{"id":2331,"date":"2026-02-10T01:25:30","date_gmt":"2026-02-10T01:25:30","guid":{"rendered":"https:\/\/oimi.me\/?p=2331"},"modified":"2026-02-10T01:25:30","modified_gmt":"2026-02-10T01:25:30","slug":"github-trending-shannon","status":"publish","type":"post","link":"https:\/\/myya.net\/index.php\/2026\/02\/10\/github-trending-shannon\/","title":{"rendered":"GitHub Trending-\u00a0Shannon"},"content":{"rendered":"<p>\u4eca\u5929\uff0c\u51b2\u4e0a GitHub Trending \u699c\u9996\u7684\u5f00\u6e90\u9879\u76ee\uff1a\u00a0<strong>Shannon<\/strong>\uff0c\u544a\u8bc9\u4e86\u6211\u4eec\u7b54\u6848\uff1a\u8ba9 AI \u6765\u653b\u51fb\u81ea\u5df1\uff0c\u5e76\u627e\u51fa\u6f0f\u6d1e\u3002<\/p>\n<p>\u9879\u76ee\u53d1\u5e03\u540e\uff0c\u77ed\u77ed\u4e09\u5929\uff0c\u66b4\u6da8 9100+ Star\uff0c\u603b\u661f\u6570\u7a81\u7834 1.3 \u4e07\u3002<!--more--><\/p>\n<section><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2332\" title=\"640-7\" src=\"https:\/\/oimi.me\/wp-content\/uploads\/2026\/02\/640-7.png\" alt=\"640-7\" width=\"928\" height=\"587\" \/><\/section>\n<p>\u4f5c\u4e3a\u4e00\u4e2a\u5168\u81ea\u52a8\u7684 AI \u6e17\u900f\u6d4b\u8bd5\u5458\uff0c<span data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;box-sizing: border-box;line-height: 1.8em;orphans: 4;margin: 2em 5px !important;font-size: 15px;letter-spacing: 0.1em;white-space: pre-wrap;width: inherit;color: rgb(51, 51, 51);font-family: \\&quot;Helvetica Neue\\&quot;, Helvetica, Arial, \\&quot;Segoe UI Emoji\\&quot;, \\&quot;SF Pro\\&quot;, sans-serif;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: 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height=\"632\" \/><\/section>\n<p>\u5b83\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u4ee3\u7801\u626b\u63cf\u5de5\u5177\uff0c\u66f4\u50cf\u662f\u4e00\u4e2a\u62e5\u6709\u72ec\u7acb\u601d\u8003\u80fd\u529b\u7684\u865a\u62df\u9ed1\u5ba2\u3002<\/p>\n<p>\u80fd\u505a\u5230\u81ea\u52a8\u6253\u5f00\u6d4f\u89c8\u5668\uff0c\u5bf9\u7740\u6211\u4eec\u7684\u5e94\u7528\u8fdb\u884c\u5404\u79cd\u5c1d\u8bd5\uff0c\u4ece\u767b\u5f55\u8ba4\u8bc1\u5230\u9875\u9762\u8df3\u8f6c\uff0c\u667a\u80fd\u5316\u5b8c\u6210\u6240\u6709\u6d41\u7a0b\u3002<\/p>\n<section><\/section>\n<p>\u6700\u8ba9\u6211\u4eec\u60ca\u559c\u7684\u662f\u5b83\u7684\u00a0<strong>\u201c\u5b9e\u9524\u201d\u00a0\u80fd\u529b<\/strong>\u3002<\/p>\n<p>\u5e02\u9762\u4e0a\u5f88\u591a\u626b\u63cf\u5668\uff0c\u53ea\u4f1a\u6254\u51fa\u4e00\u5806 \u201c\u7591\u4f3c\u6f0f\u6d1e\u201d \u7684\u8b66\u544a\uff0c\u641e\u5f97\u4eba\u5fc3\u60f6\u60f6\uff0c\u6700\u540e\u53d1\u73b0\u5168\u662f\u8bef\u62a5\u3002<\/p>\n<p>Shannon \u4e0d\u4e00\u6837\uff0c\u5b83\u4e3b\u5f20 \u201c\u6ca1\u6709\u5229\u7528\u6210\u529f\uff0c\u5c31\u4e0d\u5199\u8fdb\u62a5\u544a\u201d \u7684\u539f\u5219\u3002<\/p>\n<p>\u7b80\u5355\u6765\u8bf4\uff0c\u5c31\u662f\u4e00\u65e6\u5b83\u6000\u7591\u67d0\u4e2a\u5730\u65b9\u6709\u6ce8\u5165\u98ce\u9669\uff0c\u5b83\u6ca1\u6709\u76f4\u63a5\u544a\u8bc9\u6211\u4eec\u3002<\/p>\n<p>\u800c\u662f\u5728\u80cc\u540e\u6784\u9020\u653b\u51fb\u4ee3\u7801\uff0c\u53bb\u6267\u884c SQL \u6ce8\u5165\uff0c\u6216\u8005\u60f3\u529e\u6cd5\u7ed5\u8fc7\u8eab\u4efd\u9a8c\u8bc1\u3002<\/p>\n<p>\u6700\u540e\uff0c\u628a \u201c\u653b\u7834\u7684\u8bc1\u636e\u201d \u76f4\u63a5\u7529\u5728\u6211\u4eec\u9762\u524d\uff0c\u8bc1\u660e\u8fd9\u4e2a\u6f0f\u6d1e\u662f\u771f\u7684\u80fd\u88ab\u5229\u7528\u3002<\/p>\n<section><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2334\" title=\"640-9\" src=\"https:\/\/oimi.me\/wp-content\/uploads\/2026\/02\/640-9.png\" alt=\"640-9\" width=\"674\" height=\"568\" \/><\/section>\n<p>\u6bd4\u5982\u5728\u8457\u540d\u7684\u6f0f\u6d1e\u9776\u573a OWASP Juice Shop \u6d4b\u8bd5\u4e2d\uff0c\u5b83\u4e00\u53e3\u6c14\u53d1\u73b0\u4e86 20 \u591a\u4e2a\u9ad8\u5371\u6f0f\u6d1e\u3002<\/p>\n<p>\u751a\u81f3\u8fd8\u6210\u529f\u7ed5\u8fc7\u4e86\u53cc\u91cd\u9a8c\u8bc1\uff0c\u76f4\u63a5\u4ece\u6570\u636e\u5e93\u91cc\u628a\u7528\u6237\u6570\u636e\u7ed9\u62d6\u4e86\u51fa\u6765\uff0c\u8fd9\u6218\u6597\u529b\u7b80\u76f4\u7206\u8868\u3002<\/p>\n<section><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2335\" title=\"640-10\" src=\"https:\/\/oimi.me\/wp-content\/uploads\/2026\/02\/640-10.png\" alt=\"640-10\" width=\"1080\" height=\"476\" \/><\/section>\n<p>\u5728\u67b6\u6784\u8bbe\u8ba1\u4e0a\uff0cShannon \u6a21\u4eff\u4e86\u4eba\u7c7b\u6e17\u900f\u6d4b\u8bd5\u7684\u601d\u7ef4\u903b\u8f91\u3002<\/p>\n<p>\u5b83\u628a\u6574\u4e2a\u8fc7\u7a0b\u5206\u6210\u4e86\u4fa6\u5bdf\u3001\u5206\u6790\u3001\u5229\u7528\u548c\u62a5\u544a\u56db\u4e2a\u9636\u6bb5\uff0c\u5229\u7528\u591a\u4e2a AI Agent \u534f\u540c\u5de5\u4f5c\u3002<\/p>\n<p>\u5148\u662f\u7528 Nmap \u7b49\u5de5\u5177\u6478\u6e05\u5e95\u7ec6\uff0c\u7136\u540e\u5206\u6790\u4ee3\u7801\u5bfb\u627e\u5f31\u70b9\uff0c\u6700\u540e\u5e76\u884c\u542f\u52a8\u591a\u4e2a Agent \u8fdb\u884c\u653b\u51fb\u5c1d\u8bd5\u3002<\/p>\n<p>\u76ee\u524d\u5b83\u5df2\u7ecf\u80fd\u8986\u76d6\u6ce8\u5165\u653b\u51fb\u3001XSS\u3001SSRF \u4ee5\u53ca\u8eab\u4efd\u9a8c\u8bc1\u5931\u6548\u7b49\u591a\u79cd\u5173\u952e\u6f0f\u6d1e\u3002<\/p>\n<p>\u60f3\u8981\u4f7f\u7528\u5b83\u4e5f\u975e\u5e38\u7b80\u5355\uff0c\u9879\u76ee\u63d0\u4f9b\u4e86 Docker \u955c\u50cf\uff0c\u53ea\u9700\u8981\u914d\u7f6e\u597d Anthropic \u7684 API Key \u5c31\u80fd\u8dd1\u8d77\u6765\u3002<\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"bash\"><code>git\u00a0<span class=\"code-snippet__built_in\">clone<\/span>\u00a0https:\/\/github.com\/KeygraphHQ\/shannon.git<\/code><code><span class=\"code-snippet__built_in\">cd<\/span>\u00a0shannon<\/code><code><span class=\"code-snippet__comment\"># \u5feb\u901f\u542f\u52a8\u6e17\u900f\u6d4b\u8bd5<\/span><\/code><code>.\/shannon start URL=https:\/\/your-app.com REPO=\/path\/to\/your\/repo<\/code><\/pre>\n<\/section>\n<section><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2336\" title=\"640-11\" src=\"https:\/\/oimi.me\/wp-content\/uploads\/2026\/02\/640-11.png\" alt=\"640-11\" width=\"818\" height=\"536\" \/><\/section>\n<p>\u4e0d\u8fc7\u8fd9\u91cc\u5fc5\u987b<strong>\u63d0\u9192\u4e00\u4e0b<\/strong>\uff1a<\/p>\n<p>Shannon \u662f\u771f\u5200\u771f\u67aa\u5730\u5728\u8fdb\u884c\u653b\u51fb\u6d4b\u8bd5\uff0c\u4f1a\u4ea7\u751f\u5f88\u591a\u4e0d\u53ef\u9006\u7684\u6570\u636e\u4fee\u6539\u3002<\/p>\n<p><strong>\u5efa\u8bae\u4e0d\u8981\u5728\u751f\u4ea7\u73af\u5883\u8fd0\u884c\uff01<\/strong><\/p>\n<p>\u53ea\u80fd\u5728\u672c\u5730\u6216\u8005\u6d4b\u8bd5\u73af\u5883\u91cc\u6298\u817e\uff0c\u5426\u5219\u6709\u53ef\u80fd\u628a\u7ebf\u4e0a\u6570\u636e\u5e93\u76f4\u63a5\u641e\u6ca1\u4e86\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u76ee\u524d\u7684\u5f00\u6e90\u7248\u672c\u662f Lite \u7248\uff0c\u91c7\u7528 AGPL-3.0 \u534f\u8bae\uff0c\u5bf9\u4e8e\u4e2a\u4eba\u5f00\u53d1\u8005\u548c\u4e2d\u5c0f\u56e2\u961f\u81ea\u6d4b\u6765\u8bf4\uff0c\u5df2\u7ecf\u591f\u7528\u7684\u3002<\/p>\n<p>\u5982\u679c\u6211\u4eec\u4e5f\u62c5\u5fc3 AI \u5199\u7684\u4ee3\u7801\u4e0d\u591f\u5b89\u5168\uff0c\u4e0d\u59a8\u8bf7\u8fd9\u4f4d AI \u9ed1\u5ba2\u6765\u641e\u4e00\u6b21\u6f14\u4e60\u3002<\/p>\n<h3 data-pm-slice=\"0 0 []\">\u5199\u5728\u6700\u540e<\/h3>\n<p data-path-to-node=\"4\" data-pm-slice=\"0 0 []\">Shannon \u7684\u51fa\u73b0\uff0c\u6807\u5fd7\u7740\u8f6f\u4ef6\u5de5\u7a0b\u6b63\u5728\u9010\u6b65\u8fdb\u5165\u00a0<b data-path-to-node=\"4\" data-index-in-node=\"32\">\u201cAgent-First\u201d<\/b>\u00a0\u65b0\u9636\u6bb5\u3002<\/p>\n<p data-path-to-node=\"5\">\u8fc7\u53bb\u6211\u4eec\u8c08\u8bba AI\uff0c\u66f4\u591a\u662f\u5728\u804a\u5982\u4f55\u7528\u5b83\u5199\u4e00\u6bb5\u903b\u8f91\u3001\u753b\u4e00\u5f20\u56fe\u3002\u4f46 Shannon \u8ba9\u6211\u4eec\u770b\u5230\uff0cAI \u5df2\u7ecf\u5f00\u59cb\u627f\u62c5\u8d77 \u201c\u5f3a\u7ed3\u679c\u5bfc\u5411\u201d \u7684\u590d\u6742\u5de5\u7a0b\u4efb\u52a1\u3002<\/p>\n<p data-path-to-node=\"5\">\u5f53\u4ee3\u7801\u751f\u6210\u7684\u8fb9\u9645\u6210\u672c\u8d8b\u8fd1\u4e8e\u96f6\uff0c\u5b89\u5168\u9a8c\u8bc1\u7684\u6210\u672c\u5982\u679c\u4e0d\u968f\u4e4b\u4e0b\u964d\uff0c\u8f6f\u4ef6\u7684\u7a33\u5b9a\u6027\u4fbf\u96be\u4ee5\u7ef4\u6301\uff0c\u5b89\u5168\u4e5f\u4f1a\u6210\u4e3a\u521b\u65b0\u7684\u67b7\u9501\u3002<\/p>\n<p data-path-to-node=\"6\">\u672a\u6765\u7684\u4f18\u79c0\u5f00\u53d1\u8005\uff0c\u53ef\u80fd\u4e0d\u518d\u53ea\u662f\u90a3\u4e2a\u80fd\u624b\u5199\u590d\u6742\u9632\u62a4\u903b\u8f91\u7684\u4eba\uff0c\u800c\u662f\u90a3\u4e2a\u80fd\u540c\u65f6\u6307\u6325\u591a\u4e2a\u4f18\u79c0 AI Agent\uff0c\u5168\u65b9\u4f4d\u81ea\u52a8\u5316\u7f16\u7ec7\u51fa\u575a\u56fa\u9632\u7ebf\u7684\u4eba\u3002<\/p>\n<p data-path-to-node=\"6\">\u8fd9\u79cd\u65b0\u7684 \u201c\u4eba\u673a\u534f\u540c\u201d \u8303\u5f0f\u8f6c\u79fb\uff0c\u5728\u6253\u901a\u81ea\u52a8\u5316\u534f\u4f5c\u65f6\uff0c\u5c06\u6210\u4e3a\u8fd9\u4e00\u8f6e AI \u6d6a\u6f6e\u7559\u7ed9\u6240\u6709\u521b\u4e1a\u8005\u548c\u6280\u672f\u4eba\u6700\u5927\u7684\u7ea2\u5229\u3002<\/p>\n<p>GitHub \u9879\u76ee\u5730\u5740\uff1a<a href=\"https:\/\/github.com\/KeygraphHQ\/shannon\">https:\/\/github.com\/KeygraphHQ\/shannon<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4eca\u5929\uff0c\u51b2\u4e0a GitHub Trending \u699c\u9996\u7684\u5f00\u6e90\u9879\u76ee\uff1a\u00a0Shannon\uff0c\u544a\u8bc9\u4e86\u6211\u4eec\u7b54\u6848\uff1a\u8ba9 AI \u6765\u653b\u51fb [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2332,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[15,27,28,94,125,126,233,276,352],"class_list":["post-2331","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-9100-star","tag-ai-agent","tag-ai-","tag-docker-","tag-github-trending","tag-github-","tag-owasp-juice-shop","tag-shannon","tag-352"],"_links":{"self":[{"href":"https:\/\/myya.net\/index.php\/wp-json\/wp\/v2\/posts\/2331","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/myya.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/myya.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/myya.net\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/myya.net\/index.php\/wp-json\/wp\/v2\/comments?post=2331"}],"version-history":[{"count":0,"href":"https:\/\/myya.net\/index.php\/wp-json\/wp\/v2\/posts\/2331\/revisions"}],"wp:attachment":[{"href":"https:\/\/myya.net\/index.php\/wp-json\/wp\/v2\/media?parent=2331"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/myya.net\/index.php\/wp-json\/wp\/v2\/categories?post=2331"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/myya.net\/index.php\/wp-json\/wp\/v2\/tags?post=2331"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}