{"id":165,"date":"2026-04-25T09:00:00","date_gmt":"2026-04-25T01:00:00","guid":{"rendered":"http:\/\/www.redspear.cn\/index.php\/2025\/01\/15\/ai%e5%ae%89%e5%85%a8%ef%bc%9a%e4%bd%bf%e7%94%a8ai-agent%e8%bf%9b%e8%a1%8c%e8%87%aa%e5%8a%a8%e5%8c%96%e6%bc%8f%e6%b4%9e%e6%89%ab%e6%8f%8f\/"},"modified":"2026-06-01T16:04:19","modified_gmt":"2026-06-01T08:04:19","slug":"ai%e5%ae%89%e5%85%a8%ef%bc%9a%e4%bd%bf%e7%94%a8ai-agent%e8%bf%9b%e8%a1%8c%e8%87%aa%e5%8a%a8%e5%8c%96%e6%bc%8f%e6%b4%9e%e6%89%ab%e6%8f%8f","status":"publish","type":"post","link":"https:\/\/www.redspear.cn\/index.php\/2026\/04\/25\/ai%e5%ae%89%e5%85%a8%ef%bc%9a%e4%bd%bf%e7%94%a8ai-agent%e8%bf%9b%e8%a1%8c%e8%87%aa%e5%8a%a8%e5%8c%96%e6%bc%8f%e6%b4%9e%e6%89%ab%e6%8f%8f\/","title":{"rendered":"AI+\u5b89\u5168\uff1a\u4f7f\u7528AI Agent\u8fdb\u884c\u81ea\u52a8\u5316\u6f0f\u6d1e\u626b\u63cf"},"content":{"rendered":"<h2>\u524d\u8a00<\/h2>\n<p>\u6700\u8fd1\u5728\u7814\u7a76AI Agent\u5728\u5b89\u5168\u9886\u57df\u7684\u5e94\u7528\uff0c\u770b\u5230GitHub\u4e0a\u6709\u4e2a\u53ebOpenClaw\u7684\u9879\u76ee\uff0c\u53f7\u79f0\u6709205\u4e2a\u751f\u4ea7\u5c31\u7eea\u7684Agent\u6a21\u677f\u3002\u4f5c\u4e3a\u4e00\u4e2a\u5b89\u5168\u4ece\u4e1a\u8005\uff0c\u6211\u7b2c\u4e00\u65f6\u95f4\u6253\u5f00\u4e86\u5b89\u5168\u5206\u7c7b\u2014\u2014\u7ed3\u679c\u53ea\u6709\u4e00\u4e2a\uff1a<strong>vuln-scanner<\/strong>\u3002<\/p>\n<p>205\u4e2a\u6a21\u677f\uff0c\u5b89\u5168\u7c7b\u5c311\u4e2a\uff1f\u5e26\u7740\u597d\u5947\uff0c\u6211\u4e0b\u8f7d\u4e86\u8fd9\u4e2a\u6a21\u5757\u8bd5\u4e86\u8bd5\u3002<\/p>\n<h2>OpenClaw\u662f\u4ec0\u4e48<\/h2>\n<p>OpenClaw\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a<strong>AI Agent Prompt\u6a21\u677f\u4ed3\u5e93<\/strong>\u3002\u5b83\u4e0d\u662f\u4e00\u4e2a\u6846\u67b6\uff0c\u4e5f\u4e0d\u662f\u4e00\u4e2a\u5e73\u53f0\u2014\u2014\u5b83\u5c31\u662f\u4e00\u5806\u5199\u597d\u7684 prompt \u6587\u4ef6\uff08SOUL.md\uff09\uff0c\u6bcf\u4e2a\u6587\u4ef6\u5b9a\u4e49\u4e86\u4e00\u4e2aAI\u89d2\u8272\u7684\u4eba\u8bbe\u3001\u804c\u8d23\u548c\u884c\u4e3a\u89c4\u5219\u3002<\/p>\n<ul>\n<li><strong>GitHub\uff1a<\/strong><a href=\"https:\/\/github.com\/mergisi\/awesome-openclaw-agents\" target=\"_blank\">awesome-openclaw-agents<\/a><\/li>\n<li><strong>\u521b\u5efa\u65f6\u95f4\uff1a<\/strong>2026\u5e742\u6708<\/li>\n<li><strong>\u6a21\u677f\u6570\u91cf\uff1a<\/strong>205\u4e2a<\/li>\n<li><strong>\u5206\u7c7b\uff1a<\/strong>24\u4e2a\u7c7b\u522b<\/li>\n<\/ul>\n<p>\u542c\u8d77\u6765\u5f88\u552c\u4eba\uff0c\u4f46\u4ed4\u7ec6\u4e00\u770b\uff0c24\u4e2a\u7c7b\u522b\u91cc\u5927\u90e8\u5206\u662f&#8221;\u8425\u9500Agent&#8221;&#8221;\u5ba2\u670dAgent&#8221;&#8221;\u6570\u636e\u5206\u6790Agent&#8221;\u4e4b\u7c7b\u7684\uff0c\u771f\u6b63\u548c\u5b89\u5168\u64e6\u8fb9\u7684\u53ea\u6709vuln-scanner\u4e00\u4e2a\u3002\u800c\u4e14\u8fd9205\u4e2a&#8221;Agent&#8221;\uff0c\u8bf4\u767d\u4e86\u5c31\u662f205\u4e2a\u4e0d\u540c\u7684system prompt\u3002<\/p>\n<h2>Vuln-Scanner\u662f\u4ec0\u4e48<\/h2>\n<p>\u6211\u4e0b\u8f7d\u4e86 <a href=\"https:\/\/github.com\/mergisi\/awesome-openclaw-agents\/blob\/main\/agents\/security\/vuln-scanner\/SOUL.md\" target=\"_blank\">vuln-scanner\u7684SOUL.md<\/a>\uff0c\u6253\u5f00\u4e00\u770b\u2014\u2014<strong>\u5c31\u662f\u4e00\u4e2aprompt\u6587\u4ef6<\/strong>\u3002<\/p>\n<p>\u5b83\u5b9a\u4e49\u4e86\uff1a<\/p>\n<ul>\n<li>AI\u7684\u89d2\u8272\uff1a&#8221;\u4f60\u662f\u4e00\u4e2aAI\u6f0f\u6d1e\u8bc4\u4f30\u4e13\u5bb6&#8221;<\/li>\n<li>\u804c\u8d23\u8303\u56f4\uff1a\u626b\u63cf\u4f9d\u8d56\u6f0f\u6d1e\u3001\u6309\u53ef\u5229\u7528\u6027\u6392\u5e8f\u3001\u751f\u6210\u4fee\u590d\u8ba1\u5212<\/li>\n<li>\u884c\u4e3a\u89c4\u5219\uff1a\u5fc5\u987b\u5305\u542bCVE\u7f16\u53f7\u548cCVSS\u8bc4\u5206\u3001\u4e0d\u80fd\u51ed\u7a7a\u7f16\u9020\u6570\u636e\u3001\u6309\u53ef\u5229\u7528\u6027\u800c\u975e\u7eafCVSS\u5206\u6570\u6392\u5e8f<\/li>\n<li>\u8f93\u51fa\u683c\u5f0f\uff1a\u6309Critical\/High\/Medium\/Low\u5206\u7ea7\uff0c\u7ed9\u51fa\u5177\u4f53\u5347\u7ea7\u8def\u5f84<\/li>\n<\/ul>\n<p>\u672c\u8d28\u4e0a\uff0c<strong>\u5b83\u662f\u7ed9AI\u5957\u4e86\u4e00\u4e2a&#8221;\u5b89\u5168\u5de5\u7a0b\u5e08&#8221;\u7684\u4eba\u8bbe<\/strong>\uff0c\u8ba9AI\u6309\u7167\u5b89\u5168\u5206\u6790\u7684\u6846\u67b6\u6765\u8f93\u51fa\u7ed3\u679c\u3002<\/p>\n<h2>\u5b9e\u9645\u4f53\u9a8c<\/h2>\n<h3>\u4f7f\u7528\u65b9\u5f0f<\/h3>\n<p>\u8fd9\u4e2a\u6a21\u5757\u7684\u4f7f\u7528\u65b9\u5f0f\u5f88\u7b80\u5355\u2014\u2014\u628aSOUL.md\u7684\u5185\u5bb9\u4f5c\u4e3asystem prompt\u52a0\u8f7d\u5230AI\u5bf9\u8bdd\u4e2d\uff0c\u7136\u540e\u8ba9AI\u5206\u6790\u4f60\u7684\u9879\u76ee\u4f9d\u8d56\u3002\u6211\u81ea\u5df1\u8dd1\u4e86\u4e00\u6b21\uff0c\u8ba9\u5b83\u5206\u6790\u4e00\u4e2aNode.js\u9879\u76ee\u7684\u4f9d\u8d56\u6f0f\u6d1e\u3002<\/p>\n<p>\u5b9e\u9645\u7684\u626b\u63cf\u52a8\u4f5c\u8fd8\u662f\u9760 <code>npm audit<\/code>\uff1a<\/p>\n<pre><code>npm audit --registry=https:\/\/registry.npmjs.org<\/code><\/pre>\n<p>\u626b\u63cf\u7ed3\u679c\uff1a<\/p>\n<pre><code># npm audit report\n\nform-data  &lt;2.5.4\nSeverity: critical\nform-data uses unsafe random function in form-data for choosing boundary\n\nqs  &lt;=6.15.1\nSeverity: moderate\nqs arrayLimit bypass allows DoS via memory exhaustion\n\ntough-cookie  &lt;4.1.3\nSeverity: moderate\ntough-cookie Prototype Pollution vulnerability\n\nuuid  &lt;11.1.1\nSeverity: moderate\nuuid: Missing buffer bounds check in v3\/v5\/v6\n\n9 vulnerabilities (7 moderate, 2 critical)<\/code><\/pre>\n<h3>AI\u5206\u6790\u6548\u679c<\/h3>\n<p>\u628a\u626b\u63cf\u7ed3\u679c\u5582\u7ed9\u52a0\u8f7d\u4e86vuln-scanner prompt\u7684AI\u540e\uff0c\u5b83\u786e\u5b9e\u4f1a\u6309\u7167\u8bbe\u5b9a\u7684\u683c\u5f0f\u8f93\u51fa\uff1a<\/p>\n<ul>\n<li>\u6309\u4e25\u91cd\u7a0b\u5ea6\u5206\u7ea7\u6392\u5217<\/li>\n<li>\u6807\u6ce8\u54ea\u4e9b\u6f0f\u6d1e&#8221;\u7406\u8bba\u53ef\u5229\u7528&#8221;\u3001\u54ea\u4e9b&#8221;\u5b9e\u9645\u98ce\u9669\u4f4e&#8221;<\/li>\n<li>\u7ed9\u51fa\u5177\u4f53\u7684\u5347\u7ea7\u547d\u4ee4\u548c\u6ce8\u610f\u4e8b\u9879<\/li>\n<li>\u5bf9\u4e8e\u4e0d\u76f8\u5173\u7684CVE\uff0c\u4f1a\u8bf4\u660e\u4e3a\u4ec0\u4e48\u662f\u4f4e\u98ce\u9669\uff08\u6bd4\u5982&#8221;\u6f0f\u6d1e\u51fd\u6570\u5728\u4f60\u7684\u4ee3\u7801\u4e2d\u672a\u88ab\u8c03\u7528&#8221;\uff09<\/li>\n<\/ul>\n<p>\u8bf4\u5b9e\u8bdd\uff0c\u8fd9\u4e9b\u5206\u6790<strong>\u4e2d\u89c4\u4e2d\u77e9<\/strong>\u3002\u4e00\u4e2a\u6709\u7ecf\u9a8c\u7684\u5b89\u5168\u5de5\u7a0b\u5e08\u81ea\u5df1\u770bCVE\u63cf\u8ff0\u4e5f\u80fd\u5f97\u51fa\u540c\u6837\u7684\u7ed3\u8bba\u3002AI\u5728\u8fd9\u91cc\u7684\u4ef7\u503c\u66f4\u591a\u662f<strong>\u5e2e\u4f60\u8282\u7701\u4e86\u67e5CVE\u8be6\u60c5\u7684\u65f6\u95f4<\/strong>\uff0c\u628aCVE\u63cf\u8ff0\u7ffb\u8bd1\u6210\u4e86\u53ef\u64cd\u4f5c\u7684\u5efa\u8bae\u3002<\/p>\n<h2>\u6211\u7684\u771f\u5b9e\u611f\u53d7<\/h2>\n<h3>\u4f18\u70b9<\/h3>\n<ul>\n<li><strong>\u4e0a\u624b\u7b80\u5355\uff1a<\/strong>\u4e0b\u8f7dprompt\u6587\u4ef6\uff0c\u52a0\u8f7d\u5230AI\u5bf9\u8bdd\u91cc\u5c31\u80fd\u7528<\/li>\n<li><strong>\u8f93\u51fa\u683c\u5f0f\u89c4\u8303\uff1a<\/strong>\u6309Critical\/High\/Medium\u5206\u7ea7\uff0c\u6bd4\u7eafnpm audit\u7684\u8f93\u51fa\u66f4\u6613\u8bfb<\/li>\n<li><strong>\u5bf9\u975e\u5b89\u5168\u4eba\u5458\u6709\u7528\uff1a<\/strong>\u5f00\u53d1\u4eba\u5458\u4e0d\u61c2CVE\u6ca1\u5173\u7cfb\uff0cAI\u5e2e\u4f60\u7ffb\u8bd1\u6210&#8221;\u8be5\u5347\u7ea7\u4ec0\u4e48\u3001\u4e3a\u4ec0\u4e48&#8221;<\/li>\n<li><strong>\u8bef\u62a5\u8fc7\u6ee4\u6709\u4e00\u5b9a\u4f5c\u7528\uff1a<\/strong>\u5b83\u4f1a\u5c1d\u8bd5\u5224\u65ad\u6f0f\u6d1e\u51fd\u6570\u662f\u5426\u771f\u7684\u88ab\u8c03\u7528\u4e86<\/li>\n<\/ul>\n<h3>\u69fd\u70b9<\/h3>\n<ul>\n<li><strong>\u672c\u8d28\u5c31\u662f\u4e00\u6bb5prompt\uff1a<\/strong>\u626b\u63cf\u80fd\u529b\u5b8c\u5168\u4f9d\u8d56npm\/pip\u81ea\u5e26\u7684audit\uff0cAI\u672c\u8eab\u4e0d\u53d1\u73b0\u4efb\u4f55\u6f0f\u6d1e<\/li>\n<li><strong>&#8220;205\u4e2aAgent&#8221;\u540d\u4e0d\u526f\u5b9e\uff1a<\/strong>\u5b89\u5168\u7c7b\u5c311\u4e2a\uff0c\u5269\u4e0b\u7684\u5927\u90e8\u5206\u662f\u6362\u4e2a\u89d2\u8272\u63cf\u8ff0\u7684\u4e8b<\/li>\n<li><strong>\u548c\u771f\u6b63\u7684\u626b\u63cf\u5668\u6ca1\u6cd5\u6bd4\uff1a<\/strong>\u6bd4\u8d77Nuclei\u3001XRAY\u8fd9\u4e9b\u4e13\u4e1a\u5de5\u5177\uff0c\u4f9d\u8d56\u6f0f\u6d1e\u626b\u63cf\u53ea\u662f\u5b89\u5168\u5de5\u4f5c\u7684\u51b0\u5c71\u4e00\u89d2<\/li>\n<li><strong>\u7f3a\u4e4f\u4e3b\u52a8\u63a2\u6d4b\u80fd\u529b\uff1a<\/strong>\u4e0d\u4f1a\u53bb\u5b9e\u9645\u8bf7\u6c42\u76ee\u6807\u3001\u4e0d\u4f1afuzz\u53c2\u6570\u3001\u4e0d\u4f1a\u6d4b\u8bd5WAF\u7ed5\u8fc7\uff0c\u53ea\u662f\u88ab\u52a8\u5206\u6790\u4f9d\u8d56\u6e05\u5355<\/li>\n<li><strong>AI\u5206\u6790\u6df1\u5ea6\u6709\u9650\uff1a<\/strong>\u5bf9\u4e8e\u6709\u7ecf\u9a8c\u7684\u5b89\u5168\u5de5\u7a0b\u5e08\u6765\u8bf4\uff0c\u8fd9\u4e9b\u5206\u6790\u6ca1\u6709\u8d85\u51fa\u4f60\u81ea\u5df1\u770bCVE\u6587\u6863\u80fd\u5f97\u5230\u7684\u4fe1\u606f<\/li>\n<\/ul>\n<h3>\u9002\u5408\u8c01<\/h3>\n<p>\u5982\u679c\u4f60\u662f<strong>\u5f00\u53d1\u4eba\u5458<\/strong>\uff0c\u4e0d\u61c2\u5b89\u5168\u4f46\u60f3\u5feb\u901f\u4e86\u89e3\u9879\u76ee\u4f9d\u8d56\u6709\u6ca1\u6709\u5df2\u77e5\u6f0f\u6d1e\uff0c\u8fd9\u4e2aprompt\u6a21\u677f\u633a\u5408\u9002\u2014\u2014AI\u5e2e\u4f60\u7ffb\u8bd1CVE\uff0c\u544a\u8bc9\u4f60\u8be5\u5347\u7ea7\u4ec0\u4e48\u3002<\/p>\n<p>\u5982\u679c\u4f60\u662f<strong>\u5b89\u5168\u5de5\u7a0b\u5e08<\/strong>\uff0cnpm audit\u4f60\u65e9\u5c31\u4f1a\u7528\u4e86\uff0c\u8fd9\u4e2aprompt\u5bf9\u4f60\u6ca1\u6709\u589e\u91cf\u4ef7\u503c\u3002<\/p>\n<h2>\u603b\u7ed3<\/h2>\n<p>OpenClaw\u7684\u7406\u5ff5\u6ca1\u9519\u2014\u2014\u628aAI\u7684\u80fd\u529b\u7528prompt\u6a21\u677f\u56fa\u5316\u4e0b\u6765\uff0c\u964d\u4f4e\u4f7f\u7528\u95e8\u69db\u3002\u4f46\u76ee\u524d\u5b89\u5168\u7c7b\u53ea\u6709\u4e00\u4e2a\u4f9d\u8d56\u626b\u63cf\u6a21\u5757\uff0c\u800c\u4e14\u672c\u8d28\u5c31\u662f\u4e00\u6bb5system prompt + npm audit\uff0c\u5bf9\u5b89\u5168\u5de5\u7a0b\u5e08\u6765\u8bf4\u589e\u91cf\u4ef7\u503c\u6709\u9650\u3002<\/p>\n<p>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cSOUL.md\u7684\u5199\u6cd5\u672c\u8eab\u6709\u53c2\u8003\u4ef7\u503c\u2014\u2014\u5b83\u5b9a\u4e49\u4e86AI\u5b89\u5168\u5206\u6790\u7684\u884c\u4e3a\u89c4\u5219\u3001\u8f93\u51fa\u683c\u5f0f\u548c\u5224\u65ad\u903b\u8f91\u3002\u5982\u679c\u4f60\u60f3\u81ea\u5df1\u5199\u4e00\u4e2a\u66f4\u5f3a\u5927\u7684\u5b89\u5168\u5206\u6790Agent\uff0c\u53ef\u4ee5\u4ece\u8fd9\u4e2aprompt\u7ed3\u6784\u5f00\u59cb\uff0c\u518d\u52a0\u4e0a\u5b9e\u9645\u7684\u626b\u63cf\u5de5\u5177\u8c03\u7528\u80fd\u529b\u3002<\/p>\n<p>AI+\u5b89\u5168\u7684\u65b9\u5411\u6ca1\u95ee\u9898\uff0c\u4f46<strong>\u5de5\u5177\u8981\u89e3\u51b3\u771f\u5b9e\u75db\u70b9\uff0c\u800c\u4e0d\u662f\u7ed9\u5df2\u6709\u547d\u4ee4\u5957\u4e00\u5c42AI\u58f3<\/strong>\u3002\u671f\u5f85\u540e\u7eed\u80fd\u51fa\u73b0\u66f4\u6709\u6df1\u5ea6\u7684\u5b89\u5168Agent\u3002<\/p>\n<h2>\u53c2\u8003\u8d44\u6599<\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/mergisi\/awesome-openclaw-agents\" target=\"_blank\">OpenClaw GitHub<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/mergisi\/awesome-openclaw-agents\/blob\/main\/agents\/security\/vuln-scanner\/SOUL.md\" target=\"_blank\">Vuln-Scanner SOUL.md<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u6700\u8fd1\u5728\u7814\u7a76AI Agent\u5728\u5b89\u5168\u9886\u57df\u7684\u5e94\u7528\uff0c\u770b\u5230GitHub\u4e0a\u6709\u4e2a\u53ebOpenClaw\u7684\u9879\u76ee\uff0c\u53f7\u79f0\u6709205 &hellip; <\/p>\n","protected":false},"author":3,"featured_media":167,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-165","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-security"],"_links":{"self":[{"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/posts\/165","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/comments?post=165"}],"version-history":[{"count":5,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/posts\/165\/revisions"}],"predecessor-version":[{"id":190,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/posts\/165\/revisions\/190"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/media\/167"}],"wp:attachment":[{"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/media?parent=165"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/categories?post=165"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/tags?post=165"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}