2014 Agent \u662f\u8c01<\/span><\/span><\/span><\/p>\n\n\n\n

\u8fd9\u4e2a\u6587\u4ef6\u5b9a\u4e49\u4e86 agent \u7684\u4eba\u683c\uff1a\u8bed\u6c14\u3001\u98ce\u683c\u3001\u8fb9\u754c\u3001\u4ef7\u503c\u89c2\u3002\u6709\u610f\u601d\u7684\u662f\uff0c\u6a21\u677f\u91cc\u5199\u7740\u4e00\u53e5\u8bdd\uff1a”This file is yours to evolve. As you learn who you are, update it.”\u2014\u2014\u8fd9\u4e2a\u6587\u4ef6\u662f\u4f60\u81ea\u5df1\u7684\uff0c\u968f\u7740\u4f60\u4e86\u89e3\u81ea\u5df1\uff0c\u53bb\u66f4\u65b0\u5b83\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u4e5f\u5c31\u662f\u8bf4\uff0cagent \u7684”\u4eba\u683c”\u4e0d\u662f\u4f60\u4e00\u6b21\u5199\u6b7b\u7684\uff0c\u662f\u5b83\u5728\u8ddf\u4f60\u4e92\u52a8\u7684\u8fc7\u7a0b\u4e2d\uff0c\u81ea\u5df1\u6162\u6162\u8c03\u6574\u7684\u3002\u5b83\u53d1\u73b0\u4f60\u559c\u6b22\u7b80\u6d01\u76f4\u63a5\u7684\u56de\u7b54\uff0c\u5c31\u4f1a\u628a\u8fd9\u4e2a\u504f\u597d\u5199\u8fdb\u81ea\u5df1\u7684\u7075\u9b42\u6587\u4ef6\u91cc\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

2. USER.md \u2014 \u7528\u6237\u662f\u8c01<\/span><\/span><\/span><\/p>\n\n\n\n

\u8fd9\u662f agent \u5bf9\u4f60\u7684\u753b\u50cf\uff1a\u4f60\u7684\u540d\u5b57\u3001\u65f6\u533a\u3001\u5de5\u4f5c\u4e60\u60ef\u3001\u6280\u672f\u504f\u597d\u3001\u6c9f\u901a\u98ce\u683c\u3002\u6bcf\u6b21\u5bf9\u8bdd\u4e2d agent \u4e86\u89e3\u5230\u5173\u4e8e\u4f60\u7684\u65b0\u4fe1\u606f\uff0c\u5c31\u4f1a\u66f4\u65b0\u8fd9\u4e2a\u6587\u4ef6\u3002\u7528\u5f97\u8d8a\u4e45\uff0c\u8fd9\u4e2a\u753b\u50cf\u8d8a\u7cbe\u51c6\uff0cagent \u5c31\u8d8a”\u61c2\u4f60”\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

3. AGENTS.md \u2014 \u505a\u4e8b\u7684\u89c4\u77e9\u548c\u8e29\u8fc7\u7684\u5751<\/span><\/span><\/span><\/p>\n\n\n\n

\u8fd9\u662f\u6700\u5173\u952e\u7684\u4e00\u4e2a\u6587\u4ef6\u3002\u5b83\u5b9a\u4e49\u4e86 agent \u7684\u884c\u4e3a\u89c4\u8303\uff0c\u66f4\u91cd\u8981\u7684\u662f\uff0c<\/span><\/span><\/span>\u8bb0\u5f55\u4e86\u6240\u6709\u8e29\u8fc7\u7684\u5751<\/span><\/span><\/span>The<\/span><\/span><\/span><\/p>\n\n\n\n

\u6211\u5728\u6e90\u7801\u91cc\u770b\u5230\u5b83\u7684\u6a21\u677f\u6709\u4e00\u6761\u660e\u786e\u7684\u6307\u4ee4\uff1a”When you learn a lesson \u2192 update AGENTS.md”\u3001”When you make a mistake \u2192 document it so future-you doesn’t repeat it.”<\/span><\/span><\/span><\/p>\n\n\n\n

\u7ffb\u8bd1\u6210\u4eba\u8bdd\u5c31\u662f\uff1a\u4f60\u72af\u4e86\u4e00\u4e2a\u9519\uff0c\u628a\u5b83\u8bb0\u4e0b\u6765\uff0c\u8fd9\u6837\u4ee5\u540e\u7684\u4f60\u5c31\u4e0d\u4f1a\u518d\u72af\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48 OpenClaw \u8d8a\u7528\u8d8a\u597d\u2014\u2014\u4e0d\u662f\u56e0\u4e3a\u6a21\u578b\u53d8\u806a\u660e\u4e86\uff0c\u662f\u56e0\u4e3a AGENTS.md \u91cc\u7684\u8e29\u5751\u8bb0\u5f55\u8d8a\u6765\u8d8a\u591a\u3002\u6bcf\u4e00\u6761\u8bb0\u5f55\u90fd\u662f\u4e00\u6b21\u9519\u8bef\u7684\u4ee3\u4ef7\u6362\u6765\u7684\u7ecf\u9a8c\uff0c\u88ab\u56fa\u5316\u6210\u4e86\u4e00\u884c\u6587\u5b57\uff0c\u4ece\u6b64\u6c38\u8fdc\u751f\u6548\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

4. TOOLS.md \u2014 \u73af\u5883\u5907\u5fd8<\/span><\/span><\/span><\/p>\n\n\n\n

\u8bb0\u5f55\u4f60\u7684\u5de5\u4f5c\u73af\u5883\uff1aSSH \u4e3b\u673a\u540d\u3001\u6444\u50cf\u5934\u8bbe\u5907\u540d\u3001\u6587\u4ef6\u8def\u5f84\u4e60\u60ef\u7b49\u3002agent \u8e29\u5751\u540e\u81ea\u5df1\u8865\u5145\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

5. SKILL.md \u00d7 N \u2014 \u5404\u9886\u57df\u7684\u64cd\u4f5c\u624b\u518c<\/span><\/span><\/span><\/p>\n\n\n\n

\u6bcf\u4e2a SKILL.md \u5b9a\u4e49\u4e86\u4e00\u4e2a\u7279\u5b9a\u9886\u57df\u7684\u64cd\u4f5c\u89c4\u8303\u3002OpenClaw \u5185\u7f6e\u4e86 52 \u4e2a skill\uff0c\u6db5\u76d6 GitHub issue \u7ba1\u7406\u3001\u90ae\u4ef6\u5904\u7406\u3001\u5065\u5eb7\u68c0\u67e5\u3001\u4ee3\u7801\u5ba1\u67e5\u7b49\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u66f4\u5173\u952e\u7684\u662f\uff0c\u4f60\u53ef\u4ee5\u81ea\u5df1\u5199 skill\u3002\u6bd4\u5982\u4f60\u6bcf\u5468\u90fd\u8981\u51fa\u4e00\u4efd\u7279\u5b9a\u683c\u5f0f\u7684\u5468\u62a5\uff0c\u4f60\u53ef\u4ee5\u628a\u683c\u5f0f\u8981\u6c42\u3001\u6570\u636e\u6765\u6e90\u3001\u8f93\u51fa\u6a21\u677f\u5199\u6210\u4e00\u4e2a SKILL.md\uff0c\u653e\u5230 workspace \u91cc\u3002\u4ece\u6b64 agent \u6bcf\u6b21\u505a\u5468\u62a5\u90fd\u4f1a\u6309\u7167\u8fd9\u4e2a\u89c4\u8303\u6765\uff0c\u4e0d\u9700\u8981\u4f60\u6bcf\u6b21\u91cd\u65b0\u63cf\u8ff0\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

Skill \u7684\u52a0\u8f7d\u6709\u4f18\u5148\u7ea7\uff1a\u5185\u7f6e\u7684\u4f18\u5148\u7ea7\u6700\u4f4e\uff0cworkspace \u91cc\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u4f18\u5148\u7ea7\u6700\u9ad8\u3002\u4e5f\u5c31\u662f\u8bf4\u4f60\u53ef\u4ee5\u8986\u76d6\u4efb\u4f55\u5185\u7f6e skill \u7684\u884c\u4e3a\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

6. memory\/*.md \u2014 \u65e5\u5e38\u8bb0\u5fc6<\/span><\/span><\/span><\/p>\n\n\n\n

Agent \u6bcf\u5929\u4f1a\u5199\u4e00\u4e2a\u65e5\u671f\u547d\u540d\u7684 md \u6587\u4ef6\uff0c\u8bb0\u5f55\u5f53\u5929\u7684\u5bf9\u8bdd\u8981\u70b9\u3001\u505a\u4e86\u4ec0\u4e48\u3001\u5b66\u5230\u4ec0\u4e48\u3002\u8fd9\u4e9b\u6587\u4ef6\u4f1a\u88ab\u7d22\u5f15\u5230 SQLite \u6570\u636e\u5e93\u91cc\uff0c\u652f\u6301\u5168\u6587\u641c\u7d22\u548c\u5411\u91cf\u68c0\u7d22\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

7. MEMORY.md \u2014 \u63d0\u70bc\u540e\u7684\u957f\u671f\u8bb0\u5fc6<\/span><\/span><\/span><\/p>\n\n\n\n

Agent \u4f1a\u5b9a\u671f\u628a daily memory \u91cc\u7684\u91cd\u8981\u5185\u5bb9\u63d0\u70bc\u5230\u8fd9\u4e2a\u6587\u4ef6\u91cc\u3002\u76f8\u5f53\u4e8e\u4ece\u65e5\u8bb0\u4e2d\u6574\u7406\u51fa\u6765\u7684\u7b14\u8bb0\u7cbe\u534e\u3002\u8fd9\u4e2a\u6587\u4ef6\u6bcf\u6b21\u5bf9\u8bdd\u90fd\u4f1a\u88ab\u52a0\u8f7d\u8fdb prompt\uff0c\u6240\u4ee5 agent \u7684”\u957f\u671f\u8bb0\u5fc6”\u5c31\u5b58\u5728\u8fd9\u91cc\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

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\u8840\u8089\uff1a\u7528\u6237\u548c Agent \u5171\u540c\u751f\u957f\u51fa\u6765\u7684\u81ea\u5b9a\u4e49\u6587\u4ef6<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

\u4ee5\u4e0a 7 \u7c7b\u6587\u4ef6\u662f\u6846\u67b6\u9884\u8bbe\u7684\u9aa8\u67b6\u3002\u4f46 workspace \u672c\u8d28\u5c31\u662f\u4e00\u4e2a\u666e\u901a\u6587\u4ef6\u5939\uff0cagent \u6709\u6587\u4ef6\u8bfb\u5199\u80fd\u529b\uff0c\u5b83\u53ef\u4ee5\u5728\u91cc\u9762\u521b\u5efa\u4efb\u4f55\u5b83\u9700\u8981\u7684\u6587\u4ef6\u548c\u76ee\u5f55\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u6bd4\u5982\u4e00\u4e2a\u5e2e\u4f60\u7ba1\u7406\u9879\u76ee\u7684 agent\uff0c\u7528\u4e45\u4e86\u5b83\u7684 workspace \u91cc\u53ef\u80fd\u957f\u51fa\u8fd9\u6837\u7684\u7ed3\u6784\uff1a<\/span><\/span><\/span><\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u8fd9\u4e9b\u989d\u5916\u7684\u6587\u4ef6\u6ca1\u6709\u4efb\u4f55 schema \u7ea6\u675f\uff0c\u5b8c\u5168\u662f agent \u5728\u4f7f\u7528\u8fc7\u7a0b\u4e2d\u81ea\u5df1\u7ec4\u7ec7\u51fa\u6765\u7684\u3002\u6bcf\u4e2a\u4eba\u7684 agent \u6700\u7ec8\u957f\u51fa\u6765\u7684\u5f62\u6001\u4e0d\u4e00\u6837\uff0c\u53d6\u51b3\u4e8e\u4f60\u8ddf\u5b83\u804a\u4e86\u4ec0\u4e48\u3001\u505a\u4e86\u4ec0\u4e48\u3001\u5728\u54ea\u4e9b\u9886\u57df\u7528\u5b83\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u8fd9\u610f\u5473\u7740\u4f60\u7684 agent \u662f\u771f\u6b63”\u79c1\u4eba\u5b9a\u5236”\u7684\u2014\u2014\u4e0d\u662f\u4f60\u5728\u8bbe\u7f6e\u9875\u9762\u52fe\u9009\u4e86\u51e0\u4e2a\u9009\u9879\uff0c\u662f\u5b83\u901a\u8fc7\u51e0\u767e\u6b21\u5bf9\u8bdd\uff0c\u81ea\u5df1\u751f\u957f\u51fa\u4e86\u4e00\u5957\u53ea\u9002\u5408\u4f60\u7684\u77e5\u8bc6\u4f53\u7cfb\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

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\u4e09\u3001\u81ea\u6211\u8fdb\u5316\u7684\u95ed\u73af<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

\u4e0a\u9762\u8bf4\u7684\u90fd\u662f\u9759\u6001\u7684\u6587\u4ef6\u7ed3\u6784\uff0c\u771f\u6b63\u6709\u610f\u601d\u7684\u662f\u8fd9\u4e9b\u6587\u4ef6\u662f\u600e\u4e48\u88ab\u7ef4\u62a4\u548c\u66f4\u65b0\u7684\u3002OpenClaw \u8bbe\u8ba1\u4e86\u4e00\u4e2a agent \u81ea\u6211\u8fdb\u5316\u7684\u95ed\u73af\uff1a<\/span><\/span><\/span><\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u6ce8\u610f\u8fd9\u91cc\u9762\u6709\u4e24\u5c42\u5faa\u73af\uff1a<\/span><\/span><\/span><\/p>\n\n\n\n

\u5916\u5c42\u5faa\u73af\uff1amd \u6587\u4ef6\u8bfb\u5199\u3002<\/span><\/span><\/span> \u6bcf\u6b21\u5bf9\u8bdd\u52a0\u8f7d\uff0c\u5bf9\u8bdd\u4e2d\u66f4\u65b0\u3002\u8fd9\u662f”\u7ecf\u9a8c”\u5c42\u9762\u7684\u79ef\u7d2f\u2014\u2014agent \u77e5\u9053\u4e86\u54ea\u4e9b\u4e8b\u8be5\u505a\u3001\u54ea\u4e9b\u4e8b\u4e0d\u8be5\u505a\u3001\u4f60\u559c\u6b22\u4ec0\u4e48\u3001\u4f60\u7684\u73af\u5883\u662f\u4ec0\u4e48\u6837\u7684\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u5185\u5c42\u5faa\u73af\uff1a\u5411\u91cf\u7d22\u5f15\u68c0\u7d22\u3002<\/span><\/span><\/span> \u5f53 memory \u6587\u4ef6\u8d8a\u6765\u8d8a\u591a\uff0cagent \u4e0d\u53ef\u80fd\u628a\u6240\u6709\u5185\u5bb9\u90fd\u585e\u8fdb prompt\uff08\u6709 token \u9650\u5236\uff09\uff0c\u6240\u4ee5 OpenClaw \u7528 SQLite \u7684 FTS5 \u5168\u6587\u641c\u7d22\u548c sqlite-vec \u5411\u91cf\u68c0\u7d22\u505a\u4e86\u4e00\u4e2a\u6df7\u5408\u641c\u7d22\u5f15\u64ce\u3002agent \u6bcf\u6b21\u5bf9\u8bdd\u524d\u88ab\u6307\u4ee4\u8981\u6c42\u5148\u641c\u7d22\u76f8\u5173\u8bb0\u5fc6\u518d\u56de\u7b54\uff0c\u8fd9\u6837\u5373\u4f7f\u79ef\u7d2f\u4e86\u51e0\u767e\u4e2a memory \u6587\u4ef6\uff0c\u4e5f\u80fd\u7cbe\u51c6\u627e\u5230\u76f8\u5173\u7684\u4fe1\u606f\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u4e24\u5c42\u5faa\u73af\u5408\u5728\u4e00\u8d77\uff0c\u5c31\u662f\u4e00\u4e2a\u5b8c\u6574\u7684”\u5b66\u4e60-\u8bb0\u5fc6-\u68c0\u7d22-\u5e94\u7528”\u7cfb\u7edf\u3002\u800c\u8fd9\u4e2a\u7cfb\u7edf\u7684\u5b58\u50a8\u4ecb\u8d28\uff0c\u5168\u662f md \u6587\u4ef6\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

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\u56db\u3001\u6280\u672f\u5b9e\u73b0\u7684\u51e0\u4e2a\u5173\u952e\u7ec6\u8282<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

\u4e3a\u4e86\u8ba9\u8fd9\u7bc7\u6587\u7ae0\u4e0d\u53ea\u662f\u6982\u5ff5\u5c42\u9762\u7684\u8ba8\u8bba\uff0c\u6211\u4ece\u6e90\u7801\u91cc\u6311\u51e0\u4e2a\u5177\u4f53\u7684\u5b9e\u73b0\u7ec6\u8282\uff0c\u5e2e\u52a9\u5927\u5bb6\u7406\u89e3\u8fd9\u5957\u673a\u5236\u5230\u5e95\u6709\u591a”\u5b9e”\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

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Bootstrap \u52a0\u8f7d\u673a\u5236<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

\u6bcf\u6b21\u5bf9\u8bdd\u5f00\u59cb\uff0c<\/span><\/span><\/span>resolveBootstrapContextForRun()<\/span><\/span><\/span><\/code> \u51fd\u6570\u4f1a\uff1a<\/span><\/span><\/span><\/p>\n\n\n\n

1.\u8bfb\u53d6 workspace \u4e0b\u6240\u6709\u6838\u5fc3\u6587\u4ef6<\/span><\/span><\/span><\/span><\/p>\n\n\n\n

2.\u6839\u636e\u4f1a\u8bdd\u7c7b\u578b\u8fc7\u6ee4\uff08\u5b50 agent \u53ea\u52a0\u8f7d\u7cbe\u7b80\u5b50\u96c6\uff09<\/span><\/span><\/span><\/span><\/p>\n\n\n\n

3.\u5141\u8bb8\u63d2\u4ef6\u901a\u8fc7 hook \u4fee\u6539\u5185\u5bb9<\/span><\/span><\/span><\/span><\/p>\n\n\n\n

4.\u6bcf\u4e2a\u6587\u4ef6\u9650\u5236 20KB\uff0c\u603b\u91cf\u9650\u5236 150KB\uff0c\u8d85\u51fa\u90e8\u5206\u622a\u65ad<\/span><\/span><\/span><\/span><\/p>\n\n\n\n

\u8fd9\u4e2a\u9884\u7b97\u673a\u5236\u5f88\u91cd\u8981\u2014\u2014\u5b83\u610f\u5473\u7740\u4f60\u7684 md \u6587\u4ef6\u4e0d\u80fd\u65e0\u9650\u81a8\u80c0\u3002\u5199\u5f97\u592a\u591a\u592a\u6742\uff0c\u53cd\u800c\u4f1a\u88ab\u622a\u65ad\u3002\u6240\u4ee5 agent \u9700\u8981\u5b66\u4f1a”\u63d0\u70bc”\uff0c\u628a\u6700\u91cd\u8981\u7684\u7ecf\u9a8c\u6d53\u7f29\u5728\u6709\u9650\u7684\u7a7a\u95f4\u91cc\u3002\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48 MEMORY.md\uff08\u63d0\u70bc\u540e\u7684\u957f\u671f\u8bb0\u5fc6\uff09\u548c memory\/*.md\uff08\u539f\u59cb\u65e5\u8bb0\uff09\u8981\u5206\u5f00\u7684\u539f\u56e0\u3002<\/span><\/span><\/span><\/span><\/p>\n\n\n\n

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Memory \u6df7\u5408\u641c\u7d22<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

memory \u641c\u7d22\u5f15\u64ce\u7528\u4e86 70% \u5411\u91cf\u76f8\u4f3c\u5ea6 + 30% \u5173\u952e\u8bcd\u5339\u914d\u7684\u6df7\u5408\u6743\u91cd\uff0c\u8fd8\u652f\u6301 MMR\uff08Maximal Marginal Relevance\uff09\u591a\u6837\u6027\u548c\u65f6\u95f4\u8870\u51cf\u3002\u4e5f\u5c31\u662f\u8bf4\u6700\u8fd1\u7684\u8bb0\u5fc6\u6743\u91cd\u66f4\u9ad8\uff0c\u800c\u4e14\u641c\u7d22\u7ed3\u679c\u4f1a\u5c3d\u91cf\u591a\u6837\u5316\uff0c\u4e0d\u4f1a\u5168\u662f\u76f8\u4f3c\u7684\u5185\u5bb9\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

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Skill \u53d1\u73b0\u7684\u4f18\u5148\u7ea7\u94fe<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

Skill \u4ece 6 \u4e2a\u6765\u6e90\u626b\u63cf\uff0c\u4f18\u5148\u7ea7\u4ece\u4f4e\u5230\u9ad8\uff1a<\/span><\/span><\/span><\/p>\n\n\n\n

1.\u63d2\u4ef6\u63d0\u4f9b\u7684 skill<\/span><\/span><\/span><\/span><\/p>\n\n\n\n

2.\u5185\u7f6e skill<\/span><\/span><\/span><\/span><\/p>\n\n\n\n

3.\u6258\u7ba1 skill\uff08<\/span><\/span><\/span><\/span>~\/.openclaw\/skills\/<\/span><\/span><\/span><\/code>\uff09<\/span><\/span><\/span><\/p>\n\n\n\n

4.\u4e2a\u4eba skill\uff08<\/span><\/span><\/span><\/span>~\/.agents\/skills\/<\/span><\/span><\/span><\/code>\uff09<\/span><\/span><\/span><\/p>\n\n\n\n

5.\u9879\u76ee skill\uff08<\/span><\/span><\/span><\/span>{workspace}\/.agents\/skills\/<\/span><\/span><\/span><\/code>\uff09<\/span><\/span><\/span><\/p>\n\n\n\n

6.Workspace skill\uff08<\/span><\/span><\/span><\/span>{workspace}\/skills\/<\/span><\/span><\/span><\/code>\uff09<\/span><\/span><\/span><\/p>\n\n\n\n

\u7528\u6237 workspace \u91cc\u7684 skill \u4f18\u5148\u7ea7\u6700\u9ad8\uff0c\u53ef\u4ee5\u8986\u76d6\u4efb\u4f55\u5185\u7f6e\u884c\u4e3a\u3002\u8fd9\u610f\u5473\u7740\u4f60\u5b8c\u5168\u53ef\u4ee5”\u8c03\u6559”agent \u7684\u4efb\u4f55\u6280\u80fd\uff0c\u800c\u8c03\u6559\u7684\u65b9\u5f0f\u5c31\u662f\u2014\u2014\u5199\u4e00\u4e2a md \u6587\u4ef6\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

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\u81ea\u6bc1\u5f0f\u5f15\u5bfc<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

\u9996\u6b21\u4f7f\u7528\u65f6\uff0cagent \u4f1a\u6267\u884c <\/span><\/span><\/span>BOOTSTRAP.md<\/span><\/span><\/span><\/code> \u91cc\u7684\u5f15\u5bfc\u6d41\u7a0b\u6765\u8bbe\u7f6e IDENTITY.md\u3001USER.md\u3001SOUL.md\u3002\u8bbe\u7f6e\u5b8c\u6210\u540e\uff0cagent \u88ab\u6307\u4ee4\u8981\u6c42<\/span><\/span><\/span>\u5220\u9664 BOOTSTRAP.md \u672c\u8eab<\/span><\/span><\/span>\u3002\u8fd9\u662f\u4e00\u4e2a\u4e00\u6b21\u6027\u7684\u521d\u59cb\u5316\u8fc7\u7a0b\uff0c\u5b8c\u6210\u540e\u5c31\u4e0d\u518d\u9700\u8981\u4e86\u3002workspace \u7684\u72b6\u6001\u673a\u4f1a\u8bb0\u5f55\u5f15\u5bfc\u5b8c\u6210\u7684\u65f6\u95f4\u6233\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

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\u4e94\u3001\u8fd9\u610f\u5473\u7740\u4ec0\u4e48<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

\u7406\u89e3\u4e86\u8fd9\u5957\u673a\u5236\u4e4b\u540e\uff0c\u6709\u51e0\u4e2a\u63a8\u8bba\uff1a<\/span><\/span><\/span><\/p>\n\n\n\n

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1. \u4f60\u7684 Agent \u7684\u4ef7\u503c\u5728 workspace \u6587\u4ef6\u5939\u91cc<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

\u4ee3\u7801\u662f\u516c\u5f00\u7684\uff0c\u6a21\u578b\u662f\u901a\u7528\u7684\u3002\u771f\u6b63\u5c5e\u4e8e\u4f60\u7684\u3001\u4e0d\u53ef\u66ff\u4ee3\u7684\u90e8\u5206\uff0c\u662f\u4f60 workspace \u91cc\u90a3\u5806 md \u6587\u4ef6\u3002\u90a3\u4e9b\u6587\u4ef6\u91cc\u7f16\u7801\u4e86\u4f60\u7684\u504f\u597d\u3001\u4f60\u7684\u5de5\u4f5c\u6d41\u3001\u4f60\u8e29\u8fc7\u7684\u5751\u3001\u4f60\u7684\u9879\u76ee\u4e0a\u4e0b\u6587\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u6362\u53f0\u7535\u8111\uff0c\u628a workspace \u6587\u4ef6\u5939\u62f7\u8fc7\u53bb\uff0c\u4f53\u9a8c\u539f\u5c01\u4e0d\u52a8\u3002\u5220\u6389\u90a3\u4e2a\u6587\u4ef6\u5939\uff0c\u4e00\u5207\u4ece\u96f6\u5f00\u59cb\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

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2. \u8c03\u6559 Agent \u5c31\u662f\u5199 md<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

\u4e0d\u9700\u8981\u5b66\u7f16\u7a0b\uff0c\u4e0d\u9700\u8981\u7406\u89e3 prompt engineering \u7684\u6280\u672f\u7ec6\u8282\u3002\u4f60\u53ea\u9700\u8981\u7528\u81ea\u7136\u8bed\u8a00\u628a\u4f60\u7684\u7ecf\u9a8c\u3001\u504f\u597d\u3001\u89c4\u8303\u5199\u6210 md \u6587\u4ef6\uff0c\u653e\u5230 workspace \u91cc\u5c31\u884c\u4e86\u3002OpenClaw \u7684\u4ee3\u7801\u4f1a\u81ea\u52a8\u628a\u5b83\u4eec\u5728\u5408\u9002\u7684\u65f6\u673a\u6ce8\u5165\u5230 prompt \u4e2d\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u751a\u81f3\u4f60\u4e0d\u9700\u8981\u81ea\u5df1\u5199\u2014\u2014\u4f60\u8ddf agent \u5bf9\u8bdd\u7684\u8fc7\u7a0b\u4e2d\uff0c\u5b83\u81ea\u5df1\u5c31\u4f1a\u628a\u5b66\u5230\u7684\u4e1c\u897f\u5199\u6210 md\u3002\u4f60\u8981\u505a\u7684\u53ea\u662f\u5728\u5b83\u72af\u9519\u65f6\u7ea0\u6b63\u5b83\uff0c\u5b83\u4f1a\u81ea\u5df1\u8bb0\u4f4f\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

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3. Agent \u4e4b\u95f4\u7684\u5dee\u8ddd\u5c31\u662f md \u6587\u4ef6\u7684\u5dee\u8ddd<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

\u4e24\u4e2a\u4eba\u7528\u540c\u6837\u7248\u672c\u7684 OpenClaw\u3001\u540c\u6837\u7684\u6a21\u578b\uff0c\u4f53\u9a8c\u53ef\u80fd\u5929\u5dee\u5730\u522b\u3002\u5dee\u522b\u5c31\u5728\u4e8e\u4ed6\u4eec\u5404\u81ea workspace \u91cc\u79ef\u7d2f\u4e86\u4ec0\u4e48\u3002\u4e00\u4e2a\u4eba\u7528\u4e86\u4e09\u4e2a\u6708\uff0cworkspace \u91cc\u6709\u51e0\u5341\u4e2a skill\u3001\u4e0a\u767e\u6761\u8e29\u5751\u8bb0\u5f55\u3001\u5b8c\u5584\u7684\u7528\u6237\u753b\u50cf\uff1b\u53e6\u4e00\u4e2a\u4eba\u521a\u88c5\u4e0a\uff0cworkspace \u53ea\u6709\u9ed8\u8ba4\u6a21\u677f\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u8fd9\u8ddf\u73b0\u5b9e\u4e16\u754c\u7684\u4e13\u5bb6\u5dee\u8ddd\u662f\u4e00\u6837\u7684\u2014\u2014\u4e24\u4e2a\u4eba\u667a\u5546\u5dee\u4e0d\u591a\uff08\u6a21\u578b\u4e00\u6837\uff09\uff0c\u5dee\u8ddd\u5728\u4e8e\u79ef\u7d2f\u7684\u7ecf\u9a8c\u548c\u77e5\u8bc6\uff08md \u6587\u4ef6\uff09\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

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4. \u8fd9\u53ef\u80fd\u662f AI Agent \u4ea7\u54c1\u7684\u901a\u7528\u8303\u5f0f<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

OpenClaw \u505a\u7684\u8fd9\u5957”md \u6587\u4ef6\u5373\u77e5\u8bc6”\u7684\u67b6\u6784\uff0c\u6211\u89c9\u5f97\u662f\u6709\u666e\u9002\u6027\u7684\u3002\u4efb\u4f55 AI agent \u4ea7\u54c1\uff0c\u5982\u679c\u60f3\u8981\u505a\u5230”\u8d8a\u7528\u8d8a\u597d\u7528”\uff0c\u6700\u7ec8\u90fd\u8981\u89e3\u51b3\u77e5\u8bc6\u6301\u4e45\u5316\u548c\u68c0\u7d22\u7684\u95ee\u9898\u3002OpenClaw \u7684\u7b54\u6848\u662f\u7528\u6700\u6734\u7d20\u7684\u6587\u4ef6\u683c\u5f0f\uff08markdown\uff09\u3001\u6700\u901a\u7528\u7684\u5b58\u50a8\u65b9\u5f0f\uff08\u6587\u4ef6\u7cfb\u7edf\uff09\u3001\u6700\u76f4\u89c9\u7684\u7ec4\u7ec7\u65b9\u5f0f\uff08\u6587\u4ef6\u5939\uff09\uff0c\u518d\u52a0\u4e0a\u4e00\u4e2a\u641c\u7d22\u5f15\u64ce\u628a\u5b83\u4eec\u4e32\u8d77\u6765\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

\u6ca1\u6709\u82b1\u54e8\u7684\u77e5\u8bc6\u56fe\u8c31\uff0c\u6ca1\u6709\u590d\u6742\u7684\u5411\u91cf\u6570\u636e\u5e93\u96c6\u7fa4\uff0c\u5c31\u662f\u4e00\u5806 md \u6587\u4ef6\u3002\u4f46\u8fd9\u5806 md \u6587\u4ef6\u627f\u8f7d\u7684\u662f\u4e00\u4e2a\u4e0d\u65ad\u8fdb\u5316\u7684\u4e13\u5bb6\u7cfb\u7edf\u2014\u2014\u5b83\u77e5\u9053\u4f60\u662f\u8c01\u3001\u4f60\u8981\u4ec0\u4e48\u3001\u600e\u4e48\u505a\u4f60\u7684\u4e8b\u3001\u54ea\u4e9b\u5751\u4e0d\u80fd\u8e29\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

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\u516d\u3001\u5b9e\u64cd\u5efa\u8bae<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

\u6700\u540e\u7ed9\u51e0\u4e2a\u5b9e\u64cd\u5c42\u9762\u7684\u5efa\u8bae\uff1a<\/span><\/span><\/span><\/p>\n\n\n\n

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  • \u4e3b\u52a8\u5f15\u5bfc Agent \u5f62\u6210 SOP\u3002<\/span><\/span><\/span>\u00a0\u4e0d\u8981\u7b49 agent \u81ea\u5df1\u6162\u6162\u6478\u7d22\uff0c\u5728\u4f60\u5df2\u7ecf\u6709\u6210\u719f\u5de5\u4f5c\u6d41\u7684\u9886\u57df\uff0c\u76f4\u63a5\u544a\u8bc9\u5b83”\u4ee5\u540e\u8fd9\u7c7b\u4efb\u52a1\u90fd\u6309\u7167\u8fd9\u4e2a\u6d41\u7a0b\u6765”\uff0c\u8ba9\u5b83\u5199\u6210 SKILL.md\u3002<\/span><\/span><\/span><\/p><\/li>\n\n\n\n

  • \u5b9a\u671f\u5ba1\u67e5 workspace \u6587\u4ef6\u3002<\/span><\/span><\/span>\u00a0Agent \u81ea\u5df1\u5199\u7684\u4e1c\u897f\u4e0d\u4e00\u5b9a\u90fd\u5bf9\uff0c\u5b9a\u671f\u770b\u770b AGENTS.md\u3001USER.md \u91cc\u6709\u6ca1\u6709\u8fc7\u65f6\u6216\u8005\u4e0d\u51c6\u786e\u7684\u5185\u5bb9\uff0c\u53ca\u65f6\u4fee\u6b63\u3002<\/span><\/span><\/span><\/p><\/li>\n\n\n\n

  • \u5584\u7528\u591a Agent\u3002<\/span><\/span><\/span>\u00a0\u4e0d\u540c\u9886\u57df\u914d\u4e0d\u540c agent\uff0c\u8ba9\u6bcf\u4e2a agent \u7684\u77e5\u8bc6\u79ef\u7d2f\u4fdd\u6301\u5782\u76f4\u548c\u7eaf\u7cb9\u3002\u4e00\u4e2a\u4e13\u505a\u4ee3\u7801\u7684 agent \u6bd4\u4e00\u4e2a\u4ec0\u4e48\u90fd\u505a\u7684 agent \u597d\u7528\u5f97\u591a\u3002<\/span><\/span><\/span><\/p><\/li>\n\n\n\n

  • \u9009\u5bf9\u6a21\u578b\u3002<\/span><\/span><\/span>\u00a0\u518d\u8bf4\u4e00\u904d\uff0c\u6a21\u578b\u662f\u57fa\u7840\u3002\u4e00\u5806\u7cbe\u5fc3\u6253\u78e8\u7684 md \u6587\u4ef6\u5582\u7ed9\u4e00\u4e2a\u5f31\u6a21\u578b\uff0c\u6548\u679c\u4e5f\u6709\u9650\u3002<\/span><\/span><\/span><\/p><\/li>\n\n\n\n

  • \u5907\u4efd\u4f60\u7684 workspace\u3002<\/span><\/span><\/span>\u00a0\u8fd9\u662f\u4f60\u6700\u6709\u4ef7\u503c\u7684\u6570\u5b57\u8d44\u4ea7\u4e4b\u4e00\u3002\u5efa\u8bae\u7528 Git \u7ba1\u7406\uff08OpenClaw \u9ed8\u8ba4\u5c31\u662f Git \u8ddf\u8e2a\u7684\uff09\uff0c\u5b9a\u671f\u63a8\u5230\u8fdc\u7a0b\u4ed3\u5e93\u3002<\/span><\/span><\/span><\/p><\/li>\n<\/ul>\n\n\n\n

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    \u7ed3\u8bed<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n\n\n\n

    OpenClaw \u7684\u6e90\u7801\u6709\u51e0\u5341\u4e07\u884c\uff0c\u4f46\u8ba9\u5b83”\u8d8a\u7528\u8d8a\u597d\u7528”\u7684\u6838\u5fc3\u673a\u5236\uff0c\u8bf4\u7a7f\u4e86\u5c31\u662f\u4e00\u4e2a md \u6587\u4ef6\u7684\u8bfb\u5199\u5faa\u73af\u3002\u4ee3\u7801\u63d0\u4f9b\u4e86\u7ba1\u9053\u2014\u2014\u6e20\u9053\u63a5\u5165\u3001\u6a21\u578b\u8c03\u7528\u3001\u5de5\u5177\u6267\u884c\u3001memory \u7d22\u5f15\u3002\u4f46\u6d41\u8fc7\u7ba1\u9053\u7684\u6c34\uff0c\u662f\u90a3\u4e9b\u4e0d\u65ad\u79ef\u7d2f\u7684 md \u6587\u4ef6\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

    \u6362\u53e5\u8bdd\u8bf4\uff1a<\/span><\/span><\/span>\u4ee3\u7801\u51b3\u5b9a\u4e86 OpenClaw \u80fd\u505a\u4ec0\u4e48\uff0cmd \u6587\u4ef6\u51b3\u5b9a\u4e86\u5b83\u505a\u5f97\u591a\u597d\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

    \u800c\u540e\u8005\uff0c\u662f\u4f60\u548c\u4f60\u7684 agent \u4e00\u8d77\uff0c\u4e00\u6b21\u5bf9\u8bdd\u4e00\u6b21\u5bf9\u8bdd\u6512\u51fa\u6765\u7684\u3002<\/span><\/span><\/span><\/p>\n\n\n\n

    <\/mp-style-type><\/p>","protected":false},"excerpt":{"rendered":"

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