{"id":725491,"date":"2026-02-17T14:41:29","date_gmt":"2026-02-17T06:41:29","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=725491"},"modified":"2026-02-17T14:41:29","modified_gmt":"2026-02-17T06:41:29","slug":"%e5%8d%8e%e4%b8%ba%e5%8d%87%e7%ba%a7%e8%a1%8c%e4%b8%9aagent%e7%ae%97%e6%b3%95%e6%9e%b6%e6%9e%84%ef%bc%81mindscale%e8%87%aa%e5%b7%b1%e5%86%99prompt%e5%92%8c%e5%b7%a5%e4%bd%9c%e6%b5%81%ef%bc%8ckv-cache","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=725491","title":{"rendered":"\u534e\u4e3a\u5347\u7ea7\u884c\u4e1aAgent\u7b97\u6cd5\u67b6\u6784\uff01MindScale\u81ea\u5df1\u5199prompt\u548c\u5de5\u4f5c\u6d41\uff0cKV Cache\u51cf\u5c115.7\u500dtoken – \u91cf\u5b50\u4f4d"},"content":{"rendered":"

\u534e\u4e3a\u5347\u7ea7\u884c\u4e1aAgent\u7b97\u6cd5\u67b6\u6784\uff01MindScale\u81ea\u5df1\u5199prompt\u548c\u5de5\u4f5c\u6d41\uff0cKV Cache\u51cf\u5c115.7\u500dtoken<\/h1>\n
\"\u534e\u4e3a\u5347\u7ea7\u884c\u4e1aAgent\u7b97\u6cd5\u67b6\u6784\uff01MindScale\u81ea\u5df1\u5199prompt\u548c\u5de5\u4f5c\u6d41\uff0cKV\u601d\u9088<\/a><\/em><\/span> 2026-02-12<\/span> 19:24:58<\/span> \u6765\u6e90\uff1a\u91cf\u5b50\u4f4d<\/a> <\/span><\/div>\n
\n

\u7834\u89e3\u5782\u7c7bAgent\u843d\u5730\u7126\u8651<\/p>\n<\/p><\/div>\n

\u5728\u5927\u6a21\u578b\u7684\u591a\u79cd\u5e94\u7528\u5f62\u6001\u4e2d\uff0c\u6267\u884c\u4e13\u4e1a\u529f\u80fd\u7684\u884c\u4e1aAgent\uff0c\u65e0\u7591\u662f\u63d0\u5347\u751f\u4ea7\u6548\u7387\u3001\u5b9e\u73b0\u4ef7\u503c\u521b\u9020\u7684\u5229\u5668\u3002<\/p>\n

\u7136\u800c\uff0c\u5343\u884c\u767e\u4e1a\u5305\u542b\u7740\u5927\u91cf\u7684\u79c1\u57df\u77e5\u8bc6\u3001\u4e13\u5bb6\u7ecf\u9a8c\u548c\u5de5\u5177\u4f7f\u7528\u903b\u8f91<\/strong>\uff0c\u4f7f\u5f97\u667a\u80fd\u4f53\u7684\u884c\u4e1a\u5e94\u7528\u6784\u5efa\u5b58\u5728\u5404\u7c7b\u95e8\u69db\u3002<\/p>\n

\u4e3a\u4e86\u63d0\u5347\u5f00\u53d1\u6548\u7387\uff0c\u4e1a\u754c\u63d0\u51fa\u4e86\u8bf8\u5982Skills\u3001OpenClaw\u7b49\u4f18\u79c0\u7684\u5de5\u7a0b\u6846\u67b6\uff0c\u4f7f\u5f97\u4e13\u4e1aAgent\u7684\u5f00\u53d1\u95e8\u69db\u65e5\u76ca\u964d\u4f4e\uff0c\u4e5f\u8ba9\u9488\u5bf9Agent\u5e94\u7528\u7684\u591a\u7ef4\u5ea6\u7b97\u6cd5\u4f18\u5316\u9700\u6c42\u6108\u53d1\u51f8\u663e\u3002<\/p>\n

\u5728\u6b64\u80cc\u666f\uff0c\u534e\u4e3a\u8bfa\u4e9a\u65b9\u821f\u5b9e\u9a8c\u5ba4<\/strong>\u8fd1\u671f\u5728\u5b98\u7f51\u66f4\u65b0\u4e86\u9762\u5411\u884c\u4e1a\u5e94\u7528\u7684\u7b97\u6cd5\u5305MindScale<\/strong>\uff0c\u8fd9\u4e00\u9879\u76ee\u878d\u5408\u4e86\u5b9e\u9a8c\u5ba4\u7684\u7b97\u6cd5\u521b\u65b0\u57fa\u56e0\u4e0e\u534e\u4e3a\u884c\u4e1a\u667a\u80fd\u5316\u4e1a\u52a1\u5b9e\u8df5\u7ecf\u9a8c\u3002<\/p>\n

\u5176\u7cfb\u7edf\u6027\u68b3\u7406\u4e86Agent\u65f6\u4ee3\u5c06\u201c\u5927\u6a21\u578b\u201d\u8f6c\u5316\u4e3a\u201c\u751f\u4ea7\u529b\u201d\u7684\u7b97\u6cd5\u6280\u672f\u6311\u6218\uff0c\u5e76\u7ed9\u51fa\u4e86\u5bf9\u5e94\u7684\u6280\u672f\u8bba\u6587<\/strong>\u4e0e\u6607\u817e\u4ee3\u7801<\/strong>\u5b9e\u73b0\uff0c\u4e3a\u884c\u4e1a\u7528\u6237\u4e0e\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u76f4\u63a5\u7684\u201c\u4e0a\u624b\u6307\u5357\u201d\u3002<\/p>\n

\"\u534e\u4e3a\u5347\u7ea7\u884c\u4e1aAgent\u7b97\u6cd5\u67b6\u6784\uff01MindScale\u81ea\u5df1\u5199prompt\u548c\u5de5\u4f5c\u6d41\uff0cKV<\/div>\n

\u5236\u7ea6\u884c\u4e1aAgent\u53d1\u5c55\u7684\u56db\u5927\u6838\u5fc3\u6311\u6218<\/h1>\n

\u5728MindScale\u9879\u76ee\u4e2d\uff0c\u7814\u7a76\u4eba\u5458\u8bc6\u522b\u4e86\u5728\u884c\u4e1a\u666e\u53caAgent\u5e94\u7528\u7684\u56db\u5927\u6311\u6218\uff1a<\/p>\n

    \n
  • \u5de5\u4f5c\u6d41\u624b\u5de5\u7ef4\u62a4<\/strong>\uff1a\u4f9d\u8d56\u4e13\u5bb6\u5c06\u4e1a\u52a1\u89c4\u5219\u201c\u7ffb\u8bd1\u201d\u4e3aAgent\u5de5\u4f5c\u6d41\uff1b<\/li>\n
  • \u5386\u53f2\u77e5\u8bc6\u590d\u7528\u96be<\/strong>\uff1a\u5386\u53f2\u63a8\u7406\u8def\u5f84\u4e0e\u53cd\u9988\u65e0\u6cd5\u6709\u6548\u4f7fAgent\u7cfb\u7edf\u81ea\u6f14\u8fdb\uff1b<\/li>\n
  • \u8bad\u63a8\u6548\u7387\u74f6\u9888<\/strong>\uff1a\u5927\u91cf\u6a21\u578b\u90e8\u7f72\u4e0e\u8fed\u4ee3\u9700\u6c42+\u601d\u8003\u8def\u5f84\u53d8\u957f\uff0c\u6210\u672c\u538b\u529b\u9661\u5347\uff1b<\/li>\n
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    \u4f8b\u5982\uff0c\u9762\u5411\u884c\u4e1aAgent\u5f00\u53d1\u4e2d\u6700\u5e38\u89c1\u7684\u5de5\u4f5c\u6d41\uff08Workflow\uff09\u5f00\u53d1\u573a\u666f\uff0c\u7b97\u6cd5\u5305\u4e2d\u5305\u542b\u4e86\u81ea\u8fdb\u5316\u7684Agent\u7b97\u6cd5EvoFabric<\/strong>\u3002<\/p>\n

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    \u4e3a\u4e86\u5b9e\u73b0\u8fd9\u6837\u7075\u6d3b\u7684Workflow\u751f\u6210\uff0c\u7814\u7a76\u4eba\u5458\u91c7\u7528\u4e86\u57fa\u4e8e\u72b6\u6001\u56fe\u5f15\u64ce\u5185\u6838\u7684Agent\u5b9e\u73b0\uff0c\u539f\u751f\u652f\u6301\u6df7\u7f16Agent\u3001\u5de5\u5177\u7b49\u591a\u79cd\u56fe\u8282\u70b9\uff0c\u652f\u6301\u72b6\u6001\u7684\u6539\u5199\u548c\u5206\u7ec4\u878d\u5408\u5904\u7406\uff0c\u5b9e\u73b0\u591a\u667a\u80fd\u4f53\u3001\u591a\u5de5\u5177\u3001\u591a\u8bb0\u5fc6\u5f62\u6001\u7684\u6df1\u5ea6\u6df7\u7f16\uff0c\u56fe\u5f15\u64ce\u8fd8\u652f\u6301DSL\u6587\u4ef6\u7684\u5bfc\u5165\u4e0e\u5bfc\u51fa\uff0c\u5b9e\u73b0\u590d\u6742\u667a\u80fd\u6d41\u7a0b\u7684\u5feb\u901f\u590d\u5236\u3001\u8fc1\u79fb\u4e0e\u90e8\u7f72\u3002<\/p>\n

    \u540c\u65f6\uff0c\u8be5\u7b97\u6cd5\u6846\u67b6\u8fd8\u53ef\u4ee5\u5b9e\u73b0\u57fa\u4e8e\u8bb0\u5fc6\u7684\u6f14\u8fdb<\/strong>\u2014\u2014\u591a\u8f6e\u6267\u884c\u65f6\uff0c\u8bb0\u5fc6\u6a21\u5757\u5229\u7528\u8f68\u8ff9\u8bb0\u5fc6\uff0c\u4ee5\u53ca\u5f53\u65f6\u7684\u8bc4\u4f30\u7ed3\u679c\u5f62\u6210\u7ecf\u9a8c\u4f18\u5316\u4e0a\u4e0b\u6587\uff0c\u5b9e\u73b0Agent\u8d8a\u7528\u8d8a\u597d\u3002<\/p>\n

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    \"\u534e\u4e3a\u5347\u7ea7\u884c\u4e1aAgent\u7b97\u6cd5\u67b6\u6784\uff01MindScale\u81ea\u5df1\u5199prompt\u548c\u5de5\u4f5c\u6d41\uff0cKV\u25b3C-MOP\uff1a\u878d\u5408\u6b63\u8bef\u53cc\u5411\u6837\u672c\u611f\u77e5\u4e0e\u65f6\u5e8f\u52a8\u91cf\u68af\u5ea6\u7684\u63d0\u793a\u8bcd\u4f18\u5316\u5668<\/span><\/div>\n

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      \n
    • \u5176\u4e2d\u7684TrimR\u7528\u4e00\u4e2a\u5df2\u9884\u8bad\u7ec3\u3001\u6307\u4ee4\u5fae\u8c03\u7684\u8f7b\u91cf\u9a8c\u8bc1\u5668\u5728\u7ebf\u68c0\u6d4b\u5e76\u622a\u65ad\u65e0\u7528\u4e2d\u95f4\u601d\u8def\uff0c\u5168\u7a0b\u65e0\u9700\u5fae\u8c03\u5927\u6a21\u578b\u6216\u9a8c\u8bc1\u5668\uff1b<\/li>\n
    • \u914d\u5957\u5de5\u4e1a\u7ea7\u5f02\u6b65\u5728\u7ebf\u7cfb\u7edf\uff0c\u9002\u914d\u5927\u5e76\u53d1\u751f\u4ea7\u573a\u666f\u3002<\/li>\n<\/ul>\n

      \u5728MATH\u3001AIME\u3001GPQA\u7b49\u57fa\u51c6\u4e0e\u591a\u6b3eLRM\u4e0a\uff0cTrimR\u5728\u51e0\u4e4e\u4e0d\u5f71\u54cd\u51c6\u786e\u7387\u7684\u524d\u63d0\u4e0b\uff0c\u5c06\u63a8\u7406\u65f6\u5ef6\u663e\u8457\u964d\u4f4e\uff0c\u5927\u5e76\u53d1\u573a\u666f\u6700\u9ad8\u53ef\u8fbe\u7ea670%\u63d0\u901f<\/strong>\uff0c\u5b9e\u73b0\u5b9e\u9645\u5e94\u7528\u573a\u666f\u4e2d\u7684Test Time Scaling\u3002<\/p>\n

      \"\u534e\u4e3a\u5347\u7ea7\u884c\u4e1aAgent\u7b97\u6cd5\u67b6\u6784\uff01MindScale\u81ea\u5df1\u5199prompt\u548c\u5de5\u4f5c\u6d41\uff0cKV\u25b3TrimR\uff1a\u5de5\u4e1a\u7ea7\u601d\u7ef4\u94fe\u52a8\u6001\u538b\u7f29\u7b97\u6cd5\u6846\u67b6<\/span><\/div>\n

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