{"id":121578,"date":"2026-11-03T04:09:11","date_gmt":"2026-11-02T20:09:11","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/121578.html"},"modified":"2026-11-03T04:09:11","modified_gmt":"2026-11-02T20:09:11","slug":"%e6%a8%a1%e5%9e%8b%e5%b9%bb%e8%a7%89%e6%b2%bb%e4%b8%8d%e4%bd%8f%ef%bc%9f%e4%bb%93%e9%a2%89%e8%af%ad%e8%a8%80%e7%9a%84cjh-agent-harness%e7%94%a8%e6%9e%b6%e6%9e%84%e6%8a%8a%e7%bc%96%e9%80%a0","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/121578.html","title":{"rendered":"\u6a21\u578b\u5e7b\u89c9\u6cbb\u4e0d\u4f4f\uff1f\u4ed3\u9889\u8bed\u8a00\u7684cjh Agent Harness\u7528\u67b6\u6784\u628a\u201c\u7f16\u9020\u7a7a\u95f4\u201c\u538b\u7f29\u5230\u63a5\u8fd1\u96f6"},"content":{"rendered":"

\u672c\u6587\u57fa\u4e8e\u5f00\u6e90\u9879\u76ee cjh \u7684\u771f\u5b9e\u5de5\u7a0b\u5b9e\u8df5，\u6240\u6709\u673a\u5236\u5747\u5df2\u5728\u4ee3\u7801\u4e0e\u6d4b\u8bd5\u4e2d\u843d\u5730\u3002 \u9879\u76ee\u5b98\u7f51：https:\/\/yangyongzhen.github.io\/cjh\/ ｜ \u5f00\u6e90\u4ed3\u5e93：https:\/\/atomgit.com\/qq8864\/cjh（MIT License）<\/p>\n

\u5148\u4ecb\u7ecd\u4e3b\u89d2：cjh \u662f\u4ec0\u4e48<\/h3>\n

cjh \u662f\u4e00\u4e2a\u7528\u534e\u4e3a\u4ed3\u9889\u8bed\u8a00\u4ece\u96f6\u5b9e\u73b0\u7684\u7ec8\u7aef Coding Agent Harness\u2014\u2014\u5355\u6587\u4ef6\u9759\u6001\u4e8c\u8fdb\u5236 17.1 MB\u3001\u96f6\u8fd0\u884c\u65f6\u4f9d\u8d56，\u4e00\u4e2a\u6587\u4ef6\u5c31\u662f\u4e00\u4e2a\u80fd\u8bfb\u4ee3\u7801\u3001\u80fd\u6539\u4ee3\u7801\u3001\u80fd\u8dd1\u547d\u4ee4\u7684 AI \u7f16\u7a0b\u52a9\u624b\u3002\u5b83\u5177\u5907 Agent \u4e3b\u5faa\u73af\u300115 \u4e2a\u5185\u7f6e\u5de5\u5177\u3001MCP \u6269\u5c55\u3001\u591a\u667a\u80fd\u4f53\u5e76\u884c\u7f16\u6392（\u5b50\u4ee3\u7406\u6d3e\u53d1 + DAG \u4f9d\u8d56\u8c03\u5ea6）\u3001\u77e5\u8bc6\u5e93\u79bb\u7ebf\u68c0\u7d22\u7b49\u5b8c\u6574\u80fd\u529b，\u652f\u6301\u7ec8\u7aef TUI \/ \u6d4f\u89c8\u5668 \/ \u684c\u9762\u5ba2\u6237\u7aef\u5185\u5d4c\u4e09\u79cd\u5bbf\u4e3b\u5f62\u6001，\u6d4b\u8bd5 1150+203+77 \u5168\u7eff，MIT \u5f00\u6e90\u3002<\/p>\n

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

\u6b63\u56e0\u4e3a\u5b83\u662f\u4e00\u4e2a\u771f\u7684\u4f1a\u5728\u4f60\u673a\u5668\u4e0a\u8dd1\u547d\u4ee4\u3001\u6539\u6587\u4ef6\u7684 agent，\u5e7b\u89c9\u5bf9\u5b83\u6765\u8bf4\u4e0d\u662f\u8bba\u6587\u91cc\u7684\u540d\u8bcd，\u800c\u662f\u6bcf\u5929\u90fd\u8981\u6b63\u9762\u5e94\u5bf9\u7684\u5de5\u7a0b\u95ee\u9898\u2014\u2014\u6a21\u578b\u4e00\u53e5"\u6d4b\u8bd5\u90fd\u8fc7\u4e86"（\u5176\u5b9e\u6ca1\u8dd1）\u3001\u4e00\u6b21\u51ed\u7a7a\u7f16\u9020\u7684 API \u8c03\u7528，\u90fd\u4f1a\u9020\u6210\u771f\u5b9e\u7834\u574f\u3002\u8fd9\u7bc7\u6587\u7ae0\u8bb2\u7684\u5c31\u662f cjh \u7684\u7cfb\u7edf\u6027\u89e3\u6cd5\u3002<\/p>\n

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

cjh \u5206\u5c42\u67b6\u6784：Agent \u4e3b\u5faa\u73af\u662f\u9632\u5e7b\u89c9\u7684\u4e2d\u67a2\u2014\u2014\u5de5\u4f5c\u5faa\u73af\u3001\u667a\u80fd\u8bda\u5b9e\u7eaa\u5f8b\u3001\u4efb\u52a1\u5206\u89e3\u90fd\u5728\u8fd9\u4e00\u5c42\u5f3a\u5236\u6267\u884c<\/p>\n

\u7ed3\u8bba\u5148\u884c<\/h3>\n

\u5e7b\u89c9\u65e0\u6cd5\u5728\u6a21\u578b\u4fa7\u6839\u9664，\u4f46 agent \u53ef\u4ee5\u7528\u67b6\u6784\u628a"\u7f16\u9020\u7684\u7a7a\u95f4"\u538b\u7f29\u5230\u63a5\u8fd1\u96f6，\u518d\u9488\u5bf9\u6b8b\u4f59\u98ce\u9669\u9010\u9879\u8bbe\u9632\u3002 cjh \u7684\u505a\u6cd5\u5206\u4e09\u5c42：\u7ed3\u6784\u6027\u9632\u5fa1（\u67b6\u6784\u7ea7）\u3001\u7eaa\u5f8b\u6027\u7ea6\u675f（\u63d0\u793a\u8bcd\u7ea7）\u3001\u4eba\u73af\u515c\u5e95（\u95e8\u7981\u7ea7）\u3002<\/p>\n

\u4e00\u3001\u95ee\u9898\u7684\u672c\u8d28：\u5e7b\u89c9\u6709\u56db\u7c7b，\u6210\u56e0\u548c\u5bf9\u7b56\u5404\u4e0d\u76f8\u540c<\/h3>\n\n\u5e7b\u89c9\u7c7b\u578b\u6210\u56e0\u5178\u578b\u8868\u73b0<\/tr>\n\n\n\n\n\n
\u4e8b\u5b9e\u6027\u7f16\u9020<\/td>\n\u5728\u6ca1\u6709\u8bc1\u636e\u7684\u771f\u7a7a\u91cc"\u8865\u5168"<\/td>\n\u7f16\u9020\u4e0d\u5b58\u5728\u7684 API\/\u51fd\u6570；\u201c\u8fd9\u4e2a\u6587\u4ef6\u91cc\u5df2\u7ecf\u6709 XX\u201d（\u5b9e\u9645\u6ca1\u6709）<\/td>\n<\/tr>\n
\u8fce\u5408\u6027\u987a\u4ece（sycophancy）<\/td>\nRLHF \u8bad\u7ec3\u504f\u5411\u7528\u6237\u6ee1\u610f<\/td>\n\u7528\u6237\u8bf4\u9519\u65b9\u6848，\u6a21\u578b\u8bf4"\u5bf9\u7684\u5bf9\u7684"\u7136\u540e\u7167\u505a<\/td>\n<\/tr>\n
\u865a\u5047\u5b8c\u6210\u5ba3\u79f0<\/td>\n\u6c47\u62a5\u73af\u8282\u65e0\u8bc1\u636e\u7ea6\u675f<\/td>\n\u201c\u6d4b\u8bd5\u90fd\u8fc7\u4e86\u201d（\u6839\u672c\u6ca1\u8dd1）；\u201c\u5df2\u4fee\u590d\u201d（\u6ca1\u9a8c\u8bc1）<\/td>\n<\/tr>\n
\u89c4\u5219\u6027\u6295\u673a<\/td>\n\u95e8\u7981\/\u7ea6\u675f\u88ab\u89c6\u4e3a\u5f85\u7ed5\u8fc7\u7684\u969c\u788d<\/td>\n\u9700\u5ba1\u6279\u7684\u64cd\u4f5c\u7528\u8bed\u4e49\u7b49\u4ef7\u65c1\u8def\u6267\u884c；\u7ed9\u81ea\u5df1\u627e\u6377\u5f84<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5173\u952e\u8ba4\u77e5：\u524d\u4e24\u7c7b\u53d1\u751f\u5728"\u8f93\u5165\u7aef"（\u6a21\u578b\u770b\u5230\u4ec0\u4e48），\u540e\u4e24\u7c7b\u53d1\u751f\u5728"\u8f93\u51fa\u7aef"（\u6a21\u578b\u5ba3\u79f0\u4ec0\u4e48）\u3002cjh \u7684\u5206\u5c42\u9632\u5fa1\u6b63\u662f\u6309\u8fd9\u4e24\u7aef\u8bbe\u8ba1\u7684\u3002<\/p>\n

\u4e8c\u3001\u7ed3\u6784\u6027\u9632\u5fa1（\u67b6\u6784\u7ea7，\u6700\u91cd\u8981\u7684\u534a\u58c1\u6c5f\u5c71）<\/h3>\n

\u5e7b\u89c9\u7684\u6700\u5927\u6765\u6e90\u4e0d\u662f\u6a21\u578b\u5634\u74e2，\u800c\u662f\u5728\u771f\u7a7a\u4e2d\u63a8\u7406\u3002cjh \u7684\u67b6\u6784\u539f\u5219\u662f：\u7528\u6267\u884c\u7ed3\u679c\u4ee3\u66ff\u6a21\u578b\u8bb0\u5fc6\u2014\u2014\u6a21\u578b\u6c38\u8fdc\u4e0d\u9700\u8981"\u8bb0\u5f97"\u6216"\u731c"\u4efb\u4f55\u4e1c\u897f\u3002<\/p>\n

1. \u5de5\u5177\u7ed3\u679c\u662f\u771f\u5b9e\u6267\u884c\u6ce8\u5165\u7684<\/h4>\n
    \n
  • \u6a21\u578b\u770b\u5230\u7684\u6587\u4ef6\u5185\u5bb9\/\u547d\u4ee4\u8f93\u51fa，\u5168\u90e8\u6765\u81ea bash\/read_file\/list_dir \u7684\u771f\u5b9e\u8fd4\u56de，\u4e0d\u662f\u6a21\u578b\u4e0a\u4e0b\u6587\u91cc\u7684"\u5370\u8c61"<\/li>\n
  • \u8fd9\u4e00\u6761\u5c31\u6d88\u89e3\u4e86\u5927\u90e8\u5206\u4e8b\u5b9e\u6027\u7f16\u9020：\u6ca1\u6709\u771f\u7a7a，\u5c31\u6ca1\u6709\u8865\u5168<\/li>\n
  • \u5de5\u5177\u5931\u8d25\u5fc5\u987b\u539f\u6837\u56de\u4f20（stderr + \u9000\u51fa\u7801）\u2014\u2014\u6a21\u578b\u7cca\u5f04\u4e0d\u8fc7\u53bb，\u9519\u8bef\u4f1a\u6253\u8138<\/li>\n<\/ul>\n

    2. \u5de5\u4f5c\u5faa\u73af\u5f3a\u5236"\u5148\u770b\u518d\u6539\u3001\u6539\u5b8c\u9a8c\u8bc1"<\/h4>\n

    \u9ed8\u8ba4\u7cfb\u7edf\u63d0\u793a\u8bcd\u7684 Work loop (read \u2192 edit \u2192 verify)：<\/p>\n

      \n
    • \u6539\u4ee3\u7801\u524d\u5fc5\u987b read \u76f8\u5173\u6587\u4ef6（\u9632\u57fa\u4e8e\u60f3\u8c61\u4fee\u6539）<\/li>\n
    • \u6539\u5b8c\u5fc5\u987b\u7528 bash \u9a8c\u8bc1（build\/tests\/inspect）<\/li>\n
    • Do not hallucinate encodings \u4e13\u8282：\u9488\u5bf9\u4e2d\u6587\/\u7f16\u7801\u5b9e\u6d4b\u5751\u7684\u5b9a\u5411\u6761\u6b3e<\/li>\n<\/ul>\n

      3. \u77e5\u8bc6\u5c42\u8bed\u6599\u5bf9\u6297 API \u5e7b\u89c9<\/h4>\n

      cjh ref \u628a\u4ed3\u9889\u5b98\u65b9\u8bed\u6599（\u542b stdx \u77e5\u8bc6\u5e93）\u62c9\u53d6\u5230\u672c\u5730，\u6a21\u578b\u53ef\u68c0\u7d22\u67e5\u8bc1\u2014\u2014**\u9632"\u7f16\u9020\u4e0d\u5b58\u5728\u7684 stdlib \u51fd\u6570"**\u8fd9\u7c7b\u6700\u5e38\u89c1\u7684\u6280\u672f\u5e7b\u89c9\u3002\u8bed\u6599\u662f\u8fd0\u884c\u65f6\u6570\u636e（~\/.cjh\/cangjie-ref\/），\u4e0d\u6253\u8fdb\u4e8c\u8fdb\u5236，\u77e5\u8bc6\u91cf\u518d\u6da8\u4e5f\u4e0d\u5f71\u54cd\u5355\u6587\u4ef6\u5206\u53d1\u4f53\u79ef\u3002<\/p>\n

      4. \u4efb\u52a1\u5206\u89e3\u538b\u7f29"\u4e00\u6b65\u5230\u4f4d\u5f0f\u81ea\u4fe1"<\/h4>\n

      \u591a\u6b65\u4efb\u52a1\u5f3a\u5236\u5206\u89e3\u4e3a\u53ef\u9a8c\u8bc1\u7684\u5c0f\u6b65（todo_write \u4efb\u52a1\u5217\u8868），\u6bcf\u6b65\u5373\u65f6\u6807 doing\/done\u2014\u2014\u5927\u4efb\u52a1\u88ab\u62c6\u89e3\u540e，\u6bcf\u4e00\u6b65\u90fd\u6709\u771f\u5b9e\u5de5\u5177\u7ed3\u679c\u515c\u5e95，\u6a21\u578b\u6ca1\u6709"\u6574\u6bb5\u60f3\u8c61"\u7684\u7a7a\u95f4\u3002<\/p>\n

      5. Token \u4e0a\u4e0b\u6587\u7ba1\u7406\u9632"\u5931\u5fc6\u5e7b\u89c9"<\/h4>\n

      compaction \u7528\u771f\u5b9e usage.promptTokens \u89e6\u53d1（\u975e\u5b57\u7b26\u4f30\u7b97）\u3001\u5386\u53f2\u6362\u88c5\u4fdd\u7559\u5de5\u5177\u94fe\u6d88\u606f\u2014\u2014\u6a21\u578b\u4e0d\u4f1a\u56e0\u4e3a\u4e0a\u4e0b\u6587\u88ab\u9519\u8bef\u88c1\u526a\u800c"\u5fd8\u8bb0"\u81ea\u5df1\u505a\u8fc7\u4ec0\u4e48，\u8fdb\u800c\u7f16\u9020\u4e00\u81f4\u6027\u53d9\u4e8b\u3002<\/p>\n

      \u4e09\u3001\u7eaa\u5f8b\u6027\u7ea6\u675f（\u63d0\u793a\u8bcd\u7ea7）<\/h3>\n

      \u7ed3\u6784\u9632\u5fa1\u89e3\u51b3\u8f93\u5165\u7aef；\u8f93\u51fa\u7aef\u7684\u8bda\u5b9e\u6ca1\u6709\u7ed3\u6784\u53ef\u4f9d\u8d56，\u53ea\u80fd\u9760\u663e\u5f0f\u7eaa\u5f8b\u3002cjh \u9ed8\u8ba4\u7cfb\u7edf\u63d0\u793a\u8bcd\u5185\u7f6e Intellectual honesty (non-negotiable) \u8282，\u56db\u6761\u94c1\u5f8b：<\/p>\n

    • \u4e0d\u8fce\u5408\u4e0d\u8fc1\u5c31：\u7528\u6237\u7684\u524d\u63d0\/\u8bca\u65ad\/\u65b9\u6848\u770b\u8d77\u6765\u6709\u95ee\u9898，\u5148\u5e26\u8bc1\u636e\u76f4\u8bf4，\u518d\u6267\u884c\u2014\u2014\u5fe0\u5b9e\u6267\u884c\u4e00\u4e2a\u9519\u8bef\u65b9\u6848\u6d6a\u8d39\u7684\u65f6\u95f4，\u8fdc\u591a\u4e8e\u793c\u8c8c\u7684\u8d28\u7591<\/li>\n
    • \u5b8c\u6210\u5ba3\u79f0\u5fc5\u987b\u6709\u672c\u4f1a\u8bdd\u5de5\u5177\u8bc1\u636e：\u6bcf\u4e00\u53e5 \u201ctests pass\u201d \/ \u201cbuild succeeds\u201d \u5fc5\u987b\u6765\u81ea\u521a\u521a\u8dd1\u8fc7\u7684\u547d\u4ee4，\u4e0d\u8bb8\u6765\u81ea\u8bb0\u5fc6\u6216\u4e50\u89c2<\/li>\n
    • \u5931\u8d25\u539f\u6837\u5b8c\u6574\u4e0a\u62a5：stderr\u3001\u9000\u51fa\u7801\u7167\u62a5；\u9759\u9ed8\u7ed5\u8fc7\u6bd4\u8bda\u5b9e\u62a5\u9519\u66f4\u6076\u52a3<\/li>\n
    • \u9a8c\u8bc1\u4e0d\u4e86\u5c31\u660e\u8bf4：\u54ea\u4e9b\u6ca1\u9a8c\u8bc1\u3001\u4e3a\u4ec0\u4e48\u6ca1\u9a8c\u8bc1，\u539f\u6837\u4ea4\u4ee3<\/li>\n

      \u914d\u5957\u56de\u5f52\u6d4b\u8bd5\u9501\u6b7b\u8be5\u8282\u5b58\u5728\u4e0e\u5173\u952e\u63aa\u8f9e，\u9632\u540e\u7eed\u6539\u63d0\u793a\u8bcd\u65f6\u88ab\u8bef\u5220\u3002<\/p>\n

      cjh \u5168\u5c4f TUI：\u5ba1\u6279\u5f39\u7a97\u3001\u5de5\u5177\u8c03\u7528\u3001\u56de\u5408\u603b\u7ed3\u5168\u7a0b\u53ef\u89c1\u2014\u2014"\u770b\u5f97\u89c1"\u672c\u8eab\u5c31\u662f\u9632\u5e7b\u89c9\u7684\u4e00\u90e8\u5206<\/p>\n

      \u56db\u3001\u4eba\u73af\u515c\u5e95（\u95e8\u7981\u7ea7）<\/h3>\n

      1. \u5ba1\u6279\u95e8\u7981（capability + approve\/deny）<\/h4>\n
        \n
      • \u5371\u9669\u64cd\u4f5c（\u5371\u9669 bash\u3001\u5220\u9664\u7c7b）\u8fdb\u5ba1\u6279\u6d41，\u4eba\u73af\u5728\u73af\u4e0a<\/li>\n
      • \u9ed8\u8ba4\u5bbd\u677e\u3001\u663e\u5f0f\u4e25\u683c：\u914d\u4e86 capability \u6bb5 \u2260 \u542f\u7528，\u987b\u663e\u5f0f "enabled": true\u2014\u2014\u907f\u514d"\u914d\u4e86\u5c31\u88ab\u62d2"\u7684\u53ef\u7528\u6027\u4e8b\u6545（\u8fd9\u662f\u523b\u610f\u8bbe\u8ba1）<\/li>\n<\/ul>\n

        2. \u9879\u76ee\u7ea7\u95e8\u7981\u662f"\u8bda\u5b9e\u7684\u6d41\u7a0b\u5316"<\/h4>\n

        \u628a"\u8bda\u5b9e"\u4ece\u54c1\u5fb7\u95ee\u9898\u53d8\u6210\u6d41\u7a0b\u95ee\u9898：\u4ea4\u4ed8\u524d\u6d4b\u8bd5\u5168\u7eff\u662f\u552f\u4e00\u51ed\u8bc1\u3001bug \u4fee\u590d\u5148\u5199\u5931\u8d25\u590d\u73b0\u6d4b\u8bd5\u3001\u96f6\u7f16\u8bd1\u544a\u8b66\u786c\u95e8\u7981\u3002\u6a21\u578b\u60f3\u7cca\u5f04？\u95e8\u7981\u811a\u672c\u4e0d\u8ba4\u5634\u74e2\u3002 \u8fd9\u4e5f\u662f cjh \u81ea\u4e3e\u7684\u6d3b\u5e7f\u544a：\u672c\u4ed3 1150+203+77 \u7528\u4f8b\u7684\u76f8\u5f53\u90e8\u5206\u7531 cjh \u81ea\u5df1\u5199\u3001\u81ea\u5df1\u8dd1\u95e8\u7981\u9a8c\u8bc1\u3002<\/p>\n

        Web \u5bbf\u4e3b\u5f62\u6001：\u540c\u4e00\u5957 Agent \u4e0e\u5de5\u5177\u94fe，\u6d4f\u89c8\u5668\u91cc\u540c\u6837\u5168\u7a0b\u53ef\u89c1<\/p>\n

        \u4e94\u3001\u8bda\u5b9e\u7684\u8fb9\u754c：\u8fd8\u6ca1\u89e3\u51b3\u7684<\/h3>\n\n\u6b8b\u4f59\u98ce\u9669\u73b0\u72b6\u8ba1\u5212<\/tr>\n\n\n\n\n
        \u95e8\u7981\u65c1\u8def（\u6700\u5c16\u9510）<\/td>\n\u5ba1\u6279\u57fa\u4e8e\u547d\u4ee4\u6587\u672c\u5339\u914d；\u6a21\u578b\u53ef python3 -c "\u2026\u5220\u9664\u2026" \u8d70 bash \u7ed5\u5f00 write_file \u5ba1\u6279<\/td>\n\u5347\u7ea7\u4e3a\u770b\u6548\u679c\u4e0d\u770b\u547d\u4ee4：\u5ba1\u6279\u540e diff \u5de5\u4f5c\u533a\u5b9e\u9645\u53d8\u5316\u5c55\u793a\u7ed9\u7528\u6237；bash \u5199\u8def\u5f84\u7eb3\u5165 capability \u8986\u76d6<\/td>\n<\/tr>\n
        \u8fce\u5408\u7684\u6b8b\u4f59<\/td>\n\u63d0\u793a\u8bcd\u7eaa\u5f8b\u5bf9\u5f3a\u6a21\u578b\u7684\u987a\u4ece\u503e\u5411\u6709\u663e\u8457\u6291\u5236，\u4f46\u4e0d\u662f\u673a\u5236\u4fdd\u8bc1<\/td>\n\u6279\u8bc4\u8005\u5206\u79bb：\u5b9e\u65bd\u8005\u5199\u5b8c spawn \u72ec\u7acb\u4e0a\u4e0b\u6587\u7684 reviewer \u505a diff \u5ba1\u67e5\u2014\u2014\u540c\u4e00\u6a21\u578b\u6362\u4e2a\u4e0a\u4e0b\u6587\u5c31\u4f1a\u6311\u51fa\u81ea\u5df1\u521a\u72af\u7684\u9519<\/td>\n<\/tr>\n
        \u6c47\u62a5\u73af\u8282\u7684\u673a\u5236\u5316\u9a8c\u8bc1<\/td>\n"\u6539\u4e86\u4ee3\u7801\u4f46\u96f6\u9a8c\u8bc1"\u76ee\u524d\u9760\u63d0\u793a\u8bcd\u81ea\u89c9<\/td>\n\u56de\u5408\u7edf\u8ba1\u68c0\u6d4b"\u6709\u7f16\u8f91\u65e0 verify \u547d\u4ee4"\u2192 \u6ce8\u5165 system notice \u63d0\u9192<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \u516d\u3001\u4e00\u53e5\u8bdd\u603b\u7ed3<\/h3>\n

        cjh \u7684\u7b54\u6848\u4e0d\u662f"\u66f4\u5f3a\u7684\u6a21\u578b"，\u800c\u662f"\u8ba9\u6a21\u578b\u6ca1\u6709\u673a\u4f1a\u6492\u8c0e"：\u8f93\u5165\u7aef\u7528\u771f\u5b9e\u6267\u884c\u7ed3\u679c\u6d88\u706d\u771f\u7a7a，\u8f93\u51fa\u7aef\u7528\u663e\u5f0f\u7eaa\u5f8b\u7ea6\u675f\u5ba3\u79f0，\u51fa\u53e3\u7528\u4eba\u73af\u95e8\u7981\u548c\u6d4b\u8bd5\u6d41\u7a0b\u515c\u5e95\u2014\u2014\u518d\u5bf9\u6b8b\u4f59\u98ce\u9669（\u95e8\u7981\u65c1\u8def\u3001\u8fce\u5408\u6b8b\u4f59）\u6301\u7eed\u6536\u53e3\u3002<\/p>\n

        \n
          \n
        • \u9879\u76ee\u5b98\u7f51（\u529f\u80fd\u6e05\u5355 \/ \u53cc\u5e73\u53f0\u4e0b\u8f7d \/ \u6587\u6863）：https:\/\/yangyongzhen.github.io\/cjh\/<\/li>\n
        • \u5f00\u6e90\u4ed3\u5e93（MIT，\u53ef\u81ea\u7531 Fork）：https:\/\/atomgit.com\/qq8864\/cjh<\/li>\n
        • \u684c\u9762\u5185\u5d4c\u6848\u4f8b：ai-chat（AI \u5ba2\u6237\u7aef）\u3001cjnote（\u667a\u80fd\u7b14\u8bb0）\u5747\u5df2\u7528 cjh \u505a\u5185\u6838<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"

          \u672c\u6587\u57fa\u4e8e\u5f00\u6e90\u9879\u76ee cjh \u7684\u771f\u5b9e\u5de5\u7a0b\u5b9e\u8df5，\u6240\u6709\u673a\u5236\u5747\u5df2\u5728\u4ee3\u7801\u4e0e\u6d4b\u8bd5\u4e2d\u843d\u5730\u3002 \u9879\u76ee\u5b98\u7f51：https:\/\/yangyongzhen.github.io\/cjh\/ ｜ \u5f00\u6e90\u4ed3\u5e93：https:\/\/atomgit.com\/qq8864\/cjh（MIT License） \u5148\u4ecb\u7ecd\u4e3b\u89d2：cjh \u662f\u4ec0\u4e48
          \ncjh \u662f\u4e00\u4e2a\u7528\u534e\u4e3a\u4ed3\u9889\u8bed\u8a00\u4ece\u96f6\u5b9e\u73b0\u7684\u7ec8\u7aef Coding Agent Harness\u2014\u2014\u5355\u6587<\/p>\n","protected":false},"author":2,"featured_media":121576,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[13909,10848,74,280,188],"topic":[],"class_list":["post-121578","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-cjh","tag-harness","tag-agent","tag-harmonyos","tag-188"],"yoast_head":"\n\u6a21\u578b\u5e7b\u89c9\u6cbb\u4e0d\u4f4f\uff1f\u4ed3\u9889\u8bed\u8a00\u7684cjh Agent Harness\u7528\u67b6\u6784\u628a\u201c\u7f16\u9020\u7a7a\u95f4\u201c\u538b\u7f29\u5230\u63a5\u8fd1\u96f6 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/121578.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u6a21\u578b\u5e7b\u89c9\u6cbb\u4e0d\u4f4f\uff1f\u4ed3\u9889\u8bed\u8a00\u7684cjh Agent Harness\u7528\u67b6\u6784\u628a\u201c\u7f16\u9020\u7a7a\u95f4\u201c\u538b\u7f29\u5230\u63a5\u8fd1\u96f6 - 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