{"id":28268,"date":"2025-11-28T10:01:39","date_gmt":"2025-11-28T02:01:39","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=28268"},"modified":"2025-11-28T10:01:39","modified_gmt":"2025-11-28T02:01:39","slug":"langchain%e6%ad%a3%e5%bc%8f%e5%ae%a3%e5%b8%83%ef%bc%8cdeep-agents%e5%85%a8%e9%9d%a2%e6%94%af%e6%8c%81skills%ef%bc%8c%e9%80%9a%e7%94%a8ai%e4%bb%a3%e7%90%86%e7%9a%84%e6%96%b0%e8%8c%83%e5%bc%8f%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/11\/28\/28268\/","title":{"rendered":"Langchain\u6b63\u5f0f\u5ba3\u5e03\uff0cDeep Agents\u5168\u9762\u652f\u6301Skills\uff0c\u901a\u7528AI\u4ee3\u7406\u7684\u65b0\u8303\u5f0f\uff1f"},"content":{"rendered":"
Skills\u7cfb\u7edf\u7684\u5f15\u5165\uff0c\u6807\u5fd7\u7740AI\u4ee3\u7406\u4ece”\u5de5\u5177\u96c6\u5408”\u5411”\u80fd\u529b\u7cfb\u7edf”\u7684\u8f6c\u53d8\u3002\u8fd9\u79cd\u8f6c\u53d8\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u6548\u7387\uff0c\u8fd8\u4e3a\u4ee3\u7406\u7684\u6301\u7eed\u5b66\u4e60\u548c\u80fd\u529b\u6269\u5c55\u6253\u5f00\u4e86\u65b0\u7684\u53ef\u80fd\u6027\u3002<\/div>\n
\n
\n

Anthropic\u6700\u8fd1\u5f15\u5165\u4e86\u4e00\u4e2a\u6709\u8da3\u7684\u6982\u5ff5\uff1aagent skills\uff08\u4ee3\u7406\u6280\u80fd\uff09\u3002<\/p>\n

\u7b80\u5355\u6765\u8bf4\uff0cskills\u5c31\u662f\u4e00\u4e2a\u5305\u542bSKILL.md\u6587\u4ef6\u7684\u6587\u4ef6\u5939\uff0c\u4ee5\u53ca\u76f8\u5173\u7684\u6587\u6863\u6216\u811a\u672c\u3002\u4ee3\u7406\u53ef\u4ee5\u52a8\u6001\u53d1\u73b0\u5e76\u52a0\u8f7d\u8fd9\u4e9bskills\uff0c\u4ece\u800c\u5728\u7279\u5b9a\u4efb\u52a1\u4e0a\u8868\u73b0\u66f4\u597d\u3002<\/p>\n

\u73b0\u5728\uff0cdeepagents-CLI\u4e5f\u652f\u6301\u4e86\u8fd9\u4e2a\u529f\u80fd\u3002<\/p>\n

\u901a\u7528\u4ee3\u7406\u7684\u5d1b\u8d77<\/h4>\n

\u50cfClaude Code\u548cManus\u8fd9\u6837\u7684\u901a\u7528\u4ee3\u7406\u5df2\u7ecf\u83b7\u5f97\u4e86\u5e7f\u6cdb\u91c7\u7528\u3002<\/p>\n

\u867d\u7136\u6211\u4eec\u53ef\u80fd\u671f\u671b\u901a\u7528\u4ee3\u7406\u4f7f\u7528\u5f88\u591a\u5de5\u5177\uff0c\u4f46\u4e00\u4e2a\u4ee4\u4eba\u60ca\u8bb6\u7684\u8d8b\u52bf\u51fa\u73b0\u4e86\uff1a\u5b83\u4eec\u4f7f\u7528\u7684\u5de5\u5177\u6570\u91cf\u975e\u5e38\u5c11\u3002Claude Code\u5927\u7ea6\u4f7f\u7528\u5341\u51e0\u4e2a\u5de5\u5177\uff0c\u800cManus\u4f7f\u7528\u7684\u5de5\u5177\u4e0d\u523020\u4e2a\u3002<\/p>\n

\u901a\u7528\u4ee3\u7406\u5982\u4f55\u80fd\u591f\u7528\u8fd9\u4e48\u5c11\u7684\u5de5\u5177\u5b8c\u6210\u5404\u79cd\u4efb\u52a1\uff1f<\/p>\n

\u5173\u952e\u5728\u4e8e\u7ed9\u4ee3\u7406\u63d0\u4f9b\u8ba1\u7b97\u673a\u8bbf\u95ee\u6743\u9650\u3002\u6709\u4e86bash\u548c\u6587\u4ef6\u7cfb\u7edf\u5de5\u5177\uff0c\u4ee3\u7406\u53ef\u4ee5\u50cf\u4eba\u7c7b\u4e00\u6837\u6267\u884c\u64cd\u4f5c\uff0c\u800c\u4e0d\u9700\u8981\u4e3a\u6bcf\u4e2a\u4efb\u52a1\u90fd\u51c6\u5907\u4e13\u95e8\u7684\u7ed1\u5b9a\u5de5\u5177\u3002<\/p>\n

deepagents\u8fd9\u4e2a\u5f00\u6e90\u4ee3\u7406\u6846\u67b6\u5c31\u5e94\u7528\u4e86\u8fd9\u4e9b\u539f\u5219\uff0c\u5b83\u63d0\u4f9b\u4e86\u6587\u4ef6\u7cfb\u7edf\u64cd\u4f5c\u548c\u4ee3\u7801\u6267\u884c\u80fd\u529b\u3002\u4f60\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u6210\u4e00\u4e2a\u80fd\u591f\u76f4\u63a5\u64cd\u4f5c\u4f60\u7535\u8111\u7684AI\u52a9\u624b\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u5e26Skills\u7684\u901a\u7528\u4ee3\u7406<\/h4>\n

\u90a3\u4e48\uff0c\u5de5\u5177\u6570\u91cf\u5f88\u5c11\u7684\u901a\u7528\u4ee3\u7406\u5982\u4f55\u6267\u884c\u591a\u6837\u5316\u7684\u64cd\u4f5c\uff1f\u5728<\/p>\n

\u6700\u8fd1\u7684\u4e00\u6b21\u7f51\u7edc\u7814\u8ba8\u4f1a\u4e0a\uff0cManus\u56e2\u961f\u8ba8\u8bba\u4e86\u4e00\u79cd\u65b9\u6cd5\uff1a\u5c06\u64cd\u4f5c\u4ece\u5de5\u5177\u5378\u8f7d\u5230\u6587\u4ef6\u7cfb\u7edf\u3002<\/p>\n

\u4e0e\u5176\u63d0\u4f9b\u8bb8\u591a\u5de5\u5177\uff0c\u4e0d\u5982\u7ed9\u4ee3\u7406\u4e00\u4e2a\u8ba1\u7b97\u673a\uff0c\u4ee5\u53ca\u7528\u4e8e\u5404\u79cd\u64cd\u4f5c\u7684\u811a\u672c\u548c\u6307\u4ee4\u3002\u4ee3\u7406\u53ea\u9700\u8981\u4f7f\u7528\u6587\u4ef6\u7cfb\u7edf\u548cshell\u5de5\u5177\uff0c\u5c31\u80fd\u901a\u8fc7\u8fd9\u4e9b\u8d44\u6e90\u6267\u884c\u8bb8\u591a\u64cd\u4f5c\u3002<\/p>\n

Anthropic\u7684\u6280\u80fd\u7cfb\u7edf\u6b63\u662f\u9075\u5faa\u4e86\u540c\u6837\u7684\u6a21\u5f0f\u3002\u6280\u80fd\u5c31\u662f\u4e00\u7cfb\u5217\u6587\u4ef6\u5939\u7684\u96c6\u5408\uff0c\u6bcf\u4e2a\u6587\u4ef6\u5939\u5305\u542b\u4e00\u4e2aSKILL.md\u6587\u4ef6\uff0c\u8fd9\u4e2a\u6587\u4ef6\u5305\u542bYAML\u524d\u7f6e\u5143\u6570\u636e\u548cMarkdown\u683c\u5f0f\u7684\u6307\u4ee4\u3002\u8fd9\u79cd\u8bbe\u8ba1\u8ba9\u6280\u80fd\u53d8\u5f97\u6a21\u5757\u5316\u4e14\u6613\u4e8e\u7ba1\u7406\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

Skills\u7684\u4e24\u5927\u4f18\u52bf<\/h4>\n

\u4e0e\u4f20\u7edf\u5de5\u5177\u76f8\u6bd4\uff0c\u6280\u80fd\u7cfb\u7edf\u6709\u4e24\u4e2a\u663e\u8457\u4f18\u52bf\u3002<\/p>\n

\u7b2c\u4e00\u4e2a\u4f18\u52bf\u662ftoken\u6548\u7387\u3002\u6280\u80fd\u91c7\u7528\u6e10\u8fdb\u5f0f\u62ab\u9732\u673a\u5236\u3002<\/p>\n

\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u53ea\u52a0\u8f7dYAML\u524d\u7f6e\u5143\u6570\u636e\uff1b\u4ee3\u7406\u53ea\u6709\u5728\u9700\u8981\u65f6\u624d\u4f1a\u8bfb\u53d6\u5b8c\u6574\u7684SKILL.md\u6587\u4ef6\u3002\u800c\u4f20\u7edf\u5de5\u5177\u9700\u8981\u5728\u4e0a\u4e0b\u6587\u4e2d\u9884\u5148\u52a0\u8f7d\u6240\u6709\u5b9a\u4e49\uff0c\u8fd9\u53ef\u80fd\u4f1a\u8ba9\u4e0a\u4e0b\u6587\u7a97\u53e3\u53d8\u5f97\u81c3\u80bf\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u7b2c\u4e8c\u4e2a\u4f18\u52bf\u662f\u964d\u4f4e\u8ba4\u77e5\u8d1f\u62c5\u3002<\/p>\n

\u4ee3\u7406\u8c03\u7528\u4e00\u5c0f\u90e8\u5206\u539f\u5b50\u5de5\u5177\uff0c\u800c\u4e0d\u662f\u5728\u5927\u91cf\u53ef\u80fd\u91cd\u53e0\u7684\u5de5\u5177\u4e2d\u5bfc\u822a\u2014\u2014\u8fd9\u662f\u5bfc\u81f4\u4e0a\u4e0b\u6587\u6df7\u4e71\u7684\u5e38\u89c1\u539f\u56e0\u3002Skills\u7cfb\u7edf\u5c06\u64cd\u4f5c\u7f16\u7801\u4e3a\u6587\u4ef6\uff0c\u8ba9\u4ee3\u7406\u80fd\u591f\u66f4\u6e05\u6670\u5730\u7406\u89e3\u548c\u4f7f\u7528\u5404\u79cd\u80fd\u529b\u3002<\/p>\n

\"\u56fe\u7247\"<\/p>\n

Skills\u7cfb\u7edf\u5e26\u6765\u7684\u80fd\u529b\u8fdc\u4e0d\u6b62\u51cf\u5c11token\u4f7f\u7528\u3002\u6b63\u5982Anthropic\u7684Barry Zhang\u6240\u63d0\u5230\u7684\uff0cSkills\u662f\u671d\u7740\u6301\u7eed\u5b66\u4e60\u8fc8\u51fa\u7684\u4e00\u6b65\u3002<\/p>\n

\u4ee3\u7406\u53ef\u4ee5\u5728\u9047\u5230\u65b0\u4efb\u52a1\u65f6\u52a8\u6001\u521b\u5efa\u65b0\u6280\u80fd\u3002\u6280\u80fd\u4e5f\u5f88\u5bb9\u6613\u5728\u4ee3\u7406\u4e4b\u95f4\u5171\u4eab\uff0c\u5e76\u4e14\u53ef\u4ee5\u5728\u4f1a\u8bdd\u4e2d\u7ec4\u5408\u4f7f\u7528\uff0c\u5141\u8bb8\u4ee3\u7406\u6839\u636e\u9700\u8981\u5f15\u5165\u591a\u4e2a\u6280\u80fd\u3002<\/p>\n

Deep Agents CLI + SKills<\/h4>\n

deepagent-CLI\u662f\u4e00\u4e2a\u5f00\u6e90\u7f16\u7801\u52a9\u624b\uff0c\u53ef\u4ee5\u50cfClaude Code\u4e00\u6837\u4f7f\u7528\u4f60\u7684\u672c\u5730\u6587\u4ef6\u7cfb\u7edf\u3002<\/p>\n

\u73b0\u5728\uff0cdeepagent-CLI\u6dfb\u52a0\u4e86\u6280\u80fd\u652f\u6301\uff0c\u8fd9\u4f7f\u5f97\u4f7f\u7528\u5927\u91cf\u4e0d\u65ad\u589e\u957f\u7684\u516c\u5171\u6280\u80fd\u96c6\u5408\u6210\u4e3a\u53ef\u80fd\u3002<\/p>\n

\u4f7f\u7528\u8d77\u6765\u975e\u5e38\u7b80\u5355\u3002\u53ea\u9700\u8981\u4e3a\u4f60\u7684\u4ee3\u7406\u521b\u5efa\u4e00\u4e2a\u6280\u80fd\u6587\u4ef6\u5939\uff0c\u7136\u540e\u4ece\u6211\u4eec\u7684\u4ed3\u5e93\u590d\u5236\u4efb\u4f55\u793a\u4f8b\u6280\u80fd\uff1a<\/p>\n

\u2022\u00a0mkdir -p ~\/.deepagents\/agent\/skills<\/strong>\u00a0– \u521b\u5efa\u6280\u80fd\u76ee\u5f55<\/p>\n

\u2022\u00a0cp -r examples\/skills\/web-research ~\/.deepagents\/agent\/skills\/<\/strong>\u00a0– \u590d\u5236\u793a\u4f8b\u6280\u80fd<\/p>\n

\u8fd9\u4e9b\u6280\u80fd\u4f1a\u5728deepagent CLI\u542f\u52a8\u65f6\u9ed8\u8ba4\u52a0\u8f7d\uff0c\u4f60\u53ef\u4ee5\u901a\u8fc7\u5728\u7ec8\u7aef\u4e2d\u8fd0\u884cdeepagents skills list\u6765\u67e5\u770b\u6240\u6709\u53ef\u7528\u6280\u80fd\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u5f53\u4f60\u7ed9deepagents\u53d1\u9001\u4e0e\u4efb\u4f55\u6280\u80fd\u76f8\u5173\u7684\u8bf7\u6c42\u65f6\uff0c\u5b83\u4f1a\u81ea\u52a8\u8bfb\u53d6\u76f8\u5173\u7684SKILL.md\u6587\u4ef6\u5e76\u6267\u884c\u8be5\u6280\u80fd\u3002\u8fd9\u79cd\u8bbe\u8ba1\u8ba9\u4ee3\u7406\u80fd\u591f\u6839\u636e\u4efb\u52a1\u9700\u6c42\u7075\u6d3b\u5730\u52a0\u8f7d\u548c\u4f7f\u7528\u4e0d\u540c\u7684\u80fd\u529b\uff0c\u800c\u4e0d\u9700\u8981\u9884\u5148\u52a0\u8f7d\u6240\u6709\u53ef\u80fd\u7528\u5230\u7684\u5de5\u5177\u5b9a\u4e49\u3002<\/p>\n

Skills\u7cfb\u7edf\u7684\u5f15\u5165\uff0c\u6807\u5fd7\u7740AI\u4ee3\u7406\u4ece”\u5de5\u5177\u96c6\u5408”\u5411”\u80fd\u529b\u7cfb\u7edf”\u7684\u8f6c\u53d8\u3002\u8fd9\u79cd\u8f6c\u53d8\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u6548\u7387\uff0c\u8fd8\u4e3a\u4ee3\u7406\u7684\u6301\u7eed\u5b66\u4e60\u548c\u80fd\u529b\u6269\u5c55\u6253\u5f00\u4e86\u65b0\u7684\u53ef\u80fd\u6027\u3002<\/p>\n

\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n

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Skills\u7cfb\u7edf\u7684\u5f15\u5165\uff0c\u6807\u5fd7\u7740AI\u4ee3\u7406\u4ece”\u5de5\u5177\u96c6\u5408”\u5411”\u80fd\u529b\u7cfb\u7edf&#822 […]<\/p>\n

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