{"id":11258,"date":"2026-08-21T00:46:38","date_gmt":"2026-08-20T16:46:38","guid":{"rendered":"https:\/\/infernews.com\/blog\/skillgate\/"},"modified":"2026-08-21T00:46:38","modified_gmt":"2026-08-20T16:46:38","slug":"skillgate","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/skillgate\/","title":{"rendered":"SkillGate\uff1a9B \u6a21\u578b\u4fee\u88dc\u4efb\u52d9\u4e2d\u7684\u6280\u80fd"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/demo.gif\" alt=\"SkillGate mechanism demo\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">SkillGate \u662f\u4e00\u5957\u7528\u4f86\u8a13\u7df4 agent \u9078\u6280\u80fd\u7684\u958b\u6e90\u65b9\u6cd5\uff0c\u8655\u7406\u7684\u662f\u9577\u93c8\u4efb\u52d9\u88e1\u300c\u63c0\u5571\u6280\u80fd\u300d\u6bd4\u300c\u505a\u5b8c\u52d5\u4f5c\u300d\u66f4\u96e3\u5b78\u7684\u554f\u984c\u3002\u5b83\u628a\u6280\u80fd\u8b80\u53d6\u8996\u70ba\u4e2d\u9014\u6c7a\u7b56\uff0c\u907f\u514d\u55ae\u9760\u7d50\u679c\u734e\u52f5\u53bb\u53cd\u63a8\u6574\u689d\u8def\u5f91\uff0c\u4ee4\u9078\u64c7\u6280\u80fd\u7684 token \u4e0d\u518d\u88ab\u5f8c\u6bb5\u57f7\u884c\u8a0a\u865f\u6c96\u6de1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">SkillGate \u540c\u6642\u5206\u51fa\u5169\u689d\u4e92\u4e0d\u5e72\u64fe\u7684\u4fe1\u7528\u8def\u5f91\uff1a\u7d50\u679c\u5206\u6578\u53ea\u56de\u50b3\u5230\u57f7\u884c token\uff0c\u800c\u52d5\u4f5c\u5c40\u90e8\u7684\u512a\u52e2\u503c\u53ea\u56de\u5230\u6280\u80fd\u540d\u7a31 token\u3002\u9019\u6a23\u505a\u7684\u76ee\u7684\uff0c\u662f\u8b93\u6a21\u578b\u5728\u8b80\u6280\u80fd\u6587\u4ef6\u6642\u5f97\u5230\u66f4\u76f4\u63a5\u7684\u5b78\u7fd2\u8a0a\u865f\uff0c\u800c\u4e0d\u662f\u7b49\u6574\u6bb5\u4efb\u52d9\u6210\u6557\u53bb\u9593\u63a5\u4fee\u6b63\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u8005\u505a\u4e86 12,800 \u689d\u8a13\u7df4\u8ecc\u8de1\u5206\u6790\uff0c\u6307\u51fa\u6280\u80fd\u9078\u64c7 token \u7684\u640d\u5931\u6b0a\u91cd\u4e2d\u4f4d\u6578\u53ea\u6709 0.14%\uff0c\u800c\u4e14\u4e0d\u5c11\u6a23\u672c\u7684\u512a\u52e2\u503c\u6703\u56e0\u70ba\u5f8c\u6bb5\u5931\u6557\u800c\u8b8a\u6210\u8ca0\u503c\u3002\u9019\u985e\u300cselector credit starvation\u300d\u554f\u984c\uff0c\u6b63\u662f SkillGate \u60f3\u4fee\u6b63\u7684\u6838\u5fc3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u4e94\u500b agentic \u57fa\u6e96\u4e0a\uff0c9B \u898f\u6a21\u7248\u672c\u9304\u5f97 53.2% \u8a66\u9a57\u6210\u529f\u7387\uff0c\u5c6c\u65bc\u540c\u7d1a\u88e1\u8f03\u5f37\u7684\u7d50\u679c\u3002\u8cc7\u6599\u96c6\u548c\u6a21\u578b\u90fd\u5df2\u516c\u958b\uff0c\u8a13\u7df4\u8207\u8a55\u4f30\u4ea6\u914d\u5408\u5b57\u7bc0\u5c0d\u9f4a\u7684\u5be6\u969b\u63d0\u793a\u8a5e\u6d41\u7a0b\uff0c\u9069\u5408\u505a agent \u8a13\u7df4\u3001\u6280\u80fd\u5eab\u7ba1\u7406\uff0c\u6216\u8005\u7814\u7a76\u9577\u93c8\u5f37\u5316\u5b78\u7fd2\u7684\u4eba\u53c3\u8003\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u628a\u6280\u80fd\u9078\u64c7\u540c\u4efb\u52d9\u57f7\u884c\u5206\u958b\u8a08\u5206\uff0c\u6e1b\u5c11\u4fe1\u7528\u7a00\u91cb<\/li>\n<li>\u91dd\u5c0d mid-episode \u6280\u80fd\u8b80\u53d6\u6c7a\u7b56\uff0c\u4e0d\u53ea\u770b\u6700\u7d42\u6210\u6557<\/li>\n<li>9B \u7248\u672c\u5728\u4e94\u500b agentic \u57fa\u6e96\u4e0a\u6709 53.2% \u6210\u529f\u7387<\/li>\n<li>\u516c\u958b\u4e86\u6a21\u578b\u540c\u8cc7\u6e90\uff0c\u65b9\u4fbf\u91cd\u73fe\u540c\u985e\u8a13\u7df4\u6d41\u7a0b<\/li>\n<li>\u5c0d\u9700\u8981\u5927\u91cf\u6280\u80fd\u5eab\u7684 agent \u7cfb\u7d71\u8f03\u6709\u53c3\u8003\u50f9\u503c<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/DeepExperience\/SkillGate\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/simonlqy\/SkillGate-9B\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>SkillGate 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