{"id":83449,"date":"2026-07-25T23:01:02","date_gmt":"2026-07-25T15:01:02","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/83449.html"},"modified":"2026-07-25T23:01:02","modified_gmt":"2026-07-25T15:01:02","slug":"%e4%bb%8e-llm-%e5%88%b0-agent-skill%ef%bc%9a%e4%b8%80%e6%9c%9f%e8%a7%86%e9%a2%91%e6%89%93%e9%80%9a-ai-%e5%ba%95%e5%b1%82%e9%80%bb%e8%be%91","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/83449.html","title":{"rendered":"\u4ece LLM \u5230 Agent Skill\uff1a\u4e00\u671f\u89c6\u9891\u6253\u901a AI \u5e95\u5c42\u903b\u8f91"},"content":{"rendered":"<p id=\"main-toc\">\u76ee\u5f55<\/p>\n<p id=\"-toc\" style=\"margin-left:40px\">\n<p id=\"%E5%BC%95%E8%A8%80-toc\" style=\"margin-left:40px\">\u5f15\u8a00<\/p>\n<p id=\"%E4%B8%80%E3%80%81%E5%9F%BA%E7%A1%80%E6%A6%82%E5%BF%B5%E5%B1%82%EF%BC%9AAI%20%E7%9A%84%E5%9F%BA%E7%9F%B3-toc\" style=\"margin-left:40px\">\u4e00\u3001\u57fa\u7840\u6982\u5ff5\u5c42&#xff1a;AI \u7684\u57fa\u77f3<\/p>\n<p id=\"1.%20LLM%EF%BC%88Large%20Language%20Model%EF%BC%8C%E5%A4%A7%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B%EF%BC%89-toc\" style=\"margin-left:80px\">1. LLM&#xff08;Large Language Model&#xff0c;\u5927\u8bed\u8a00\u6a21\u578b&#xff09;<\/p>\n<p id=\"2.%20Token%EF%BC%88%E6%96%87%E6%9C%AC%E5%8D%95%E5%85%83%EF%BC%89-toc\" style=\"margin-left:80px\">2. Token&#xff08;\u6587\u672c\u5355\u5143&#xff09;<\/p>\n<p id=\"3.%20Context%20Window%EF%BC%88%E4%B8%8A%E4%B8%8B%E6%96%87%E7%AA%97%E5%8F%A3%EF%BC%89-toc\" style=\"margin-left:80px\">3. Context Window&#xff08;\u4e0a\u4e0b\u6587\u7a97\u53e3&#xff09;<\/p>\n<p id=\"%E4%BA%8C%E3%80%81%E4%BA%A4%E4%BA%92%E6%8E%A5%E5%8F%A3%E5%B1%82%EF%BC%9A%E4%BA%BA%E4%B8%8E%20AI%20%E7%9A%84%E6%A1%A5%E6%A2%81-toc\" style=\"margin-left:40px\">\u4e8c\u3001\u4ea4\u4e92\u63a5\u53e3\u5c42&#xff1a;\u4eba\u4e0e AI \u7684\u6865\u6881<\/p>\n<p id=\"4.%20Prompt%EF%BC%88%E6%8F%90%E7%A4%BA%E8%AF%8D%E5%B7%A5%E7%A8%8B%EF%BC%89-toc\" style=\"margin-left:80px\">4. Prompt&#xff08;\u63d0\u793a\u8bcd\u5de5\u7a0b&#xff09;<\/p>\n<p id=\"5.%20Tool%EF%BC%88%E5%B7%A5%E5%85%B7%E8%B0%83%E7%94%A8%EF%BC%89-toc\" style=\"margin-left:80px\">5. Tool&#xff08;\u5de5\u5177\u8c03\u7528&#xff09;<\/p>\n<p id=\"%E4%B8%89%E3%80%81%E9%AB%98%E7%BA%A7%E6%9E%B6%E6%9E%84%E5%B1%82%EF%BC%9A%E6%9E%84%E5%BB%BA%E6%99%BA%E8%83%BD%E7%B3%BB%E7%BB%9F-toc\" style=\"margin-left:40px\">\u4e09\u3001\u9ad8\u7ea7\u67b6\u6784\u5c42&#xff1a;\u6784\u5efa\u667a\u80fd\u7cfb\u7edf<\/p>\n<p id=\"6.%20MCP%EF%BC%88Model%20Context%20Protocol%EF%BC%8C%E6%A8%A1%E5%9E%8B%E4%B8%8A%E4%B8%8B%E6%96%87%E5%8D%8F%E8%AE%AE%EF%BC%89-toc\" style=\"margin-left:80px\">6. MCP&#xff08;Model Context Protocol&#xff0c;\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae&#xff09;<\/p>\n<p id=\"7.%20Agent%EF%BC%88%E6%99%BA%E8%83%BD%E4%BD%93%EF%BC%89-toc\" style=\"margin-left:80px\">7. Agent&#xff08;\u667a\u80fd\u4f53&#xff09;<\/p>\n<p id=\"8.%20Agent%20Skill%EF%BC%88%E6%99%BA%E8%83%BD%E4%BD%93%E6%8A%80%E8%83%BD%EF%BC%89-toc\" style=\"margin-left:80px\">8. Agent Skill&#xff08;\u667a\u80fd\u4f53\u6280\u80fd&#xff09;<\/p>\n<p id=\"%E5%9B%9B%E3%80%81%E7%9F%A5%E8%AF%86%E5%9B%BE%E8%B0%B1%EF%BC%9A%E6%A6%82%E5%BF%B5%E9%97%B4%E7%9A%84%E5%85%B3%E8%81%94-toc\" style=\"margin-left:40px\">\u56db\u3001\u77e5\u8bc6\u56fe\u8c31&#xff1a;\u6982\u5ff5\u95f4\u7684\u5173\u8054<\/p>\n<p id=\"%E4%BA%94%E3%80%81%E5%85%B3%E9%94%AE%E7%BB%93%E8%AE%BA-toc\" style=\"margin-left:40px\">\u4e94\u3001\u5173\u952e\u7ed3\u8bba<\/p>\n<p id=\"%E5%85%AD%E3%80%81%E5%BB%B6%E4%BC%B8%E9%98%85%E8%AF%BB-toc\" style=\"margin-left:40px\">\u516d\u3001\u5ef6\u4f38\u9605\u8bfb<\/p>\n<p id=\"%E7%BB%93%E8%AF%AD-toc\" style=\"margin-left:40px\">\u7ed3\u8bed<\/p>\n<hr id=\"hr-toc\" \/>\n<h3 id=\"%E5%BC%95%E8%A8%80\">\u5f15\u8a00<\/h3>\n<p>\u5728 AI \u6280\u672f\u5feb\u901f\u6f14\u8fdb\u7684\u4eca\u5929&#xff0c;\u4ece\u5927\u8bed\u8a00\u6a21\u578b&#xff08;LLM&#xff09;\u5230\u667a\u80fd\u4f53&#xff08;Agent&#xff09;&#xff0c;\u518d\u5230\u6280\u80fd\u6269\u5c55&#xff08;Skill&#xff09;&#xff0c;\u6280\u672f\u6808\u5c42\u5c42\u53e0\u52a0&#xff0c;\u6982\u5ff5\u5c42\u51fa\u4e0d\u7a77\u3002\u5bf9\u4e8e\u5f00\u53d1\u8005\u548c\u6280\u672f\u7231\u597d\u8005\u6765\u8bf4&#xff0c;\u5982\u4f55\u7cfb\u7edf\u6027\u5730\u7406\u89e3\u8fd9\u4e9b\u6838\u5fc3\u6982\u5ff5&#xff0c;\u5efa\u7acb\u8d77\u5b8c\u6574\u7684\u6280\u672f\u8ba4\u77e5\u6846\u67b6&#xff1f;<\/p>\n<p>\u672c\u671f\u89c6\u9891\u7528 32 \u5206\u949f\u7684\u65f6\u95f4&#xff0c;\u4ece\u6700\u57fa\u7840\u7684 LLM \u5f00\u59cb&#xff0c;\u9010\u6b65\u6df1\u5165\u5230 Token\u3001Context\u3001Prompt\u3001Tool\u3001MCP\u3001Agent\u3001Agent Skill \u7b49 10 \u4e2a\u5173\u952e\u6982\u5ff5&#xff0c;\u5e2e\u52a9\u6211\u4eec\u6253\u901a AI \u6280\u672f\u7684\u5e95\u5c42\u903b\u8f91\u3002\u672c\u6587\u5c06\u8fd9\u4e9b\u77e5\u8bc6\u70b9\u8fdb\u884c\u7cfb\u7edf\u5316\u68b3\u7406&#xff0c;\u4e3a\u4f60\u5448\u73b0\u4e00\u4efd\u6e05\u6670\u7684\u5b66\u4e60\u8def\u7ebf\u56fe\u3002<\/p>\n<hr \/>\n<h3 id=\"%E4%B8%80%E3%80%81%E5%9F%BA%E7%A1%80%E6%A6%82%E5%BF%B5%E5%B1%82%EF%BC%9AAI%20%E7%9A%84%E5%9F%BA%E7%9F%B3\">\u4e00\u3001\u57fa\u7840\u6982\u5ff5\u5c42&#xff1a;AI \u7684\u57fa\u77f3<\/h3>\n<h4 id=\"1.%20LLM%EF%BC%88Large%20Language%20Model%EF%BC%8C%E5%A4%A7%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B%EF%BC%89\">1. LLM&#xff08;Large Language Model&#xff0c;\u5927\u8bed\u8a00\u6a21\u578b&#xff09;<\/h4>\n<p>\u4ec0\u4e48\u662f LLM&#xff1f;<\/p>\n<p>LLM \u662f\u57fa\u4e8e\u6d77\u91cf\u6587\u672c\u6570\u636e\u8bad\u7ec3\u800c\u6210\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b&#xff0c;\u80fd\u591f\u7406\u89e3\u548c\u751f\u6210\u4eba\u7c7b\u8bed\u8a00\u3002\u5b83\u662f\u5f53\u524d\u6240\u6709\u9ad8\u7ea7 AI \u5e94\u7528\u7684\u57fa\u7840\u3002<\/p>\n<p>\u6838\u5fc3\u8981\u70b9&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u901a\u8fc7\u9884\u8bad\u7ec3\u5b66\u4e60\u8bed\u8a00\u7684\u7edf\u8ba1\u89c4\u5f8b<\/p>\n<\/li>\n<li>\n<p>\u5177\u5907\u5f3a\u5927\u7684\u6587\u672c\u751f\u6210\u548c\u7406\u89e3\u80fd\u529b<\/p>\n<\/li>\n<li>\n<p>\u662f\u6784\u5efa\u66f4\u590d\u6742 AI \u7cfb\u7edf\u7684\u8d77\u70b9<\/p>\n<\/li>\n<\/ul>\n<p>\u4e3a\u4ec0\u4e48\u91cd\u8981&#xff1f;<\/p>\n<p>\u4e0d\u7406\u89e3 LLM&#xff0c;\u5c31\u65e0\u6cd5\u7406\u89e3\u540e\u7eed\u7684\u6240\u6709\u6982\u5ff5\u3002\u5b83\u662f\u6574\u4e2a AI \u6280\u672f\u6808\u7684\u5730\u57fa\u3002<\/p>\n<hr \/>\n<h4 id=\"2.%20Token%EF%BC%88%E6%96%87%E6%9C%AC%E5%8D%95%E5%85%83%EF%BC%89\">2. Token&#xff08;\u6587\u672c\u5355\u5143&#xff09;<\/h4>\n<p>\u4ec0\u4e48\u662f Token&#xff1f;<\/p>\n<p>Token \u662f LLM \u5904\u7406\u6587\u672c\u7684\u57fa\u672c\u5355\u4f4d\u3002\u5b83\u4e0d\u662f\u7b80\u5355\u7684&#034;\u5355\u8bcd&#034;\u6216&#034;\u5b57\u7b26&#034;&#xff0c;\u800c\u662f\u7ecf\u8fc7\u7279\u6b8a\u7f16\u7801\u7684\u6587\u672c\u7247\u6bb5\u3002<\/p>\n<p>\u5173\u952e\u8ba4\u77e5&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u82f1\u6587\u4e2d&#xff0c;\u4e00\u4e2a Token \u7ea6\u7b49\u4e8e 0.75 \u4e2a\u5355\u8bcd<\/p>\n<\/li>\n<li>\n<p>\u4e2d\u6587\u4e2d&#xff0c;\u4e00\u4e2a\u6c49\u5b57\u901a\u5e38\u5bf9\u5e94 1-2 \u4e2a Token<\/p>\n<\/li>\n<li>\n<p>LLM \u7684\u6210\u672c\u548c\u901f\u5ea6\u90fd\u4e0e Token \u6570\u91cf\u76f4\u63a5\u76f8\u5173<\/p>\n<\/li>\n<\/ul>\n<p>\u5b9e\u9645\u5f71\u54cd&#xff1a;<\/p>\n<p>\u7406\u89e3 Token \u673a\u5236\u6709\u52a9\u4e8e&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u9884\u4f30 API \u8c03\u7528\u6210\u672c<\/p>\n<\/li>\n<li>\n<p>\u4f18\u5316\u8f93\u5165\u8f93\u51fa\u957f\u5ea6<\/p>\n<\/li>\n<li>\n<p>\u8bbe\u8ba1\u66f4\u9ad8\u6548\u7684\u6570\u636e\u5904\u7406\u6d41\u7a0b<\/p>\n<\/li>\n<\/ul>\n<hr \/>\n<h4 id=\"3.%20Context%20Window%EF%BC%88%E4%B8%8A%E4%B8%8B%E6%96%87%E7%AA%97%E5%8F%A3%EF%BC%89\">3. Context Window&#xff08;\u4e0a\u4e0b\u6587\u7a97\u53e3&#xff09;<\/h4>\n<p>\u4ec0\u4e48\u662f Context Window&#xff1f;<\/p>\n<p>Context Window \u662f LLM \u5728\u4e00\u6b21\u5bf9\u8bdd\u4e2d\u80fd\u591f&#034;\u8bb0\u4f4f&#034;\u7684\u6700\u5927 Token \u6570\u91cf\u3002\u5b83\u51b3\u5b9a\u4e86\u6a21\u578b\u80fd\u5904\u7406\u591a\u957f\u7684\u8f93\u5165\u548c\u4fdd\u6301\u591a\u957f\u7684\u8bb0\u5fc6\u3002<\/p>\n<p>\u9650\u5236\u4e0e\u6311\u6218&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u65e9\u671f\u6a21\u578b\u4ec5\u6709\u51e0\u5343 Token \u7684\u7a97\u53e3<\/p>\n<\/li>\n<li>\n<p>\u73b0\u4ee3\u6a21\u578b\u53ef\u8fbe\u6570\u5341\u4e07\u751a\u81f3\u767e\u4e07 Token<\/p>\n<\/li>\n<li>\n<p>\u4f46\u7a97\u53e3\u8d8a\u5927&#xff0c;\u8ba1\u7b97\u6210\u672c\u548c\u5ef6\u8fdf\u8d8a\u9ad8<\/p>\n<\/li>\n<\/ul>\n<p>\u4f18\u5316\u7b56\u7565&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u7cbe\u7b80\u4e0d\u5fc5\u8981\u7684\u80cc\u666f\u4fe1\u606f<\/p>\n<\/li>\n<li>\n<p>\u4f7f\u7528\u6458\u8981\u6280\u672f\u538b\u7f29\u957f\u6587\u6863<\/p>\n<\/li>\n<li>\n<p>\u5408\u7406\u8bbe\u8ba1\u5bf9\u8bdd\u5386\u53f2\u7684\u7ba1\u7406\u673a\u5236<\/p>\n<\/li>\n<\/ul>\n<hr \/>\n<h3 id=\"%E4%BA%8C%E3%80%81%E4%BA%A4%E4%BA%92%E6%8E%A5%E5%8F%A3%E5%B1%82%EF%BC%9A%E4%BA%BA%E4%B8%8E%20AI%20%E7%9A%84%E6%A1%A5%E6%A2%81\">\u4e8c\u3001\u4ea4\u4e92\u63a5\u53e3\u5c42&#xff1a;\u4eba\u4e0e AI \u7684\u6865\u6881<\/h3>\n<h4 id=\"4.%20Prompt%EF%BC%88%E6%8F%90%E7%A4%BA%E8%AF%8D%E5%B7%A5%E7%A8%8B%EF%BC%89\">4. Prompt&#xff08;\u63d0\u793a\u8bcd\u5de5\u7a0b&#xff09;<\/h4>\n<p>\u4ec0\u4e48\u662f Prompt&#xff1f;<\/p>\n<p>Prompt \u662f\u6211\u4eec\u4e0e LLM \u4ea4\u4e92\u7684\u65b9\u5f0f&#xff0c;\u5373\u6211\u4eec\u5411\u6a21\u578b\u8f93\u5165\u7684\u6307\u4ee4\u548c\u95ee\u9898\u3002<\/p>\n<p>\u4e24\u79cd\u5173\u952e\u7c7b\u578b&#xff1a;<\/p>\n<table>\n<tr>\u7c7b\u578b\u4f5c\u7528\u793a\u4f8b<\/tr>\n<tbody>\n<tr>\n<td>User Prompt<\/td>\n<td>\u7528\u6237\u7684\u5177\u4f53\u95ee\u9898\u6216\u4efb\u52a1<\/td>\n<td>&#034;\u8bf7\u5e2e\u6211\u5199\u4e00\u5c01\u90ae\u4ef6&#034;<\/td>\n<\/tr>\n<tr>\n<td>System Prompt<\/td>\n<td>\u5b9a\u4e49 AI \u7684\u884c\u4e3a\u51c6\u5219\u548c\u89d2\u8272<\/td>\n<td>&#034;\u4f60\u662f\u4e00\u4e2a\u4e13\u4e1a\u7684\u5ba2\u670d\u52a9\u624b&#034;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6700\u4f73\u5b9e\u8df5&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u660e\u786e\u5177\u4f53&#xff0c;\u907f\u514d\u6a21\u7cca\u8868\u8ff0<\/p>\n<\/li>\n<li>\n<p>\u63d0\u4f9b\u8db3\u591f\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f<\/p>\n<\/li>\n<li>\n<p>\u4f7f\u7528\u7ed3\u6784\u5316\u683c\u5f0f&#xff08;\u5982 Markdown&#xff09;\u63d0\u5347\u53ef\u8bfb\u6027<\/p>\n<\/li>\n<li>\n<p>\u901a\u8fc7 few-shot learning&#xff08;\u5c11\u6837\u672c\u5b66\u4e60&#xff09;\u7ed9\u51fa\u793a\u4f8b<\/p>\n<\/li>\n<\/ul>\n<p>\u4e3a\u4ec0\u4e48\u91cd\u8981&#xff1f;<\/p>\n<p>Prompt \u7684\u8d28\u91cf\u76f4\u63a5\u51b3\u5b9a AI \u8f93\u51fa\u7684\u8d28\u91cf\u3002\u597d\u7684 Prompt \u5de5\u7a0b\u5e08\u80fd\u8ba9\u540c\u4e00\u4e2a\u6a21\u578b\u53d1\u6325\u51fa\u622a\u7136\u4e0d\u540c\u7684\u6548\u679c\u3002<\/p>\n<hr \/>\n<h4 id=\"5.%20Tool%EF%BC%88%E5%B7%A5%E5%85%B7%E8%B0%83%E7%94%A8%EF%BC%89\">5. Tool&#xff08;\u5de5\u5177\u8c03\u7528&#xff09;<\/h4>\n<p>\u4ec0\u4e48\u662f Tool&#xff1f;<\/p>\n<p>Tool \u662f\u8ba9 LLM \u80fd\u591f\u6267\u884c\u5916\u90e8\u64cd\u4f5c\u7684\u80fd\u529b&#xff0c;\u4f8b\u5982\u67e5\u8be2\u6570\u636e\u5e93\u3001\u8c03\u7528 API\u3001\u8bfb\u53d6\u6587\u4ef6\u7b49\u3002<\/p>\n<p>\u5de5\u4f5c\u539f\u7406&#xff1a;<\/p>\n<li>\n<p>LLM \u8bc6\u522b\u5230\u9700\u8981\u8c03\u7528\u5de5\u5177\u7684\u573a\u666f<\/p>\n<\/li>\n<li>\n<p>\u751f\u6210\u7ed3\u6784\u5316\u7684\u5de5\u5177\u8c03\u7528\u8bf7\u6c42<\/p>\n<\/li>\n<li>\n<p>\u5916\u90e8\u7cfb\u7edf\u6267\u884c\u5de5\u5177\u5e76\u8fd4\u56de\u7ed3\u679c<\/p>\n<\/li>\n<li>\n<p>LLM \u57fa\u4e8e\u7ed3\u679c\u7ee7\u7eed\u751f\u6210\u54cd\u5e94<\/p>\n<\/li>\n<p>\u5178\u578b\u5e94\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u5b9e\u65f6\u6570\u636e\u67e5\u8be2&#xff08;\u5929\u6c14\u3001\u80a1\u7968\u4ef7\u683c&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u6587\u4ef6\u64cd\u4f5c&#xff08;\u8bfb\u5199\u3001\u641c\u7d22&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u4ee3\u7801\u6267\u884c<\/p>\n<\/li>\n<li>\n<p>\u7f51\u7edc\u641c\u7d22<\/p>\n<\/li>\n<\/ul>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<p>Tool \u8ba9 AI \u7a81\u7834\u4e86\u7eaf\u6587\u672c\u5904\u7406\u7684\u5c40\u9650&#xff0c;\u4f7f\u5176\u80fd\u591f\u4e0e\u73b0\u5b9e\u4e16\u754c\u4ea4\u4e92\u3002<\/p>\n<hr \/>\n<h3 id=\"%E4%B8%89%E3%80%81%E9%AB%98%E7%BA%A7%E6%9E%B6%E6%9E%84%E5%B1%82%EF%BC%9A%E6%9E%84%E5%BB%BA%E6%99%BA%E8%83%BD%E7%B3%BB%E7%BB%9F\">\u4e09\u3001\u9ad8\u7ea7\u67b6\u6784\u5c42&#xff1a;\u6784\u5efa\u667a\u80fd\u7cfb\u7edf<\/h3>\n<h4 id=\"6.%20MCP%EF%BC%88Model%20Context%20Protocol%EF%BC%8C%E6%A8%A1%E5%9E%8B%E4%B8%8A%E4%B8%8B%E6%96%87%E5%8D%8F%E8%AE%AE%EF%BC%89\">6. MCP&#xff08;Model Context Protocol&#xff0c;\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae&#xff09;<\/h4>\n<p>\u4ec0\u4e48\u662f MCP&#xff1f;<\/p>\n<p>MCP \u662f\u4e00\u4e2a\u6807\u51c6\u5316\u534f\u8bae&#xff0c;\u7528\u4e8e\u89c4\u8303 LLM \u4e0e\u5916\u90e8\u5de5\u5177\u548c\u6570\u636e\u7684\u4ea4\u4e92\u65b9\u5f0f\u3002\u5b83\u7531 Anthropic \u63d0\u51fa&#xff0c;\u65e8\u5728\u89e3\u51b3\u5de5\u5177\u96c6\u6210\u7684\u788e\u7247\u5316\u95ee\u9898\u3002<\/p>\n<p>\u6838\u5fc3\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u6807\u51c6\u5316&#xff1a;\u7edf\u4e00\u7684\u63a5\u53e3\u89c4\u8303&#xff0c;\u964d\u4f4e\u96c6\u6210\u6210\u672c<\/p>\n<\/li>\n<li>\n<p>\u53ef\u6269\u5c55&#xff1a;\u8f7b\u677e\u6dfb\u52a0\u65b0\u7684\u5de5\u5177\u548c\u6570\u636e\u6e90<\/p>\n<\/li>\n<li>\n<p>\u5b89\u5168\u6027&#xff1a;\u660e\u786e\u7684\u6743\u9650\u63a7\u5236\u548c\u5ba1\u8ba1\u673a\u5236<\/p>\n<\/li>\n<\/ul>\n<p>\u751f\u6001\u7cfb\u7edf&#xff1a;<\/p>\n<p>\u76ee\u524d\u5df2\u6709\u4f17\u591a MCP \u670d\u52a1\u5668\u5b9e\u73b0&#xff0c;\u6db5\u76d6&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u6587\u4ef6\u7cfb\u7edf\u8bbf\u95ee<\/p>\n<\/li>\n<li>\n<p>\u6570\u636e\u5e93\u67e5\u8be2<\/p>\n<\/li>\n<li>\n<p>Web \u641c\u7d22<\/p>\n<\/li>\n<li>\n<p>\u4ee3\u7801\u4ed3\u5e93\u7ba1\u7406<\/p>\n<\/li>\n<li>\n<p>\u65e5\u5386\u548c\u90ae\u4ef6<\/p>\n<\/li>\n<\/ul>\n<p>\u4e3a\u4ec0\u4e48\u503c\u5f97\u5173\u6ce8&#xff1f;<\/p>\n<p>MCP \u6b63\u5728\u6210\u4e3a AI \u5e94\u7528\u5f00\u53d1\u7684\u4e8b\u5b9e\u6807\u51c6&#xff0c;\u638c\u63e1\u5b83\u5c06\u6781\u5927\u63d0\u5347\u4f60\u7684\u5f00\u53d1\u6548\u7387\u3002<\/p>\n<hr \/>\n<h4 id=\"7.%20Agent%EF%BC%88%E6%99%BA%E8%83%BD%E4%BD%93%EF%BC%89\">7. Agent&#xff08;\u667a\u80fd\u4f53&#xff09;<\/h4>\n<p>\u4ec0\u4e48\u662f Agent&#xff1f;<\/p>\n<p>Agent \u662f\u80fd\u591f\u81ea\u4e3b\u89c4\u5212\u3001\u51b3\u7b56\u548c\u6267\u884c\u4efb\u52a1\u7684 AI \u7cfb\u7edf\u3002\u5b83\u4e0d\u4ec5\u4ec5\u662f\u56de\u7b54\u95ee\u9898&#xff0c;\u8fd8\u80fd\u4e3b\u52a8\u5b8c\u6210\u590d\u6742\u7684\u5de5\u4f5c\u6d41\u3002<\/p>\n<p>\u6838\u5fc3\u80fd\u529b&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u611f\u77e5&#xff1a;\u7406\u89e3\u7528\u6237\u610f\u56fe\u548c\u73af\u5883\u72b6\u6001<\/p>\n<\/li>\n<li>\n<p>\u89c4\u5212&#xff1a;\u5206\u89e3\u4efb\u52a1&#xff0c;\u5236\u5b9a\u6267\u884c\u6b65\u9aa4<\/p>\n<\/li>\n<li>\n<p>\u6267\u884c&#xff1a;\u8c03\u7528\u5de5\u5177&#xff0c;\u83b7\u53d6\u4fe1\u606f<\/p>\n<\/li>\n<li>\n<p>\u53cd\u601d&#xff1a;\u8bc4\u4f30\u7ed3\u679c&#xff0c;\u8c03\u6574\u7b56\u7565<\/p>\n<\/li>\n<\/ul>\n<p>\u5de5\u4f5c\u6d41\u7a0b\u793a\u4f8b&#xff1a;<\/p>\n<p>\u7528\u6237\u8bf7\u6c42&#xff1a;&#034;\u5e2e\u6211\u5206\u6790\u4e0a\u5468\u7684\u9500\u552e\u6570\u636e\u5e76\u751f\u6210\u62a5\u544a&#034;<br \/>\n \u00a0  \u2193<br \/>\nAgent \u89c4\u5212&#xff1a;<br \/>\n1. \u67e5\u8be2\u6570\u636e\u5e93\u83b7\u53d6\u9500\u552e\u6570\u636e<br \/>\n2. \u8fdb\u884c\u6570\u636e\u5206\u6790&#xff08;\u540c\u6bd4\u3001\u73af\u6bd4\u3001\u8d8b\u52bf&#xff09;<br \/>\n3. \u751f\u6210\u53ef\u89c6\u5316\u56fe\u8868<br \/>\n4. \u64b0\u5199\u5206\u6790\u62a5\u544a<br \/>\n5. \u4fdd\u5b58\u5e76\u53d1\u9001\u7ed9\u7528\u6237<br \/>\n \u00a0  \u2193<br \/>\n\u9010\u6b65\u6267\u884c\u6bcf\u4e2a\u6b65\u9aa4&#xff0c;\u6700\u7ec8\u4ea4\u4ed8\u5b8c\u6574\u62a5\u544a <\/p>\n<p>\u4e0e\u4f20\u7edf AI \u7684\u533a\u522b&#xff1a;<\/p>\n<table>\n<tr>\u7279\u6027\u4f20\u7edf LLMAgent<\/tr>\n<tbody>\n<tr>\n<td>\u4e3b\u52a8\u6027<\/td>\n<td>\u88ab\u52a8\u54cd\u5e94<\/td>\n<td>\u4e3b\u52a8\u89c4\u5212<\/td>\n<\/tr>\n<tr>\n<td>\u590d\u6742\u6027<\/td>\n<td>\u5355\u6b21\u4ea4\u4e92<\/td>\n<td>\u591a\u6b65\u5de5\u4f5c\u6d41<\/td>\n<\/tr>\n<tr>\n<td>\u5de5\u5177\u4f7f\u7528<\/td>\n<td>\u6709\u9650\u6216\u65e0<\/td>\n<td>\u6df1\u5ea6\u96c6\u6210<\/td>\n<\/tr>\n<tr>\n<td>\u81ea\u4e3b\u6027<\/td>\n<td>\u4f4e<\/td>\n<td>\u9ad8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h4 id=\"8.%20Agent%20Skill%EF%BC%88%E6%99%BA%E8%83%BD%E4%BD%93%E6%8A%80%E8%83%BD%EF%BC%89\">8. Agent Skill&#xff08;\u667a\u80fd\u4f53\u6280\u80fd&#xff09;<\/h4>\n<p>\u4ec0\u4e48\u662f Agent Skill&#xff1f;<\/p>\n<p>Agent Skill \u662f\u5c06\u7279\u5b9a\u80fd\u529b\u5c01\u88c5\u4e3a\u53ef\u590d\u7528\u7684\u6a21\u5757&#xff0c;\u4f9b Agent \u8c03\u7528\u7684\u673a\u5236\u3002\u5b83\u7c7b\u4f3c\u4e8e\u7f16\u7a0b\u4e2d\u7684\u51fd\u6570\u6216\u5e93&#xff0c;\u4f46\u4e13\u4e3a AI \u573a\u666f\u8bbe\u8ba1\u3002<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u6a21\u5757\u5316&#xff1a;\u5c06\u590d\u6742\u80fd\u529b\u62c6\u5206\u4e3a\u72ec\u7acb\u6280\u80fd<\/p>\n<\/li>\n<li>\n<p>\u53ef\u590d\u7528&#xff1a;\u540c\u4e00\u6280\u80fd\u53ef\u5728\u591a\u4e2a Agent \u95f4\u5171\u4eab<\/p>\n<\/li>\n<li>\n<p>\u6613\u7ef4\u62a4&#xff1a;\u5355\u72ec\u66f4\u65b0\u548c\u4f18\u5316\u5355\u4e2a\u6280\u80fd<\/p>\n<\/li>\n<li>\n<p>\u53ef\u6269\u5c55&#xff1a;\u8f7b\u677e\u6dfb\u52a0\u65b0\u6280\u80fd<\/p>\n<\/li>\n<\/ul>\n<p>\u5178\u578b Skill \u793a\u4f8b&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u6570\u636e\u5206\u6790 Skill&#xff1a;\u8fde\u63a5\u6570\u636e\u5e93\u3001\u6267\u884c\u67e5\u8be2\u3001\u751f\u6210\u56fe\u8868<\/p>\n<\/li>\n<li>\n<p>\u6587\u6863\u5904\u7406 Skill&#xff1a;\u8bfb\u53d6 PDF\u3001\u63d0\u53d6\u8868\u683c\u3001\u8f6c\u6362\u683c\u5f0f<\/p>\n<\/li>\n<li>\n<p>\u901a\u4fe1 Skill&#xff1a;\u53d1\u9001\u90ae\u4ef6\u3001\u521b\u5efa\u4f1a\u8bae\u3001\u53d1\u9001\u6d88\u606f<\/p>\n<\/li>\n<li>\n<p>\u5f00\u53d1\u8f85\u52a9 Skill&#xff1a;\u4ee3\u7801\u5ba1\u67e5\u3001Bug \u4fee\u590d\u3001\u6d4b\u8bd5\u751f\u6210<\/p>\n<\/li>\n<\/ul>\n<p>\u5b9e\u73b0\u65b9\u5f0f&#xff1a;<\/p>\n<p># \u4f2a\u4ee3\u7801\u793a\u4f8b<br \/>\nclass DataAnalysisSkill:<br \/>\n \u00a0 \u00a0def query_database(self, sql):<br \/>\n \u00a0 \u00a0 \u00a0 \u00a0# \u6267\u884c\u6570\u636e\u5e93\u67e5\u8be2<br \/>\n \u00a0 \u00a0 \u00a0 \u00a0pass<br \/>\n \u00a0 \u00a0<br \/>\n \u00a0 \u00a0def generate_chart(self, data, chart_type):<br \/>\n \u00a0 \u00a0 \u00a0 \u00a0# \u751f\u6210\u53ef\u89c6\u5316\u56fe\u8868<br \/>\n \u00a0 \u00a0 \u00a0 \u00a0pass<br \/>\n \u00a0 \u00a0<br \/>\n \u00a0 \u00a0def analyze_trends(self, data):<br \/>\n \u00a0 \u00a0 \u00a0 \u00a0# \u5206\u6790\u6570\u636e\u8d8b\u52bf<br \/>\n \u00a0 \u00a0 \u00a0 \u00a0pass <\/p>\n<p>\u672a\u6765\u8d8b\u52bf&#xff1a;<\/p>\n<p>\u968f\u7740 AI \u5e94\u7528\u7684\u666e\u53ca&#xff0c;Skill \u5e02\u573a\u5c06\u9010\u6e10\u5f62\u6210&#xff0c;\u5f00\u53d1\u8005\u53ef\u4ee5\u50cf\u53d1\u5e03 npm \u5305\u4e00\u6837\u53d1\u5e03\u548c\u5206\u4eab\u81ea\u5df1\u7684 Agent Skill\u3002<\/p>\n<hr \/>\n<h3 id=\"%E5%9B%9B%E3%80%81%E7%9F%A5%E8%AF%86%E5%9B%BE%E8%B0%B1%EF%BC%9A%E6%A6%82%E5%BF%B5%E9%97%B4%E7%9A%84%E5%85%B3%E8%81%94\">\u56db\u3001\u77e5\u8bc6\u56fe\u8c31&#xff1a;\u6982\u5ff5\u95f4\u7684\u5173\u8054<\/h3>\n<p>AI \u6838\u5fc3\u6280\u672f\u4f53\u7cfb<br \/>\n\u251c\u2500\u2500 \u57fa\u7840\u6982\u5ff5\u5c42<br \/>\n\u2502 \u00a0 \u251c\u2500\u2500 LLM&#xff08;\u5927\u8bed\u8a00\u6a21\u578b&#xff09;<br \/>\n\u2502 \u00a0 \u251c\u2500\u2500 Token&#xff08;\u6587\u672c\u5355\u5143&#xff09;<br \/>\n\u2502 \u00a0 \u2514\u2500\u2500 Context&#xff08;\u4e0a\u4e0b\u6587\u7a97\u53e3&#xff09;<br \/>\n\u251c\u2500\u2500 \u4ea4\u4e92\u63a5\u53e3\u5c42<br \/>\n\u2502 \u00a0 \u251c\u2500\u2500 Prompt&#xff08;\u63d0\u793a\u8bcd\u5de5\u7a0b&#xff09;<br \/>\n\u2502 \u00a0 \u2514\u2500\u2500 Tool&#xff08;\u5de5\u5177\u8c03\u7528&#xff09;<br \/>\n\u2514\u2500\u2500 \u9ad8\u7ea7\u67b6\u6784\u5c42<br \/>\n \u00a0  \u251c\u2500\u2500 MCP&#xff08;\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae&#xff09;<br \/>\n \u00a0  \u251c\u2500\u2500 Agent&#xff08;\u667a\u80fd\u4f53&#xff09;<br \/>\n \u00a0  \u2514\u2500\u2500 Skill&#xff08;\u6280\u80fd\u6269\u5c55&#xff09; 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LLM&#xff08;Large Language Model&#xff0c;\u5927\u8bed\u8a00\u6a21\u578b&#xff09;<br \/>\n2. Token&#xff08;\u6587\u672c\u5355\u5143&#xff09;<br \/>\n3. Context Window&#xff08;\u4e0a\u4e0b\u6587\u7a97\u53e3&#xff09;<br \/>\n\u4e8c\u3001\u4ea4\u4e92\u63a5\u53e3\u5c42&#xff1a;\u4eba\u4e0e AI \u7684\u6865\u6881<br \/>\n4. Prompt&#xff08;\u63d0\u793a\u8bcd\u5de5\u7a0b&#xff09;<br \/>\n5. 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