{"id":104130,"date":"2026-09-11T21:49:08","date_gmt":"2026-09-11T13:49:08","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/104130.html"},"modified":"2026-09-11T21:49:08","modified_gmt":"2026-09-11T13:49:08","slug":"thinkai-agent-%e4%b8%8e-skill-%e5%ae%9e%e6%88%98%ef%bc%9a%e5%a4%9a%e6%ad%a5%e4%bb%bb%e5%8a%a1%e7%9a%84%e7%bc%96%e6%8e%92%e4%b8%8e%e9%81%bf%e5%9d%91","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/104130.html","title":{"rendered":"ThinkAi Agent \u4e0e Skill \u5b9e\u6218\uff1a\u591a\u6b65\u4efb\u52a1\u7684\u7f16\u6392\u4e0e\u907f\u5751"},"content":{"rendered":"<h2>ThinkAi Agent \u4e0e Skill \u5b9e\u6218&#xff1a;\u591a\u6b65\u4efb\u52a1\u7684\u7f16\u6392\u4e0e\u907f\u5751<\/h2>\n<p>\u4e1a\u52a1\u65b9\u521a\u63d0\u4e86\u4e2a\u9700\u6c42&#xff1a;\u8981\u628a\u201c\u67e5\u5929\u6c14\u3001\u627e\u653b\u7565\u3001\u51fa\u884c\u7a0b\u201d\u4e32\u6210\u4e00\u4e2a\u81ea\u52a8\u5316\u6d41\u7a0b&#xff0c;\u76f4\u63a5\u8ba9\u5927\u6a21\u578b\u5199\u4ee3\u7801\u8981\u4e48\u5e7b\u89c9\u4e25\u91cd&#xff0c;\u8981\u4e48\u6b65\u9aa4\u4e71\u98de\u3002\u4e4b\u524d\u7528\u539f\u751f LLM API \u786c\u62fc Prompt&#xff0c;\u6bcf\u6b21\u6a21\u578b\u6389\u94fe\u5b50\u90fd\u5f88\u96be\u6392\u67e5\u662f\u54ea\u4e00\u6b65\u51fa\u4e86\u95ee\u9898\u3002\u540e\u6765\u8bd5\u4e86 ThinkAi \u7684 Agent &#043; Skill \u65b9\u6848&#xff0c;\u53d1\u73b0\u628a\u80fd\u529b\u62c6\u6210\u72ec\u7acb\u63d2\u4ef6\u786e\u5b9e\u80fd\u7a33\u4f4f\u8f93\u51fa\u3002<\/p>\n<hr \/>\n<h3>\u4e00\u3001\u4e3a\u4ec0\u4e48\u9700\u8981 Skill&#xff1f;\u76f4\u63a5\u8c03\u7528\u5927\u6a21\u578b\u4e0d\u591f\u5417&#xff1f;<\/h3>\n<p>\u5927\u6a21\u578b\u64c5\u957f\u8bed\u4e49\u7406\u89e3\u548c\u751f\u6210&#xff0c;\u4f46\u4e0d\u64c5\u957f\u7cbe\u786e\u6267\u884c\u3002\u6bd4\u5982\u201c\u67e5\u8be2\u4eca\u5929\u5317\u4eac\u5929\u6c14\u201d&#xff0c;\u6a21\u578b\u53ef\u80fd\u7f16\u9020\u4e00\u4e2a\u7b54\u6848&#xff0c;\u56e0\u4e3a\u5b83\u672c\u8d28\u4e0a\u662f\u4e2a\u6982\u7387\u751f\u6210\u5668&#xff0c;\u6ca1\u6709\u201c\u83b7\u53d6\u5b9e\u65f6\u6570\u636e\u201d\u7684\u80fd\u529b\u3002<\/p>\n<p>Skill \u7684\u672c\u8d28\u662f\u7ed9\u6a21\u578b\u88c5\u201c\u624b\u811a\u201d\u3002\u6bcf\u4e2a Skill \u662f\u4e00\u6bb5\u5c01\u88c5\u597d\u7684 Java\/Python \u4ee3\u7801&#xff0c;\u6a21\u578b\u53ea\u9700\u8981\u51b3\u5b9a\u201c\u8c03\u54ea\u4e2a Skill\u3001\u4f20\u4ec0\u4e48\u53c2\u6570\u201d&#xff0c;\u6267\u884c\u7ed3\u679c\u518d\u7531\u6a21\u578b\u6574\u5408\u8fdb\u6700\u7ec8\u56de\u7b54\u3002<\/p>\n<p>ThinkAi \u6846\u67b6\u5c06\u8fd9\u79cd\u80fd\u529b\u62bd\u8c61\u4e3a\u4e24\u4e2a\u6838\u5fc3\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>Agent&#xff1a;\u4efb\u52a1\u7f16\u6392\u8005&#xff0c;\u8d1f\u8d23\u7406\u89e3\u610f\u56fe\u3001\u62c6\u89e3\u6b65\u9aa4\u3001\u8c03\u5ea6 Skill<\/li>\n<li>Skill&#xff1a;\u53ef\u590d\u7528\u7684\u5de5\u5177\u6a21\u5757&#xff0c;\u5b9e\u73b0\u5177\u4f53\u4e1a\u52a1\u903b\u8f91<\/li>\n<\/ul>\n<hr \/>\n<h3>\u4e8c\u3001\u539f\u7406&#xff1a;Agent \u5982\u4f55\u5206\u6b65\u6267\u884c\u591a\u6b65\u9aa4\u4efb\u52a1<\/h3>\n<p>ThinkAi \u7684 Agent \u91c7\u7528\u5178\u578b\u7684 ReAct&#xff08;Reasoning &#043; Acting&#xff09;\u6a21\u5f0f&#xff1a;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260911134905-6aa406d12c7c9.jpg\" alt=\"\u793a\u610f\u56fe\" style=\"max-width:100%;border-radius:8px;margin:16px 0\" \/><\/p>\n<p>&#096;&#096;&#096;\u7528\u6237\u8bf7\u6c42 \u2192 Agent \u89e3\u6790\u610f\u56fe \u2192 \u9009\u62e9 Skill \u2192 \u6267\u884c\u5e76\u83b7\u53d6\u7ed3\u679c\u2192 \u5224\u65ad\u662f\u5426\u5b8c\u6210 \u2192 \u5faa\u73af\u76f4\u5230\u7ed3\u675f \u2192 \u8fd4\u56de\u6700\u7ec8\u56de\u7b54&#096;&#096;&#096;<\/p>\n<p>\u6bcf\u4e00\u6b65\u6a21\u578b\u90fd\u4f1a\u8f93\u51fa\u601d\u8003\u8fc7\u7a0b&#xff08;\u53ef\u9009&#xff09;&#xff0c;\u8fd9\u5728\u6392\u67e5\u95ee\u9898\u65f6\u975e\u5e38\u6709\u7528\u3002<\/p>\n<h4>\u914d\u7f6e\u793a\u4f8b&#xff08;Spring Boot &#043; ThinkAi&#xff09;<\/h4>\n<p>\u5148\u5b9a\u4e49\u4e00\u4e2a Skill&#xff0c;\u6bd4\u5982\u67e5\u8be2\u5929\u6c14&#xff1a;<\/p>\n<p>&#096;&#096;&#096;java&#064;Component&#064;Skill(name &#061; &#034;weather_query&#034;, description &#061; &#034;\u67e5\u8be2\u6307\u5b9a\u57ce\u5e02\u7684\u5b9e\u65f6\u5929\u6c14&#034;)public class WeatherSkill implements ISkill {<\/p>\n<p>&#064;Overridepublic String execute(Map params) {String city &#061; (String) params.get(&#034;city&#034;);\/\/ \u5b9e\u9645\u9879\u76ee\u4e2d\u8c03\u7528\u7b2c\u4e09\u65b9\u5929\u6c14 APIreturn &#034;{\\\\&#034;city\\\\&#034;: \\\\&#034;&#034; &#043; city &#043; &#034;\\\\&#034;, \\\\&#034;temp\\\\&#034;: \\\\&#034;23\u00b0C\\\\&#034;, \\\\&#034;weather\\\\&#034;: \\\\&#034;\u6674\\\\&#034;}&#034;;}}&#096;&#096;&#096;<\/p>\n<p>\u518d\u5b9a\u4e49\u7b2c\u4e8c\u4e2a Skill&#xff0c;\u7528\u4e8e\u751f\u6210\u884c\u7a0b\u6458\u8981&#xff1a;<\/p>\n<p>&#096;&#096;&#096;java&#064;Component&#064;Skill(name &#061; &#034;itinerary_generate&#034;, description &#061; &#034;\u6839\u636e\u5929\u6c14\u548c\u666f\u70b9\u751f\u6210\u4e00\u65e5\u884c\u7a0b\u5efa\u8bae&#034;)public class ItinerarySkill implements ISkill {<\/p>\n<p>&#064;Overridepublic String execute(Map params) {String weatherInfo &#061; (String) params.get(&#034;weather_info&#034;);String attraction &#061; (String) params.get(&#034;attraction&#034;);\/\/ \u62fc\u88c5\u63d0\u793a\u8bcd\u8c03\u7528 LLM \u751f\u6210\u884c\u7a0breturn &#034;\u57fa\u4e8e\u5929\u6c14&#034; &#043; weatherInfo &#043; &#034;&#xff0c;\u63a8\u8350\u524d\u5f80&#034; &#043; attraction &#043; &#034;&#xff0c;\u5efa\u8bae\u51fa\u884c\u65f6\u95f4&#8230;&#034;;}}&#096;&#096;&#096;<\/p>\n<p>\u7136\u540e\u914d\u7f6e Agent&#xff0c;\u8ba9\u5b83\u81ea\u52a8\u7f16\u6392\u8fd9\u4e24\u4e2a Skill&#xff1a;<\/p>\n<p>&#096;&#096;&#096;yamlthinkai:agents:travel-assistant:model: gpt-4oskills:<\/p>\n<ul>\n<li>weather_query<\/li>\n<li>itinerary_generate<\/li>\n<\/ul>\n<p>workflow: sequential  # \u987a\u5e8f\u6267\u884c&#xff0c;\u4e5f\u53ef\u9009 parallel\/reasoningprompt: |\u4f60\u662f\u4e00\u4e2a\u65c5\u884c\u52a9\u624b\u3002\u8bf7\u6839\u636e\u7528\u6237\u8f93\u5165\u7684\u57ce\u5e02&#xff0c;\u5148\u67e5\u8be2\u5929\u6c14&#xff0c;\u518d\u7ed3\u5408\u8457\u540d\u666f\u70b9\u751f\u6210\u4e00\u65e5\u6e38\u5efa\u8bae\u3002&#096;&#096;&#096;<\/p>\n<p>\u8c03\u7528\u65b9\u5f0f&#xff1a;<\/p>\n<p>&#096;&#096;&#096;java&#064;Autowiredprivate AgentTemplate agentTemplate;<\/p>\n<p>public String handleTravelRequest(String city) {Map context &#061; new HashMap&lt;&gt;();context.put(&#034;city&#034;, city);<\/p>\n<p>\/\/ Agent \u81ea\u52a8\u62c6\u89e3&#xff1a;\u67e5\u5929\u6c14 \u2192 \u751f\u6210\u884c\u7a0breturn agentTemplate.execute(&#034;travel-assistant&#034;, context);}&#096;&#096;&#096;<\/p>\n<hr \/>\n<h3>\u4e09\u3001\u5751\u4e0e\u6700\u4f73\u5b9e\u8df5<\/h3>\n<h4>\u5751 1&#xff1a;Skill \u8fd4\u56de\u683c\u5f0f\u4e0d\u7a33\u5b9a<\/h4>\n<p>\u6a21\u578b\u8c03\u7528 Skill \u540e&#xff0c;\u8fd4\u56de\u7684 JSON \u53ef\u80fd\u7f3a\u5b57\u6bb5\u3002\u5efa\u8bae\u5728 Skill \u5c42\u505a\u6570\u636e\u6821\u9a8c&#xff0c;\u6216\u8005\u5728 Prompt \u4e2d\u660e\u786e\u7ea6\u675f\u8fd4\u56de\u683c\u5f0f\u3002<\/p>\n<h4>\u5751 2&#xff1a;\u5e76\u884c Skill \u7684\u987a\u5e8f\u4f9d\u8d56<\/h4>\n<p>\u5982\u679c Step B \u4f9d\u8d56 Step A \u7684\u7ed3\u679c&#xff0c;\u5343\u4e07\u522b\u7528 parallel \u6a21\u5f0f\u3002ThinkAi \u652f\u6301 sequential&#xff08;\u987a\u5e8f&#xff09;\u548c reasoning&#xff08;\u5e26\u601d\u8003\u94fe\u7684\u987a\u5e8f&#xff09;&#xff0c;\u590d\u6742\u573a\u666f\u63a8\u8350\u7528 reasoning&#xff0c;\u80fd\u770b\u5230\u6a21\u578b\u7684\u4e2d\u95f4\u63a8\u7406\u8fc7\u7a0b\u3002<\/p>\n<h4>\u5751 3&#xff1a;Skill \u5f02\u5e38\u5bfc\u81f4\u6574\u4e2a Agent \u5d29\u6e83<\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260911134907-6aa406d33fa0b.jpg\" alt=\"\u793a\u610f\u56fe\" style=\"max-width:100%;border-radius:8px;margin:16px 0\" \/><\/p>\n<p>\u7ed9\u6bcf\u4e2a Skill \u52a0 try-catch&#xff0c;\u8fd4\u56de\u9519\u8bef\u7801\u800c\u975e\u629b\u51fa\u5f02\u5e38&#xff0c;\u5426\u5219 Agent \u4f1a\u76f4\u63a5\u4e2d\u65ad&#xff1a;<\/p>\n<p>&#096;&#096;&#096;java&#064;Overridepublic String execute(Map params) {try {return doExecute(params);} catch (Exception e) {return &#034;{\\\\&#034;error\\\\&#034;: true, \\\\&#034;message\\\\&#034;: \\\\&#034;\u6280\u80fd\u6267\u884c\u5931\u8d25: &#034; &#043; e.getMessage() &#043; &#034;\\\\&#034;}&#034;;}}&#096;&#096;&#096;<\/p>\n<h4>\u6700\u4f73\u5b9e\u8df5&#xff1a;Skill \u7c92\u5ea6\u63a7\u5236<\/h4>\n<ul>\n<li>\u4e00\u4e2a Skill \u53ea\u505a\u4e00\u4ef6\u4e8b&#xff0c;\u4e0d\u8981\u585e\u592a\u6742\u7684\u903b\u8f91<\/li>\n<li>Skill \u547d\u540d\u8981\u51c6\u786e\u53cd\u6620\u529f\u80fd&#xff0c;\u6a21\u578b\u9760 description \u51b3\u5b9a\u662f\u5426\u8c03\u7528<\/li>\n<li>\u9ad8\u9891\u590d\u7528\u7684 Skill \u8003\u8651\u7f13\u5b58\u7ed3\u679c&#xff0c;\u907f\u514d\u91cd\u590d\u8c03\u7528\u5916\u90e8 API<\/li>\n<\/ul>\n<hr \/>\n<h3>\u56db\u3001\u4e0e\u82e5\u4f9d\u3001SpringAI \u539f\u751f\u7684\u5bf9\u6bd4<\/h3>\n<p>| \u7ef4\u5ea6 | ThinkAi | SpringAI \u539f\u751f | \u82e5\u4f9d AI \u6269\u5c55 ||&#8212;&#8212;|&#8212;&#8212;&#8212;|&#8212;&#8212;&#8212;&#8212;&#8211;|&#8212;&#8212;&#8212;&#8212;-|| Skill \u6ce8\u518c\u65b9\u5f0f | \u6ce8\u89e3\u9a71\u52a8&#xff0c;\u5f00\u7bb1\u5373\u7528 | \u9700\u624b\u52a8\u914d\u7f6e Bean | \u65e0\u7edf\u4e00\u6807\u51c6 || Agent \u7f16\u6392 | \u5185\u7f6e workflow \u652f\u6301 | \u9700\u81ea\u884c\u5b9e\u73b0\u5faa\u73af\u903b\u8f91 | \u4f9d\u8d56\u7b2c\u4e09\u65b9\u5e93 || \u914d\u7f6e\u590d\u6742\u5ea6 | \u4f4e&#xff0c;YAML \u5373\u53ef | \u4e2d\u9ad8 | \u4e2d || \u591a\u6b65\u9aa4\u8c03\u8bd5 | \u652f\u6301\u67e5\u770b\u4e2d\u95f4\u63a8\u7406 | \u65e0\u5185\u7f6e\u652f\u6301 | \u65e0 |<\/p>\n<p>\u5982\u679c\u4f60\u5df2\u7ecf\u5728\u7528 ThinkBoot \u6216 ThinkBootCloud \u505a\u540e\u53f0\u7cfb\u7edf&#xff0c;\u63a5\u5165 ThinkAi \u7684 Agent \u80fd\u529b\u975e\u5e38\u5e73\u6ed1&#xff0c;\u56e0\u4e3a\u5e95\u5c42\u5171\u4eab\u4e86\u76f8\u540c\u7684\u4f9d\u8d56\u7ba1\u7406\u548c\u914d\u7f6e\u4f53\u7cfb\u3002\u5f00\u6e90\u4ed3\u5e93\u5728 [GitHub hongxinge](https:\/\/github.com\/hongxinge) \u548c [Gitee hongxinge](https:\/\/gitee.com\/hongxinge)&#xff0c;\u6587\u6863\u91cc\u4e5f\u6709\u66f4\u591a Skill \u793a\u4f8b\u3002<\/p>\n<hr \/>\n<p>\u603b\u7ed3&#xff1a;ThinkAi \u7684 Agent &#043; Skill \u6a21\u5f0f\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u300c\u53ef\u63a7\u7684\u5206\u6b65\u6267\u884c\u300d\u3002\u5b83\u4e0d\u662f\u66ff\u4ee3\u5927\u6a21\u578b&#xff0c;\u800c\u662f\u7ed9\u5927\u6a21\u578b\u88c5\u4e0a\u7cbe\u51c6\u7684\u5de5\u5177&#xff0c;\u8ba9\u590d\u6742\u4efb\u52a1\u4ece\u300c\u9760\u8fd0\u6c14\u300d\u53d8\u6210\u300c\u9760\u6d41\u7a0b\u300d\u3002\u5bf9\u4e8e\u6709\u591a\u6b21 API \u8c03\u7528\u3001\u6570\u636e\u805a\u5408\u9700\u6c42\u7684\u573a\u666f&#xff0c;\u8fd9\u4e2a\u65b9\u6848\u503c\u5f97\u4f18\u5148\u8003\u8651\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>ThinkAi Agent \u4e0e Skill 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