{"id":824,"date":"2026-01-26T22:47:16","date_gmt":"2026-01-26T14:47:16","guid":{"rendered":"https:\/\/www.ixriver.com\/?p=824"},"modified":"2026-01-26T22:47:16","modified_gmt":"2026-01-26T14:47:16","slug":"ai-%e5%9f%ba%e7%a1%80","status":"publish","type":"post","link":"https:\/\/p.ixriver.com\/?p=824","title":{"rendered":"AI \u57fa\u7840"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_65 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" 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title=\"\u4e3a\u4ec0\u4e48\u5bf9\u7f16\u7801\u5f88\u91cd\u8981\">\u4e3a\u4ec0\u4e48\u5bf9\u7f16\u7801\u5f88\u91cd\u8981<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E5%B7%A5%E5%85%B7%E5%AE%9A%E4%B9%89\" title=\"\u5de5\u5177\u5b9a\u4e49\">\u5de5\u5177\u5b9a\u4e49<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E5%B7%A5%E5%85%B7%E6%88%90%E6%9C%AC\" title=\"\u5de5\u5177\u6210\u672c\">\u5de5\u5177\u6210\u672c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/p.ixriver.com\/?p=824\/#MCP%EF%BC%88Model_Context_Protocol%EF%BC%89\" title=\"MCP\uff08Model Context Protocol\uff09\">MCP\uff08Model Context Protocol\uff09<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E4%BB%A3%E7%90%86%EF%BC%88Agent%EF%BC%89\" title=\"\u4ee3\u7406\uff08Agent\uff09\">\u4ee3\u7406\uff08Agent\uff09<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E5%B7%A5%E4%BD%9C%E5%8E%9F%E7%90%86-2\" title=\"\u5de5\u4f5c\u539f\u7406\">\u5de5\u4f5c\u539f\u7406<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E9%80%82%E5%90%88%E5%A7%94%E6%89%98%E7%BB%99%E4%BB%A3%E7%90%86%E7%9A%84%E4%BB%BB%E5%8A%A1\" title=\"\u9002\u5408\u59d4\u6258\u7ed9\u4ee3\u7406\u7684\u4efb\u52a1\">\u9002\u5408\u59d4\u6258\u7ed9\u4ee3\u7406\u7684\u4efb\u52a1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E4%BB%A3%E7%90%86%E7%9A%84%E5%B1%80%E9%99%90%E6%80%A7\" title=\"\u4ee3\u7406\u7684\u5c40\u9650\u6027\">\u4ee3\u7406\u7684\u5c40\u9650\u6027<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E5%A6%82%E4%BD%95%E9%AB%98%E6%95%88%E4%BD%BF%E7%94%A8%E4%BB%A3%E7%90%86\" title=\"\u5982\u4f55\u9ad8\u6548\u4f7f\u7528\u4ee3\u7406\">\u5982\u4f55\u9ad8\u6548\u4f7f\u7528\u4ee3\u7406<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/p.ixriver.com\/?p=824\/#Agent_Skills%EF%BC%88%E4%BB%A3%E7%90%86%E6%8A%80%E8%83%BD%EF%BC%89\" title=\"Agent Skills\uff08\u4ee3\u7406\u6280\u80fd\uff09\">Agent Skills\uff08\u4ee3\u7406\u6280\u80fd\uff09<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E4%BB%80%E4%B9%88%E6%98%AF_Agent_Skills\" title=\"\u4ec0\u4e48\u662f Agent 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href=\"https:\/\/p.ixriver.com\/?p=824\/#%E4%BB%80%E4%B9%88%E6%98%AF_Subagents\" title=\"\u4ec0\u4e48\u662f Subagents\">\u4ec0\u4e48\u662f Subagents<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E6%BF%80%E6%B4%BB%E6%96%B9%E5%BC%8F\" title=\"\u6fc0\u6d3b\u65b9\u5f0f\">\u6fc0\u6d3b\u65b9\u5f0f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E4%BD%BF%E7%94%A8%E5%9C%BA%E6%99%AF\" title=\"\u4f7f\u7528\u573a\u666f\">\u4f7f\u7528\u573a\u666f<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E5%AE%9E%E8%B7%B5%E5%BA%94%E7%94%A8\" title=\"\u5b9e\u8df5\u5e94\u7528\">\u5b9e\u8df5\u5e94\u7528<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E6%B6%88%E6%81%AF%E7%B1%BB%E5%9E%8B\" title=\"\u6d88\u606f\u7c7b\u578b\">\u6d88\u606f\u7c7b\u578b<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E7%A4%BA%E4%BE%8B%E5%9C%BA%E6%99%AF\" title=\"\u793a\u4f8b\u573a\u666f\">\u793a\u4f8b\u573a\u666f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/p.ixriver.com\/?p=824\/#Prompt_%E7%BC%96%E5%86%99%E5%8E%9F%E5%88%99\" title=\"Prompt \u7f16\u5199\u539f\u5219\">Prompt \u7f16\u5199\u539f\u5219<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E5%8E%9F%E5%88%99%E4%B8%80%EF%BC%9A%E7%BC%96%E5%86%99%E6%B8%85%E6%99%B0%E3%80%81%E5%85%B7%E4%BD%93%E7%9A%84%E6%8C%87%E4%BB%A4\" title=\"\u539f\u5219\u4e00\uff1a\u7f16\u5199\u6e05\u6670\u3001\u5177\u4f53\u7684\u6307\u4ee4\">\u539f\u5219\u4e00\uff1a\u7f16\u5199\u6e05\u6670\u3001\u5177\u4f53\u7684\u6307\u4ee4<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/p.ixriver.com\/?p=824\/#1_%E4%BD%BF%E7%94%A8%E5%88%86%E9%9A%94%E7%AC%A6%E5%8C%BA%E5%88%86%E6%8C%87%E4%BB%A4%E5%92%8C%E4%B8%8A%E4%B8%8B%E6%96%87\" title=\"1. \u4f7f\u7528\u5206\u9694\u7b26\u533a\u5206\u6307\u4ee4\u548c\u4e0a\u4e0b\u6587\">1. \u4f7f\u7528\u5206\u9694\u7b26\u533a\u5206\u6307\u4ee4\u548c\u4e0a\u4e0b\u6587<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-45\" href=\"https:\/\/p.ixriver.com\/?p=824\/#2_%E6%8F%90%E4%BE%9B%E5%B0%91%E9%87%8F%E7%A4%BA%E4%BE%8B%EF%BC%8C%E6%98%8E%E7%A1%AE%E8%BE%93%E5%87%BA%E6%A0%BC%E5%BC%8F\" title=\"2. \u63d0\u4f9b\u5c11\u91cf\u793a\u4f8b\uff0c\u660e\u786e\u8f93\u51fa\u683c\u5f0f\">2. \u63d0\u4f9b\u5c11\u91cf\u793a\u4f8b\uff0c\u660e\u786e\u8f93\u51fa\u683c\u5f0f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E5%8E%9F%E5%88%99%E4%BA%8C%EF%BC%9A%E7%BB%99%E6%A8%A1%E5%9E%8B%E6%97%B6%E9%97%B4%E5%8E%BB%E6%80%9D%E8%80%83\" title=\"\u539f\u5219\u4e8c\uff1a\u7ed9\u6a21\u578b\u65f6\u95f4\u53bb\u601d\u8003\">\u539f\u5219\u4e8c\uff1a\u7ed9\u6a21\u578b\u65f6\u95f4\u53bb\u601d\u8003<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E6%8B%86%E8%A7%A3%E4%BB%BB%E5%8A%A1%E6%AD%A5%E9%AA%A4%EF%BC%8C%E5%BC%95%E5%AF%BC%E6%A8%A1%E5%9E%8B%E6%80%9D%E8%80%83\" title=\"\u62c6\u89e3\u4efb\u52a1\u6b65\u9aa4\uff0c\u5f15\u5bfc\u6a21\u578b\u601d\u8003\">\u62c6\u89e3\u4efb\u52a1\u6b65\u9aa4\uff0c\u5f15\u5bfc\u6a21\u578b\u601d\u8003<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/p.ixriver.com\/?p=824\/#%E7%9B%B8%E5%85%B3%E8%B5%84%E6%BA%90\" title=\"\u76f8\u5173\u8d44\u6e90\">\u76f8\u5173\u8d44\u6e90<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1><span class=\"ez-toc-section\" id=\"AI_%E5%9F%BA%E7%A1%80\"><\/span>AI \u57fa\u7840<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<h2><span class=\"ez-toc-section\" id=\"%E7%9B%AE%E5%BD%95\"><\/span>\u76ee\u5f55<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"#ai-\u57fa\u7840\">AI \u57fa\u7840<\/a><\/li>\n<li><a href=\"#\u76ee\u5f55\">\u76ee\u5f55<\/a><\/li>\n<li><a href=\"#\u4eba\u5de5\u667a\u80fd\u7684\u6982\u5ff5\">\u4eba\u5de5\u667a\u80fd\u7684\u6982\u5ff5<\/a><\/li>\n<li><a href=\"#ai-\u6a21\u578b\u5de5\u4f5c\u539f\u7406\">AI \u6a21\u578b\u5de5\u4f5c\u539f\u7406<\/a>\n<ul>\n<li><a href=\"#\u786e\u5b9a\u6027-vs-\u6982\u7387\u6027\">\u786e\u5b9a\u6027 vs \u6982\u7387\u6027<\/a><\/li>\n<li><a href=\"#\u6a21\u578b\u5c40\u9650\u6027\">\u6a21\u578b\u5c40\u9650\u6027<\/a><\/li>\n<li><a href=\"#\u4e3a\u4ec0\u4e48\u6a21\u578b\u4f1a\u4ea7\u751f\u5e7b\u89c9\">\u4e3a\u4ec0\u4e48\u6a21\u578b\u4f1a\u4ea7\u751f\u5e7b\u89c9\uff1f<\/a><\/li>\n<li><a href=\"#\u5176\u4ed6\u6a21\u578b\u7684\u5c40\u9650\">\u5176\u4ed6\u6a21\u578b\u7684\u5c40\u9650<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"#token-\u4e0e\u6210\u672c\">Token \u4e0e\u6210\u672c<\/a>\n<ul>\n<li><a href=\"#token-\u6982\u5ff5\">Token \u6982\u5ff5<\/a><\/li>\n<li><a href=\"#\u8ba1\u8d39\u65b9\u5f0f\">\u8ba1\u8d39\u65b9\u5f0f<\/a><\/li>\n<li><a href=\"#\u6d41\u5f0f\u54cd\u5e94\">\u6d41\u5f0f\u54cd\u5e94<\/a><\/li>\n<li><a href=\"#\u4f18\u5316\u7b56\u7565\">\u4f18\u5316\u7b56\u7565<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"#\u5176\u5b83\u6838\u5fc3\u6982\u5ff5\">\u5176\u5b83\u6838\u5fc3\u6982\u5ff5<\/a><\/li>\n<li><a href=\"#\u4e0a\u4e0b\u6587\u7ba1\u7406\">\u4e0a\u4e0b\u6587\u7ba1\u7406<\/a>\n<ul>\n<li><a href=\"#\u4ec0\u4e48\u662f\u4e0a\u4e0b\u6587\">\u4ec0\u4e48\u662f\u4e0a\u4e0b\u6587\uff1f<\/a><\/li>\n<li><a href=\"#\u4e0a\u4e0b\u6587\u7684\u5de5\u4f5c\u65b9\u5f0f\">\u4e0a\u4e0b\u6587\u7684\u5de5\u4f5c\u65b9\u5f0f<\/a><\/li>\n<li><a href=\"#\u4e0a\u4e0b\u6587\u9650\u5236\">\u4e0a\u4e0b\u6587\u9650\u5236<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"#\u5de5\u5177\u4e0e\u4ee3\u7406\">\u5de5\u5177\u4e0e\u4ee3\u7406<\/a>\n<ul>\n<li><a href=\"#\u5de5\u5177\u8c03\u7528\">\u5de5\u5177\u8c03\u7528<\/a><\/li>\n<li><a href=\"#\u5de5\u4f5c\u539f\u7406\">\u5de5\u4f5c\u539f\u7406<\/a><\/li>\n<li><a href=\"#\u4e3a\u4ec0\u4e48\u5bf9\u7f16\u7801\u5f88\u91cd\u8981\">\u4e3a\u4ec0\u4e48\u5bf9\u7f16\u7801\u5f88\u91cd\u8981<\/a><\/li>\n<li><a href=\"#\u5de5\u5177\u5b9a\u4e49\">\u5de5\u5177\u5b9a\u4e49<\/a><\/li>\n<li><a href=\"#\u5de5\u5177\u6210\u672c\">\u5de5\u5177\u6210\u672c<\/a><\/li>\n<li><a href=\"#mcpmodel-context-protocol\">MCP\uff08Model Context Protocol\uff09<\/a><\/li>\n<li><a href=\"#\u4ee3\u7406agent\">\u4ee3\u7406\uff08Agent\uff09<\/a><\/li>\n<li><a href=\"#\u5de5\u4f5c\u539f\u7406-1\">\u5de5\u4f5c\u539f\u7406<\/a><\/li>\n<li><a href=\"#\u9002\u5408\u59d4\u6258\u7ed9\u4ee3\u7406\u7684\u4efb\u52a1\">\u9002\u5408\u59d4\u6258\u7ed9\u4ee3\u7406\u7684\u4efb\u52a1<\/a><\/li>\n<li><a href=\"#\u4ee3\u7406\u7684\u5c40\u9650\u6027\">\u4ee3\u7406\u7684\u5c40\u9650\u6027<\/a><\/li>\n<li><a href=\"#\u5982\u4f55\u9ad8\u6548\u4f7f\u7528\u4ee3\u7406\">\u5982\u4f55\u9ad8\u6548\u4f7f\u7528\u4ee3\u7406<\/a><\/li>\n<li><a href=\"#agent-skills\u4ee3\u7406\u6280\u80fd\">Agent Skills\uff08\u4ee3\u7406\u6280\u80fd\uff09<\/a><\/li>\n<li><a href=\"#\u4ec0\u4e48\u662f-agent-skills\">\u4ec0\u4e48\u662f Agent Skills<\/a><\/li>\n<li><a href=\"#\u6838\u5fc3\u7279\u6027\">\u6838\u5fc3\u7279\u6027<\/a><\/li>\n<li><a href=\"#\u4f7f\u7528\u65b9\u6cd5\">\u4f7f\u7528\u65b9\u6cd5<\/a><\/li>\n<li><a href=\"#subagents\u5b50\u4ee3\u7406\">Subagents\uff08\u5b50\u4ee3\u7406\uff09<\/a><\/li>\n<li><a href=\"#\u4ec0\u4e48\u662f-subagents\">\u4ec0\u4e48\u662f Subagents<\/a><\/li>\n<li><a href=\"#\u6fc0\u6d3b\u65b9\u5f0f\">\u6fc0\u6d3b\u65b9\u5f0f<\/a><\/li>\n<li><a href=\"#\u4f7f\u7528\u573a\u666f\">\u4f7f\u7528\u573a\u666f<\/a><\/li>\n<li><a href=\"#\"><\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"#\u5b9e\u8df5\u5e94\u7528\">\u5b9e\u8df5\u5e94\u7528<\/a>\n<ul>\n<li><a href=\"#\u6d88\u606f\u7c7b\u578b\">\u6d88\u606f\u7c7b\u578b<\/a><\/li>\n<li><a href=\"#\u793a\u4f8b\u573a\u666f\">\u793a\u4f8b\u573a\u666f<\/a><\/li>\n<li><a href=\"#prompt-\u7f16\u5199\u539f\u5219\">Prompt \u7f16\u5199\u539f\u5219<\/a><\/li>\n<li><a href=\"#\u539f\u5219\u4e00\u7f16\u5199\u6e05\u6670\u5177\u4f53\u7684\u6307\u4ee4\">\u539f\u5219\u4e00\uff1a\u7f16\u5199\u6e05\u6670\u3001\u5177\u4f53\u7684\u6307\u4ee4<\/a>\n<ul>\n<li><a href=\"#1-\u4f7f\u7528\u5206\u9694\u7b26\u533a\u5206\u6307\u4ee4\u548c\u4e0a\u4e0b\u6587\">1. \u4f7f\u7528\u5206\u9694\u7b26\u533a\u5206\u6307\u4ee4\u548c\u4e0a\u4e0b\u6587<\/a><\/li>\n<li><a href=\"#2-\u63d0\u4f9b\u5c11\u91cf\u793a\u4f8b\u660e\u786e\u8f93\u51fa\u683c\u5f0f\">2. \u63d0\u4f9b\u5c11\u91cf\u793a\u4f8b\uff0c\u660e\u786e\u8f93\u51fa\u683c\u5f0f<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"#\u539f\u5219\u4e8c\u7ed9\u6a21\u578b\u65f6\u95f4\u53bb\u601d\u8003\">\u539f\u5219\u4e8c\uff1a\u7ed9\u6a21\u578b\u65f6\u95f4\u53bb\u601d\u8003<\/a>\n<ul>\n<li><a href=\"#\u62c6\u89e3\u4efb\u52a1\u6b65\u9aa4\u5f15\u5bfc\u6a21\u578b\u601d\u8003\">\u62c6\u89e3\u4efb\u52a1\u6b65\u9aa4\uff0c\u5f15\u5bfc\u6a21\u578b\u601d\u8003<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li><a href=\"#\u76f8\u5173\u8d44\u6e90\">\u76f8\u5173\u8d44\u6e90<\/a><\/li>\n<\/ul>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E7%9A%84%E6%A6%82%E5%BF%B5\"><\/span>\u4eba\u5de5\u667a\u80fd\u7684\u6982\u5ff5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><strong>\u673a\u5668\u5b66\u4e60<\/strong>\uff1a\u4e00\u79cd\u4eba\u5de5\u667a\u80fd\u7684\u5b9e\u73b0\u65b9\u6cd5\uff0c\u901a\u8fc7\u6570\u636e\u8bad\u7ec3\u6a21\u578b\u6765\u5b8c\u6210\u4efb\u52a1\u3002<\/li>\n<li><strong>\u6df1\u5ea6\u5b66\u4e60<\/strong>\uff1a\u4e00\u79cd\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff0c\u4f7f\u7528\u591a\u5c42\u795e\u7ecf\u7f51\u7edc\u6765\u5b66\u4e60\u6570\u636e\u7684\u8868\u793a\u548c\u62bd\u8c61\u3002<\/li>\n<li><strong>\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b<\/strong>\uff1a\u6709\u591a\u79cd\u4e0d\u540c\u7684\u6a21\u578b\u67b6\u6784\uff0c\u76ee\u524d\u6700\u70ed\u95e8\u7684\u662f\uff1a<\/li>\n<li><strong>Transformer \u6a21\u578b<\/strong>\uff1a\u57fa\u4e8e\u81ea\u6ce8\u610f\u529b\u673a\u5236\uff08Self-Attention Mechanism\uff09\u7684\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\n<ul>\n<li><strong>\u793a\u4f8b<\/strong>\uff1aGPT\uff08Generative Pre-trained Transformer\uff09\u662f\u57fa\u4e8e Transformer \u7684\u751f\u6210\u5f0f\u9884\u8bad\u7ec3\u6a21\u578b<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"AI_%E6%A8%A1%E5%9E%8B%E5%B7%A5%E4%BD%9C%E5%8E%9F%E7%90%86\"><\/span>AI \u6a21\u578b\u5de5\u4f5c\u539f\u7406<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%E7%A1%AE%E5%AE%9A%E6%80%A7_vs_%E6%A6%82%E7%8E%87%E6%80%A7\"><\/span>\u786e\u5b9a\u6027 vs \u6982\u7387\u6027<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4f20\u7edf\u8f6f\u4ef6\u662f\u786e\u5b9a\u6027\u7684\uff1a\u76f8\u540c\u8f93\u5165\u603b\u662f\u4ea7\u751f\u76f8\u540c\u8f93\u51fa<br \/>\nAI \u6a21\u578b\u662f\u6982\u7387\u6027\u7684\uff1a\u76f8\u540c\u8f93\u5165\u53ef\u80fd\u4ea7\u751f\u4e0d\u540c\u8f93\u51fa<br \/>\n<img decoding=\"async\" alt=\"model_work\" src=\"https:\/\/www.ixriver.com\/wp-content\/uploads\/2026\/01\/model_work-1.png\" \/><\/p>\n<p>\u6784\u5efa\u4f60\u7684 AI \u5fc3\u667a\u6a21\u578b\u7684\u7b2c\u4e00\u70b9\uff1a<strong>\u4e0d\u8981\u5047\u8bbe\u6bcf\u6b21\u90fd\u4f1a\u5f97\u5230\u76f8\u540c\u7b54\u6848<\/strong>\u3002<br \/>\n\u6a21\u578b\u57fa\u4e8e<strong>\u8bad\u7ec3\u4fe1\u606f<\/strong>\u548c<strong>\u7528\u6237\u8f93\u5165\uff08\u63d0\u793a\u8bcd\uff09<\/strong>\u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a\u8bcd\u3002\u9700\u8981\u6ce8\u610f\u4e24\u70b9\uff1a<br \/>\n&#8211; \u76f8\u540c\u6a21\u578b\u548c\u63d0\u793a\u8bcd\u53ef\u80fd\u4ea7\u751f\u4e0d\u540c\u54cd\u5e94<br \/>\n&#8211; \u6a21\u578b\u53ef\u80fd\u4e0d\u4e25\u683c\u9075\u5faa\u6307\u4ee4<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%A8%A1%E5%9E%8B%E5%B1%80%E9%99%90%E6%80%A7\"><\/span>\u6a21\u578b\u5c40\u9650\u6027<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h4><span class=\"ez-toc-section\" id=\"%E4%B8%BA%E4%BB%80%E4%B9%88%E6%A8%A1%E5%9E%8B%E4%BC%9A%E4%BA%A7%E7%94%9F%E5%B9%BB%E8%A7%89%EF%BC%9F\"><\/span>\u4e3a\u4ec0\u4e48\u6a21\u578b\u4f1a\u4ea7\u751f\u5e7b\u89c9\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u6a21\u578b\u57fa\u4e8e\u5b66\u5230\u7684\u6a21\u5f0f\u9884\u6d4b\u4e0b\u4e00\u4e2a token\uff0c\u6709\u65f6\u4f1a\u88ab\u6a21\u5f0f\u5e26\u504f\u3002\u5f53\u6a21\u578b\u4e0d\u77e5\u9053\u67d0\u4ef6\u4e8b\u65f6\uff0c\u5b83\u4e0d\u4f1a\u8bf4&#8221;\u4e0d\u77e5\u9053&#8221;\uff0c\u800c\u662f\u57fa\u4e8e\u89c1\u8fc7\u7684\u6a21\u5f0f\u751f\u6210\u770b\u4f3c\u5408\u7406\u7684\u5185\u5bb9\u3002<\/p>\n<p><strong>\u7f16\u7a0b\u4e2d\u7684\u8868\u73b0<\/strong>\uff1a<br \/>\n&#8211; \u7f16\u9020\u4e0d\u5b58\u5728\u7684 API \u65b9\u6cd5<br \/>\n&#8211; \u6df7\u6dc6\u4e0d\u540c\u5e93\u6216\u6846\u67b6\u7684\u8bed\u6cd5<br \/>\n&#8211; \u634f\u9020\u4e0d\u771f\u5b9e\u7684\u914d\u7f6e\u9879<\/p>\n<p><strong>\u77e5\u8bc6\u622a\u6b62\u65e5\u671f\uff08Knowledge Cutoff\uff09<\/strong>\uff1a\u6a21\u578b\u8bad\u7ec3\u6570\u636e\u622a\u6b62\u5230\u67d0\u4e2a\u65e5\u671f\uff0c\u8be2\u95ee\u8be5\u65e5\u671f\u4e4b\u540e\u51fa\u73b0\u7684\u5185\u5bb9\u53ef\u80fd\u5f97\u5230\u9519\u8bef\u7b54\u6848\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%85%B6%E4%BB%96%E6%A8%A1%E5%9E%8B%E7%9A%84%E5%B1%80%E9%99%90\"><\/span>\u5176\u4ed6\u6a21\u578b\u7684\u5c40\u9650<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li><strong>\u81ea\u4fe1\u7684\u9519\u8bef\u7b54\u6848<\/strong>\uff1a\u6a21\u578b\u53ef\u80fd\u81ea\u4fe1\u5730\u7ed9\u51fa\u9519\u8bef\u7b54\u6848\uff0c\u751a\u81f3\u8868\u793a&#8221;\u4f60\u8bf4\u5f97\u5b8c\u5168\u5bf9&#8221;<\/li>\n<li><strong>\u786e\u5b9a\u6027\u4efb\u52a1\u8868\u73b0\u4e0d\u4f73<\/strong>\uff1a\u5728\u751f\u6210\u968f\u673a\u6570\u5b57\u3001\u7edf\u8ba1\u5b57\u7b26\u7b49\u786e\u5b9a\u6027\u4efb\u52a1\u4e0a\u8868\u73b0\u4e0d\u4f73<\/li>\n<\/ul>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"Token_%E4%B8%8E%E6%88%90%E6%9C%AC\"><\/span>Token \u4e0e\u6210\u672c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"Token_%E6%A6%82%E5%BF%B5\"><\/span>Token \u6982\u5ff5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Token \u662f AI \u6a21\u578b\u5b9e\u9645\u5904\u7406\u7684\u57fa\u672c\u5355\u4f4d\uff0c\u53ef\u4ee5\u7406\u89e3\u4e3a\u6a21\u578b\u5904\u7406\u7684&#8221;\u8bcd&#8221;\uff0c\u4f46\u4e0d\u5b8c\u5168\u7b49\u540c\u4e8e\u65e5\u5e38\u8bcd\u8bed\uff1a<br \/>\n&#8211; \u6a21\u578b\u5c06\u6587\u672c\u62c6\u5206\u4e3a\u66f4\u5c0f\u7684\u7247\u6bb5\uff08tokens\uff09<br \/>\n&#8211; \u4f8b\u5982\uff1a&#8221;hello&#8221;\u53ef\u80fd\u662f\u4e00\u4e2a token\uff0c&#8221;understanding&#8221;\u53ef\u80fd\u88ab\u62c6\u5206\u4e3a&#8221;under&#8221;\u3001&#8221;stand&#8221;\u3001&#8221;ing&#8221;\u7b49\u591a\u4e2a tokens<br \/>\n&#8211; \u8bcd\u7684\u90e8\u5206\u3001\u6807\u70b9\u6216\u7a7a\u683c\u4e5f\u53ef\u80fd\u5355\u72ec\u6210\u4e3a token<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E8%AE%A1%E8%B4%B9%E6%96%B9%E5%BC%8F\"><\/span>\u8ba1\u8d39\u65b9\u5f0f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI \u6a21\u578b\u57fa\u4e8e\u4e24\u7c7b token \u6536\u8d39\uff1a<br \/>\n&#8211; <strong>\u8f93\u5165 token<\/strong>\uff1a\u5305\u62ec\u53d1\u9001\u7ed9\u6a21\u578b\u7684\u6240\u6709\u5185\u5bb9\uff08\u63d0\u793a\u8bcd\u3001\u5bf9\u8bdd\u5386\u53f2\u7b49\uff09<br \/>\n&#8211; <strong>\u8f93\u51fa token<\/strong>\uff1a\u5305\u62ec\u6a21\u578b\u8fd4\u56de\u7684\u6240\u6709\u751f\u6210\u5185\u5bb9<br \/>\n&#8211; <strong>\u4ef7\u683c\u5dee\u5f02<\/strong>\uff1a\u8f93\u51fa token \u901a\u5e38\u6bd4\u8f93\u5165 token \u8d35 2\u20134 \u500d\uff08\u751f\u6210\u65b0\u5185\u5bb9\u9700\u8981\u66f4\u591a\u8ba1\u7b97\uff09<\/p>\n<p><strong>\u91cd\u8981\u6027<\/strong>\uff1a<br \/>\n&#8211; <strong>\u8ba1\u8d39\u65b9\u5f0f<\/strong>\uff1a\u6309 token \u8ba1\u8d39\uff0c\u800c\u4e0d\u662f\u6309\u5355\u8bcd\u6216\u5b57\u7b26<br \/>\n&#8211; <strong>\u901f\u5ea6\u6307\u6807<\/strong>\uff1a\u66f4\u5feb\u7684\u6a21\u578b\u5177\u6709\u66f4\u9ad8\u7684 TPS\uff08\u6bcf\u79d2 token \u6570\uff09<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%B5%81%E5%BC%8F%E5%93%8D%E5%BA%94\"><\/span>\u6d41\u5f0f\u54cd\u5e94<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI \u6a21\u578b\u6309\u987a\u5e8f\u9010\u4e2a\u751f\u6210 token\uff0c\u56e0\u6b64\u4f1a\u770b\u5230\u56de\u590d\u9010\u8bcd\u51fa\u73b0\uff1a<\/p>\n<ul>\n<li><strong>\u5de5\u4f5c\u539f\u7406<\/strong>\uff1a\u6a21\u578b\u5148\u9884\u6d4b\u4e0b\u4e00\u4e2a token\uff0c\u518d\u7528\u8be5\u9884\u6d4b\u5e2e\u52a9\u9884\u6d4b\u540e\u7eed token<\/li>\n<li><strong>\u4f18\u52bf<\/strong>\uff1a\u65e0\u9700\u7b49\u5f85\u5b8c\u6574\u56de\u590d\uff0c\u53ef\u4ee5\u5b9e\u65f6\u67e5\u770b\u751f\u6210\u8fc7\u7a0b\uff0c\u5e76\u53ef\u968f\u65f6\u4e2d\u65ad<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BC%98%E5%8C%96%E7%AD%96%E7%95%A5\"><\/span>\u4f18\u5316\u7b56\u7565<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>\u6210\u672c\u63a7\u5236<\/strong>\uff1a<br \/>\n&#8211; \u63a7\u5236\u521d\u59cb\u4e0a\u4e0b\u6587\u4e2d\u7684\u4fe1\u606f\u91cf<br \/>\n&#8211; \u5f15\u5bfc\u6a21\u578b\u4fdd\u6301\u7b80\u6d01\u6216\u63d0\u4f9b\u8be6\u7ec6\u5185\u5bb9<br \/>\n&#8211; \u81ea\u52a8\u7f13\u5b58\u7ecf\u5e38\u590d\u7528\u7684\u63d0\u793a\u90e8\u5206<br \/>\n&#8211; \u7ba1\u7406\u6bcf\u6b21\u8bf7\u6c42\u5305\u542b\u7684\u4e0a\u4e0b\u6587<br \/>\n&#8211; \u7cbe\u7b80\u63d0\u793a\u8bcd\uff0c\u53bb\u9664\u5197\u4f59\u4fe1\u606f<\/p>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"%E5%85%B6%E5%AE%83%E6%A0%B8%E5%BF%83%E6%A6%82%E5%BF%B5\"><\/span>\u5176\u5b83\u6838\u5fc3\u6982\u5ff5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><strong>\u53c2\u6570\uff08Parameters\uff09<\/strong>\uff1a\u6a21\u578b\u7684\u590d\u6742\u5ea6\u548c\u6027\u80fd\u6307\u6807\uff0c\u53c2\u6570\u6570\u91cf\u901a\u5e38\u51b3\u5b9a\u4e86\u6a21\u578b\u7684\u80fd\u529b\u3002<\/li>\n<li><strong>Temperature\uff08\u6e29\u5ea6\uff09<\/strong>\uff1a\u63a7\u5236\u6a21\u578b\u8f93\u51fa\u7684\u521b\u9020\u6027\u548c\u786e\u5b9a\u6027\u4e4b\u95f4\u7684\u5e73\u8861\uff1a<\/li>\n<li><strong>\u9ad8 Temperature<\/strong>\uff1a\u751f\u6210\u7684\u6587\u672c\u66f4\u591a\u6837\u3001\u66f4\u6709\u521b\u9020\u6027<\/li>\n<li><strong>\u4f4e Temperature<\/strong>\uff1a\u751f\u6210\u7684\u6587\u672c\u66f4\u786e\u5b9a\u3001\u66f4\u4fdd\u5b88<\/li>\n<li><strong>\u591a\u6a21\u6001\uff08Multimodal\uff09<\/strong>\uff1a\u6a21\u578b\u80fd\u591f\u5904\u7406\u591a\u79cd\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\uff08\u6587\u5b57\uff0c\u56fe\u7247\uff0c\u97f3\u9891\uff0c\u89c6\u9891\u7b49\uff09\uff0c\u5355\u6a21\u6001\u6a21\u578b\u53ea\u80fd\u5904\u7406\u5176\u4e2d\u4e00\u79cd\u7c7b\u578b\u7684\u6570\u636e<\/li>\n<\/ul>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"%E4%B8%8A%E4%B8%8B%E6%96%87%E7%AE%A1%E7%90%86\"><\/span>\u4e0a\u4e0b\u6587\u7ba1\u7406<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4e0e AI \u6a21\u578b\u534f\u4f5c\u7684\u672c\u8d28\u5728\u4e8e<strong>\u7ba1\u7406\u4f60\u63d0\u4f9b\u7684\u4e0a\u4e0b\u6587<\/strong>\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5199\u66f4\u597d\u7684\u63d0\u793a\u8bcd\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BB%80%E4%B9%88%E6%98%AF%E4%B8%8A%E4%B8%8B%E6%96%87%EF%BC%9F\"><\/span>\u4ec0\u4e48\u662f\u4e0a\u4e0b\u6587\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e0a\u4e0b\u6587\u662f AI \u6a21\u578b\u4fdd\u7559\u5bf9\u8bdd\u5de5\u4f5c\u8bb0\u5fc6\u7684\u957f\u5217\u8868\uff0c\u5305\u542b\uff1a<\/p>\n<ul>\n<li><strong>\u7cfb\u7edf\u63d0\u793a\u8bcd\uff08System Prompt\uff09<\/strong>\uff1a\u5de5\u5177\u521b\u5efa\u8005\u8bbe\u7f6e\u7684\u6307\u4ee4\u3001\u98ce\u683c\u548c\u89c4\u5219\uff0c\u5f15\u5bfc\u8f93\u51fa\u65b9\u5411<\/li>\n<li><strong>\u7528\u6237\u6d88\u606f\/\u63d0\u793a\u8bcd<\/strong>\uff1a\u4f60\u7ed9\u6a21\u578b\u7684\u4efb\u4f55\u6307\u4ee4\uff08\u53ef\u4ee5\u662f\u6587\u672c\u3001\u4ee3\u7801\u3001\u56fe\u7247\u7b49\uff09<\/li>\n<li><strong>\u5bf9\u8bdd\u5386\u53f2<\/strong>\uff1a\u4e4b\u524d\u7684\u8f93\u5165\u548c\u8f93\u51fa\u6d88\u606f<\/li>\n<li><strong>\u9644\u52a0\u6587\u4ef6<\/strong>\uff1a\u5f53\u524d\u6253\u5f00\u7684\u6587\u4ef6\u3001\u7ec8\u7aef\u8f93\u51fa\u3001linter \u9519\u8bef\u7b49\uff08\u5de5\u5177\u81ea\u52a8\u6dfb\u52a0\uff09<\/li>\n<li><strong>\u591a\u6a21\u6001\u5185\u5bb9<\/strong>\uff1a\u56fe\u7247\u3001\u6587\u6863\u7b49\uff08\u6a21\u578b\u4f1a\u5c06\u5176\u8f6c\u6362\u4e3a\u6587\u672c\u8868\u793a\u7eb3\u5165\u4e0a\u4e0b\u6587\uff09<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%E4%B8%8A%E4%B8%8B%E6%96%87%E7%9A%84%E5%B7%A5%E4%BD%9C%E6%96%B9%E5%BC%8F\"><\/span>\u4e0a\u4e0b\u6587\u7684\u5de5\u4f5c\u65b9\u5f0f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>\u7d2f\u79ef\u6027<\/strong>\uff1a\u5bf9\u8bdd\u4e2d\u7684\u6bcf\u6761\u6d88\u606f\uff08\u8f93\u5165\u548c\u8f93\u51fa\uff09\u90fd\u4f1a\u5b58\u50a8\u5728\u4e0a\u4e0b\u6587\u4e2d<\/li>\n<li><strong>\u6709\u9650\u6027<\/strong>\uff1a\u4e0a\u4e0b\u6587\u5bb9\u91cf\u6709\u9650\uff0c\u968f\u7740\u5bf9\u8bdd\u589e\u957f\uff0c\u65e9\u671f\u4fe1\u606f\u53ef\u80fd\u88ab\u9057\u5fd8<\/li>\n<li><strong>\u81ea\u52a8\u5305\u542b<\/strong>\uff1a\u50cf Cursor \u8fd9\u6837\u7684\u5de5\u5177\u4f1a\u81ea\u52a8\u6dfb\u52a0\u76f8\u5173\u4ee3\u7801\u5e93\u4fe1\u606f<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%E4%B8%8A%E4%B8%8B%E6%96%87%E9%99%90%E5%88%B6\"><\/span>\u4e0a\u4e0b\u6587\u9650\u5236<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\u6bcf\u4e2a AI \u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u9650\u5236\u5404\u4e0d\u76f8\u540c\uff0c\u4e00\u65e6\u89e6\u53ca\u9650\u5236\uff0c\u6a21\u578b\u5c06\u4e0d\u518d\u63a5\u53d7\u66f4\u591a\u6d88\u606f<\/li>\n<li><strong>\u5e94\u5bf9\u7b56\u7565<\/strong>\uff1a<\/li>\n<li>\u76d1\u63a7\u4e0a\u4e0b\u6587\u4f7f\u7528\u91cf<\/li>\n<li>\u538b\u7f29\u6216\u603b\u7ed3\u65e7\u5bf9\u8bdd<\/li>\n<li>\u6709\u9009\u62e9\u5730\u5305\u542b\u5fc5\u8981\u4fe1\u606f<\/li>\n<\/ul>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"%E5%B7%A5%E5%85%B7%E4%B8%8E%E4%BB%A3%E7%90%86\"><\/span>\u5de5\u5177\u4e0e\u4ee3\u7406<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%E5%B7%A5%E5%85%B7%E8%B0%83%E7%94%A8\"><\/span>\u5de5\u5177\u8c03\u7528<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5de5\u5177\u8c03\u7528\u8ba9 AI \u6a21\u578b\u80fd\u591f\u52a8\u6001\u6267\u884c\u64cd\u4f5c\u5e76\u83b7\u53d6\u4fe1\u606f\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u751f\u6210\u6587\u672c\u3002\u6a21\u578b\u53ef\u4ee5\u81ea\u884c\u8c03\u7528\u5176\u4ed6 API\uff0c\u6269\u5c55\u81ea\u8eab\u80fd\u529b\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%B7%A5%E4%BD%9C%E5%8E%9F%E7%90%86\"><\/span>\u5de5\u4f5c\u539f\u7406<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u5f00\u53d1\u8005\u53ef\u4ee5\u5b9a\u4e49\u4f9b AI \u6a21\u578b\u4f7f\u7528\u7684\u7279\u5b9a&#8221;\u5de5\u5177&#8221;\u3002\u5de5\u4f5c\u6d41\u7a0b\uff1a<\/p>\n<pre><code class=\"language-mermaid\">sequenceDiagram\n    participant User as \u7528\u6237\n    participant AI as AI\u6a21\u578b\n    participant Tool as \u5de5\u5177\u7cfb\u7edf\n    participant API as \u5916\u90e8API\/\u670d\u52a1\n\n    User-&gt;&gt;AI: \u53d1\u9001\u8bf7\u6c42\/\u63d0\u793a\u8bcd\n    Note over AI: \u5206\u6790\u8bf7\u6c42\uff0c\u5224\u65ad\u662f\u5426\u9700\u8981\u5de5\u5177\n    AI-&gt;&gt;AI: \u9009\u62e9\u5408\u9002\u5de5\u5177\n    AI-&gt;&gt;Tool: \u8c03\u7528\u5de5\u5177\uff08\u5de5\u5177\u540d+\u53c2\u6570\uff09\n    Tool-&gt;&gt;API: \u6267\u884c\u5de5\u5177\u64cd\u4f5c\n    API--&gt;&gt;Tool: \u8fd4\u56de\u6267\u884c\u7ed3\u679c\n    Tool--&gt;&gt;AI: \u8fd4\u56de\u5de5\u5177\u7ed3\u679c\n    Note over AI: \u57fa\u4e8e\u5de5\u5177\u7ed3\u679c\u751f\u6210\u56de\u590d\n    AI--&gt;&gt;User: \u8fd4\u56de\u6700\u7ec8\u56de\u590d\n<\/code><\/pre>\n<p><strong>\u5e38\u89c1\u5e94\u7528<\/strong>\uff1aChatGPT \u751f\u6210\u56fe\u7247\u3001\u641c\u7d22\u7f51\u9875\u3001\u8fd0\u884c\u4ee3\u7801\u7b49\u90fd\u4f7f\u7528\u4e86\u5de5\u5177\u8c03\u7528\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E4%B8%BA%E4%BB%80%E4%B9%88%E5%AF%B9%E7%BC%96%E7%A0%81%E5%BE%88%E9%87%8D%E8%A6%81\"><\/span>\u4e3a\u4ec0\u4e48\u5bf9\u7f16\u7801\u5f88\u91cd\u8981<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u5de5\u5177\u8ba9 AI \u6a21\u578b\u80fd\u591f\uff1a<\/p>\n<ul>\n<li><strong>\u8bfb\u53d6\u4e0e\u5199\u5165\u6587\u4ef6<\/strong>\u5230\u4ee3\u7801\u5e93<\/li>\n<li><strong>\u641c\u7d22\u4ee3\u7801<\/strong>\u67e5\u627e\u76f8\u5173\u51fd\u6570\u6216\u6a21\u5f0f<\/li>\n<li><strong>\u8fd0\u884c shell \u547d\u4ee4<\/strong>\u6d4b\u8bd5\u4ee3\u7801\u6216\u5b89\u88c5\u4f9d\u8d56<\/li>\n<li><strong>\u8bbf\u95ee\u6587\u6863<\/strong>\u6216\u5728\u7f51\u4e0a\u641c\u7d22\u6700\u65b0\u4fe1\u606f<\/li>\n<li><strong>\u68c0\u67e5\u9519\u8bef<\/strong>\u901a\u8fc7\u8fd0\u884c linter \u6216\u6d4b\u8bd5<\/li>\n<\/ul>\n<p>\u6ca1\u6709\u5de5\u5177\u65f6\uff0cAI \u6a21\u578b\u53ea\u80fd\u4f7f\u7528\u4e0a\u4e0b\u6587\u4e2d\u660e\u786e\u63d0\u4f9b\u7684\u4fe1\u606f\u3002\u6709\u4e86\u5de5\u5177\uff0c\u5b83\u53ef\u4ee5\u4e3b\u52a8\u63a2\u7d22\u5e76\u4e0e\u4ee3\u7801\u5e93\u4ea4\u4e92\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%B7%A5%E5%85%B7%E5%AE%9A%E4%B9%89\"><\/span>\u5de5\u5177\u5b9a\u4e49<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u6bcf\u4e2a\u5de5\u5177\u5305\u542b\u4e09\u4e2a\u4e3b\u8981\u7ec4\u6210\u90e8\u5206\uff1a<\/p>\n<ul>\n<li><strong>\u540d\u79f0<\/strong>\uff1a\u4f8b\u5982 <code>read_file<\/code> \u6216 <code>search_web<\/code><\/li>\n<li><strong>\u63cf\u8ff0<\/strong>\uff1a\u544a\u77e5\u6a21\u578b\u4f55\u65f6\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528\u8be5\u5de5\u5177<\/li>\n<li><strong>\u53c2\u6570<\/strong>\uff1a\u5de5\u5177\u8fd0\u884c\u6240\u9700\u7684\u8f93\u5165<\/li>\n<\/ul>\n<p><strong>\u793a\u4f8b<\/strong>\uff1a<\/p>\n<pre><code class=\"language-json\">{\n  &quot;name&quot;: &quot;read_file&quot;,\n  &quot;description&quot;: &quot;\u4ece\u4ee3\u7801\u5e93\u4e2d\u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9&quot;,\n  &quot;parameters&quot;: {\n    &quot;filepath&quot;: &quot;\u8981\u8bfb\u53d6\u7684\u6587\u4ef6\u8def\u5f84&quot;\n  }\n}\n<\/code><\/pre>\n<p>\u6a21\u578b\u8c03\u7528\u65f6\u4f1a\u751f\u6210\uff1a<\/p>\n<pre><code class=\"language-json\">{\n  &quot;tool&quot;: &quot;read_file&quot;,\n  &quot;parameters&quot;: {\n    &quot;filepath&quot;: &quot;src\/components\/Button.tsx&quot;\n  }\n}\n<\/code><\/pre>\n<h4><span class=\"ez-toc-section\" id=\"%E5%B7%A5%E5%85%B7%E6%88%90%E6%9C%AC\"><\/span>\u5de5\u5177\u6210\u672c<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u8c03\u7528\u5de5\u5177\u4f1a\u901a\u8fc7\u4e24\u79cd\u65b9\u5f0f\u6d88\u8017 token\uff1a<\/p>\n<ul>\n<li><strong>\u5de5\u5177\u5b9a\u4e49<\/strong>\uff1a\u5305\u542b\u5728\u8f93\u5165\u4e0a\u4e0b\u6587\u4e2d\uff08\u901a\u5e38\u6bcf\u4e2a\u5de5\u5177\u5360\u7528\u51e0\u767e\u4e2a token\uff09<\/li>\n<li><strong>\u5de5\u5177\u7ed3\u679c<\/strong>\uff1a\u6dfb\u52a0\u5230\u8f93\u51fa\u4e0a\u4e0b\u6587\u4e2d\uff08\u53d6\u51b3\u4e8e\u8fd4\u56de\u5185\u5bb9\uff09<\/li>\n<\/ul>\n<p>\u5927\u91cf\u4f7f\u7528\u5de5\u5177\u4f1a\u66f4\u5feb\u5360\u6ee1\u4e0a\u4e0b\u6587\u7a97\u53e3\u5e76\u4ea7\u751f\u66f4\u9ad8\u6210\u672c\uff0c\u4f46\u901a\u5e38\u503c\u5f97\uff0c\u56e0\u4e3a\u80fd\u83b7\u53d6\u5b9e\u65f6\u4fe1\u606f\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"MCP%EF%BC%88Model_Context_Protocol%EF%BC%89\"><\/span>MCP\uff08Model Context Protocol\uff09<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>MCP \u662f\u4e00\u4e2a\u65b0\u6807\u51c6\uff0c\u8ba9 AI \u6a21\u578b\u5728\u4e0d\u540c\u5e94\u7528\u95f4\u4f7f\u7528\u5e76\u96c6\u6210\u5404\u7c7b\u5de5\u5177\u3002\u5c31\u50cf USB \u8fde\u63a5\u8bbe\u5907\u7684\u6807\u51c6\u4e00\u6837\uff0cMCP \u65e8\u5728\u6210\u4e3a\u8fde\u63a5\u5de5\u5177\u5230 AI \u6a21\u578b\u7684\u901a\u7528\u6807\u51c6\u3002<\/p>\n<p><strong>\u5e94\u7528\u793a\u4f8b<\/strong>\uff1a<br \/>\n&#8211; \u8fde\u63a5 Figma \u83b7\u53d6\u8bbe\u8ba1\u6587\u4ef6<br \/>\n&#8211; \u8fde\u63a5 Linear \u67e5\u770b\u548c\u7ba1\u7406\u4efb\u52a1<br \/>\n&#8211; \u8fde\u63a5\u6570\u636e\u5e93\u76f4\u63a5\u67e5\u8be2\u6570\u636e<br \/>\n&#8211; \u521b\u5efa\u81ea\u5b9a\u4e49 MCP \u670d\u52a1\u5668\u96c6\u6210\u5185\u90e8\u5de5\u5177\u548c API<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BB%A3%E7%90%86%EF%BC%88Agent%EF%BC%89\"><\/span>\u4ee3\u7406\uff08Agent\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4ee3\u7406\u662f\u5de5\u5177\u5728\u5faa\u73af\u4e2d\u8fd0\u884c\uff1a\u8ba9 AI \u6a21\u578b\u8c03\u7528\u591a\u4e2a\u5de5\u5177\u3001\u81ea\u5df1\u51b3\u5b9a\u7528\u54ea\u4e9b\u5de5\u5177\uff0c\u5e76\u4ece\u7ed3\u679c\u4e2d\u5b66\u4e60\u3002\u4f60\u65e0\u9700\u4e00\u6b65\u6b65\u544a\u8bc9 AI \u600e\u4e48\u505a\uff0c\u800c\u662f\u7ed9\u5b83\u4e00\u4e2a\u76ee\u6807\uff0c\u8ba9\u5b83\u81ea\u884c\u89c4\u5212\u6b65\u9aa4\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E5%B7%A5%E4%BD%9C%E5%8E%9F%E7%90%86-2\"><\/span>\u5de5\u4f5c\u539f\u7406<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u4ee3\u7406\u901a\u8fc7\u4e00\u7cfb\u5217\u5de5\u5177\u8c03\u7528\u5b8c\u6210\u4efb\u52a1\uff0c\u5e76\u6839\u636e\u6bcf\u6b21\u64cd\u4f5c\u7684\u7ed3\u679c\u51b3\u5b9a\u4e0b\u4e00\u6b65\uff1a<\/p>\n<p><strong>\u793a\u4f8b<\/strong>\uff1a\u8ba9\u4ee3\u7406&#8221;\u5728\u8bbe\u7f6e\u9875\u9762\u6dfb\u52a0\u6df1\u8272\u6a21\u5f0f\u5f00\u5173&#8221;<br \/>\n1. \u641c\u7d22\u4ee3\u7801\u5e93\u5b9a\u4f4d\u8bbe\u7f6e\u9875\u9762<br \/>\n2. \u8bfb\u53d6\u76f8\u5173\u6587\u4ef6\u7406\u89e3\u7ed3\u6784\u548c\u6837\u5f0f<br \/>\n3. \u81ea\u884c\u5236\u5b9a\u8ba1\u5212\uff08\u6dfb\u52a0\u72b6\u6001\u53d8\u91cf\u3001\u521b\u5efa CSS \u7c7b\u3001\u5b9e\u73b0\u5f00\u5173\u7ec4\u4ef6\u7b49\uff09<br \/>\n4. \u6267\u884c\u6bcf\u4e00\u6b65\u65f6\u81ea\u68c0\u3001\u8fd0\u884c\u6d4b\u8bd5\u3001\u4fee\u590d\u9519\u8bef<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E9%80%82%E5%90%88%E5%A7%94%E6%89%98%E7%BB%99%E4%BB%A3%E7%90%86%E7%9A%84%E4%BB%BB%E5%8A%A1\"><\/span>\u9002\u5408\u59d4\u6258\u7ed9\u4ee3\u7406\u7684\u4efb\u52a1<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><strong>\u8868\u73b0\u51fa\u8272\u7684\u4efb\u52a1<\/strong>\uff08\u76ee\u6807\u6e05\u6670\u3001\u6a21\u5f0f\u6210\u719f\uff09\uff1a<br \/>\n&#8211; \u4e3a\u73b0\u6709\u4ee3\u7801\u6dfb\u52a0\u6d4b\u8bd5<br \/>\n&#8211; \u66f4\u65b0\u6587\u6863<br \/>\n&#8211; \u5728\u591a\u6587\u4ef6\u4e2d\u8fdb\u884c\u6a21\u5f0f\u5316\u91cd\u6784<br \/>\n&#8211; \u4fee\u590d\u5177\u6709\u660e\u786e\u62a5\u9519\u4fe1\u606f\u7684\u7f3a\u9677<\/p>\n<p><strong>\u5bb9\u6613\u9047\u5230\u56f0\u96be\u7684\u4efb\u52a1<\/strong>\uff1a<br \/>\n&#8211; \u9700\u8981\u6df1\u5165\u7406\u89e3\u7cfb\u7edf\u4ea4\u4e92\u7684\u590d\u6742\u8c03\u8bd5<br \/>\n&#8211; \u5c06\u89c6\u89c9\u8bbe\u8ba1\u7a3f\u7cbe\u786e\u5230\u50cf\u7d20\u7684\u8fd8\u539f<br \/>\n&#8211; \u4f7f\u7528\u8bad\u7ec3\u6570\u636e\u4e2d\u672a\u5305\u542b\u7684\u65b0\u5e93<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E4%BB%A3%E7%90%86%E7%9A%84%E5%B1%80%E9%99%90%E6%80%A7\"><\/span>\u4ee3\u7406\u7684\u5c40\u9650\u6027<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li><strong>\u9700\u8981\u76d1\u7763<\/strong>\uff1a\u5bb9\u6613\u9057\u5fd8\uff0c\u53ef\u80fd\u9677\u5165\u5faa\u73af\uff0c\u53cd\u590d\u91c7\u7528\u5931\u8d25\u7684\u65b9\u6cd5<\/li>\n<li><strong>\u6210\u672c\u8f83\u9ad8<\/strong>\uff1a\u5305\u542b\u5927\u91cf\u5de5\u5177\u8c03\u7528\u548c\u8fed\u4ee3\uff0c\u6d88\u8017\u7684 token \u8fdc\u591a\u4e8e\u7b80\u5355\u95ee\u9898<\/li>\n<li><strong>\u53ef\u80fd\u8fc7\u5ea6\u4fee\u6539<\/strong>\uff1a\u7f3a\u4e4f\u826f\u597d\u7ea6\u675f\u65f6\uff0c\u53ef\u80fd\u505a\u51fa\u4e0d\u6253\u7b97\u7684\u66f4\u6539<\/li>\n<li><strong>\u9700\u8981\u9a8c\u8bc1<\/strong>\uff1a\u4f60\u4ecd\u9700\u8d1f\u8d23\u9a8c\u8bc1\u4ee3\u7801\u80fd\u5426\u6b63\u786e\u8fd0\u884c\u5e76\u7b26\u5408\u6807\u51c6<\/li>\n<\/ul>\n<h4><span class=\"ez-toc-section\" id=\"%E5%A6%82%E4%BD%95%E9%AB%98%E6%95%88%E4%BD%BF%E7%94%A8%E4%BB%A3%E7%90%86\"><\/span>\u5982\u4f55\u9ad8\u6548\u4f7f\u7528\u4ee3\u7406<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li><strong>\u4ece\u5c0f\u4efb\u52a1\u5f00\u59cb<\/strong>\uff1a\u5148\u59d4\u6d3e\u5c0f\u800c\u660e\u786e\u7684\u4efb\u52a1\uff0c\u5efa\u7acb\u4fe1\u5fc3<\/li>\n<li><strong>\u8bbe\u7f6e\u68c0\u67e5\u70b9<\/strong>\uff1a\u5728\u8fc7\u7a0b\u4e2d\u8bbe\u7f6e\u9a8c\u8bc1\u6b65\u9aa4<\/li>\n<li><strong>\u660e\u786e\u7ea6\u675f<\/strong>\uff1a\u5728\u5408\u5e76\u66f4\u6539\u524d\u8981\u6c42\u901a\u8fc7\u6d4b\u8bd5\u7b49\u62a4\u680f<\/li>\n<li><strong>\u89d2\u8272\u5b9a\u4f4d<\/strong>\uff1a\u4f60\u62c5\u4efb\u67b6\u6784\u5e08\u548c\u5ba1\u9605\u8005\uff0c\u4ee3\u7406\u8d1f\u8d23\u5b9e\u73b0\u7ec6\u8282<\/li>\n<li><strong>\u76ee\u6807<\/strong>\uff1a\u4e0d\u662f\u6d88\u9664\u4eba\u5de5\u53c2\u4e0e\uff0c\u800c\u662f\u653e\u5927\u4f60\u7684\u6210\u6548<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Agent_Skills%EF%BC%88%E4%BB%A3%E7%90%86%E6%8A%80%E8%83%BD%EF%BC%89\"><\/span>Agent Skills\uff08\u4ee3\u7406\u6280\u80fd\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Agent Skills \u662f\u6269\u5c55\u4ee3\u7406\u80fd\u529b\u7684\u6a21\u5757\u5316\u7ec4\u4ef6\uff0c\u7c7b\u4f3c\u4e8e\u53ef\u63d2\u62d4\u7684\u5de5\u5177\u5305\uff0c\u8ba9\u4ee3\u7406\u80fd\u591f\u6267\u884c\u7279\u5b9a\u9886\u57df\u7684\u4efb\u52a1\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E4%BB%80%E4%B9%88%E6%98%AF_Agent_Skills\"><\/span>\u4ec0\u4e48\u662f Agent Skills<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Agent Skills \u662f\u4e00\u79cd\u5c06\u4e13\u4e1a\u77e5\u8bc6\u3001\u6307\u4ee4\u548c\u8d44\u6e90\u5c01\u88c5\u6210\u53ef\u590d\u7528\u6a21\u5757\u7684\u673a\u5236\u3002\u6bcf\u4e2a\u6280\u80fd\u5305\u542b\uff1a<\/p>\n<ul>\n<li><strong>\u6307\u4ee4\uff08Instructions\uff09<\/strong>\uff1a\u544a\u8bc9\u4ee3\u7406\u5982\u4f55\u4f7f\u7528\u8be5\u6280\u80fd\u7684\u5177\u4f53\u6307\u5bfc<\/li>\n<li><strong>\u5143\u6570\u636e\uff08Metadata\uff09<\/strong>\uff1a\u6280\u80fd\u7684\u540d\u79f0\u3001\u63cf\u8ff0\u3001\u7248\u672c\u7b49\u4fe1\u606f<\/li>\n<li><strong>\u8d44\u6e90\uff08Resources\uff09<\/strong>\uff1a\u53ef\u9009\u7684\u811a\u672c\u3001\u53c2\u8003\u6587\u6863\u3001\u793a\u4f8b\u4ee3\u7801\u7b49\u8f85\u52a9\u6750\u6599<\/li>\n<\/ul>\n<p>\u6280\u80fd\u7ed3\u6784\u5982\u4e0b\uff1a<\/p>\n<pre><code>my-skill\/\n\u251c\u2500\u2500 sill.md       # \u6307\u4ee4 + \u5143\u6570\u636e\n\u251c\u2500\u2500 scripts       # \u811a\u672c  \n\u251c\u2500\u2500 references\/   # \u6587\u6863\n\u2514\u2500\u2500 assets\/       # \u6a21\u7248 + \u8d44\u6e90\n<\/code><\/pre>\n<h4><span class=\"ez-toc-section\" id=\"%E6%A0%B8%E5%BF%83%E7%89%B9%E6%80%A7\"><\/span>\u6838\u5fc3\u7279\u6027<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><strong>1. \u6e10\u8fdb\u5f0f\u62ab\u9732\u673a\u5236<\/strong><\/p>\n<p>\u4e3a\u4e86\u4f18\u5316\u4e0a\u4e0b\u6587\u4f7f\u7528\uff0c\u6280\u80fd\u91c7\u7528\u4e09\u9636\u6bb5\u6309\u9700\u52a0\u8f7d\uff1a<\/p>\n<ul>\n<li><strong>\u9636\u6bb5\u4e00<\/strong>\uff1a\u521d\u59cb\u5316\u65f6\u4ec5\u52a0\u8f7d\u5143\u6570\u636e\uff08\u6280\u80fd\u540d\u79f0\u3001\u63cf\u8ff0\u7b49\uff09<\/li>\n<li><strong>\u9636\u6bb5\u4e8c<\/strong>\uff1aAI \u5224\u65ad\u9700\u8981\u65f6\u52a0\u8f7d\u5b8c\u6574\u6307\u4ee4<\/li>\n<li><strong>\u9636\u6bb5\u4e09<\/strong>\uff1a\u6309\u9700\u8bbf\u95ee\u8d44\u6e90\u6587\u4ef6\uff08\u811a\u672c\u3001\u6587\u6863\u7b49\uff09<\/li>\n<\/ul>\n<pre><code class=\"language-mermaid\">sequenceDiagram\n    participant Agent as AI\u4ee3\u7406\n    participant SkillBox as \u6280\u80fd\u7bb1\n    participant Metadata as \u5143\u6570\u636e\n    participant Instructions as \u6307\u4ee4\n    participant Resources as \u8d44\u6e90\u6587\u4ef6\n\n    Note over Agent,Resources: \u9636\u6bb5\u4e00\uff1a\u521d\u59cb\u5316\u52a0\u8f7d\u5143\u6570\u636e\n    Agent-&gt;&gt;SkillBox: \u8bf7\u6c42\u53ef\u7528\u6280\u80fd\u5217\u8868\n    SkillBox-&gt;&gt;Metadata: \u52a0\u8f7d\u6280\u80fd\u5143\u6570\u636e\n    Metadata--&gt;&gt;SkillBox: \u8fd4\u56de\u6280\u80fd\u540d\u79f0\u3001\u63cf\u8ff0\n    SkillBox--&gt;&gt;Agent: \u8fd4\u56de\u6280\u80fd\u5217\u8868\uff08\u4ec5\u5143\u6570\u636e\uff09\n\n    Note over Agent,Resources: \u9636\u6bb5\u4e8c\uff1a\u6309\u9700\u52a0\u8f7d\u5b8c\u6574\u6307\u4ee4\n    Agent-&gt;&gt;Agent: \u5206\u6790\u4efb\u52a1\uff0c\u5224\u65ad\u9700\u8981\u6280\u80fd\n    Agent-&gt;&gt;SkillBox: \u8bf7\u6c42\u52a0\u8f7d\u6280\u80fd\u5b8c\u6574\u6307\u4ee4\n    SkillBox-&gt;&gt;Instructions: \u52a0\u8f7d\u6280\u80fd\u6307\u4ee4\n    Instructions--&gt;&gt;SkillBox: \u8fd4\u56de\u5b8c\u6574\u6307\u4ee4\u5185\u5bb9\n    SkillBox--&gt;&gt;Agent: \u8fd4\u56de\u6280\u80fd\u6307\u4ee4\n\n    Note over Agent,Resources: \u9636\u6bb5\u4e09\uff1a\u6309\u9700\u8bbf\u95ee\u8d44\u6e90\n    Agent-&gt;&gt;Agent: \u6267\u884c\u4efb\u52a1\uff0c\u9700\u8981\u7279\u5b9a\u8d44\u6e90\n    Agent-&gt;&gt;SkillBox: \u8bf7\u6c42\u8bbf\u95ee\u8d44\u6e90\u6587\u4ef6\n    SkillBox-&gt;&gt;Resources: \u52a0\u8f7d\u7279\u5b9a\u8d44\u6e90\n    Resources--&gt;&gt;SkillBox: \u8fd4\u56de\u8d44\u6e90\u5185\u5bb9\n    SkillBox--&gt;&gt;Agent: \u8fd4\u56de\u8d44\u6e90\u6587\u4ef6\n    Agent-&gt;&gt;Agent: \u5b8c\u6210\u4efb\u52a1\n<\/code><\/pre>\n<p>\u8fd9\u79cd\u673a\u5236\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u4e0a\u4e0b\u6587\u6d88\u8017\uff0c\u63d0\u9ad8\u6548\u7387\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E4%BD%BF%E7%94%A8%E6%96%B9%E6%B3%95\"><\/span>\u4f7f\u7528\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><strong>1. \u5b89\u88c5\u6280\u80fd<\/strong><\/p>\n<pre><code>openskills install anthropics\/skills\n<\/code><\/pre>\n<p><strong>2. \u540c\u6b65\u6280\u80fd<\/strong><\/p>\n<pre><code>\/\/ \u540c\u6b65\u5230AGENTS.md\nopenskills sync\n<\/code><\/pre>\n<h3><span class=\"ez-toc-section\" id=\"Subagents%EF%BC%88%E5%AD%90%E4%BB%A3%E7%90%86%EF%BC%89\"><\/span>Subagents\uff08\u5b50\u4ee3\u7406\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Subagents \u662f\u4e00\u79cd\u5c06\u590d\u6742\u4efb\u52a1\u62c6\u89e3\u4e3a\u591a\u4e2a\u4e13\u7cbe\u5b50\u89d2\u8272\u7684\u5b9e\u8df5\u65b9\u6cd5\uff0c\u6bcf\u4e2a\u5b50\u4ee3\u7406\u5728\u72ec\u7acb\u7684\u4e0a\u4e0b\u6587\u4e2d\u5b8c\u6210\u660e\u786e\u7684\u5b50\u4efb\u52a1\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E4%BB%80%E4%B9%88%E6%98%AF_Subagents\"><\/span>\u4ec0\u4e48\u662f Subagents<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u5728\u590d\u6742\u7684 AI \u7f16\u7a0b\u573a\u666f\u4e2d\uff0c\u5355\u4e00\u4ee3\u7406\u53ef\u80fd\u96be\u4ee5\u9ad8\u6548\u5904\u7406\u6240\u6709\u4efb\u52a1\u3002Subagents \u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff1a<\/p>\n<ul>\n<li><strong>\u4efb\u52a1\u5206\u89e3<\/strong>\uff1a\u5c06\u590d\u6742\u4efb\u52a1\u62c6\u89e3\u4e3a\u591a\u4e2a\u660e\u786e\u7684\u5b50\u4efb\u52a1<\/li>\n<li><strong>\u89d2\u8272\u4e13\u7cbe<\/strong>\uff1a\u6bcf\u4e2a\u5b50\u4ee3\u7406\u4e13\u6ce8\u4e8e\u7279\u5b9a\u7684\u804c\u8d23\u9886\u57df<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u9694\u79bb<\/strong>\uff1a\u5b50\u4ee3\u7406\u62e5\u6709\u72ec\u7acb\u7684\u4e0a\u4e0b\u6587\uff0c\u907f\u514d\u76f8\u4e92\u5e72\u6270<\/li>\n<li><strong>\u7ed3\u679c\u6c47\u603b<\/strong>\uff1a\u5c06\u5404\u5b50\u4ee3\u7406\u7684\u7ed3\u679c\u6c47\u603b\u5230\u4e3b\u4efb\u52a1\u4e2d<\/li>\n<\/ul>\n<h4><span class=\"ez-toc-section\" id=\"%E6%BF%80%E6%B4%BB%E6%96%B9%E5%BC%8F\"><\/span>\u6fc0\u6d3b\u65b9\u5f0f<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><strong>1. \u81ea\u52a8\u59d4\u6258<\/strong><\/p>\n<p>\u5e73\u53f0\u6839\u636e\u63cf\u8ff0\u548c\u4e0a\u4e0b\u6587\u81ea\u52a8\u5339\u914d\u5e76\u59d4\u6d3e\u4efb\u52a1\uff1a<\/p>\n<ul>\n<li>\u9002\u5408\u5e38\u89c1\u804c\u8d23\uff08\u5982\u4ee3\u7801\u5ba1\u67e5\u3001\u6d4b\u8bd5\u751f\u6210\uff09<\/li>\n<li>\u51cf\u5c11\u624b\u52a8\u914d\u7f6e\u5de5\u4f5c<\/li>\n<li>\u63d0\u9ad8\u4f7f\u7528\u4fbf\u5229\u6027<\/li>\n<\/ul>\n<p><strong>\u793a\u4f8b<\/strong>\uff1a<\/p>\n<pre><code>\u4efb\u52a1\uff1a&quot;\u5ba1\u67e5\u8fd9\u6bb5\u4ee3\u7801\u5e76\u751f\u6210\u6d4b\u8bd5&quot;\n\u2192 \u81ea\u52a8\u59d4\u6258\u7ed9 code-reviewer \u548c test-generator \u5b50\u4ee3\u7406\n<\/code><\/pre>\n<p><strong>2. \u663e\u5f0f\u8c03\u7528<\/strong><\/p>\n<p>\u5728\u63d0\u793a\u8bcd\u4e2d\u76f4\u63a5\u6307\u5b9a\u5b50\u4ee3\u7406\uff1a<\/p>\n<ul>\n<li>\u9002\u5408\u9700\u8981\u7cbe\u786e\u63a7\u5236\u7684\u573a\u666f<\/li>\n<li>\u660e\u786e\u6307\u5b9a\u4f7f\u7528\u7684\u5b50\u4ee3\u7406<\/li>\n<li>\u63d0\u9ad8\u8c03\u7528\u7684\u786e\u5b9a\u6027<\/li>\n<\/ul>\n<p><strong>\u793a\u4f8b<\/strong>\uff1a<\/p>\n<pre><code>&quot;Use the test-runner subagent to fix failing tests&quot;\n&quot;\u8bf7\u4f7f\u7528\u4ee3\u7801\u5ba1\u67e5\u5b50\u4ee3\u7406\u68c0\u67e5\u8fd9\u6bb5\u4ee3\u7801&quot;\n<\/code><\/pre>\n<h4><span class=\"ez-toc-section\" id=\"%E4%BD%BF%E7%94%A8%E5%9C%BA%E6%99%AF\"><\/span>\u4f7f\u7528\u573a\u666f<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><strong>\u5178\u578b\u5e94\u7528\u573a\u666f<\/strong>\uff1a<\/p>\n<ol>\n<li><strong>\u4ee3\u7801\u5ba1\u67e5\u6d41\u7a0b<\/strong><\/li>\n<li><code>code-reviewer<\/code>\uff1a\u5ba1\u67e5\u4ee3\u7801\u8d28\u91cf\u548c\u89c4\u8303<\/li>\n<li><code>security-auditor<\/code>\uff1a\u68c0\u67e5\u5b89\u5168\u95ee\u9898<\/li>\n<li>\n<p><code>performance-analyzer<\/code>\uff1a\u5206\u6790\u6027\u80fd\u95ee\u9898<\/p>\n<\/li>\n<li>\n<p><strong>\u529f\u80fd\u5f00\u53d1\u6d41\u7a0b<\/strong><\/p>\n<\/li>\n<li><code>architect<\/code>\uff1a\u8bbe\u8ba1\u67b6\u6784\u548c\u63a5\u53e3<\/li>\n<li><code>implementer<\/code>\uff1a\u5b9e\u73b0\u5177\u4f53\u529f\u80fd<\/li>\n<li><code>tester<\/code>\uff1a\u7f16\u5199\u6d4b\u8bd5\u7528\u4f8b<\/li>\n<li>\n<p><code>documenter<\/code>\uff1a\u751f\u6210\u6587\u6863<\/p>\n<\/li>\n<li>\n<p><strong>Bug \u4fee\u590d\u6d41\u7a0b<\/strong><\/p>\n<\/li>\n<li><code>bug-analyzer<\/code>\uff1a\u5206\u6790\u95ee\u9898\u6839\u56e0<\/li>\n<li><code>fix-implementer<\/code>\uff1a\u5b9e\u73b0\u4fee\u590d\u65b9\u6848<\/li>\n<li><code>test-verifier<\/code>\uff1a\u9a8c\u8bc1\u4fee\u590d\u6548\u679c<\/li>\n<\/ol>\n<h3><\/h3>\n<h2><span class=\"ez-toc-section\" id=\"%E5%AE%9E%E8%B7%B5%E5%BA%94%E7%94%A8\"><\/span>\u5b9e\u8df5\u5e94\u7528<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%E6%B6%88%E6%81%AF%E7%B1%BB%E5%9E%8B\"><\/span>\u6d88\u606f\u7c7b\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5bf9\u8bdd\u901a\u5e38\u5305\u542b\u4e09\u79cd\u6d88\u606f\u7c7b\u578b\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6d88\u606f\u7c7b\u578b<\/th>\n<th>\u8bf4\u660e<\/th>\n<th>\u4f5c\u7528<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>System Message<\/strong><\/td>\n<td>\u7cfb\u7edf\u6d88\u606f<\/td>\n<td>\u8bbe\u7f6e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u89d2\u8272\u548c\u884c\u4e3a\uff0c\u5982\uff1a\u624b\u673a\u5bfc\u8d2d\u670d\u52a1\u5458\u3001\u7406\u8d22\u4e13\u5bb6\u3001\u8bc1\u5238\u5206\u6790\u5e08\u3001\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u7b49<\/td>\n<\/tr>\n<tr>\n<td><strong>User Message<\/strong><\/td>\n<td>\u7528\u6237\u6d88\u606f<\/td>\n<td>\u7528\u6237\u8f93\u5165\u7684\u95ee\u9898\u6216\u6307\u4ee4<\/td>\n<\/tr>\n<tr>\n<td><strong>Assistant Message<\/strong><\/td>\n<td>\u52a9\u624b\u6d88\u606f<\/td>\n<td>\u5927\u8bed\u8a00\u6a21\u578b\u8f93\u51fa\u7684\u7b54\u6848<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4><span class=\"ez-toc-section\" id=\"%E7%A4%BA%E4%BE%8B%E5%9C%BA%E6%99%AF\"><\/span>\u793a\u4f8b\u573a\u666f<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><strong>\u573a\u666f\u63cf\u8ff0<\/strong>\uff1a\u4f60\u662f\u4e00\u4e2a\u8bc1\u5238\u5206\u6790\u5e08\uff0c\u8bf7\u5206\u6790\u817e\u8baf\u516c\u53f8\u80a1\u7968\u7684\u5408\u7406\u4f30\u503c<\/p>\n<p><strong>\u6d88\u606f\u5206\u89e3<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>System Message<\/strong>\uff1a<code>\u4f60\u662f\u4e00\u4e2a\u8bc1\u5238\u5206\u6790\u5e08<\/code><\/li>\n<li><strong>User Message<\/strong>\uff1a<code>\u8bf7\u5206\u6790\u817e\u8baf\u516c\u53f8\u80a1\u7968\u7684\u5408\u7406\u4f30\u503c<\/code><\/li>\n<li><strong>Assistant Message<\/strong>\uff1a<code>\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8f93\u51fa<\/code><\/li>\n<\/ul>\n<blockquote>\n<p><strong>\u63d0\u793a<\/strong>\uff1aPrompt \u6a21\u677f\u4e3b\u8981\u8d1f\u8d23\u5927\u8bed\u8a00\u6a21\u578b\u89d2\u8272\u7684\u5b9a\u4e49<\/p>\n<\/blockquote>\n<h3><span class=\"ez-toc-section\" id=\"Prompt_%E7%BC%96%E5%86%99%E5%8E%9F%E5%88%99\"><\/span>Prompt \u7f16\u5199\u539f\u5219<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h4><span class=\"ez-toc-section\" id=\"%E5%8E%9F%E5%88%99%E4%B8%80%EF%BC%9A%E7%BC%96%E5%86%99%E6%B8%85%E6%99%B0%E3%80%81%E5%85%B7%E4%BD%93%E7%9A%84%E6%8C%87%E4%BB%A4\"><\/span>\u539f\u5219\u4e00\uff1a\u7f16\u5199\u6e05\u6670\u3001\u5177\u4f53\u7684\u6307\u4ee4<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<h5><span class=\"ez-toc-section\" id=\"1_%E4%BD%BF%E7%94%A8%E5%88%86%E9%9A%94%E7%AC%A6%E5%8C%BA%E5%88%86%E6%8C%87%E4%BB%A4%E5%92%8C%E4%B8%8A%E4%B8%8B%E6%96%87\"><\/span>1. \u4f7f\u7528\u5206\u9694\u7b26\u533a\u5206\u6307\u4ee4\u548c\u4e0a\u4e0b\u6587<span class=\"ez-toc-section-end\"><\/span><\/h5>\n<p><strong>\u274c \u4f18\u5316\u524d<\/strong>\uff1a<\/p>\n<pre><code>\u628a\u4e0b\u9762\u7684\u6587\u672c\u7ffb\u8bd1\u6210\u82f1\u6587\uff0c\u603b\u7ed3\u4e00\u4e0b\u4f1a\u8bae\u7eaa\u8981\n<\/code><\/pre>\n<p><strong>\u2705 \u4f18\u5316\u540e<\/strong>\uff1a<\/p>\n<pre><code>\u628a\u4e0b\u9762\u7684\u6587\u672c\u7ffb\u8bd1\u6210\u82f1\u6587\uff1a&quot;\u603b\u7ed3\u4e00\u4e0b\u4f1a\u8bae\u7eaa\u8981&quot;\n<\/code><\/pre>\n<p><strong>\u6539\u8fdb\u70b9<\/strong>\uff1a\u4f7f\u7528\u5f15\u53f7\u5206\u9694\u7b26\u660e\u786e\u533a\u5206\u4e86\u6307\u4ee4\u548c\u9700\u8981\u5904\u7406\u7684\u6587\u672c\u5185\u5bb9\u3002<\/p>\n<h5><span class=\"ez-toc-section\" id=\"2_%E6%8F%90%E4%BE%9B%E5%B0%91%E9%87%8F%E7%A4%BA%E4%BE%8B%EF%BC%8C%E6%98%8E%E7%A1%AE%E8%BE%93%E5%87%BA%E6%A0%BC%E5%BC%8F\"><\/span>2. \u63d0\u4f9b\u5c11\u91cf\u793a\u4f8b\uff0c\u660e\u786e\u8f93\u51fa\u683c\u5f0f<span class=\"ez-toc-section-end\"><\/span><\/h5>\n<p>\u901a\u8fc7\u793a\u4f8b\u8ba9\u6a21\u578b\u7406\u89e3\u671f\u671b\u7684\u8f93\u51fa\u683c\u5f0f\uff1a<\/p>\n<p><strong>\u793a\u4f8b 1<\/strong>\uff1a\u65f6\u95f4\u5b57\u7b26\u4e32\u683c\u5f0f<\/p>\n<pre><code>Python \u83b7\u53d6\u5f53\u524d\u65f6\u95f4\uff0c\u5e76\u8f93\u51fa\u5f53\u524d\u65f6\u95f4\u5b57\u7b26\u4e32\uff0c\u8f93\u51fa\u683c\u5f0f\u4f8b\u5b50\u5982\u4e0b\uff1a&quot;2025\/5\/26 11:44:30&quot;\n<\/code><\/pre>\n<p><strong>\u793a\u4f8b 2<\/strong>\uff1aJSON \u683c\u5f0f\uff08\u5b8c\u6574\u65f6\u95f4\uff09<\/p>\n<pre><code>Python \u83b7\u53d6\u5f53\u524d\u65f6\u95f4\uff0c\u5e76\u6309\u5e74\u3001\u6708\u3001\u65e5\u3001\u5c0f\u65f6\u3001\u5206\u949f\u3001\u79d2\u8f93\u51fa JSON \u683c\u5f0f\u7684\u5b57\u7b26\u4e32\n<\/code><\/pre>\n<p><strong>\u793a\u4f8b 3<\/strong>\uff1aJSON \u683c\u5f0f\uff08\u65e5\u671f\uff09<\/p>\n<pre><code>Python \u83b7\u53d6\u5f53\u524d\u65f6\u95f4\uff0c\u5e76\u6309\u5e74\u3001\u6708\u3001\u65e5\u8f93\u51fa JSON \u683c\u5f0f\u7684\u5b57\u7b26\u4e32\uff0c\u4f8b\u5b50\uff1a{&quot;y&quot;: 1998, &quot;m&quot;: 05, &quot;d&quot;: 20}\n<\/code><\/pre>\n<h4><span class=\"ez-toc-section\" id=\"%E5%8E%9F%E5%88%99%E4%BA%8C%EF%BC%9A%E7%BB%99%E6%A8%A1%E5%9E%8B%E6%97%B6%E9%97%B4%E5%8E%BB%E6%80%9D%E8%80%83\"><\/span>\u539f\u5219\u4e8c\uff1a\u7ed9\u6a21\u578b\u65f6\u95f4\u53bb\u601d\u8003<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<h5><span class=\"ez-toc-section\" id=\"%E6%8B%86%E8%A7%A3%E4%BB%BB%E5%8A%A1%E6%AD%A5%E9%AA%A4%EF%BC%8C%E5%BC%95%E5%AF%BC%E6%A8%A1%E5%9E%8B%E6%80%9D%E8%80%83\"><\/span>\u62c6\u89e3\u4efb\u52a1\u6b65\u9aa4\uff0c\u5f15\u5bfc\u6a21\u578b\u601d\u8003<span class=\"ez-toc-section-end\"><\/span><\/h5>\n<p>\u901a\u8fc7\u660e\u786e\u7684\u4efb\u52a1\u6b65\u9aa4\uff0c\u5e2e\u52a9\u6a21\u578b\u66f4\u597d\u5730\u7406\u89e3\u548c\u6267\u884c\u590d\u6742\u4efb\u52a1\u3002<\/p>\n<p><strong>\u274c \u793a\u4f8b 1\uff08\u7b80\u5355\u6307\u4ee4\uff09<\/strong>\uff1a<\/p>\n<pre><code>\u4ecb\u7ecd\u4e00\u4e0b\u817e\u8baf\u8fd9\u5bb6\u516c\u53f8\n<\/code><\/pre>\n<p><strong>\u2705 \u793a\u4f8b 2\uff08\u5206\u6b65\u9aa4\u6307\u4ee4\uff09<\/strong>\uff1a<\/p>\n<pre><code>\u4ecb\u7ecd\u4e00\u4e0b\u817e\u8baf\u8fd9\u5bb6\u516c\u53f8\uff0c\u5148\u4ecb\u7ecd\u817e\u8baf\u7684\u6838\u5fc3\u4e1a\u52a1\uff0c\u7136\u540e\u4ecb\u7ecd\u5404\u9879\u6838\u5fc3\u4e1a\u52a1\u7684\u8425\u6536\uff0c\u518d\u4ecb\u7ecd\u5404\u9879\u4e1a\u52a1\u7684\u5e02\u573a\u5360\u7528\u7387\u548c\u6392\u540d\uff0c\u6700\u540e\u7ed9\u51fa\u817e\u8baf\u516c\u53f8\u80a1\u4ef7\u7684\u5408\u7406\u4f30\u503c\n<\/code><\/pre>\n<p><strong>\u6539\u8fdb\u70b9<\/strong>\uff1a\u901a\u8fc7\u660e\u786e\u7684\u6b65\u9aa4\u5206\u89e3\uff0c\u5f15\u5bfc\u6a21\u578b\u6309\u7167\u903b\u8f91\u987a\u5e8f\u601d\u8003\uff0c\u8f93\u51fa\u66f4\u7ed3\u6784\u5316\u7684\u7ed3\u679c\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E7%9B%B8%E5%85%B3%E8%B5%84%E6%BA%90\"><\/span>\u76f8\u5173\u8d44\u6e90<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/platform.openai.com\/docs\/guides\/prompt-engineering\">OpenAI Prompt Engineering Guide<\/a><\/li>\n<li><a href=\"https:\/\/python.langchain.com\/docs\/modules\/model_io\/prompts\/\">LangChain Prompt Templates<\/a><\/li>\n<li><a href=\"https:\/\/cursor.com\/cn\/learn\/agents\">AI \u57fa\u7840<\/a><\/li>\n<li><a href=\"https:\/\/datawhalechina.github.io\/llm-cookbook\/#\/%E5%89%8D%E8%A8%80\">\u9762\u5411\u5f00\u53d1\u8005\u7684LLM\u5165\u95e8\u6559\u7a0b<\/a><\/li>\n<li><a href=\"https:\/\/agentskills.io\/home\">agentskills<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AI \u57fa\u7840 \u76ee\u5f55 AI \u57fa\u7840 \u76ee\u5f55 \u4eba\u5de5\u667a\u80fd\u7684\u6982\u5ff5 AI \u6a21\u578b\u5de5\u4f5c\u539f\u7406 \u786e\u5b9a\u6027 vs \u6982\u7387\u6027 \u6a21\u578b\u5c40\u9650\u6027 \u4e3a\u4ec0 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[],"blocksy_meta":[],"featured_image_urls":{"full":"","thumbnail":"","medium":"","medium_large":"","large":"","1536x1536":"","2048x2048":""},"post_excerpt_stackable":"<p>\u76ee\u5f55 Toggle AI \u57fa\u7840\u76ee\u5f55\u4eba\u5de5\u667a\u80fd\u7684\u6982\u5ff5AI \u6a21\u578b\u5de5\u4f5c\u539f\u7406\u786e\u5b9a\u6027 vs \u6982\u7387\u6027\u6a21\u578b\u5c40\u9650\u6027\u4e3a\u4ec0\u4e48\u6a21\u578b\u4f1a\u4ea7\u751f\u5e7b\u89c9\uff1f\u5176\u4ed6\u6a21\u578b\u7684\u5c40\u9650Token \u4e0e\u6210\u672cToken \u6982\u5ff5\u8ba1\u8d39\u65b9\u5f0f\u6d41\u5f0f\u54cd\u5e94\u4f18\u5316\u7b56\u7565\u5176\u5b83\u6838\u5fc3\u6982&hellip;<\/p>\n","category_list":"<a href=\"https:\/\/p.ixriver.com\/?cat=32\" rel=\"category\">AI<\/a>","author_info":{"name":"admin","url":"https:\/\/p.ixriver.com\/?author=1"},"comments_num":"0 comments","_links":{"self":[{"href":"https:\/\/p.ixriver.com\/index.php?rest_route=\/wp\/v2\/posts\/824"}],"collection":[{"href":"https:\/\/p.ixriver.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/p.ixriver.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/p.ixriver.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/p.ixriver.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=824"}],"version-history":[{"count":0,"href":"https:\/\/p.ixriver.com\/index.php?rest_route=\/wp\/v2\/posts\/824\/revisions"}],"wp:attachment":[{"href":"https:\/\/p.ixriver.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=824"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/p.ixriver.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=824"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/p.ixriver.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=824"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}