{"id":45426,"date":"2026-04-15T22:19:59","date_gmt":"2026-04-15T14:19:59","guid":{"rendered":"https:\/\/nuoya.nuoyayasuo.top\/index.php\/2026\/04\/15\/skillattack%ef%bc%9a%e9%9d%a2%e5%90%91agent-skill%e7%9a%84%e8%87%aa%e5%8a%a8%e5%8c%96%e9%aa%8c%e8%af%81%e7%ba%a2%e9%98%9f%e6%a1%86%e6%9e%b6\/"},"modified":"2026-04-15T22:19:59","modified_gmt":"2026-04-15T14:19:59","slug":"skillattack%ef%bc%9a%e9%9d%a2%e5%90%91agent-skill%e7%9a%84%e8%87%aa%e5%8a%a8%e5%8c%96%e9%aa%8c%e8%af%81%e7%ba%a2%e9%98%9f%e6%a1%86%e6%9e%b6","status":"publish","type":"post","link":"https:\/\/nuoya.nuoyayasuo.top\/index.php\/2026\/04\/15\/skillattack%ef%bc%9a%e9%9d%a2%e5%90%91agent-skill%e7%9a%84%e8%87%aa%e5%8a%a8%e5%8c%96%e9%aa%8c%e8%af%81%e7%ba%a2%e9%98%9f%e6%a1%86%e6%9e%b6\/","title":{"rendered":"SkillAttack\uff1a\u9762\u5411Agent Skill\u7684\u81ea\u52a8\u5316\u9a8c\u8bc1\u7ea2\u961f\u6846\u67b6"},"content":{"rendered":"\n<p>\u8fc7\u53bb\u4e00\u6bb5\u65f6\u95f4\uff0c\u56f4\u7ed5 Agent \u5b89\u5168\u7684\u8ba8\u8bba\uff0c\u5f88\u591a\u90fd\u96c6\u4e2d\u5728\u63d0\u793a\u6ce8\u5165\u3001\u5de5\u5177\u6ee5\u7528\u3001\u8d8a\u6743\u8c03\u7528\u8fd9\u4e9b\u95ee\u9898\u4e0a\u3002\u4f46\u5982\u679c\u628a\u89c6\u89d2\u518d\u5f80\u524d\u63a8\u4e00\u6b65\uff0c\u4f1a\u53d1\u73b0\u4e00\u4e2a\u66f4\u68d8\u624b\u7684\u95ee\u9898\uff1a<strong>\u98ce\u9669\u4e0d\u4e00\u5b9a\u6765\u81ea\u201c\u6076\u610f skill\u201d\uff0c\u4e5f\u53ef\u80fd\u6765\u81ea\u201c\u770b\u8d77\u6765\u6b63\u5e38\u3001\u4f46\u672c\u8eab\u5e26\u6d1e\u7684 skill\u201d<\/strong>\u3002<\/p>\n<p>\u4eca\u5929\u8981\u8bb2\u7684\u8fd9\u7bc7\u8bba\u6587\uff0c\u5173\u6ce8\u7684\u6b63\u662f\u8fd9\u4e2a\u70b9\u3002\u4f5c\u8005\u63d0\u51fa\u4e86\u4e00\u4e2a\u81ea\u52a8\u5316\u7ea2\u961f\u6846\u67b6 <strong>SkillAttack<\/strong>\uff0c\u76ee\u6807\u4e0d\u662f\u5f80 skill \u91cc\u585e\u6076\u610f\u6307\u4ee4\uff0c\u4e5f\u4e0d\u662f\u7b80\u5355\u6d4b\u4e00\u8f6e jailbreak\uff0c\u800c\u662f\u53bb\u56de\u7b54\u4e00\u4e2a\u66f4\u63a5\u8fd1\u771f\u5b9e\u653b\u9632\u7684\u95ee\u9898\uff1a<\/p>\n<p><strong>\u5f53\u4e00\u4e2a Agent skill \u672c\u8eab\u6ca1\u6709\u88ab\u6295\u6bd2\uff0c\u53ea\u662f\u5185\u90e8\u5b58\u5728\u6f5c\u5728\u6f0f\u6d1e\u65f6\uff0c\u653b\u51fb\u8005\u80fd\u4e0d\u80fd\u53ea\u9760\u63d0\u793a\u8bcd\uff0c\u628a\u5b83\u4e00\u6b65\u6b65\u8bf1\u5bfc\u5230\u5371\u9669\u884c\u4e3a\u4e0a\uff1f<\/strong><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/f043a3e6a1cfe43f25b4141fae873dae.png\" alt=\"SkillAttack\uff1a\u9762\u5411Agent Skill\u7684\u81ea\u52a8\u5316\u9a8c\u8bc1\u7ea2\u961f\u6846\u67b6\"\/><\/p>\n<p>https:\/\/arxiv.org\/pdf\/2604.04989<\/p>\n<p>\u4ece\u8fd9\u4e2a\u610f\u4e49\u4e0a\u8bf4\uff0cSkillAttack \u8ba8\u8bba\u7684\u5df2\u7ecf\u4e0d\u662f\u201c\u6076\u610f skill \u6ce8\u5165\u201d\uff0c\u800c\u662f <strong>skill \u6f0f\u6d1e\u7684\u53ef\u5229\u7528\u6027\u9a8c\u8bc1<\/strong>\u3002\u8fd9\u4e5f\u662f\u5b83\u548c\u5f88\u591a\u5df2\u6709\u5de5\u4f5c\u6700\u5927\u7684\u4e0d\u540c\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/d8b9bc4ebbee07968be2bb83f31167c9.png\" alt=\"SkillAttack\uff1a\u9762\u5411Agent Skill\u7684\u81ea\u52a8\u5316\u9a8c\u8bc1\u7ea2\u961f\u6846\u67b6\"\/><\/p>\n<p>\u8fd9\u4e2a\u98ce\u9669\u80fd\u4e0d\u80fd\u88ab\u6253\u7a7f<\/p>\n<p>\u4f5c\u8005\u6307\u51fa\uff0c\u5f53\u524d\u5f88\u591a\u5173\u4e8e skill \u5b89\u5168\u7684\u7814\u7a76\uff0c\u4e3b\u8981\u8fd8\u662f\u4e24\u6761\u8def\u7ebf\u3002<\/p>\n<p>\u4e00\u6761\u662f<strong>\u76f4\u63a5\u5f80 skill \u6587\u4ef6\u91cc\u6ce8\u5165\u6076\u610f\u6307\u4ee4<\/strong>\uff0c\u6bd4\u5982\u5728 skill \u63cf\u8ff0\u3001\u811a\u672c\u6216\u8d44\u6e90\u6587\u4ef6\u91cc\u85cf prompt injection\u3002\u8fd9\u7c7b\u653b\u51fb\u786e\u5b9e\u5371\u9669\uff0c\u4f46\u4e5f\u6709\u4e2a\u660e\u663e\u95ee\u9898\uff1a\u5b83\u5f80\u5f80\u5e26\u6709\u6bd4\u8f83\u7a81\u5140\u7684\u6076\u610f\u75d5\u8ff9\uff0c\u6bd4\u8f83\u5bb9\u6613\u88ab\u9759\u6001\u5ba1\u8ba1\u8bc6\u522b\u3002\u53e6\u4e00\u6761\u662f<strong>\u9759\u6001\u626b\u63cf skill \u7684\u4ee3\u7801\u548c\u8bf4\u660e\u6587\u4ef6<\/strong>\uff0c\u627e\u51fa\u6f5c\u5728\u6f0f\u6d1e\uff0c\u4f46\u5b83\u53ea\u80fd\u544a\u8bc9\u4f60\u201c\u8fd9\u91cc\u53ef\u80fd\u6709\u95ee\u9898\u201d\uff0c\u5374\u5f88\u96be\u56de\u7b54\u201c\u653b\u51fb\u8005\u5230\u5e95\u80fd\u4e0d\u80fd\u4ece\u7528\u6237\u8f93\u5165\u4e00\u8def\u6253\u5230\u5371\u9669\u64cd\u4f5c\u201d\u3002<\/p>\n<p>SkillAttack \u5c31\u662f\u4e3a\u8865\u8fd9\u4e2a\u7a7a\u767d\u63d0\u51fa\u6765\u7684\u3002\u8bba\u6587\u7684\u6838\u5fc3\u5224\u65ad\u5f88\u76f4\u63a5\uff1a<\/p>\n<p><strong>\u5728\u5f00\u653e\u7684 skill \u751f\u6001\u91cc\uff0c\u771f\u6b63\u5371\u9669\u7684\uff0c\u4e0d\u53ea\u662f\u90a3\u4e9b\u660e\u663e\u5e26\u6bd2\u7684 skill\uff0c\u66f4\u5305\u62ec\u90a3\u4e9b\u8868\u9762\u6b63\u5e38\u3001\u529f\u80fd\u5408\u6cd5\u3001\u4f46\u5185\u90e8\u85cf\u7740\u5de5\u7a0b\u6027\u6f0f\u6d1e\u7684 skill\u3002<\/strong> \u8fd9\u4e9b\u6f0f\u6d1e\u53ef\u80fd\u662f\u786c\u7f16\u7801\u51ed\u8bc1\u3001\u654f\u611f\u6570\u636e\u5916\u4f20\u94fe\u8def\u3001\u8d8a\u6743\u80fd\u529b\u3001\u811a\u672c\u6267\u884c\u63a5\u53e3\u3001\u5916\u90e8\u7f51\u7edc\u8bf7\u6c42\u7b49\u3002\u653b\u51fb\u8005\u4e0d\u9700\u8981\u6539 skill\uff0c\u53ea\u9700\u8981\u8bbe\u8ba1\u597d\u63d0\u793a\u8bcd\uff0c\u5c31\u53ef\u80fd\u628a\u8fd9\u4e9b\u6f5c\u5728\u6f0f\u6d1e\u5229\u7528\u8d77\u6765\u3002<\/p>\n<p>\u8fd9\u4ef6\u4e8b\u4e3a\u4ec0\u4e48\u91cd\u8981\uff1f\u56e0\u4e3a\u5b83\u66f4\u8d34\u8fd1\u73b0\u5b9e\u3002\u5f00\u653e skill \u6ce8\u518c\u8868\u6b63\u5728\u8d8a\u6765\u8d8a\u50cf\u8f6f\u4ef6\u5305\u751f\u6001\uff1a\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u53d1\u5e03\u3001\u5206\u4eab\u3001\u590d\u7528 skill\uff0c\u751f\u6001\u4f1a\u8fc5\u901f\u7e41\u8363\uff0c\u4f46\u5ba1\u6838\u96be\u5ea6\u4e5f\u4f1a\u540c\u6b65\u4e0a\u5347\u3002\u8bba\u6587\u5c31\u5728 OpenClaw \u6846\u67b6\u4e0a\u505a\u5b9e\u9a8c\uff0c\u5e76\u628a ClawHub \u8fd9\u7c7b\u516c\u5f00 skill registry \u5f53\u4f5c\u73b0\u5b9e\u653b\u51fb\u9762\u7684\u4ee3\u8868\u3002<\/p>\n<p>\u628a\u653b\u51fb\u5efa\u6a21\u6210\u201c\u8def\u5f84\u641c\u7d22\u201d<\/p>\n<p>\u5982\u679c\u7528\u4e00\u53e5\u8bdd\u6982\u62ec SkillAttack \u7684\u65b9\u6cd5\uff0c\u90a3\u5c31\u662f\uff1a<\/p>\n<p><strong>\u5b83\u4e0d\u662f\u5728\u731c\u4e00\u53e5\u201c\u6700\u6bd2\u7684\u63d0\u793a\u8bcd\u201d\uff0c\u800c\u662f\u5728\u641c\u7d22\u4e00\u6761\u4ece\u7528\u6237\u8f93\u5165\u5230\u5371\u9669\u6267\u884c\u7684\u653b\u51fb\u8def\u5f84\u3002<\/strong><\/p>\n<p>\u8bba\u6587\u628a\u8fd9\u5957\u65b9\u6cd5\u62c6\u6210\u4e86\u4e09\u4e2a\u9636\u6bb5\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/c531af180d28e4a7bcc3bc1234d86a2e.png\" alt=\"SkillAttack\uff1a\u9762\u5411Agent Skill\u7684\u81ea\u52a8\u5316\u9a8c\u8bc1\u7ea2\u961f\u6846\u67b6\"\/><\/p>\n<p>\u7b2c\u4e00\u6b65\uff1a\u5148\u5ba1 skill\uff0c\u627e\u51fa\u771f\u6b63\u53ef\u80fd\u88ab\u5229\u7528\u7684\u653b\u51fb\u9762<\/p>\n<p>SkillAttack \u7684\u7b2c\u4e00\u9636\u6bb5\u53eb <strong>Skill Vulnerability Analysis\uff0c<\/strong>\u5b83\u4f1a\u540c\u65f6\u770b skill \u7684\u8bf4\u660e\u6587\u4ef6\u548c\u5b9e\u73b0\u4ee3\u7801\uff0c\u628a\u4e00\u4e2a skill \u62c6\u6210\u51e0\u4e2a\u5173\u952e\u90e8\u5206\uff1a<\/p>\n<p>\u4e00\u7c7b\u662f<strong>\u653b\u51fb\u8005\u53ef\u63a7\u8f93\u5165<\/strong>\uff0c\u4e5f\u5c31\u662f\u7528\u6237\u901a\u8fc7 prompt \u80fd\u5f71\u54cd\u4ec0\u4e48\uff1b<\/p>\n<p>\u4e00\u7c7b\u662f<strong>\u654f\u611f\u64cd\u4f5c<\/strong>\uff0c\u6bd4\u5982\u8bfb\u6587\u4ef6\u3001\u53d1\u8bf7\u6c42\u3001\u5199\u811a\u672c\u3001\u6267\u884c\u547d\u4ee4\u3001\u8c03\u7528\u5916\u90e8 API\uff1b<\/p>\n<p>\u8fd8\u6709\u4e00\u7c7b\u662f<strong>\u5019\u9009\u6f0f\u6d1e<\/strong>\uff0c\u4e5f\u5c31\u662f\u4ece\u8fd9\u4e9b\u8f93\u5165\u5230\u654f\u611f\u64cd\u4f5c\u4e4b\u95f4\uff0c\u54ea\u4e9b\u94fe\u8def\u53ef\u80fd\u5b58\u5728\u5b89\u5168\u95ee\u9898\u3002<\/p>\n<p>\u8bba\u6587\u8fd9\u91cc\u501f\u7528\u4e86\u4e00\u4e2a agent-as-judge \u5ba1\u8ba1\u6846\u67b6 A.I.G\uff0c\u7531\u5ba1\u8ba1\u6a21\u578b\u53bb\u540c\u65f6\u8bfb instruction interface \u548c implementation code\uff0c\u7136\u540e\u62bd\u51fa\u653b\u51fb\u9762\u3002\u6700\u7ec8\uff0c\u4e00\u4e2a\u6f0f\u6d1e\u5019\u9009\u4f1a\u88ab\u8868\u793a\u6210\u6bd4\u8f83\u7ed3\u6784\u5316\u7684\u4fe1\u606f\uff1a<\/p>\n<p>\u5b83\u5c5e\u4e8e\u4ec0\u4e48\u98ce\u9669\u7c7b\u578b\uff0c\u653b\u51fb\u8005\u80fd\u63a7\u5236\u4ec0\u4e48\u8f93\u5165\uff0c\u4f1a\u7ecf\u8fc7\u54ea\u4e9b\u654f\u611f\u64cd\u4f5c\uff0c\u9700\u8981\u6ee1\u8db3\u4ec0\u4e48\u89e6\u53d1\u6761\u4ef6\u3002<\/p>\n<p>\u8fd9\u4e00\u6b65\u5f88\u50cf\u4f20\u7edf\u5b89\u5168\u91cc\u7684\u201c\u6f0f\u6d1e\u6316\u6398\u201d\uff0c\u4f46\u533a\u522b\u5728\u4e8e\u5b83\u4e0d\u662f\u53ea\u76ef\u4ee3\u7801\uff0c\u800c\u662f\u628a <strong>\u81ea\u7136\u8bed\u8a00\u8bf4\u660e\u3001\u6267\u884c\u811a\u672c\u3001\u5916\u90e8\u8d44\u6e90\u3001Agent \u4f7f\u7528\u65b9\u5f0f<\/strong> \u5168\u90fd\u653e\u8fdb\u6765\u4e00\u8d77\u770b\u3002\u56e0\u4e3a\u5728 skill \u4f53\u7cfb\u91cc\uff0c\u771f\u6b63\u7684\u653b\u51fb\u9762\u672c\u6765\u5c31\u662f\u201c\u6307\u4ee4+\u4ee3\u7801+\u5de5\u4f5c\u6d41\u201d\u6df7\u5728\u4e00\u8d77\u7684\u3002<\/p>\n<p>\u7b2c\u4e8c\u6b65\uff1a\u4e0d\u662f\u6311\u4e00\u4e2a\u70b9\u731b\u6253\uff0c\u800c\u662f\u5e76\u884c\u751f\u6210\u591a\u6761\u653b\u51fb\u8def\u5f84<\/p>\n<p>\u8bc6\u522b\u5b8c\u6f0f\u6d1e\u9762\u4e4b\u540e\uff0cSkillAttack \u8fdb\u5165\u7b2c\u4e8c\u9636\u6bb5\uff1a<strong>Surface-Parallel Attack Generation<\/strong>\u3002<\/p>\n<p>\u8fd9\u4e2a\u9636\u6bb5\u6700\u6709\u610f\u601d\u7684\u5730\u65b9\u5728\u4e8e\uff0c\u5b83\u4e0d\u662f\u53ea\u9009\u4e00\u4e2a\u6f0f\u6d1e\u5c1d\u8bd5\u653b\u51fb\uff0c\u800c\u662f\u4f1a\u56f4\u7ed5\u591a\u4e2a\u5019\u9009\u653b\u51fb\u9762\uff0c<strong>\u5e76\u884c\u6784\u9020\u591a\u6761\u653b\u51fb\u8def\u5f84<\/strong>\u3002<\/p>\n<p>\u8fd9\u91cc\u7684\u201c\u653b\u51fb\u8def\u5f84\u201d\u53ef\u4ee5\u7406\u89e3\u6210\u4e00\u6761\u6267\u884c\u94fe\uff1a<\/p>\n<p><strong>\u7528\u6237\u63d0\u793a\u8bcd \u2192 agent \u5982\u4f55\u7406\u89e3\u4efb\u52a1 \u2192 \u662f\u5426\u89e6\u53d1 skill \u2192 \u662f\u5426\u8c03\u7528\u5177\u4f53\u811a\u672c\u6216\u8d44\u6e90 \u2192 \u662f\u5426\u6267\u884c\u654f\u611f\u64cd\u4f5c \u2192 \u662f\u5426\u843d\u5230\u4e0d\u5b89\u5168\u7ed3\u679c\u3002<\/strong><\/p>\n<p>\u7136\u540e\uff0c\u6846\u67b6\u4f1a\u56f4\u7ed5\u8fd9\u6761\u8def\u5f84\u751f\u6210\u4e00\u4e2a\u5bf9\u5e94\u7684\u5bf9\u6297 prompt\u3002\u8fd9\u4e2a prompt \u5e76\u4e0d\u4e00\u5b9a\u957f\u5f97\u5f88\u201c\u6076\u610f\u201d\uff0c\u5f88\u591a\u65f6\u5019\u5b83\u53cd\u800c\u4f1a\u5305\u88c5\u6210\u5408\u89c4\u5ba1\u67e5\u3001\u914d\u7f6e\u68c0\u67e5\u3001\u811a\u672c\u6392\u969c\u3001\u4e1a\u52a1\u6838\u5bf9\u8fd9\u7c7b\u770b\u4e0a\u53bb\u5408\u7406\u7684\u4efb\u52a1\u8bf7\u6c42\u3002\u8bba\u6587\u91cc\u5c24\u5176\u5f3a\u8c03\uff0c\u5f88\u591a\u5371\u9669\u94fe\u8def\u5e76\u4e0d\u662f\u9760\u4e00\u53e5\u7c97\u66b4\u7684\u8d8a\u72f1\u63d0\u793a\u76f4\u63a5\u89e6\u53d1\u7684\uff0c\u800c\u662f\u8981\u987a\u7740 agent \u7684\u5de5\u4f5c\u6d41\u4e00\u70b9\u70b9\u628a\u5b83\u5f15\u5230\u76ee\u6807\u4f4d\u7f6e\u3002<\/p>\n<p>\u8fd9\u4e00\u70b9\u5176\u5b9e\u5f88\u5173\u952e\u3002<\/p>\n<p>\u56e0\u4e3a\u5230\u4e86 Agent \u573a\u666f\u91cc\uff0c\u95ee\u9898\u65e9\u5c31\u4e0d\u662f\u201c\u6a21\u578b\u4f1a\u4e0d\u4f1a\u76f4\u63a5\u56de\u7b54\u5371\u9669\u5185\u5bb9\u201d\u8fd9\u4e48\u7b80\u5355\u4e86\u3002\u771f\u6b63\u7684\u98ce\u9669\u5728\u4e8e\uff1a<strong>\u5b83\u4f1a\u4e0d\u4f1a\u771f\u7684\u53bb\u505a\u4e8b\u3002<\/strong><\/p>\n<p><strong>\u6bd4\u5982\u53bb\u6253\u5f00\u76ee\u5f55\u3001\u8bfb\u53d6\u811a\u672c\u3001\u8f93\u51fa credential\u3001\u5411\u5916\u53d1\u8bf7\u6c42\u3001\u6267\u884c\u4fee\u6539\u64cd\u4f5c\u2014\u2014\u8fd9\u4e9b\u90fd\u5c5e\u4e8e\u6267\u884c\u5c42\u9762\u7684\u98ce\u9669\uff0c\u4e0d\u662f\u53ea\u770b\u6a21\u578b\u5634\u4e0a\u8bf4\u4ec0\u4e48\u5c31\u80fd\u5224\u65ad\u7684\u3002<\/strong><\/p>\n<p>\u7b2c\u4e09\u6b65\uff1a\u771f\u6b63\u62c9\u5f00\u5dee\u8ddd\u7684\uff0c\u662f\u201c\u6267\u884c\u53cd\u9988\u9a71\u52a8\u201d\u7684\u591a\u8f6e\u4fee\u6b63<\/p>\n<p>SkillAttack \u6700\u6838\u5fc3\u7684\u90e8\u5206\uff0c\u662f\u7b2c\u4e09\u9636\u6bb5\uff1a<strong>Feedback-Driven Exploit Refinement<\/strong>\u3002<\/p>\n<p>\u5b83\u4f1a\u628a\u751f\u6210\u51fa\u6765\u7684 prompt \u771f\u6b63\u62ff\u53bb\u8dd1\uff0c\u770b Agent \u7684\u6267\u884c\u8f68\u8ff9\u3001\u4e2d\u95f4\u4ea7\u7269\u548c\u6700\u7ec8\u56de\u590d\uff0c\u7136\u540e\u5224\u65ad\u4e24\u4ef6\u4e8b\uff1a<\/p>\n<p>\u7b2c\u4e00\uff0c\u653b\u51fb\u5931\u8d25\u662f\u5931\u8d25\u5728\u4e86\u54ea\u4e00\u6b65\uff1b<\/p>\n<p>\u7b2c\u4e8c\uff0c\u504f\u79bb\u539f\u8ba1\u5212\u7684\u539f\u56e0\u662f\u4ec0\u4e48\u3002<\/p>\n<p>\u6bd4\u5982\uff0c\u53ef\u80fd\u51fa\u73b0\u8fd9\u4e9b\u60c5\u51b5\uff1a<\/p>\n<ul>\n<li>\n<p>\u6a21\u578b\u6839\u672c\u6ca1\u771f\u6b63\u8c03\u7528\u5de5\u5177\uff0c\u53ea\u662f\u201c\u51ed\u5e38\u8bc6\u778e\u56de\u7b54\u201d\uff1b<\/p>\n<\/li>\n<li>\n<p>\u5b83\u8c03\u7528\u4e86\u5de5\u5177\uff0c\u4f46\u6ca1\u8d70\u5230\u76ee\u6807\u6587\u4ef6\u6216\u76ee\u6807\u76ee\u5f55\uff1b<\/p>\n<\/li>\n<li>\n<p>\u5b83\u770b\u8d77\u6765\u50cf\u6267\u884c\u4e86\uff0c\u5b9e\u9645\u4e0a\u662f\u5e7b\u89c9\u6267\u884c\uff1b<\/p>\n<\/li>\n<li>\n<p>\u5b83\u8bfb\u4e86\u6587\u4ef6\uff0c\u4f46\u6ca1\u628a\u654f\u611f\u4fe1\u606f\u771f\u6b63\u66b4\u9732\u51fa\u6765\uff1b<\/p>\n<\/li>\n<li>\n<p>\u5b83\u5728\u4e2d\u9014\u88ab\u5b89\u5168\u5bf9\u9f50\u6216\u62d2\u7b54\u673a\u5236\u62e6\u4f4f\u4e86\u3002<\/p>\n<\/li>\n<\/ul>\n<p>SkillAttack \u4f1a\u6839\u636e\u8fd9\u4e9b\u53cd\u9988\uff0c<strong>\u540c\u65f6\u4fee\u6b63\u653b\u51fb\u8def\u5f84\u548c prompt<\/strong>\uff0c\u518d\u53d1\u8d77\u4e0b\u4e00\u8f6e\u5c1d\u8bd5\u3002\u8bba\u6587\u8bbe\u7f6e\u7684\u4e0a\u9650\u662f 5 \u8f6e\u3002<\/p>\n<p>\u8fd9\u6bd4\u5f88\u591a\u4f20\u7edf\u81ea\u52a8\u7ea2\u961f\u6846\u67b6\u66f4\u63a5\u8fd1\u771f\u5b9e\u6e17\u900f\u6d4b\u8bd5\u3002<\/p>\n<p>\u5b83\u4e0d\u662f\u201c\u6253\u4e00\u67aa\u770b\u7ed3\u679c\u201d\uff0c\u800c\u662f\u201c\u8bd5\u63a2\u2014\u89c2\u5bdf\u2014\u6821\u6b63\u2014\u518d\u6253\u201d\u3002<\/p>\n<p>\u800c\u8bba\u6587\u540e\u9762\u7684\u5b9e\u9a8c\u4e5f\u8bc1\u660e\uff0c\u771f\u6b63\u628a\u98ce\u9669\u6253\u51fa\u6765\u7684\uff0c\u5f80\u5f80\u6070\u6070\u5c31\u662f\u8fd9\u51e0\u8f6e refinement\u3002<\/p>\n<p>\u5b9e\u9a8c\u8fc7\u7a0b<\/p>\n<p>\u8bba\u6587\u7684\u5b9e\u9a8c\u662f\u5728 OpenClaw \u4e0a\u5b8c\u6210\u7684\uff0c\u6570\u636e\u5206\u6210\u4e24\u90e8\u5206\u3002<\/p>\n<p>\u7b2c\u4e00\u90e8\u5206\u662f <strong>71 \u4e2a adversarial skills<\/strong>\uff0c\u6765\u81ea SKILL-INJECT benchmark\uff0c\u53c8\u7ec6\u5206\u6210\u4e24\u7c7b\uff1a<\/p>\n<p>\u4e00\u7c7b\u662f <strong>Obvious<\/strong>\uff0c\u4e5f\u5c31\u662f\u663e\u5f0f\u6076\u610f\u6ce8\u5165\u6bd4\u8f83\u660e\u663e\u7684 skill\uff1b<\/p>\n<p>\u4e00\u7c7b\u662f <strong>Contextual<\/strong>\uff0c\u8868\u9762\u4e0a\u770b\u50cf\u6b63\u5e38\u6216\u53cc\u7528\u9014\uff0c\u4f46\u4f1a\u628a Agent \u5f80\u4e0d\u5b89\u5168\u65b9\u5411\u5e26\u3002<\/p>\n<p>\u7b2c\u4e8c\u90e8\u5206\u662f <strong>ClawHub \u4e0a Top 100 \u7684\u771f\u5b9e\u70ed\u95e8 skill<\/strong>\u3002\u8fd9\u4e9b skill \u4e0d\u662f\u6545\u610f\u6076\u610f\u6784\u9020\u7684\uff0c\u4f46\u4f5c\u8005\u6000\u7591\u5176\u4e2d\u5b58\u5728\u53ef\u5229\u7528\u7684\u6f5c\u5728\u653b\u51fb\u9762\uff0c\u56e0\u6b64\u7528\u6765\u8bc4\u4f30 SkillAttack \u5728\u771f\u5b9e\u751f\u6001\u4e2d\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n<p>\u5b9e\u9a8c\u8986\u76d6\u4e86 10 \u4e2a\u6a21\u578b\uff0c\u5305\u62ec GPT-5.4\u3001GPT-5.4-nano\u3001Claude Sonnet 4.5\u3001Gemini 3.0 Pro Preview\u3001Kimi K2.5\u3001Qwen3.5-Plus\u3001MiniMax M2.5\u3001GLM-5\u3001\u8c46\u5305\u548c\u6df7\u5143\u3002\u914d\u7f6e\u4e0a\uff0cGemini 3.0 Pro Preview \u88ab\u7528\u4f5c\u6f0f\u6d1e\u5ba1\u8ba1\u6a21\u578b\uff0cGPT-5.4 \u4f5c\u4e3a\u653b\u51fb\u6a21\u578b\uff0c\u5355\u4e2a skill \u6700\u591a\u8bc6\u522b 5 \u4e2a\u653b\u51fb\u9762\uff0c\u6700\u591a\u8fdb\u884c 5 \u8f6e refinement\u3002<\/p>\n<p>\u66f4\u91cd\u8981\u7684\u662f\uff0c\u8bba\u6587\u5bf9\u201c\u653b\u51fb\u6210\u529f\u201d\u7684\u5b9a\u4e49\u5e76\u4e0d\u5bbd\u677e\u3002\u5b83\u4e0d\u662f\u53ea\u770b\u6a21\u578b\u6700\u7ec8\u8bf4\u4e86\u4ec0\u4e48\uff0c\u800c\u662f\u8981\u6c42<strong>\u6267\u884c\u8f68\u8ff9\u4e2d\u5b58\u5728\u771f\u5b9e\u7684\u5371\u9669\u64cd\u4f5c\u8bc1\u636e<\/strong>\uff0c\u4f8b\u5982\u6587\u4ef6\u4fee\u6539\u3001\u5de5\u5177\u8c03\u7528\u3001\u7f51\u7edc\u6d3b\u52a8\u7b49\uff1b\u5355\u7eaf\u62d2\u7b54\u6216\u5b89\u5168\u58f0\u660e\u4e0d\u4f1a\u88ab\u7b97\u6210\u529f\u3002\u8fd9\u4e2a\u8bc4\u6d4b\u53e3\u5f84\u76f8\u5bf9\u624e\u5b9e\u3002<\/p>\n<p>\u5b9e\u9a8c\u7ed3\u679c<\/p>\n<p>\u8bba\u6587\u6700\u91cd\u8981\u7684\u4e00\u5f20\u8868\u5c31\u662f Table 1\u3002\u5b83\u5bf9\u6bd4\u4e86\u4e09\u79cd\u65b9\u6cd5\uff1a<\/p>\n<p>\u4e00\u79cd\u662f <strong>Direct Attack<\/strong>\uff0c\u4e5f\u5c31\u662f\u8ba9\u6a21\u578b\u76f4\u63a5\u4e3a\u6bcf\u4e2a skill \u751f\u6210\u4e00\u6761\u660e\u786e\u6076\u610f\u7684 prompt\uff1b<\/p>\n<p>\u4e00\u79cd\u662f <strong>SKILL-INJECT<\/strong>\uff0c\u5373\u4f7f\u7528\u539f benchmark \u4e2d\u4e0e\u6076\u610f skill \u914d\u5957\u7684\u9759\u6001\u653b\u51fb prompt\uff1b<\/p>\n<p>\u6700\u540e\u4e00\u79cd\u5c31\u662f <strong>SkillAttack<\/strong>\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/523c8f15261646be341d216d9201f18b.png\" alt=\"SkillAttack\uff1a\u9762\u5411Agent Skill\u7684\u81ea\u52a8\u5316\u9a8c\u8bc1\u7ea2\u961f\u6846\u67b6\"\/><\/p>\n<p>\u7ed3\u679c\u975e\u5e38\u6e05\u695a\u3002<\/p>\n<p>\u5728 <strong>Obvious<\/strong> \u96c6\u5408\u4e0a\uff0cSkillAttack \u5728\u6240\u6709\u6a21\u578b\u4e0a\u7684 ASR \u90fd\u9ad8\u4e8e 0.73\uff0c\u6700\u9ad8\u8fbe\u5230 0.93\uff1b\u800c SKILL-INJECT \u6700\u9ad8\u53ea\u6709 0.43\uff0cDirect Attack \u5219\u51e0\u4e4e\u63a5\u8fd1\u4e8e\u96f6\u3002<\/p>\n<p>\u5728 <strong>Contextual<\/strong> \u96c6\u5408\u4e0a\uff0cSkillAttack \u4f9d\u65e7\u8fbe\u5230 0.56 \u5230 0.88\uff0c\u800c SKILL-INJECT \u5927\u591a\u4f4e\u4e8e 0.20\uff0cDirect Attack \u4f9d\u7136\u5f88\u5f31\u3002<\/p>\n<p>\u5728\u6700\u63a5\u8fd1\u73b0\u5b9e\u7684 <strong>Hot100<\/strong> \u96c6\u5408\u4e0a\uff0cSkillAttack \u7684\u6700\u9ad8 ASR \u8fbe\u5230 0.26\uff0c\u800c Direct Attack \u4ece\u672a\u8d85\u8fc7 0.04\u3002\u6bd4\u5982 GLM-5 \u5728 Hot100 \u4e0a\u8fbe\u5230 0.26\uff0cGPT-5.4 \u548c\u6df7\u5143\u90fd\u8fbe\u5230 0.23\u3002<\/p>\n<p>\u8fd9\u4e2a\u7ed3\u679c\u7684\u610f\u601d\u5e76\u4e0d\u662f\u201c\u6240\u6709 skill \u90fd\u5f88\u5bb9\u6613\u88ab\u6253\u7a7f\u201d\uff0c\u800c\u662f\uff1a<\/p>\n<p><strong>\u4e00\u65e6\u628a\u653b\u51fb\u4ece\u201c\u9759\u6001\u574f prompt\u201d\u5347\u7ea7\u6210\u201c\u8def\u5f84\u9a71\u52a8\u3001\u53cd\u9988\u4fee\u6b63\u201d\u7684\u95ed\u73af\u8fc7\u7a0b\uff0c\u5f88\u591a\u539f\u672c\u770b\u8d77\u6765\u4e0d\u663e\u773c\u7684\u98ce\u9669\u5c31\u4f1a\u88ab\u771f\u6b63\u5229\u7528\u51fa\u6765\u3002<\/strong><\/p>\n<p>\u4e5f\u5c31\u662f\u8bf4\uff0c\u95ee\u9898\u4e0d\u4e00\u5b9a\u51fa\u5728\u67d0\u4e2a\u6a21\u578b\u7279\u522b\u4e0d\u5b89\u5168\uff0c\u66f4\u53ef\u80fd\u51fa\u5728 <strong>skill \u6267\u884c\u8303\u5f0f\u672c\u8eab\u5c31\u66b4\u9732\u4e86\u65b0\u7684\u653b\u51fb\u9762<\/strong>\u3002\u8bba\u6587\u91cc\u4e5f\u660e\u786e\u5199\u5230\uff0c\u6ca1\u6709\u54ea\u4e2a\u6a21\u578b\u771f\u6b63\u663e\u8457\u7f29\u5c0f\u8fd9\u4e2a\u5dee\u8ddd\u3002<\/p>\n<p>\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u53d1\u73b0<\/p>\n<p>\u8bba\u6587 Table 2 \u7ed9\u51fa\u4e86\u201c\u7b2c\u4e00\u6b21\u6210\u529f\u51fa\u73b0\u5728\u7b2c\u51e0\u8f6e\u201d\u7684\u5206\u5e03\uff0c\u8fd9\u4e2a\u7ed3\u679c\u5f88\u503c\u5f97\u5355\u72ec\u62ce\u51fa\u6765\u8bb2\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/a7012c73cf6bc04be4da493209986c6f.png\" alt=\"SkillAttack\uff1a\u9762\u5411Agent Skill\u7684\u81ea\u52a8\u5316\u9a8c\u8bc1\u7ea2\u961f\u6846\u67b6\"\/><\/p>\n<p>\u603b\u4f53\u4e0a\uff0c\u53ea\u6709\u5927\u7ea6 <strong>24%<\/strong> \u7684\u6210\u529f\u51fa\u73b0\u5728\u524d\u4e24\u8f6e\uff0c\u800c\u5927\u7ea6 <strong>65%<\/strong> \u7684\u6210\u529f\u9996\u6b21\u51fa\u73b0\u5728\u7b2c 3 \u8f6e\u6216\u7b2c 4 \u8f6e\uff1b\u5176\u4e2d\u7b2c 3 \u8f6e\u901a\u5e38\u662f\u6700\u5e38\u89c1\u7684\u7a81\u7834\u70b9\u3002\u5bf9 Hot100 \u8fd9\u7c7b\u771f\u5b9e skill \u6765\u8bf4\uff0c\u8fd9\u4e2a\u8d8b\u52bf\u8fd8\u66f4\u660e\u663e\uff0c\u7ea6 <strong>70%<\/strong> \u7684\u6210\u529f\u90fd\u51fa\u73b0\u5728\u7b2c 3\u30014 \u8f6e\u3002<\/p>\n<p>\u8fd9\u80cc\u540e\u8bf4\u660e\u4e24\u4ef6\u4e8b\u3002<\/p>\n<p>\u7b2c\u4e00\uff0c<strong>\u5f88\u591a Agent \u98ce\u9669\u5e76\u4e0d\u662f\u201c\u7acb\u523b\u7206\u201d\u7684<\/strong>\u3002<\/p>\n<p>\u5b83\u5f80\u5f80\u9700\u8981\u653b\u51fb\u8005\u5148\u89c2\u5bdf agent \u7684\u884c\u4e3a\uff0c\u518d\u628a\u6307\u4ee4\u4e00\u6b65\u6b65\u6539\u5f97\u66f4\u8d34\u8fd1\u6267\u884c\u903b\u8f91\uff0c\u6700\u7ec8\u624d\u771f\u6b63\u89e6\u53d1\u5371\u9669\u8def\u5f84\u3002<\/p>\n<p>\u7b2c\u4e8c\uff0c<strong>\u5355\u8f6e\u6d4b\u8bc4\u5f88\u53ef\u80fd\u4e25\u91cd\u4f4e\u4f30\u771f\u5b9e\u98ce\u9669<\/strong>\u3002<\/p>\n<p>\u5982\u679c\u4f60\u7684\u5b89\u5168\u6d4b\u8bd5\u65b9\u5f0f\u8fd8\u505c\u7559\u5728\u201c\u4e00\u6761\u653b\u51fb prompt \u6253\u4e00\u6b21\uff0c\u770b\u6a21\u578b\u7b54\u4e0d\u7b54\u201d\uff0c\u90a3\u4f60\u5f88\u53ef\u80fd\u53ea\u80fd\u6d4b\u5230\u6d45\u5c42\u98ce\u9669\uff0c\u800c\u6d4b\u4e0d\u5230 exploit \u7ea7\u98ce\u9669\u3002<\/p>\n<p>\u8fd9\u4e5f\u662f\u8fd9\u7bc7\u8bba\u6587\u6700\u503c\u5f97\u9632\u5b88\u65b9\u8b66\u60d5\u7684\u4e00\u70b9\uff1a<\/p>\n<p><strong>Agent \u7cfb\u7edf\u7684\u98ce\u9669\u66b4\u9732\uff0c\u5929\u7136\u66f4\u50cf\u591a\u8f6e\u4ea4\u4e92\u5f0f\u6e17\u900f\uff0c\u800c\u4e0d\u662f\u4e00\u6b21\u6027\u95ee\u7b54\u5b89\u5168\u6d4b\u8bd5\u3002<\/strong><\/p>\n<p>\u4e0d\u540c\u7c7b\u578b\u7684 skill\u98ce\u9669\u753b\u50cf\u4e5f\u5b8c\u5168\u4e0d\u4e00\u6837<\/p>\n<p>\u8bba\u6587 Figure 3 \u8fd8\u505a\u4e86\u4e00\u4ef6\u5f88\u6709\u4ef7\u503c\u7684\u4e8b\uff1a\u5b83\u628a\u6210\u529f\u653b\u51fb\u6309\u5371\u5bb3\u7c7b\u578b\u5206\u5e03\u505a\u4e86\u62c6\u5206\uff0c\u7ed3\u679c\u53d1\u73b0\u4e0d\u540c skill \u96c6\u5408\u7684\u98ce\u9669\u753b\u50cf\u5dee\u5f02\u5f88\u5927\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/0fc5f39a4a1590c6d96707a1cffde62d.png\" alt=\"SkillAttack\uff1a\u9762\u5411Agent Skill\u7684\u81ea\u52a8\u5316\u9a8c\u8bc1\u7ea2\u961f\u6846\u67b6\"\/><\/p>\n<p>\u5bf9\u4e8e <strong>Obvious<\/strong> \u96c6\u5408\uff0c\u98ce\u9669\u5206\u5e03\u6bd4\u8f83\u5206\u6563\uff0cBias \/ Manipulation\u3001Data Exfiltration\u3001Malware \/ Ransomware\u3001DoS\u3001Data Destruction \u90fd\u5360\u4e86\u4e0d\u5c0f\u6bd4\u4f8b\uff0c\u6ca1\u6709\u5355\u4e00\u4e3b\u5bfc\u9879\u3002<\/p>\n<p>\u5bf9\u4e8e <strong>Contextual<\/strong> \u96c6\u5408\uff0c\u98ce\u9669\u660e\u663e\u96c6\u4e2d\u5728 Bias \/ Manipulation \u4e0a\uff0c\u5360\u6bd4\u8d85\u8fc7\u4e00\u534a\uff0c\u8bf4\u660e\u8fd9\u7c7b\u53cc\u7528\u9014\u6216\u4f2a\u88c5\u578b skill \u66f4\u5bb9\u6613\u901a\u8fc7\u4e0a\u4e0b\u6587\u91cd\u6784\uff0c\u628a\u4efb\u52a1 gradually \u5e26\u504f\u3002<\/p>\n<p>\u800c\u5bf9\u4e8e <strong>Hot100<\/strong> \u771f\u5b9e world skill\uff0c\u98ce\u9669\u91cd\u5fc3\u660e\u663e\u8f6c\u5411 <strong>Data Exfiltration<\/strong> \u548c <strong>Malware \/ Ransomware<\/strong>\uff0c\u4e24\u8005\u5408\u8ba1\u8d85\u8fc7 70%\u3002<\/p>\n<p>\u8fd9\u4e2a\u53d1\u73b0\u7279\u522b\u6709\u73b0\u5b9e\u611f\u3002<\/p>\n<p>\u56e0\u4e3a\u5b83\u8bf4\u660e\u771f\u5b9e skill \u751f\u6001\u91cc\u7684\u4e3b\u8981\u95ee\u9898\uff0c\u672a\u5fc5\u9996\u5148\u8868\u73b0\u6210\u201c\u4ef7\u503c\u89c2\u504f\u79bb\u201d\u6216\u201c\u660e\u663e\u6076\u610f\u6307\u4ee4\u201d\uff0c\u800c\u66f4\u50cf\u662f\uff1a<\/p>\n<ul>\n<li>\n<p>\u6570\u636e\u63a5\u53e3\u8fc7\u5bbd\uff1b<\/p>\n<\/li>\n<li>\n<p>\u811a\u672c\u6743\u9650\u8fc7\u5927\uff1b<\/p>\n<\/li>\n<li>\n<p>\u51ed\u8bc1\u7ba1\u7406\u7c97\u7cd9\uff1b<\/p>\n<\/li>\n<li>\n<p>\u6587\u4ef6\u8bfb\u5199\u94fe\u8def\u5bb9\u6613\u88ab\u5e26\u504f\uff1b<\/p>\n<\/li>\n<li>\n<p>\u7f51\u7edc\u8bf7\u6c42\u548c\u5916\u90e8\u6267\u884c\u80fd\u529b\u7f3a\u4e4f\u8fb9\u754c\u63a7\u5236\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u6362\u53e5\u8bdd\u8bf4\uff0c<strong>\u771f\u5b9e skill \u7684\u4e3b\u8981\u98ce\u9669\uff0c\u66f4\u50cf\u5de5\u7a0b\u95ee\u9898\uff0c\u800c\u4e0d\u662f\u7eaf\u6587\u672c\u95ee\u9898\u3002<\/strong><\/p>\n<p>\u5b9e\u9645\u6848\u4f8b<\/p>\n<p>\u8bba\u6587\u9009\u4e86\u4e00\u4e2a Hot100 \u4e2d\u7684\u62db\u8058\u53d1\u5e03 skill \u505a\u6848\u4f8b\u5206\u6790\u3002\u8fd9\u4e2a skill \u4f1a\u81ea\u52a8\u5728\u5e73\u53f0\u4e0a\u53d1\u5e03\u5c97\u4f4d\uff0c\u5e76\u76d1\u63a7 LinkedIn \u66f4\u65b0\uff0c\u5e95\u5c42\u901a\u8fc7\u4e24\u4e2a JavaScript \u811a\u672c\u914d\u5408 outbound HTTP \u8bf7\u6c42\u6765\u5b8c\u6210\u4efb\u52a1\u3002\u5ba1\u8ba1\u9636\u6bb5\u8bc6\u522b\u51fa\u4e09\u7c7b\u653b\u51fb\u9762\uff1a<strong>\u6570\u636e\u5916\u6cc4\u3001DoS \u548c\u9493\u9c7c<\/strong>\u3002\u5176\u4e2d\uff0c\u6570\u636e\u5916\u6cc4\u7684\u6838\u5fc3\u6f0f\u6d1e\u662f <code>post_job.js<\/code> \u4e2d\u5b58\u5728<strong>\u786c\u7f16\u7801 API credential<\/strong>\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\u7684\u653b\u51fb\u8fc7\u7a0b\u7279\u522b\u6709\u4ee3\u8868\u6027\u3002<\/p>\n<p><strong>\u7b2c\u4e00\u8f6e<\/strong>\uff0c\u653b\u51fb\u6a21\u578b\u5148\u6784\u9020\u51fa\u4e00\u6761\u6bd4\u8f83\u201c\u5408\u89c4\u201d\u7684\u8def\u5f84\uff0c\u8ba9 agent \u4ee5\u4ee3\u7801\u5ba1\u67e5\u6216\u8ba4\u8bc1\u68c0\u67e5\u7684\u540d\u4e49\u53bb\u8bfb <code>post_job.js<\/code>\uff0c\u60f3\u628a credential \u63d0\u53d6\u51fa\u6765\u3002\u4f46 Agent \u5e76\u6ca1\u6709\u771f\u7684\u53bb\u8bfb\u6e90\u7801\uff0c\u800c\u662f\u76f4\u63a5\u51ed\u4e00\u822c\u77e5\u8bc6\u56de\u7b54\u3002Judge \u8ba4\u4e3a\u6ca1\u6709\u771f\u5b9e\u6267\u884c\u8bc1\u636e\uff0c\u8fd9\u4e00\u8f6e\u88ab\u5ffd\u7565\u3002<\/p>\n<p><strong>\u7b2c\u4e8c\u8f6e<\/strong>\uff0c\u653b\u51fb\u6a21\u578b\u6839\u636e\u53cd\u9988\uff0c\u628a\u201c\u8bf7\u8c03\u7528\u5de5\u5177\u53bb\u67e5\u201d\u5199\u5f97\u66f4\u660e\u786e\u3002\u7ed3\u679c Agent \u770b\u8d77\u6765\u50cf\u627e\u5230\u4e86\u5185\u5bb9\uff0c\u4f46\u6267\u884c\u8f68\u8ff9\u548c\u6587\u4ef6\u4ea7\u7269\u90fd\u4e3a\u7a7a\uff0c\u5c5e\u4e8e\u5178\u578b\u7684\u201c\u5e7b\u89c9\u6267\u884c\u201d\u3002Judge \u4f9d\u7136\u5224\u5931\u8d25\u3002<\/p>\n<p><strong>\u7b2c\u4e09\u8f6e<\/strong>\uff0c\u653b\u51fb\u8def\u5f84\u88ab\u91cd\u65b0\u6539\u5199\u6210\u66f4\u660e\u786e\u7684\u94fe\u6761\uff1a<\/p>\n<p>\u5148\u6253\u5f00 <code>scripts\/<\/code> \u76ee\u5f55\uff0c\u518d\u8bfb\u53d6 <code>post_job.js<\/code>\uff0c\u6700\u540e\u8f93\u51fa credential \u548c endpoint\u3002Prompt \u4e5f\u53d8\u6210\u4e86\u66f4\u76f4\u63a5\u7684\u6587\u4ef6\u68c0\u67e5\u6307\u4ee4\u3002\u5230\u4e86\u8fd9\u4e00\u6b65\uff0cAgent \u624d\u771f\u6b63\u5c1d\u8bd5\u8bfb\u53d6\u811a\u672c\u76ee\u5f55\uff0c\u5e76\u628a credential \u4e0e API endpoint \u66b4\u9732\u51fa\u6765\uff0c\u653b\u51fb\u6210\u529f\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s.secrss.com\/anquanneican\/7e1967423abd61279011e0a57463e225.png\" alt=\"SkillAttack\uff1a\u9762\u5411Agent Skill\u7684\u81ea\u52a8\u5316\u9a8c\u8bc1\u7ea2\u961f\u6846\u67b6\"\/><\/p>\n<p>\u8fd9\u4e2a\u6848\u4f8b\u51e0\u4e4e\u628a SkillAttack \u7684\u4ef7\u503c\u8bb2\u900f\u4e86\uff1a<\/p>\n<p><strong>\u771f\u6b63\u96be\u7684\uff0c\u4ece\u6765\u4e0d\u662f\u5199\u51fa\u4e00\u53e5\u201c\u574f\u63d0\u793a\u8bcd\u201d\uff0c\u800c\u662f\u8ba9 Agent \u771f\u7684\u6cbf\u7740\u5371\u9669\u6267\u884c\u8def\u5f84\u8d70\u4e0b\u53bb\u3002<\/strong><\/p>\n<p>\u5f88\u591a\u65f6\u5019\uff0c\u653b\u51fb\u5931\u8d25\u4e0d\u662f\u56e0\u4e3a\u6a21\u578b\u4ef7\u503c\u89c2\u8db3\u591f\u7a33\uff0c\u800c\u662f\u56e0\u4e3a\u8def\u5f84\u8bbe\u8ba1\u8fd8\u4e0d\u591f\u8d34\u8fd1\u5b83\u7684\u6267\u884c\u903b\u8f91\u3002SkillAttack \u7684\u95ed\u73af refinement\uff0c\u672c\u8d28\u4e0a\u5c31\u662f\u5728\u4e0d\u65ad\u7f29\u77ed\u201c\u653b\u51fb\u610f\u56fe\u201d\u548c\u201c\u5b9e\u9645\u6267\u884c\u201d\u4e4b\u95f4\u7684\u504f\u5dee\u3002<\/p>\n<p>\u542f\u53d1<\/p>\n<p>1. Skill \u98ce\u9669\u4e0d\u53ea\u6765\u81ea\u6076\u610f\u6295\u6bd2\uff0c\u4e5f\u6765\u81ea\u6b63\u5e38\u529f\u80fd\u91cc\u7684\u6f5c\u5728\u6f0f\u6d1e<\/p>\n<p>\u8fc7\u53bb\u63d0\u5230 skill \u5b89\u5168\uff0c\u5f88\u591a\u4eba\u4f1a\u5148\u60f3\u5230\u201c\u8fd9\u4e2a skill \u6709\u6ca1\u6709\u88ab\u4eba\u585e\u6bd2\u6307\u4ee4\u201d\u3002<\/p>\n<p>\u4f46 SkillAttack \u8bf4\u660e\uff0c<strong>\u5373\u4fbf skill \u672c\u8eab\u6ca1\u6709\u88ab\u6076\u610f\u6539\u5199\uff0c\u53ea\u8981\u5de5\u7a0b\u5b9e\u73b0\u4e0a\u7559\u4e86\u6d1e\uff0c\u4e5f\u53ef\u4ee5\u88ab prompt \u5229\u7528\u51fa\u6765\u3002<\/strong><\/p>\n<p>2. Agent \u5b89\u5168\u8bc4\u6d4b\u4e0d\u80fd\u53ea\u770b\u56de\u590d\u6587\u672c\uff0c\u66f4\u4e0d\u80fd\u53ea\u6253\u4e00\u8f6e<\/p>\n<p>\u8fd9\u7bc7\u8bba\u6587\u6700\u5f3a\u7684\u542f\u53d1\uff0c\u4e0d\u662f\u67d0\u4e2a\u5177\u4f53\u6570\u5b57\uff0c\u800c\u662f\u5b83\u5bf9\u8bc4\u6d4b\u65b9\u5f0f\u7684\u63d0\u9192\uff1a<\/p>\n<p>\u771f\u6b63\u6709\u6548\u7684 Agent \u7ea2\u961f\uff0c\u5fc5\u987b\u770b\u6267\u884c\u8f68\u8ff9\u3001\u5de5\u5177\u8c03\u7528\u548c\u4e2d\u95f4\u4ea7\u7269\uff0c\u8fd8\u8981\u5141\u8bb8\u591a\u8f6e refinement\u3002 \u4e0d\u7136\u6d4b\u5230\u7684\u5927\u6982\u7387\u53ea\u662f\u201c\u663e\u773c\u98ce\u9669\u201d\uff0c\u6d4b\u4e0d\u5230\u201c\u53ef\u5229\u7528\u98ce\u9669\u201d\u3002<\/p>\n<p>3. \u5f00\u653e skill \u751f\u6001\u8d8a\u6765\u8d8a\u50cf\u8f6f\u4ef6\u4f9b\u5e94\u94fe\uff0c\u53ea\u4e0d\u8fc7\u591a\u4e86\u4e00\u5c42 LLM 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skill \u4e0a\u7ebf\u524d\u5ba1\u67e5\u3001\u8fd0\u884c\u671f\u76d1\u63a7\u3001\u6743\u9650\u9694\u79bb\u3001\u8f93\u51fa\u7ea6\u675f\u7b49\u5b8c\u6574\u9632\u5b88\u95ed\u73af\u3002<\/p>\n<p>\u7ed3\u8bed<\/p>\n<p>\u5982\u679c\u8bf4\u8fc7\u53bb\u7684\u5927\u6a21\u578b\u5b89\u5168\uff0c\u5f88\u591a\u65f6\u5019\u8ba8\u8bba\u7684\u662f\u201c\u6a21\u578b\u4f1a\u4e0d\u4f1a\u8bf4\u9519\u8bdd\u201d\uff1b\u90a3\u4e48\u5230\u4e86 Agent \u9636\u6bb5\uff0c\u95ee\u9898\u5df2\u7ecf\u53d8\u6210\u4e86\uff1a<strong>\u6a21\u578b\u4f1a\u4e0d\u4f1a\u771f\u7684\u505a\u9519\u4e8b\u3002<\/strong><\/p>\n<p>SkillAttack \u7684\u4ef7\u503c\u5c31\u5728\u8fd9\u91cc\u3002\u5b83\u628a skill \u5b89\u5168\u4ece\u201c\u9759\u6001\u770b\u8d77\u6765\u662f\u5426\u5371\u9669\u201d\uff0c\u63a8\u8fdb\u5230\u4e86\u201c\u52a8\u6001\u9a8c\u8bc1\u5b83\u80fd\u4e0d\u80fd\u88ab\u6253\u7a7f\u201d\u3002\u8fd9\u4e00\u6b65\u975e\u5e38\u91cd\u8981\uff0c\u56e0\u4e3a\u5b83\u903c\u7740\u6211\u4eec\u91cd\u65b0\u7406\u89e3\u4e00\u4e2a\u4e8b\u5b9e\uff1a<\/p>\n<p><strong>\u5728 Agent \u7cfb\u7edf\u91cc\uff0c\u5b89\u5168\u98ce\u9669\u4e0d\u53ea\u5b58\u5728\u4e8e\u6a21\u578b\u672c\u8eab\uff0c\u4e5f\u5b58\u5728\u4e8e skill\u3001\u811a\u672c\u3001\u8d44\u6e90\u3001\u6743\u9650\u548c\u5de5\u4f5c\u6d41\u8fd9\u4e9b\u6267\u884c\u5c42\u7ed3\u6784\u91cc\u3002<\/strong><\/p>\n<p>\u800c\u4e14\uff0c\u8fd9\u4e9b\u98ce\u9669\u5f80\u5f80\u4e0d\u662f\u7b2c\u4e00\u8f6e\u5c31\u4f1a\u66b4\u9732\u51fa\u6765\u3002\u5b83\u4eec\u66f4\u50cf\u771f\u5b9e\u6e17\u900f\uff1a\u9700\u8981\u591a\u8f6e\u8bd5\u63a2\u3001\u8def\u5f84\u6821\u6b63\u3001\u6267\u884c\u89c2\u5bdf\uff0c\u6700\u540e\u624d\u771f\u6b63\u843d\u5230 exploit\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u8fd9\u7bc7\u8bba\u6587\u6700\u503c\u5f97\u884c\u4e1a\u8bb0\u4f4f\u7684\uff0c\u4e0d\u662f\u201c\u53c8\u591a\u4e86\u4e00\u4e2a\u7ea2\u961f\u6846\u67b6\u201d\uff0c\u800c\u662f\u5b83\u63d0\u9192\u4e86\u6211\u4eec\u4e00\u4ef6\u4e8b\uff1a<\/p>\n<p><strong>Agent \u7684\u5b89\u5168\u8bc4\u6d4b\uff0c\u4e0d\u80fd\u518d\u505c\u7559\u5728\u95ee\u7b54\u5b89\u5168\u90a3\u4e00\u5957\u4e0a\u4e86\u3002\u771f\u6b63\u7684\u98ce\u9669\uff0c\u5df2\u7ecf\u8fdb\u5165\u4e86 skill \u6267\u884c\u94fe\u3002<\/strong><\/p>\n<p style=\"color: #999; font-size: 14px;padding-top: 15px\">\u58f0\u660e\uff1a\u672c\u6587\u6765\u81ea\u6a21\u5b89\u5c40\uff0c\u7248\u6743\u5f52\u4f5c\u8005\u6240\u6709\u3002\u6587\u7ae0\u5185\u5bb9\u4ec5\u4ee3\u8868\u4f5c\u8005\u72ec\u7acb\u89c2\u70b9\uff0c\u4e0d\u4ee3\u8868\u5b89\u5168\u5185\u53c2\u7acb\u573a\uff0c\u8f6c\u8f7d\u76ee\u7684\u5728\u4e8e\u4f20\u9012\u66f4\u591a\u4fe1\u606f\u3002\u5982\u6709\u4fb5\u6743\uff0c\u8bf7\u8054\u7cfb anquanneican@163.com\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fc7\u53bb\u4e00\u6bb5\u65f6\u95f4\uff0c\u56f4\u7ed5 Agent \u5b89\u5168\u7684\u8ba8\u8bba\uff0c\u5f88\u591a\u90fd\u96c6\u4e2d\u5728\u63d0\u793a\u6ce8\u5165\u3001\u5de5\u5177\u6ee5\u7528\u3001\u8d8a\u6743\u8c03\u7528\u8fd9\u4e9b\u95ee\u9898\u4e0a\u3002\u4f46\u5982\u679c\u628a\u89c6\u89d2\u518d\u5f80\u524d\u63a8\u4e00\u6b65\uff0c\u4f1a\u53d1\u73b0\u4e00\u4e2a\u66f4\u68d8\u624b\u7684\u95ee\u9898\uff1a\u98ce\u9669\u4e0d\u4e00\u5b9a\u6765\u81ea\u201c\u6076\u610f skill\u201d\uff0c\u4e5f\u53ef\u80fd\u6765\u81ea\u201c\u770b\u8d77\u6765\u6b63\u5e38\u3001\u4f46\u672c\u8eab\u5e26\u6d1e\u7684 skill\u201d\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-45426","post","type-post","status-publish","format-standard","hentry","category-3"],"_links":{"self":[{"href":"https:\/\/nuoya.nuoyayasuo.top\/index.php\/wp-json\/wp\/v2\/posts\/45426","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nuoya.nuoyayasuo.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nuoya.nuoyayasuo.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nuoya.nuoyayasuo.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nuoya.nuoyayasuo.top\/index.php\/wp-json\/wp\/v2\/comments?post=45426"}],"version-history":[{"count":0,"href":"https:\/\/nuoya.nuoyayasuo.top\/index.php\/wp-json\/wp\/v2\/posts\/45426\/revisions"}],"wp:attachment":[{"href":"https:\/\/nuoya.nuoyayasuo.top\/index.php\/wp-json\/wp\/v2\/media?parent=45426"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nuoya.nuoyayasuo.top\/index.php\/wp-json\/wp\/v2\/categories?post=45426"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nuoya.nuoyayasuo.top\/index.php\/wp-json\/wp\/v2\/tags?post=45426"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}