{"id":1050,"date":"2026-04-24T16:22:19","date_gmt":"2026-04-24T08:22:19","guid":{"rendered":"http:\/\/weizn.net\/?p=1050"},"modified":"2026-05-10T13:08:20","modified_gmt":"2026-05-10T05:08:20","slug":"test","status":"publish","type":"post","link":"http:\/\/weizn.net\/?p=1050","title":{"rendered":"A2A \u4f53\u7cfb\u5316\u8bbe\u8ba1\u5b9e\u8df5"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_17 counter-hierarchy\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" style=\"display: none;\"><i class=\"ez-toc-glyphicon ez-toc-icon-toggle\"><\/i><\/a><\/span><\/div>\n<nav><ul class=\"ez-toc-list ez-toc-list-level-1\"><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-1\" href=\"http:\/\/weizn.net\/?p=1050\/#1_%E5%A4%9AAgent_%E7%B3%BB%E7%BB%9F%E7%9A%84%E7%9C%9F%E6%AD%A3%E9%9A%BE%E7%82%B9%E4%B8%8D%E5%9C%A8%22%E5%A4%9A%22\" title=\"1. \u591aAgent \u7cfb\u7edf\u7684\u771f\u6b63\u96be\u70b9\u4e0d\u5728&quot;\u591a&quot;\">1. \u591aAgent \u7cfb\u7edf\u7684\u771f\u6b63\u96be\u70b9\u4e0d\u5728&quot;\u591a&quot;<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-2\" href=\"http:\/\/weizn.net\/?p=1050\/#2_%E5%85%88%E7%9C%8B%E4%B8%A4%E6%A3%B5%E7%9C%9F%E5%AE%9E%E8%BF%90%E8%A1%8C%E8%BF%87%E7%9A%84%E4%BB%BB%E5%8A%A1%E6%A0%91\" title=\"2. \u5148\u770b\u4e24\u68f5\u771f\u5b9e\u8fd0\u884c\u8fc7\u7684\u4efb\u52a1\u6811\">2. \u5148\u770b\u4e24\u68f5\u771f\u5b9e\u8fd0\u884c\u8fc7\u7684\u4efb\u52a1\u6811<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-3\" href=\"http:\/\/weizn.net\/?p=1050\/#21_%E8%B0%83%E5%BA%A6%E8%87%AA%E6%A3%80%EF%BC%9A%E5%B1%82%E7%BA%A7%E5%A7%94%E6%B4%BE%E4%B8%8E%E7%88%B6%E5%AD%90%E9%80%9A%E8%AE%AF\" title=\"2.1 \u8c03\u5ea6\u81ea\u68c0\uff1a\u5c42\u7ea7\u59d4\u6d3e\u4e0e\u7236\u5b50\u901a\u8baf\">2.1 \u8c03\u5ea6\u81ea\u68c0\uff1a\u5c42\u7ea7\u59d4\u6d3e\u4e0e\u7236\u5b50\u901a\u8baf<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-4\" href=\"http:\/\/weizn.net\/?p=1050\/#22_%E7%9C%9F%E5%AE%9E%E6%B8%97%E9%80%8F%EF%BC%9A%E6%89%87%E5%87%BA%E6%90%9C%E7%B4%A2%E4%B8%8E%E5%88%86%E6%94%AF%E6%94%B6%E6%95%9B\" title=\"2.2 \u771f\u5b9e\u6e17\u900f\uff1a\u6247\u51fa\u641c\u7d22\u4e0e\u5206\u652f\u6536\u655b\">2.2 \u771f\u5b9e\u6e17\u900f\uff1a\u6247\u51fa\u641c\u7d22\u4e0e\u5206\u652f\u6536\u655b<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-5\" href=\"http:\/\/weizn.net\/?p=1050\/#23_%E5%90%8C%E4%B8%80%E5%A5%97%E5%BC%95%E6%93%8E%EF%BC%8C%E4%B8%A4%E7%A7%8D%E8%BF%90%E8%A1%8C%E6%A8%A1%E5%BC%8F\" title=\"2.3 \u540c\u4e00\u5957\u5f15\u64ce\uff0c\u4e24\u79cd\u8fd0\u884c\u6a21\u5f0f\">2.3 \u540c\u4e00\u5957\u5f15\u64ce\uff0c\u4e24\u79cd\u8fd0\u884c\u6a21\u5f0f<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-6\" href=\"http:\/\/weizn.net\/?p=1050\/#3_%E4%BD%93%E7%B3%BB%E5%8C%96%E8%A7%86%E8%A7%92%EF%BC%9AA2A_%E7%B3%BB%E7%BB%9F%E7%9A%84%E4%BA%94%E4%B8%AA%E8%AE%BE%E8%AE%A1%E5%B9%B3%E9%9D%A2\" title=\"3. \u4f53\u7cfb\u5316\u89c6\u89d2\uff1aA2A \u7cfb\u7edf\u7684\u4e94\u4e2a\u8bbe\u8ba1\u5e73\u9762\">3. \u4f53\u7cfb\u5316\u89c6\u89d2\uff1aA2A \u7cfb\u7edf\u7684\u4e94\u4e2a\u8bbe\u8ba1\u5e73\u9762<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-7\" href=\"http:\/\/weizn.net\/?p=1050\/#4_%E8%A3%85%E9%85%8D%E5%B9%B3%E9%9D%A2%EF%BC%9A%E7%94%A8%E9%85%8D%E7%BD%AE%E6%8A%8A%E7%BD%91%E7%BB%9C%E5%A3%B0%E6%98%8E%E5%87%BA%E6%9D%A5\" title=\"4. \u88c5\u914d\u5e73\u9762\uff1a\u7528\u914d\u7f6e\u628a\u7f51\u7edc\u58f0\u660e\u51fa\u6765\">4. \u88c5\u914d\u5e73\u9762\uff1a\u7528\u914d\u7f6e\u628a\u7f51\u7edc\u58f0\u660e\u51fa\u6765<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-8\" href=\"http:\/\/weizn.net\/?p=1050\/#41_%E4%B8%80%E4%B8%AA%E7%9B%AE%E5%BD%95%EF%BC%8C%E5%B0%B1%E6%98%AF%E4%B8%80%E5%BC%A0%E7%BB%84%E7%BB%87%E5%9B%BE\" title=\"4.1 \u4e00\u4e2a\u76ee\u5f55\uff0c\u5c31\u662f\u4e00\u5f20\u7ec4\u7ec7\u56fe\">4.1 \u4e00\u4e2a\u76ee\u5f55\uff0c\u5c31\u662f\u4e00\u5f20\u7ec4\u7ec7\u56fe<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-9\" href=\"http:\/\/weizn.net\/?p=1050\/#42_%E5%85%A5%E5%8F%A3%E5%B1%82%EF%BC%9A%E5%A3%B0%E6%98%8E%E4%B8%8A%E5%B1%82%E8%83%BD%E7%9C%8B%E8%A7%81%E7%9A%84%E7%BD%91%E7%BB%9C\" title=\"4.2 \u5165\u53e3\u5c42\uff1a\u58f0\u660e\u4e0a\u5c42\u80fd\u770b\u89c1\u7684\u7f51\u7edc\">4.2 \u5165\u53e3\u5c42\uff1a\u58f0\u660e\u4e0a\u5c42\u80fd\u770b\u89c1\u7684\u7f51\u7edc<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-10\" href=\"http:\/\/weizn.net\/?p=1050\/#43_%E4%B8%AD%E6%9E%A2%E5%B1%82%EF%BC%9A%E5%A3%B0%E6%98%8E%E5%AF%B9%E5%A4%96%E8%BA%AB%E4%BB%BD%E4%B8%8E%E4%B8%8B%E6%B8%B8%E7%BB%84%E7%BB%87\" title=\"4.3 \u4e2d\u67a2\u5c42\uff1a\u58f0\u660e\u5bf9\u5916\u8eab\u4efd\u4e0e\u4e0b\u6e38\u7ec4\u7ec7\">4.3 \u4e2d\u67a2\u5c42\uff1a\u58f0\u660e\u5bf9\u5916\u8eab\u4efd\u4e0e\u4e0b\u6e38\u7ec4\u7ec7<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-11\" href=\"http:\/\/weizn.net\/?p=1050\/#44_%E6%8A%80%E8%83%BD%E5%B1%82%EF%BC%9A%E5%A3%B0%E6%98%8E%E8%A7%92%E8%89%B2%E4%BA%BA%E6%A0%BC%E4%B8%8E%E8%BF%90%E8%A1%8C%E8%BE%B9%E7%95%8C\" title=\"4.4 \u6280\u80fd\u5c42\uff1a\u58f0\u660e\u89d2\u8272\u4eba\u683c\u4e0e\u8fd0\u884c\u8fb9\u754c\">4.4 \u6280\u80fd\u5c42\uff1a\u58f0\u660e\u89d2\u8272\u4eba\u683c\u4e0e\u8fd0\u884c\u8fb9\u754c<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-12\" href=\"http:\/\/weizn.net\/?p=1050\/#45_%E8%A3%85%E9%85%8D%E7%9A%84%E6%9C%AC%E8%B4%A8\" title=\"4.5 \u88c5\u914d\u7684\u672c\u8d28\">4.5 \u88c5\u914d\u7684\u672c\u8d28<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-13\" href=\"http:\/\/weizn.net\/?p=1050\/#5_%E6%8E%A7%E5%88%B6%E5%B9%B3%E9%9D%A2%EF%BC%9A%E4%BB%BB%E5%8A%A1%E4%BB%8E%E5%93%AA%E9%87%8C%E8%BF%9B%E5%85%A5%E3%80%81%E7%94%B1%E8%B0%81%E6%B1%87%E6%80%BB\" title=\"5. 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href=\"http:\/\/weizn.net\/?p=1050\/#6_%E7%BC%96%E6%8E%92%E5%B9%B3%E9%9D%A2%EF%BC%9A%E4%B8%AD%E6%9E%A2%E5%A6%82%E4%BD%95%E6%8A%8A%E4%BB%BB%E5%8A%A1%E5%88%86%E4%B8%8B%E5%8E%BB%E3%80%81%E6%8A%8A%E7%BB%93%E6%9E%9C%E7%BC%9D%E4%B8%8A%E6%9D%A5\" title=\"6. \u7f16\u6392\u5e73\u9762\uff1a\u4e2d\u67a2\u5982\u4f55\u628a\u4efb\u52a1\u5206\u4e0b\u53bb\u3001\u628a\u7ed3\u679c\u7f1d\u4e0a\u6765\">6. \u7f16\u6392\u5e73\u9762\uff1a\u4e2d\u67a2\u5982\u4f55\u628a\u4efb\u52a1\u5206\u4e0b\u53bb\u3001\u628a\u7ed3\u679c\u7f1d\u4e0a\u6765<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-17\" href=\"http:\/\/weizn.net\/?p=1050\/#61_%E4%B8%AD%E6%9E%A2%E4%B8%8D%E6%98%AF%E9%80%8F%E6%98%8E%E8%BD%AC%E5%8F%91%E5%99%A8\" title=\"6.1 \u4e2d\u67a2\u4e0d\u662f\u900f\u660e\u8f6c\u53d1\u5668\">6.1 \u4e2d\u67a2\u4e0d\u662f\u900f\u660e\u8f6c\u53d1\u5668<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-18\" href=\"http:\/\/weizn.net\/?p=1050\/#62_%E7%BC%96%E6%8E%92%E5%9B%9E%E8%B7%AF%E7%9A%84%E6%A0%87%E5%87%86%E6%97%B6%E5%BA%8F\" title=\"6.2 \u7f16\u6392\u56de\u8def\u7684\u6807\u51c6\u65f6\u5e8f\">6.2 \u7f16\u6392\u56de\u8def\u7684\u6807\u51c6\u65f6\u5e8f<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-19\" href=\"http:\/\/weizn.net\/?p=1050\/#63_%E7%86%94%E6%96%AD%E4%B8%8D%E6%98%AF%E5%85%84%E5%BC%9F%E9%80%9A%E8%AE%AF\" title=\"6.3 \u7194\u65ad\u4e0d\u662f\u5144\u5f1f\u901a\u8baf\">6.3 \u7194\u65ad\u4e0d\u662f\u5144\u5f1f\u901a\u8baf<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-20\" href=\"http:\/\/weizn.net\/?p=1050\/#7_%E9%80%9A%E8%AE%AF%E5%B9%B3%E9%9D%A2%EF%BC%9A%E7%88%B6%E5%AD%90%E8%8A%82%E7%82%B9%E4%B9%8B%E9%97%B4%E5%88%B0%E5%BA%95%E4%BA%A4%E6%8D%A2%E4%BA%86%E4%BB%80%E4%B9%88\" title=\"7. 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\u540c\u6837\u4e00\u6761\u7236\u5b50\u8fb9\uff0c\u53ef\u80fd\u7a20\u5bc6\uff0c\u4e5f\u53ef\u80fd\u7a00\u758f\">7.2 \u540c\u6837\u4e00\u6761\u7236\u5b50\u8fb9\uff0c\u53ef\u80fd\u7a20\u5bc6\uff0c\u4e5f\u53ef\u80fd\u7a00\u758f<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-23\" href=\"http:\/\/weizn.net\/?p=1050\/#73_%E9%80%9A%E8%AE%AF-%E7%BC%96%E6%8E%92%E9%97%AD%E7%8E%AF\" title=\"7.3 \u901a\u8baf-\u7f16\u6392\u95ed\u73af\">7.3 \u901a\u8baf-\u7f16\u6392\u95ed\u73af<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-24\" href=\"http:\/\/weizn.net\/?p=1050\/#8_%E8%A7%82%E6%B5%8B%E5%B9%B3%E9%9D%A2%EF%BC%9A%E6%8A%8A%E8%BF%90%E8%A1%8C%E6%80%81%E8%BF%98%E5%8E%9F%E6%88%90%E6%8B%93%E6%89%91%E3%80%81%E8%BF%87%E7%A8%8B%E4%B8%8E%E6%8A%A5%E5%91%8A\" title=\"8. \u89c2\u6d4b\u5e73\u9762\uff1a\u628a\u8fd0\u884c\u6001\u8fd8\u539f\u6210\u62d3\u6251\u3001\u8fc7\u7a0b\u4e0e\u62a5\u544a\">8. \u89c2\u6d4b\u5e73\u9762\uff1a\u628a\u8fd0\u884c\u6001\u8fd8\u539f\u6210\u62d3\u6251\u3001\u8fc7\u7a0b\u4e0e\u62a5\u544a<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-25\" href=\"http:\/\/weizn.net\/?p=1050\/#81_%E4%BA%8B%E4%BB%B6%E6%B5%81%EF%BC%9A%E6%AF%8F%E4%B8%80%E4%B8%AA_Agent_%E9%83%BD%E6%98%AF%E4%BA%8B%E4%BB%B6%E6%BA%90\" title=\"8.1 \u4e8b\u4ef6\u6d41\uff1a\u6bcf\u4e00\u4e2a Agent \u90fd\u662f\u4e8b\u4ef6\u6e90\">8.1 \u4e8b\u4ef6\u6d41\uff1a\u6bcf\u4e00\u4e2a Agent \u90fd\u662f\u4e8b\u4ef6\u6e90<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-26\" href=\"http:\/\/weizn.net\/?p=1050\/#82_%E6%97%A5%E5%BF%97%E6%9C%8D%E5%8A%A1%EF%BC%9A%E6%8A%8A%E4%BA%8B%E4%BB%B6%E6%8C%89%E4%BB%BB%E5%8A%A1%E6%A0%91%E9%87%8D%E7%BB%84\" title=\"8.2 \u65e5\u5fd7\u670d\u52a1\uff1a\u628a\u4e8b\u4ef6\u6309\u4efb\u52a1\u6811\u91cd\u7ec4\">8.2 \u65e5\u5fd7\u670d\u52a1\uff1a\u628a\u4e8b\u4ef6\u6309\u4efb\u52a1\u6811\u91cd\u7ec4<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-27\" href=\"http:\/\/weizn.net\/?p=1050\/#83_Runtime_Inspector%EF%BC%9A%E6%8A%8A%E6%95%B0%E6%8D%AE%E7%BF%BB%E8%AF%91%E6%88%90%E5%8F%AF%E8%AF%BB%E8%A7%86%E5%9B%BE\" title=\"8.3 Runtime Inspector\uff1a\u628a\u6570\u636e\u7ffb\u8bd1\u6210\u53ef\u8bfb\u89c6\u56fe\">8.3 Runtime Inspector\uff1a\u628a\u6570\u636e\u7ffb\u8bd1\u6210\u53ef\u8bfb\u89c6\u56fe<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-28\" href=\"http:\/\/weizn.net\/?p=1050\/#84_%E4%B8%89%E5%8F%A5%E8%AF%9D%E8%AE%B2%E6%B8%85%E8%A7%82%E6%B5%8B%E7%9A%84%E4%BD%8D%E7%BD%AE\" title=\"8.4 \u4e09\u53e5\u8bdd\u8bb2\u6e05\u89c2\u6d4b\u7684\u4f4d\u7f6e\">8.4 \u4e09\u53e5\u8bdd\u8bb2\u6e05\u89c2\u6d4b\u7684\u4f4d\u7f6e<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-29\" href=\"http:\/\/weizn.net\/?p=1050\/#9_%E4%BC%98%E7%82%B9%E3%80%81%E4%BB%A3%E4%BB%B7%E4%B8%8E%E9%80%82%E7%94%A8%E8%BE%B9%E7%95%8C\" title=\"9. \u4f18\u70b9\u3001\u4ee3\u4ef7\u4e0e\u9002\u7528\u8fb9\u754c\">9. \u4f18\u70b9\u3001\u4ee3\u4ef7\u4e0e\u9002\u7528\u8fb9\u754c<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-30\" href=\"http:\/\/weizn.net\/?p=1050\/#91_%E4%BC%98%E7%82%B9\" title=\"9.1 \u4f18\u70b9\">9.1 \u4f18\u70b9<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-31\" href=\"http:\/\/weizn.net\/?p=1050\/#92_%E4%BB%A3%E4%BB%B7\" title=\"9.2 \u4ee3\u4ef7\">9.2 \u4ee3\u4ef7<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-32\" href=\"http:\/\/weizn.net\/?p=1050\/#93_%E9%80%82%E7%94%A8%E8%BE%B9%E7%95%8C\" title=\"9.3 \u9002\u7528\u8fb9\u754c\">9.3 \u9002\u7528\u8fb9\u754c<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-33\" href=\"http:\/\/weizn.net\/?p=1050\/#10_%E7%BB%93%E8%AF%AD\" title=\"10. \u7ed3\u8bed\">10. \u7ed3\u8bed<\/a><\/li><\/ul><\/nav><\/div>\n<div class=\"gfmr-markdown-container\"><div class=\"gfmr-markdown-source\" style=\"display: none;\">&lt;h2&gt;1. \u591aAgent \u7cfb\u7edf\u7684\u771f\u6b63\u96be\u70b9\u4e0d\u5728&quot;\u591a&quot;&lt;\/h2&gt;\n&lt;p&gt;\u8c08\u591aAgent\uff0c\u5bb9\u6613\u4f1a\u628a\u7126\u70b9\u653e\u5728&quot;\u591a&quot;\u3002Agent \u6570\u91cf\u66f4\u591a\u3001\u89d2\u8272\u66f4\u7ec6\uff0c\u4f3c\u4e4e\u7cfb\u7edf\u5c31\u4f1a\u81ea\u7136\u53d8\u5f3a\u3002&lt;br \/&gt;\n\u628a\u7cfb\u7edf\u771f\u6b63\u8dd1\u8d77\u6765\u4e4b\u540e\uff0c\u74f6\u9888\u5f88\u5c11\u51fa\u73b0\u5728&quot;\u591a&quot;\u3002&lt;\/p&gt;\n&lt;p&gt;\u66f4\u96be\u5904\u7406\u7684\u662f\u53e6\u5916\u51e0\u4ef6\u4e8b\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;\u89d2\u8272\u600e\u4e48\u4ece\u914d\u7f6e\u4e2d&lt;strong&gt;\u88c5\u914d&lt;\/strong&gt;\u51fa\u6765\uff1b&lt;\/li&gt;\n&lt;li&gt;\u4efb\u52a1\u4ece\u5165\u53e3\u8fdb\u6765\u540e\uff0c\u7531\u8c01\u8d1f\u8d23&lt;strong&gt;\u62c6\u89e3\u3001\u51b3\u7b56\u4e0e\u6700\u7ec8\u6c47\u603b&lt;\/strong&gt;\uff08\u63a7\u5236\uff09\uff1b&lt;\/li&gt;\n&lt;li&gt;\u4e2d\u67a2\u600e\u4e48\u628a\u4efb\u52a1&lt;strong&gt;\u5206\u53d1\u4e0b\u53bb\u3001\u628a\u7ed3\u679c\u7f1d\u5408\u4e0a\u6765&lt;\/strong&gt;\uff08\u7f16\u6392\uff09\uff1b&lt;\/li&gt;\n&lt;li&gt;\u8282\u70b9\u4e4b\u95f4\u5230\u5e95&lt;strong&gt;\u4ea4\u6362\u4e86\u4ec0\u4e48&lt;\/strong&gt;\uff0c\u53c8\u5728\u4ec0\u4e48\u8fb9\u754c\u4e0a\u4ea4\u6362\uff08\u901a\u8baf\uff09\uff1b&lt;\/li&gt;\n&lt;li&gt;\u8fd9\u4e00\u5207\u8fd0\u884c\u8d77\u6765\u4e4b\u540e\uff0c\u5982\u4f55\u88ab&lt;strong&gt;\u8fd8\u539f\u6210\u53ef\u8bfb\u7684\u8fc7\u7a0b&lt;\/strong&gt;\uff08\u89c2\u6d4b\uff09\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u5982\u679c\u8fd9\u4e94\u4ef6\u4e8b\u6ca1\u6709\u88ab\u7ec4\u7ec7\u6210\u663e\u5f0f\u673a\u5236\uff0c\u591aAgent \u5f88\u5bb9\u6613\u9000\u5316\u6210\u53e6\u4e00\u79cd\u5f62\u6001\u7684\u5355\u4f53\u7a0b\u5e8f\u2014\u2014\u53ea\u662f\u628a\u85cf\u5728\u4e00\u4e2a\u5927 Prompt \u91cc\u7684\u6df7\u4e71\uff0c\u62c6\u6210\u4e86\u82e5\u5e72\u4e2a\u4e92\u76f8\u4e0d\u53ef\u89c1\u7684\u5c0f\u9ed1\u76d2\u3002&lt;\/p&gt;\n&lt;p&gt;\u4e0b\u6587\u4e0d\u518d\u8ba8\u8bba&quot;\u591aAgent \u662f\u4e0d\u662f\u6709\u524d\u666f&quot;\uff0c\u800c\u662f\u501f\u4e00\u4e2a\u5df2\u7ecf\u5728\u7ebf\u8fd0\u884c\u7684 A2A \u7cfb\u7edf\uff0c\u628a\u4e0a\u8ff0\u4e94\u4ef6\u4e8b\u62c6\u5f00\u8bb2\u6e05\u695a\u3002&lt;\/p&gt;\n&lt;hr \/&gt;\n&lt;h2&gt;2. \u5148\u770b\u4e24\u68f5\u771f\u5b9e\u8fd0\u884c\u8fc7\u7684\u4efb\u52a1\u6811&lt;\/h2&gt;\n&lt;h3&gt;2.1 \u8c03\u5ea6\u81ea\u68c0\uff1a\u5c42\u7ea7\u59d4\u6d3e\u4e0e\u7236\u5b50\u901a\u8baf&lt;\/h3&gt;\n&lt;p&gt;\u8fd9\u662f\u4e00\u4e2a\u7528\u6765\u81ea\u68c0 A2A \u6846\u67b6\u672c\u8eab\u7684\u4efb\u52a1\u3002\u4ece\u4e00\u4e2a client Agent \u51fa\u53d1\uff0c\u5411\u4e0b\u6279\u91cf\u59d4\u6d3e\u5b50\u4efb\u52a1\uff0c\u9a8c\u8bc1\u7236\u5b50\u4e4b\u95f4\u7684\u901a\u8baf\u534f\u8bae\u3001\u5b50\u4efb\u52a1\u7684\u5e76\u53d1\u8c03\u5ea6\u3001\u4ee5\u53ca\u6700\u7ec8\u7ed3\u679c\u56de\u6536\u7684\u5168\u6d41\u7a0b\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;a href=&quot;http:\/\/weizn.net:5174\/?log_server_url=http%3A%2F%2Fpentest.logserver.zhiduoduo.ai%3A9030&amp;client_agent_name=d5f6931d&quot;&gt;ttp:\/\/weizn.net:5174\/?log_server_url=http%3A%2F%2Fpentest.logserver.zhiduoduo.ai%3A9030&amp;client_agent_name=d5f6931d&lt;\/a&gt;&lt;\/p&gt;\n&lt;p&gt;&lt;img width=&quot;100%&quot; src=&quot;http:\/\/oss-en.zhiduoduo.ai:8080\/4d211bec.png&quot;&gt;&lt;\/p&gt;\n&lt;p&gt;10 \u4e2a\u8282\u70b9 9 \u6761\u8fb9\u3002\u8fd9\u68f5\u6811\u7684\u5173\u952e\u4e0d\u662f\u8282\u70b9\u6570\uff0c\u800c\u662f&lt;strong&gt;\u5b58\u5728\u663e\u5f0f\u7684\u4e2d\u95f4\u5c42&lt;\/strong&gt;\uff1a\u4e00\u4e2a Client \u6839\u8282\u70b9 \u2192 \u4e09\u4e2a\u4e2d\u67a2 Server \u2192 \u591a\u4e2a\u4e0b\u6e38 Skill\u3002Client \u4e0d\u76f4\u63a5\u9762\u5bf9\u53f6\u5b50\u80fd\u529b\uff0c\u800c\u662f\u5148\u628a\u4efb\u52a1\u4ea4\u7ed9\u4e2d\u67a2\uff0c\u518d\u7531\u4e2d\u67a2\u7ee7\u7eed\u5411\u4e0b\u5206\u53d1\u3002&lt;\/p&gt;\n&lt;p&gt;\u6bcf\u6761\u7236\u5b50\u8fb9\u4e0a\u90fd\u5e26\u6709\u901a\u8baf\u8ba1\u6570\uff08&lt;code&gt;notify&lt;\/code&gt;\u3001&lt;code&gt;msg&lt;\/code&gt;\u3001&lt;code&gt;ask&lt;\/code&gt;\u3001&lt;code&gt;query&lt;\/code&gt;\uff09\uff0c\u610f\u5473\u7740\u8fd9\u68f5\u6811\u5728\u8fd0\u884c\u4e2d\u6301\u7eed\u4ea7\u751f\u7236\u5b50\u4ea4\u4e92\u3002\u5b83\u975e\u5e38\u9002\u5408\u7528\u6765\u89c2\u5bdf&quot;\u534f\u8bae\u4e30\u5bcc\u7684\u5c42\u7ea7\u59d4\u6d3e&quot;\u3002&lt;\/p&gt;\n&lt;h3&gt;2.2 \u771f\u5b9e\u6e17\u900f\uff1a\u6247\u51fa\u641c\u7d22\u4e0e\u5206\u652f\u6536\u655b&lt;\/h3&gt;\n&lt;p&gt;\u8fd9\u662f\u4e00\u6b21\u5b9e\u6218\u6e17\u900f\uff0c\u5b83\u7684\u76ee\u6807\u662f\u641e\u5b9a\u4e00\u53f0 Ubuntu 14.04 \u7684\u9776\u673a(&lt;code&gt;192.168.10.x&lt;\/code&gt;),\u62ff\u5230 root,\u7559\u4e0b C2\u3002\u5b83\u5b58\u5728\u7684\u610f\u4e49\u662f\u628a&quot;\u591a Agent&quot;\u8fd9\u4ef6\u4e8b\u771f\u7684\u62ff\u6765\u89e3\u51b3\u4e00\u4e2a\u5177\u4f53\u4e1a\u52a1\u95ee\u9898\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;a href=&quot;http:\/\/weizn.net:5174\/?log_server_url=http%3A%2F%2Fpentest.logserver.zhiduoduo.ai%3A9030%2F&amp;client_agent_name=2f07b516&quot;&gt;http:\/\/weizn.net:5174\/?log_server_url=http%3A%2F%2Fpentest.logserver.zhiduoduo.ai%3A9030%2F&amp;client_agent_name=2f07b516&lt;\/a&gt;&lt;\/p&gt;\n&lt;p&gt;&lt;img width=&quot;100%&quot; src=&quot;http:\/\/oss-en.zhiduoduo.ai:8080\/d6bb2071.png&quot;&gt;&lt;\/p&gt;\n&lt;p&gt;\u8fd9\u6b21\u7684\u5f62\u72b6\u4e0d\u518d\u662f\u4e00\u68f5\u89c4\u6574\u7684\u4e8c\u53c9\u6811\uff0c\u800c\u662f\u4e00\u4e2a\u660e\u663e\u7684&lt;strong&gt;\u6f0f\u6597&lt;\/strong&gt;\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;&lt;strong&gt;\u9876\u7aef\u7684 client&lt;\/strong&gt;\uff08\u84dd\u8272\uff0c4 \u6b21\u601d\u8003\u30015 \u6b21\u5de5\u5177\u8c03\u7528\u30010 \u6b21 A2A \u901a\u4fe1\uff09\u53ea\u505a\u4e86\u4e00\u4ef6\u4e8b\u2014\u2014\u628a&quot;\u6e17\u900f 192.168.10.3 \u62ff\u5230 root&quot;\u8fd9\u6761\u76ee\u6807\uff0c\u6574\u4f53\u6253\u5305\u7529\u7ed9\u4e86\u4e0b\u4e00\u5c42\uff1b&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u4e2d\u6bb5\u662f\u4e00\u4e2a server \u8282\u70b9&lt;\/strong&gt;\uff08\u7eff\u8272\uff09\uff0c\u5185\u90e8\u58f0\u660e\u53eb&quot;\u5355\u70b9\u76ee\u6807\u4fa6\u5bdf\u4e0e\u653b\u51fb\u5206\u53d1\u4e2d\u67a2&quot;\u3002\u5b83\u5728\u8fd9\u6b21\u4efb\u52a1\u91cc\u4ea7\u751f\u4e86 20 \u6b21\u601d\u8003\u300147 \u6b21\u5de5\u5177\u8c03\u7528\u30012 \u6b21 A2A \u901a\u4fe1\u3002\u5b83\u7684\u672c\u804c\u5de5\u4f5c\u662f\u2014\u2014\u4eb2\u81ea\u505a\u7aef\u53e3\u626b\u63cf\u548c\u670d\u52a1\u6d4b\u7ed8\uff0c\u7136\u540e\u57fa\u4e8e\u626b\u63cf\u7ed3\u679c\u5411\u4e0b\u5206\u53d1\uff1b&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u5e95\u5c42\u662f\u56db\u4e2a\u5e76\u53d1\u7684 skill \u8282\u70b9&lt;\/strong&gt;\uff08\u7d2b\u8272\uff09\uff0c\u90fd\u662f&quot;\u5177\u4f53\u7aef\u53e3 + \u5177\u4f53\u670d\u52a1\u7248\u672c&quot;\u7c92\u5ea6\u7684\u653b\u575a\u4efb\u52a1\uff1a\n&lt;ul&gt;\n&lt;li&gt;&lt;code&gt;CVE-22 \u00b7 OpenSSH 6.6.1p1 SFTP RCE \u5229\u7528&lt;\/code&gt;&lt;\/li&gt;\n&lt;li&gt;&lt;code&gt;CVE-445 \u00b7 Samba 4.3.11 SMB \u6f0f\u6d1e\u5229\u7528&lt;\/code&gt;&lt;\/li&gt;\n&lt;li&gt;&lt;code&gt;Web-80 \u00b7 Apache 2.4.7 Web \u901a\u7528\u6f0f\u6d1e\u6316\u6398&lt;\/code&gt;&lt;\/li&gt;\n&lt;li&gt;&lt;code&gt;CVE-21 \u00b7 ProFTPD 1.3.5 FTP \u6f0f\u6d1e\u5229\u7528&lt;\/code&gt;&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u628a\u56fe\u653e\u5927\u4e00\u70b9\uff0c\u4f1a\u6ce8\u610f\u5230\u5e95\u5c42\u56db\u4e2a\u8282\u70b9\u7684\u72b6\u6001\u5e76\u4e0d\u4e00\u81f4\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;CVE-22 \u548c CVE-445 \u662f&lt;strong&gt;\u7eff\u8272\u7684 done&lt;\/strong&gt;&lt;\/li&gt;\n&lt;li&gt;Web-80 \u548c CVE-21 \u662f&lt;strong&gt;\u7070\u8272\u7684 canceled&lt;\/strong&gt;&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u8fd9\u6b63\u662f\u8fd9\u5957\u7cfb\u7edf\u91cc\u975e\u5e38\u5173\u952e\u3001\u4f46\u4e5f\u5bb9\u6613\u88ab\u9519\u8fc7\u7684\u4e00\u6761\u89c4\u5219\uff1a&lt;strong&gt;&quot;\u4e00\u51fb\u81f4\u547d\u4e0e\u7194\u65ad&quot;&lt;\/strong&gt;\u3002\u7b80\u5355\u8bf4\u4e00\u904d\u5b83\u7684\u5de5\u4f5c\u65b9\u5f0f\uff1a\u5f53\u4efb\u610f\u4e00\u4e2a skill \u5df2\u7ecf\u7a33\u5b9a\u62ff\u5230\u76ee\u6807\u4e3b\u673a\u7684\u6700\u9ad8\u63a7\u5236\u6743\uff08\u6bd4\u5982 root\/system\uff0c\u6216\u4e00\u4e2a\u7a33\u5b9a\u7684\u8fdc\u7a0b\u4f1a\u8bdd\uff09\uff0c\u5b83\u7684&quot;\u5144\u5f1f&quot;\u4efb\u52a1\u4f1a\u88ab\u7acb\u523b\u505c\u6389\uff0c\u4e0d\u518d\u6d88\u8017\u7b97\u529b\uff0c\u4e5f\u4e0d\u518d\u4ea7\u751f\u566a\u58f0\u6d41\u91cf\u3002&lt;\/p&gt;\n&lt;h3&gt;2.3 \u540c\u4e00\u5957\u5f15\u64ce\uff0c\u4e24\u79cd\u8fd0\u884c\u6a21\u5f0f&lt;\/h3&gt;\n&lt;p&gt;\u628a\u4e24\u68f5\u6811\u5e76\u5217\u5bf9\u6bd4\uff1a&lt;\/p&gt;\n&lt;p&gt;&lt;img width=&quot;100%&quot; src=&quot;http:\/\/oss-en.zhiduoduo.ai:8080\/686b8c6a.png&quot;&gt;&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;\u5de6\u4fa7 &lt;strong&gt;Hierarchical Delegation&lt;\/strong&gt;\uff08\u5c42\u7ea7\u59d4\u6d3e\uff09\uff1a\u4ea4\u4e92\u7a20\u5bc6\uff0c\u5b50\u8282\u70b9\u53cd\u590d\u4e0e\u4e0a\u6e38\u5bf9\u9f50\uff1b&lt;\/li&gt;\n&lt;li&gt;\u53f3\u4fa7 &lt;strong&gt;Fan-out &amp; Circuit-Breaker&lt;\/strong&gt;\uff08\u6247\u51fa\u4e0e\u7194\u65ad\uff09\uff1a\u4ea4\u4e92\u7a00\u758f\uff0c\u7236\u8282\u70b9\u628a\u4efb\u52a1\u6d3e\u4e0b\u53bb\u540e\u7b49\u5f85\u7ed3\u679c\uff0c\u5148\u8fbe\u6210\u76ee\u6807\u7684\u5206\u652f\u4f1a\u4fc3\u4f7f\u7236\u8282\u70b9\u53d6\u6d88\u5176\u4ed6\u5144\u5f1f\u5206\u652f\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u4e24\u79cd\u5f62\u6001\u5171\u7528\u540c\u4e00\u5957\u914d\u7f6e\u6846\u67b6\uff0c\u8fd0\u884c\u65f6\u957f\u51fa\u622a\u7136\u4e0d\u540c\u7684\u62d3\u6251\u3002&lt;strong&gt;\u8fd9\u610f\u5473\u7740\u62d3\u6251\u5f62\u6001\u4e0d\u662f\u5199\u6b7b\u5728\u4ee3\u7801\u91cc\u7684\uff0c\u800c\u662f\u5728\u88c5\u914d\u9636\u6bb5\u88ab\u58f0\u660e\u51fa\u6765\u3001\u518d\u5728\u8fd0\u884c\u65f6\u88ab\u5f15\u64ce\u5b9e\u4f8b\u5316\u3002&lt;\/strong&gt;&lt;\/p&gt;\n&lt;p&gt;\u9700\u8981\u5728\u8fd9\u91cc\u5c31\u9501\u5b9a\u4e00\u6761\u8d2f\u7a7f\u5168\u6587\u7684\u7269\u7406\u7ea6\u675f\uff1a&lt;strong&gt;A2A \u7f51\u7edc\u4e2d\u901a\u8baf\u53ea\u53d1\u751f\u5728\u7236\u5b50\u8282\u70b9\u4e4b\u95f4\uff0c\u5144\u5f1f\u4e4b\u95f4\u4e0d\u5b58\u5728\u76f4\u63a5\u901a\u8baf\u901a\u9053&lt;\/strong&gt;\u3002\u53f3\u56fe\u4e2d&quot;\u5148\u8fbe\u6210\u76ee\u6807\u7684\u5144\u5f1f\u5206\u652f\u53d6\u6d88\u5176\u4ed6\u5206\u652f&quot;\u8fd9\u4e00\u73b0\u8c61\uff0c\u5e76\u4e0d\u662f\u5144\u5f1f\u4e4b\u95f4\u4e92\u76f8\u901a\u8baf\u7684\u7ed3\u679c\u2014\u2014\u7194\u65ad\u6307\u4ee4\u59cb\u7ec8\u7531\u7236\u8282\u70b9\uff08\u4e2d\u67a2\uff09\u53d1\u51fa\u3002\u8fd9\u6761\u7ea6\u675f\u4f1a\u5728\u7b2c 6 \u7ae0\u8be6\u7ec6\u5c55\u5f00\u3002&lt;\/p&gt;\n&lt;p&gt;\u81f3\u6b64\uff0c\u5df2\u7ecf\u6709\u4e86\u8db3\u591f\u7684\u5177\u8c61\u753b\u9762\u3002\u4e0b\u9762\u628a\u8fd9\u5957\u7cfb\u7edf\u62c6\u6210\u4e94\u4e2a\u4e92\u76f8\u6b63\u4ea4\u7684\u8bbe\u8ba1\u5e73\u9762\u3002&lt;\/p&gt;\n&lt;hr \/&gt;\n&lt;h2&gt;3. \u4f53\u7cfb\u5316\u89c6\u89d2\uff1aA2A \u7cfb\u7edf\u7684\u4e94\u4e2a\u8bbe\u8ba1\u5e73\u9762&lt;\/h2&gt;\n&lt;p&gt;\u8df3\u8fc7\u5806\u53e0\u5f0f\u7684\u672f\u8bed\u89e3\u91ca\uff0c\u76f4\u63a5\u7ed9\u51fa\u5168\u6587\u6700\u91cd\u8981\u7684\u4e00\u5f20\u6982\u89c8\u56fe\uff1a&lt;\/p&gt;\n&lt;p&gt;&lt;img width=&quot;100%&quot; src=&quot;http:\/\/oss-en.zhiduoduo.ai:8080\/8b8ca754.png&quot;&gt;&lt;\/p&gt;\n&lt;p&gt;\u4e94\u4e2a\u5e73\u9762\u5206\u522b\u5bf9\u5e94\u4e00\u4e2a\u72ec\u7acb\u7684\u5de5\u7a0b\u95ee\u9898\uff1a&lt;\/p&gt;\n&lt;table&gt;\n&lt;thead&gt;\n&lt;tr&gt;\n&lt;th&gt;\u5e73\u9762&lt;\/th&gt;\n&lt;th&gt;\u5173\u6ce8\u7684\u95ee\u9898&lt;\/th&gt;\n&lt;th&gt;\u4e3b\u8981\u8f7d\u4f53&lt;\/th&gt;\n&lt;\/tr&gt;\n&lt;\/thead&gt;\n&lt;tbody&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;strong&gt;\u88c5\u914d\u5e73\u9762\uff08Assembly\uff09&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;\u89d2\u8272\u600e\u4e48\u4ece\u914d\u7f6e\u4e2d\u88ab\u88c5\u51fa\u6765&lt;\/td&gt;\n&lt;td&gt;YAML \u914d\u7f6e + \u76ee\u5f55\u7ec4\u7ec7&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;strong&gt;\u63a7\u5236\u5e73\u9762\uff08Control\uff09&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;\u4efb\u52a1\u4ece\u54ea\u91cc\u8fdb\u5165\u3001\u7531\u8c01\u62c6\u89e3\u3001\u6700\u7ec8\u5982\u4f55\u6c47\u603b&lt;\/td&gt;\n&lt;td&gt;Client Agent&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;strong&gt;\u7f16\u6392\u5e73\u9762\uff08Orchestration\uff09&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;\u4e2d\u67a2\u600e\u4e48\u628a\u4efb\u52a1\u5206\u53d1\u4e0b\u53bb\u3001\u628a\u7ed3\u679c\u7f1d\u5408\u4e0a\u6765&lt;\/td&gt;\n&lt;td&gt;Server Agent\uff08\u4e2d\u67a2\uff09&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;strong&gt;\u901a\u8baf\u5e73\u9762\uff08Communication\uff09&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;\u7236\u5b50\u8282\u70b9\u4e4b\u95f4\u4ea4\u6362\u4ec0\u4e48\u8bed\u4e49\u7684\u6d88\u606f&lt;\/td&gt;\n&lt;td&gt;\u7236\u5b50\u8fb9\u4e0a\u7684\u534f\u8bae\u901a\u9053&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;strong&gt;\u89c2\u6d4b\u5e73\u9762\uff08Observability\uff09&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;\u7cfb\u7edf\u600e\u4e48\u628a\u8fd0\u884c\u6001\u8fd8\u539f\u6210\u62d3\u6251\u3001\u8fc7\u7a0b\u4e0e\u62a5\u544a&lt;\/td&gt;\n&lt;td&gt;\u65e5\u5fd7\u670d\u52a1 + Runtime Inspector&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;\/tbody&gt;\n&lt;\/table&gt;\n&lt;p&gt;\u4e94\u4e2a\u5e73\u9762\u4e4b\u95f4\u7684\u5173\u7cfb\u53ef\u4ee5\u8fd9\u6837\u7406\u89e3\uff1a&lt;strong&gt;\u88c5\u914d\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u5f62\u72b6\uff0c\u63a7\u5236\u548c\u7f16\u6392\u8ba9\u4efb\u52a1\u5728\u5f62\u72b6\u91cc\u7a7f\u884c\uff0c\u901a\u8baf\u89c4\u5b9a\u4e86\u8282\u70b9\u4ea4\u6362\u7684\u534f\u8bae\u8bed\u4e49\uff0c\u89c2\u6d4b\u628a\u8fd9\u4e00\u5207\u91cd\u65b0\u7ffb\u8bd1\u6210\u53ef\u8bfb\u7684\u5bf9\u8c61&lt;\/strong&gt;\u3002\u4efb\u4f55\u4e00\u4e2a\u5e73\u9762\u9000\u5316\uff0c\u5269\u4e0b\u56db\u4e2a\u90fd\u4f1a\u5931\u53bb\u652f\u70b9\u3002&lt;\/p&gt;\n&lt;p&gt;\u4e0b\u9762\u5206\u522b\u5c55\u5f00\u3002&lt;\/p&gt;\n&lt;hr \/&gt;\n&lt;h2&gt;4. \u88c5\u914d\u5e73\u9762\uff1a\u7528\u914d\u7f6e\u628a\u7f51\u7edc\u58f0\u660e\u51fa\u6765&lt;\/h2&gt;\n&lt;p&gt;\u591aAgent \u7cfb\u7edf\u5728\u5de5\u7a0b\u4e0a\u6700\u5bb9\u6613\u584c\u6389\u7684\u5730\u65b9\uff0c\u662f\u628a&quot;\u7f51\u7edc\u7ed3\u6784&quot;\u548c&quot;\u89d2\u8272\u80fd\u529b&quot;\u786c\u7f16\u7801\u8fdb\u4ee3\u7801\u3002\u4e00\u65e6\u5982\u6b64\uff0c\u6bcf\u6b21\u6269\u5f20\u62d3\u6251\u90fd\u8981\u6539\u5b9e\u73b0\u3001\u5199\u5206\u652f\u3001\u8fc7\u6d4b\u8bd5\uff0c\u7cfb\u7edf\u4f1a\u5feb\u901f\u53d8\u91cd\u3002&lt;\/p&gt;\n&lt;p&gt;A2A \u9009\u62e9\u4e86\u76f8\u53cd\u7684\u8def\u5f84\uff1a&lt;strong&gt;\u8ba9\u4ee3\u7801\u53ea\u627f\u62c5\u5f15\u64ce\u804c\u8d23\uff0c\u8ba9\u914d\u7f6e\u627f\u62c5\u7f51\u7edc\u5851\u5f62\u804c\u8d23&lt;\/strong&gt;\u3002\u6574\u4e2a\u7f51\u7edc\u957f\u4ec0\u4e48\u6837\u3001\u6bcf\u4e2a\u8282\u70b9\u662f\u8c01\u3001\u5f7c\u6b64\u600e\u4e48\u8fde\uff0c\u90fd\u901a\u8fc7 YAML \u58f0\u660e\u51fa\u6765\u3002&lt;\/p&gt;\n&lt;h3&gt;4.1 \u4e00\u4e2a\u76ee\u5f55\uff0c\u5c31\u662f\u4e00\u5f20\u7ec4\u7ec7\u56fe&lt;\/h3&gt;\n&lt;p&gt;\u76f4\u63a5\u770b\u771f\u5b9e\u8fd0\u884c\u7684 A2A \u914d\u7f6e\u76ee\u5f55\u7ed3\u6784\uff1a&lt;\/p&gt;\n&lt;pre&gt;&lt;code class=&quot;language-text&quot;&gt;a2a_conf\/\n\u251c\u2500\u2500 client\/                                # \u2460 \u5165\u53e3\u8282\u70b9\uff08Client Agent\uff09\n\u2502   \u251c\u2500\u2500 client.yaml                        #   - Client \u81ea\u8eab\u89d2\u8272\u5b9a\u4e49\n\u2502   \u2514\u2500\u2500 topo.yaml                          #   - \u5165\u53e3\u53ef\u89c1\u7684\u7f51\u7edc\u62d3\u6251\u58f0\u660e\n\u2502\n\u251c\u2500\u2500 server_misc\/                           # \u2461 \u4e2d\u67a2\u8282\u70b9\uff08\u6742\u9879\u4e13\u5bb6\u4e2d\u67a2\uff09\n\u2502   \u251c\u2500\u2500 misc.yaml                          #   - \u4e2d\u67a2\u81ea\u8eab\u89d2\u8272\u4e0e\u6302\u8f7d\u6280\u80fd\n\u2502   \u2514\u2500\u2500 topo.yaml                          #   - \u8be5\u4e2d\u67a2\u7684\u5bf9\u5916\u8eab\u4efd\u4e0e\u76d1\u542c\n\u2502\n\u251c\u2500\u2500 server_pentest_single_target\/          # \u2462 \u4e2d\u67a2\u8282\u70b9\uff08\u5355\u70b9\u6e17\u900f\u4e2d\u67a2\uff09\n\u2502   \u251c\u2500\u2500 server.yaml                        #   - \u4e2d\u67a2\u81ea\u8eab\u89d2\u8272\uff08\u5355\u76ee\u6807\u6e17\u900f\uff09\n\u2502   \u251c\u2500\u2500 server_pivot.yaml                  #   - \u4e2d\u67a2\u81ea\u8eab\u89d2\u8272\uff08\u8de8\u7f51\u6bb5\u8df3\u677f\uff09\n\u2502   \u251c\u2500\u2500 topo.yaml                          #   - \u5355\u76ee\u6807\u6e17\u900f\u4e2d\u67a2\u7684\u5bf9\u5916\u8eab\u4efd\n\u2502   \u251c\u2500\u2500 topo_pivot.yaml                    #   - \u8de8\u7f51\u6bb5\u8df3\u677f\u4e2d\u67a2\u7684\u5bf9\u5916\u8eab\u4efd\n\u2502   \u251c\u2500\u2500 cve-vuln-exploitation.yaml         #   - \u6280\u80fd\uff1aCVE\/\u670d\u52a1\u6f0f\u6d1e\u653b\u575a\n\u2502   \u251c\u2500\u2500 web-common-vuln.yaml               #   - \u6280\u80fd\uff1aWeb \u901a\u7528\u6f0f\u6d1e\n\u2502   \u251c\u2500\u2500 web-business-logic.yaml            #   - \u6280\u80fd\uff1aWeb \u4e1a\u52a1\u903b\u8f91\u6e17\u900f\n\u2502   \u2514\u2500\u2500 auth-brute-force.yaml              #   - \u6280\u80fd\uff1a\u8ba4\u8bc1\u7206\u7834\n\u2502\n\u2514\u2500\u2500 symbol_resolver_server.py              # \u2463 \u914d\u7f6e\u53d8\u91cf\u89e3\u6790\u670d\u52a1\uff08\u8fd0\u884c\u65f6\u6ce8\u5165\uff09&lt;\/code&gt;&lt;\/pre&gt;\n&lt;p&gt;\u8fd9\u4e2a\u76ee\u5f55\u5e03\u5c40\u6709\u4e09\u4e2a\u503c\u5f97\u6ce8\u610f\u7684\u8bbe\u8ba1\u9009\u62e9\uff1a&lt;\/p&gt;\n&lt;ol&gt;\n&lt;li&gt;&lt;strong&gt;\u4e00\u4e2a\u76ee\u5f55 = \u4e00\u4e2a Agent \u7fa4\u7ec4&lt;\/strong&gt;\u3002Client \u662f\u4e00\u7ec4\u3001\u6bcf\u4e2a\u4e2d\u67a2\u662f\u4e00\u7ec4\uff0c\u76ee\u5f55\u8fb9\u754c\u5bf9\u9f50\u4e86\u8fd0\u884c\u65f6\u7684\u8fdb\u7a0b\u8fb9\u754c\u3002\u8fd9\u8ba9&quot;\u6269\u4e00\u4e2a\u65b0\u4e2d\u67a2&quot;\u7b49\u4ef7\u4e8e&quot;\u590d\u5236\u4e00\u4e2a\u76ee\u5f55\u3001\u6539\u51e0\u884c\u914d\u7f6e&quot;\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u89d2\u8272\u5b9a\u4e49\u4e0e\u62d3\u6251\u58f0\u660e\u5206\u79bb&lt;\/strong&gt;\u3002\u6bcf\u4e2a\u76ee\u5f55\u91cc\u90fd\u6709\u4e24\u7c7b\u6587\u4ef6\uff1a\u4e1a\u52a1\u6587\u4ef6\uff08\u5982 &lt;code&gt;client.yaml&lt;\/code&gt; \/ &lt;code&gt;server.yaml&lt;\/code&gt; \/ \u6280\u80fd yaml\uff09\u63cf\u8ff0&quot;\u8fd9\u4e2a Agent \u662f\u8c01\u3001\u505a\u4ec0\u4e48&quot;\uff1b&lt;code&gt;topo.yaml&lt;\/code&gt; \u5355\u72ec\u63cf\u8ff0&quot;\u8fd9\u4e2a Agent \u5728 A2A \u7f51\u7edc\u4e2d\u7684\u5bf9\u5916\u8eab\u4efd\u3001\u76d1\u542c\u5730\u5740\u4e0e\u53ef\u89c1\u62d3\u6251&quot;\u3002\u8fd9\u610f\u5473\u7740\u540c\u4e00\u4e2a\u89d2\u8272\u5b9a\u4e49\u53ef\u4ee5\u6302\u5728\u4e0d\u540c\u7684\u62d3\u6251\u91cc\u590d\u7528\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u540c\u4e00\u4e2d\u67a2\u53ef\u58f0\u660e\u591a\u5957\u62d3\u6251\u53d8\u4f53&lt;\/strong&gt;\u3002\u6ce8\u610f &lt;code&gt;server_pentest_single_target&lt;\/code&gt; \u4e0b\u540c\u65f6\u5b58\u5728 &lt;code&gt;server.yaml\/topo.yaml&lt;\/code&gt; \u4e0e &lt;code&gt;server_pivot.yaml\/topo_pivot.yaml&lt;\/code&gt; \u4e24\u5957\u2014\u2014\u524d\u8005\u7528\u4e8e\u5355\u76ee\u6807\u6df1\u5165\u6e17\u900f\u3001\u540e\u8005\u7528\u4e8e\u8de8\u7f51\u6bb5\u8df3\u677f\u3002&lt;strong&gt;\u6362\u4e00\u79cd\u4efb\u52a1\u5f62\u6001\uff0c\u672c\u8d28\u4e0a\u53ea\u662f\u6362\u4e00\u4efd topo \u58f0\u660e\uff0c\u5f15\u64ce\u5b8c\u5168\u4e0d\u52a8\u3002&lt;\/strong&gt;&lt;\/li&gt;\n&lt;\/ol&gt;\n&lt;p&gt;&lt;code&gt;symbol_resolver_server.py&lt;\/code&gt; \u662f\u4e00\u4e2a\u914d\u5957\u7684\u53d8\u91cf\u89e3\u6790\u670d\u52a1\uff0c\u4e13\u95e8\u89e3\u6790 yaml \u4e2d\u5f62\u5982 &lt;code class=&quot;kb-btn&quot;&gt;$SYMBOL:api_key&lt;\/code&gt; \u7684\u5360\u4f4d\u7b26\uff0c\u8ba9&quot;\u5bc6\u94a5\/\u6a21\u578b\/\u8bed\u8a00&quot;\u7b49\u73af\u5883\u654f\u611f\u5b57\u6bb5\u4ece\u914d\u7f6e\u5916\u90e8\u6ce8\u5165\u3002\u8fd9\u6837\u914d\u7f6e\u6587\u4ef6\u672c\u8eab\u53ef\u4ee5\u8131\u654f\u5165\u5e93\uff0c\u654f\u611f\u5b57\u6bb5\u5728\u8fd0\u884c\u65f6\u7ed1\u5b9a\u3002&lt;\/p&gt;\n&lt;p&gt;\u63a5\u4e0b\u6765\u6309\u5165\u53e3 \u2192 \u4e2d\u67a2 \u2192 \u6280\u80fd\u7684\u987a\u5e8f\uff0c\u770b\u8fd9\u4e09\u5c42 YAML \u5982\u4f55\u5206\u522b\u58f0\u660e\u5404\u81ea\u7684\u804c\u8d23\u3002&lt;\/p&gt;\n&lt;h3&gt;4.2 \u5165\u53e3\u5c42\uff1a\u58f0\u660e\u4e0a\u5c42\u80fd\u770b\u89c1\u7684\u7f51\u7edc&lt;\/h3&gt;\n&lt;p&gt;\u5165\u53e3\u7684 &lt;code&gt;topo.yaml&lt;\/code&gt; \u5b9a\u4e49\u7684\u4e0d\u662f&quot;\u51e0\u4e2a\u5730\u5740&quot;\uff0c\u800c\u662f\u4e0a\u5c42 Client Agent \u80fd\u770b\u89c1\u54ea\u4e9b Server\u3001\u5141\u8bb8\u600e\u6837\u7684\u5206\u53d1\u7c92\u5ea6\u3001\u6574\u4e2a\u7f51\u7edc\u7684\u4e8b\u4ef6\u6d41\u6d41\u5411\u54ea\u91cc\u3002&lt;\/p&gt;\n&lt;pre&gt;&lt;code class=&quot;language-yaml&quot;&gt;servers:\n    server_1:\n        name: &#039;\u5355\u70b9\u76ee\u6807\u4fa6\u5bdf\u4e0e\u653b\u51fb\u5206\u53d1\u4e2d\u67a2&#039;\n        base_url: &#039;http:\/\/localhost:1001&#039;\n        dispatch_scope: &#039;server_only&#039;\n        expose_skills: false\n\n    server_2:\n        name: &#039;\u8de8\u7f51\u6bb5\u4fa6\u5bdf\u4e0e\u653b\u51fb\u5206\u53d1\u4e2d\u67a2&#039;\n        base_url: &#039;http:\/\/localhost:1002&#039;\n        dispatch_scope: &#039;server_only&#039;\n        expose_skills: false\n\n    server_3:\n        name: &#039;CTF\u7efc\u5408\u6218\u672f\u4e0e\u6742\u9879\u653b\u575a\u4e13\u5bb6&#039;\n        base_url: &#039;http:\/\/localhost:1003&#039;\n        dispatch_scope: &#039;skill_only&#039;\n        expose_skills: true\n\nagent_config_path: &#039;client.yaml&#039;\n\na2a_log_post_url: &#039;http:\/\/pentest.logserver.zhiduoduo.ai:9030\/a2a\/ingest&#039;\nagent_log_post_url: &#039;http:\/\/pentest.logserver.zhiduoduo.ai:9030\/ingest&#039;&lt;\/code&gt;&lt;\/pre&gt;\n&lt;p&gt;\u8fd9\u4e00\u6bb5\u628a\u4e09\u4ef6\u4e8b\u9489\u6b7b\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;&lt;strong&gt;\u53ef\u89c1\u62d3\u6251&lt;\/strong&gt;\uff1a\u4e0a\u5c42\u53ea\u80fd\u770b\u89c1\u8fd9\u91cc\u58f0\u660e\u8fc7\u7684 Server\uff0c\u4e0d\u5b58\u5728\u8fd0\u884c\u65f6\u52a8\u6001\u53d1\u73b0\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u5206\u53d1\u7c92\u5ea6&lt;\/strong&gt;\uff1a&lt;code&gt;dispatch_scope&lt;\/code&gt; \u51b3\u5b9a\u4efb\u52a1\u80fd\u4e0d\u80fd\u7a7f\u900f\u5230 Skill \u5c42\u3002&lt;code&gt;server_only&lt;\/code&gt; \u8868\u793a\u4efb\u52a1\u5fc5\u987b\u5148\u4ea4\u7ed9\u4e2d\u67a2\u3001\u7531\u4e2d\u67a2\u7ee7\u7eed\u5411\u4e0b\uff1b&lt;code&gt;skill_only&lt;\/code&gt; \u8868\u793a\u5141\u8bb8\u76f4\u63a5\u6295\u9012\u5230\u6280\u80fd\u8282\u70b9\u3002&lt;code&gt;expose_skills&lt;\/code&gt; \u51b3\u5b9a Client \u662f\u5426\u80fd\u770b\u5230\u4e2d\u67a2\u6302\u8f7d\u7684\u5177\u4f53\u6280\u80fd\u5217\u8868\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u89c2\u6d4b\u51fa\u53e3&lt;\/strong&gt;\uff1a\u65e5\u5fd7\u6295\u9012\u5730\u5740\u5728\u5165\u53e3\u5904\u5c31\u88ab\u9489\u6b7b\uff0c\u4e0d\u4f9d\u8d56\u8fd0\u884c\u65f6\u518d\u63a5\u7ebf\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;h3&gt;4.3 \u4e2d\u67a2\u5c42\uff1a\u58f0\u660e\u5bf9\u5916\u8eab\u4efd\u4e0e\u4e0b\u6e38\u7ec4\u7ec7&lt;\/h3&gt;\n&lt;p&gt;\u4e2d\u67a2\u7684 &lt;code&gt;topo.yaml&lt;\/code&gt; \u7528 &lt;code&gt;agent_card&lt;\/code&gt; \u628a&quot;\u81ea\u5df1\u662f\u8c01\u3001\u80fd\u63a5\u4ec0\u4e48\u7c92\u5ea6\u7684\u4efb\u52a1&quot;\u5bf9\u5916\u66b4\u9732\u51fa\u6765\u2014\u2014\u8fd9\u662f A2A \u534f\u8bae\u5c42\u9762\u7684\u8eab\u4efd\u58f0\u660e\uff1a&lt;\/p&gt;\n&lt;pre&gt;&lt;code class=&quot;language-yaml&quot;&gt;agent_card:\n    name: &#039;pentest-single-target-agent&#039;\n    description: |\n        \u5bf9\u4e00\u4e2a\u5177\u4f53\u7684\u5355\u70b9\u76ee\u6807\u4e3b\u673a\uff08IP\u3001\u57df\u540d\u3001Hostname\uff09\u8fdb\u884c\u6df1\u5165\u7684\u6e17\u900f\u6d4b\u8bd5\u3002\n        \u5c06\u5b8c\u6574\u626b\u63cf\u5176\u66b4\u9732\u7684\u670d\u52a1\uff0c\u6df1\u5165\u5404\u79cd\u670d\u52a1\u6316\u6398\u5404\u79cd\u5229\u7528\u65b9\u5f0f\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u5df2\u77e5CVE\u6f0f\u6d1e\u5229\u7528\u3001\u901a\u7528Web\u6f0f\u6d1e\u6316\u6398\u3001\u5bc6\u7801\u51ed\u636e\u7206\u7834\u7b49\u3002\n        \u5e76\u4e14\u4ee5\u83b7\u53d6\u76ee\u6807\u4e3b\u673a\u5b8c\u5168\u63a7\u5236\u6743\u9650\uff0c\u6216\u53d1\u73b0\u5927\u91cf\u6570\u636e\u6cc4\u6f0f\u3001\u654f\u611f\u6570\u636e\u6cc4\u6f0f\u4e3a\u6700\u7ec8\u76ee\u6807\u3002\n        \u7ed9\u6b64Agent\u7684\u4efb\u52a1\u5206\u53d1\u7c92\u5ea6\u53ea\u9700\u5230IP\u5c42\u9762\uff0c\u65e0\u9700\u66f4\u7ec6\u7c92\u5ea6\u5230\u5177\u4f53\u7684\u670d\u52a1\u548c\u5e94\u7528\u3002\n        \u76f4\u63a5\u5c06\u5355\u70b9\u8d44\u4ea7\u6d3e\u53d1\u6b64Agent\u5373\u53ef\uff0c\u65e0\u9700\u66ff\u6b64Agent\u63d0\u524d\u626b\u63cf\u76ee\u6807\u8d44\u4ea7\u3002\n    url: &#039;http:\/\/localhost:1001&#039;\n    listen: &#039;0.0.0.0:1001&#039;\n    version: &#039;1.0.0&#039;\n    default_input_modes:\n        - text\n    default_output_modes:\n        - text\n    agent_config_path: &#039;server.yaml&#039;&lt;\/code&gt;&lt;\/pre&gt;\n&lt;p&gt;&lt;code&gt;agent_card&lt;\/code&gt; \u4e0d\u662f\u6587\u6863\u6ce8\u91ca\uff0c\u5b83\u5c31\u662f\u534f\u8bae\u63a5\u53e3\u672c\u8eab\u3002\u4e0a\u6e38 Client \u5728\u8def\u7531\u4efb\u52a1\u65f6\uff0c\u662f\u57fa\u4e8e\u8fd9\u6bb5\u63cf\u8ff0\u5224\u65ad&quot;\u8be5\u4e0d\u8be5\u628a\u76ee\u6807\u4ea4\u7ed9\u8fd9\u4e2a\u4e2d\u67a2\u3001\u4ee5\u53ca\u4ea4\u4ed8\u5230\u4ec0\u4e48\u7c92\u5ea6&quot;\u3002&lt;\/p&gt;\n&lt;p&gt;\u7d27\u63a5\u7740\uff0c\u4e2d\u67a2\u901a\u8fc7 &lt;code&gt;skills&lt;\/code&gt; \u5b57\u6bb5\u628a\u4e0b\u6e38\u80fd\u529b\u6302\u4e0a\u6765\uff0c\u5f62\u6210\u4e00\u5f20\u53ef\u88ab\u8fd0\u884c\u65f6\u679a\u4e3e\u7684\u4e0b\u6e38\u7ec4\u7ec7\u56fe\uff1a&lt;\/p&gt;\n&lt;pre&gt;&lt;code class=&quot;language-yaml&quot;&gt;skills:\n    cve-vuln-exploitation:\n        id: &quot;cve-vuln-exploitation&quot;\n        name: &quot;CVE\u4e0e\u670d\u52a1\u6f0f\u6d1e\u653b\u575a\u4e13\u5bb6&quot;\n        agent_config_path: &#039;cve-vuln-exploitation.yaml&#039;\n\n    web-common-vuln:\n        id: &quot;web-common-vuln&quot;\n        name: &quot;Web\u901a\u7528\u6f0f\u6d1e\u6316\u6398\u4e0e\u5229\u7528\u4e13\u5bb6&quot;\n        agent_config_path: &#039;web-common-vuln.yaml&#039;\n\n    web-business-logic:\n        id: &quot;web-business-logic&quot;\n        name: &quot;Web\u4e1a\u52a1\u903b\u8f91\u4e0e\u6df1\u5c42\u529f\u80fd\u6e17\u900f\u4e13\u5bb6&quot;\n        agent_config_path: &#039;web-business-logic.yaml&#039;\n\n    auth-brute-force:\n        id: &quot;auth-brute-force&quot;\n        name: &quot;\u8ba4\u8bc1\u670d\u52a1\u5bc6\u7801\u7206\u7834\u4e0e\u51ed\u8bc1\u653b\u51fb\u4e13\u5bb6&quot;\n        agent_config_path: &#039;auth-brute-force.yaml&#039;&lt;\/code&gt;&lt;\/pre&gt;\n&lt;p&gt;\u8fd9\u662f\u4e00\u5f20\u7ec4\u7ec7\u6620\u5c04\u8868\uff1a&lt;code&gt;id&lt;\/code&gt; \u7528\u4e8e\u8def\u7531\u5339\u914d\uff0c&lt;code&gt;name&lt;\/code&gt; \u662f\u9762\u5411\u4e0a\u5c42\u7684\u89d2\u8272\u8bed\u4e49\uff0c&lt;code&gt;agent_config_path&lt;\/code&gt; \u628a\u6bcf\u4e2a Skill \u6307\u5411\u5176\u72ec\u7acb\u7684\u89d2\u8272\u5b9e\u4f53\u914d\u7f6e\u3002\u4e2d\u67a2\u6302\u54ea\u4e9b\u4e13\u5bb6\u3001\u600e\u4e48\u547d\u540d\u3001\u8d70\u54ea\u4e2a\u914d\u7f6e\u5b9e\u4f8b\uff0c\u5168\u90e8\u5728\u8fd9\u91cc\u58f0\u660e\u3002&lt;\/p&gt;\n&lt;h3&gt;4.4 \u6280\u80fd\u5c42\uff1a\u58f0\u660e\u89d2\u8272\u4eba\u683c\u4e0e\u8fd0\u884c\u8fb9\u754c&lt;\/h3&gt;\n&lt;p&gt;\u5230\u4e86 Skill \u8fd9\u4e00\u5c42\uff0c\u914d\u7f6e\u4e0d\u518d\u53ea\u63cf\u8ff0&quot;\u505a\u4ec0\u4e48&quot;\uff0c\u800c\u662f\u628a\u4e00\u4e2a\u6267\u884c\u8282\u70b9\u5b8c\u6574\u5730\u4eba\u683c\u5316\u3002&lt;\/p&gt;\n&lt;p&gt;\u7b2c\u4e00\u6bb5\u662f\u6a21\u578b\u4e0e\u4e0a\u4e0b\u6587\u8fb9\u754c\uff1a&lt;\/p&gt;\n&lt;pre&gt;&lt;code class=&quot;language-yaml&quot;&gt;agent_name: &quot;web-common-vuln&quot;\nagent_bio: &quot;Web\u901a\u7528\u6f0f\u6d1e\u6316\u6398\u4e0e\u5229\u7528\u4e13\u5bb6&quot;\nagent_desc: null\nagent_tags: []\napi_key: &quot;{$SYMBOL:api_key}&quot;\nbase_url: &quot;{$SYMBOL:base_url}&quot;\nmodel_name: &quot;{$SYMBOL:model_name}&quot;\nlanguage: &quot;{$SYMBOL:language}&quot;\nmodel_temperature: 1.0\ntotal_tokens: &quot;{$SYMBOL:total_tokens}&quot;\ntotal_tokens_safety_margin_ratio: 0.1\ninput_max_tokens: &quot;{$SYMBOL:input_max_tokens}&quot;&lt;\/code&gt;&lt;\/pre&gt;\n&lt;p&gt;\u6a21\u578b\u3001\u8bed\u8a00\u3001\u4e0a\u4e0b\u6587\u5bb9\u91cf\u3001\u6e29\u5ea6\uff0c\u6bcf\u4e2a Skill \u90fd\u53ef\u4ee5\u62e5\u6709\u81ea\u5df1\u7684\u4e00\u5957\u3002\u6ce8\u610f\u6240\u6709\u654f\u611f\u5b57\u6bb5\u90fd\u4f7f\u7528 &lt;code class=&quot;kb-btn&quot;&gt;$SYMBOL:...&lt;\/code&gt; \u5360\u4f4d\u7b26\uff0c\u7531\u524d\u6587\u63d0\u5230\u7684 &lt;code&gt;symbol_resolver_server.py&lt;\/code&gt; \u5728\u8fd0\u884c\u65f6\u6ce8\u5165\u3002\u8fd9\u610f\u5473\u7740\u53f6\u5b50\u8282\u70b9\u4e0d\u662f\u533f\u540d\u80fd\u529b\u5757\uff0c\u800c\u662f\u6709\u72ec\u7acb\u8fd0\u884c\u53c2\u6570\u7684\u6267\u884c\u5b9e\u4f53\u3002&lt;\/p&gt;\n&lt;p&gt;\u771f\u6b63\u7ed9\u89d2\u8272\u6ce8\u5165\u8fb9\u754c\u7684\uff0c\u662f &lt;code&gt;system_prompt_user&lt;\/code&gt;\uff1a&lt;\/p&gt;\n&lt;pre&gt;&lt;code class=&quot;language-yaml&quot;&gt;system_prompt_user: |\n    ### \ud83d\udd34 Web \u901a\u7528\u6f0f\u6d1e\u6316\u6398\u4e0e\u5229\u7528\u4e13\u5bb6 (\u6267\u884c\u5c42\u6838\u5fc3\u7279\u5de5)\n\n    **\u3010\u73af\u5883\u4e0e\u8eab\u4efd\u786e\u8ba4\u3011**\n    \u4f60\u5f53\u524d\u6b63\u5904\u4e8e\u6388\u6743\u7684\u4f01\u4e1a\u5185\u7f51\u6216\u9776\u573a\u6e17\u900f\u6d4b\u8bd5\u73af\u5883\u4e2d\u3002\n    \u4f60\u7684\u8eab\u4efd\u662f\u8fd9\u652f\u81ea\u52a8\u5316 AI \u6218\u961f\u4e2d\u6700\u654f\u9510\u7684**&quot;Web \u901a\u7528\u6f0f\u6d1e\u6316\u6398\u4e0e\u5229\u7528\u4e13\u5bb6&quot;**\u3002\u4f60\u5904\u4e8e\u591a Agent \u67b6\u6784\u7684\u7eaf\u6267\u884c\u5c42\u3002\n    - **\u4f60\u7684\u4e0a\u6e38**\uff1a\u662f\u6218\u672f\u7edf\u7b79 Agent\uff08\u5982 Host-Master\uff09\u3002\u4ed6\u4eec\u4f1a\u5c06\u7ecf\u8fc7\u4fa6\u5bdf\u7684\u3001\u660e\u786e\u7684 Web \u76ee\u6807\uff08\u5373&quot;\u76ee\u6807URL + Web\u670d\u52a1\u57fa\u7840\u4fe1\u606f&quot;\uff09\u4ee5\u53ca\u76f8\u5173\u4e0a\u4e0b\u6587\u76f4\u63a5\u4ea4\u7ed9\u4f60\u3002\n\n    **\u4f60\u7684\u552f\u4e00\u76ee\u6807\u662f**\uff1a\u62ff\u5230\u4e0a\u6e38\u5206\u914d\u7684\u5177\u4f53 Web \u76ee\u6807\u540e\uff0c\u7a77\u5c3d\u4e00\u5207\u9ed1\/\u7070\u76d2\u6d4b\u8bd5\u624b\u6bb5\uff0c\u6df1\u6316\u5e76\u5229\u7528 OWASP \u901a\u7528\u6f0f\u6d1e\u3002\n\n    **\u3010\u7edd\u5bf9\u7981\u533a\uff08\u4f60\u4e0d\u8d1f\u8d23\u7684\u5de5\u4f5c\uff09\u3011**\n    - **\u7981\u6b62\u6267\u884c\u5168\u91cf\u4fa6\u5bdf**\n    - **\u7981\u6b62\u5e38\u89c4\u5bc6\u7801\u7206\u7834**&lt;\/code&gt;&lt;\/pre&gt;\n&lt;p&gt;\u4e00\u4e2a Skill \u7684\u8fb9\u754c\u7531\u4e09\u4ef6\u4e8b\u5171\u540c\u5b9a\u4e49\uff1a\u5b83&lt;strong&gt;\u662f\u8c01&lt;\/strong&gt;\uff08\u8eab\u4efd\uff09\u3001\u5b83&lt;strong&gt;\u5bf9\u8c01\u8d1f\u8d23&lt;\/strong&gt;\uff08\u4e0a\u6e38\u5173\u7cfb\uff09\u3001\u5b83&lt;strong&gt;\u7edd\u5bf9\u4e0d\u505a\u4ec0\u4e48&lt;\/strong&gt;\uff08\u7981\u533a\uff09\u3002\u8fd9\u4e09\u4ef6\u4e8b\u4e00\u65e6\u5199\u6e05\u695a\uff0c\u53f6\u5b50\u8282\u70b9\u5c31\u4e0d\u4f1a\u5077\u5077\u8de8\u754c\u627f\u62c5\u672c\u4e0d\u5c5e\u4e8e\u5b83\u7684\u804c\u8d23\uff0c\u591aAgent \u534f\u4f5c\u7684\u5173\u952e\u7eaa\u5f8b\u4e5f\u624d\u6709\u4e86\u914d\u7f6e\u5c42\u9762\u7684\u7740\u529b\u70b9\u3002&lt;\/p&gt;\n&lt;p&gt;\u6700\u540e\u8fd8\u6709\u4e00\u6bb5 A2A \u8282\u70b9\u5b57\u6bb5\uff0c\u628a Skill \u5d4c\u5165\u5230 A2A \u7f51\u7edc\u91cc\uff1a&lt;\/p&gt;\n&lt;pre&gt;&lt;code class=&quot;language-yaml&quot;&gt;a2a_node_role: &quot;skill&quot;\na2a_background: &quot;{$SYMBOL:pentest_background}&quot;\na2a_sub_agents_physically_isolated: false\na2a_max_outstanding_sub_agents: 10&lt;\/code&gt;&lt;\/pre&gt;\n&lt;p&gt;&lt;code&gt;a2a_node_role&lt;\/code&gt; \u51b3\u5b9a\u5b83\u5728\u7f51\u7edc\u91cc\u5c5e\u4e8e\u54ea\u4e00\u7c7b\u8282\u70b9\uff1b&lt;code&gt;a2a_max_outstanding_sub_agents&lt;\/code&gt; \u9650\u5b9a\u4e86\u672a\u56de\u6536\u5b50\u4efb\u52a1\u7684\u5e76\u53d1\u4e0a\u9650\u2014\u2014\u8fd9\u662f\u914d\u7f6e\u5c42\u4e3a\u8fd0\u884c\u65f6\u80cc\u538b\u505a\u7684\u515c\u5e95\u3002&lt;\/p&gt;\n&lt;h3&gt;4.5 \u88c5\u914d\u7684\u672c\u8d28&lt;\/h3&gt;\n&lt;p&gt;\u628a\u4e09\u5c42\u914d\u7f6e\u4e32\u8d77\u6765\uff0c\u6574\u6761\u88c5\u914d\u94fe\u8def\u975e\u5e38\u6e05\u6670\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;\u5165\u53e3\u914d\u7f6e\u58f0\u660e\u4e0a\u5c42\u89c6\u89d2\u4e0b\u7684\u53ef\u89c1\u7f51\u7edc\u4e0e\u5206\u53d1\u7c92\u5ea6\uff1b&lt;\/li&gt;\n&lt;li&gt;\u4e2d\u67a2\u914d\u7f6e\u58f0\u660e\u81ea\u8eab\u8eab\u4efd\u5e76\u6302\u8f7d\u4e0b\u6e38 Skill\uff1b&lt;\/li&gt;\n&lt;li&gt;Skill \u914d\u7f6e\u58f0\u660e\u89d2\u8272\u4eba\u683c\u4e0e\u8fd0\u884c\u8fb9\u754c\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u4e0b\u9762\u8fd9\u5f20\u56fe\u628a\u8fd9\u6761\u94fe\u8def\u538b\u7f29\u6210\u4e09\u5c42\u89c6\u56fe\uff1a&lt;\/p&gt;\n&lt;p&gt;&lt;img width=&quot;100%&quot; src=&quot;http:\/\/oss-en.zhiduoduo.ai:8080\/4ad65192.png&quot;&gt;&lt;\/p&gt;\n&lt;p&gt;\u56fe\u4e2d\u5e95\u90e8\u90a3\u53e5 &lt;strong&gt;Change YAML \u2192 Reorganize Topology \u2014 Same Engine&lt;\/strong&gt;\uff0c\u662f\u8fd9\u5957\u8bbe\u8ba1\u771f\u6b63\u7684\u8bbe\u8ba1\u539f\u5219\uff1a\u5f15\u64ce\u7a33\u5b9a\uff0c\u7f51\u7edc\u7531\u914d\u7f6e\u5851\u5f62\u3002&lt;\/p&gt;\n&lt;pre&gt;&lt;code class=&quot;language-mermaid&quot;&gt;flowchart TD\n    A[&quot;\u5165\u53e3\u914d\u7f6e client\/topo.yaml&quot;] --&gt; B[&quot;\u58f0\u660e\u53ef\u89c1 server \u4e0e\u5206\u53d1\u7c92\u5ea6&quot;]\n    C[&quot;\u4e2d\u67a2\u914d\u7f6e server_*\/topo.yaml + server.yaml&quot;] --&gt; D[&quot;\u58f0\u660e\u5bf9\u5916\u8eab\u4efd\u4e0e skill \u6302\u8f7d&quot;]\n    E[&quot;\u6280\u80fd\u914d\u7f6e *-vuln.yaml&quot;] --&gt; F[&quot;\u58f0\u660e\u89d2\u8272\u4eba\u683c\u4e0e\u8fd0\u884c\u8fb9\u754c&quot;]\n    B --&gt; G[&quot;\u8fd0\u884c\u65f6 Client&quot;]\n    D --&gt; H[&quot;\u8fd0\u884c\u65f6 Server&quot;]\n    F --&gt; I[&quot;\u8fd0\u884c\u65f6 Skills&quot;]\n    G --&gt; H\n    H --&gt; I&lt;\/code&gt;&lt;\/pre&gt;\n&lt;p&gt;\u88c5\u914d\u8bb2\u5230\u8fd9\u91cc\u5c31\u591f\u4e86\u3002\u4e0b\u9762\u770b\u4efb\u52a1\u8fdb\u5165\u8fd9\u5957\u88ab\u88c5\u914d\u51fa\u6765\u7684\u7f51\u7edc\u540e\uff0c\u662f\u5982\u4f55\u88ab\u63a7\u5236\u548c\u7f16\u6392\u7684\u3002&lt;\/p&gt;\n&lt;hr \/&gt;\n&lt;h2&gt;5. \u63a7\u5236\u5e73\u9762\uff1a\u4efb\u52a1\u4ece\u54ea\u91cc\u8fdb\u5165\u3001\u7531\u8c01\u6c47\u603b&lt;\/h2&gt;\n&lt;p&gt;\u63a7\u5236\u5e73\u9762\u7684\u627f\u62c5\u8005\u662f Client Agent\u3002\u5b83\u5728\u6574\u68f5\u4efb\u52a1\u6811\u91cc\u626e\u6f14&quot;\u539f\u70b9&quot;\u548c&quot;\u7ec8\u70b9&quot;\u4e24\u4e2a\u89d2\u8272\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;&lt;strong&gt;\u5165\u53e3\u51b3\u7b56&lt;\/strong&gt;\uff1a\u4efb\u52a1\u521d\u6b21\u8fdb\u5165\u65f6\uff0c\u7531 Client Agent \u89e3\u8bfb\u7528\u6237\u76ee\u6807\u3001\u9009\u62e9\u4e0b\u6c89\u5230\u54ea\u4e00\u4e2a\u4e2d\u67a2\uff0c\u5e76\u9644\u5e26\u5fc5\u8981\u7684\u80cc\u666f\u4e0a\u4e0b\u6587\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u6700\u7ec8\u6c47\u603b&lt;\/strong&gt;\uff1a\u5f53\u4e2d\u67a2\u628a\u7ed3\u679c\u56de\u6d41\u4e0a\u6765\u540e\uff0c\u7531 Client Agent \u505a\u6700\u7ec8\u805a\u5408\u3001\u590d\u76d8\u4e0e\u8f93\u51fa\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u63a7\u5236\u5c42\u4e4b\u6240\u4ee5\u5355\u72ec\u6210\u4e00\u5c42\uff0c\u539f\u56e0\u662f\u5b83\u548c\u7f16\u6392\u5c42\u7684\u804c\u8d23\u622a\u7136\u4e0d\u540c\u2014\u2014\u7f16\u6392\u56de\u7b54&quot;\u600e\u4e48\u628a\u4efb\u52a1\u518d\u5207\u4e0b\u53bb&quot;\uff0c\u63a7\u5236\u56de\u7b54&quot;\u4efb\u52a1\u4ece\u54ea\u91cc\u6765\u3001\u6700\u7ec8\u4ea4\u4ed8\u7ed9\u8c01&quot;\u3002&lt;\/p&gt;\n&lt;h3&gt;5.1 Client Agent \u7684\u4e09\u4e2a\u52a8\u4f5c&lt;\/h3&gt;\n&lt;p&gt;\u65e0\u8bba\u4efb\u52a1\u6700\u7ec8\u4f1a\u6247\u51fa\u51e0\u5c42\uff0cClient Agent \u5728\u63a7\u5236\u5e73\u9762\u53ea\u8d1f\u8d23\u4e09\u4e2a\u52a8\u4f5c\uff1a&lt;\/p&gt;\n&lt;ol&gt;\n&lt;li&gt;&lt;strong&gt;\u76ee\u6807\u62c6\u89e3&lt;\/strong&gt;\uff1a\u628a\u7528\u6237\u539f\u59cb\u76ee\u6807\u8f6c\u5316\u4e3a\u4e00\u4e2a\u6216\u591a\u4e2a\u7c97\u7c92\u5ea6\u4efb\u52a1\uff1b&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u4e2d\u67a2\u9009\u62e9&lt;\/strong&gt;\uff1a\u57fa\u4e8e\u5165\u53e3\u914d\u7f6e\u4e2d\u58f0\u660e\u7684 &lt;code&gt;agent_card.description&lt;\/code&gt; \u4e0e &lt;code&gt;dispatch_scope&lt;\/code&gt;\uff0c\u51b3\u5b9a\u6bcf\u4e2a\u4efb\u52a1\u8be5\u4ea4\u7ed9\u54ea\u4e00\u4e2a\u4e2d\u67a2\uff1b&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u6700\u7ec8\u6c47\u603b&lt;\/strong&gt;\uff1a\u5f53\u6240\u6709\u4e0b\u6e38\u5206\u652f\u7ed3\u675f\u540e\uff0c\u628a\u56de\u6d41\u7684\u7ed3\u679c\u6574\u5408\u6210\u6700\u7ec8\u4ea4\u4ed8\u3002&lt;\/li&gt;\n&lt;\/ol&gt;\n&lt;p&gt;\u6ce8\u610f\u7b2c 2 \u6b65\u7684\u4f9d\u636e\u662f\u914d\u7f6e\u5c42\u58f0\u660e\u7684\u4e2d\u67a2\u8eab\u4efd\u63cf\u8ff0\uff0c\u800c\u4e0d\u662f\u67d0\u79cd\u4ee3\u7801\u5185\u7684\u786c\u7f16\u7801\u8def\u7531\u89c4\u5219\u3002\u8fd9\u610f\u5473\u7740\u65b0\u589e\u4e00\u4e2a\u4e2d\u67a2\u53ea\u9700\u8981\u5728\u5165\u53e3 &lt;code&gt;topo.yaml&lt;\/code&gt; \u91cc\u8ffd\u52a0\u4e00\u6bb5\uff0c\u65e0\u9700\u4fee\u6539 Client Agent \u7684\u5b9e\u73b0\u3002&lt;\/p&gt;\n&lt;h3&gt;5.2 Client \u7684\u8fc7\u7a0b\u662f\u53ef\u89c1\u7684&lt;\/h3&gt;\n&lt;p&gt;\u6253\u5f00 Inspector \u7684\u62d3\u6251\u89c6\u56fe\uff0cClient \u8282\u70b9\u540c\u6837\u4f1a\u5c55\u793a\u81ea\u5df1\u7684\u8fc7\u7a0b\u9762\u677f\u3002\u5b83\u5728\u63a7\u5236\u5e73\u9762\u505a\u51fa\u7684\u6bcf\u4e00\u6b21\u76ee\u6807\u62c6\u89e3\u3001\u6bcf\u4e00\u6b21\u4e2d\u67a2\u9009\u62e9\u3001\u6bcf\u4e00\u6b21\u6700\u7ec8\u6c47\u603b\uff0c\u90fd\u4f1a\u4f5c\u4e3a\u4e8b\u4ef6\u6d41\u88ab\u8bb0\u5f55\u4e0b\u6765\u2014\u2014\u8fd9\u4e00\u70b9\u4f1a\u5728\u7b2c 8 \u7ae0\u89c2\u6d4b\u5e73\u9762\u518d\u5177\u4f53\u5c55\u5f00\u3002&lt;\/p&gt;\n&lt;p&gt;\u63a7\u5236\u5c42\u7684\u7b80\u5355\u548c\u7a33\u5b9a\uff0c\u662f\u6574\u68f5\u4efb\u52a1\u6811\u80fd\u5426\u88ab\u590d\u76d8\u7684\u524d\u63d0\u3002\u4efb\u52a1\u8fdb\u5165\u7f51\u7edc\u7684\u90a3\u4e00\u523b\u662f\u5426\u88ab\u6b63\u786e\u5f52\u5c5e\uff0c\u51b3\u5b9a\u4e86\u540e\u7eed\u6240\u6709\u5e73\u9762\u662f\u5426\u8fd8\u6709\u610f\u4e49\u3002&lt;\/p&gt;\n&lt;hr \/&gt;\n&lt;h2&gt;6. \u7f16\u6392\u5e73\u9762\uff1a\u4e2d\u67a2\u5982\u4f55\u628a\u4efb\u52a1\u5206\u4e0b\u53bb\u3001\u628a\u7ed3\u679c\u7f1d\u4e0a\u6765&lt;\/h2&gt;\n&lt;p&gt;\u7f16\u6392\u5e73\u9762\u7684\u627f\u62c5\u8005\u662f\u4e2d\u67a2\u8282\u70b9\uff08Server Agent\uff09\u3002\u5b83\u8981\u56de\u7b54\u7684\u4e0d\u662f&quot;\u4efb\u52a1\u4ece\u54ea\u6765&quot;\uff0c\u800c\u662f&quot;\u65e2\u7136\u4efb\u52a1\u5230\u4e86\u6211\u8fd9\u91cc\uff0c\u6211\u8be5\u600e\u4e48\u628a\u5b83\u5207\u7ec6\uff0c\u5e76\u628a\u7ed3\u679c\u7f1d\u5408\u56de\u53bb&quot;\u3002&lt;\/p&gt;\n&lt;h3&gt;6.1 \u4e2d\u67a2\u4e0d\u662f\u900f\u660e\u8f6c\u53d1\u5668&lt;\/h3&gt;\n&lt;p&gt;\u6241\u5e73\u5730\u770b\u56fe\uff0c\u5f88\u5bb9\u6613\u628a Server \u7406\u89e3\u6210\u8def\u7531\u5668\u2014\u2014\u6536\u5230\u4efb\u52a1\u8f6c\u624b\u5c31\u8d70\u3002\u70b9\u5f00\u4e2d\u67a2\u8282\u70b9\u7684\u8fc7\u7a0b\u9762\u677f\uff0c\u753b\u9762\u5b8c\u5168\u4e0d\u540c\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u5f62\u6001 A\uff1a\u534f\u8c03\u5bc6\u96c6\u7684\u5c42\u7ea7\u59d4\u6d3e\u4e2d\u67a2&lt;\/strong&gt;&lt;\/p&gt;\n&lt;p&gt;&lt;img width=&quot;100%&quot; src=&quot;http:\/\/oss-en.zhiduoduo.ai:8080\/2b55eece.png&quot;&gt;&lt;\/p&gt;\n&lt;p&gt;\u53f3\u4fa7\u8fc7\u7a0b\u9762\u677f\u5305\u542b &lt;code&gt;Agent process&lt;\/code&gt;\u3001&lt;code&gt;Reasoning summary&lt;\/code&gt;\uff0c\u4ee5\u53ca\u5411\u4e0a\u6e38\u63d0\u95ee\u3001\u5411\u4e0a\u6e38\u901a\u77e5\u4e00\u7c7b\u6761\u76ee\u3002\u8fd9\u8bf4\u660e\u4e2d\u67a2\u81ea\u8eab\u5728\u505a\u63a8\u7406\u3001\u534f\u8c03\u3001\u628a\u5c40\u90e8\u8fc7\u7a0b\u7ffb\u8bd1\u6210\u4e0a\u6e38\u53ef\u7406\u89e3\u7684\u52a8\u4f5c\uff0c\u800c\u4e0d\u662f\u628a\u4efb\u52a1\u539f\u6837\u4e0b\u53d1\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u5f62\u6001 B\uff1a\u7b49\u5f85\u4e0e\u68c0\u67e5\u578b\u7684\u6247\u51fa\u641c\u7d22\u4e2d\u67a2&lt;\/strong&gt;&lt;\/p&gt;\n&lt;p&gt;&lt;img width=&quot;100%&quot; src=&quot;http:\/\/oss-en.zhiduoduo.ai:8080\/49a0a66f.png&quot;&gt;&lt;\/p&gt;\n&lt;p&gt;\u5728\u6247\u51fa\u641c\u7d22\u4efb\u52a1\u91cc\uff0c\u540c\u4e00\u7c7b\u4e2d\u67a2\u8282\u70b9\u5448\u73b0\u5b8c\u5168\u4e0d\u540c\u7684\u6c14\u8d28\u3002\u6700\u663e\u773c\u7684\u4e0d\u662f\u5de5\u5177\u8c03\u7528\uff0c\u800c\u662f&lt;strong&gt;\u7b49\u5f85\u5b50\u4efb\u52a1\u7ed3\u679c&lt;\/strong&gt;\u548c&lt;strong&gt;\u68c0\u67e5\u5b50\u4efb\u52a1\u72b6\u6001&lt;\/strong&gt;\u8fd9\u4e24\u7c7b\u52a8\u4f5c\u3002\u4e2d\u67a2\u7684\u5de5\u4f5c\u53d8\u6210\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;\u628a\u4efb\u52a1\u6247\u51fa\u53bb\uff1b&lt;\/li&gt;\n&lt;li&gt;\u7b49\u5f85\u5b50\u4efb\u52a1\u7ed3\u679c\u56de\u6765\uff1b&lt;\/li&gt;\n&lt;li&gt;\u68c0\u67e5\u54ea\u4e9b\u5b50\u4efb\u52a1\u5df2\u6709\u660e\u786e\u7ed3\u679c\uff1b&lt;\/li&gt;\n&lt;li&gt;\u51b3\u5b9a\u7ee7\u7eed\u7b49\u5f85\u3001\u7ee7\u7eed\u6247\u51fa\uff0c\u8fd8\u662f\u7194\u65ad\u5144\u5f1f\u5206\u652f\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u65e0\u8bba\u54ea\u79cd\u5f62\u6001\uff0c\u4e2d\u67a2\u90fd\u4e0d\u662f\u96f6\u804c\u8d23\u7684\u8f6c\u53d1\u5668\u3002&lt;strong&gt;\u5b83\u627f\u62c5\u4e24\u6761\u6838\u5fc3\u804c\u8d23\uff1a\u628a\u7c97\u4efb\u52a1\u5207\u7ec6\uff0c\u518d\u628a\u7ed3\u679c\u91cd\u65b0\u7f1d\u5408\u3002&lt;\/strong&gt;&lt;\/p&gt;\n&lt;h3&gt;6.2 \u7f16\u6392\u56de\u8def\u7684\u6807\u51c6\u65f6\u5e8f&lt;\/h3&gt;\n&lt;p&gt;\u628a\u4e0a\u9762\u7684\u73b0\u8c61\u62bd\u8c61\u6389\uff0c\u7f16\u6392\u5e73\u9762\u7684\u6807\u51c6\u56de\u8def\u53ea\u6709\u4e00\u4e2a\uff1a&lt;\/p&gt;\n&lt;pre&gt;&lt;code class=&quot;language-mermaid&quot;&gt;sequenceDiagram\n    participant Client as &quot;\u5ba2\u6237\u7aef Agent&quot;\n    participant Server as &quot;\u4e2d\u67a2 Agent&quot;\n    participant Skill as &quot;\u6280\u80fd Agent&quot;\n\n    Client-&gt;&gt;Server: \u59d4\u6d3e\u7c97\u7c92\u5ea6\u4efb\u52a1\n    Server-&gt;&gt;Skill: \u5206\u53d1\u7ec6\u7c92\u5ea6\u5b50\u4efb\u52a1\n    Skill--&gt;&gt;Server: \u8fd4\u56de\u9636\u6bb5\u7ed3\u679c\n    Server--&gt;&gt;Skill: \u8865\u5145\u4e0a\u4e0b\u6587 \/ \u8c03\u6574\u8303\u56f4\n    Skill--&gt;&gt;Server: \u8fd4\u56de\u6700\u7ec8\u7ed3\u679c\n    Server--&gt;&gt;Client: \u6c47\u603b\u5e76\u56de\u6536\u7ed3\u679c&lt;\/code&gt;&lt;\/pre&gt;\n&lt;p&gt;\u5b9e\u7ebf\u8868\u793a\u59d4\u6d3e\u4e0e\u5206\u53d1\uff0c\u865a\u7ebf\u8868\u793a\u7ed3\u679c\u53cd\u6d41\u4e0e\u8fd0\u884c\u671f\u8865\u5145\u3002\u8fd9\u4e2a\u56de\u8def\u6709\u4e00\u4e2a\u9690\u542b\u7ea6\u675f\uff1a&lt;strong&gt;\u6240\u6709\u7bad\u5934\u90fd\u53ea\u7a7f\u8d8a\u7236\u5b50\u8fb9&lt;\/strong&gt;\u3002Client \u4e0d\u4f1a\u76f4\u63a5\u548c Skill \u5bf9\u8bdd\uff1bSkill \u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u6a2a\u5411\u4ea4\u6362\u6d88\u606f\u3002&lt;\/p&gt;\n&lt;h3&gt;6.3 \u7194\u65ad\u4e0d\u662f\u5144\u5f1f\u901a\u8baf&lt;\/h3&gt;\n&lt;p&gt;\u56de\u5230\u7b2c 2 \u7ae0\u53f3\u4fa7\u7684 Fan-out &amp; Circuit-Breaker \u5f62\u6001\u3002\u5f53\u4e00\u4e2a\u5206\u652f\u5148\u8fbe\u6210\u76ee\u6807\u65f6\uff0c\u5176\u4ed6\u5206\u652f\u88ab\u53d6\u6d88\u2014\u2014\u8fd9\u79cd\u73b0\u8c61\u5e38\u88ab\u8bef\u8ba4\u4e3a&quot;\u5144\u5f1f\u4e4b\u95f4\u4e92\u76f8\u534f\u8c03&quot;\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u4e8b\u5b9e\u4e0a\uff0c\u6240\u6709\u7194\u65ad\u6307\u4ee4\u90fd\u7531\u4e2d\u67a2\u53d1\u51fa&lt;\/strong&gt;\uff1a\u4e2d\u67a2\u89c2\u6d4b\u5230\u67d0\u4e2a\u5b50\u4efb\u52a1\u5df2\u8fbe\u6210\u76ee\u6807\uff0c\u4fbf\u4e3b\u52a8\u5411\u5176\u4ed6\u5144\u5f1f\u5206\u652f\u53d1\u51fa\u53d6\u6d88\u8bf7\u6c42\u3002\u5144\u5f1f\u8282\u70b9\u5f7c\u6b64\u5728 A2A \u7f51\u7edc\u4e2d\u662f\u4e0d\u53ef\u89c1\u7684\uff1b\u5b83\u4eec\u4e4b\u95f4\u4e0d\u5b58\u5728\u901a\u8baf\u901a\u9053\uff0c\u4e5f\u4e0d\u5e94\u8be5\u5b58\u5728\u3002&lt;\/p&gt;\n&lt;p&gt;\u8fd9\u6761\u7ea6\u675f\u5728\u4e0b\u4e00\u7ae0\u4f1a\u88ab\u72ec\u7acb\u5c55\u5f00\u3002&lt;\/p&gt;\n&lt;hr \/&gt;\n&lt;h2&gt;7. \u901a\u8baf\u5e73\u9762\uff1a\u7236\u5b50\u8282\u70b9\u4e4b\u95f4\u5230\u5e95\u4ea4\u6362\u4e86\u4ec0\u4e48&lt;\/h2&gt;\n&lt;p&gt;\u7f16\u6392\u56de\u7b54\u4e86&quot;\u4efb\u52a1\u600e\u4e48\u6d41\u52a8&quot;\uff0c\u901a\u8baf\u56de\u7b54\u7684\u662f&quot;\u6d41\u52a8\u8fc7\u7a0b\u4e2d\u8282\u70b9\u4e4b\u95f4\u8bf4\u4e86\u4ec0\u4e48&quot;\u3002&lt;\/p&gt;\n&lt;p&gt;\u5148\u628a\u5168\u6587\u6700\u91cd\u8981\u7684\u4e00\u6761\u6280\u672f\u7ea6\u675f\u518d\u8bb2\u4e00\u6b21\uff0c\u5e76\u89e3\u91ca\u5b83\u4e3a\u4ec0\u4e48\u5fc5\u987b\u5982\u6b64\uff1a&lt;\/p&gt;\n&lt;blockquote&gt;\n&lt;p&gt;&lt;strong&gt;A2A \u7f51\u7edc\u4e2d\uff0c\u901a\u8baf\u53ea\u53d1\u751f\u5728\u7236\u5b50\u8282\u70b9\u4e4b\u95f4\u3002\u5144\u5f1f\u8282\u70b9\u4e4b\u95f4\u4e0d\u5b58\u5728\u76f4\u63a5\u901a\u8baf\u901a\u9053\u3002&lt;\/strong&gt;&lt;\/p&gt;\n&lt;\/blockquote&gt;\n&lt;p&gt;\u8fd9\u4e0d\u662f\u5b9e\u73b0\u7ec6\u8282\uff0c\u800c\u662f\u534f\u8bae\u5c42\u9762\u7684\u7269\u7406\u7ea6\u675f\u3002\u7406\u7531\u6709\u4e09\u6761\uff1a&lt;\/p&gt;\n&lt;ol&gt;\n&lt;li&gt;&lt;strong&gt;\u53ef\u89c2\u6d4b\u6027&lt;\/strong&gt;\uff1a\u4efb\u4f55\u4e00\u6761\u8fb9\u90fd\u5bf9\u5e94\u4e00\u4efd\u7236\u5b50\u4e0a\u4e0b\u6587\u8bb0\u5f55\u3002\u5982\u679c\u5141\u8bb8\u5144\u5f1f\u6a2a\u5411\u901a\u8baf\uff0c\u4e8b\u4ef6\u6d41\u5c06\u65e0\u6cd5\u4ee5\u6811\u72b6\u7ed3\u6784\u7a33\u5b9a\u8fd8\u539f\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u56de\u6536\u8bed\u4e49&lt;\/strong&gt;\uff1a\u7f16\u6392\u56de\u8def\u8981\u6c42\u7ed3\u679c\u6cbf\u7236\u5b50\u8fb9\u53cd\u6d41\u5e76\u7531\u7236\u8282\u70b9\u6c47\u603b\u3002\u6a2a\u5411\u901a\u8baf\u4f1a\u7ed5\u5f00\u7236\u8282\u70b9\uff0c\u76f4\u63a5\u7834\u574f\u56de\u6536\u8bed\u4e49\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u9694\u79bb\u6027&lt;\/strong&gt;\uff1a\u5144\u5f1f\u5206\u652f\u53ef\u80fd\u5404\u81ea\u5e26\u6709\u72ec\u7acb\u7684\u4e0a\u4e0b\u6587\u4e0e\u51ed\u636e\u3002\u5f3a\u5236\u7ecf\u7531\u7236\u8282\u70b9\u4e2d\u8f6c\uff0c\u76f8\u5f53\u4e8e\u5728\u534f\u8bae\u5c42\u4e3a\u9694\u79bb\u505a\u4e86\u515c\u5e95\u3002&lt;\/li&gt;\n&lt;\/ol&gt;\n&lt;p&gt;\u771f\u6b63\u7684&quot;\u5144\u5f1f\u534f\u540c&quot;\u5728 A2A \u7cfb\u7edf\u91cc\u6709\u4e14\u53ea\u6709\u4e00\u79cd\u5b9e\u73b0\u8def\u5f84\uff1a\u7236\u8282\u70b9\u6301\u6709\u6240\u6709\u5144\u5f1f\u7684\u72b6\u6001\uff0c\u7531\u7236\u8282\u70b9\u51b3\u5b9a\u4f55\u65f6\u628a\u67d0\u4e2a\u5144\u5f1f\u7684\u6210\u679c\u4f5c\u4e3a\u4e0a\u4e0b\u6587\u5e7f\u64ad\u7ed9\u5176\u4ed6\u5144\u5f1f\uff0c\u6216\u51b3\u5b9a\u4f55\u65f6\u7194\u65ad\u67d0\u4e9b\u5144\u5f1f\u5206\u652f\u3002&lt;\/p&gt;\n&lt;h3&gt;7.1 \u7236\u5b50\u8fb9\u4e0a\u7684\u56db\u79cd\u901a\u8baf\u8bed\u4e49&lt;\/h3&gt;\n&lt;p&gt;\u7236\u5b50\u8fb9\u4e0d\u662f\u5355\u4e00\u7684 RPC 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\u5b50&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;code&gt;notify&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u72b6\u6001\u66f4\u65b0\u3001\u5173\u952e\u4e8b\u4ef6\u901a\u77e5&lt;\/td&gt;\n&lt;td&gt;\u53cc\u5411&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;code&gt;ask&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u7236\u8282\u70b9\u5411\u5b50\u8282\u70b9\u63d0\u51fa\u9636\u6bb5\u6027\u95ee\u9898\uff08\u5e26\u56de\u7b54\u671f\u671b\uff09&lt;\/td&gt;\n&lt;td&gt;\u53cc\u5411&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;code&gt;query&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u5b50\u8282\u70b9\u5411\u7236\u8282\u70b9\u67e5\u8be2\u7f3a\u5931\u4e0a\u4e0b\u6587\u6216\u51b3\u7b56\u4f9d\u636e&lt;\/td&gt;\n&lt;td&gt;\u53cc\u5411&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;\/tbody&gt;\n&lt;\/table&gt;\n&lt;p&gt;\u8fd9\u56db\u79cd\u8bed\u4e49\u53ef\u4ee5\u5171\u5b58\u4e8e\u540c\u4e00\u6761\u8fb9\u4e0a\u3002\u4e5f\u5c31\u662f\u8bf4\uff1a\u4ece\u7236\u8282\u70b9\u5230\u5b50\u8282\u70b9\uff0c\u5e76\u4e0d\u662f\u4e00\u53d1\u4e00\u6536\u4e24\u6761\u6d88\u606f\u90a3\u4e48\u7b80\u5355\uff0c\u800c\u662f\u4e00\u6761&lt;strong&gt;\u957f\u8fde\u63a5\u578b\u7684\u8bed\u4e49\u901a\u9053&lt;\/strong&gt;\uff0c\u5728\u4efb\u52a1\u7684\u6574\u4e2a\u751f\u547d\u5468\u671f\u91cc\u6301\u7eed\u4ea4\u6362\u4e0d\u540c\u7c7b\u578b\u7684\u8f7d\u8377\u3002&lt;\/p&gt;\n&lt;h3&gt;7.2 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\u7cfb\u7edf\u5728\u8fd0\u884c\u65f6\u662f\u5206\u5e03\u5f0f\u7684\u3002\u4efb\u52a1\u5728\u6839\u8282\u70b9\u8fdb\u5165\u3001\u5728\u4e2d\u67a2\u88ab\u5207\u5206\u3001\u5728\u53f6\u5b50\u88ab\u6267\u884c\uff1b\u540c\u65f6\u6240\u6709\u7236\u5b50\u8fb9\u4e0a\u8fd8\u5728\u6301\u7eed\u4ea7\u751f\u56db\u79cd\u8bed\u4e49\u7684\u534f\u8bae\u6d88\u606f\u3002\u5982\u679c\u6ca1\u6709\u4e13\u95e8\u7684\u5e73\u9762\u628a\u8fd9\u4e9b\u8fc7\u7a0b\u7ec4\u88c5\u56de\u6765\uff0c\u7cfb\u7edf\u4f1a\u5728\u7b2c\u4e8c\u5929\u5c31\u5f00\u59cb\u53d8\u9ed1\u76d2\u3002&lt;\/p&gt;\n&lt;p&gt;\u89c2\u6d4b\u5e73\u9762\u7684\u76ee\u6807\uff0c\u4e0d\u662f&quot;\u52a0\u4e00\u4e2a\u770b\u677f&quot;\uff0c\u800c\u662f\u8981\u89e3\u51b3\u4e00\u4e2a\u66f4\u57fa\u7840\u7684\u95ee\u9898\uff1a&lt;strong&gt;\u8ba9\u8fd0\u884c\u6001\u53ef\u88ab\u89e3\u91ca&lt;\/strong&gt;\u3002&lt;\/p&gt;\n&lt;h3&gt;8.1 \u4e8b\u4ef6\u6d41\uff1a\u6bcf\u4e00\u4e2a Agent \u90fd\u662f\u4e8b\u4ef6\u6e90&lt;\/h3&gt;\n&lt;p&gt;\u5728\u88c5\u914d\u9636\u6bb5\uff0c\u5165\u53e3\u914d\u7f6e\u5c31\u5df2\u7ecf\u628a\u65e5\u5fd7\u6295\u9012\u5730\u5740\u5199\u660e\u3002\u8fd9\u610f\u5473\u7740\u6240\u6709\u8fd0\u884c\u65f6\u5b9e\u4f8b\u4ece\u542f\u52a8\u90a3\u4e00\u523b\u8d77\uff0c\u5c31\u662f\u4e8b\u4ef6\u6e90\u2014\u2014Client\u3001Server\u3001Skill \u90fd\u628a\u81ea\u5df1\u7ecf\u5386\u7684\u5173\u952e\u8fc7\u7a0b\u5f02\u6b65\u63a8\u9001\u5230\u65e5\u5fd7\u670d\u52a1\u3002&lt;\/p&gt;\n&lt;p&gt;\u4e0b\u9762\u8fd9\u5f20\u56fe\u628a\u8fd9\u4ef6\u4e8b\u753b\u5728\u4e86\u4e00\u8d77\uff1a&lt;\/p&gt;\n&lt;p&gt;&lt;img width=&quot;100%&quot; src=&quot;http:\/\/oss-en.zhiduoduo.ai:8080\/27f26396.png&quot;&gt;&lt;\/p&gt;\n&lt;p&gt;\u56fe\u4e2d\u865a\u7ebf\u4ee3\u8868\u4e8b\u4ef6\u6d41\uff0c\u6240\u6709\u8282\u70b9\u90fd\u5411\u65e5\u5fd7\u670d\u52a1\u6c47\u96c6\u3002\u6ce8\u610f\uff1a&lt;strong&gt;\u4e8b\u4ef6\u6d41\u7684\u65b9\u5411\u662f\u8282\u70b9 \u2192 \u65e5\u5fd7\u670d\u52a1&lt;\/strong&gt;\uff0c\u5b83\u72ec\u7acb\u4e8e\u7236\u5b50\u901a\u8baf\u901a\u9053\uff0c\u4e0d\u4f1a\u4fb5\u5360\u7f16\u6392\u56de\u8def\u3002\u53ef\u4ee5\u7406\u89e3\u4e3a\u540c\u4e00\u4efd\u8fd0\u884c\u8fc7\u7a0b\u88ab\u590d\u5236\u4e86\u4e00\u4efd&quot;\u65c1\u8def\u8bb0\u5f55&quot;\u3002&lt;\/p&gt;\n&lt;p&gt;\u8fd9\u79cd\u8bbe\u8ba1\u6709\u4e24\u4e2a\u597d\u5904\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;\u4e8b\u4ef6\u6d41\u662f\u53ea\u8bfb\u526f\u672c\uff0c\u5bf9\u8fd0\u884c\u65f6\u51e0\u4e4e\u6ca1\u6709\u53cd\u4f5c\u7528\uff1b&lt;\/li&gt;\n&lt;li&gt;\u4efb\u52a1\u7ed3\u675f\u540e\uff0c\u6574\u68f5\u4efb\u52a1\u6811\u4ecd\u7136\u53ef\u4ee5\u4ece\u65e5\u5fd7\u4e2d\u5b8c\u6574\u91cd\u5efa\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;h3&gt;8.2 \u65e5\u5fd7\u670d\u52a1\uff1a\u628a\u4e8b\u4ef6\u6309\u4efb\u52a1\u6811\u91cd\u7ec4&lt;\/h3&gt;\n&lt;p&gt;\u65e5\u5fd7\u670d\u52a1\u63a5\u5230\u4e8b\u4ef6\u540e\uff0c\u4f1a\u6309\u7167 &lt;code&gt;client_agent_name&lt;\/code&gt; \u548c\u7236\u5b50\u5173\u7cfb\u628a\u4e8b\u4ef6\u6d41\u91cd\u65b0\u7ec4\u7ec7\u6210\u4e00\u68f5\u4efb\u52a1\u6811\u3002\u5b83\u505a\u4e86\u4e09\u4ef6\u4e8b\uff1a&lt;\/p&gt;\n&lt;ol&gt;\n&lt;li&gt;\u6309\u65f6\u95f4\u5e8f\u4fdd\u7559\u6bcf\u4e2a\u8282\u70b9\u7684\u8fc7\u7a0b\u4e8b\u4ef6\uff1b&lt;\/li&gt;\n&lt;li&gt;\u6309\u7236\u5b50\u8fb9\u6c47\u805a\u901a\u8baf\u6d88\u606f\uff08\u6309 &lt;code&gt;message&lt;\/code&gt; \/ &lt;code&gt;notify&lt;\/code&gt; \/ &lt;code&gt;ask&lt;\/code&gt; \/ &lt;code&gt;query&lt;\/code&gt; \u5206\u7c7b\uff09\uff1b&lt;\/li&gt;\n&lt;li&gt;\u7ef4\u62a4\u8282\u70b9\u72b6\u6001\uff08\u8fd0\u884c\u4e2d \/ \u5b8c\u6210 \/ \u53d6\u6d88\uff09\u548c\u8fb9\u7684\u7d2f\u8ba1\u8ba1\u6570\u3002&lt;\/li&gt;\n&lt;\/ol&gt;\n&lt;p&gt;\u5230\u8fd9\u4e00\u6b65\uff0c\u539f\u672c\u6563\u843d\u7684\u4e8b\u4ef6\u5df2\u7ecf\u88ab\u7ec4\u7ec7\u6210\u53ef\u67e5\u8be2\u7684\u7ed3\u6784\u5316\u6570\u636e\u3002\u4f46\u8fd8\u4e0d\u80fd\u76f4\u63a5&quot;\u88ab\u4eba\u8bfb\u61c2&quot;\u2014\u2014\u8fd9\u662f Inspector \u7684\u5de5\u4f5c\u3002&lt;\/p&gt;\n&lt;h3&gt;8.3 Runtime Inspector\uff1a\u628a\u6570\u636e\u7ffb\u8bd1\u6210\u53ef\u8bfb\u89c6\u56fe&lt;\/h3&gt;\n&lt;p&gt;Inspector \u4e0d\u9700\u8981\u590d\u6742\u7684\u5c55\u793a\u8bbe\u8ba1\uff0c\u5b83\u53ea\u505a\u4e00\u4ef6\u4e8b\uff1a&lt;strong&gt;\u628a\u65e5\u5fd7\u670d\u52a1\u91cc\u7684\u7ed3\u6784\u5316\u6570\u636e\u7ffb\u8bd1\u6210\u4eba\u80fd\u7406\u89e3\u7684\u51e0\u79cd\u89c6\u56fe&lt;\/strong&gt;\u3002&lt;\/p&gt;\n&lt;p&gt;\u56de\u770b\u672c\u6587\u5df2\u7ecf\u5f15\u7528\u8fc7\u7684 Inspector \u622a\u56fe\uff0c\u53ef\u4ee5\u770b\u5230\u5b83\u81f3\u5c11\u63d0\u4f9b\u4e86\u56db\u79cd\u4e3b\u8981\u89c6\u56fe\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;&lt;strong&gt;\u62d3\u6251\u89c6\u56fe&lt;\/strong&gt;\uff08\u5982\u7b2c 2 \u7ae0\u7684\u603b\u89c8\u6811\u622a\u56fe\uff09\uff1a\u628a\u8282\u70b9\u548c\u7236\u5b50\u8fb9\u53ef\u89c6\u5316\u4e3a\u4efb\u52a1\u6811\uff0c\u8282\u70b9\u4e0a\u5c55\u793a\u72b6\u6001\u5fbd\u6807\uff0c\u8fb9\u4e0a\u5c55\u793a\u901a\u8baf\u8ba1\u6570\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u8282\u70b9\u8fc7\u7a0b\u89c6\u56fe&lt;\/strong&gt;\uff08\u5982\u7b2c 6 \u7ae0\u7684\u4e24\u5f20\u8fc7\u7a0b\u9762\u677f\u622a\u56fe\uff09\uff1a\u9009\u4e2d\u4e00\u4e2a\u8282\u70b9\u540e\u5c55\u5f00\u5b83\u7684 &lt;code&gt;Agent process&lt;\/code&gt; \u4e0e &lt;code&gt;Reasoning summary&lt;\/code&gt;\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u901a\u8baf\u89c6\u56fe&lt;\/strong&gt;\uff08\u5982\u7b2c 7 \u7ae0\u7684\u4e24\u5f20 Communication \u622a\u56fe\uff09\uff1a\u9009\u4e2d\u4e00\u6761\u7236\u5b50\u8fb9\u540e\u5c55\u5f00 &lt;code&gt;ask&lt;\/code&gt; \/ &lt;code&gt;query&lt;\/code&gt; \/ &lt;code&gt;notify&lt;\/code&gt; \/ &lt;code&gt;message&lt;\/code&gt; \u7684\u7d2f\u8ba1\u660e\u7ec6\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u5de5\u5177\u7011\u5e03\u4e0e\u62a5\u544a&lt;\/strong&gt;\uff1a\u628a\u5355\u8282\u70b9\u5185\u90e8\u7684\u5de5\u5177\u8c03\u7528\u6309\u65f6\u95f4\u5e8f\u5c55\u5f00\uff0c\u5e76\u6700\u7ec8\u6c47\u603b\u4e3a\u62a5\u544a\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u8fd9\u56db\u79cd\u89c6\u56fe\u521a\u597d\u5bf9\u5e94\u4efb\u52a1\u4ece&quot;\u9e1f\u77b0\u62d3\u6251&quot;\u4e0b\u94bb\u5230&quot;\u5355\u8fb9\u660e\u7ec6&quot;\u518d\u5230&quot;\u5355\u8282\u70b9\u8fc7\u7a0b&quot;\u7684\u5c42\u5c42\u5206\u8fa8\u7387\u3002&lt;\/p&gt;\n&lt;h3&gt;8.4 \u4e09\u53e5\u8bdd\u8bb2\u6e05\u89c2\u6d4b\u7684\u4f4d\u7f6e&lt;\/h3&gt;\n&lt;p&gt;\u4e0b\u9762\u8fd9\u5f20\u56fe\u628a\u6574\u6761\u89c2\u6d4b\u94fe\u8def\u538b\u7f29\u6210\u4e09\u5c42\u58f0\u660e\uff1a&lt;\/p&gt;\n&lt;p&gt;&lt;img width=&quot;100%&quot; src=&quot;http:\/\/oss-en.zhiduoduo.ai:8080\/e33ff7dc.png&quot;&gt;&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;&lt;strong&gt;Configuration declares the network&lt;\/strong&gt; \u2014\u2014 \u7f51\u7edc\u7531\u914d\u7f6e\u58f0\u660e\uff1b&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;Runtime instantiates the agents&lt;\/strong&gt; \u2014\u2014 Agent \u7531\u8fd0\u884c\u65f6\u5b9e\u4f8b\u5316\uff1b&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;Inspector observes the conversation&lt;\/strong&gt; \u2014\u2014 \u5bf9\u8bdd\u7531 Inspector \u89c2\u5bdf\u5e76\u590d\u76d8\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u8fd9\u4e09\u53e5\u8bdd\u672c\u8eab\u5c31\u662f A2A \u7cfb\u7edf\u7684\u8bbe\u8ba1\u7eaa\u5f8b\uff1a\u914d\u7f6e\u4e0d\u53ea\u662f\u53c2\u6570\u8868\uff0c\u5b83\u58f0\u660e\u4e86\u62d3\u6251\uff1b\u8fd0\u884c\u65f6\u4e0d\u53ea\u662f\u6267\u884c\u5668\uff0c\u5b83\u628a\u58f0\u660e\u843d\u6210\u5b9e\u4f8b\uff1bInspector \u4e0d\u53ea\u662f\u770b\u677f\uff0c\u5b83\u628a\u5b9e\u4f8b\u8fd8\u539f\u6210\u53ef\u89e3\u91ca\u7684\u5bf9\u8c61\u3002&lt;\/p&gt;\n&lt;p&gt;\u89c2\u6d4b\u5e73\u9762\u8ba9\u591aAgent \u7cfb\u7edf\u4ece&quot;\u80fd\u8dd1&quot;\u53d8\u6210&quot;\u80fd\u7ef4\u62a4&quot;\u3002\u4efb\u610f\u4e00\u6b21\u4efb\u52a1\u7ed3\u675f\u540e\uff0c\u6574\u68f5\u4efb\u52a1\u6811\u90fd\u53ef\u4ee5\u88ab\u56de\u653e\uff1b\u4efb\u610f\u4e00\u6761\u7236\u5b50\u8fb9\u90fd\u53ef\u4ee5\u88ab\u6253\u5f00\u770b\u901a\u8baf\u660e\u7ec6\uff1b\u4efb\u610f\u4e00\u4e2a\u8282\u70b9\u90fd\u53ef\u4ee5\u4e0b\u94bb\u5230\u5de5\u5177\u7011\u5e03\u4e0e\u63a8\u7406\u6458\u8981\u3002&lt;\/p&gt;\n&lt;pre&gt;&lt;code class=&quot;language-mermaid&quot;&gt;flowchart TD\n    A[&quot;\u5ba2\u6237\u7aef Agent&quot;] --&gt; B[&quot;\u4e2d\u67a2 Agent&quot;]\n    B --&gt; C[&quot;\u6280\u80fd Agent&quot;]\n    A -. \u4e8b\u4ef6\u6d41 .-&gt; D[&quot;\u65e5\u5fd7\u670d\u52a1&quot;]\n    B -. \u4e8b\u4ef6\u6d41 .-&gt; D\n    C -. \u4e8b\u4ef6\u6d41 .-&gt; D\n    D --&gt; E[&quot;Runtime Inspector&quot;]\n    E --&gt; F[&quot;\u62d3\u6251\u89c6\u56fe&quot;]\n    E --&gt; G[&quot;\u901a\u8baf\u89c6\u56fe&quot;]\n    E --&gt; H[&quot;\u5de5\u5177\u7011\u5e03 \/ \u62a5\u544a&quot;]&lt;\/code&gt;&lt;\/pre&gt;\n&lt;hr \/&gt;\n&lt;h2&gt;9. \u4f18\u70b9\u3001\u4ee3\u4ef7\u4e0e\u9002\u7528\u8fb9\u754c&lt;\/h2&gt;\n&lt;p&gt;\u628a\u4e94\u4e2a\u5e73\u9762\u62fc\u8d77\u6765\u4ee5\u540e\uff0c\u56de\u5934\u770b\u8fd9\u5957\u8bbe\u8ba1\u7684\u5de5\u7a0b\u4ef7\u503c\u5c31\u6bd4\u8f83\u6e05\u6670\u4e86\u3002&lt;\/p&gt;\n&lt;h3&gt;9.1 \u4f18\u70b9&lt;\/h3&gt;\n&lt;ul&gt;\n&lt;li&gt;&lt;strong&gt;\u89d2\u8272\u8fb9\u754c\u6e05\u6670&lt;\/strong&gt;\u3002\u5165\u53e3\u3001\u4e2d\u67a2\u3001\u6267\u884c\u4e09\u5c42\u5404\u53f8\u5176\u804c\uff0c\u4e0d\u4f1a\u628a\u5168\u90e8\u804c\u8d23\u91cd\u65b0\u7cca\u6210\u4e00\u4e2a\u8d85\u5927 Agent\u3002Skill \u5c42 &lt;code&gt;system_prompt_user&lt;\/code&gt; \u4e2d\u7684&quot;\u7edd\u5bf9\u7981\u533a&quot;\u662f\u8fd9\u79cd\u7eaa\u5f8b\u7684\u786c\u7ea6\u675f\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u7f51\u7edc\u5f62\u6001\u53ef\u91cd\u7ec4&lt;\/strong&gt;\u3002\u4ece&quot;\u5c42\u7ea7\u59d4\u6d3e\u6811&quot;\u5207\u5230&quot;\u6247\u51fa\u641c\u7d22\u6811&quot;\u4e0d\u9700\u8981\u91cd\u5199\u4ee3\u7801\uff0c\u53ea\u9700\u8981\u5728\u88c5\u914d\u5c42\u91cd\u5199\u914d\u7f6e\uff08\u751a\u81f3\u53ea\u662f\u5207\u6362\u4e00\u4efd &lt;code&gt;topo.yaml&lt;\/code&gt;\uff09\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u4efb\u52a1\u59d4\u6d3e\u53ef\u8ffd\u8e2a&lt;\/strong&gt;\u3002\u8c01\u628a\u4efb\u52a1\u4ea4\u7ed9\u8c01\u3001\u8c01\u5728\u7b49\u5f85\u8c01\u3001\u8c01\u56de\u6765\u4e86\u4ec0\u4e48\u7ed3\u679c\uff0c\u90fd\u4e0d\u662f\u9690\u542b\u903b\u8f91\uff0c\u800c\u662f Inspector \u4e0a\u53ef\u76f4\u63a5\u6253\u5f00\u7684\u5bf9\u8c61\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u8fd0\u884c\u884c\u4e3a\u53ef\u590d\u76d8&lt;\/strong&gt;\u3002\u4e8b\u4ef6\u6d41 + \u65e5\u5fd7\u670d\u52a1 + Inspector \u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u56de\u653e\u80fd\u529b\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;h3&gt;9.2 \u4ee3\u4ef7&lt;\/h3&gt;\n&lt;ul&gt;\n&lt;li&gt;&lt;strong&gt;\u914d\u7f6e\u6cbb\u7406\u53d8\u91cd&lt;\/strong&gt;\u3002\u5f53\u7f51\u7edc\u5f62\u6001\u591a\u3001\u89d2\u8272\u7ec6\u65f6\uff0c\u914d\u7f6e\u672c\u8eab\u4f1a\u53d8\u6210\u9700\u8981\u4e13\u95e8\u8bbe\u8ba1\u4e0e\u7ef4\u62a4\u7684\u8d44\u4ea7\uff0c\u5305\u62ec\u547d\u540d\u7ea6\u5b9a\u3001\u7248\u672c\u7ba1\u7406\u3001\u8de8\u914d\u7f6e\u4e00\u81f4\u6027\u6821\u9a8c\u7b49\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u6570\u636e\u5e73\u9762\u4e0d\u53ef\u7701\u7565&lt;\/strong&gt;\u3002\u65e5\u5fd7\u670d\u52a1\u548c\u89c2\u6d4b\u5e73\u9762\u4e0d\u662f\u53ef\u9009\u9644\u4ef6\uff0c\u5b83\u4eec\u662f\u7cfb\u7edf\u4ece\u7b2c\u4e00\u5929\u8d77\u5c31\u5fc5\u987b\u627f\u62c5\u7684\u57fa\u7840\u8bbe\u65bd\u6210\u672c\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u534f\u8c03\u5f00\u9500\u968f\u4e2d\u95f4\u5c42\u589e\u52a0\u800c\u4e0a\u5347&lt;\/strong&gt;\u3002\u4e2d\u95f4\u5c42\u8d8a\u591a\uff0c\u8def\u5f84\u8d8a\u957f\uff0c\u6bcf\u4e00\u6b21\u4efb\u52a1\u59d4\u6d3e\u4e0e\u56de\u6536\u90fd\u4f1a\u7ecf\u8fc7\u66f4\u591a\u7684\u8fb9\u3002\u591aAgent \u4e0d\u4f1a\u81ea\u52a8\u53d8\u9ad8\u6548\u2014\u2014\u62c6\u5f97\u8fc7\u7ec6\uff0c\u65f6\u95f4\u4f1a\u88ab\u8017\u5728\u534f\u8c03\u4e0a\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;h3&gt;9.3 \u9002\u7528\u8fb9\u754c&lt;\/h3&gt;\n&lt;p&gt;\u5224\u65ad\u4e00\u4e2a\u4efb\u52a1\u662f\u5426\u9002\u5408\u7528\u8fd9\u5957\u67b6\u6784\uff0c\u53ef\u4ee5\u53c2\u8003\u4e24\u6761\u7ecf\u9a8c\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;&lt;strong&gt;\u9002\u5408&lt;\/strong&gt;\uff1a\u641c\u7d22\u7a7a\u95f4\u4e0d\u786e\u5b9a\u3001\u8def\u5f84\u7ade\u4e89\u660e\u663e\u3001\u9700\u8981\u4e0d\u540c\u4e13\u5bb6\u5206\u522b\u4e0b\u94bb\u7684\u4efb\u52a1\u3002\u4f8b\u5982\u591a\u5206\u652f\u6e17\u900f\u641c\u7d22\u3001\u8de8\u4e13\u5bb6\u534f\u540c\u5206\u6790\u7b49\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u4e0d\u9002\u5408&lt;\/strong&gt;\uff1a\u903b\u8f91\u8def\u5f84\u77ed\u3001\u51e0\u4e4e\u4e0d\u9700\u8981\u62c6\u5206\u3001\u5355\u4e2a Agent \u4e00\u6b21\u5c31\u80fd\u7a33\u5b9a\u5b8c\u6210\u7684\u4efb\u52a1\u3002\u5f3a\u884c\u62c6\u5206\u53ea\u4f1a\u5f15\u5165\u7eaf\u7cb9\u7684\u534f\u8c03\u5f00\u9500\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;pre&gt;&lt;code class=&quot;language-mermaid&quot;&gt;quadrantChart\n    title &quot;\u591aAgent A2A \u8bbe\u8ba1\u7684\u9002\u7528\u6027&quot;\n    x-axis &quot;\u62c6\u5206\u4ef7\u503c\u4f4e&quot; --&gt; &quot;\u62c6\u5206\u4ef7\u503c\u9ad8&quot;\n    y-axis &quot;\u8def\u5f84\u786e\u5b9a&quot; --&gt; &quot;\u8def\u5f84\u4e0d\u786e\u5b9a&quot;\n    quadrant-1 &quot;\u6700\u9002\u5408&quot;\n    quadrant-2 &quot;\u53ef\u7528\u4f46\u672a\u5fc5\u5fc5\u8981&quot;\n    quadrant-3 &quot;\u5bb9\u6613\u8fc7\u5ea6\u8bbe\u8ba1&quot;\n    quadrant-4 &quot;\u9002\u5408\u8f7b\u91cf\u7f16\u6392&quot;\n    &quot;\u591a\u5206\u652f\u6e17\u900f\u641c\u7d22&quot;: [0.85, 0.85]\n    &quot;\u8de8\u4e13\u5bb6\u534f\u540c\u5206\u6790&quot;: [0.75, 0.72]\n    &quot;\u5355\u76ee\u6807\u6df1\u5ea6\u6267\u884c&quot;: [0.65, 0.45]\n    &quot;\u4e00\u6b21\u6027\u77ed\u95ee\u7b54&quot;: [0.15, 0.15]&lt;\/code&gt;&lt;\/pre&gt;\n&lt;p&gt;\u591aAgent \u4e0d\u662f\u66f4\u9ad8\u7ea7\u7684\u9ed8\u8ba4\u7b54\u6848\u3002\u5b83\u53ea\u662f\u66f4\u9002\u5408&lt;strong&gt;\u4efb\u52a1\u9700\u8981\u88ab\u7ec4\u7ec7\u8d77\u6765&lt;\/strong&gt;\u7684\u90a3\u4e00\u7c7b\u95ee\u9898\u3002&lt;\/p&gt;\n&lt;hr \/&gt;\n&lt;h2&gt;10. \u7ed3\u8bed&lt;\/h2&gt;\n&lt;p&gt;\u56de\u5230\u5f00\u5934\u90a3\u4e2a\u95ee\u9898\uff1a\u591aAgent \u7cfb\u7edf\u771f\u6b63\u96be\u7684\u90e8\u5206\u662f\u4ec0\u4e48\u3002&lt;\/p&gt;\n&lt;p&gt;\u4e0d\u662f&quot;\u591a&quot;\u3002\u662f\u628a&quot;\u591a&quot;\u8f6c\u5316\u6210\u53ef\u88ab\u58f0\u660e\u3001\u53ef\u88ab\u8c03\u5ea6\u3001\u53ef\u88ab\u901a\u8baf\u3001\u53ef\u88ab\u89c2\u6d4b\u7684\u7ed3\u6784\u3002&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;&lt;strong&gt;\u88c5\u914d\u5e73\u9762&lt;\/strong&gt;\u8ba9\u7f51\u7edc\u7ed3\u6784\u8131\u79bb\u5b9e\u73b0\uff0c\u7531\u914d\u7f6e\u627f\u62c5\u5851\u5f62\u804c\u8d23\uff1b&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u63a7\u5236\u5e73\u9762&lt;\/strong&gt;\u8ba9\u4efb\u52a1\u7684\u8fdb\u5165\u4e0e\u6c47\u603b\u6709\u660e\u786e\u5f52\u5c5e\uff1b&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u7f16\u6392\u5e73\u9762&lt;\/strong&gt;\u8ba9\u4e2d\u67a2\u4ee5\u663e\u5f0f\u52a8\u4f5c\u628a\u4efb\u52a1\u5207\u7ec6\u3001\u628a\u7ed3\u679c\u7f1d\u5408\uff1b&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u901a\u8baf\u5e73\u9762&lt;\/strong&gt;\u7528\u56db\u79cd\u8bed\u4e49\u628a\u7236\u5b50\u8fb9\u53d8\u6210\u6709\u534f\u8bae\u7684\u8bed\u4e49\u901a\u9053\uff0c\u5e76\u4ee5&quot;\u4ec5\u7236\u5b50\u53ef\u901a\u8baf&quot;\u4f5c\u4e3a\u4e0d\u53ef\u59a5\u534f\u7684\u7269\u7406\u7ea6\u675f\uff1b&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u89c2\u6d4b\u5e73\u9762&lt;\/strong&gt;\u628a\u5206\u5e03\u5f0f\u8fd0\u884c\u6001\u7ffb\u8bd1\u6210\u53ef\u8bfb\u3001\u53ef\u56de\u653e\u3001\u53ef\u4e0b\u94bb\u7684\u5bf9\u8c61\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u4e00\u53e5\u8bdd\u538b\u7f29\u8fd9\u5957\u8bbe\u8ba1\uff1a&lt;\/p&gt;\n&lt;blockquote&gt;\n&lt;p&gt;&lt;strong&gt;\u4ee3\u7801\u8d1f\u8d23\u5f15\u64ce\uff0c\u914d\u7f6e\u8d1f\u8d23\u7ec4\u7ec7\uff0c\u8fd0\u884c\u65f6\u524d\u7aef\u8d1f\u8d23\u628a\u9ed1\u76d2\u91cd\u65b0\u53d8\u6210\u53ef\u89e3\u91ca\u7cfb\u7edf\u3002&lt;\/strong&gt;&lt;\/p&gt;\n&lt;\/blockquote&gt;\n&lt;p&gt;\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u591aAgent \u624d\u771f\u6b63\u5f00\u59cb\u53d8\u6210\u4e00\u4e2a\u7cfb\u7edf\uff1b\u505a\u4e0d\u5230\uff0c\u5b83\u5c31\u53ea\u662f\u628a\u85cf\u5728\u4e00\u4e2a\u5927 Prompt \u91cc\u7684\u6df7\u4e71\uff0c\u62c6\u6210\u4e86\u82e5\u5e72\u4e2a\u4e92\u76f8\u4e0d\u53ef\u89c1\u7684\u5c0f\u9ed1\u76d2\u3002&lt;\/p&gt;\n&lt;p&gt;\u8fd9\u662f\u4e00\u9053\u5206\u6c34\u5cad\u3002&lt;\/p&gt;\n<\/div><div class=\"gfmr-markdown-rendered\"><h2><span class=\"ez-toc-section\" id=\"1_%E5%A4%9AAgent_%E7%B3%BB%E7%BB%9F%E7%9A%84%E7%9C%9F%E6%AD%A3%E9%9A%BE%E7%82%B9%E4%B8%8D%E5%9C%A8%22%E5%A4%9A%22\"><\/span>1. \u591aAgent \u7cfb\u7edf\u7684\u771f\u6b63\u96be\u70b9\u4e0d\u5728&quot;\u591a&quot;<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8c08\u591aAgent\uff0c\u5bb9\u6613\u4f1a\u628a\u7126\u70b9\u653e\u5728&quot;\u591a&quot;\u3002Agent \u6570\u91cf\u66f4\u591a\u3001\u89d2\u8272\u66f4\u7ec6\uff0c\u4f3c\u4e4e\u7cfb\u7edf\u5c31\u4f1a\u81ea\u7136\u53d8\u5f3a\u3002<br \/>\n\u628a\u7cfb\u7edf\u771f\u6b63\u8dd1\u8d77\u6765\u4e4b\u540e\uff0c\u74f6\u9888\u5f88\u5c11\u51fa\u73b0\u5728&quot;\u591a&quot;\u3002<\/p>\n<p>\u66f4\u96be\u5904\u7406\u7684\u662f\u53e6\u5916\u51e0\u4ef6\u4e8b\uff1a<\/p>\n<ul>\n<li>\u89d2\u8272\u600e\u4e48\u4ece\u914d\u7f6e\u4e2d<strong>\u88c5\u914d<\/strong>\u51fa\u6765\uff1b<\/li>\n<li>\u4efb\u52a1\u4ece\u5165\u53e3\u8fdb\u6765\u540e\uff0c\u7531\u8c01\u8d1f\u8d23<strong>\u62c6\u89e3\u3001\u51b3\u7b56\u4e0e\u6700\u7ec8\u6c47\u603b<\/strong>\uff08\u63a7\u5236\uff09\uff1b<\/li>\n<li>\u4e2d\u67a2\u600e\u4e48\u628a\u4efb\u52a1<strong>\u5206\u53d1\u4e0b\u53bb\u3001\u628a\u7ed3\u679c\u7f1d\u5408\u4e0a\u6765<\/strong>\uff08\u7f16\u6392\uff09\uff1b<\/li>\n<li>\u8282\u70b9\u4e4b\u95f4\u5230\u5e95<strong>\u4ea4\u6362\u4e86\u4ec0\u4e48<\/strong>\uff0c\u53c8\u5728\u4ec0\u4e48\u8fb9\u754c\u4e0a\u4ea4\u6362\uff08\u901a\u8baf\uff09\uff1b<\/li>\n<li>\u8fd9\u4e00\u5207\u8fd0\u884c\u8d77\u6765\u4e4b\u540e\uff0c\u5982\u4f55\u88ab<strong>\u8fd8\u539f\u6210\u53ef\u8bfb\u7684\u8fc7\u7a0b<\/strong>\uff08\u89c2\u6d4b\uff09\u3002<\/li>\n<\/ul>\n<p>\u5982\u679c\u8fd9\u4e94\u4ef6\u4e8b\u6ca1\u6709\u88ab\u7ec4\u7ec7\u6210\u663e\u5f0f\u673a\u5236\uff0c\u591aAgent \u5f88\u5bb9\u6613\u9000\u5316\u6210\u53e6\u4e00\u79cd\u5f62\u6001\u7684\u5355\u4f53\u7a0b\u5e8f\u2014\u2014\u53ea\u662f\u628a\u85cf\u5728\u4e00\u4e2a\u5927 Prompt \u91cc\u7684\u6df7\u4e71\uff0c\u62c6\u6210\u4e86\u82e5\u5e72\u4e2a\u4e92\u76f8\u4e0d\u53ef\u89c1\u7684\u5c0f\u9ed1\u76d2\u3002<\/p>\n<p>\u4e0b\u6587\u4e0d\u518d\u8ba8\u8bba&quot;\u591aAgent \u662f\u4e0d\u662f\u6709\u524d\u666f&quot;\uff0c\u800c\u662f\u501f\u4e00\u4e2a\u5df2\u7ecf\u5728\u7ebf\u8fd0\u884c\u7684 A2A \u7cfb\u7edf\uff0c\u628a\u4e0a\u8ff0\u4e94\u4ef6\u4e8b\u62c6\u5f00\u8bb2\u6e05\u695a\u3002<\/p>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"2_%E5%85%88%E7%9C%8B%E4%B8%A4%E6%A3%B5%E7%9C%9F%E5%AE%9E%E8%BF%90%E8%A1%8C%E8%BF%87%E7%9A%84%E4%BB%BB%E5%8A%A1%E6%A0%91\"><\/span>2. \u5148\u770b\u4e24\u68f5\u771f\u5b9e\u8fd0\u884c\u8fc7\u7684\u4efb\u52a1\u6811<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"21_%E8%B0%83%E5%BA%A6%E8%87%AA%E6%A3%80%EF%BC%9A%E5%B1%82%E7%BA%A7%E5%A7%94%E6%B4%BE%E4%B8%8E%E7%88%B6%E5%AD%90%E9%80%9A%E8%AE%AF\"><\/span>2.1 \u8c03\u5ea6\u81ea\u68c0\uff1a\u5c42\u7ea7\u59d4\u6d3e\u4e0e\u7236\u5b50\u901a\u8baf<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8fd9\u662f\u4e00\u4e2a\u7528\u6765\u81ea\u68c0 A2A \u6846\u67b6\u672c\u8eab\u7684\u4efb\u52a1\u3002\u4ece\u4e00\u4e2a client Agent \u51fa\u53d1\uff0c\u5411\u4e0b\u6279\u91cf\u59d4\u6d3e\u5b50\u4efb\u52a1\uff0c\u9a8c\u8bc1\u7236\u5b50\u4e4b\u95f4\u7684\u901a\u8baf\u534f\u8bae\u3001\u5b50\u4efb\u52a1\u7684\u5e76\u53d1\u8c03\u5ea6\u3001\u4ee5\u53ca\u6700\u7ec8\u7ed3\u679c\u56de\u6536\u7684\u5168\u6d41\u7a0b\u3002<\/p>\n<p><a href=\"http:\/\/weizn.net:5174\/?log_server_url=http%3A%2F%2Fpentest.logserver.zhiduoduo.ai%3A9030&amp;client_agent_name=d5f6931d\">ttp:\/\/weizn.net:5174\/?log_server_url=http%3A%2F%2Fpentest.logserver.zhiduoduo.ai%3A9030&amp;client_agent_name=d5f6931d<\/a><\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/oss-en.zhiduoduo.ai:8080\/4d211bec.png\"><\/p>\n<p>10 \u4e2a\u8282\u70b9 9 \u6761\u8fb9\u3002\u8fd9\u68f5\u6811\u7684\u5173\u952e\u4e0d\u662f\u8282\u70b9\u6570\uff0c\u800c\u662f<strong>\u5b58\u5728\u663e\u5f0f\u7684\u4e2d\u95f4\u5c42<\/strong>\uff1a\u4e00\u4e2a Client \u6839\u8282\u70b9 \u2192 \u4e09\u4e2a\u4e2d\u67a2 Server \u2192 \u591a\u4e2a\u4e0b\u6e38 Skill\u3002Client \u4e0d\u76f4\u63a5\u9762\u5bf9\u53f6\u5b50\u80fd\u529b\uff0c\u800c\u662f\u5148\u628a\u4efb\u52a1\u4ea4\u7ed9\u4e2d\u67a2\uff0c\u518d\u7531\u4e2d\u67a2\u7ee7\u7eed\u5411\u4e0b\u5206\u53d1\u3002<\/p>\n<p>\u6bcf\u6761\u7236\u5b50\u8fb9\u4e0a\u90fd\u5e26\u6709\u901a\u8baf\u8ba1\u6570\uff08<code>notify<\/code>\u3001<code>msg<\/code>\u3001<code>ask<\/code>\u3001<code>query<\/code>\uff09\uff0c\u610f\u5473\u7740\u8fd9\u68f5\u6811\u5728\u8fd0\u884c\u4e2d\u6301\u7eed\u4ea7\u751f\u7236\u5b50\u4ea4\u4e92\u3002\u5b83\u975e\u5e38\u9002\u5408\u7528\u6765\u89c2\u5bdf&quot;\u534f\u8bae\u4e30\u5bcc\u7684\u5c42\u7ea7\u59d4\u6d3e&quot;\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"22_%E7%9C%9F%E5%AE%9E%E6%B8%97%E9%80%8F%EF%BC%9A%E6%89%87%E5%87%BA%E6%90%9C%E7%B4%A2%E4%B8%8E%E5%88%86%E6%94%AF%E6%94%B6%E6%95%9B\"><\/span>2.2 \u771f\u5b9e\u6e17\u900f\uff1a\u6247\u51fa\u641c\u7d22\u4e0e\u5206\u652f\u6536\u655b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8fd9\u662f\u4e00\u6b21\u5b9e\u6218\u6e17\u900f\uff0c\u5b83\u7684\u76ee\u6807\u662f\u641e\u5b9a\u4e00\u53f0 Ubuntu 14.04 \u7684\u9776\u673a(<code>192.168.10.x<\/code>),\u62ff\u5230 root,\u7559\u4e0b C2\u3002\u5b83\u5b58\u5728\u7684\u610f\u4e49\u662f\u628a&quot;\u591a Agent&quot;\u8fd9\u4ef6\u4e8b\u771f\u7684\u62ff\u6765\u89e3\u51b3\u4e00\u4e2a\u5177\u4f53\u4e1a\u52a1\u95ee\u9898\u3002<\/p>\n<p><a href=\"http:\/\/weizn.net:5174\/?log_server_url=http%3A%2F%2Fpentest.logserver.zhiduoduo.ai%3A9030%2F&amp;client_agent_name=2f07b516\">http:\/\/weizn.net:5174\/?log_server_url=http%3A%2F%2Fpentest.logserver.zhiduoduo.ai%3A9030%2F&amp;client_agent_name=2f07b516<\/a><\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/oss-en.zhiduoduo.ai:8080\/d6bb2071.png\"><\/p>\n<p>\u8fd9\u6b21\u7684\u5f62\u72b6\u4e0d\u518d\u662f\u4e00\u68f5\u89c4\u6574\u7684\u4e8c\u53c9\u6811\uff0c\u800c\u662f\u4e00\u4e2a\u660e\u663e\u7684<strong>\u6f0f\u6597<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u9876\u7aef\u7684 client<\/strong>\uff08\u84dd\u8272\uff0c4 \u6b21\u601d\u8003\u30015 \u6b21\u5de5\u5177\u8c03\u7528\u30010 \u6b21 A2A \u901a\u4fe1\uff09\u53ea\u505a\u4e86\u4e00\u4ef6\u4e8b\u2014\u2014\u628a&quot;\u6e17\u900f 192.168.10.3 \u62ff\u5230 root&quot;\u8fd9\u6761\u76ee\u6807\uff0c\u6574\u4f53\u6253\u5305\u7529\u7ed9\u4e86\u4e0b\u4e00\u5c42\uff1b<\/li>\n<li><strong>\u4e2d\u6bb5\u662f\u4e00\u4e2a server \u8282\u70b9<\/strong>\uff08\u7eff\u8272\uff09\uff0c\u5185\u90e8\u58f0\u660e\u53eb&quot;\u5355\u70b9\u76ee\u6807\u4fa6\u5bdf\u4e0e\u653b\u51fb\u5206\u53d1\u4e2d\u67a2&quot;\u3002\u5b83\u5728\u8fd9\u6b21\u4efb\u52a1\u91cc\u4ea7\u751f\u4e86 20 \u6b21\u601d\u8003\u300147 \u6b21\u5de5\u5177\u8c03\u7528\u30012 \u6b21 A2A \u901a\u4fe1\u3002\u5b83\u7684\u672c\u804c\u5de5\u4f5c\u662f\u2014\u2014\u4eb2\u81ea\u505a\u7aef\u53e3\u626b\u63cf\u548c\u670d\u52a1\u6d4b\u7ed8\uff0c\u7136\u540e\u57fa\u4e8e\u626b\u63cf\u7ed3\u679c\u5411\u4e0b\u5206\u53d1\uff1b<\/li>\n<li><strong>\u5e95\u5c42\u662f\u56db\u4e2a\u5e76\u53d1\u7684 skill \u8282\u70b9<\/strong>\uff08\u7d2b\u8272\uff09\uff0c\u90fd\u662f&quot;\u5177\u4f53\u7aef\u53e3 + \u5177\u4f53\u670d\u52a1\u7248\u672c&quot;\u7c92\u5ea6\u7684\u653b\u575a\u4efb\u52a1\uff1a\n<ul>\n<li><code>CVE-22 \u00b7 OpenSSH 6.6.1p1 SFTP RCE \u5229\u7528<\/code><\/li>\n<li><code>CVE-445 \u00b7 Samba 4.3.11 SMB \u6f0f\u6d1e\u5229\u7528<\/code><\/li>\n<li><code>Web-80 \u00b7 Apache 2.4.7 Web \u901a\u7528\u6f0f\u6d1e\u6316\u6398<\/code><\/li>\n<li><code>CVE-21 \u00b7 ProFTPD 1.3.5 FTP \u6f0f\u6d1e\u5229\u7528<\/code><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u628a\u56fe\u653e\u5927\u4e00\u70b9\uff0c\u4f1a\u6ce8\u610f\u5230\u5e95\u5c42\u56db\u4e2a\u8282\u70b9\u7684\u72b6\u6001\u5e76\u4e0d\u4e00\u81f4\uff1a<\/p>\n<ul>\n<li>CVE-22 \u548c CVE-445 \u662f<strong>\u7eff\u8272\u7684 done<\/strong><\/li>\n<li>Web-80 \u548c CVE-21 \u662f<strong>\u7070\u8272\u7684 canceled<\/strong><\/li>\n<\/ul>\n<p>\u8fd9\u6b63\u662f\u8fd9\u5957\u7cfb\u7edf\u91cc\u975e\u5e38\u5173\u952e\u3001\u4f46\u4e5f\u5bb9\u6613\u88ab\u9519\u8fc7\u7684\u4e00\u6761\u89c4\u5219\uff1a<strong>&quot;\u4e00\u51fb\u81f4\u547d\u4e0e\u7194\u65ad&quot;<\/strong>\u3002\u7b80\u5355\u8bf4\u4e00\u904d\u5b83\u7684\u5de5\u4f5c\u65b9\u5f0f\uff1a\u5f53\u4efb\u610f\u4e00\u4e2a skill \u5df2\u7ecf\u7a33\u5b9a\u62ff\u5230\u76ee\u6807\u4e3b\u673a\u7684\u6700\u9ad8\u63a7\u5236\u6743\uff08\u6bd4\u5982 root\/system\uff0c\u6216\u4e00\u4e2a\u7a33\u5b9a\u7684\u8fdc\u7a0b\u4f1a\u8bdd\uff09\uff0c\u5b83\u7684&quot;\u5144\u5f1f&quot;\u4efb\u52a1\u4f1a\u88ab\u7acb\u523b\u505c\u6389\uff0c\u4e0d\u518d\u6d88\u8017\u7b97\u529b\uff0c\u4e5f\u4e0d\u518d\u4ea7\u751f\u566a\u58f0\u6d41\u91cf\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"23_%E5%90%8C%E4%B8%80%E5%A5%97%E5%BC%95%E6%93%8E%EF%BC%8C%E4%B8%A4%E7%A7%8D%E8%BF%90%E8%A1%8C%E6%A8%A1%E5%BC%8F\"><\/span>2.3 \u540c\u4e00\u5957\u5f15\u64ce\uff0c\u4e24\u79cd\u8fd0\u884c\u6a21\u5f0f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u628a\u4e24\u68f5\u6811\u5e76\u5217\u5bf9\u6bd4\uff1a<\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/oss-en.zhiduoduo.ai:8080\/686b8c6a.png\"><\/p>\n<ul>\n<li>\u5de6\u4fa7 <strong>Hierarchical Delegation<\/strong>\uff08\u5c42\u7ea7\u59d4\u6d3e\uff09\uff1a\u4ea4\u4e92\u7a20\u5bc6\uff0c\u5b50\u8282\u70b9\u53cd\u590d\u4e0e\u4e0a\u6e38\u5bf9\u9f50\uff1b<\/li>\n<li>\u53f3\u4fa7 <strong>Fan-out &amp; Circuit-Breaker<\/strong>\uff08\u6247\u51fa\u4e0e\u7194\u65ad\uff09\uff1a\u4ea4\u4e92\u7a00\u758f\uff0c\u7236\u8282\u70b9\u628a\u4efb\u52a1\u6d3e\u4e0b\u53bb\u540e\u7b49\u5f85\u7ed3\u679c\uff0c\u5148\u8fbe\u6210\u76ee\u6807\u7684\u5206\u652f\u4f1a\u4fc3\u4f7f\u7236\u8282\u70b9\u53d6\u6d88\u5176\u4ed6\u5144\u5f1f\u5206\u652f\u3002<\/li>\n<\/ul>\n<p>\u4e24\u79cd\u5f62\u6001\u5171\u7528\u540c\u4e00\u5957\u914d\u7f6e\u6846\u67b6\uff0c\u8fd0\u884c\u65f6\u957f\u51fa\u622a\u7136\u4e0d\u540c\u7684\u62d3\u6251\u3002<strong>\u8fd9\u610f\u5473\u7740\u62d3\u6251\u5f62\u6001\u4e0d\u662f\u5199\u6b7b\u5728\u4ee3\u7801\u91cc\u7684\uff0c\u800c\u662f\u5728\u88c5\u914d\u9636\u6bb5\u88ab\u58f0\u660e\u51fa\u6765\u3001\u518d\u5728\u8fd0\u884c\u65f6\u88ab\u5f15\u64ce\u5b9e\u4f8b\u5316\u3002<\/strong><\/p>\n<p>\u9700\u8981\u5728\u8fd9\u91cc\u5c31\u9501\u5b9a\u4e00\u6761\u8d2f\u7a7f\u5168\u6587\u7684\u7269\u7406\u7ea6\u675f\uff1a<strong>A2A \u7f51\u7edc\u4e2d\u901a\u8baf\u53ea\u53d1\u751f\u5728\u7236\u5b50\u8282\u70b9\u4e4b\u95f4\uff0c\u5144\u5f1f\u4e4b\u95f4\u4e0d\u5b58\u5728\u76f4\u63a5\u901a\u8baf\u901a\u9053<\/strong>\u3002\u53f3\u56fe\u4e2d&quot;\u5148\u8fbe\u6210\u76ee\u6807\u7684\u5144\u5f1f\u5206\u652f\u53d6\u6d88\u5176\u4ed6\u5206\u652f&quot;\u8fd9\u4e00\u73b0\u8c61\uff0c\u5e76\u4e0d\u662f\u5144\u5f1f\u4e4b\u95f4\u4e92\u76f8\u901a\u8baf\u7684\u7ed3\u679c\u2014\u2014\u7194\u65ad\u6307\u4ee4\u59cb\u7ec8\u7531\u7236\u8282\u70b9\uff08\u4e2d\u67a2\uff09\u53d1\u51fa\u3002\u8fd9\u6761\u7ea6\u675f\u4f1a\u5728\u7b2c 6 \u7ae0\u8be6\u7ec6\u5c55\u5f00\u3002<\/p>\n<p>\u81f3\u6b64\uff0c\u5df2\u7ecf\u6709\u4e86\u8db3\u591f\u7684\u5177\u8c61\u753b\u9762\u3002\u4e0b\u9762\u628a\u8fd9\u5957\u7cfb\u7edf\u62c6\u6210\u4e94\u4e2a\u4e92\u76f8\u6b63\u4ea4\u7684\u8bbe\u8ba1\u5e73\u9762\u3002<\/p>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"3_%E4%BD%93%E7%B3%BB%E5%8C%96%E8%A7%86%E8%A7%92%EF%BC%9AA2A_%E7%B3%BB%E7%BB%9F%E7%9A%84%E4%BA%94%E4%B8%AA%E8%AE%BE%E8%AE%A1%E5%B9%B3%E9%9D%A2\"><\/span>3. \u4f53\u7cfb\u5316\u89c6\u89d2\uff1aA2A \u7cfb\u7edf\u7684\u4e94\u4e2a\u8bbe\u8ba1\u5e73\u9762<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8df3\u8fc7\u5806\u53e0\u5f0f\u7684\u672f\u8bed\u89e3\u91ca\uff0c\u76f4\u63a5\u7ed9\u51fa\u5168\u6587\u6700\u91cd\u8981\u7684\u4e00\u5f20\u6982\u89c8\u56fe\uff1a<\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/oss-en.zhiduoduo.ai:8080\/8b8ca754.png\"><\/p>\n<p>\u4e94\u4e2a\u5e73\u9762\u5206\u522b\u5bf9\u5e94\u4e00\u4e2a\u72ec\u7acb\u7684\u5de5\u7a0b\u95ee\u9898\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5e73\u9762<\/th>\n<th>\u5173\u6ce8\u7684\u95ee\u9898<\/th>\n<th>\u4e3b\u8981\u8f7d\u4f53<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u88c5\u914d\u5e73\u9762\uff08Assembly\uff09<\/strong><\/td>\n<td>\u89d2\u8272\u600e\u4e48\u4ece\u914d\u7f6e\u4e2d\u88ab\u88c5\u51fa\u6765<\/td>\n<td>YAML \u914d\u7f6e + \u76ee\u5f55\u7ec4\u7ec7<\/td>\n<\/tr>\n<tr>\n<td><strong>\u63a7\u5236\u5e73\u9762\uff08Control\uff09<\/strong><\/td>\n<td>\u4efb\u52a1\u4ece\u54ea\u91cc\u8fdb\u5165\u3001\u7531\u8c01\u62c6\u89e3\u3001\u6700\u7ec8\u5982\u4f55\u6c47\u603b<\/td>\n<td>Client Agent<\/td>\n<\/tr>\n<tr>\n<td><strong>\u7f16\u6392\u5e73\u9762\uff08Orchestration\uff09<\/strong><\/td>\n<td>\u4e2d\u67a2\u600e\u4e48\u628a\u4efb\u52a1\u5206\u53d1\u4e0b\u53bb\u3001\u628a\u7ed3\u679c\u7f1d\u5408\u4e0a\u6765<\/td>\n<td>Server Agent\uff08\u4e2d\u67a2\uff09<\/td>\n<\/tr>\n<tr>\n<td><strong>\u901a\u8baf\u5e73\u9762\uff08Communication\uff09<\/strong><\/td>\n<td>\u7236\u5b50\u8282\u70b9\u4e4b\u95f4\u4ea4\u6362\u4ec0\u4e48\u8bed\u4e49\u7684\u6d88\u606f<\/td>\n<td>\u7236\u5b50\u8fb9\u4e0a\u7684\u534f\u8bae\u901a\u9053<\/td>\n<\/tr>\n<tr>\n<td><strong>\u89c2\u6d4b\u5e73\u9762\uff08Observability\uff09<\/strong><\/td>\n<td>\u7cfb\u7edf\u600e\u4e48\u628a\u8fd0\u884c\u6001\u8fd8\u539f\u6210\u62d3\u6251\u3001\u8fc7\u7a0b\u4e0e\u62a5\u544a<\/td>\n<td>\u65e5\u5fd7\u670d\u52a1 + Runtime Inspector<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e94\u4e2a\u5e73\u9762\u4e4b\u95f4\u7684\u5173\u7cfb\u53ef\u4ee5\u8fd9\u6837\u7406\u89e3\uff1a<strong>\u88c5\u914d\u5b9a\u4e49\u4e86\u7f51\u7edc\u7684\u5f62\u72b6\uff0c\u63a7\u5236\u548c\u7f16\u6392\u8ba9\u4efb\u52a1\u5728\u5f62\u72b6\u91cc\u7a7f\u884c\uff0c\u901a\u8baf\u89c4\u5b9a\u4e86\u8282\u70b9\u4ea4\u6362\u7684\u534f\u8bae\u8bed\u4e49\uff0c\u89c2\u6d4b\u628a\u8fd9\u4e00\u5207\u91cd\u65b0\u7ffb\u8bd1\u6210\u53ef\u8bfb\u7684\u5bf9\u8c61<\/strong>\u3002\u4efb\u4f55\u4e00\u4e2a\u5e73\u9762\u9000\u5316\uff0c\u5269\u4e0b\u56db\u4e2a\u90fd\u4f1a\u5931\u53bb\u652f\u70b9\u3002<\/p>\n<p>\u4e0b\u9762\u5206\u522b\u5c55\u5f00\u3002<\/p>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"4_%E8%A3%85%E9%85%8D%E5%B9%B3%E9%9D%A2%EF%BC%9A%E7%94%A8%E9%85%8D%E7%BD%AE%E6%8A%8A%E7%BD%91%E7%BB%9C%E5%A3%B0%E6%98%8E%E5%87%BA%E6%9D%A5\"><\/span>4. \u88c5\u914d\u5e73\u9762\uff1a\u7528\u914d\u7f6e\u628a\u7f51\u7edc\u58f0\u660e\u51fa\u6765<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u591aAgent \u7cfb\u7edf\u5728\u5de5\u7a0b\u4e0a\u6700\u5bb9\u6613\u584c\u6389\u7684\u5730\u65b9\uff0c\u662f\u628a&quot;\u7f51\u7edc\u7ed3\u6784&quot;\u548c&quot;\u89d2\u8272\u80fd\u529b&quot;\u786c\u7f16\u7801\u8fdb\u4ee3\u7801\u3002\u4e00\u65e6\u5982\u6b64\uff0c\u6bcf\u6b21\u6269\u5f20\u62d3\u6251\u90fd\u8981\u6539\u5b9e\u73b0\u3001\u5199\u5206\u652f\u3001\u8fc7\u6d4b\u8bd5\uff0c\u7cfb\u7edf\u4f1a\u5feb\u901f\u53d8\u91cd\u3002<\/p>\n<p>A2A \u9009\u62e9\u4e86\u76f8\u53cd\u7684\u8def\u5f84\uff1a<strong>\u8ba9\u4ee3\u7801\u53ea\u627f\u62c5\u5f15\u64ce\u804c\u8d23\uff0c\u8ba9\u914d\u7f6e\u627f\u62c5\u7f51\u7edc\u5851\u5f62\u804c\u8d23<\/strong>\u3002\u6574\u4e2a\u7f51\u7edc\u957f\u4ec0\u4e48\u6837\u3001\u6bcf\u4e2a\u8282\u70b9\u662f\u8c01\u3001\u5f7c\u6b64\u600e\u4e48\u8fde\uff0c\u90fd\u901a\u8fc7 YAML \u58f0\u660e\u51fa\u6765\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"41_%E4%B8%80%E4%B8%AA%E7%9B%AE%E5%BD%95%EF%BC%8C%E5%B0%B1%E6%98%AF%E4%B8%80%E5%BC%A0%E7%BB%84%E7%BB%87%E5%9B%BE\"><\/span>4.1 \u4e00\u4e2a\u76ee\u5f55\uff0c\u5c31\u662f\u4e00\u5f20\u7ec4\u7ec7\u56fe<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u76f4\u63a5\u770b\u771f\u5b9e\u8fd0\u884c\u7684 A2A \u914d\u7f6e\u76ee\u5f55\u7ed3\u6784\uff1a<\/p>\n<pre><code class=\"language-text\">a2a_conf\/\n\u251c\u2500\u2500 client\/                                # \u2460 \u5165\u53e3\u8282\u70b9\uff08Client Agent\uff09\n\u2502   \u251c\u2500\u2500 client.yaml                        #   - Client \u81ea\u8eab\u89d2\u8272\u5b9a\u4e49\n\u2502   \u2514\u2500\u2500 topo.yaml                          #   - \u5165\u53e3\u53ef\u89c1\u7684\u7f51\u7edc\u62d3\u6251\u58f0\u660e\n\u2502\n\u251c\u2500\u2500 server_misc\/                           # \u2461 \u4e2d\u67a2\u8282\u70b9\uff08\u6742\u9879\u4e13\u5bb6\u4e2d\u67a2\uff09\n\u2502   \u251c\u2500\u2500 misc.yaml                          #   - \u4e2d\u67a2\u81ea\u8eab\u89d2\u8272\u4e0e\u6302\u8f7d\u6280\u80fd\n\u2502   \u2514\u2500\u2500 topo.yaml                          #   - \u8be5\u4e2d\u67a2\u7684\u5bf9\u5916\u8eab\u4efd\u4e0e\u76d1\u542c\n\u2502\n\u251c\u2500\u2500 server_pentest_single_target\/          # \u2462 \u4e2d\u67a2\u8282\u70b9\uff08\u5355\u70b9\u6e17\u900f\u4e2d\u67a2\uff09\n\u2502   \u251c\u2500\u2500 server.yaml                        #   - \u4e2d\u67a2\u81ea\u8eab\u89d2\u8272\uff08\u5355\u76ee\u6807\u6e17\u900f\uff09\n\u2502   \u251c\u2500\u2500 server_pivot.yaml                  #   - \u4e2d\u67a2\u81ea\u8eab\u89d2\u8272\uff08\u8de8\u7f51\u6bb5\u8df3\u677f\uff09\n\u2502   \u251c\u2500\u2500 topo.yaml                          #   - \u5355\u76ee\u6807\u6e17\u900f\u4e2d\u67a2\u7684\u5bf9\u5916\u8eab\u4efd\n\u2502   \u251c\u2500\u2500 topo_pivot.yaml                    #   - \u8de8\u7f51\u6bb5\u8df3\u677f\u4e2d\u67a2\u7684\u5bf9\u5916\u8eab\u4efd\n\u2502   \u251c\u2500\u2500 cve-vuln-exploitation.yaml         #   - \u6280\u80fd\uff1aCVE\/\u670d\u52a1\u6f0f\u6d1e\u653b\u575a\n\u2502   \u251c\u2500\u2500 web-common-vuln.yaml               #   - \u6280\u80fd\uff1aWeb \u901a\u7528\u6f0f\u6d1e\n\u2502   \u251c\u2500\u2500 web-business-logic.yaml            #   - \u6280\u80fd\uff1aWeb \u4e1a\u52a1\u903b\u8f91\u6e17\u900f\n\u2502   \u2514\u2500\u2500 auth-brute-force.yaml              #   - \u6280\u80fd\uff1a\u8ba4\u8bc1\u7206\u7834\n\u2502\n\u2514\u2500\u2500 symbol_resolver_server.py              # \u2463 \u914d\u7f6e\u53d8\u91cf\u89e3\u6790\u670d\u52a1\uff08\u8fd0\u884c\u65f6\u6ce8\u5165\uff09<\/code><\/pre>\n<p>\u8fd9\u4e2a\u76ee\u5f55\u5e03\u5c40\u6709\u4e09\u4e2a\u503c\u5f97\u6ce8\u610f\u7684\u8bbe\u8ba1\u9009\u62e9\uff1a<\/p>\n<ol>\n<li><strong>\u4e00\u4e2a\u76ee\u5f55 = \u4e00\u4e2a Agent \u7fa4\u7ec4<\/strong>\u3002Client \u662f\u4e00\u7ec4\u3001\u6bcf\u4e2a\u4e2d\u67a2\u662f\u4e00\u7ec4\uff0c\u76ee\u5f55\u8fb9\u754c\u5bf9\u9f50\u4e86\u8fd0\u884c\u65f6\u7684\u8fdb\u7a0b\u8fb9\u754c\u3002\u8fd9\u8ba9&quot;\u6269\u4e00\u4e2a\u65b0\u4e2d\u67a2&quot;\u7b49\u4ef7\u4e8e&quot;\u590d\u5236\u4e00\u4e2a\u76ee\u5f55\u3001\u6539\u51e0\u884c\u914d\u7f6e&quot;\u3002<\/li>\n<li><strong>\u89d2\u8272\u5b9a\u4e49\u4e0e\u62d3\u6251\u58f0\u660e\u5206\u79bb<\/strong>\u3002\u6bcf\u4e2a\u76ee\u5f55\u91cc\u90fd\u6709\u4e24\u7c7b\u6587\u4ef6\uff1a\u4e1a\u52a1\u6587\u4ef6\uff08\u5982 <code>client.yaml<\/code> \/ <code>server.yaml<\/code> \/ \u6280\u80fd yaml\uff09\u63cf\u8ff0&quot;\u8fd9\u4e2a Agent \u662f\u8c01\u3001\u505a\u4ec0\u4e48&quot;\uff1b<code>topo.yaml<\/code> \u5355\u72ec\u63cf\u8ff0&quot;\u8fd9\u4e2a Agent \u5728 A2A \u7f51\u7edc\u4e2d\u7684\u5bf9\u5916\u8eab\u4efd\u3001\u76d1\u542c\u5730\u5740\u4e0e\u53ef\u89c1\u62d3\u6251&quot;\u3002\u8fd9\u610f\u5473\u7740\u540c\u4e00\u4e2a\u89d2\u8272\u5b9a\u4e49\u53ef\u4ee5\u6302\u5728\u4e0d\u540c\u7684\u62d3\u6251\u91cc\u590d\u7528\u3002<\/li>\n<li><strong>\u540c\u4e00\u4e2d\u67a2\u53ef\u58f0\u660e\u591a\u5957\u62d3\u6251\u53d8\u4f53<\/strong>\u3002\u6ce8\u610f <code>server_pentest_single_target<\/code> \u4e0b\u540c\u65f6\u5b58\u5728 <code>server.yaml\/topo.yaml<\/code> \u4e0e <code>server_pivot.yaml\/topo_pivot.yaml<\/code> \u4e24\u5957\u2014\u2014\u524d\u8005\u7528\u4e8e\u5355\u76ee\u6807\u6df1\u5165\u6e17\u900f\u3001\u540e\u8005\u7528\u4e8e\u8de8\u7f51\u6bb5\u8df3\u677f\u3002<strong>\u6362\u4e00\u79cd\u4efb\u52a1\u5f62\u6001\uff0c\u672c\u8d28\u4e0a\u53ea\u662f\u6362\u4e00\u4efd topo \u58f0\u660e\uff0c\u5f15\u64ce\u5b8c\u5168\u4e0d\u52a8\u3002<\/strong><\/li>\n<\/ol>\n<p><code>symbol_resolver_server.py<\/code> \u662f\u4e00\u4e2a\u914d\u5957\u7684\u53d8\u91cf\u89e3\u6790\u670d\u52a1\uff0c\u4e13\u95e8\u89e3\u6790 yaml \u4e2d\u5f62\u5982 <code class=\"kb-btn\">$SYMBOL:api_key<\/code> \u7684\u5360\u4f4d\u7b26\uff0c\u8ba9&quot;\u5bc6\u94a5\/\u6a21\u578b\/\u8bed\u8a00&quot;\u7b49\u73af\u5883\u654f\u611f\u5b57\u6bb5\u4ece\u914d\u7f6e\u5916\u90e8\u6ce8\u5165\u3002\u8fd9\u6837\u914d\u7f6e\u6587\u4ef6\u672c\u8eab\u53ef\u4ee5\u8131\u654f\u5165\u5e93\uff0c\u654f\u611f\u5b57\u6bb5\u5728\u8fd0\u884c\u65f6\u7ed1\u5b9a\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\u6309\u5165\u53e3 \u2192 \u4e2d\u67a2 \u2192 \u6280\u80fd\u7684\u987a\u5e8f\uff0c\u770b\u8fd9\u4e09\u5c42 YAML \u5982\u4f55\u5206\u522b\u58f0\u660e\u5404\u81ea\u7684\u804c\u8d23\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"42_%E5%85%A5%E5%8F%A3%E5%B1%82%EF%BC%9A%E5%A3%B0%E6%98%8E%E4%B8%8A%E5%B1%82%E8%83%BD%E7%9C%8B%E8%A7%81%E7%9A%84%E7%BD%91%E7%BB%9C\"><\/span>4.2 \u5165\u53e3\u5c42\uff1a\u58f0\u660e\u4e0a\u5c42\u80fd\u770b\u89c1\u7684\u7f51\u7edc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5165\u53e3\u7684 <code>topo.yaml<\/code> \u5b9a\u4e49\u7684\u4e0d\u662f&quot;\u51e0\u4e2a\u5730\u5740&quot;\uff0c\u800c\u662f\u4e0a\u5c42 Client Agent \u80fd\u770b\u89c1\u54ea\u4e9b Server\u3001\u5141\u8bb8\u600e\u6837\u7684\u5206\u53d1\u7c92\u5ea6\u3001\u6574\u4e2a\u7f51\u7edc\u7684\u4e8b\u4ef6\u6d41\u6d41\u5411\u54ea\u91cc\u3002<\/p>\n<pre><code class=\"language-yaml\">servers:\n    server_1:\n        name: &#039;\u5355\u70b9\u76ee\u6807\u4fa6\u5bdf\u4e0e\u653b\u51fb\u5206\u53d1\u4e2d\u67a2&#039;\n        base_url: &#039;http:\/\/localhost:1001&#039;\n        dispatch_scope: &#039;server_only&#039;\n        expose_skills: false\n\n    server_2:\n        name: &#039;\u8de8\u7f51\u6bb5\u4fa6\u5bdf\u4e0e\u653b\u51fb\u5206\u53d1\u4e2d\u67a2&#039;\n        base_url: &#039;http:\/\/localhost:1002&#039;\n        dispatch_scope: &#039;server_only&#039;\n        expose_skills: false\n\n    server_3:\n        name: &#039;CTF\u7efc\u5408\u6218\u672f\u4e0e\u6742\u9879\u653b\u575a\u4e13\u5bb6&#039;\n        base_url: &#039;http:\/\/localhost:1003&#039;\n        dispatch_scope: &#039;skill_only&#039;\n        expose_skills: true\n\nagent_config_path: &#039;client.yaml&#039;\n\na2a_log_post_url: &#039;http:\/\/pentest.logserver.zhiduoduo.ai:9030\/a2a\/ingest&#039;\nagent_log_post_url: &#039;http:\/\/pentest.logserver.zhiduoduo.ai:9030\/ingest&#039;<\/code><\/pre>\n<p>\u8fd9\u4e00\u6bb5\u628a\u4e09\u4ef6\u4e8b\u9489\u6b7b\uff1a<\/p>\n<ul>\n<li><strong>\u53ef\u89c1\u62d3\u6251<\/strong>\uff1a\u4e0a\u5c42\u53ea\u80fd\u770b\u89c1\u8fd9\u91cc\u58f0\u660e\u8fc7\u7684 Server\uff0c\u4e0d\u5b58\u5728\u8fd0\u884c\u65f6\u52a8\u6001\u53d1\u73b0\u3002<\/li>\n<li><strong>\u5206\u53d1\u7c92\u5ea6<\/strong>\uff1a<code>dispatch_scope<\/code> \u51b3\u5b9a\u4efb\u52a1\u80fd\u4e0d\u80fd\u7a7f\u900f\u5230 Skill \u5c42\u3002<code>server_only<\/code> \u8868\u793a\u4efb\u52a1\u5fc5\u987b\u5148\u4ea4\u7ed9\u4e2d\u67a2\u3001\u7531\u4e2d\u67a2\u7ee7\u7eed\u5411\u4e0b\uff1b<code>skill_only<\/code> \u8868\u793a\u5141\u8bb8\u76f4\u63a5\u6295\u9012\u5230\u6280\u80fd\u8282\u70b9\u3002<code>expose_skills<\/code> \u51b3\u5b9a Client \u662f\u5426\u80fd\u770b\u5230\u4e2d\u67a2\u6302\u8f7d\u7684\u5177\u4f53\u6280\u80fd\u5217\u8868\u3002<\/li>\n<li><strong>\u89c2\u6d4b\u51fa\u53e3<\/strong>\uff1a\u65e5\u5fd7\u6295\u9012\u5730\u5740\u5728\u5165\u53e3\u5904\u5c31\u88ab\u9489\u6b7b\uff0c\u4e0d\u4f9d\u8d56\u8fd0\u884c\u65f6\u518d\u63a5\u7ebf\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"43_%E4%B8%AD%E6%9E%A2%E5%B1%82%EF%BC%9A%E5%A3%B0%E6%98%8E%E5%AF%B9%E5%A4%96%E8%BA%AB%E4%BB%BD%E4%B8%8E%E4%B8%8B%E6%B8%B8%E7%BB%84%E7%BB%87\"><\/span>4.3 \u4e2d\u67a2\u5c42\uff1a\u58f0\u660e\u5bf9\u5916\u8eab\u4efd\u4e0e\u4e0b\u6e38\u7ec4\u7ec7<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e2d\u67a2\u7684 <code>topo.yaml<\/code> \u7528 <code>agent_card<\/code> \u628a&quot;\u81ea\u5df1\u662f\u8c01\u3001\u80fd\u63a5\u4ec0\u4e48\u7c92\u5ea6\u7684\u4efb\u52a1&quot;\u5bf9\u5916\u66b4\u9732\u51fa\u6765\u2014\u2014\u8fd9\u662f A2A \u534f\u8bae\u5c42\u9762\u7684\u8eab\u4efd\u58f0\u660e\uff1a<\/p>\n<pre><code class=\"language-yaml\">agent_card:\n    name: &#039;pentest-single-target-agent&#039;\n    description: |\n        \u5bf9\u4e00\u4e2a\u5177\u4f53\u7684\u5355\u70b9\u76ee\u6807\u4e3b\u673a\uff08IP\u3001\u57df\u540d\u3001Hostname\uff09\u8fdb\u884c\u6df1\u5165\u7684\u6e17\u900f\u6d4b\u8bd5\u3002\n        \u5c06\u5b8c\u6574\u626b\u63cf\u5176\u66b4\u9732\u7684\u670d\u52a1\uff0c\u6df1\u5165\u5404\u79cd\u670d\u52a1\u6316\u6398\u5404\u79cd\u5229\u7528\u65b9\u5f0f\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u5df2\u77e5CVE\u6f0f\u6d1e\u5229\u7528\u3001\u901a\u7528Web\u6f0f\u6d1e\u6316\u6398\u3001\u5bc6\u7801\u51ed\u636e\u7206\u7834\u7b49\u3002\n        \u5e76\u4e14\u4ee5\u83b7\u53d6\u76ee\u6807\u4e3b\u673a\u5b8c\u5168\u63a7\u5236\u6743\u9650\uff0c\u6216\u53d1\u73b0\u5927\u91cf\u6570\u636e\u6cc4\u6f0f\u3001\u654f\u611f\u6570\u636e\u6cc4\u6f0f\u4e3a\u6700\u7ec8\u76ee\u6807\u3002\n        \u7ed9\u6b64Agent\u7684\u4efb\u52a1\u5206\u53d1\u7c92\u5ea6\u53ea\u9700\u5230IP\u5c42\u9762\uff0c\u65e0\u9700\u66f4\u7ec6\u7c92\u5ea6\u5230\u5177\u4f53\u7684\u670d\u52a1\u548c\u5e94\u7528\u3002\n        \u76f4\u63a5\u5c06\u5355\u70b9\u8d44\u4ea7\u6d3e\u53d1\u6b64Agent\u5373\u53ef\uff0c\u65e0\u9700\u66ff\u6b64Agent\u63d0\u524d\u626b\u63cf\u76ee\u6807\u8d44\u4ea7\u3002\n    url: &#039;http:\/\/localhost:1001&#039;\n    listen: &#039;0.0.0.0:1001&#039;\n    version: &#039;1.0.0&#039;\n    default_input_modes:\n        - text\n    default_output_modes:\n        - text\n    agent_config_path: &#039;server.yaml&#039;<\/code><\/pre>\n<p><code>agent_card<\/code> \u4e0d\u662f\u6587\u6863\u6ce8\u91ca\uff0c\u5b83\u5c31\u662f\u534f\u8bae\u63a5\u53e3\u672c\u8eab\u3002\u4e0a\u6e38 Client \u5728\u8def\u7531\u4efb\u52a1\u65f6\uff0c\u662f\u57fa\u4e8e\u8fd9\u6bb5\u63cf\u8ff0\u5224\u65ad&quot;\u8be5\u4e0d\u8be5\u628a\u76ee\u6807\u4ea4\u7ed9\u8fd9\u4e2a\u4e2d\u67a2\u3001\u4ee5\u53ca\u4ea4\u4ed8\u5230\u4ec0\u4e48\u7c92\u5ea6&quot;\u3002<\/p>\n<p>\u7d27\u63a5\u7740\uff0c\u4e2d\u67a2\u901a\u8fc7 <code>skills<\/code> \u5b57\u6bb5\u628a\u4e0b\u6e38\u80fd\u529b\u6302\u4e0a\u6765\uff0c\u5f62\u6210\u4e00\u5f20\u53ef\u88ab\u8fd0\u884c\u65f6\u679a\u4e3e\u7684\u4e0b\u6e38\u7ec4\u7ec7\u56fe\uff1a<\/p>\n<pre><code class=\"language-yaml\">skills:\n    cve-vuln-exploitation:\n        id: &quot;cve-vuln-exploitation&quot;\n        name: &quot;CVE\u4e0e\u670d\u52a1\u6f0f\u6d1e\u653b\u575a\u4e13\u5bb6&quot;\n        agent_config_path: &#039;cve-vuln-exploitation.yaml&#039;\n\n    web-common-vuln:\n        id: &quot;web-common-vuln&quot;\n        name: &quot;Web\u901a\u7528\u6f0f\u6d1e\u6316\u6398\u4e0e\u5229\u7528\u4e13\u5bb6&quot;\n        agent_config_path: &#039;web-common-vuln.yaml&#039;\n\n    web-business-logic:\n        id: &quot;web-business-logic&quot;\n        name: &quot;Web\u4e1a\u52a1\u903b\u8f91\u4e0e\u6df1\u5c42\u529f\u80fd\u6e17\u900f\u4e13\u5bb6&quot;\n        agent_config_path: &#039;web-business-logic.yaml&#039;\n\n    auth-brute-force:\n        id: &quot;auth-brute-force&quot;\n        name: &quot;\u8ba4\u8bc1\u670d\u52a1\u5bc6\u7801\u7206\u7834\u4e0e\u51ed\u8bc1\u653b\u51fb\u4e13\u5bb6&quot;\n        agent_config_path: &#039;auth-brute-force.yaml&#039;<\/code><\/pre>\n<p>\u8fd9\u662f\u4e00\u5f20\u7ec4\u7ec7\u6620\u5c04\u8868\uff1a<code>id<\/code> \u7528\u4e8e\u8def\u7531\u5339\u914d\uff0c<code>name<\/code> \u662f\u9762\u5411\u4e0a\u5c42\u7684\u89d2\u8272\u8bed\u4e49\uff0c<code>agent_config_path<\/code> \u628a\u6bcf\u4e2a Skill \u6307\u5411\u5176\u72ec\u7acb\u7684\u89d2\u8272\u5b9e\u4f53\u914d\u7f6e\u3002\u4e2d\u67a2\u6302\u54ea\u4e9b\u4e13\u5bb6\u3001\u600e\u4e48\u547d\u540d\u3001\u8d70\u54ea\u4e2a\u914d\u7f6e\u5b9e\u4f8b\uff0c\u5168\u90e8\u5728\u8fd9\u91cc\u58f0\u660e\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"44_%E6%8A%80%E8%83%BD%E5%B1%82%EF%BC%9A%E5%A3%B0%E6%98%8E%E8%A7%92%E8%89%B2%E4%BA%BA%E6%A0%BC%E4%B8%8E%E8%BF%90%E8%A1%8C%E8%BE%B9%E7%95%8C\"><\/span>4.4 \u6280\u80fd\u5c42\uff1a\u58f0\u660e\u89d2\u8272\u4eba\u683c\u4e0e\u8fd0\u884c\u8fb9\u754c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5230\u4e86 Skill \u8fd9\u4e00\u5c42\uff0c\u914d\u7f6e\u4e0d\u518d\u53ea\u63cf\u8ff0&quot;\u505a\u4ec0\u4e48&quot;\uff0c\u800c\u662f\u628a\u4e00\u4e2a\u6267\u884c\u8282\u70b9\u5b8c\u6574\u5730\u4eba\u683c\u5316\u3002<\/p>\n<p>\u7b2c\u4e00\u6bb5\u662f\u6a21\u578b\u4e0e\u4e0a\u4e0b\u6587\u8fb9\u754c\uff1a<\/p>\n<pre><code class=\"language-yaml\">agent_name: &quot;web-common-vuln&quot;\nagent_bio: &quot;Web\u901a\u7528\u6f0f\u6d1e\u6316\u6398\u4e0e\u5229\u7528\u4e13\u5bb6&quot;\nagent_desc: null\nagent_tags: []\napi_key: &quot;{$SYMBOL:api_key}&quot;\nbase_url: &quot;{$SYMBOL:base_url}&quot;\nmodel_name: &quot;{$SYMBOL:model_name}&quot;\nlanguage: &quot;{$SYMBOL:language}&quot;\nmodel_temperature: 1.0\ntotal_tokens: &quot;{$SYMBOL:total_tokens}&quot;\ntotal_tokens_safety_margin_ratio: 0.1\ninput_max_tokens: &quot;{$SYMBOL:input_max_tokens}&quot;<\/code><\/pre>\n<p>\u6a21\u578b\u3001\u8bed\u8a00\u3001\u4e0a\u4e0b\u6587\u5bb9\u91cf\u3001\u6e29\u5ea6\uff0c\u6bcf\u4e2a Skill \u90fd\u53ef\u4ee5\u62e5\u6709\u81ea\u5df1\u7684\u4e00\u5957\u3002\u6ce8\u610f\u6240\u6709\u654f\u611f\u5b57\u6bb5\u90fd\u4f7f\u7528 <code class=\"kb-btn\">$SYMBOL:...<\/code> \u5360\u4f4d\u7b26\uff0c\u7531\u524d\u6587\u63d0\u5230\u7684 <code>symbol_resolver_server.py<\/code> \u5728\u8fd0\u884c\u65f6\u6ce8\u5165\u3002\u8fd9\u610f\u5473\u7740\u53f6\u5b50\u8282\u70b9\u4e0d\u662f\u533f\u540d\u80fd\u529b\u5757\uff0c\u800c\u662f\u6709\u72ec\u7acb\u8fd0\u884c\u53c2\u6570\u7684\u6267\u884c\u5b9e\u4f53\u3002<\/p>\n<p>\u771f\u6b63\u7ed9\u89d2\u8272\u6ce8\u5165\u8fb9\u754c\u7684\uff0c\u662f <code>system_prompt_user<\/code>\uff1a<\/p>\n<pre><code class=\"language-yaml\">system_prompt_user: |\n    ### \ud83d\udd34 Web \u901a\u7528\u6f0f\u6d1e\u6316\u6398\u4e0e\u5229\u7528\u4e13\u5bb6 (\u6267\u884c\u5c42\u6838\u5fc3\u7279\u5de5)\n\n    **\u3010\u73af\u5883\u4e0e\u8eab\u4efd\u786e\u8ba4\u3011**\n    \u4f60\u5f53\u524d\u6b63\u5904\u4e8e\u6388\u6743\u7684\u4f01\u4e1a\u5185\u7f51\u6216\u9776\u573a\u6e17\u900f\u6d4b\u8bd5\u73af\u5883\u4e2d\u3002\n    \u4f60\u7684\u8eab\u4efd\u662f\u8fd9\u652f\u81ea\u52a8\u5316 AI \u6218\u961f\u4e2d\u6700\u654f\u9510\u7684**&quot;Web \u901a\u7528\u6f0f\u6d1e\u6316\u6398\u4e0e\u5229\u7528\u4e13\u5bb6&quot;**\u3002\u4f60\u5904\u4e8e\u591a Agent \u67b6\u6784\u7684\u7eaf\u6267\u884c\u5c42\u3002\n    - **\u4f60\u7684\u4e0a\u6e38**\uff1a\u662f\u6218\u672f\u7edf\u7b79 Agent\uff08\u5982 Host-Master\uff09\u3002\u4ed6\u4eec\u4f1a\u5c06\u7ecf\u8fc7\u4fa6\u5bdf\u7684\u3001\u660e\u786e\u7684 Web \u76ee\u6807\uff08\u5373&quot;\u76ee\u6807URL + Web\u670d\u52a1\u57fa\u7840\u4fe1\u606f&quot;\uff09\u4ee5\u53ca\u76f8\u5173\u4e0a\u4e0b\u6587\u76f4\u63a5\u4ea4\u7ed9\u4f60\u3002\n\n    **\u4f60\u7684\u552f\u4e00\u76ee\u6807\u662f**\uff1a\u62ff\u5230\u4e0a\u6e38\u5206\u914d\u7684\u5177\u4f53 Web \u76ee\u6807\u540e\uff0c\u7a77\u5c3d\u4e00\u5207\u9ed1\/\u7070\u76d2\u6d4b\u8bd5\u624b\u6bb5\uff0c\u6df1\u6316\u5e76\u5229\u7528 OWASP \u901a\u7528\u6f0f\u6d1e\u3002\n\n    **\u3010\u7edd\u5bf9\u7981\u533a\uff08\u4f60\u4e0d\u8d1f\u8d23\u7684\u5de5\u4f5c\uff09\u3011**\n    - **\u7981\u6b62\u6267\u884c\u5168\u91cf\u4fa6\u5bdf**\n    - **\u7981\u6b62\u5e38\u89c4\u5bc6\u7801\u7206\u7834**<\/code><\/pre>\n<p>\u4e00\u4e2a Skill \u7684\u8fb9\u754c\u7531\u4e09\u4ef6\u4e8b\u5171\u540c\u5b9a\u4e49\uff1a\u5b83<strong>\u662f\u8c01<\/strong>\uff08\u8eab\u4efd\uff09\u3001\u5b83<strong>\u5bf9\u8c01\u8d1f\u8d23<\/strong>\uff08\u4e0a\u6e38\u5173\u7cfb\uff09\u3001\u5b83<strong>\u7edd\u5bf9\u4e0d\u505a\u4ec0\u4e48<\/strong>\uff08\u7981\u533a\uff09\u3002\u8fd9\u4e09\u4ef6\u4e8b\u4e00\u65e6\u5199\u6e05\u695a\uff0c\u53f6\u5b50\u8282\u70b9\u5c31\u4e0d\u4f1a\u5077\u5077\u8de8\u754c\u627f\u62c5\u672c\u4e0d\u5c5e\u4e8e\u5b83\u7684\u804c\u8d23\uff0c\u591aAgent \u534f\u4f5c\u7684\u5173\u952e\u7eaa\u5f8b\u4e5f\u624d\u6709\u4e86\u914d\u7f6e\u5c42\u9762\u7684\u7740\u529b\u70b9\u3002<\/p>\n<p>\u6700\u540e\u8fd8\u6709\u4e00\u6bb5 A2A \u8282\u70b9\u5b57\u6bb5\uff0c\u628a Skill \u5d4c\u5165\u5230 A2A \u7f51\u7edc\u91cc\uff1a<\/p>\n<pre><code class=\"language-yaml\">a2a_node_role: &quot;skill&quot;\na2a_background: &quot;{$SYMBOL:pentest_background}&quot;\na2a_sub_agents_physically_isolated: false\na2a_max_outstanding_sub_agents: 10<\/code><\/pre>\n<p><code>a2a_node_role<\/code> \u51b3\u5b9a\u5b83\u5728\u7f51\u7edc\u91cc\u5c5e\u4e8e\u54ea\u4e00\u7c7b\u8282\u70b9\uff1b<code>a2a_max_outstanding_sub_agents<\/code> \u9650\u5b9a\u4e86\u672a\u56de\u6536\u5b50\u4efb\u52a1\u7684\u5e76\u53d1\u4e0a\u9650\u2014\u2014\u8fd9\u662f\u914d\u7f6e\u5c42\u4e3a\u8fd0\u884c\u65f6\u80cc\u538b\u505a\u7684\u515c\u5e95\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"45_%E8%A3%85%E9%85%8D%E7%9A%84%E6%9C%AC%E8%B4%A8\"><\/span>4.5 \u88c5\u914d\u7684\u672c\u8d28<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u628a\u4e09\u5c42\u914d\u7f6e\u4e32\u8d77\u6765\uff0c\u6574\u6761\u88c5\u914d\u94fe\u8def\u975e\u5e38\u6e05\u6670\uff1a<\/p>\n<ul>\n<li>\u5165\u53e3\u914d\u7f6e\u58f0\u660e\u4e0a\u5c42\u89c6\u89d2\u4e0b\u7684\u53ef\u89c1\u7f51\u7edc\u4e0e\u5206\u53d1\u7c92\u5ea6\uff1b<\/li>\n<li>\u4e2d\u67a2\u914d\u7f6e\u58f0\u660e\u81ea\u8eab\u8eab\u4efd\u5e76\u6302\u8f7d\u4e0b\u6e38 Skill\uff1b<\/li>\n<li>Skill \u914d\u7f6e\u58f0\u660e\u89d2\u8272\u4eba\u683c\u4e0e\u8fd0\u884c\u8fb9\u754c\u3002<\/li>\n<\/ul>\n<p>\u4e0b\u9762\u8fd9\u5f20\u56fe\u628a\u8fd9\u6761\u94fe\u8def\u538b\u7f29\u6210\u4e09\u5c42\u89c6\u56fe\uff1a<\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/oss-en.zhiduoduo.ai:8080\/4ad65192.png\"><\/p>\n<p>\u56fe\u4e2d\u5e95\u90e8\u90a3\u53e5 <strong>Change YAML \u2192 Reorganize Topology \u2014 Same Engine<\/strong>\uff0c\u662f\u8fd9\u5957\u8bbe\u8ba1\u771f\u6b63\u7684\u8bbe\u8ba1\u539f\u5219\uff1a\u5f15\u64ce\u7a33\u5b9a\uff0c\u7f51\u7edc\u7531\u914d\u7f6e\u5851\u5f62\u3002<\/p>\n<pre><code class=\"language-mermaid\">flowchart TD\n    A[&quot;\u5165\u53e3\u914d\u7f6e client\/topo.yaml&quot;] --&gt; B[&quot;\u58f0\u660e\u53ef\u89c1 server \u4e0e\u5206\u53d1\u7c92\u5ea6&quot;]\n    C[&quot;\u4e2d\u67a2\u914d\u7f6e server_*\/topo.yaml + server.yaml&quot;] --&gt; D[&quot;\u58f0\u660e\u5bf9\u5916\u8eab\u4efd\u4e0e skill \u6302\u8f7d&quot;]\n    E[&quot;\u6280\u80fd\u914d\u7f6e *-vuln.yaml&quot;] --&gt; F[&quot;\u58f0\u660e\u89d2\u8272\u4eba\u683c\u4e0e\u8fd0\u884c\u8fb9\u754c&quot;]\n    B --&gt; G[&quot;\u8fd0\u884c\u65f6 Client&quot;]\n    D --&gt; H[&quot;\u8fd0\u884c\u65f6 Server&quot;]\n    F --&gt; I[&quot;\u8fd0\u884c\u65f6 Skills&quot;]\n    G --&gt; H\n    H --&gt; I<\/code><\/pre>\n<p>\u88c5\u914d\u8bb2\u5230\u8fd9\u91cc\u5c31\u591f\u4e86\u3002\u4e0b\u9762\u770b\u4efb\u52a1\u8fdb\u5165\u8fd9\u5957\u88ab\u88c5\u914d\u51fa\u6765\u7684\u7f51\u7edc\u540e\uff0c\u662f\u5982\u4f55\u88ab\u63a7\u5236\u548c\u7f16\u6392\u7684\u3002<\/p>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"5_%E6%8E%A7%E5%88%B6%E5%B9%B3%E9%9D%A2%EF%BC%9A%E4%BB%BB%E5%8A%A1%E4%BB%8E%E5%93%AA%E9%87%8C%E8%BF%9B%E5%85%A5%E3%80%81%E7%94%B1%E8%B0%81%E6%B1%87%E6%80%BB\"><\/span>5. \u63a7\u5236\u5e73\u9762\uff1a\u4efb\u52a1\u4ece\u54ea\u91cc\u8fdb\u5165\u3001\u7531\u8c01\u6c47\u603b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u63a7\u5236\u5e73\u9762\u7684\u627f\u62c5\u8005\u662f Client Agent\u3002\u5b83\u5728\u6574\u68f5\u4efb\u52a1\u6811\u91cc\u626e\u6f14&quot;\u539f\u70b9&quot;\u548c&quot;\u7ec8\u70b9&quot;\u4e24\u4e2a\u89d2\u8272\uff1a<\/p>\n<ul>\n<li><strong>\u5165\u53e3\u51b3\u7b56<\/strong>\uff1a\u4efb\u52a1\u521d\u6b21\u8fdb\u5165\u65f6\uff0c\u7531 Client Agent \u89e3\u8bfb\u7528\u6237\u76ee\u6807\u3001\u9009\u62e9\u4e0b\u6c89\u5230\u54ea\u4e00\u4e2a\u4e2d\u67a2\uff0c\u5e76\u9644\u5e26\u5fc5\u8981\u7684\u80cc\u666f\u4e0a\u4e0b\u6587\u3002<\/li>\n<li><strong>\u6700\u7ec8\u6c47\u603b<\/strong>\uff1a\u5f53\u4e2d\u67a2\u628a\u7ed3\u679c\u56de\u6d41\u4e0a\u6765\u540e\uff0c\u7531 Client Agent \u505a\u6700\u7ec8\u805a\u5408\u3001\u590d\u76d8\u4e0e\u8f93\u51fa\u3002<\/li>\n<\/ul>\n<p>\u63a7\u5236\u5c42\u4e4b\u6240\u4ee5\u5355\u72ec\u6210\u4e00\u5c42\uff0c\u539f\u56e0\u662f\u5b83\u548c\u7f16\u6392\u5c42\u7684\u804c\u8d23\u622a\u7136\u4e0d\u540c\u2014\u2014\u7f16\u6392\u56de\u7b54&quot;\u600e\u4e48\u628a\u4efb\u52a1\u518d\u5207\u4e0b\u53bb&quot;\uff0c\u63a7\u5236\u56de\u7b54&quot;\u4efb\u52a1\u4ece\u54ea\u91cc\u6765\u3001\u6700\u7ec8\u4ea4\u4ed8\u7ed9\u8c01&quot;\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"51_Client_Agent_%E7%9A%84%E4%B8%89%E4%B8%AA%E5%8A%A8%E4%BD%9C\"><\/span>5.1 Client Agent \u7684\u4e09\u4e2a\u52a8\u4f5c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u65e0\u8bba\u4efb\u52a1\u6700\u7ec8\u4f1a\u6247\u51fa\u51e0\u5c42\uff0cClient Agent \u5728\u63a7\u5236\u5e73\u9762\u53ea\u8d1f\u8d23\u4e09\u4e2a\u52a8\u4f5c\uff1a<\/p>\n<ol>\n<li><strong>\u76ee\u6807\u62c6\u89e3<\/strong>\uff1a\u628a\u7528\u6237\u539f\u59cb\u76ee\u6807\u8f6c\u5316\u4e3a\u4e00\u4e2a\u6216\u591a\u4e2a\u7c97\u7c92\u5ea6\u4efb\u52a1\uff1b<\/li>\n<li><strong>\u4e2d\u67a2\u9009\u62e9<\/strong>\uff1a\u57fa\u4e8e\u5165\u53e3\u914d\u7f6e\u4e2d\u58f0\u660e\u7684 <code>agent_card.description<\/code> \u4e0e <code>dispatch_scope<\/code>\uff0c\u51b3\u5b9a\u6bcf\u4e2a\u4efb\u52a1\u8be5\u4ea4\u7ed9\u54ea\u4e00\u4e2a\u4e2d\u67a2\uff1b<\/li>\n<li><strong>\u6700\u7ec8\u6c47\u603b<\/strong>\uff1a\u5f53\u6240\u6709\u4e0b\u6e38\u5206\u652f\u7ed3\u675f\u540e\uff0c\u628a\u56de\u6d41\u7684\u7ed3\u679c\u6574\u5408\u6210\u6700\u7ec8\u4ea4\u4ed8\u3002<\/li>\n<\/ol>\n<p>\u6ce8\u610f\u7b2c 2 \u6b65\u7684\u4f9d\u636e\u662f\u914d\u7f6e\u5c42\u58f0\u660e\u7684\u4e2d\u67a2\u8eab\u4efd\u63cf\u8ff0\uff0c\u800c\u4e0d\u662f\u67d0\u79cd\u4ee3\u7801\u5185\u7684\u786c\u7f16\u7801\u8def\u7531\u89c4\u5219\u3002\u8fd9\u610f\u5473\u7740\u65b0\u589e\u4e00\u4e2a\u4e2d\u67a2\u53ea\u9700\u8981\u5728\u5165\u53e3 <code>topo.yaml<\/code> \u91cc\u8ffd\u52a0\u4e00\u6bb5\uff0c\u65e0\u9700\u4fee\u6539 Client Agent \u7684\u5b9e\u73b0\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"52_Client_%E7%9A%84%E8%BF%87%E7%A8%8B%E6%98%AF%E5%8F%AF%E8%A7%81%E7%9A%84\"><\/span>5.2 Client \u7684\u8fc7\u7a0b\u662f\u53ef\u89c1\u7684<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6253\u5f00 Inspector \u7684\u62d3\u6251\u89c6\u56fe\uff0cClient \u8282\u70b9\u540c\u6837\u4f1a\u5c55\u793a\u81ea\u5df1\u7684\u8fc7\u7a0b\u9762\u677f\u3002\u5b83\u5728\u63a7\u5236\u5e73\u9762\u505a\u51fa\u7684\u6bcf\u4e00\u6b21\u76ee\u6807\u62c6\u89e3\u3001\u6bcf\u4e00\u6b21\u4e2d\u67a2\u9009\u62e9\u3001\u6bcf\u4e00\u6b21\u6700\u7ec8\u6c47\u603b\uff0c\u90fd\u4f1a\u4f5c\u4e3a\u4e8b\u4ef6\u6d41\u88ab\u8bb0\u5f55\u4e0b\u6765\u2014\u2014\u8fd9\u4e00\u70b9\u4f1a\u5728\u7b2c 8 \u7ae0\u89c2\u6d4b\u5e73\u9762\u518d\u5177\u4f53\u5c55\u5f00\u3002<\/p>\n<p>\u63a7\u5236\u5c42\u7684\u7b80\u5355\u548c\u7a33\u5b9a\uff0c\u662f\u6574\u68f5\u4efb\u52a1\u6811\u80fd\u5426\u88ab\u590d\u76d8\u7684\u524d\u63d0\u3002\u4efb\u52a1\u8fdb\u5165\u7f51\u7edc\u7684\u90a3\u4e00\u523b\u662f\u5426\u88ab\u6b63\u786e\u5f52\u5c5e\uff0c\u51b3\u5b9a\u4e86\u540e\u7eed\u6240\u6709\u5e73\u9762\u662f\u5426\u8fd8\u6709\u610f\u4e49\u3002<\/p>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"6_%E7%BC%96%E6%8E%92%E5%B9%B3%E9%9D%A2%EF%BC%9A%E4%B8%AD%E6%9E%A2%E5%A6%82%E4%BD%95%E6%8A%8A%E4%BB%BB%E5%8A%A1%E5%88%86%E4%B8%8B%E5%8E%BB%E3%80%81%E6%8A%8A%E7%BB%93%E6%9E%9C%E7%BC%9D%E4%B8%8A%E6%9D%A5\"><\/span>6. \u7f16\u6392\u5e73\u9762\uff1a\u4e2d\u67a2\u5982\u4f55\u628a\u4efb\u52a1\u5206\u4e0b\u53bb\u3001\u628a\u7ed3\u679c\u7f1d\u4e0a\u6765<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7f16\u6392\u5e73\u9762\u7684\u627f\u62c5\u8005\u662f\u4e2d\u67a2\u8282\u70b9\uff08Server Agent\uff09\u3002\u5b83\u8981\u56de\u7b54\u7684\u4e0d\u662f&quot;\u4efb\u52a1\u4ece\u54ea\u6765&quot;\uff0c\u800c\u662f&quot;\u65e2\u7136\u4efb\u52a1\u5230\u4e86\u6211\u8fd9\u91cc\uff0c\u6211\u8be5\u600e\u4e48\u628a\u5b83\u5207\u7ec6\uff0c\u5e76\u628a\u7ed3\u679c\u7f1d\u5408\u56de\u53bb&quot;\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"61_%E4%B8%AD%E6%9E%A2%E4%B8%8D%E6%98%AF%E9%80%8F%E6%98%8E%E8%BD%AC%E5%8F%91%E5%99%A8\"><\/span>6.1 \u4e2d\u67a2\u4e0d\u662f\u900f\u660e\u8f6c\u53d1\u5668<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6241\u5e73\u5730\u770b\u56fe\uff0c\u5f88\u5bb9\u6613\u628a Server \u7406\u89e3\u6210\u8def\u7531\u5668\u2014\u2014\u6536\u5230\u4efb\u52a1\u8f6c\u624b\u5c31\u8d70\u3002\u70b9\u5f00\u4e2d\u67a2\u8282\u70b9\u7684\u8fc7\u7a0b\u9762\u677f\uff0c\u753b\u9762\u5b8c\u5168\u4e0d\u540c\u3002<\/p>\n<p><strong>\u5f62\u6001 A\uff1a\u534f\u8c03\u5bc6\u96c6\u7684\u5c42\u7ea7\u59d4\u6d3e\u4e2d\u67a2<\/strong><\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/oss-en.zhiduoduo.ai:8080\/2b55eece.png\"><\/p>\n<p>\u53f3\u4fa7\u8fc7\u7a0b\u9762\u677f\u5305\u542b <code>Agent process<\/code>\u3001<code>Reasoning summary<\/code>\uff0c\u4ee5\u53ca\u5411\u4e0a\u6e38\u63d0\u95ee\u3001\u5411\u4e0a\u6e38\u901a\u77e5\u4e00\u7c7b\u6761\u76ee\u3002\u8fd9\u8bf4\u660e\u4e2d\u67a2\u81ea\u8eab\u5728\u505a\u63a8\u7406\u3001\u534f\u8c03\u3001\u628a\u5c40\u90e8\u8fc7\u7a0b\u7ffb\u8bd1\u6210\u4e0a\u6e38\u53ef\u7406\u89e3\u7684\u52a8\u4f5c\uff0c\u800c\u4e0d\u662f\u628a\u4efb\u52a1\u539f\u6837\u4e0b\u53d1\u3002<\/p>\n<p><strong>\u5f62\u6001 B\uff1a\u7b49\u5f85\u4e0e\u68c0\u67e5\u578b\u7684\u6247\u51fa\u641c\u7d22\u4e2d\u67a2<\/strong><\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/oss-en.zhiduoduo.ai:8080\/49a0a66f.png\"><\/p>\n<p>\u5728\u6247\u51fa\u641c\u7d22\u4efb\u52a1\u91cc\uff0c\u540c\u4e00\u7c7b\u4e2d\u67a2\u8282\u70b9\u5448\u73b0\u5b8c\u5168\u4e0d\u540c\u7684\u6c14\u8d28\u3002\u6700\u663e\u773c\u7684\u4e0d\u662f\u5de5\u5177\u8c03\u7528\uff0c\u800c\u662f<strong>\u7b49\u5f85\u5b50\u4efb\u52a1\u7ed3\u679c<\/strong>\u548c<strong>\u68c0\u67e5\u5b50\u4efb\u52a1\u72b6\u6001<\/strong>\u8fd9\u4e24\u7c7b\u52a8\u4f5c\u3002\u4e2d\u67a2\u7684\u5de5\u4f5c\u53d8\u6210\uff1a<\/p>\n<ul>\n<li>\u628a\u4efb\u52a1\u6247\u51fa\u53bb\uff1b<\/li>\n<li>\u7b49\u5f85\u5b50\u4efb\u52a1\u7ed3\u679c\u56de\u6765\uff1b<\/li>\n<li>\u68c0\u67e5\u54ea\u4e9b\u5b50\u4efb\u52a1\u5df2\u6709\u660e\u786e\u7ed3\u679c\uff1b<\/li>\n<li>\u51b3\u5b9a\u7ee7\u7eed\u7b49\u5f85\u3001\u7ee7\u7eed\u6247\u51fa\uff0c\u8fd8\u662f\u7194\u65ad\u5144\u5f1f\u5206\u652f\u3002<\/li>\n<\/ul>\n<p>\u65e0\u8bba\u54ea\u79cd\u5f62\u6001\uff0c\u4e2d\u67a2\u90fd\u4e0d\u662f\u96f6\u804c\u8d23\u7684\u8f6c\u53d1\u5668\u3002<strong>\u5b83\u627f\u62c5\u4e24\u6761\u6838\u5fc3\u804c\u8d23\uff1a\u628a\u7c97\u4efb\u52a1\u5207\u7ec6\uff0c\u518d\u628a\u7ed3\u679c\u91cd\u65b0\u7f1d\u5408\u3002<\/strong><\/p>\n<h3><span class=\"ez-toc-section\" id=\"62_%E7%BC%96%E6%8E%92%E5%9B%9E%E8%B7%AF%E7%9A%84%E6%A0%87%E5%87%86%E6%97%B6%E5%BA%8F\"><\/span>6.2 \u7f16\u6392\u56de\u8def\u7684\u6807\u51c6\u65f6\u5e8f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u628a\u4e0a\u9762\u7684\u73b0\u8c61\u62bd\u8c61\u6389\uff0c\u7f16\u6392\u5e73\u9762\u7684\u6807\u51c6\u56de\u8def\u53ea\u6709\u4e00\u4e2a\uff1a<\/p>\n<pre><code class=\"language-mermaid\">sequenceDiagram\n    participant Client as &quot;\u5ba2\u6237\u7aef Agent&quot;\n    participant Server as &quot;\u4e2d\u67a2 Agent&quot;\n    participant Skill as &quot;\u6280\u80fd Agent&quot;\n\n    Client-&gt;&gt;Server: \u59d4\u6d3e\u7c97\u7c92\u5ea6\u4efb\u52a1\n    Server-&gt;&gt;Skill: \u5206\u53d1\u7ec6\u7c92\u5ea6\u5b50\u4efb\u52a1\n    Skill--&gt;&gt;Server: \u8fd4\u56de\u9636\u6bb5\u7ed3\u679c\n    Server--&gt;&gt;Skill: \u8865\u5145\u4e0a\u4e0b\u6587 \/ \u8c03\u6574\u8303\u56f4\n    Skill--&gt;&gt;Server: \u8fd4\u56de\u6700\u7ec8\u7ed3\u679c\n    Server--&gt;&gt;Client: \u6c47\u603b\u5e76\u56de\u6536\u7ed3\u679c<\/code><\/pre>\n<p>\u5b9e\u7ebf\u8868\u793a\u59d4\u6d3e\u4e0e\u5206\u53d1\uff0c\u865a\u7ebf\u8868\u793a\u7ed3\u679c\u53cd\u6d41\u4e0e\u8fd0\u884c\u671f\u8865\u5145\u3002\u8fd9\u4e2a\u56de\u8def\u6709\u4e00\u4e2a\u9690\u542b\u7ea6\u675f\uff1a<strong>\u6240\u6709\u7bad\u5934\u90fd\u53ea\u7a7f\u8d8a\u7236\u5b50\u8fb9<\/strong>\u3002Client \u4e0d\u4f1a\u76f4\u63a5\u548c Skill \u5bf9\u8bdd\uff1bSkill \u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u6a2a\u5411\u4ea4\u6362\u6d88\u606f\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"63_%E7%86%94%E6%96%AD%E4%B8%8D%E6%98%AF%E5%85%84%E5%BC%9F%E9%80%9A%E8%AE%AF\"><\/span>6.3 \u7194\u65ad\u4e0d\u662f\u5144\u5f1f\u901a\u8baf<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u56de\u5230\u7b2c 2 \u7ae0\u53f3\u4fa7\u7684 Fan-out &amp; Circuit-Breaker \u5f62\u6001\u3002\u5f53\u4e00\u4e2a\u5206\u652f\u5148\u8fbe\u6210\u76ee\u6807\u65f6\uff0c\u5176\u4ed6\u5206\u652f\u88ab\u53d6\u6d88\u2014\u2014\u8fd9\u79cd\u73b0\u8c61\u5e38\u88ab\u8bef\u8ba4\u4e3a&quot;\u5144\u5f1f\u4e4b\u95f4\u4e92\u76f8\u534f\u8c03&quot;\u3002<\/p>\n<p><strong>\u4e8b\u5b9e\u4e0a\uff0c\u6240\u6709\u7194\u65ad\u6307\u4ee4\u90fd\u7531\u4e2d\u67a2\u53d1\u51fa<\/strong>\uff1a\u4e2d\u67a2\u89c2\u6d4b\u5230\u67d0\u4e2a\u5b50\u4efb\u52a1\u5df2\u8fbe\u6210\u76ee\u6807\uff0c\u4fbf\u4e3b\u52a8\u5411\u5176\u4ed6\u5144\u5f1f\u5206\u652f\u53d1\u51fa\u53d6\u6d88\u8bf7\u6c42\u3002\u5144\u5f1f\u8282\u70b9\u5f7c\u6b64\u5728 A2A \u7f51\u7edc\u4e2d\u662f\u4e0d\u53ef\u89c1\u7684\uff1b\u5b83\u4eec\u4e4b\u95f4\u4e0d\u5b58\u5728\u901a\u8baf\u901a\u9053\uff0c\u4e5f\u4e0d\u5e94\u8be5\u5b58\u5728\u3002<\/p>\n<p>\u8fd9\u6761\u7ea6\u675f\u5728\u4e0b\u4e00\u7ae0\u4f1a\u88ab\u72ec\u7acb\u5c55\u5f00\u3002<\/p>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"7_%E9%80%9A%E8%AE%AF%E5%B9%B3%E9%9D%A2%EF%BC%9A%E7%88%B6%E5%AD%90%E8%8A%82%E7%82%B9%E4%B9%8B%E9%97%B4%E5%88%B0%E5%BA%95%E4%BA%A4%E6%8D%A2%E4%BA%86%E4%BB%80%E4%B9%88\"><\/span>7. \u901a\u8baf\u5e73\u9762\uff1a\u7236\u5b50\u8282\u70b9\u4e4b\u95f4\u5230\u5e95\u4ea4\u6362\u4e86\u4ec0\u4e48<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7f16\u6392\u56de\u7b54\u4e86&quot;\u4efb\u52a1\u600e\u4e48\u6d41\u52a8&quot;\uff0c\u901a\u8baf\u56de\u7b54\u7684\u662f&quot;\u6d41\u52a8\u8fc7\u7a0b\u4e2d\u8282\u70b9\u4e4b\u95f4\u8bf4\u4e86\u4ec0\u4e48&quot;\u3002<\/p>\n<p>\u5148\u628a\u5168\u6587\u6700\u91cd\u8981\u7684\u4e00\u6761\u6280\u672f\u7ea6\u675f\u518d\u8bb2\u4e00\u6b21\uff0c\u5e76\u89e3\u91ca\u5b83\u4e3a\u4ec0\u4e48\u5fc5\u987b\u5982\u6b64\uff1a<\/p>\n<blockquote>\n<p><strong>A2A \u7f51\u7edc\u4e2d\uff0c\u901a\u8baf\u53ea\u53d1\u751f\u5728\u7236\u5b50\u8282\u70b9\u4e4b\u95f4\u3002\u5144\u5f1f\u8282\u70b9\u4e4b\u95f4\u4e0d\u5b58\u5728\u76f4\u63a5\u901a\u8baf\u901a\u9053\u3002<\/strong><\/p>\n<\/blockquote>\n<p>\u8fd9\u4e0d\u662f\u5b9e\u73b0\u7ec6\u8282\uff0c\u800c\u662f\u534f\u8bae\u5c42\u9762\u7684\u7269\u7406\u7ea6\u675f\u3002\u7406\u7531\u6709\u4e09\u6761\uff1a<\/p>\n<ol>\n<li><strong>\u53ef\u89c2\u6d4b\u6027<\/strong>\uff1a\u4efb\u4f55\u4e00\u6761\u8fb9\u90fd\u5bf9\u5e94\u4e00\u4efd\u7236\u5b50\u4e0a\u4e0b\u6587\u8bb0\u5f55\u3002\u5982\u679c\u5141\u8bb8\u5144\u5f1f\u6a2a\u5411\u901a\u8baf\uff0c\u4e8b\u4ef6\u6d41\u5c06\u65e0\u6cd5\u4ee5\u6811\u72b6\u7ed3\u6784\u7a33\u5b9a\u8fd8\u539f\u3002<\/li>\n<li><strong>\u56de\u6536\u8bed\u4e49<\/strong>\uff1a\u7f16\u6392\u56de\u8def\u8981\u6c42\u7ed3\u679c\u6cbf\u7236\u5b50\u8fb9\u53cd\u6d41\u5e76\u7531\u7236\u8282\u70b9\u6c47\u603b\u3002\u6a2a\u5411\u901a\u8baf\u4f1a\u7ed5\u5f00\u7236\u8282\u70b9\uff0c\u76f4\u63a5\u7834\u574f\u56de\u6536\u8bed\u4e49\u3002<\/li>\n<li><strong>\u9694\u79bb\u6027<\/strong>\uff1a\u5144\u5f1f\u5206\u652f\u53ef\u80fd\u5404\u81ea\u5e26\u6709\u72ec\u7acb\u7684\u4e0a\u4e0b\u6587\u4e0e\u51ed\u636e\u3002\u5f3a\u5236\u7ecf\u7531\u7236\u8282\u70b9\u4e2d\u8f6c\uff0c\u76f8\u5f53\u4e8e\u5728\u534f\u8bae\u5c42\u4e3a\u9694\u79bb\u505a\u4e86\u515c\u5e95\u3002<\/li>\n<\/ol>\n<p>\u771f\u6b63\u7684&quot;\u5144\u5f1f\u534f\u540c&quot;\u5728 A2A \u7cfb\u7edf\u91cc\u6709\u4e14\u53ea\u6709\u4e00\u79cd\u5b9e\u73b0\u8def\u5f84\uff1a\u7236\u8282\u70b9\u6301\u6709\u6240\u6709\u5144\u5f1f\u7684\u72b6\u6001\uff0c\u7531\u7236\u8282\u70b9\u51b3\u5b9a\u4f55\u65f6\u628a\u67d0\u4e2a\u5144\u5f1f\u7684\u6210\u679c\u4f5c\u4e3a\u4e0a\u4e0b\u6587\u5e7f\u64ad\u7ed9\u5176\u4ed6\u5144\u5f1f\uff0c\u6216\u51b3\u5b9a\u4f55\u65f6\u7194\u65ad\u67d0\u4e9b\u5144\u5f1f\u5206\u652f\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"71_%E7%88%B6%E5%AD%90%E8%BE%B9%E4%B8%8A%E7%9A%84%E5%9B%9B%E7%A7%8D%E9%80%9A%E8%AE%AF%E8%AF%AD%E4%B9%89\"><\/span>7.1 \u7236\u5b50\u8fb9\u4e0a\u7684\u56db\u79cd\u901a\u8baf\u8bed\u4e49<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u7236\u5b50\u8fb9\u4e0d\u662f\u5355\u4e00\u7684 RPC \u901a\u9053\u3002\u4e00\u6761\u8fb9\u5728\u8fd0\u884c\u65f6\u53ef\u540c\u65f6\u627f\u8f7d\u56db\u79cd\u8bed\u4e49\u622a\u7136\u4e0d\u540c\u7684\u6d88\u606f\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u8bed\u4e49<\/th>\n<th>\u7528\u9014<\/th>\n<th>\u65b9\u5411<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><code>message<\/code><\/td>\n<td>\u4efb\u52a1\u59d4\u6d3e\u3001\u5b50\u4efb\u52a1\u4e0b\u53d1\u3001\u4e0a\u4e0b\u6587\u8865\u5145<\/td>\n<td>\u901a\u5e38\u7236 \u2192 \u5b50<\/td>\n<\/tr>\n<tr>\n<td><code>notify<\/code><\/td>\n<td>\u72b6\u6001\u66f4\u65b0\u3001\u5173\u952e\u4e8b\u4ef6\u901a\u77e5<\/td>\n<td>\u53cc\u5411<\/td>\n<\/tr>\n<tr>\n<td><code>ask<\/code><\/td>\n<td>\u7236\u8282\u70b9\u5411\u5b50\u8282\u70b9\u63d0\u51fa\u9636\u6bb5\u6027\u95ee\u9898\uff08\u5e26\u56de\u7b54\u671f\u671b\uff09<\/td>\n<td>\u53cc\u5411<\/td>\n<\/tr>\n<tr>\n<td><code>query<\/code><\/td>\n<td>\u5b50\u8282\u70b9\u5411\u7236\u8282\u70b9\u67e5\u8be2\u7f3a\u5931\u4e0a\u4e0b\u6587\u6216\u51b3\u7b56\u4f9d\u636e<\/td>\n<td>\u53cc\u5411<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u56db\u79cd\u8bed\u4e49\u53ef\u4ee5\u5171\u5b58\u4e8e\u540c\u4e00\u6761\u8fb9\u4e0a\u3002\u4e5f\u5c31\u662f\u8bf4\uff1a\u4ece\u7236\u8282\u70b9\u5230\u5b50\u8282\u70b9\uff0c\u5e76\u4e0d\u662f\u4e00\u53d1\u4e00\u6536\u4e24\u6761\u6d88\u606f\u90a3\u4e48\u7b80\u5355\uff0c\u800c\u662f\u4e00\u6761<strong>\u957f\u8fde\u63a5\u578b\u7684\u8bed\u4e49\u901a\u9053<\/strong>\uff0c\u5728\u4efb\u52a1\u7684\u6574\u4e2a\u751f\u547d\u5468\u671f\u91cc\u6301\u7eed\u4ea4\u6362\u4e0d\u540c\u7c7b\u578b\u7684\u8f7d\u8377\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"72_%E5%90%8C%E6%A0%B7%E4%B8%80%E6%9D%A1%E7%88%B6%E5%AD%90%E8%BE%B9%EF%BC%8C%E5%8F%AF%E8%83%BD%E7%A8%A0%E5%AF%86%EF%BC%8C%E4%B9%9F%E5%8F%AF%E8%83%BD%E7%A8%80%E7%96%8F\"><\/span>7.2 \u540c\u6837\u4e00\u6761\u7236\u5b50\u8fb9\uff0c\u53ef\u80fd\u7a20\u5bc6\uff0c\u4e5f\u53ef\u80fd\u7a00\u758f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e0d\u540c\u4efb\u52a1\u5bf9\u7236\u5b50\u8fb9\u7684\u4f7f\u7528\u5f3a\u5ea6\u5dee\u522b\u6781\u5927\u3002<\/p>\n<p><strong>\u901a\u8baf\u7a20\u5bc6\uff1a\u5c42\u7ea7\u59d4\u6d3e\u4efb\u52a1<\/strong><\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/oss-en.zhiduoduo.ai:8080\/7e8929c4.png\"><\/p>\n<p>\u53f3\u4fa7 Communication \u9762\u677f\u660e\u786e\u628a\u7d2f\u79ef\u4e8b\u4ef6\u6309\u56db\u79cd\u8bed\u4e49\u62c6\u5f00\uff1a<code>ask_exchange<\/code>\u3001<code>query_exchange<\/code>\u3001<code>notify<\/code>\u3001<code>message<\/code>\u3002\u9876\u90e8\u8fd8\u80fd\u770b\u5230\u8fd9\u6761\u8fb9\u7d2f\u79ef\u4e86\u591a\u8f6e\u8bb0\u5f55\u3002\u8fd9\u6761\u7236\u5b50\u8fb9\u5728\u8fd0\u884c\u4e2d\u6301\u7eed\u5b8c\u6210&quot;\u63d0\u95ee\u2014\u56de\u7b54\u2014\u901a\u77e5\u2014\u8865\u5145&quot;\u7684\u5faa\u73af\uff0c\u662f\u4e00\u6761<strong>\u534f\u8bae\u4e30\u5bcc\u7684\u53cc\u5411\u901a\u9053<\/strong>\u3002<\/p>\n<p>\u8fd9\u79cd\u901a\u8baf\u5bc6\u5ea6\u5f80\u5f80\u51fa\u73b0\u5728\u9700\u8981\u4e0d\u65ad\u4e0e\u4e0a\u6e38\u5bf9\u9f50\u7684\u534f\u8c03\u578b\u4efb\u52a1\u4e2d\u2014\u2014\u5b50\u8282\u70b9\u7f3a\u5c11\u51b3\u7b56\u4f9d\u636e\u65f6\u4e3b\u52a8 <code>query<\/code>\uff0c\u7236\u8282\u70b9\u8981\u628a\u65b0\u7684\u4e0a\u4e0b\u6587\u540c\u6b65\u4e0b\u53bb\u65f6\u4f7f\u7528 <code>notify<\/code>\uff0c\u5173\u952e\u9636\u6bb5\u8981\u505a\u5bf9\u9f50\u65f6\u4f7f\u7528 <code>ask<\/code>\u3002<\/p>\n<p><strong>\u901a\u8baf\u7a00\u758f\uff1a\u6247\u51fa\u641c\u7d22\u4efb\u52a1<\/strong><\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/oss-en.zhiduoduo.ai:8080\/7a55d290.png\"><\/p>\n<p>\u540c\u6837\u662f\u4e00\u6761\u7236\u5b50\u8fb9\uff0c\u8fd9\u91cc\u7684\u7edf\u8ba1\u53d8\u6210\uff1a<\/p>\n<ul>\n<li><code>2 records<\/code><\/li>\n<li><code>2 messages<\/code><\/li>\n<li><code>0 ask<\/code><\/li>\n<li><code>0 query<\/code><\/li>\n<li><code>0 notify<\/code><\/li>\n<\/ul>\n<p>\u4e14\u4e24\u6761\u6d88\u606f\u7684\u65b9\u5411\u5747\u4e3a <code>Parent \u2192 Child<\/code>\u3002\u8fd9\u6761\u8fb9\u53ea\u627f\u8f7d\u4e86&quot;\u7236\u8282\u70b9\u628a\u76ee\u6807 URL \u4e0e\u4e0a\u4e0b\u6587\u4ea4\u7ed9\u5b50\u8282\u70b9&quot;\u8fd9\u4e00\u7c7b\u4e8b\u5b9e\u578b\u4e0b\u53d1\uff0c\u6ca1\u6709\u5f62\u6210\u6301\u7eed\u7684\u53cc\u5411\u4ea4\u4e92\u3002<\/p>\n<p>\u8fd9\u662f\u6247\u51fa\u641c\u7d22\u7684\u5178\u578b\u7279\u5f81\uff1a\u7236\u8282\u70b9\u628a\u4efb\u52a1\u6d3e\u4e0b\u53bb\u3001\u7b49\u5f85\u7ed3\u679c\u56de\u6765\u5373\u53ef\uff1b\u5982\u679c\u5176\u5b83\u5144\u5f1f\u5206\u652f\u5148\u8fbe\u6210\u76ee\u6807\uff0c\u8fd9\u6761\u8fb9\u53ef\u4ee5\u5728\u4e0d\u518d\u4ea7\u751f\u4ea4\u4e92\u7684\u60c5\u51b5\u4e0b\u88ab\u7236\u8282\u70b9\u76f4\u63a5\u53d6\u6d88\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"73_%E9%80%9A%E8%AE%AF-%E7%BC%96%E6%8E%92%E9%97%AD%E7%8E%AF\"><\/span>7.3 \u901a\u8baf-\u7f16\u6392\u95ed\u73af<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u628a\u901a\u8baf\u653e\u56de\u7f16\u6392\u56de\u8def\u91cc\u770b\uff0c\u6574\u4e2a\u7236\u5b50\u94fe\u7684\u8fd0\u884c\u5c31\u662f\u4e0b\u9762\u8fd9\u5f20\u56fe\uff1a<\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/oss-en.zhiduoduo.ai:8080\/3a604ff4.png\"><\/p>\n<p>\u56fe\u4e2d\u4e09\u79cd\u7bad\u5934\u5206\u522b\u8868\u793a\uff1a<\/p>\n<ul>\n<li>\u5b9e\u7ebf\uff1a\u4efb\u52a1\u59d4\u6d3e \/ \u5b50\u4efb\u52a1\u5206\u53d1\uff1b<\/li>\n<li>\u865a\u7ebf\uff1a<code>ask<\/code> \/ <code>query<\/code> \/ <code>notify<\/code> \/ <code>message<\/code> \u56db\u7c7b\u534f\u8bae\u6d88\u606f\uff1b<\/li>\n<li>\u56de\u6d41\u7bad\u5934\uff1a\u9636\u6bb5\u7ed3\u679c\u4e0e\u6700\u7ec8\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<p>\u6240\u6709\u7bad\u5934\u90fd\u4e25\u683c\u6cbf\u7236\u5b50\u8fb9\u8fd0\u884c\u3002\u4efb\u4f55\u4e00\u6b21&quot;\u770b\u8d77\u6765\u50cf\u662f\u6a2a\u5411\u534f\u540c&quot;\u7684\u73b0\u8c61\uff0c\u6700\u7ec8\u90fd\u53ef\u4ee5\u5206\u89e3\u4e3a\u7236\u8282\u70b9\u5148\u6536\u56de\u67d0\u4e2a\u5b50\u8282\u70b9\u7684\u72b6\u6001\uff0c\u518d\u628a\u5b83\u4f5c\u4e3a\u4e0a\u4e0b\u6587\u4e0b\u53d1\u7ed9\u5176\u4ed6\u5b50\u8282\u70b9\u3002<\/p>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"8_%E8%A7%82%E6%B5%8B%E5%B9%B3%E9%9D%A2%EF%BC%9A%E6%8A%8A%E8%BF%90%E8%A1%8C%E6%80%81%E8%BF%98%E5%8E%9F%E6%88%90%E6%8B%93%E6%89%91%E3%80%81%E8%BF%87%E7%A8%8B%E4%B8%8E%E6%8A%A5%E5%91%8A\"><\/span>8. \u89c2\u6d4b\u5e73\u9762\uff1a\u628a\u8fd0\u884c\u6001\u8fd8\u539f\u6210\u62d3\u6251\u3001\u8fc7\u7a0b\u4e0e\u62a5\u544a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u591aAgent \u7cfb\u7edf\u5728\u8fd0\u884c\u65f6\u662f\u5206\u5e03\u5f0f\u7684\u3002\u4efb\u52a1\u5728\u6839\u8282\u70b9\u8fdb\u5165\u3001\u5728\u4e2d\u67a2\u88ab\u5207\u5206\u3001\u5728\u53f6\u5b50\u88ab\u6267\u884c\uff1b\u540c\u65f6\u6240\u6709\u7236\u5b50\u8fb9\u4e0a\u8fd8\u5728\u6301\u7eed\u4ea7\u751f\u56db\u79cd\u8bed\u4e49\u7684\u534f\u8bae\u6d88\u606f\u3002\u5982\u679c\u6ca1\u6709\u4e13\u95e8\u7684\u5e73\u9762\u628a\u8fd9\u4e9b\u8fc7\u7a0b\u7ec4\u88c5\u56de\u6765\uff0c\u7cfb\u7edf\u4f1a\u5728\u7b2c\u4e8c\u5929\u5c31\u5f00\u59cb\u53d8\u9ed1\u76d2\u3002<\/p>\n<p>\u89c2\u6d4b\u5e73\u9762\u7684\u76ee\u6807\uff0c\u4e0d\u662f&quot;\u52a0\u4e00\u4e2a\u770b\u677f&quot;\uff0c\u800c\u662f\u8981\u89e3\u51b3\u4e00\u4e2a\u66f4\u57fa\u7840\u7684\u95ee\u9898\uff1a<strong>\u8ba9\u8fd0\u884c\u6001\u53ef\u88ab\u89e3\u91ca<\/strong>\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"81_%E4%BA%8B%E4%BB%B6%E6%B5%81%EF%BC%9A%E6%AF%8F%E4%B8%80%E4%B8%AA_Agent_%E9%83%BD%E6%98%AF%E4%BA%8B%E4%BB%B6%E6%BA%90\"><\/span>8.1 \u4e8b\u4ef6\u6d41\uff1a\u6bcf\u4e00\u4e2a Agent \u90fd\u662f\u4e8b\u4ef6\u6e90<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5728\u88c5\u914d\u9636\u6bb5\uff0c\u5165\u53e3\u914d\u7f6e\u5c31\u5df2\u7ecf\u628a\u65e5\u5fd7\u6295\u9012\u5730\u5740\u5199\u660e\u3002\u8fd9\u610f\u5473\u7740\u6240\u6709\u8fd0\u884c\u65f6\u5b9e\u4f8b\u4ece\u542f\u52a8\u90a3\u4e00\u523b\u8d77\uff0c\u5c31\u662f\u4e8b\u4ef6\u6e90\u2014\u2014Client\u3001Server\u3001Skill \u90fd\u628a\u81ea\u5df1\u7ecf\u5386\u7684\u5173\u952e\u8fc7\u7a0b\u5f02\u6b65\u63a8\u9001\u5230\u65e5\u5fd7\u670d\u52a1\u3002<\/p>\n<p>\u4e0b\u9762\u8fd9\u5f20\u56fe\u628a\u8fd9\u4ef6\u4e8b\u753b\u5728\u4e86\u4e00\u8d77\uff1a<\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/oss-en.zhiduoduo.ai:8080\/27f26396.png\"><\/p>\n<p>\u56fe\u4e2d\u865a\u7ebf\u4ee3\u8868\u4e8b\u4ef6\u6d41\uff0c\u6240\u6709\u8282\u70b9\u90fd\u5411\u65e5\u5fd7\u670d\u52a1\u6c47\u96c6\u3002\u6ce8\u610f\uff1a<strong>\u4e8b\u4ef6\u6d41\u7684\u65b9\u5411\u662f\u8282\u70b9 \u2192 \u65e5\u5fd7\u670d\u52a1<\/strong>\uff0c\u5b83\u72ec\u7acb\u4e8e\u7236\u5b50\u901a\u8baf\u901a\u9053\uff0c\u4e0d\u4f1a\u4fb5\u5360\u7f16\u6392\u56de\u8def\u3002\u53ef\u4ee5\u7406\u89e3\u4e3a\u540c\u4e00\u4efd\u8fd0\u884c\u8fc7\u7a0b\u88ab\u590d\u5236\u4e86\u4e00\u4efd&quot;\u65c1\u8def\u8bb0\u5f55&quot;\u3002<\/p>\n<p>\u8fd9\u79cd\u8bbe\u8ba1\u6709\u4e24\u4e2a\u597d\u5904\uff1a<\/p>\n<ul>\n<li>\u4e8b\u4ef6\u6d41\u662f\u53ea\u8bfb\u526f\u672c\uff0c\u5bf9\u8fd0\u884c\u65f6\u51e0\u4e4e\u6ca1\u6709\u53cd\u4f5c\u7528\uff1b<\/li>\n<li>\u4efb\u52a1\u7ed3\u675f\u540e\uff0c\u6574\u68f5\u4efb\u52a1\u6811\u4ecd\u7136\u53ef\u4ee5\u4ece\u65e5\u5fd7\u4e2d\u5b8c\u6574\u91cd\u5efa\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"82_%E6%97%A5%E5%BF%97%E6%9C%8D%E5%8A%A1%EF%BC%9A%E6%8A%8A%E4%BA%8B%E4%BB%B6%E6%8C%89%E4%BB%BB%E5%8A%A1%E6%A0%91%E9%87%8D%E7%BB%84\"><\/span>8.2 \u65e5\u5fd7\u670d\u52a1\uff1a\u628a\u4e8b\u4ef6\u6309\u4efb\u52a1\u6811\u91cd\u7ec4<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u65e5\u5fd7\u670d\u52a1\u63a5\u5230\u4e8b\u4ef6\u540e\uff0c\u4f1a\u6309\u7167 <code>client_agent_name<\/code> \u548c\u7236\u5b50\u5173\u7cfb\u628a\u4e8b\u4ef6\u6d41\u91cd\u65b0\u7ec4\u7ec7\u6210\u4e00\u68f5\u4efb\u52a1\u6811\u3002\u5b83\u505a\u4e86\u4e09\u4ef6\u4e8b\uff1a<\/p>\n<ol>\n<li>\u6309\u65f6\u95f4\u5e8f\u4fdd\u7559\u6bcf\u4e2a\u8282\u70b9\u7684\u8fc7\u7a0b\u4e8b\u4ef6\uff1b<\/li>\n<li>\u6309\u7236\u5b50\u8fb9\u6c47\u805a\u901a\u8baf\u6d88\u606f\uff08\u6309 <code>message<\/code> \/ <code>notify<\/code> \/ <code>ask<\/code> \/ <code>query<\/code> \u5206\u7c7b\uff09\uff1b<\/li>\n<li>\u7ef4\u62a4\u8282\u70b9\u72b6\u6001\uff08\u8fd0\u884c\u4e2d \/ \u5b8c\u6210 \/ \u53d6\u6d88\uff09\u548c\u8fb9\u7684\u7d2f\u8ba1\u8ba1\u6570\u3002<\/li>\n<\/ol>\n<p>\u5230\u8fd9\u4e00\u6b65\uff0c\u539f\u672c\u6563\u843d\u7684\u4e8b\u4ef6\u5df2\u7ecf\u88ab\u7ec4\u7ec7\u6210\u53ef\u67e5\u8be2\u7684\u7ed3\u6784\u5316\u6570\u636e\u3002\u4f46\u8fd8\u4e0d\u80fd\u76f4\u63a5&quot;\u88ab\u4eba\u8bfb\u61c2&quot;\u2014\u2014\u8fd9\u662f Inspector \u7684\u5de5\u4f5c\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"83_Runtime_Inspector%EF%BC%9A%E6%8A%8A%E6%95%B0%E6%8D%AE%E7%BF%BB%E8%AF%91%E6%88%90%E5%8F%AF%E8%AF%BB%E8%A7%86%E5%9B%BE\"><\/span>8.3 Runtime Inspector\uff1a\u628a\u6570\u636e\u7ffb\u8bd1\u6210\u53ef\u8bfb\u89c6\u56fe<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Inspector \u4e0d\u9700\u8981\u590d\u6742\u7684\u5c55\u793a\u8bbe\u8ba1\uff0c\u5b83\u53ea\u505a\u4e00\u4ef6\u4e8b\uff1a<strong>\u628a\u65e5\u5fd7\u670d\u52a1\u91cc\u7684\u7ed3\u6784\u5316\u6570\u636e\u7ffb\u8bd1\u6210\u4eba\u80fd\u7406\u89e3\u7684\u51e0\u79cd\u89c6\u56fe<\/strong>\u3002<\/p>\n<p>\u56de\u770b\u672c\u6587\u5df2\u7ecf\u5f15\u7528\u8fc7\u7684 Inspector \u622a\u56fe\uff0c\u53ef\u4ee5\u770b\u5230\u5b83\u81f3\u5c11\u63d0\u4f9b\u4e86\u56db\u79cd\u4e3b\u8981\u89c6\u56fe\uff1a<\/p>\n<ul>\n<li><strong>\u62d3\u6251\u89c6\u56fe<\/strong>\uff08\u5982\u7b2c 2 \u7ae0\u7684\u603b\u89c8\u6811\u622a\u56fe\uff09\uff1a\u628a\u8282\u70b9\u548c\u7236\u5b50\u8fb9\u53ef\u89c6\u5316\u4e3a\u4efb\u52a1\u6811\uff0c\u8282\u70b9\u4e0a\u5c55\u793a\u72b6\u6001\u5fbd\u6807\uff0c\u8fb9\u4e0a\u5c55\u793a\u901a\u8baf\u8ba1\u6570\u3002<\/li>\n<li><strong>\u8282\u70b9\u8fc7\u7a0b\u89c6\u56fe<\/strong>\uff08\u5982\u7b2c 6 \u7ae0\u7684\u4e24\u5f20\u8fc7\u7a0b\u9762\u677f\u622a\u56fe\uff09\uff1a\u9009\u4e2d\u4e00\u4e2a\u8282\u70b9\u540e\u5c55\u5f00\u5b83\u7684 <code>Agent process<\/code> \u4e0e <code>Reasoning summary<\/code>\u3002<\/li>\n<li><strong>\u901a\u8baf\u89c6\u56fe<\/strong>\uff08\u5982\u7b2c 7 \u7ae0\u7684\u4e24\u5f20 Communication \u622a\u56fe\uff09\uff1a\u9009\u4e2d\u4e00\u6761\u7236\u5b50\u8fb9\u540e\u5c55\u5f00 <code>ask<\/code> \/ <code>query<\/code> \/ <code>notify<\/code> \/ <code>message<\/code> \u7684\u7d2f\u8ba1\u660e\u7ec6\u3002<\/li>\n<li><strong>\u5de5\u5177\u7011\u5e03\u4e0e\u62a5\u544a<\/strong>\uff1a\u628a\u5355\u8282\u70b9\u5185\u90e8\u7684\u5de5\u5177\u8c03\u7528\u6309\u65f6\u95f4\u5e8f\u5c55\u5f00\uff0c\u5e76\u6700\u7ec8\u6c47\u603b\u4e3a\u62a5\u544a\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u56db\u79cd\u89c6\u56fe\u521a\u597d\u5bf9\u5e94\u4efb\u52a1\u4ece&quot;\u9e1f\u77b0\u62d3\u6251&quot;\u4e0b\u94bb\u5230&quot;\u5355\u8fb9\u660e\u7ec6&quot;\u518d\u5230&quot;\u5355\u8282\u70b9\u8fc7\u7a0b&quot;\u7684\u5c42\u5c42\u5206\u8fa8\u7387\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"84_%E4%B8%89%E5%8F%A5%E8%AF%9D%E8%AE%B2%E6%B8%85%E8%A7%82%E6%B5%8B%E7%9A%84%E4%BD%8D%E7%BD%AE\"><\/span>8.4 \u4e09\u53e5\u8bdd\u8bb2\u6e05\u89c2\u6d4b\u7684\u4f4d\u7f6e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e0b\u9762\u8fd9\u5f20\u56fe\u628a\u6574\u6761\u89c2\u6d4b\u94fe\u8def\u538b\u7f29\u6210\u4e09\u5c42\u58f0\u660e\uff1a<\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/oss-en.zhiduoduo.ai:8080\/e33ff7dc.png\"><\/p>\n<ul>\n<li><strong>Configuration declares the network<\/strong> \u2014\u2014 \u7f51\u7edc\u7531\u914d\u7f6e\u58f0\u660e\uff1b<\/li>\n<li><strong>Runtime instantiates the agents<\/strong> \u2014\u2014 Agent \u7531\u8fd0\u884c\u65f6\u5b9e\u4f8b\u5316\uff1b<\/li>\n<li><strong>Inspector observes the conversation<\/strong> \u2014\u2014 \u5bf9\u8bdd\u7531 Inspector \u89c2\u5bdf\u5e76\u590d\u76d8\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u4e09\u53e5\u8bdd\u672c\u8eab\u5c31\u662f A2A \u7cfb\u7edf\u7684\u8bbe\u8ba1\u7eaa\u5f8b\uff1a\u914d\u7f6e\u4e0d\u53ea\u662f\u53c2\u6570\u8868\uff0c\u5b83\u58f0\u660e\u4e86\u62d3\u6251\uff1b\u8fd0\u884c\u65f6\u4e0d\u53ea\u662f\u6267\u884c\u5668\uff0c\u5b83\u628a\u58f0\u660e\u843d\u6210\u5b9e\u4f8b\uff1bInspector \u4e0d\u53ea\u662f\u770b\u677f\uff0c\u5b83\u628a\u5b9e\u4f8b\u8fd8\u539f\u6210\u53ef\u89e3\u91ca\u7684\u5bf9\u8c61\u3002<\/p>\n<p>\u89c2\u6d4b\u5e73\u9762\u8ba9\u591aAgent \u7cfb\u7edf\u4ece&quot;\u80fd\u8dd1&quot;\u53d8\u6210&quot;\u80fd\u7ef4\u62a4&quot;\u3002\u4efb\u610f\u4e00\u6b21\u4efb\u52a1\u7ed3\u675f\u540e\uff0c\u6574\u68f5\u4efb\u52a1\u6811\u90fd\u53ef\u4ee5\u88ab\u56de\u653e\uff1b\u4efb\u610f\u4e00\u6761\u7236\u5b50\u8fb9\u90fd\u53ef\u4ee5\u88ab\u6253\u5f00\u770b\u901a\u8baf\u660e\u7ec6\uff1b\u4efb\u610f\u4e00\u4e2a\u8282\u70b9\u90fd\u53ef\u4ee5\u4e0b\u94bb\u5230\u5de5\u5177\u7011\u5e03\u4e0e\u63a8\u7406\u6458\u8981\u3002<\/p>\n<pre><code class=\"language-mermaid\">flowchart TD\n    A[&quot;\u5ba2\u6237\u7aef Agent&quot;] --&gt; B[&quot;\u4e2d\u67a2 Agent&quot;]\n    B --&gt; C[&quot;\u6280\u80fd Agent&quot;]\n    A -. \u4e8b\u4ef6\u6d41 .-&gt; D[&quot;\u65e5\u5fd7\u670d\u52a1&quot;]\n    B -. \u4e8b\u4ef6\u6d41 .-&gt; D\n    C -. \u4e8b\u4ef6\u6d41 .-&gt; D\n    D --&gt; E[&quot;Runtime Inspector&quot;]\n    E --&gt; F[&quot;\u62d3\u6251\u89c6\u56fe&quot;]\n    E --&gt; G[&quot;\u901a\u8baf\u89c6\u56fe&quot;]\n    E --&gt; H[&quot;\u5de5\u5177\u7011\u5e03 \/ \u62a5\u544a&quot;]<\/code><\/pre>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"9_%E4%BC%98%E7%82%B9%E3%80%81%E4%BB%A3%E4%BB%B7%E4%B8%8E%E9%80%82%E7%94%A8%E8%BE%B9%E7%95%8C\"><\/span>9. \u4f18\u70b9\u3001\u4ee3\u4ef7\u4e0e\u9002\u7528\u8fb9\u754c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u628a\u4e94\u4e2a\u5e73\u9762\u62fc\u8d77\u6765\u4ee5\u540e\uff0c\u56de\u5934\u770b\u8fd9\u5957\u8bbe\u8ba1\u7684\u5de5\u7a0b\u4ef7\u503c\u5c31\u6bd4\u8f83\u6e05\u6670\u4e86\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"91_%E4%BC%98%E7%82%B9\"><\/span>9.1 \u4f18\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>\u89d2\u8272\u8fb9\u754c\u6e05\u6670<\/strong>\u3002\u5165\u53e3\u3001\u4e2d\u67a2\u3001\u6267\u884c\u4e09\u5c42\u5404\u53f8\u5176\u804c\uff0c\u4e0d\u4f1a\u628a\u5168\u90e8\u804c\u8d23\u91cd\u65b0\u7cca\u6210\u4e00\u4e2a\u8d85\u5927 Agent\u3002Skill \u5c42 <code>system_prompt_user<\/code> \u4e2d\u7684&quot;\u7edd\u5bf9\u7981\u533a&quot;\u662f\u8fd9\u79cd\u7eaa\u5f8b\u7684\u786c\u7ea6\u675f\u3002<\/li>\n<li><strong>\u7f51\u7edc\u5f62\u6001\u53ef\u91cd\u7ec4<\/strong>\u3002\u4ece&quot;\u5c42\u7ea7\u59d4\u6d3e\u6811&quot;\u5207\u5230&quot;\u6247\u51fa\u641c\u7d22\u6811&quot;\u4e0d\u9700\u8981\u91cd\u5199\u4ee3\u7801\uff0c\u53ea\u9700\u8981\u5728\u88c5\u914d\u5c42\u91cd\u5199\u914d\u7f6e\uff08\u751a\u81f3\u53ea\u662f\u5207\u6362\u4e00\u4efd <code>topo.yaml<\/code>\uff09\u3002<\/li>\n<li><strong>\u4efb\u52a1\u59d4\u6d3e\u53ef\u8ffd\u8e2a<\/strong>\u3002\u8c01\u628a\u4efb\u52a1\u4ea4\u7ed9\u8c01\u3001\u8c01\u5728\u7b49\u5f85\u8c01\u3001\u8c01\u56de\u6765\u4e86\u4ec0\u4e48\u7ed3\u679c\uff0c\u90fd\u4e0d\u662f\u9690\u542b\u903b\u8f91\uff0c\u800c\u662f Inspector \u4e0a\u53ef\u76f4\u63a5\u6253\u5f00\u7684\u5bf9\u8c61\u3002<\/li>\n<li><strong>\u8fd0\u884c\u884c\u4e3a\u53ef\u590d\u76d8<\/strong>\u3002\u4e8b\u4ef6\u6d41 + \u65e5\u5fd7\u670d\u52a1 + Inspector \u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u56de\u653e\u80fd\u529b\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"92_%E4%BB%A3%E4%BB%B7\"><\/span>9.2 \u4ee3\u4ef7<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>\u914d\u7f6e\u6cbb\u7406\u53d8\u91cd<\/strong>\u3002\u5f53\u7f51\u7edc\u5f62\u6001\u591a\u3001\u89d2\u8272\u7ec6\u65f6\uff0c\u914d\u7f6e\u672c\u8eab\u4f1a\u53d8\u6210\u9700\u8981\u4e13\u95e8\u8bbe\u8ba1\u4e0e\u7ef4\u62a4\u7684\u8d44\u4ea7\uff0c\u5305\u62ec\u547d\u540d\u7ea6\u5b9a\u3001\u7248\u672c\u7ba1\u7406\u3001\u8de8\u914d\u7f6e\u4e00\u81f4\u6027\u6821\u9a8c\u7b49\u3002<\/li>\n<li><strong>\u6570\u636e\u5e73\u9762\u4e0d\u53ef\u7701\u7565<\/strong>\u3002\u65e5\u5fd7\u670d\u52a1\u548c\u89c2\u6d4b\u5e73\u9762\u4e0d\u662f\u53ef\u9009\u9644\u4ef6\uff0c\u5b83\u4eec\u662f\u7cfb\u7edf\u4ece\u7b2c\u4e00\u5929\u8d77\u5c31\u5fc5\u987b\u627f\u62c5\u7684\u57fa\u7840\u8bbe\u65bd\u6210\u672c\u3002<\/li>\n<li><strong>\u534f\u8c03\u5f00\u9500\u968f\u4e2d\u95f4\u5c42\u589e\u52a0\u800c\u4e0a\u5347<\/strong>\u3002\u4e2d\u95f4\u5c42\u8d8a\u591a\uff0c\u8def\u5f84\u8d8a\u957f\uff0c\u6bcf\u4e00\u6b21\u4efb\u52a1\u59d4\u6d3e\u4e0e\u56de\u6536\u90fd\u4f1a\u7ecf\u8fc7\u66f4\u591a\u7684\u8fb9\u3002\u591aAgent \u4e0d\u4f1a\u81ea\u52a8\u53d8\u9ad8\u6548\u2014\u2014\u62c6\u5f97\u8fc7\u7ec6\uff0c\u65f6\u95f4\u4f1a\u88ab\u8017\u5728\u534f\u8c03\u4e0a\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"93_%E9%80%82%E7%94%A8%E8%BE%B9%E7%95%8C\"><\/span>9.3 \u9002\u7528\u8fb9\u754c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5224\u65ad\u4e00\u4e2a\u4efb\u52a1\u662f\u5426\u9002\u5408\u7528\u8fd9\u5957\u67b6\u6784\uff0c\u53ef\u4ee5\u53c2\u8003\u4e24\u6761\u7ecf\u9a8c\uff1a<\/p>\n<ul>\n<li><strong>\u9002\u5408<\/strong>\uff1a\u641c\u7d22\u7a7a\u95f4\u4e0d\u786e\u5b9a\u3001\u8def\u5f84\u7ade\u4e89\u660e\u663e\u3001\u9700\u8981\u4e0d\u540c\u4e13\u5bb6\u5206\u522b\u4e0b\u94bb\u7684\u4efb\u52a1\u3002\u4f8b\u5982\u591a\u5206\u652f\u6e17\u900f\u641c\u7d22\u3001\u8de8\u4e13\u5bb6\u534f\u540c\u5206\u6790\u7b49\u3002<\/li>\n<li><strong>\u4e0d\u9002\u5408<\/strong>\uff1a\u903b\u8f91\u8def\u5f84\u77ed\u3001\u51e0\u4e4e\u4e0d\u9700\u8981\u62c6\u5206\u3001\u5355\u4e2a Agent \u4e00\u6b21\u5c31\u80fd\u7a33\u5b9a\u5b8c\u6210\u7684\u4efb\u52a1\u3002\u5f3a\u884c\u62c6\u5206\u53ea\u4f1a\u5f15\u5165\u7eaf\u7cb9\u7684\u534f\u8c03\u5f00\u9500\u3002<\/li>\n<\/ul>\n<pre><code class=\"language-mermaid\">quadrantChart\n    title &quot;\u591aAgent A2A \u8bbe\u8ba1\u7684\u9002\u7528\u6027&quot;\n    x-axis &quot;\u62c6\u5206\u4ef7\u503c\u4f4e&quot; --&gt; &quot;\u62c6\u5206\u4ef7\u503c\u9ad8&quot;\n    y-axis &quot;\u8def\u5f84\u786e\u5b9a&quot; --&gt; &quot;\u8def\u5f84\u4e0d\u786e\u5b9a&quot;\n    quadrant-1 &quot;\u6700\u9002\u5408&quot;\n    quadrant-2 &quot;\u53ef\u7528\u4f46\u672a\u5fc5\u5fc5\u8981&quot;\n    quadrant-3 &quot;\u5bb9\u6613\u8fc7\u5ea6\u8bbe\u8ba1&quot;\n    quadrant-4 &quot;\u9002\u5408\u8f7b\u91cf\u7f16\u6392&quot;\n    &quot;\u591a\u5206\u652f\u6e17\u900f\u641c\u7d22&quot;: [0.85, 0.85]\n    &quot;\u8de8\u4e13\u5bb6\u534f\u540c\u5206\u6790&quot;: [0.75, 0.72]\n    &quot;\u5355\u76ee\u6807\u6df1\u5ea6\u6267\u884c&quot;: [0.65, 0.45]\n    &quot;\u4e00\u6b21\u6027\u77ed\u95ee\u7b54&quot;: [0.15, 0.15]<\/code><\/pre>\n<p>\u591aAgent \u4e0d\u662f\u66f4\u9ad8\u7ea7\u7684\u9ed8\u8ba4\u7b54\u6848\u3002\u5b83\u53ea\u662f\u66f4\u9002\u5408<strong>\u4efb\u52a1\u9700\u8981\u88ab\u7ec4\u7ec7\u8d77\u6765<\/strong>\u7684\u90a3\u4e00\u7c7b\u95ee\u9898\u3002<\/p>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"10_%E7%BB%93%E8%AF%AD\"><\/span>10. \u7ed3\u8bed<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u56de\u5230\u5f00\u5934\u90a3\u4e2a\u95ee\u9898\uff1a\u591aAgent \u7cfb\u7edf\u771f\u6b63\u96be\u7684\u90e8\u5206\u662f\u4ec0\u4e48\u3002<\/p>\n<p>\u4e0d\u662f&quot;\u591a&quot;\u3002\u662f\u628a&quot;\u591a&quot;\u8f6c\u5316\u6210\u53ef\u88ab\u58f0\u660e\u3001\u53ef\u88ab\u8c03\u5ea6\u3001\u53ef\u88ab\u901a\u8baf\u3001\u53ef\u88ab\u89c2\u6d4b\u7684\u7ed3\u6784\u3002<\/p>\n<ul>\n<li><strong>\u88c5\u914d\u5e73\u9762<\/strong>\u8ba9\u7f51\u7edc\u7ed3\u6784\u8131\u79bb\u5b9e\u73b0\uff0c\u7531\u914d\u7f6e\u627f\u62c5\u5851\u5f62\u804c\u8d23\uff1b<\/li>\n<li><strong>\u63a7\u5236\u5e73\u9762<\/strong>\u8ba9\u4efb\u52a1\u7684\u8fdb\u5165\u4e0e\u6c47\u603b\u6709\u660e\u786e\u5f52\u5c5e\uff1b<\/li>\n<li><strong>\u7f16\u6392\u5e73\u9762<\/strong>\u8ba9\u4e2d\u67a2\u4ee5\u663e\u5f0f\u52a8\u4f5c\u628a\u4efb\u52a1\u5207\u7ec6\u3001\u628a\u7ed3\u679c\u7f1d\u5408\uff1b<\/li>\n<li><strong>\u901a\u8baf\u5e73\u9762<\/strong>\u7528\u56db\u79cd\u8bed\u4e49\u628a\u7236\u5b50\u8fb9\u53d8\u6210\u6709\u534f\u8bae\u7684\u8bed\u4e49\u901a\u9053\uff0c\u5e76\u4ee5&quot;\u4ec5\u7236\u5b50\u53ef\u901a\u8baf&quot;\u4f5c\u4e3a\u4e0d\u53ef\u59a5\u534f\u7684\u7269\u7406\u7ea6\u675f\uff1b<\/li>\n<li><strong>\u89c2\u6d4b\u5e73\u9762<\/strong>\u628a\u5206\u5e03\u5f0f\u8fd0\u884c\u6001\u7ffb\u8bd1\u6210\u53ef\u8bfb\u3001\u53ef\u56de\u653e\u3001\u53ef\u4e0b\u94bb\u7684\u5bf9\u8c61\u3002<\/li>\n<\/ul>\n<p>\u4e00\u53e5\u8bdd\u538b\u7f29\u8fd9\u5957\u8bbe\u8ba1\uff1a<\/p>\n<blockquote>\n<p><strong>\u4ee3\u7801\u8d1f\u8d23\u5f15\u64ce\uff0c\u914d\u7f6e\u8d1f\u8d23\u7ec4\u7ec7\uff0c\u8fd0\u884c\u65f6\u524d\u7aef\u8d1f\u8d23\u628a\u9ed1\u76d2\u91cd\u65b0\u53d8\u6210\u53ef\u89e3\u91ca\u7cfb\u7edf\u3002<\/strong><\/p>\n<\/blockquote>\n<p>\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u591aAgent \u624d\u771f\u6b63\u5f00\u59cb\u53d8\u6210\u4e00\u4e2a\u7cfb\u7edf\uff1b\u505a\u4e0d\u5230\uff0c\u5b83\u5c31\u53ea\u662f\u628a\u85cf\u5728\u4e00\u4e2a\u5927 Prompt \u91cc\u7684\u6df7\u4e71\uff0c\u62c6\u6210\u4e86\u82e5\u5e72\u4e2a\u4e92\u76f8\u4e0d\u53ef\u89c1\u7684\u5c0f\u9ed1\u76d2\u3002<\/p>\n<p>\u8fd9\u662f\u4e00\u9053\u5206\u6c34\u5cad\u3002<\/p>\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>\u8c08\u591aAgent\uff0c\u5bb9\u6613\u4f1a\u628a\u7126\u70b9\u653e\u5728&#8221;\u591a&#8221;\u3002Agent \u6570\u91cf\u66f4\u591a\u3001\u89d2\u8272\u66f4\u7ec6\uff0c\u4f3c\u4e4e\u7cfb\u7edf\u5c31\u4f1a\u81ea\u7136\u53d8\u5f3a\u3002<br \/>\n\u628a\u7cfb\u7edf\u771f\u6b63\u8dd1\u8d77\u6765\u4e4b\u540e\uff0c\u74f6\u9888\u5f88\u5c11\u51fa\u73b0\u5728&#8221;\u591a&#8221;\u3002<br \/>\n\u66f4\u96be\u5904\u7406\u7684\u662f\u53e6\u5916\u51e0\u4ef6\u4e8b<\/p>\n","protected":false},"author":1,"featured_media":1051,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[322],"tags":[],"class_list":["post-1050","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v16.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>A2A \u4f53\u7cfb\u5316\u8bbe\u8ba1\u5b9e\u8df5 - Wayne&#039;s Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/weizn.net\/?p=1050\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A2A \u4f53\u7cfb\u5316\u8bbe\u8ba1\u5b9e\u8df5 - Wayne&#039;s Blog\" 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