{"id":80778,"date":"2026-03-06T00:52:00","date_gmt":"2026-03-05T16:52:00","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/80778.html"},"modified":"2026-03-06T00:52:00","modified_gmt":"2026-03-05T16:52:00","slug":"ai%e5%8a%a9%e6%89%8b%e4%b8%93%e4%b8%9a%e8%83%bd%e5%8a%9b%e8%af%84%e4%bc%b0%e5%ae%9e%e6%88%98%ef%bc%9a%e6%9e%84%e5%bb%ba%e5%a4%9a%e7%bb%b4%e5%ba%a6agent-skills%e5%ba%a6%e9%87%8f%e4%bd%93%e7%b3%bb","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/80778.html","title":{"rendered":"AI\u52a9\u624b\u4e13\u4e1a\u80fd\u529b\u8bc4\u4f30\u5b9e\u6218\uff1a\u6784\u5efa\u591a\u7ef4\u5ea6Agent Skills\u5ea6\u91cf\u4f53\u7cfb"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/03\/20260305165159-69a9b4af2064c.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" 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\u5de5\u5177\u8c03\u7528(30%)<\/td>\n<td>\u591a\u6b65\u4efb\u52a1\u5b8c\u6210\u7387\u226580%<\/td>\n<td>API\u9650\u6d41\/\u8d85\u65f6\u5f02\u5e38\u5904\u7406<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&#x1f511; \u5173\u952e\u539f\u5219&#xff1a;\u6307\u6807\u5fc5\u987b\u4e0e\u4e1a\u52a1KPI\u6302\u94a9\u3002\u4f8b\u5982\u5ba2\u670d\u573a\u666f\u5e94\u8ffd\u8e2a\u201c\u9996\u6b21\u89e3\u51b3\u7387\u201d&#xff08;FCR&#xff09;&#xff0c;\u800c\u975e\u5355\u7eaf\u201c\u56de\u7b54\u957f\u5ea6\u201d\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/03\/20260305165159-69a9b4af5c667.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>\u4e09\u3001\u8bc4\u4f30\u65b9\u6cd5\u7ec4\u5408\u62f3&#xff1a;\u6548\u7387\u4e0e\u8d28\u91cf\u7684\u5e73\u8861\u672f<\/h2>\n<h3>3.1 \u81ea\u52a8\u5316\u6d4b\u8bd5&#xff08;\u8986\u76d680%\u5e38\u89c4\u573a\u666f&#xff09;<\/h3>\n<ul>\n<li>\u63a8\u8350\u5de5\u5177\u94fe&#xff1a;\n<ul>\n<li>langchain-evaluate&#xff08;v0.0.3&#043;&#xff0c;LangChain\u5b98\u65b9&#xff0c;GitHub 8.2k\u2605&#xff09;<\/li>\n<li>\u6807\u51c6\u6570\u636e\u96c6&#xff1a;MMLU&#xff08;\u591a\u5b66\u79d1\u7406\u89e3&#xff09;\u3001ToolBench&#xff08;\u5de5\u5177\u8c03\u7528\u57fa\u51c6&#xff09;<\/li>\n<\/ul>\n<\/li>\n<li>\u9002\u7528\u73af\u8282&#xff1a;CI\/CD\u56de\u5f52\u6d4b\u8bd5\u3001\u7248\u672c\u5bf9\u6bd4\u3001\u538b\u529b\u6d4b\u8bd5<\/li>\n<li>\u5c40\u9650\u63d0\u9192&#xff1a;\u65e0\u6cd5\u8bc4\u4f30\u60c5\u611f\u5171\u9e23\u3001\u521b\u9020\u6027\u7b49\u8f6f\u6027\u80fd\u529b<\/li>\n<\/ul>\n<h3>3.2 \u4eba\u5de5\u8bc4\u4f30&#xff08;\u805a\u712620%\u9ad8\u4ef7\u503c\u573a\u666f&#xff09;<\/h3>\n<ul>\n<li>\u7ed3\u6784\u5316\u8bc4\u5206\u8868\u793a\u4f8b&#xff1a;| \u8bc4\u4f30\u9879 | 5\u5206\u6807\u51c6 | 1\u5206\u7ea2\u7ebf | \u4e1a\u52a1\u6743\u91cd |<br \/>\n|&#8212;&#8212;&#8211;|&#8212;&#8212;&#8212;|&#8212;&#8212;&#8212;|&#8212;&#8212;&#8212;-|<br \/>\n| \u4fe1\u606f\u51c6\u786e\u6027 | \u5173\u952e\u6570\u636e\u96f6\u9519\u8bef | \u5b58\u5728\u4e8b\u5b9e\u6027\u9519\u8bef | 40% |<br \/>\n| \u5b89\u5168\u5408\u89c4 | \u65e0\u504f\u89c1\/\u6709\u5bb3\u5185\u5bb9 | \u89e6\u53d1\u5b89\u5168\u7b56\u7565 | 30% |<br \/>\n| \u54cd\u5e94\u6709\u7528\u6027 | \u8d85\u51fa\u7528\u6237\u9884\u671f | \u65e0\u5173\u6216\u6577\u884d\u56de\u7b54 | 30% |\n <\/li>\n<li>\u8d28\u91cf\u4fdd\u969c&#xff1a;\n<ul>\n<li>\u53cc\u76f2\u8bc4\u4f30&#xff08;\u8bc4\u4f30\u5458\u4e0d\u77e5\u6a21\u578b\u7248\u672c&#xff09;<\/li>\n<li>Krippendorff\u2019s Alpha\u4fe1\u5ea6\u7cfb\u6570 &gt;0.7&#xff08;\u9700\u22653\u540d\u8bc4\u4f30\u5458&#xff09;<\/li>\n<li>\u63d0\u4f9b\u6b63\/\u53cd\u4f8b\u8bf4\u660e&#xff08;\u907f\u514d\u4e3b\u89c2\u504f\u5dee&#xff09;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u2705 \u6700\u4f73\u5b9e\u8df5&#xff1a;\u81ea\u52a8\u5316\u6d4b\u8bd5\u7b5b\u9009\u51fa\u9519\u8bef\u7387&gt;15%\u7684\u7248\u672c\u540e&#xff0c;\u518d\u5bf9\u5269\u4f59\u7248\u672c\u8fdb\u884c\u4eba\u5de5\u6df1\u5ea6\u8bc4\u4f30&#xff0c;\u6210\u672c\u964d\u4f4e60%&#043;&#xff08;\u67d0\u7535\u5546\u56e2\u961f\u5b9e\u6d4b\u6570\u636e&#xff09;\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/03\/20260305165159-69a9b4af736aa.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>\u56db\u3001\u5b9e\u64cd&#xff1a;Python\u6784\u5efaAgent\u5de5\u5177\u8c03\u7528\u8bc4\u4f30\u6d41\u6c34\u7ebf<\/h2>\n<p>\u2705 \u53ef\u76f4\u63a5\u8fd0\u884c&#xff08;\u73af\u5883&#xff1a;Python\u22653.10&#xff0c;pip install langchain-evaluate&#061;&#061;0.0.3&#xff09; \u26a0\ufe0f \u6ce8\u610f&#xff1a;mock_agent_call\u9700\u66ff\u6362\u4e3a\u771f\u5b9eAgent API\u8c03\u7528\u903b\u8f91<\/p>\n<p><span class=\"token comment\"># agent_skill_eval.py<\/span><br \/>\n<span class=\"token keyword\">import<\/span> json<br \/>\n<span class=\"token keyword\">from<\/span> langchain_evaluate <span class=\"token keyword\">import<\/span> Evaluator<br \/>\n<span class=\"token keyword\">from<\/span> langchain_evaluate<span class=\"token punctuation\">.<\/span>metrics <span class=\"token keyword\">import<\/span> ToolCallAccuracy<span class=\"token punctuation\">,<\/span> ResponseLatency<\/p>\n<p><span class=\"token comment\"># \u6b65\u9aa41&#xff1a;\u6784\u5efa\u4e1a\u52a1\u76f8\u5173\u6d4b\u8bd5\u7528\u4f8b&#xff08;\u4ece\u7528\u6237\u65e5\u5fd7\u8131\u654f\u63d0\u53d6&#xff09;<\/span><br \/>\ntest_cases <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;input&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u660e\u5929\u4e0b\u53483\u70b9\u9884\u7ea63\u697c\u4f1a\u8bae\u5ba4B&#xff0c;\u65f6\u957f2\u5c0f\u65f6&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;expected_tool&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;calendar_api&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;expected_params&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;time&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u660e\u592915:00&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;room&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;B&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;duration&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">120<\/span><span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;input&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u67e5\u8be2\u7528\u6237ID 10086\u7684\u8ba2\u5355\u72b6\u6001&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;expected_tool&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;order_query_api&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;expected_params&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;user_id&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;10086&#034;<\/span><span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token comment\"># \u6b65\u9aa42&#xff1a;\u6a21\u62dfAgent\u54cd\u5e94&#xff08;\u5b9e\u9645\u9879\u76ee\u66ff\u6362\u4e3arequests\u8c03\u7528&#xff09;<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">mock_agent_call<\/span><span class=\"token punctuation\">(<\/span>user_query<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u8fd4\u56de\u683c\u5f0f\u9700\u4e0e\u8bc4\u4f30\u6307\u6807\u8981\u6c42\u4e00\u81f4&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token string\">&#034;\u4f1a\u8bae\u5ba4&#034;<\/span> <span class=\"token keyword\">in<\/span> user_query<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token string\">&#034;tool_name&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;calendar_api&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;parameters&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;time&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u660e\u592915:00&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;room&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;B&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;duration&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">120<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;response_time_ms&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">210<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;tool_name&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;order_query_api&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;parameters&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;user_id&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;10086&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;response_time_ms&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">350<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token comment\"># \u6b65\u9aa43&#xff1a;\u6267\u884c\u8bc4\u4f30\u5e76\u89e3\u6790\u7ed3\u679c<\/span><br \/>\nevaluator <span class=\"token operator\">&#061;<\/span> Evaluator<span class=\"token punctuation\">(<\/span><br \/>\n    model_callable<span class=\"token operator\">&#061;<\/span>mock_agent_call<span class=\"token punctuation\">,<\/span><br \/>\n    metrics<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><br \/>\n        ToolCallAccuracy<span class=\"token punctuation\">(<\/span>threshold<span class=\"token operator\">&#061;<\/span><span class=\"token number\">0.9<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># \u5de5\u5177\u8c03\u7528\u51c6\u786e\u7387\u9608\u503c90%<\/span><br \/>\n        ResponseLatency<span class=\"token punctuation\">(<\/span>unit<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;ms&#034;<\/span><span class=\"token punctuation\">,<\/span> max_acceptable<span class=\"token operator\">&#061;<\/span><span class=\"token number\">500<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u5ef6\u8fdf\u9608\u503c500ms<\/span><br \/>\n    <span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p>results <span class=\"token operator\">&#061;<\/span> evaluator<span class=\"token punctuation\">.<\/span>run<span class=\"token punctuation\">(<\/span>test_cases<span class=\"token punctuation\">)<\/span><br \/>\naccuracy <span class=\"token operator\">&#061;<\/span> results<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;tool_call_accuracy&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;score&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\nlatency_avg <span class=\"token operator\">&#061;<\/span> results<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;response_latency&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;mean&#034;<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token comment\"># \u6b65\u9aa44&#xff1a;\u751f\u6210\u53ef\u884c\u52a8\u7ed3\u8bba<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\\\\n<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;&#061;&#039;<\/span><span class=\"token operator\">*<\/span><span class=\"token number\">50<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u2705 \u8bc4\u4f30\u7ed3\u8bba | \u5de5\u5177\u8c03\u7528\u51c6\u786e\u7387: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>accuracy<span class=\"token operator\">*<\/span><span class=\"token number\">100<\/span><span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.1f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">% | \u5e73\u5747\u5ef6\u8fdf: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>latency_avg<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.0f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">ms&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;&#061;&#039;<\/span><span class=\"token operator\">*<\/span><span class=\"token number\">50<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> accuracy <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">0.9<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u26a0\ufe0f  \u3010\u884c\u52a8\u5efa\u8bae\u3011\u51c6\u786e\u7387\u672a\u8fbe\u9608\u503c&#xff01;\u68c0\u67e5&#xff1a;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;   &#8211; \u5de5\u5177\u9009\u62e9\u903b\u8f91\u662f\u5426\u8986\u76d6\u8fb9\u754c\u6848\u4f8b&#xff08;\u5982&#039;\u53d6\u6d88\u9884\u7ea6&#039;&#xff09;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;   &#8211; \u53c2\u6570\u89e3\u6790\u662f\u5426\u5904\u7406\u4e2d\u6587\u6570\u5b57\/\u6a21\u7cca\u65f6\u95f4&#xff08;&#039;\u540e\u5929\u4e0b\u5348&#039;&#xff09;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">if<\/span> latency_avg <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">500<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u26a0\ufe0f  \u3010\u884c\u52a8\u5efa\u8bae\u3011\u5ef6\u8fdf\u8d85\u6807<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>latency_avg<span class=\"token operator\">&#8211;<\/span><span class=\"token number\">500<\/span><span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.0f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">ms&#xff01;\u4f18\u5316\u65b9\u5411&#xff1a;&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;   &#8211; \u68c0\u67e5API\u8c03\u7528\u94fe\u8def&#xff08;\u7f51\u7edc\/\u7b2c\u4e09\u65b9\u670d\u52a1&#xff09;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;   &#8211; \u589e\u52a0\u8d85\u65f6\u7194\u65ad\u673a\u5236&#xff08;\u53c2\u8003&#xff1a;requests.timeout&#061;3&#xff09;&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u5178\u578b\u8f93\u51fa&#xff1a;<\/p>\n<p>&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\n\u2705 \u8bc4\u4f30\u7ed3\u8bba | \u5de5\u5177\u8c03\u7528\u51c6\u786e\u7387: 100.0% | \u5e73\u5747\u5ef6\u8fdf: 280ms<br \/>\n&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<\/p>\n<p>&#x1f50d; \u5de5\u7a0b\u5316\u63d0\u793a&#xff1a;<\/p>\n<ul>\n<li>\u6d4b\u8bd5\u7528\u4f8b\u5efa\u8bae\u4ece\u751f\u4ea7\u65e5\u5fd7\u8131\u654f\u63d0\u53d6&#xff08;\u8986\u76d6\u9ad8\u9891\/\u957f\u5c3e\u573a\u666f&#xff09;<\/li>\n<li>\u6269\u5c55SafetyScore\u6307\u6807\u9700\u63a5\u5165\u5185\u5bb9\u5b89\u5168API&#xff08;\u5982\u963f\u91cc\u4e91\u5185\u5bb9\u5b89\u5168&#xff09;<\/li>\n<li>\u8bc4\u4f30\u62a5\u544a\u5efa\u8bae\u5b58\u5165\u6570\u636e\u5e93&#xff0c;\u751f\u6210\u7248\u672c\u5bf9\u6bd4\u8d8b\u52bf\u56fe&#xff08;Matplotlib\u793a\u4f8b\u89c1\u5ef6\u4f38\u5b66\u4e60&#xff09;<\/li>\n<\/ul>\n<h2>\u4e94\u3001\u907f\u5751\u6307\u5357&#xff1a;5\u5927\u9ad8\u9891\u8bef\u533a\u4e0e\u89e3\u51b3\u65b9\u6848<\/h2>\n<table>\n<tr>\u8bef\u533a\u771f\u5b9e\u6848\u4f8b\u89e3\u51b3\u65b9\u6848<\/tr>\n<tbody>\n<tr>\n<td>\u6d4b\u8bd5\u96c6\u6cc4\u9732<\/td>\n<td>\u7528\u8bad\u7ec3\u6570\u636e\u5f53\u6d4b\u8bd5\u96c6&#xff0c;\u51c6\u786e\u7387\u865a\u9ad830%&#043;<\/td>\n<td>\u4e25\u683c\u6309\u65f6\u95f4\u7a97\u53e3\u5212\u5206&#xff08;\u5982T-7\u5929\u6570\u636e\u6d4bT\u65e5\u6a21\u578b&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u6307\u6807\u4e0e\u4e1a\u52a1\u8131\u8282<\/td>\n<td>\u8ffd\u6c42\u201c\u56de\u7b54\u957f\u5ea6\u201d\u5bfc\u81f4\u5ba2\u670d\u8bdd\u672f\u5197\u4f59<\/td>\n<td>\u4e0e\u4ea7\u54c1\u56e2\u961f\u5171\u5efa\u8bc4\u4f30\u76ee\u6807&#xff08;\u4f8b&#xff1a;FCR\u63d0\u53475%&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u5ffd\u7565\u957f\u5c3e\u573a\u666f<\/td>\n<td>\u672a\u6d4b\u8bd5\u201c\u590d\u5408\u6307\u4ee4\u201d&#xff08;\u201c\u8ba2\u673a\u7968\u5e76\u540c\u6b65\u65e5\u5386\u201d&#xff09;<\/td>\n<td>\u4ece\u7528\u6237\u53cd\u9988\u6316\u6398\u8fb9\u7f18\u6848\u4f8b&#xff0c;\u5360\u6bd4\u226515%<\/td>\n<\/tr>\n<tr>\n<td>\u4eba\u5de5\u8bc4\u4f30\u6807\u51c6\u6a21\u7cca<\/td>\n<td>\u8bc4\u4f30\u5458\u5bf9\u201c\u6709\u7528\u6027\u201d\u7406\u89e3\u5dee\u5f02\u5927<\/td>\n<td>\u63d0\u4f9b\u5e26\u6ce8\u91ca\u7684\u8bc4\u5206\u793a\u4f8b\u5e93&#xff08;\u542b5\u5206\/1\u5206\u6837\u4f8b&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u4e00\u6b21\u6027\u8bc4\u4f30<\/td>\n<td>\u4e0a\u7ebf\u540e\u80fd\u529b\u8870\u51cf\u65e0\u6cd5\u8ffd\u6eaf<\/td>\n<td>\u5efa\u7acbBaseline&#xff0c;\u6bcf\u6b21\u8fed\u4ee3\u8f93\u51fa\u0394\u6307\u6807\u62a5\u544a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&#x1f449; \u8bc4\u8bba\u533a\u4ea4\u6d41&#xff1a;<\/p>\n<li>\u4f60\u7684Agent\u8bc4\u4f30\u4e2d&#xff0c;\u54ea\u4e2a\u7ef4\u5ea6\u6700\u96be\u91cf\u5316&#xff1f;<\/li>\n<li>\u5982\u4f55\u4f4e\u6210\u672c\u83b7\u53d6\u9ad8\u8d28\u91cf\u4eba\u5de5\u8bc4\u4f30\u6570\u636e&#xff1f;<\/li>\n<li>\u662f\u5426\u9047\u5230\u8fc7\u201c\u6d4b\u8bd5\u901a\u8fc7\u4f46\u7ebf\u4e0a\u4e8b\u6545\u201d\u7684\u6848\u4f8b&#xff1f; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/03\/20260305165159-69a9b4af893e4.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/li>\n<h2>\u516d\u3001\u603b\u7ed3&#xff1a;\u8ba9\u8bc4\u4f30\u9a71\u52a8\u4ea7\u54c1\u8fdb\u5316<\/h2>\n<ul>\n<li>\u7ef4\u5ea6\u9009\u62e9&#xff1a;\u7d27\u6263\u4e1a\u52a1\u76ee\u6807&#xff0c;\u62d2\u7edd\u201c\u6307\u6807\u5806\u780c\u201d<\/li>\n<li>\u65b9\u6cd5\u7ec4\u5408&#xff1a;\u81ea\u52a8\u5316\u4fdd\u6548\u7387&#xff0c;\u4eba\u5de5\u8bc4\u4f30\u5b88\u5e95\u7ebf<\/li>\n<li>\u6301\u7eed\u8fed\u4ee3&#xff1a;\u8bc4\u4f30\u4e0d\u662f\u7ec8\u70b9&#xff0c;\u800c\u662f\u4f18\u5316\u5faa\u73af\u7684\u8d77\u70b9<\/li>\n<\/ul>\n<p>&#x1f31f; \u884c\u52a8\u53f7\u53ec&#xff1a;\u4ece\u4eca\u5929\u8d77&#xff0c;\u4e3a\u4f60\u7684Agent\u5efa\u7acb\u9996\u4e2a\u8bc4\u4f30\u57fa\u7ebf&#xff08;Baseline&#xff09;\u2014\u2014\u54ea\u6015\u53ea\u67095\u4e2a\u6838\u5fc3\u6d4b\u8bd5\u7528\u4f8b&#xff0c;\u4e5f\u6bd4\u201c\u611f\u89c9\u826f\u597d\u201d\u66f4\u53ef\u9760\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/03\/20260305165159-69a9b4af9ed56.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u9002\u7528\u4eba\u7fa4&#xff1a;\u5177\u5907Python\u57fa\u7840\u3001\u6b63\u5728\u5f00\u53d1\/\u4f18\u5316AI Agent\u4ea7\u54c1\u7684\u7b97\u6cd5\u5de5\u7a0b\u5e08\u3001\u6280\u672f\u8d1f\u8d23\u4eba&#xff1b;\u5173\u6ce8LLM&#xff08;Large Language Model&#xff0c;\u5927\u8bed\u8a00\u6a21\u578b&#xff09;\u8bc4\u4f30\u65b9\u6cd5\u7684\u6280\u672f\u51b3\u7b56\u8005\u3002\u5efa\u8bae\u5df2\u4e86\u89e3Prompt Engineering\u4e0e\u57fa\u7840API\u8c03\u7528\u903b\u8f91\u3002 \u6587\u7ae0\u76ee\u5f55\u4e00\u3001\u8bc4\u4f30\u7f3a\u5931&#xff1a;\u5f53\u201c\u611f\u89c9\u4e0d\u9519\u201d\u6210\u4e3a\u552f\u4e00\u6807\u51c6\u4e8c\u3001Agent Skills\u8bc4\u4f30\u56db\u7ef4\u6846\u67b6&#xff08;\u9644\u4e1a\u52a1\u6620\u5c04\u8868&#xff09;\u4e09\u3001\u8bc4\u4f30\u65b9<\/p>\n","protected":false},"author":2,"featured_media":80771,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[9089,9088,7482,74,50],"topic":[],"class_list":["post-80778","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-9089","tag-9088","tag-7482","tag-agent","tag-50"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI\u52a9\u624b\u4e13\u4e1a\u80fd\u529b\u8bc4\u4f30\u5b9e\u6218\uff1a\u6784\u5efa\u591a\u7ef4\u5ea6Agent Skills\u5ea6\u91cf\u4f53\u7cfb - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/80778.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI\u52a9\u624b\u4e13\u4e1a\u80fd\u529b\u8bc4\u4f30\u5b9e\u6218\uff1a\u6784\u5efa\u591a\u7ef4\u5ea6Agent Skills\u5ea6\u91cf\u4f53\u7cfb - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u672c\u6587\u9002\u7528\u4eba\u7fa4&#xff1a;\u5177\u5907Python\u57fa\u7840\u3001\u6b63\u5728\u5f00\u53d1\/\u4f18\u5316AI Agent\u4ea7\u54c1\u7684\u7b97\u6cd5\u5de5\u7a0b\u5e08\u3001\u6280\u672f\u8d1f\u8d23\u4eba&#xff1b;\u5173\u6ce8LLM&#xff08;Large Language Model&#xff0c;\u5927\u8bed\u8a00\u6a21\u578b&#xff09;\u8bc4\u4f30\u65b9\u6cd5\u7684\u6280\u672f\u51b3\u7b56\u8005\u3002\u5efa\u8bae\u5df2\u4e86\u89e3Prompt Engineering\u4e0e\u57fa\u7840API\u8c03\u7528\u903b\u8f91\u3002 \u6587\u7ae0\u76ee\u5f55\u4e00\u3001\u8bc4\u4f30\u7f3a\u5931&#xff1a;\u5f53\u201c\u611f\u89c9\u4e0d\u9519\u201d\u6210\u4e3a\u552f\u4e00\u6807\u51c6\u4e8c\u3001Agent Skills\u8bc4\u4f30\u56db\u7ef4\u6846\u67b6&#xff08;\u9644\u4e1a\u52a1\u6620\u5c04\u8868&#xff09;\u4e09\u3001\u8bc4\u4f30\u65b9\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/80778.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-03-05T16:52:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/03\/20260305165159-69a9b4af2064c.png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" 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