{"id":20003,"date":"2026-01-15T14:03:40","date_gmt":"2026-01-15T06:03:40","guid":{"rendered":"https:\/\/92it.top\/?p=20003"},"modified":"2026-01-15T14:03:40","modified_gmt":"2026-01-15T06:03:40","slug":"agent-skills-mcp-rag-%e4%b8%89%e5%b1%82%e6%9e%b6%e6%9e%84","status":"publish","type":"post","link":"https:\/\/92it.top\/?p=20003","title":{"rendered":"Agent \/ Skills \/ MCP \/ RAG \u4e09\u5c42\u67b6\u6784"},"content":{"rendered":"\n<p>\u8f6c\u8f7d\uff1a<a href=\"https:\/\/artisan.blog.csdn.net\/article\/details\/156735615\">https:\/\/artisan.blog.csdn.net\/article\/details\/156735615<\/a><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"619\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-14-1024x619.png\" alt=\"\" class=\"wp-image-20005\" style=\"width:592px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-14-1024x619.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-14-300x181.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-14-768x465.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-14-830x502.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-14-230x139.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-14-350x212.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-14-480x290.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-14.png 1286w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p><strong>\u6982\u8ff0\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u5728\u5927\u6a21\u578b\u4ece\u201c\u80fd\u804a\u5929\u201d\u7684\u901a\u7528\u5de5\u5177\uff0c\u6f14\u8fdb\u5230\u201c\u80fd\u8d1f\u8d23\u7ed3\u679c\u201d\u7684\u4e13\u4e1a\u81ea\u6cbb\u7cfb\u7edf\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4e00\u4e2a\u8d8a\u6765\u8d8a\u6e05\u6670\u7684\u5171\u8bc6\u662f\uff1a\u5149\u6709\u4e00\u4e2a\u5f3a\u5927\u7684 LLM \u8fdc\u8fdc\u4e0d\u591f\uff0c\u9700\u8981\u4e00\u6574\u5957\u56f4\u7ed5 Agent\u3001Skills\u3001MCP\u3001RAG \u6784\u5efa\u7684\u7cfb\u7edf\u5316\u67b6\u6784\u3002<\/p>\n\n\n\n<p>\u8fd9\u5957\u67b6\u6784\u65e2\u8981\u80fd\u8fde\u63a5\u771f\u5b9e\u4e16\u754c\u7684\u7cfb\u7edf\u4e0e\u6570\u636e\uff0c\u53c8\u8981\u80fd\u6c89\u6dc0\u9886\u57df\u7ecf\u9a8c\u3001\u53ef\u63a7\u5730\u8c03\u5ea6\u5916\u90e8\u80fd\u529b\uff0c\u5e76\u5728\u957f\u5468\u671f\u5185\u7a33\u5b9a\u5730\u4ea7\u751f\u201c\u53ef\u4ea4\u4ed8\u7ed3\u679c\u201d\u3002<\/p>\n\n\n\n<p>\u63a5\u4e0b\u6765\u6211\u5c06\u4ece\u4ece\u67b6\u6784\u4e0e\u4ea7\u54c1\u89c6\u89d2\u62c6\u89e3\u4e00\u4e2a\u4e09\u5c42\u667a\u80fd\u4f53\u7cfb\u7edf\uff1a\u611f\u77e5 \/ \u51b3\u7b56 \/ \u6267\u884c\u4e09\u5c42\u4e4b\u4e0a\uff0c\u5206\u522b\u843d\u4f4d Agent\u3001Skills\u3001MCP \u4e0e RAG\uff0c\u5e76\u901a\u8fc7\u771f\u5b9e\u4e1a\u52a1\u6545\u4e8b\u8bf4\u660e\u5982\u4f55\u4ece\u201c\u4e00\u4e2a\u5bf9\u8bdd\u6846\u201d\u8fdb\u5316\u5230\u201c\u4e00\u4e2a\u80fd\u80dc\u4efb\u5c97\u4f4d\u7684\u6570\u5b57\u5458\u5de5\u201d\u3002<\/p>\n\n\n\n<p>\u4ece\u5b8f\u89c2\u89c6\u89d2\u770b\uff0c\u4e00\u4e2a\u53ef\u843d\u5730\u7684\u667a\u80fd\u4f53\u7cfb\u7edf\uff0c\u81f3\u5c11\u8981\u95ed\u5408\u4e09\u4ef6\u4e8b\uff1a<strong>\u770b\u5f97\u61c2\u8f93\u5165\u3001\u505a\u5f97\u51fa\u51b3\u7b56\u3001\u8c03\u7528\u5f97\u52a8\u5916\u90e8\u4e16\u754c\u3002<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"626\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-16-1024x626.png\" alt=\"\" class=\"wp-image-20007\" style=\"width:504px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-16-1024x626.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-16-300x183.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-16-768x469.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-16-830x507.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-16-230x141.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-16-350x214.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-16-480x293.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-16.png 1316w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p>\u53ef\u4ee5\u62bd\u8c61\u4e3a\u4e09\u5c42\u67b6\u6784\uff1a<\/p>\n\n\n\n<ul>\n<li>\u611f\u77e5\u5c42\uff1a\n<ul>\n<li>\u4ee5 Agent \u4e3a\u6838\u5fc3\u5165\u53e3\uff0c\u63a5\u6536\u81ea\u7136\u8bed\u8a00\u4efb\u52a1\uff0c\u8bc6\u522b\u610f\u56fe\u3001\u7406\u89e3\u4e0a\u4e0b\u6587\uff0c\u5e76\u7ed3\u5408 RAG \u68c0\u7d22\u957f\u671f\u77e5\u8bc6\u3002<br>\u8d1f\u8d23\u201c\u542c\u61c2\u7528\u6237\u7684\u9700\u6c42\u201d\uff0c\u5e76\u5c06\u5176\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u76ee\u6807\u4e0e\u5b50\u4efb\u52a1\u3002<br><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u51b3\u7b56\u5c42\uff1a\n<ul>\n<li>\u7531 Skills \u4f5c\u4e3a\u4e3b\u8981\u627f\u8f7d\uff0c\u628a\u201c\u600e\u4e48\u505a\u8fd9\u4ef6\u4e8b\u201d\u4ee5\u7ed3\u6784\u5316\u7684\u6d41\u7a0b\u4e0e\u89c4\u8303\u56fa\u5316\u4e0b\u6765\u3002<br>\u89e3\u51b3\u201c\u9762\u5bf9\u4e00\u4e2a\u4efb\u52a1\uff0c\u6b63\u786e\u4e14\u4e13\u4e1a\u7684\u505a\u6cd5\u662f\u4ec0\u4e48\u201d\u3002<br><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u6267\u884c\u5c42\uff1a\n<ul>\n<li>\u7531 MCP \u8fde\u63a5\u6570\u636e\u5e93\u3001\u4e1a\u52a1\u7cfb\u7edf\u3001API\u3001\u6587\u4ef6\u7b49\u5916\u90e8\u8d44\u6e90\uff0c\u662f\u667a\u80fd\u4f53\u7684\u201c\u795e\u7ecf\u4e0e\u56db\u80a2\u201d\u3002<br>\u51b3\u5b9a\u201c\u80fd\u4e0d\u80fd\u771f\u6b63\u5bf9\u4e1a\u52a1\u7cfb\u7edf\u52a8\u624b\uff0c\u800c\u4e0d\u662f\u53ea\u7ed9\u5efa\u8bae\u201d\u3002<br><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u5728\u8fd9\u4e2a\u89c6\u89d2\u4e2d\uff0cAgent \u662f\u8c03\u5ea6\u4e0e\u5927\u8111\uff0cSkills \u662f\u884c\u4e1a\u7ecf\u9a8c\uff0cMCP \u662f\u6267\u884c\u808c\u8089\uff0cRAG \u5219\u662f\u4e00\u6574\u5957\u6301\u7eed\u66f4\u65b0\u7684\u957f\u671f\u8bb0\u5fc6\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p>\u67b6\u6784\u4e0a\u53ef\u4ee5\u60f3\u8c61\u8fd9\u6837\u4e00\u5e45\u56fe\uff1a<\/p>\n\n\n\n<ul>\n<li>\u5de6\u4fa7\uff1a\u5404\u79cd\u4e1a\u52a1\u5165\u53e3\uff08\u804a\u5929\u754c\u9762\u3001IDE \u63d2\u4ef6\u3001\u5de5\u5355\u7cfb\u7edf\u3001Webhook\uff09\u3002<\/li>\n\n\n\n<li>\u4e2d\u95f4\uff1a\u4e00\u4e2a Agent Runtime\uff0c\u5185\u90e8\u6302\u8f7d\u591a\u4e2a Skills \u4ee5\u53ca RAG \u5b50\u7cfb\u7edf\uff0c\u8d1f\u8d23\u4efb\u52a1\u62c6\u89e3\u4e0e\u5de5\u5177\/\u6280\u80fd\u9009\u62e9\u3002<\/li>\n\n\n\n<li>\u53f3\u4fa7\u4e0b\u65b9\uff1a\u901a\u8fc7 MCP \u6302\u63a5\u7684 BI \u7cfb\u7edf\u3001\u6570\u636e\u5e93\u3001Git\u3001\u5408\u540c\u7cfb\u7edf\u3001\u7b2c\u4e09\u65b9 API \u7b49\u3002<\/li>\n\n\n\n<li>\u53f3\u4fa7\u4e0a\u65b9\uff1a\u4f01\u4e1a\u77e5\u8bc6\u5e93\u3001\u65e5\u5fd7\u5e93\u3001FAQ \u6587\u6863\u7b49\uff0c\u88ab RAG \u9884\u5904\u7406\u5e76\u63a5\u5165\u5411\u91cf\u6570\u636e\u5e93\u3002<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"593\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-18-1024x593.png\" alt=\"\" class=\"wp-image-20009\" style=\"width:544px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-18-1024x593.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-18-300x174.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-18-768x445.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-18-830x481.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-18-230x133.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-18-350x203.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-18-480x278.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-18.png 1330w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>MCP\uff1aAI \u7684\u201cUSB-C \u63a5\u53e3\u201d\uff0c\u7edf\u4e00\u8fde\u63a5\u5916\u90e8\u4e16\u754c\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"606\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-19-1024x606.png\" alt=\"\" class=\"wp-image-20010\" style=\"width:498px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-19-1024x606.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-19-300x177.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-19-768x454.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-19-830x491.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-19-230x136.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-19-350x207.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-19-480x284.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-19.png 1366w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p>\u5982\u679c\u628a\u5927\u6a21\u578b\u89c6\u4f5c\u00a0CPU\uff0c\u90a3\u4e48 MCP\uff08Model Context Protocol\uff09\u5c31\u50cf\u662f AI \u4e16\u754c\u91cc\u7684\u201cUSB-C \u6807\u51c6\u63a5\u53e3\u201d\uff1a<strong>\u89e3\u51b3\u7684\u662f\u201cAI \u5982\u4f55\u7a33\u5b9a\u3001\u6807\u51c6\u5316\u5730\u63a5\u5165\u5404\u79cd\u5916\u90e8\u80fd\u529b\u201d\u7684\u95ee\u9898\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u534f\u8bae\u67b6\u6784\uff1aHost \/ Client \/ Server \u4e09\u5143\u6a21\u578b<br><\/strong>MCP \u7684\u57fa\u672c\u62d3\u6251\u53ef\u4ee5\u7406\u89e3\u4e3a\u4e00\u4e2a\u4e09\u6bb5\u5f0f\u94fe\u8def\uff1a<\/p>\n\n\n\n<ul>\n<li>Host\n<ul>\n<li>\u9762\u5411\u7528\u6237\u7684 AI \u5e94\u7528\u672c\u8eab\uff0c\u53ef\u80fd\u662f\u804a\u5929\u5de5\u5177\u3001IDE \u63d2\u4ef6\u3001\u5de5\u4f5c\u53f0\u7b49\u3002<\/li>\n\n\n\n<li>\u8d1f\u8d23\uff1a\u4f1a\u8bdd\u7ba1\u7406\u3001\u6a21\u578b\u8c03\u7528\u3001\u51b3\u5b9a\u8981\u4e0d\u8981\u4f7f\u7528 MCP \u5de5\u5177\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Client\n<ul>\n<li>Host \u5185\u90e8\u7684\u8fde\u63a5\u5668\uff0c\u8d1f\u8d23\u4e0e\u5177\u4f53\u7684 MCP Server \u5efa\u7acb 1:1 \u901a\u9053\u3002<\/li>\n\n\n\n<li>\u5904\u7406\u534f\u8bae\u7ec6\u8282\uff1aJSON-RPC 2.0 \u6d88\u606f\u3001\u91cd\u8bd5\u3001\u5f02\u5e38\u5904\u7406\u3001\u9274\u6743\u7b49\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Server\n<ul>\n<li>\u6bcf\u4e2a\u5916\u90e8\u7cfb\u7edf\u6216\u5de5\u5177\u7684\u9002\u914d\u5c42\uff0c\u6bd4\u5982\u201cBI \u7cfb\u7edf Server\u201d\u3001\u201cGit Server\u201d\u3001\u201c\u5408\u540c\u5e93 Server\u201d\u3002<\/li>\n\n\n\n<li>\u628a\u79c1\u6709 API \u6216\u672c\u5730\u80fd\u529b\u62bd\u8c61\u6210 MCP \u6807\u51c6\u539f\u8bed\uff1aTools \/ Resources \/ Prompts\u3002<br><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"580\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-21-1024x580.png\" alt=\"\" class=\"wp-image-20013\" style=\"width:444px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-21-1024x580.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-21-300x170.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-21-768x435.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-21-830x471.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-21-230x130.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-21-350x198.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-21-480x272.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-21.png 1256w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p>\u8fd9\u610f\u5473\u7740\uff0c\u5728\u4ea7\u54c1\u4e0e\u67b6\u6784\u89c6\u89d2\u4e0b\u53ef\u4ee5\u83b7\u5f97\u4e24\u70b9\u5173\u952e\u6536\u76ca\uff1a<\/p>\n\n\n\n<ul>\n<li>\u5bf9 Host \u5f00\u53d1\u8005\uff1a\u4e0d\u5173\u5fc3\u5177\u4f53\u5916\u90e8\u7cfb\u7edf\u7684 API \u5dee\u5f02\uff0c\u53ea\u9700\u505a\u4e00\u6b21 MCP \u63a5\u5165\u80fd\u529b\u3002<\/li>\n\n\n\n<li>\u5bf9\u5de5\u5177\/\u7cfb\u7edf\u65b9\uff1a\u53ea\u8981\u5b9e\u73b0\u4e00\u4e2a MCP Server\uff0c\u5c31\u80fd\u88ab\u6240\u6709\u652f\u6301 MCP \u7684 Host \u8c03\u7528\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>MCP\u00a0\u4e4b\u540e\uff0c\u6211\u4eec\u8fd8\u9700\u8981\u4ec0\u4e48\uff1f\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>MCP\uff08Model Context Protocol\uff09\u7531 Anthropic \u56e2\u961f\u63d0\u51fa\uff0c\u5176\u6838\u5fc3\u8bbe\u8ba1\u7406\u5ff5\u662f\u6807\u51c6\u5316\u667a\u80fd\u4f53\u4e0e\u5916\u90e8\u5de5\u5177\/\u8d44\u6e90\u7684\u901a\u4fe1\u65b9\u5f0f\u3002\u60f3\u8c61\u4e00\u4e0b\uff0c\u4f60\u7684\u667a\u80fd\u4f53\u9700\u8981\u8bbf\u95ee\u6587\u4ef6\u7cfb\u7edf\u3001\u6570\u636e\u5e93\u3001GitHub\u3001Slack \u7b49\u5404\u79cd\u670d\u52a1\u3002\u4f20\u7edf\u505a\u6cd5\u662f\u4e3a\u6bcf\u4e2a\u670d\u52a1\u7f16\u5199\u4e13\u95e8\u7684\u9002\u914d\u5668\uff0c\u8fd9\u4e0d\u4ec5\u5de5\u4f5c\u91cf\u5927\uff0c\u800c\u4e14\u96be\u4ee5\u7ef4\u62a4\u3002MCP \u901a\u8fc7\u5b9a\u4e49\u7edf\u4e00\u7684\u534f\u8bae\u89c4\u8303\uff0c\u8ba9\u6240\u6709\u670d\u52a1\u90fd\u80fd\u4ee5\u76f8\u540c\u7684\u65b9\u5f0f\u88ab\u8bbf\u95ee\u3002<\/p>\n\n\n\n<p>MCP \u7684\u8bbe\u8ba1\u54f2\u5b66\u662f&#8221;\u4e0a\u4e0b\u6587\u5171\u4eab&#8221;\u3002\u5b83\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u8fdc\u7a0b\u8fc7\u7a0b\u8c03\u7528\u534f\u8bae\uff0c\u66f4\u91cd\u8981\u7684\u662f\u5b83\u5141\u8bb8\u667a\u80fd\u4f53\u548c\u5de5\u5177\u4e4b\u95f4\u5171\u4eab\u4e30\u5bcc\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\u3002\u8ba9\u6211\u4eec\u56de\u987e\u4e00\u4e2a\u5178\u578b\u7684 MCP \u4f7f\u7528\u573a\u666f\uff1a<code><\/code><\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">from hello_agents import ReActAgent, HelloAgentsLLM\nfrom hello_agents.tools import MCPTool\n\n# 1. \u521d\u59cb\u5316\u5927\u8bed\u8a00\u6a21\u578b\u5b9e\u4f8b\nllm = HelloAgentsLLM()\n\n# 2. \u521b\u5efaReAct\u6a21\u5f0f\u667a\u80fd\u4f53\uff0c\u6307\u5b9a\u667a\u80fd\u4f53\u540d\u79f0\nagent = ReActAgent(\n    name=\"\u6570\u636e\u5206\u6790\u52a9\u624b\",\n    llm=llm\n)\n\n# 3. \u521d\u59cb\u5316MCP\u5de5\u5177\uff0c\u542f\u52a8\u6570\u636e\u5e93\u7684MCP\u670d\u52a1\u7aef\u7a0b\u5e8f\ndb_mcp = MCPTool(\n    server_command=[\"python\", \"database_mcp_server.py\"]\n)\n\n# 4. \u5c06MCP\u6570\u636e\u5e93\u5de5\u5177\u6302\u8f7d\u7ed9\u667a\u80fd\u4f53\uff0c\u5b8c\u6210\u80fd\u529b\u8d4b\u4e88\nagent.add_tool(db_mcp)\n\n# 5. \u8fd0\u884c\u667a\u80fd\u4f53\uff0c\u6267\u884c\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u7684\u6570\u636e\u5e93\u67e5\u8be2\u4efb\u52a1\nresponse = agent.run(\"\u67e5\u8be2\u5458\u5de5\u8868\u4e2d\u85aa\u8d44\u6700\u9ad8\u7684\u524d10\u540d\u5458\u5de5\")\n\n# 6. \u6253\u5370\u667a\u80fd\u4f53\u8fd4\u56de\u7684\u6700\u7ec8\u7ed3\u679c\nprint(response)<\/pre>\n\n\n\n<p>\u8fd9\u6bb5\u4ee3\u7801\u5de5\u4f5c\u5f97\u5f88\u597d\uff0c\u667a\u80fd\u4f53\u6210\u529f\u8fde\u63a5\u5230\u4e86\u6570\u636e\u5e93\u3002\u4f46\u5f53\u4f60\u5c1d\u8bd5\u5904\u7406\u66f4\u590d\u6742\u7684\u4efb\u52a1\u65f6\uff0c\u4f1a\u53d1\u73b0\u4e00\u4e9b\u5fae\u5999\u7684\u95ee\u9898\uff1a<code><\/code><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"># \u4e00\u4e2a\u66f4\u590d\u6742\u7684\u9700\u6c42 response = agent.run(\"\"\" \u5206\u6790\u516c\u53f8\u5185\u90e8\u8c01\u7684\u8bdd\u8bed\u6743\u6700\u9ad8\uff1f <br>\u9700\u8981\u7efc\u5408\u8003\u8651\uff1a <br>1. \u7ba1\u7406\u5c42\u7ea7\u548c\u4e0b\u5c5e\u6570\u91cf<br>2. \u85aa\u8d44\u6c34\u5e73\u548c\u6da8\u85aa\u5e45\u5ea6 <br>3. \u4efb\u804c\u65f6\u957f\u548c\u7a33\u5b9a\u6027 <br>4. \u8de8\u90e8\u95e8\u5f71\u54cd\u529b \"\"\")<br><\/pre>\n\n\n\n<p>\u8fd9\u4e2a\u4efb\u52a1\u9700\u8981\u6267\u884c\u591a\u6b21\u6570\u636e\u5e93\u67e5\u8be2\uff0c\u6bcf\u6b21\u67e5\u8be2\u7684\u7ed3\u679c\u4f1a\u5f71\u54cd\u4e0b\u4e00\u6b21\u67e5\u8be2\u7684\u7b56\u7565\u3002\u66f4\u5173\u952e\u7684\u662f\uff0c\u5b83\u9700\u8981\u667a\u80fd\u4f53\u5177\u5907<strong>\u9886\u57df\u77e5\u8bc6<\/strong>\uff1a\u77e5\u9053\u5982\u4f55\u8861\u91cf&#8221;\u8bdd\u8bed\u6743&#8221;\uff0c\u77e5\u9053\u5e94\u8be5\u4ece\u54ea\u4e9b\u7ef4\u5ea6\u5206\u6790\u6570\u636e\uff0c\u77e5\u9053\u5982\u4f55\u7ec4\u5408\u591a\u4e2a\u67e5\u8be2\u7ed3\u679c\u5f97\u51fa\u7ed3\u8bba\u3002<\/p>\n\n\n\n<p>\u6b64\u65f6\uff0c\u4f60\u4f1a\u9047\u5230\u4e24\u4e2a\u6839\u672c\u6027\u7684\u95ee\u9898\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>\u7b2c\u4e00\u4e2a\u95ee\u9898\u662f\u4e0a\u4e0b\u6587\u7206\u70b8<\/strong>\u3002\u4e3a\u4e86\u8ba9\u667a\u80fd\u4f53\u80fd\u591f\u7075\u6d3b\u67e5\u8be2\u6570\u636e\u5e93\uff0cMCP \u670d\u52a1\u5668\u901a\u5e38\u4f1a\u66b4\u9732\u6570\u5341\u751a\u81f3\u4e0a\u767e\u4e2a\u5de5\u5177\uff08\u4e0d\u540c\u7684\u8868\u3001\u4e0d\u540c\u7684\u67e5\u8be2\u65b9\u6cd5\uff09\u3002\u8fd9\u4e9b\u5de5\u5177\u7684\u5b8c\u6574 JSON Schema \u5728\u8fde\u63a5\u5efa\u7acb\u65f6\u5c31\u4f1a\u88ab\u52a0\u8f7d\u5230\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e2d\uff0c\u53ef\u80fd\u5360\u7528\u6570\u4e07\u4e2a token\u3002\u636e\u793e\u533a\u5f00\u53d1\u8005\u53cd\u9988\uff0c\u4ec5\u52a0\u8f7d\u4e00\u4e2a Playwright MCP \u670d\u52a1\u5668\u5c31\u4f1a\u5360\u7528 200k \u4e0a\u4e0b\u6587\u7a97\u53e3\u7684 8%\uff0c\u8fd9\u5728\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u4f1a\u8fc5\u901f\u7d2f\u79ef\uff0c\u5bfc\u81f4\u6210\u672c\u98d9\u5347\u548c\u63a8\u7406\u80fd\u529b\u4e0b\u964d\u3002<\/li>\n<\/ul>\n\n\n\n<ul>\n<li><strong>\u7b2c\u4e8c\u4e2a\u95ee\u9898\u662f\u80fd\u529b\u9e3f\u6c9f<\/strong>\u3002MCP \u89e3\u51b3\u4e86&#8221;\u80fd\u591f\u8fde\u63a5&#8221;\u7684\u95ee\u9898\uff0c\u4f46\u6ca1\u6709\u89e3\u51b3&#8221;\u77e5\u9053\u5982\u4f55\u4f7f\u7528&#8221;\u7684\u95ee\u9898\u3002\u62e5\u6709\u6570\u636e\u5e93\u8fde\u63a5\u80fd\u529b\uff0c\u4e0d\u7b49\u4e8e\u667a\u80fd\u4f53\u77e5\u9053\u5982\u4f55\u7f16\u5199\u9ad8\u6548\u4e14\u5b89\u5168\u7684 SQL\uff1b\u80fd\u591f\u8bbf\u95ee\u6587\u4ef6\u7cfb\u7edf\uff0c\u4e0d\u610f\u5473\u7740\u5b83\u7406\u89e3\u7279\u5b9a\u9879\u76ee\u7684\u4ee3\u7801\u7ed3\u6784\u548c\u5f00\u53d1\u89c4\u8303\u3002\u8fd9\u5c31\u50cf\u7ed9\u4e00\u4e2a\u65b0\u624b\u7a0b\u5e8f\u5458\u5f00\u901a\u4e86\u6240\u6709\u7cfb\u7edf\u7684\u8bbf\u95ee\u6743\u9650\uff0c\u4f46\u6ca1\u6709\u63d0\u4f9b\u64cd\u4f5c\u624b\u518c\u548c\u6700\u4f73\u5b9e\u8df5\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u6b63\u662f<strong>Agent Skills<\/strong>\u8981\u89e3\u51b3\u7684\u6838\u5fc3\u95ee\u9898\u30022025\u5e74\u521d\uff0cAnthropic \u5728\u63a8\u51fa MCP \u4e4b\u540e\uff0c\u8fdb\u4e00\u6b65\u63d0\u51fa\u4e86 Agent Skills \u7684\u6982\u5ff5\uff0c\u5f15\u53d1\u4e86\u4e1a\u754c\u7684\u5e7f\u6cdb\u5173\u6ce8\u3002\u6709\u5f00\u53d1\u8005\u8bc4\u8bba\u8bf4\uff1a&#8221;Skill \u548c MCP \u662f\u4e24\u79cd\u4e1c\u897f\uff0cSkill \u662f\u9886\u57df\u77e5\u8bc6\uff0c\u544a\u8bc9\u6a21\u578b\u8be5\u5982\u4f55\u505a\uff0c\u672c\u8d28\u4e0a\u662f\u9ad8\u7ea7 Prompt\uff1b\u800c MCP \u5bf9\u63a5\u5916\u90e8\u5de5\u5177\u548c\u6570\u636e\u3002&#8221; \u4e5f\u6709\u4eba\u8ba4\u4e3a\uff1a&#8221;\u4ece Function Call \u5230 Tool Call \u5230 MCP \u5230 Skill\uff0c\u6838\u5fc3\u5927\u5dee\u4e0d\u5dee\uff0c\u5c31\u662f\u5de5\u7a0b\u5b9e\u8df5\u548c\u8868\u73b0\u5f62\u5f0f\u7684\u4f18\u5316\u6f14\u8fdb\u3002&#8221;<\/p>\n\n\n\n<p>\u90a3\u4e48\uff0cAgent Skills \u5230\u5e95\u662f\u4ec0\u4e48\uff1f\u5b83\u4e0e MCP \u6709\u4f55\u672c\u8d28\u533a\u522b\uff1f\u4e24\u8005\u662f\u7ade\u4e89\u5173\u7cfb\u8fd8\u662f\u4e92\u8865\u5173\u7cfb\uff1f\u672c\u7ae0\u5c06\u6df1\u5165\u63a2\u8ba8\u8fd9\u4e9b\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4ec0\u4e48\u662f Agent Skills\uff1f\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>\ud83d\udd39\u6838\u5fc3\u8bbe\u8ba1\u7406\u5ff5<\/strong><\/p>\n\n\n\n<p><strong>Agent Skills \u662f\u4e00\u79cd\u6807\u51c6\u5316\u7684\u7a0b\u5e8f\u6027\u77e5\u8bc6\u5c01\u88c5\u683c\u5f0f<\/strong>\u3002\u5982\u679c\u8bf4 MCP \u4e3a\u667a\u80fd\u4f53\u63d0\u4f9b\u4e86&#8221;\u624b&#8221;\u6765\u64cd\u4f5c\u5de5\u5177\uff0c\u90a3\u4e48 Skills \u5c31\u63d0\u4f9b\u4e86&#8221;\u64cd\u4f5c\u624b\u518c&#8221;\u6216&#8221;SOP\uff08\u6807\u51c6\u4f5c\u4e1a\u7a0b\u5e8f\uff09&#8221;\uff0c\u6559\u5bfc\u667a\u80fd\u4f53\u5982\u4f55\u6b63\u786e\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\u3002<\/p>\n\n\n\n<p>\u8fd9\u79cd\u8bbe\u8ba1\u7406\u5ff5\u6e90\u4e8e\u4e00\u4e2a\u7b80\u5355\u4f46\u6df1\u523b\u7684\u6d1e\u5bdf\uff1a<strong>\u8fde\u63a5\u6027\uff08Connectivity\uff09\u4e0e\u80fd\u529b\uff08Capability\uff09\u5e94\u8be5\u5206\u79bb<\/strong>\u3002MCP \u4e13\u6ce8\u4e8e\u524d\u8005\uff0cSkills \u4e13\u6ce8\u4e8e\u540e\u8005\u3002\u8fd9\u79cd\u804c\u8d23\u5206\u79bb\u5e26\u6765\u4e86\u6e05\u6670\u7684\u67b6\u6784\u4f18\u52bf\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>MCP \u7684\u804c\u8d23<\/strong>\uff1a\u63d0\u4f9b\u6807\u51c6\u5316\u7684\u8bbf\u95ee\u63a5\u53e3\uff0c\u8ba9\u667a\u80fd\u4f53\u80fd\u591f&#8221;\u591f\u5f97\u7740&#8221;\u5916\u90e8\u4e16\u754c\u7684\u6570\u636e\u548c\u5de5\u5177<\/li>\n\n\n\n<li><strong>Skills \u7684\u804c\u8d23<\/strong>\uff1a\u63d0\u4f9b\u9886\u57df\u4e13\u4e1a\u77e5\u8bc6\uff0c\u544a\u8bc9\u667a\u80fd\u4f53\u5728\u7279\u5b9a\u573a\u666f\u4e0b&#8221;\u5982\u4f55\u7ec4\u5408\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177&#8221;<\/li>\n<\/ul>\n\n\n\n<p>\u7528\u4e00\u4e2a\u7c7b\u6bd4\u6765\u7406\u89e3\uff1aMCP \u50cf\u662f USB \u63a5\u53e3\u6216\u9a71\u52a8\u7a0b\u5e8f\uff0c\u5b83\u5b9a\u4e49\u4e86\u8bbe\u5907\u5982\u4f55\u8fde\u63a5\uff1b\u800c Skills \u50cf\u662f\u8f6f\u4ef6\u5e94\u7528\u7a0b\u5e8f\uff0c\u5b83\u5b9a\u4e49\u4e86\u5982\u4f55\u4f7f\u7528\u8fd9\u4e9b\u8fde\u63a5\u7684\u8bbe\u5907\u6765\u5b8c\u6210\u5177\u4f53\u4efb\u52a1\u3002\u4f60\u53ef\u4ee5\u62e5\u6709\u4e00\u4e2a\u529f\u80fd\u5b8c\u5584\u7684\u6253\u5370\u673a\u9a71\u52a8\uff08MCP\uff09\uff0c\u4f46\u5982\u679c\u6ca1\u6709\u544a\u8bc9\u4f60\u5982\u4f55\u5728 Word \u91cc\u8bbe\u7f6e\u9875\u8fb9\u8ddd\u548c\u53cc\u9762\u6253\u5370\uff08Skill\uff09\uff0c\u4f60\u4ecd\u7136\u65e0\u6cd5\u9ad8\u6548\u5730\u5b8c\u6210\u6253\u5370\u4efb\u52a1\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd39\u6e10\u8fdb\u5f0f\u62ab\u9732\uff1a\u7834\u89e3\u4e0a\u4e0b\u6587\u56f0\u5883<\/strong><\/p>\n\n\n\n<p>Agent Skills \u6700\u6838\u5fc3\u7684\u521b\u65b0\u662f<strong>\u6e10\u8fdb\u5f0f\u62ab\u9732\uff08Progressive Disclosure\uff09\u673a\u5236<\/strong>\u3002\u8fd9\u79cd\u673a\u5236\u5c06\u6280\u80fd\u4fe1\u606f\u5206\u4e3a\u4e09\u4e2a\u5c42\u6b21\uff0c\u667a\u80fd\u4f53\u6309\u9700\u9010\u6b65\u52a0\u8f7d\uff0c\u65e2\u786e\u4fdd\u5fc5\u8981\u65f6\u4e0d\u9057\u6f0f\u7ec6\u8282\uff0c\u53c8\u907f\u514d\u4e00\u6b21\u6027\u5c06\u8fc7\u591a\u5185\u5bb9\u585e\u5165\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002<\/p>\n\n\n\n<p>\u56fe Agent Skills \u6e10\u8fdb\u5f0f\u62ab\u9732\u4e09\u5c42\u67b6\u6784<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"568\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-23-1024x568.png\" alt=\"\" class=\"wp-image-20015\" style=\"width:528px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-23-1024x568.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-23-300x166.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-23-768x426.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-23-1536x852.png 1536w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-23-830x460.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-23-230x128.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-23-350x194.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-23-480x266.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-23.png 1644w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<ul>\n<li><strong>\u7b2c\u4e00\u5c42\uff1a\u5143\u6570\u636e\uff08Metadata\uff09<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u5728 Skills \u7684\u8bbe\u8ba1\u4e2d\uff0c\u6bcf\u4e2a\u6280\u80fd\u90fd\u5b58\u653e\u5728\u4e00\u4e2a\u72ec\u7acb\u7684\u6587\u4ef6\u5939\u4e2d\uff0c\u6838\u5fc3\u662f\u4e00\u4e2a\u540d\u4e3a<code>SKILL.md<\/code>\u7684 Markdown \u6587\u4ef6\u3002\u8fd9\u4e2a\u6587\u4ef6\u5fc5\u987b\u4ee5 YAML \u683c\u5f0f\u7684 Frontmatter \u5f00\u5934\uff0c\u5b9a\u4e49\u6280\u80fd\u7684\u57fa\u672c\u4fe1\u606f\u3002<\/p>\n\n\n\n<p>\u5f53\u667a\u80fd\u4f53\u542f\u52a8\u65f6\uff0c\u5b83\u4f1a\u626b\u63cf\u6240\u6709\u5df2\u5b89\u88c5\u7684\u6280\u80fd\u6587\u4ef6\u5939\uff0c<strong>\u4ec5\u8bfb\u53d6\u6bcf\u4e2a<code>SKILL.md<\/code>\u7684 Frontmatter \u90e8\u5206<\/strong>\uff0c\u5c06\u8fd9\u4e9b\u5143\u6570\u636e\u52a0\u8f7d\u5230\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e2d\u3002\u6839\u636e\u5b9e\u6d4b\u6570\u636e\uff0c\u6bcf\u4e2a\u6280\u80fd\u7684\u5143\u6570\u636e\u4ec5\u6d88\u8017\u7ea6<strong>100 \u4e2a token<\/strong>\u3002\u5373\u4f7f\u4f60\u5b89\u88c5\u4e86 50 \u4e2a\u6280\u80fd\uff0c\u521d\u59cb\u7684\u4e0a\u4e0b\u6587\u6d88\u8017\u4e5f\u53ea\u6709\u7ea6 5,000 \u4e2a token\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e0e MCP \u7684\u5de5\u4f5c\u65b9\u5f0f\u5f62\u6210\u4e86\u9c9c\u660e\u5bf9\u6bd4\u3002\u5728\u5178\u578b\u7684 MCP \u5b9e\u73b0\u4e2d\uff0c\u5f53\u5ba2\u6237\u7aef\u8fde\u63a5\u5230\u4e00\u4e2a\u670d\u52a1\u5668\u65f6\uff0c\u901a\u5e38\u4f1a\u901a\u8fc7<code>tools\/list<\/code>\u8bf7\u6c42\u83b7\u53d6\u6240\u6709\u53ef\u7528\u5de5\u5177\u7684\u5b8c\u6574 JSON Schema\uff0c\u53ef\u80fd\u7acb\u5373\u6d88\u8017\u6570\u4e07\u4e2a token\u3002<\/p>\n\n\n\n<ul>\n<li><strong>\u7b2c\u4e8c\u5c42\uff1a\u6280\u80fd\u4e3b\u4f53\uff08Instructions\uff09<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u5f53\u667a\u80fd\u4f53\u901a\u8fc7\u5206\u6790\u7528\u6237\u8bf7\u6c42\uff0c\u5224\u65ad\u67d0\u4e2a\u6280\u80fd\u4e0e\u5f53\u524d\u4efb\u52a1\u9ad8\u5ea6\u76f8\u5173\u65f6\uff0c\u5b83\u4f1a\u8fdb\u5165\u7b2c\u4e8c\u5c42\u52a0\u8f7d\u3002\u6b64\u65f6\uff0c\u667a\u80fd\u4f53\u4f1a\u8bfb\u53d6\u8be5\u6280\u80fd\u7684\u5b8c\u6574<code>SKILL.md<\/code>\u6587\u4ef6\u5185\u5bb9\uff0c\u5c06\u8be6\u7ec6\u7684\u6307\u4ee4\u3001\u6ce8\u610f\u4e8b\u9879\u3001\u793a\u4f8b\u7b49\u52a0\u8f7d\u5230\u4e0a\u4e0b\u6587\u4e2d\u3002<\/p>\n\n\n\n<p>\u6b64\u65f6\uff0c\u667a\u80fd\u4f53\u83b7\u5f97\u4e86\u5b8c\u6210\u4efb\u52a1\u6240\u9700\u7684\u5168\u90e8\u4e0a\u4e0b\u6587\uff1a\u6570\u636e\u5e93\u7ed3\u6784\u3001\u67e5\u8be2\u6a21\u5f0f\u3001\u6ce8\u610f\u4e8b\u9879\u7b49\u3002\u8fd9\u90e8\u5206\u5185\u5bb9\u7684 token \u6d88\u8017\u53d6\u51b3\u4e8e\u6307\u4ee4\u7684\u590d\u6742\u5ea6\uff0c\u901a\u5e38\u5728 1,000 \u5230 5,000 \u4e2a token \u4e4b\u95f4\u3002<\/p>\n\n\n\n<ul>\n<li><strong>\u7b2c\u4e09\u5c42\uff1a\u9644\u52a0\u8d44\u6e90\uff08Scripts &amp; References\uff09<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u5bf9\u4e8e\u66f4\u590d\u6742\u7684\u6280\u80fd\uff0c<code>SKILL.md<\/code>\u53ef\u4ee5\u5f15\u7528\u540c\u4e00\u6587\u4ef6\u5939\u4e0b\u7684\u5176\u4ed6\u6587\u4ef6\uff1a\u811a\u672c\u3001\u914d\u7f6e\u6587\u4ef6\u3001\u53c2\u8003\u6587\u6863\u7b49\u3002\u667a\u80fd\u4f53<strong>\u4ec5\u5728\u9700\u8981\u65f6\u624d\u52a0\u8f7d\u8fd9\u4e9b\u8d44\u6e90<\/strong>\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff0c\u4e00\u4e2a PDF \u5904\u7406\u6280\u80fd\u7684\u6587\u4ef6\u7ed3\u6784\u53ef\u80fd\u662f\uff1a<code><\/code><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">skills\/pdf-processing\/<br>\u251c\u2500\u2500 SKILL.md                # \u4e3b\u6280\u80fd\u6587\u4ef6<br>\u251c\u2500\u2500 parse_pdf.py            # PDF \u89e3\u6790\u811a\u672c<br>\u251c\u2500\u2500 forms.md                # \u8868\u5355\u586b\u5199\u6307\u5357\uff08\u4ec5\u5728\u586b\u8868\u4efb\u52a1\u65f6\u52a0\u8f7d\uff09<br>\u2514\u2500\u2500 templates\/              # PDF \u6a21\u677f\u6587\u4ef6<br>    \u251c\u2500\u2500 invoice.pdf<br>    \u2514\u2500\u2500 report.pdf<\/pre>\n\n\n\n<p>\u5728<code>SKILL.md<\/code>\u4e2d\uff0c\u53ef\u4ee5\u8fd9\u6837\u5f15\u7528\u9644\u52a0\u8d44\u6e90\uff1a<\/p>\n\n\n\n<ul>\n<li>\u5f53\u9700\u8981\u6267\u884c PDF \u89e3\u6790\u65f6\uff0c\u667a\u80fd\u4f53\u4f1a\u8fd0\u884c<code>parse_pdf.py<\/code>\u811a\u672c<\/li>\n\n\n\n<li>\u5f53\u9047\u5230\u8868\u5355\u586b\u5199\u4efb\u52a1\u65f6\uff0c\u624d\u4f1a\u52a0\u8f7d<code>forms.md<\/code>\u4e86\u89e3\u8be6\u7ec6\u6b65\u9aa4<\/li>\n\n\n\n<li>\u6a21\u677f\u6587\u4ef6\u53ea\u5728\u9700\u8981\u751f\u6210\u7279\u5b9a\u683c\u5f0f\u6587\u6863\u65f6\u8bbf\u95ee<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u79cd\u8bbe\u8ba1\u6709\u4e24\u4e2a\u5173\u952e\u4f18\u52bf\uff1a<\/p>\n\n\n\n<ol>\n<li><strong>\u65e0\u9650\u7684\u77e5\u8bc6\u5bb9\u91cf<\/strong>\uff1a\u901a\u8fc7\u811a\u672c\u548c\u5916\u90e8\u6587\u4ef6\uff0c\u6280\u80fd\u53ef\u4ee5&#8221;\u643a\u5e26&#8221;\u8fdc\u8d85\u4e0a\u4e0b\u6587\u9650\u5236\u7684\u77e5\u8bc6\u3002\u4f8b\u5982\uff0c\u4e00\u4e2a\u6570\u636e\u5206\u6790\u6280\u80fd\u53ef\u4ee5\u9644\u5e26\u4e00\u4e2a 1GB \u7684\u6570\u636e\u6587\u4ef6\u548c\u4e00\u4e2a\u67e5\u8be2\u811a\u672c\uff0c\u667a\u80fd\u4f53\u901a\u8fc7\u6267\u884c\u811a\u672c\u6765\u8bbf\u95ee\u6570\u636e\uff0c\u800c\u65e0\u9700\u5c06\u6574\u4e2a\u6570\u636e\u96c6\u52a0\u8f7d\u5230\u4e0a\u4e0b\u6587\u4e2d\u3002<\/li>\n\n\n\n<li><strong>\u786e\u5b9a\u6027\u6267\u884c<\/strong>\uff1a\u590d\u6742\u7684\u8ba1\u7b97\u3001\u6570\u636e\u8f6c\u6362\u3001\u683c\u5f0f\u89e3\u6790\u7b49\u4efb\u52a1\u4ea4\u7ed9\u4ee3\u7801\u6267\u884c\uff0c\u907f\u514d\u4e86 LLM \u751f\u6210\u8fc7\u7a0b\u4e2d\u7684\u4e0d\u786e\u5b9a\u6027\u548c\u5e7b\u89c9\u95ee\u9898\u3002<\/li>\n\n\n\n<li>\u6e10\u8fdb\u5f0f\u62ab\u9732\u7684\u6548\u679c\uff1a\u4ece 16k \u5230 500 Token<\/li>\n<\/ol>\n\n\n\n<p>\u793e\u533a\u5f00\u53d1\u8005\u5206\u4eab\u7684\u5b9e\u8df5\u6848\u4f8b\u5145\u5206\u8bc1\u660e\u4e86\u6e10\u8fdb\u5f0f\u62ab\u9732\u7684\u5a01\u529b\u3002\u5728\u4e00\u4e2a\u771f\u5b9e\u573a\u666f\u4e2d\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>\u4f20\u7edf MCP \u65b9\u5f0f<\/strong>\uff1a\u76f4\u63a5\u8fde\u63a5\u4e00\u4e2a\u5305\u542b\u5927\u91cf\u5de5\u5177\u5b9a\u4e49\u7684 MCP \u670d\u52a1\u5668\uff0c\u521d\u59cb\u52a0\u8f7d\u6d88\u8017<strong>16,000 \u4e2a token<\/strong><\/li>\n\n\n\n<li><strong>Skills \u5305\u88c5\u540e<\/strong>\uff1a\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684 Skill \u4f5c\u4e3a&#8221;\u7f51\u5173&#8221;\uff0c\u4ec5\u5728 Frontmatter \u4e2d\u63cf\u8ff0\u529f\u80fd\uff0c\u521d\u59cb\u6d88\u8017\u4ec5<strong>500 \u4e2a token<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u5f53\u667a\u80fd\u4f53\u786e\u5b9a\u9700\u8981\u4f7f\u7528\u8be5\u6280\u80fd\u65f6\uff0c\u624d\u4f1a\u52a0\u8f7d\u8be6\u7ec6\u6307\u4ee4\u5e76\u6309\u9700\u8c03\u7528\u5e95\u5c42\u7684 MCP \u5de5\u5177\u3002\u8fd9\u79cd\u67b6\u6784\u4e0d\u4ec5\u5927\u5e45\u964d\u4f4e\u4e86\u521d\u59cb\u6210\u672c\uff0c\u8fd8\u4f7f\u5f97\u5bf9\u8bdd\u8fc7\u7a0b\u4e2d\u7684\u4e0a\u4e0b\u6587\u7ba1\u7406\u66f4\u52a0\u7cbe\u51c6\u548c\u9ad8\u6548\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>Agent Skills vs MCP\uff1a\u672c\u8d28\u533a\u522b\u4e0e\u534f\u4f5c\u5173\u7cfb\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u73b0\u5728\uff0c\u6211\u4eec\u53ef\u4ee5\u7cfb\u7edf\u5730\u6bd4\u8f83\u8fd9\u4e24\u79cd\u6280\u672f\u7684\u672c\u8d28\u533a\u522b\u4e86\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"555\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-25-1024x555.png\" alt=\"\" class=\"wp-image-20019\" style=\"width:510px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-25-1024x555.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-25-300x163.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-25-768x416.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-25-1536x833.png 1536w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-25-830x450.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-25-230x125.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-25-350x190.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-25-480x260.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-25.png 1655w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p><strong>\ud83d\udd391. \u4ece\u5de5\u7a0b\u89c6\u89d2\u7406\u89e3\u5dee\u5f02<\/strong><\/p>\n\n\n\n<p>\u8ba9\u6211\u4eec\u901a\u8fc7\u4e00\u4e2a\u5177\u4f53\u7684\u4f8b\u5b50\u6765\u7406\u89e3\u8fd9\u79cd\u5dee\u5f02\u3002\u5047\u8bbe\u4f60\u8981\u6784\u5efa\u4e00\u4e2a\u667a\u80fd\u4f53\u6765\u5e2e\u52a9\u56e2\u961f\u8fdb\u884c\u4ee3\u7801\u5ba1\u67e5\uff1a<\/p>\n\n\n\n<p><strong>MCP \u7684\u804c\u8d23<\/strong>\uff1a<code><\/code><\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">from hello_agents import ReActAgent, HelloAgentsLLM\nfrom hello_agents.tools import MCPTool\n\n# \u521d\u59cb\u5316\u5927\u8bed\u8a00\u6a21\u578b\u5b9e\u4f8b\nllm = HelloAgentsLLM()\n\n# \u521b\u5efa\u667a\u80fd\u4f53 - \u5b9a\u4e49\u4e3a\u3010GitHub\u4ed3\u5e93\u5206\u6790\u52a9\u624b\u3011\nagent = ReActAgent(\n    name=\"GitHub\u4ed3\u5e93\u5206\u6790\u52a9\u624b\",\n    llm=llm\n)\n\n# MCP \u63d0\u4f9b\u5bf9 GitHub \u7684\u6807\u51c6\u5316\u534f\u8bae\u8bbf\u95ee\n# \u542f\u52a8\u5b98\u65b9GitHub\u4e13\u7528\u7684MCP\u670d\u52a1\u7aef\uff0c\u6807\u51c6\u5316\u5bf9\u63a5GitHub\u6240\u6709\u64cd\u4f5c\ngithub_mcp = MCPTool(\n    server_command=[\"npx\", \"-y\", \"@modelcontextprotocol\/server-github\"]\n)\n\n# \u5c06GitHub\u7684MCP\u5de5\u5177\u6302\u8f7d\u7ed9\u667a\u80fd\u4f53\uff0c\u8d4b\u4e88\u667a\u80fd\u4f53\u64cd\u4f5cGitHub\u4ed3\u5e93\u7684\u5b8c\u6574\u80fd\u529b\nagent.add_tool(github_mcp)\n\n# =============================================================================\n# MCP \u6807\u51c6\u5316\u66b4\u9732\u7684 GitHub \u64cd\u4f5c\u5de5\u5177\u51fd\u6570\uff08\u7b80\u5316\u793a\u4f8b | \u667a\u80fd\u4f53\u53ef\u76f4\u63a5\u8c03\u7528\uff09\n# =============================================================================\n# - list_pull_requests(repo, state)        # \u5217\u51fa\u4ed3\u5e93\u7684PR\u5217\u8868\uff0c\u53ef\u7b5b\u9009\u72b6\u6001(open\/closed\/merged)\n# - get_pull_request_details(pr_number)    # \u83b7\u53d6\u6307\u5b9aPR\u7684\u5b8c\u6574\u8be6\u60c5\u4fe1\u606f\n# - list_pr_comments(pr_number)            # \u5217\u51fa\u6307\u5b9aPR\u7684\u6240\u6709\u8bc4\u8bba\u5185\u5bb9\n# - create_pr_comment(pr_number, body)     # \u7ed9\u6307\u5b9aPR\u65b0\u589e\u8bc4\u8bba\n# - get_file_content(repo, path, ref)      # \u83b7\u53d6\u4ed3\u5e93\u6307\u5b9a\u6587\u4ef6\u7684\u5185\u5bb9\n# - list_pr_files(pr_number)               # \u5217\u51fa\u6307\u5b9aPR\u4e2d\u53d8\u66f4\u7684\u6240\u6709\u6587\u4ef6<\/pre>\n\n\n\n<p>MCP \u8ba9\u667a\u80fd\u4f53&#8221;\u80fd\u591f&#8221;\u8bbf\u95ee GitHub\uff0c\u80fd\u591f\u8c03\u7528\u8fd9\u4e9b API\u3002\u4f46\u5b83\u4e0d\u77e5\u9053&#8221;\u5e94\u8be5&#8221;\u505a\u4ec0\u4e48\u3002<\/p>\n\n\n\n<p><strong>Skills \u7684\u804c\u8d23<\/strong>\uff1a<code><\/code><\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">---\nname: code-review-workflow\ndescription: \u6267\u884c\u6807\u51c6\u7684\u4ee3\u7801\u5ba1\u67e5\u6d41\u7a0b\uff0c\u5305\u62ec\u68c0\u67e5\u4ee3\u7801\u98ce\u683c\u3001\u5b89\u5168\u95ee\u9898\u3001\u6d4b\u8bd5\u8986\u76d6\u7387\u7b49\n---\n\n# \u4ee3\u7801\u5ba1\u67e5\u5de5\u4f5c\u6d41\n## \u5ba1\u67e5\u6e05\u5355\n\u5f53\u6267\u884c\u4ee3\u7801\u5ba1\u67e5\u65f6\uff0c\u6309\u4ee5\u4e0b\u6b65\u9aa4\u8fdb\u884c\uff1a\n1. **\u83b7\u53d6 PR \u4fe1\u606f**\uff1a\u8c03\u7528`get_pull_request_details`\u4e86\u89e3\u53d8\u66f4\u80cc\u666f\n2. **\u5206\u6790\u53d8\u66f4\u6587\u4ef6**\uff1a\u8c03\u7528`list_pr_files`\u83b7\u53d6\u6587\u4ef6\u5217\u8868\n3. **\u9010\u6587\u4ef6\u5ba1\u67e5**\uff1a\n   - \u5bf9\u4e8e `.py` \u6587\u4ef6\uff1a\u68c0\u67e5\u662f\u5426\u7b26\u5408 PEP 8 \u89c4\u8303\uff0c\u662f\u5426\u5b58\u5728\u660e\u663e\u7684\u6027\u80fd\u95ee\u9898\n   - \u5bf9\u4e8e `.js\/.ts` \u6587\u4ef6\uff1a\u68c0\u67e5\u662f\u5426\u6709\u672a\u5904\u7406\u7684 Promise \u5f02\u5e38\uff0c\u662f\u5426\u4f7f\u7528\u4e86\u5e9f\u5f03\u7684 API\n   - \u5bf9\u4e8e\u6d4b\u8bd5\u6587\u4ef6\uff1a\u9a8c\u8bc1\u5355\u5143\u6d4b\u8bd5\u662f\u5426\u8986\u76d6\u4e86\u672c\u6b21\u65b0\u589e\u7684\u6240\u6709\u4ee3\u7801\u8def\u5f84\n4. **\u5b89\u5168\u68c0\u67e5**\uff1a\n   - \u4ee3\u7801\u4e2d\u662f\u5426\u786c\u7f16\u7801\u654f\u611f\u4fe1\u606f\uff08\u5bc6\u94a5\u3001\u5bc6\u7801\u3001Token\u3001\u6570\u636e\u5e93\u8d26\u53f7\u7b49\uff09\n   - \u662f\u5426\u5b58\u5728 SQL \u6ce8\u5165\u3001XSS \u8de8\u7ad9\u811a\u672c\u3001CSRF \u7b49\u5e38\u89c1\u5b89\u5168\u98ce\u9669\n5. **\u63d0\u4f9b\u53cd\u9988**\uff1a\n   - \u4e25\u91cd\u95ee\u9898\uff1a\u76f4\u63a5\u8c03\u7528`create_pr_comment`\u5728PR\u5185\u9010\u6761\u8bc4\u8bba\u53cd\u9988\n   - \u5efa\u8bae\u6539\u8fdb\u9879\uff1a\u6c47\u603b\u540e\u5728\u5ba1\u67e5\u603b\u7ed3\u4e2d\u7edf\u4e00\u63d0\u51fa\n\n## \u516c\u53f8\u7279\u5b9a\u89c4\u8303\uff08\u5f3a\u5236\u9075\u5faa\uff09\n- \u6240\u6709\u6570\u636e\u5e93\u67e5\u8be2\u8bed\u53e5\uff0c\u5fc5\u987b\u4f7f\u7528\u53c2\u6570\u5316\u67e5\u8be2\uff0c\u7981\u6b62\u5b57\u7b26\u4e32\u62fc\u63a5\n- \u6240\u6709\u540e\u7aefAPI\u63a5\u53e3\u7aef\u70b9\uff0c\u5fc5\u987b\u6dfb\u52a0\u6743\u9650\u9a8c\u8bc1\u88c5\u9970\u5668\/\u62e6\u622a\u5668\n- \u65b0\u589e\u4e1a\u52a1\u529f\u80fd\u5fc5\u987b\u9644\u5e26\u5bf9\u5e94\u7684\u5355\u5143\u6d4b\u8bd5\uff0c\u6d4b\u8bd5\u8986\u76d6\u7387\u8981\u6c42 \u2265 80%\n\n## \u793a\u4f8b\u8bc4\u8bba\u6a21\u677f\n### \u4e25\u91cd\u95ee\u9898\n\u26a0\ufe0f \u5b89\u5168\u98ce\u9669\uff1a\u7b2c 45 \u884c\u76f4\u63a5\u62fc\u63a5 SQL \u5b57\u7b26\u4e32\uff0c\u5b58\u5728 SQL \u6ce8\u5165\u98ce\u9669\u3002\n\u5efa\u8bae\u6539\u7528\u53c2\u6570\u5316\u67e5\u8be2\uff1a\n```python\ncursor.execute(\"SELECT * FROM users WHERE id = ?\", (user_id,))<\/pre>\n\n\n\n<p>Skills \u544a\u8bc9\u667a\u80fd\u4f53&#8221;\u5e94\u8be5&#8221;\u505a\u4ec0\u4e48\u3001\u5982\u4f55\u7ec4\u7ec7\u5ba1\u67e5\u6d41\u7a0b\u3001\u9700\u8981\u5173\u6ce8\u54ea\u4e9b\u516c\u53f8\u7279\u5b9a\u7684\u89c4\u8303\u3002\u5b83\u662f\u9886\u57df\u77e5\u8bc6\u548c\u6700\u4f73\u5b9e\u8df5\u7684\u5bb9\u5668\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd392. \u4e0a\u4e0b\u6587\u7ba1\u7406\u7b56\u7565\u7684\u672c\u8d28\u5dee\u5f02<\/strong><\/p>\n\n\n\n<p>MCP \u6025\u5207\u52a0\u8f7d vs Skills \u60f0\u6027\u52a0\u8f7d\u5bf9\u6bd4<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"570\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-27-1024x570.png\" alt=\"\" class=\"wp-image-20021\" style=\"width:624px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-27-1024x570.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-27-300x167.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-27-768x428.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-27-1536x856.png 1536w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-27-830x462.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-27-230x128.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-27-350x195.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-27-480x267.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-27.png 1650w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>3. \u4e92\u8865\u800c\u975e\u7ade\u4e89\uff1aSkills + MCP \u7684\u6df7\u5408\u67b6\u6784<\/strong><\/p>\n\n\n\n<p>\u7406\u89e3\u4e86\u4e24\u8005\u7684\u5dee\u5f02\u540e\uff0c\u6211\u4eec\u4f1a\u53d1\u73b0\uff1a<strong>Skills \u548c MCP \u4e0d\u662f\u7ade\u4e89\u5173\u7cfb\uff0c\u800c\u662f\u4e92\u8865\u5173\u7cfb<\/strong>\u3002\u6700\u4f73\u5b9e\u8df5\u662f\u5c06\u4e24\u8005\u7ed3\u5408\uff0c\u5f62\u6210\u5206\u5c42\u67b6\u6784\uff1a<\/p>\n\n\n\n<p>Skills + MCP \u6df7\u5408\u67b6\u6784\u8bbe\u8ba1<strong><\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"605\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-28-1024x605.png\" alt=\"\" class=\"wp-image-20022\" style=\"width:592px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-28-1024x605.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-28-300x177.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-28-768x454.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-28-1536x907.png 1536w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-28-830x490.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-28-230x136.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-28-350x207.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-28-480x283.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-28.png 1580w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p><strong>\u5178\u578b\u5de5\u4f5c\u6d41<\/strong>\uff1a<\/p>\n\n\n\n<ol>\n<li>\u7528\u6237\u95ee\uff1a&#8221;\u5206\u6790\u516c\u53f8\u5185\u90e8\u8c01\u7684\u8bdd\u8bed\u6743\u6700\u9ad8&#8221;<\/li>\n\n\n\n<li><strong>Skills \u5c42<\/strong>\u8bc6\u522b\u8fd9\u662f\u4e00\u4e2a\u6570\u636e\u5206\u6790\u4efb\u52a1\uff0c\u52a0\u8f7d<code>mysql-employees-analysis<\/code>\u6280\u80fd<\/li>\n\n\n\n<li><strong>Skills \u5c42<\/strong>\u6839\u636e\u6280\u80fd\u6307\u4ee4\uff0c\u5c06\u4efb\u52a1\u5206\u89e3\u4e3a\u5b50\u6b65\u9aa4\uff1a\u67e5\u8be2\u7ba1\u7406\u5173\u7cfb\u3001\u85aa\u8d44\u5bf9\u6bd4\u3001\u4efb\u804c\u65f6\u957f\u7b49<\/li>\n\n\n\n<li><strong>MCP \u5c42<\/strong>\u6267\u884c\u5177\u4f53\u7684 SQL \u67e5\u8be2\uff0c\u8fd4\u56de\u7ed3\u679c<\/li>\n\n\n\n<li><strong>Skills \u5c42<\/strong>\u6839\u636e\u6280\u80fd\u4e2d\u7684\u9886\u57df\u77e5\u8bc6\uff0c\u89e3\u8bfb\u6570\u636e\u5e76\u751f\u6210\u7efc\u5408\u5206\u6790<\/li>\n\n\n\n<li>\u8fd4\u56de\u7ed3\u6784\u5316\u7684\u7b54\u6848\u7ed9\u7528\u6237<\/li>\n<\/ol>\n\n\n\n<p>\u8fd9\u79cd\u67b6\u6784\u7684\u4f18\u52bf\u662f\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>\u5173\u6ce8\u70b9\u5206\u79bb<\/strong>\uff1aMCP \u4e13\u6ce8\u4e8e&#8221;\u80fd\u529b&#8221;\uff0cSkills \u4e13\u6ce8\u4e8e&#8221;\u667a\u6167&#8221;<\/li>\n\n\n\n<li><strong>\u6210\u672c\u4f18\u5316<\/strong>\uff1a\u6e10\u8fdb\u5f0f\u52a0\u8f7d\u5927\u5e45\u964d\u4f4e token \u6d88\u8017<\/li>\n\n\n\n<li><strong>\u53ef\u7ef4\u62a4\u6027<\/strong>\uff1a\u4e1a\u52a1\u903b\u8f91\uff08Skills\uff09\u4e0e\u57fa\u7840\u8bbe\u65bd\uff08MCP\uff09\u89e3\u8026<\/li>\n\n\n\n<li><strong>\u590d\u7528\u6027<\/strong>\uff1a\u540c\u4e00\u4e2a MCP \u670d\u52a1\u5668\u53ef\u4ee5\u88ab\u591a\u4e2a Skills \u4f7f\u7528<\/li>\n<\/ul>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>Skills\uff1a\u628a\u201c\u8d44\u6df1\u540c\u4e8b\u7684\u7ecf\u9a8c\u201d\u53d8\u6210\u53ef\u590d\u7528\u80fd\u529b\u5305\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u5355\u9760\u4e00\u6bb5\u957f Prompt\uff0c\u5df2\u7ecf\u96be\u4ee5\u652f\u6491\u590d\u6742\u4e1a\u52a1\u6d41\u7a0b\u3002<strong>Skills \u7684\u6838\u5fc3\u601d\u60f3\uff0c\u662f\u628a\u7ecf\u9a8c\u3001\u89c4\u8303\u548c\u811a\u672c\u7ec4\u7ec7\u6210\u4e00\u4e2a\u7ed3\u6784\u5316\u7684\u201c\u80fd\u529b\u5305\u201d\uff0c\u8ba9 Agent \u80fd\u591f\u53ef\u63a7\u5730\u8c03\u7528\u3002<\/strong><\/p>\n\n\n\n<p><a><\/a><a><\/a>\u76ee\u5f55\u7ed3\u6784\uff1a\u4e00\u4e2a Skill \u957f\u4ec0\u4e48\u6837<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"563\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-32-1024x563.png\" alt=\"\" class=\"wp-image-20029\" style=\"width:634px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-32-1024x563.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-32-300x165.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-32-768x422.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-32-830x457.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-32-230x127.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-32-350x193.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-32-480x264.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-32.png 1398w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">git-commit-helper\/  # \u6280\u80fd\u6587\u4ef6\u5939\uff08\u540d\u79f0\u4e0eskill name\u4e00\u81f4\uff09\n\u251c\u2500\u2500 SKILL.md        # \u6838\u5fc3\u5165\u53e3\uff08\u5fc5\u9700\uff09\n\u2502   \u251c\u2500\u2500 YAML\u5143\u6570\u636e  # name\/description\/allowed-tools\uff08&lt;100 tokens\uff09\n\u2502   \u2502   name: git-commit-helper\n\u2502   \u2502   description: \u751f\u6210\u7b26\u5408\u56e2\u961f\u89c4\u8303\u7684Git\u63d0\u4ea4\u4fe1\u606f\n\u2502   \u2502   allowed-tools: Bash\n\u2502   \u2514\u2500\u2500 Markdown\u6307\u4ee4 # \u5de5\u4f5c\u6d41\/\u89c4\u8303\/\u5f02\u5e38\u5904\u7406\uff08&lt;5k tokens\uff09\n\u2502       1. \u8fd0\u884cgit diff --staged\u83b7\u53d6\u53d8\u66f4\n\u2502       2. \u9996\u884c\u226450\u5b57\uff08\u73b0\u5728\u65f6\uff09\uff0c\u7b2c\u4e8c\u884c\u7a7a\u884c\n\u2502       3. \u5173\u8054Jira\u7f16\u53f7\uff08\u5982PROJ-123\uff09\n\u251c\u2500\u2500 scripts\/        # \u53ef\u6267\u884c\u811a\u672c\uff08\u53ef\u9009\uff0cPython\/shell\uff09\n\u2502   \u2514\u2500\u2500 extract-staged.py # \u63d0\u53d6\u6682\u5b58\u533a\u53d8\u66f4\u7684\u811a\u672c\n\u251c\u2500\u2500 references\/     # \u53c2\u8003\u6587\u6863\uff08\u53ef\u9009\uff0c\u6309\u9700\u52a0\u8f7d\uff09\n\u2502   \u2514\u2500\u2500 commit-spec.md # \u56e2\u961f\u63d0\u4ea4\u89c4\u8303\u7ec6\u5219\n\u2514\u2500\u2500 assets\/         # \u9759\u6001\u8d44\u6e90\uff08\u53ef\u9009\uff0c\u4e0d\u52a0\u8f7d\u5230\u4e0a\u4e0b\u6587\uff09\n    \u2514\u2500\u2500 commit-template.txt # \u63d0\u4ea4\u4fe1\u606f\u6a21\u677f\n<\/pre>\n\n\n\n<p>\u5178\u578b Skill \u53ef\u4ee5\u60f3\u8c61\u4e3a\u4e00\u4e2a\u5c0f\u578b\u4ed3\u5e93\uff0c\u81f3\u5c11\u5305\u542b\u4e09\u7c7b\u5185\u5bb9\uff1a<\/p>\n\n\n\n<ul>\n<li>SKILL.md\uff1a\n<ul>\n<li>\u9876\u90e8\u662f YAML \u5143\u6570\u636e\uff1a\u540d\u79f0\u3001\u63cf\u8ff0\u3001\u5141\u8bb8\u8c03\u7528\u7684\u5de5\u5177\uff08allowed-tools\uff09\u3002<\/li>\n\n\n\n<li>\u4e0b\u65b9\u662f Markdown \u683c\u5f0f\u7684\u5de5\u4f5c\u6d41\u4e0e\u6307\u4ee4\uff0c\u5982\u201c\u6b65\u9aa4 1 \u505a\u4ec0\u4e48\u3001\u9047\u5230\u5f02\u5e38\u600e\u4e48\u529e\u201d\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>scripts\/\uff1a\n<ul>\n<li>\u4efb\u52a1\u4e2d\u7528\u5230\u7684\u811a\u672c\uff0c\u5982\u63d0\u53d6 Git diff\u3001\u5904\u7406\u8868\u683c\u3001\u8dd1\u89c4\u5219\u5f15\u64ce\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>references\/ \u4e0e assets\/\uff1a\n<ul>\n<li>\u53c2\u8003\u89c4\u8303\u6587\u6863\u3001\u6a21\u677f\u6587\u4ef6\u7b49\uff0c\u4e0d\u5fc5\u5168\u90e8\u52a0\u8f7d\u5230\u4e0a\u4e0b\u6587\uff0c\u9700\u8981\u65f6\u518d\u6309\u9700\u68c0\u7d22\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u79cd\u7ed3\u6784\u7684\u4f18\u52bf\u5728\u4e8e\uff1a\u7ecf\u9a8c\u4e0e\u6267\u884c\u903b\u8f91\u88ab\u201c\u7269\u5316\u201d\u4e3a\u4e00\u4e2a\u53ef\u7248\u672c\u5316\u3001\u53ef\u5ba1\u8ba1\u7684\u5b9e\u4f53\uff0c\u800c\u4e0d\u662f\u6563\u843d\u5728\u6bcf\u4e2a\u4eba\u7684\u8111\u5b50\u91cc\u6216\u8005\u89d2\u843d\u91cc\u7684 Prompt \u6587\u6863\u91cc\u3002<br>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd39\u6e10\u8fdb\u5f0f\u52a0\u8f7d\uff1a\u4e0d\u628a\u6a21\u578b\u201c\u5582\u6491\u201d<\/strong><\/p>\n\n\n\n<p>Skill \u5728\u8fd0\u884c\u65f6\u5e76\u4e0d\u4f1a\u4e00\u6b21\u6027\u628a\u6240\u6709\u5185\u5bb9\u585e\u7ed9\u6a21\u578b\uff0c\u800c\u662f\u91c7\u7528\u201c\u6e10\u8fdb\u5f0f\u52a0\u8f7d\u201d\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"570\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-33-1024x570.png\" alt=\"\" class=\"wp-image-20030\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-33-1024x570.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-33-300x167.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-33-768x428.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-33-830x462.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-33-230x128.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-33-350x195.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-33-480x267.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-33.png 1367w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul>\n<li>Level 1\uff1a\u5143\u6570\u636e\u5e38\u9a7b\n<ul>\n<li>Agent \u901a\u8fc7\u8fd9\u4e9b\u4fe1\u606f\u505a\u6280\u80fd\u9009\u62e9\u4e0e\u89e6\u53d1\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Level 2\uff1a\u6838\u5fc3\u6307\u4ee4\u6309\u9700\u52a0\u8f7d\n<ul>\n<li>\u5f53\u67d0\u4e2a Skill \u771f\u6b63\u88ab\u9009\u4e2d\u6267\u884c\u65f6\uff0c\u624d\u628a\u5176\u4e3b\u8981\u5de5\u4f5c\u6d41\u5185\u5bb9\u9001\u5165\u4e0a\u4e0b\u6587\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Level 3\uff1a\u8d44\u6e90\u5c42\u6309\u6b65\u9aa4\u62c9\u53d6\n<ul>\n<li>\u67d0\u4e00\u6b65\u9700\u8981\u5177\u4f53\u89c4\u8303\u6216\u811a\u672c\u65f6\uff0c\u518d\u57fa\u4e8e\u8def\u5f84\u6216 URI \u62c9\u53d6\u5bf9\u5e94\u6587\u6863\u6216\u8d44\u6e90\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u4ea7\u54c1\u542b\u4e49\u662f\uff1a\u4f60\u53ef\u4ee5\u8ba9\u4e00\u4e2a Agent \u638c\u63e1\u4e0a\u767e\u4e2a\u6280\u80fd\uff0c\u4f46\u5728\u67d0\u6b21\u5177\u4f53\u4efb\u52a1\u4e2d\uff0c\u53ea\u8ba9\u5b83\u201c\u4e13\u5fc3\u5904\u7406\u771f\u6b63\u76f8\u5173\u7684\u90a3\u51e0\u4e2a\u201d\uff0c\u4fdd\u8bc1\u8d28\u91cf\u4e0e\u6210\u672c\u7684\u5e73\u8861\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd39\u5b89\u5168\u4e0e\u8fb9\u754c\uff1aallowed-tools \u7684\u610f\u4e49<br><\/strong>\u5bf9\u4e8e\u4f01\u4e1a\u4e0e\u9ad8\u98ce\u9669\u573a\u666f\uff0c\u4e00\u4e2a\u91cd\u8981\u95ee\u9898\u662f\uff1a\u667a\u80fd\u4f53\u5230\u5e95\u80fd\u505a\u4ec0\u4e48\uff0c\u4e0d\u80fd\u505a\u4ec0\u4e48\uff1f<\/p>\n\n\n\n<p>Skills \u7684 allowed-tools \u6b63\u662f\u201c\u80fd\u529b\u8fb9\u754c\u201d\u7684\u58f0\u660e\uff0c\u4f8b\u5982\uff1a<\/p>\n\n\n\n<ul>\n<li>\u67d0\u4e2a\u5ba1\u8ba1 Skill\uff1a\n<ul>\n<li>allowed-tools: Read, Grep \u2192 \u53ea\u80fd\u8bfb\u6587\u4ef6\u4e0e\u68c0\u7d22\uff0c\u4e0d\u80fd\u5199\u6587\u4ef6\u3001\u66f4\u4e0d\u80fd\u8bbf\u95ee\u7f51\u7edc\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u67d0\u4e2a\u5206\u6790 Skill\uff1a\n<ul>\n<li>allowed-tools: Python, SQLite \u2192 \u53ef\u4ee5\u8dd1\u8ba1\u7b97\u4e0e\u67e5\u672c\u5730\u5e93\uff0c\u4f46\u4e0d\u80fd\u8c03\u7528\u4efb\u610f HTTP\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u7ed9\u4ea7\u54c1\u4e0e\u5b89\u5168\u56e2\u961f\u63d0\u4f9b\u4e86\u4e00\u4e2a\u201c\u53ef\u63a7\u65cb\u94ae\u201d\uff0c\u65e2\u80fd\u91ca\u653e\u667a\u80fd\u4f53\u80fd\u529b\uff0c\u53c8\u80fd\u9632\u6b62\u8d8a\u6743\u6267\u884c\u9ad8\u5371\u64cd\u4f5c\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u6280\u672f\u5b9e\u73b0\uff1a\u5982\u4f55\u521b\u5efa\u548c\u4f7f\u7528 Skills\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>\ud83d\udd391. SKILL.md \u89c4\u8303\u8be6\u89e3<\/strong><\/p>\n\n\n\n<p>\u8ba9\u6211\u4eec\u6df1\u5165\u4e86\u89e3<code>SKILL.md<\/code>\u6587\u4ef6\u7684\u6807\u51c6\u7ed3\u6784\uff1a<code><\/code><\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">---\n# === \u5fc5\u9700\u5b57\u6bb5 ===\nname: skill-name          # \u6280\u80fd\u7684\u552f\u4e00\u6807\u8bc6\u7b26\uff0c\u4f7f\u7528 kebab-case \u547d\u540d\ndescription: >\n  \u7b80\u6d01\u4f46\u7cbe\u786e\u7684\u63cf\u8ff0\uff0c\u8bf4\u660e\uff1a\n  1.\u8fd9\u4e2a\u6280\u80fd\u505a\u4ec0\u4e48\n  2.\u4ec0\u4e48\u65f6\u5019\u5e94\u8be5\u4f7f\u7528\u5b83\n  3.\u5b83\u7684\u6838\u5fc3\u4ef7\u503c\u662f\u4ec0\u4e48\n  # \u6ce8\u610f\uff1adescription \u662f\u667a\u80fd\u4f53\u9009\u62e9\u6280\u80fd\u7684\u552f\u4e00\u4f9d\u636e\uff0c\u5fc5\u987b\u5199\u6e05\u695a\uff01\n\n# === \u53ef\u9009\u5b57\u6bb5 ===\nversion: 1.0.0            # \u8bed\u4e49\u5316\u7248\u672c\u53f7\nallowed_tools: [tool1, tool2]  # \u6b64\u6280\u80fd\u53ef\u4ee5\u8c03\u7528\u7684\u5de5\u5177\u5217\u8868\uff08\u767d\u540d\u5355\uff09\nrequired_context: [context_item1]  # \u6b64\u6280\u80fd\u9700\u8981\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\nlicense: MIT              # \u8bb8\u53ef\u534f\u8bae\nauthor: Your Name&lt;email@example.com> # \u4f5c\u8005\u4fe1\u606f\ntags: [database, analysis, sql] # \u4fbf\u4e8e\u5206\u7c7b\u548c\u641c\u7d22\u7684\u6807\u7b7e\n---\n\n# \u6280\u80fd\u6807\u9898\n\n## \u6982\u8ff0\n\uff08\u5bf9\u6280\u80fd\u7684\u8be6\u7ec6\u4ecb\u7ecd\uff0c\u5305\u62ec\u4f7f\u7528\u573a\u666f\u3001\u6280\u672f\u80cc\u666f\u7b49\uff09\n\n## \u524d\u7f6e\u6761\u4ef6\n\uff08\u4f7f\u7528\u6b64\u6280\u80fd\u9700\u8981\u7684\u73af\u5883\u914d\u7f6e\u3001\u4f9d\u8d56\u9879\u7b49\uff09\n\n## \u5de5\u4f5c\u6d41\u7a0b\n\uff08\u8be6\u7ec6\u7684\u6b65\u9aa4\u8bf4\u660e\uff0c\u544a\u8bc9\u667a\u80fd\u4f53\u5982\u4f55\u6267\u884c\u4efb\u52a1\uff09\n\n## \u6700\u4f73\u5b9e\u8df5\n\uff08\u7ecf\u9a8c\u603b\u7ed3\u3001\u6ce8\u610f\u4e8b\u9879\u3001\u5e38\u89c1\u9677\u9631\u7b49\uff09\n\n## \u793a\u4f8b\n\uff08\u5177\u4f53\u7684\u4f7f\u7528\u6848\u4f8b\uff0c\u5e2e\u52a9\u667a\u80fd\u4f53\u7406\u89e3\uff09\n\n## \u6545\u969c\u6392\u67e5\n\uff08\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6848\uff09<\/pre>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd392. \u7f16\u5199\u9ad8\u8d28\u91cf Skills \u7684\u539f\u5219<\/strong><\/p>\n\n\n\n<p>\u6839\u636e Anthropic \u5b98\u65b9\u6587\u6863\u548c\u793e\u533a\u6700\u4f73\u5b9e\u8df5\uff0c\u7f16\u5199\u6709\u6548\u7684 Skills \u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u539f\u5219\uff1a<\/p>\n\n\n\n<p>2.1 \u7cbe\u51c6\u7684 Description<\/p>\n\n\n\n<p><code>description<\/code>\u662f\u667a\u80fd\u4f53\u51b3\u7b56\u7684\u5173\u952e\u3002\u5b83\u5e94\u8be5\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>\u7cbe\u786e\u5b9a\u4e49\u9002\u7528\u8303\u56f4<\/strong>\uff1a\u907f\u514d\u6a21\u7cca\u7684\u63cf\u8ff0\u5982&#8221;\u5e2e\u52a9\u5904\u7406\u6570\u636e&#8221;<\/li>\n\n\n\n<li><strong>\u5305\u542b\u89e6\u53d1\u5173\u952e\u8bcd<\/strong>\uff1a\u8ba9\u667a\u80fd\u4f53\u80fd\u591f\u5339\u914d\u7528\u6237\u610f\u56fe<\/li>\n\n\n\n<li><strong>\u8bf4\u660e\u72ec\u7279\u4ef7\u503c<\/strong>\uff1a\u4e0e\u5176\u4ed6\u6280\u80fd\u533a\u5206\u5f00\u6765<\/li>\n<\/ul>\n\n\n\n<p>\u274c\u4e0d\u597d\u7684 description\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>description:\u5904\u7406\u6570\u636e\u5e93\u67e5\u8be2<\/code><\/pre>\n\n\n\n<p><strong>\u2705\u597d\u7684 description\uff1a<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">description:> \u5c06\u4e2d\u6587\u4e1a\u52a1\u95ee\u9898\u8f6c\u6362\u4e3a SQL \u67e5\u8be2\u5e76\u5206\u6790 MySQL employees \u793a\u4f8b\u6570\u636e\u5e93\u3002 \u9002\u7528\u4e8e\u5458\u5de5\u4fe1\u606f\u67e5\u8be2\u3001\u85aa\u8d44\u7edf\u8ba1\u3001\u90e8\u95e8\u5206\u6790\u3001\u804c\u4f4d\u53d8\u52a8\u5386\u53f2\u7b49\u573a\u666f\u3002 \u5f53\u7528\u6237\u8be2\u95ee\u5173\u4e8e\u5458\u5de5\u3001\u85aa\u8d44\u3001\u90e8\u95e8\u7684\u6570\u636e\u65f6\u4f7f\u7528\u6b64\u6280\u80fd\u3002<\/pre>\n\n\n\n<p>2. 2 \u6a21\u5757\u5316\u4e0e\u5355\u4e00\u804c\u8d23<\/p>\n\n\n\n<p>\u4e00\u4e2a Skill \u5e94\u8be5\u4e13\u6ce8\u4e8e\u4e00\u4e2a\u660e\u786e\u7684\u9886\u57df\u6216\u4efb\u52a1\u7c7b\u578b\u3002\u5982\u679c\u4e00\u4e2a Skill \u8bd5\u56fe\u505a\u592a\u591a\u4e8b\u60c5\uff0c\u4f1a\u5bfc\u81f4\uff1a<\/p>\n\n\n\n<ul>\n<li>Description \u8fc7\u4e8e\u5bbd\u6cdb\uff0c\u5339\u914d\u7cbe\u5ea6\u4e0b\u964d<\/li>\n\n\n\n<li>\u6307\u4ee4\u5185\u5bb9\u8fc7\u957f\uff0c\u6d6a\u8d39\u4e0a\u4e0b\u6587<\/li>\n\n\n\n<li>\u96be\u4ee5\u7ef4\u62a4\u548c\u66f4\u65b0<\/li>\n<\/ul>\n\n\n\n<p><strong>\u5efa\u8bae<\/strong>\uff1a\u4e0e\u5176\u521b\u5efa\u4e00\u4e2a&#8221;\u901a\u7528\u6570\u636e\u5206\u6790&#8221;\u6280\u80fd\uff0c\u4e0d\u5982\u521b\u5efa\u591a\u4e2a\u4e13\u95e8\u7684\u6280\u80fd\uff1a<\/p>\n\n\n\n<ul>\n<li><code>mysql-employees-analysis<\/code>\uff1a\u4e13\u95e8\u5206\u6790 employees \u6570\u636e\u5e93<\/li>\n\n\n\n<li><code>sales-data-analysis<\/code>\uff1a\u4e13\u95e8\u5206\u6790\u9500\u552e\u6570\u636e<\/li>\n\n\n\n<li><code>user-behavior-analysis<\/code>\uff1a\u4e13\u95e8\u5206\u6790\u7528\u6237\u884c\u4e3a\u6570\u636e<\/li>\n<\/ul>\n\n\n\n<p>2.3. \u786e\u5b9a\u6027\u4f18\u5148\u539f\u5219<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u590d\u6742\u7684\u3001\u9700\u8981\u7cbe\u786e\u6267\u884c\u7684\u4efb\u52a1\uff0c\u4f18\u5148\u4f7f\u7528\u811a\u672c\u800c\u4e0d\u662f\u4f9d\u8d56 LLM \u751f\u6210\u3002\u4f8b\u5982\uff0c\u5728\u6570\u636e\u5bfc\u51fa\u573a\u666f\u4e2d\uff0c\u4e0e\u5176\u8ba9 LLM \u751f\u6210 Excel \u4e8c\u8fdb\u5236\u5185\u5bb9\uff08\u5bb9\u6613\u51fa\u9519\uff09\uff0c\u4e0d\u5982\u7f16\u5199\u4e00\u4e2a\u4e13\u95e8\u7684\u811a\u672c\u6765\u5904\u7406\u8fd9\u4e2a\u4efb\u52a1\uff0cSKILL.md \u4e2d\u53ea\u9700\u8981\u6307\u5bfc\u667a\u80fd\u4f53\u4f55\u65f6\u8c03\u7528\u8fd9\u4e2a\u811a\u672c\u5373\u53ef\u3002<\/p>\n\n\n\n<p>2.4. \u6e10\u8fdb\u5f0f\u62ab\u9732\u7b56\u7565<\/p>\n\n\n\n<p>\u5408\u7406\u5229\u7528\u4e09\u5c42\u7ed3\u6784\uff0c\u5c06\u4fe1\u606f\u6309\u91cd\u8981\u6027\u548c\u4f7f\u7528\u9891\u7387\u5206\u5c42\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>SKILL.md \u4e3b\u4f53<\/strong>\uff1a\u653e\u7f6e\u6838\u5fc3\u5de5\u4f5c\u6d41\u3001\u5e38\u7528\u6a21\u5f0f<\/li>\n\n\n\n<li><strong>\u9644\u52a0\u6587\u6863<\/strong>\uff08\u5982<code>advanced.md<\/code>\uff09\uff1a\u653e\u7f6e\u9ad8\u7ea7\u7528\u6cd5\u3001\u8fb9\u7f18\u60c5\u51b5<\/li>\n\n\n\n<li><strong>\u6570\u636e\u6587\u4ef6<\/strong>\uff1a\u653e\u7f6e\u5927\u578b\u53c2\u8003\u6570\u636e\uff0c\u901a\u8fc7\u811a\u672c\u6309\u9700\u67e5\u8be2<\/li>\n<\/ul>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u884c\u4e1a\u52a8\u6001\u4e0e\u751f\u6001\u6f14\u8fdb\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong><strong>\ud83d\udd39<\/strong> \u6807\u51c6\u5316\u8fdb\u7a0b\u4e0e\u5382\u5546\u652f\u6301<\/strong><\/p>\n\n\n\n<p>Agent Skills \u867d\u7136\u7531 Anthropic \u63d0\u51fa\uff0c\u4f46\u5176\u8bbe\u8ba1\u7406\u5ff5\u6b63\u5728\u5f71\u54cd\u6574\u4e2a\u884c\u4e1a\u3002<\/p>\n\n\n\n<p><strong>Anthropic Claude<\/strong>\uff1a<\/p>\n\n\n\n<ul>\n<li>Claude Desktop\u00a0\u548c\u00a0Claude Code\u00a0\u539f\u751f\u652f\u6301 Skills<\/li>\n\n\n\n<li>\u63d0\u4f9b\u5b98\u65b9 SDK \u548c\u5f00\u53d1\u5de5\u5177<\/li>\n\n\n\n<li>\u7ef4\u62a4\u5b98\u65b9\u6280\u80fd\u5e93<\/li>\n<\/ul>\n\n\n\n<p><strong>OpenAI \u7684\u54cd\u5e94<\/strong>\uff1a\u867d\u7136 OpenAI \u5c1a\u672a\u5b98\u65b9\u91c7\u7528 &#8220;Skills&#8221; \u8fd9\u4e2a\u672f\u8bed\uff0c\u4f46\u5728 2025 \u5e74 3 \u6708\u7684\u66f4\u65b0\u4e2d\uff0cChatGPT\u00a0\u5f15\u5165\u4e86\u7c7b\u4f3c\u7684\u6982\u5ff5\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>Custom Instructions \u589e\u5f3a<\/strong>\uff1a\u652f\u6301\u66f4\u590d\u6742\u7684\u591a\u6b65\u9aa4\u6307\u4ee4<\/li>\n\n\n\n<li><strong>Memory \u4e0e Context Profiles<\/strong>\uff1a\u5141\u8bb8\u7528\u6237\u4fdd\u5b58\u548c\u590d\u7528\u7279\u5b9a\u9886\u57df\u7684\u77e5\u8bc6<\/li>\n\n\n\n<li><strong>GPTs \u7684&#8221;\u77e5\u8bc6\u5e93&#8221;\u529f\u80fd<\/strong>\uff1a\u53ef\u4ee5\u9644\u52a0\u6587\u6863\u548c\u811a\u672c\uff0c\u6309\u9700\u52a0\u8f7d<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e9b\u529f\u80fd\u672c\u8d28\u4e0a\u662f Skills \u7406\u5ff5\u7684\u4e0d\u540c\u5b9e\u73b0\u5f62\u5f0f\u3002<\/p>\n\n\n\n<p><strong>Google Vertex AI<\/strong>\uff1a Google \u5728 Gemini \u6a21\u578b\u4e2d\u5f15\u5165\u4e86&#8221;Grounding with Functions&#8221;\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u5b9a\u4e49&#8221;\u51fd\u6570\u5305&#8221;\uff08Function Packages\uff09\uff0c\u6bcf\u4e2a\u5305\u5305\u542b\uff1a<\/p>\n\n\n\n<ul>\n<li>\u51fd\u6570\u5b9a\u4e49\uff08\u7c7b\u4f3c MCP \u7684 tools\uff09<\/li>\n\n\n\n<li>\u4f7f\u7528\u6307\u5357\uff08\u7c7b\u4f3c Skills \u7684 instructions\uff09<\/li>\n\n\n\n<li>\u793a\u4f8b\uff08examples\uff09<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u79cd\u8bbe\u8ba1\u4e0e Skills + MCP \u7684\u6df7\u5408\u67b6\u6784\u9ad8\u5ea6\u76f8\u4f3c\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd39 \u5206\u5c42\u67b6\u6784\u7684\u5fc5\u7136\u6027<\/strong><\/p>\n\n\n\n<p>\u7efc\u5408\u5404\u65b9\u89c2\u70b9\uff0c\u6211\u4eec\u8ba4\u4e3a\uff1a<strong>Skills \u548c MCP \u4ee3\u8868\u4e86\u667a\u80fd\u4f53\u67b6\u6784\u4e2d\u4e24\u4e2a\u5fc5\u7136\u5206\u79bb\u7684\u5c42\u7ea7<\/strong>\u3002\u968f\u7740\u667a\u80fd\u4f53\u7cfb\u7edf\u7684\u590d\u6742\u5ea6\u589e\u52a0\uff0c\u8fd9\u79cd\u5206\u5c42\u662f\u4e0d\u53ef\u907f\u514d\u7684\uff1a<code><\/code><\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u5e94\u7528\u5c42\uff08Application Layer\uff09\n\u2193\n\u25b8 Agent Skills\n  \u2514\u2500 \u9886\u57df\u77e5\u8bc6\u3001\u5de5\u4f5c\u6d41\u3001\u6700\u4f73\u5b9e\u8df5\n\n\u4f20\u8f93\u5c42\uff08Transport Layer\uff09\n\u2193\n\u25b8 MCP\n  \u2514\u2500 \u6807\u51c6\u5316\u63a5\u53e3\u3001\u5de5\u5177\u8c03\u7528\u3001\u8d44\u6e90\u8bbf\u95ee\n\n\u57fa\u7840\u8bbe\u65bd\u5c42\uff08Infrastructure Layer\uff09\n\u2193\n\u25b8 \u6570\u636e\u5e93\u3001API\u3001\u6587\u4ef6\u7cfb\u7edf\u3001\u5916\u90e8\u670d\u52a1<\/pre>\n\n\n\n<p>\u8fd9\u4e0e\u4f20\u7edf\u8f6f\u4ef6\u67b6\u6784\u7684\u6f14\u8fdb\u8def\u5f84\u5b8c\u5168\u4e00\u81f4\uff08\u4ece\u5355\u4f53\u5230\u5206\u5c42\u5230\u5fae\u670d\u52a1\uff09\uff0c\u53ea\u662f\u5728 AI \u9886\u57df\u91cd\u65b0\u6f14\u7ece\u4e86\u4e00\u904d\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd39 \u6807\u51c6\u5316\u7684\u8d8b\u52bf<\/strong><\/p>\n\n\n\n<p>\u968f\u7740\u884c\u4e1a\u5bf9\u667a\u80fd\u4f53\u6280\u672f\u7684\u91cd\u89c6\uff0c\u6211\u4eec\u9884\u89c1\u4ee5\u4e0b\u8d8b\u52bf\uff1a<\/p>\n\n\n\n<p>1. \u534f\u8bae\u878d\u5408<\/p>\n\n\n\n<p>\u672a\u6765\u53ef\u80fd\u51fa\u73b0\u7edf\u4e00\u7684\u667a\u80fd\u4f53\u80fd\u529b\u63cf\u8ff0\u534f\u8bae\uff0c\u878d\u5408 MCP \u7684\u8fde\u63a5\u6027\u548c Skills \u7684\u77e5\u8bc6\u8868\u8fbe\uff1a<code><\/code><\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u672a\u6765\u7684\u7edf\u4e00\u534f\u8bae\u793a\u4f8b\uff08\u5047\u60f3\uff09\napiVersion: agent.io\/v1\nkind: Capability\nmetadata:\n  name: enterprise-data-analysis\nspec:\n  transport:\n    protocol: mcp\n    server: database-mcp-server\n  tools: [query, schema]\n  knowledge:\n    type: skill\n  workflow: data-analysis-workflow.md\n  examples: examples\/<\/pre>\n\n\n\n<p>2. \u5e02\u573a\u5316\u4e0e\u751f\u6001\u7cfb\u7edf<\/p>\n\n\n\n<p>\u7c7b\u4f3c\u4e8e NPM\u3001PyPI\uff0c\u672a\u6765\u53ef\u80fd\u51fa\u73b0\u667a\u80fd\u4f53\u80fd\u529b\u7684\u5305\u7ba1\u7406\u7cfb\u7edf\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u5047\u60f3\u7684\u672a\u6765\u547d\u4ee4\nagent-cli install @anthropic\/frontend-design-skill\nagent-cli install @google\/data-analysis-suite\nagent-cli install @openai\/code-review-assistant<\/pre>\n\n\n\n<p>\u5f00\u53d1\u8005\u53ef\u4ee5\u53d1\u5e03\u3001\u5206\u4eab\u3001\u552e\u5356\u81ea\u5df1\u7684 Skills \u548c MCP \u670d\u52a1\u5668\uff0c\u5f62\u6210\u7e41\u8363\u7684\u751f\u6001\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p>3. \u81ea\u52a8\u5316\u80fd\u529b\u53d1\u73b0<\/p>\n\n\n\n<p>\u667a\u80fd\u4f53\u53ef\u80fd\u53d1\u5c55\u51fa\u81ea\u52a8\u53d1\u73b0\u548c\u5b66\u4e60\u65b0\u80fd\u529b\u7684\u673a\u5236\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u672a\u6765\u7684\u667a\u80fd\u4f53\u53ef\u80fd\u5177\u5907\u81ea\u4e3b\u5b66\u4e60\u80fd\u529b\nagent = SelfEvolvingAgent()\n\n# \u667a\u80fd\u4f53\u5728\u6267\u884c\u4efb\u52a1\u65f6\u53d1\u73b0\u7f3a\u5c11\u67d0\u79cd\u80fd\u529b\nresponse = agent.run(\"\u751f\u6210 3D \u5efa\u6a21\u6587\u4ef6\")\n\n# [\u5185\u90e8\u65e5\u5fd7] \u68c0\u6d4b\u5230\u672a\u77e5\u4efb\u52a1\u7c7b\u578b\uff1a3D\u5efa\u6a21\n# [\u5185\u90e8\u65e5\u5fd7] \u641c\u7d22\u6280\u80fd\u5e93...\u53d1\u73b0 \"blender-3d-modeling\" skill\n# [\u5185\u90e8\u65e5\u5fd7] \u8bf7\u6c42\u7528\u6237\u6388\u6743\u5b89\u88c5...\u5df2\u6388\u6743\n# [\u5185\u90e8\u65e5\u5fd7] \u6280\u80fd\u5b89\u88c5\u5b8c\u6210\uff0c\u91cd\u65b0\u6267\u884c\u4efb\u52a1<\/pre>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd39 \u6311\u6218\u4e0e\u98ce\u9669<\/strong><\/p>\n\n\n\n<p>\u6b64\u540c\u65f6\uff0c\u6211\u4eec\u4e5f\u9700\u8981\u8b66\u60d5\u6f5c\u5728\u7684\u98ce\u9669\uff1a<\/p>\n\n\n\n<p>\u5b89\u5168\u6027\u6311\u6218\uff1a<\/p>\n\n\n\n<ul>\n<li>Skills \u5305\u542b\u53ef\u6267\u884c\u811a\u672c\uff0c\u5b58\u5728\u4ee3\u7801\u6ce8\u5165\u98ce\u9669<\/li>\n\n\n\n<li>MCP \u670d\u52a1\u5668\u53ef\u80fd\u66b4\u9732\u654f\u611f\u6570\u636e\u63a5\u53e3<\/li>\n\n\n\n<li>\u7b2c\u4e09\u65b9\u6280\u80fd\u7684\u53ef\u4fe1\u5ea6\u96be\u4ee5\u9a8c\u8bc1<\/li>\n<\/ul>\n\n\n\n<p>\u4e0a\u4e0b\u6587\u6c61\u67d3\uff1a<\/p>\n\n\n\n<ul>\n<li>\u968f\u7740 Skills \u6570\u91cf\u589e\u52a0\uff0c\u5373\u4f7f\u662f\u5143\u6570\u636e\u4e5f\u53ef\u80fd\u5360\u7528\u5927\u91cf\u4e0a\u4e0b\u6587<\/li>\n\n\n\n<li>\u9700\u8981\u66f4\u667a\u80fd\u7684\u6280\u80fd\u7d22\u5f15\u548c\u68c0\u7d22\u673a\u5236<\/li>\n<\/ul>\n\n\n\n<p>\u788e\u7247\u5316\u98ce\u9669\uff1a<\/p>\n\n\n\n<ul>\n<li>\u867d\u7136 MCP \u6b63\u5728\u6807\u51c6\u5316\uff0c\u4f46 Skills \u683c\u5f0f\u5c1a\u672a\u7edf\u4e00<\/li>\n\n\n\n<li>\u4e0d\u540c\u5382\u5546\u53ef\u80fd\u63a8\u51fa\u4e0d\u517c\u5bb9\u7684 Skills \u89c4\u8303<\/li>\n<\/ul>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>Agent Skills \u548c MCP \u603b\u7ed3\u4e0e\u9009\u578b\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>Agent Skills \u548c MCP \u4ee3\u8868\u4e86\u667a\u80fd\u4f53\u6280\u672f\u6808\u4e2d\u4e24\u4e2a\u5173\u952e\u7684\u62bd\u8c61\u5c42\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>MCP\uff08Model Context Protocol\uff09<\/strong>\uff1a\u89e3\u51b3&#8221;\u8fde\u63a5\u6027&#8221;\u95ee\u9898\uff0c\u662f\u667a\u80fd\u4f53\u4e0e\u5916\u90e8\u4e16\u754c\u4ea4\u4e92\u7684\u6807\u51c6\u5316\u63a5\u53e3\uff0c\u76f8\u5f53\u4e8e&#8221;\u795e\u7ecf\u7cfb\u7edf&#8221;\u6216&#8221;\u53cc\u624b&#8221;<\/li>\n\n\n\n<li><strong>Agent Skills<\/strong>\uff1a\u89e3\u51b3&#8221;\u80fd\u529b&#8221;\u95ee\u9898\uff0c\u662f\u9886\u57df\u77e5\u8bc6\u548c\u5de5\u4f5c\u6d41\u7684\u5c01\u88c5\uff0c\u76f8\u5f53\u4e8e&#8221;\u5927\u8111\u76ae\u5c42&#8221;\u6216&#8221;\u64cd\u4f5c\u624b\u518c&#8221;<\/li>\n<\/ul>\n\n\n\n<p>\u4e24\u8005\u4e0d\u662f\u7ade\u4e89\u5173\u7cfb\uff0c\u800c\u662f\u4e92\u8865\u5173\u7cfb\uff1a<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-30-1024x575.png\" alt=\"\" class=\"wp-image-20026\" style=\"width:534px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-30-1024x575.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-30-300x168.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-30-768x431.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-30-1536x862.png 1536w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-30-830x466.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-30-230x129.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-30-350x197.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-30-480x269.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/01\/image-30.png 1660w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p><strong>\u5173\u952e\u6d1e\u5bdf\uff1a<\/strong><\/p>\n\n\n\n<ol>\n<li><strong>\u5206\u5c42\u67b6\u6784\u662f\u5fc5\u7136\u8d8b\u52bf<\/strong>\uff1a\u968f\u7740\u667a\u80fd\u4f53\u7cfb\u7edf\u590d\u6742\u5ea6\u589e\u52a0\uff0c&#8221;\u8fde\u63a5\u5c42&#8221;\u548c&#8221;\u77e5\u8bc6\u5c42&#8221;\u7684\u5206\u79bb\u662f\u4e0d\u53ef\u907f\u514d\u7684<\/li>\n\n\n\n<li><strong>\u4e0a\u4e0b\u6587\u6548\u7387\u662f\u6838\u5fc3\u77db\u76fe<\/strong>\uff1aSkills \u7684\u6e10\u8fdb\u5f0f\u62ab\u9732\u673a\u5236\u5c06 token \u6d88\u8017\u964d\u4f4e 90% \u4ee5\u4e0a\uff0c\u8fd9\u662f\u5176\u6700\u5927\u7684\u6280\u672f\u4f18\u52bf<\/li>\n\n\n\n<li><strong>\u9886\u57df\u77e5\u8bc6\u7684\u6c11\u4e3b\u5316<\/strong>\uff1aSkills \u8ba9\u975e\u5f00\u53d1\u8005\u4e5f\u80fd\u8d21\u732e\u667a\u80fd\u4f53\u80fd\u529b\uff0c\u8fd9\u5c06\u6781\u5927\u62d3\u5c55 AI \u5e94\u7528\u7684\u8fb9\u754c<\/li>\n\n\n\n<li><strong>\u6df7\u5408\u67b6\u6784\u662f\u6700\u4f73\u5b9e\u8df5<\/strong>\uff1a\u5728\u4f01\u4e1a\u7ea7\u5e94\u7528\u4e2d\uff0cMCP \u63d0\u4f9b\u57fa\u7840\u8bbe\u65bd\u8fde\u63a5\uff0cSkills \u63d0\u4f9b\u4e1a\u52a1\u903b\u8f91\uff0c\u4e24\u8005\u7ed3\u5408\u624d\u80fd\u6784\u5efa\u9ad8\u6548\u3001\u53ef\u7ef4\u62a4\u7684\u667a\u80fd\u4f53\u7cfb\u7edf<\/li>\n<\/ol>\n\n\n\n<p><strong>\u5b9e\u8df5\u5efa\u8bae\uff1a<\/strong><\/p>\n\n\n\n<ul>\n<li>\u5bf9\u4e8e<strong>\u5916\u90e8\u670d\u52a1\u8fde\u63a5<\/strong>\uff08\u6570\u636e\u5e93\u3001API\u3001\u4e91\u670d\u52a1\uff09\uff0c\u4f18\u5148\u4f7f\u7528 MCP<\/li>\n\n\n\n<li>\u5bf9\u4e8e<strong>\u590d\u6742\u5de5\u4f5c\u6d41<\/strong>\uff08\u591a\u6b65\u9aa4\u4efb\u52a1\u3001\u9886\u57df\u4e13\u4e1a\u77e5\u8bc6\uff09\uff0c\u4f18\u5148\u4f7f\u7528 Skills<\/li>\n\n\n\n<li>\u5728<strong>\u4e0a\u4e0b\u6587\u53d7\u9650<\/strong>\u7684\u573a\u666f\uff08\u957f\u5bf9\u8bdd\u3001\u5927\u91cf\u5de5\u5177\uff09\uff0c\u4f7f\u7528 Skills \u8fdb\u884c\u6e10\u8fdb\u5f0f\u7ba1\u7406<\/li>\n\n\n\n<li>\u6784\u5efa<strong>\u4f01\u4e1a\u7ea7\u667a\u80fd\u4f53<\/strong>\u65f6\uff0c\u91c7\u7528 MCP + Skills \u7684\u5206\u5c42\u67b6\u6784<\/li>\n<\/ul>\n\n\n\n<p>\u667a\u80fd\u4f53\u6280\u672f\u4ecd\u5728\u5feb\u901f\u6f14\u8fdb\u4e2d\u3002MCP \u5df2\u6210\u4e3a\u8fde\u63a5\u5c42\u7684\u4e8b\u5b9e\u6807\u51c6\uff0cSkills \u7684\u7406\u5ff5\u4e5f\u5728\u5f71\u54cd\u6574\u4e2a\u884c\u4e1a\u3002\u638c\u63e1\u8fd9\u4e24\u79cd\u6280\u672f\uff0c\u5c06\u5e2e\u52a9\u4f60\u5728 AI \u6d6a\u6f6e\u4e2d\u6784\u5efa\u66f4\u5f3a\u5927\u3001\u66f4\u5b9e\u7528\u7684\u667a\u80fd\u4f53\u5e94\u7528\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8f6c\u8f7d\uff1ahttps:\/\/artisan.blog.csdn.net\/article\/details\/156735 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[48],"tags":[],"_links":{"self":[{"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts\/20003"}],"collection":[{"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=20003"}],"version-history":[{"count":7,"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts\/20003\/revisions"}],"predecessor-version":[{"id":20031,"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts\/20003\/revisions\/20031"}],"wp:attachment":[{"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=20003"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=20003"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=20003"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}