{"id":107761,"date":"2026-09-20T08:57:15","date_gmt":"2026-09-20T00:57:15","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/107761.html"},"modified":"2026-09-20T08:57:15","modified_gmt":"2026-09-20T00:57:15","slug":"deepseek-harness-%e4%b8%ba%e4%bb%80%e4%b9%88-deepseek-%e6%8a%8a%e6%95%b4%e4%b8%aa-agent-%e9%83%bd%e5%81%9a%e6%88%90%e4%ba%86-plugin%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/107761.html","title":{"rendered":"DeepSeek Harness\u2014\u2014\u4e3a\u4ec0\u4e48 DeepSeek \u628a\u6574\u4e2a Agent \u90fd\u505a\u6210\u4e86 Plugin\uff1f"},"content":{"rendered":"<\/p>\n

<\/h2>\n

\u9879\u76ee\u7c7b\u578b：Agent Runtime \/ Plugin-native Agent Harness \u8d4f\u6790\u76ee\u6807：\u5b66\u4e60\u4e00\u4e2a\u771f\u5b9e Agent \u9879\u76ee\u5982\u4f55\u628a Agent\u3001Session\u3001Event\u3001Plugin\u3001Runtime\u3001Extension \u7ec4\u7ec7\u6210\u4e00\u5957\u53ef\u7ec4\u5408\u7cfb\u7edf \u6838\u5fc3\u95ee\u9898：\u4e3a\u4ec0\u4e48\u5b83\u6562\u628a\u300cAgent Loop \u672c\u8eab\u300d\u4e5f\u53d8\u6210\u63d2\u4ef6？ \u6e90\u7801\u7248\u672c：deepseek-ai\/deepseek-harness，main \u5206\u652f，commit ddefc45，\u7248\u672c 0.1.6-alpha.2（2026-09-17）<\/p>\n

\u524d\u9762\u516b\u4e2a\u9879\u76ee\u8d4f\u6790，\u6211\u8d70\u8fc7\u4e86\u8fd9\u6837\u4e00\u6761\u8def：<\/p>\n

LangGraph \u2192 \u4efb\u52a1\u600e\u4e48\u7f16\u6392
\nOpenHands \u2192 Agent \u600e\u4e48\u6267\u884c\u771f\u5b9e\u52a8\u4f5c
\nbrowser-use \u2192 Agent \u600e\u4e48\u611f\u77e5\u771f\u5b9e\u754c\u9762
\nDeerFlow 2.0 \u2192 \u957f\u4efb\u52a1\u600e\u4e48\u8dd1\u4e0d\u6b7b
\nHermes Agent \u2192 Agent \u600e\u4e48\u81ea\u6211\u8fdb\u5316
\nOpenCode \u2192 Terminal Agent \u600e\u4e48\u7ec4\u7ec7\u4ea7\u54c1
\nGoose \u2192 \u5de5\u5177\u600e\u4e48\u53d8\u6210 MCP \u670d\u52a1<\/p>\n

\u8fd9\u516b\u4e2a\u9879\u76ee，\u867d\u7136\u8bed\u8a00\u3001\u8def\u7ebf\u3001\u5b9a\u4f4d\u90fd\u4e0d\u540c，\u4f46\u5b83\u4eec\u6709\u4e00\u4e2a\u5171\u540c\u70b9：<\/p>\n

\u5b83\u4eec\u7684 Agent \u5185\u6838\u90fd\u662f\u300c\u81ea\u5df1\u5199\u6b7b\u7684\u300d\u3002<\/p>\n

OpenHands \u6709\u81ea\u5df1\u4e00\u5957 Runtime，DeerFlow \u6709\u81ea\u5df1\u4e00\u5957 harness，OpenCode \u6709\u81ea\u5df1\u4e00\u5957 Session \u5904\u7406\u5668\u3002\u4f60\u53ef\u4ee5\u6362\u5de5\u5177\u3001\u6362\u6a21\u578b\u3001\u6362\u6c99\u7bb1，\u4f46\u4f60\u6362\u4e0d\u6389 Agent Loop \u672c\u8eab\u2014\u2014\u90a3\u662f\u7a0b\u5e8f\u7684\u9aa8\u67b6\u3002<\/p>\n

DeepSeek Harness（\u4e0b\u6587\u7b80\u79f0 dsh）\u505a\u7684\u4e8b\u60c5，\u6070\u597d\u76f8\u53cd：<\/p>\n

\u5b83\u628a Agent Loop \u4e5f\u505a\u6210\u4e86\u63d2\u4ef6\u3002<\/p>\n

\u5b98\u65b9 README \u7684\u7b2c\u4e00\u53e5\u8bdd\u5c31\u662f：<\/p>\n

\u5b83\u6784\u5efa\u4e8e\u4e00\u5207\u7686\u63d2\u4ef6\u7684\u67b6\u6784\u4e4b\u4e0a，\u7531 Cordis \u9a71\u52a8，\u5176\u8bbe\u8ba1\u53c2\u89c1\u8bba\u6587 A Programming Paradigm for Spatiotemporal Composability\u3002<\/p>\n

\u800c docs\/architecture.zh.md \u628a\u8fd9\u53e5\u8bdd\u8bf4\u5f97\u66f4\u72e0：<\/p>\n

\u4ea7\u54c1\u7684\u6bcf\u4e00\u90e8\u5206\u90fd\u662f\u63d2\u4ef6，\u5305\u62ec\u6a21\u578b\u9002\u914d\u5668\u3001\u5de5\u5177\u6ce8\u518c\u8868\u3001\u4f1a\u8bdd\u65e5\u5fd7，\u4ee5\u53ca agent loop（\u667a\u80fd\u4f53\u5faa\u73af）\u672c\u8eab，\u56e0\u6b64\u6bcf\u4e2a\u90fd\u53ef\u4ee5\u4ece\u914d\u7f6e\u66ff\u6362\u3002<\/p>\n

\u4e0d\u5b58\u5728\u9700\u8981\u6253\u8865\u4e01\u7684\u7279\u6743\u5185\u6838：\u6269\u5c55 dsh \u7684\u65b9\u5f0f\u662f\u628a\u63d2\u4ef6\u6302\u8f7d\u5230\u5176\u4ed6\u63d2\u4ef6\u65c1\u8fb9，\u800c\u5404\u9879\u6ce8\u518c\u90fd\u662f\u526f\u4f5c\u7528，\u4f1a\u5728\u5176\u63d2\u4ef6\u5378\u8f7d\u65f6\u64a4\u9500\u3002<\/p>\n

"\u4e0d\u5b58\u5728\u9700\u8981\u6253\u8865\u4e01\u7684\u7279\u6743\u5185\u6838"\u2014\u2014\u8fd9\u53e5\u8bdd\u662f\u6574\u7bc7\u6587\u7ae0\u7684\u94a5\u5319\u3002<\/p>\n

\u8fd9\u7bc7\u8d4f\u6790\u8981\u56de\u7b54\u4e09\u4e2a\u95ee\u9898：<\/p>\n

  • \u4e3a\u4ec0\u4e48\u5b83\u6562\u628a Agent Loop \u672c\u8eab\u53d8\u6210\u63d2\u4ef6？<\/li>\n
  • \u4e3a\u4ec0\u4e48 Session \u8981\u505a\u6210\u4e8b\u4ef6\u6eaf\u6e90，\u800c\u4e0d\u662f\u76f4\u63a5\u5b58 message history？<\/li>\n
  • "Everything is a Plugin" \u5e26\u6765\u4ec0\u4e48\u6536\u76ca，\u53c8\u4f1a\u4e0d\u4f1a\u9020\u6210\u62bd\u8c61\u8fc7\u5ea6？<\/li>\n
    \n

    \u4e00\u3001\u5148\u770b\u6e05\u8fd9\u662f\u4e00\u4e2a\u4ec0\u4e48\u91cf\u7ea7\u7684\u9879\u76ee<\/h2>\n

    \u5728\u8c08\u8bbe\u8ba1\u4e4b\u524d，\u5148\u8bf4\u6e05\u695a\u5b83\u7684\u89c4\u6a21\u2014\u2014\u56e0\u4e3a\u8fd9\u51b3\u5b9a\u4e86"\u8fd9\u5957\u67b6\u6784\u662f\u4e0d\u662f\u8fc7\u5ea6\u8bbe\u8ba1"\u7684\u5224\u65ad\u57fa\u51c6\u3002<\/p>\n\n\u7ef4\u5ea6\u6570\u636e<\/tr>\n\n\n\n\n\n\n\n\n\n\n\n
    \u7248\u672c<\/td>\n0.1.6-alpha.2（\u5f00\u53d1\u8005\u9884\u89c8\u9636\u6bb5）<\/td>\n<\/tr>\n
    \u6700\u65b0\u63d0\u4ea4<\/td>\nddefc45，2026-09-17<\/td>\n<\/tr>\n
    \u5305\u6570\u91cf<\/td>\n54 \u4e2a（packages\/）<\/td>\n<\/tr>\n
    TypeScript \u6587\u4ef6<\/td>\n3198 \u4e2a<\/td>\n<\/tr>\n
    \u4ee3\u7801\u884c\u6570<\/td>\n119 \u4e07\u884c（\u542b\u6d4b\u8bd5）／\u7ea6 63 \u4e07\u884c（\u6392\u9664 tests\/）<\/td>\n<\/tr>\n
    \u6d4b\u8bd5\u6587\u4ef6<\/td>\n1329 \u4e2a<\/td>\n<\/tr>\n
    \u51b3\u7b56\u8bb0\u5f55（Agent Notes）<\/td>\n2206 \u7bc7（.agents\/notes\/）<\/td>\n<\/tr>\n
    \u4e2d\u6587\u6587\u6863<\/td>\n166 \u7bc7（docs\/**\/*.zh.md）<\/td>\n<\/tr>\n
    \u5b98\u65b9\u6545\u969c\u590d\u76d8<\/td>\n4 \u7bc7（docs\/postmortem\/）<\/td>\n<\/tr>\n
    \u5e94\u7528\u5f62\u6001<\/td>\nWeb \/ Desktop(Electron) \/ CLI \/ SDK(TypeScript & Python) \/ ACP<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u51e0\u4e2a\u6570\u5b57\u503c\u5f97\u505c\u4e0b\u6765\u770b\u4e00\u773c：<\/p>\n

      \n
    • 2206 \u7bc7\u51b3\u7b56\u8bb0\u5f55\u3002\u8fd9\u4e0d\u662f\u666e\u901a\u7684 changelog，\u800c\u662f\u6bcf\u4e00\u5904\u67b6\u6784\u51b3\u7b56\u7684"\u4e3a\u4ec0\u4e48"\u3002\u6bd4\u5982 2026-09-02-system-prompt-as-surface-node.zh.md（\u4e3a\u4ec0\u4e48\u7cfb\u7edf\u63d0\u793a\u8bcd\u8981\u53d8\u6210 surface \u8282\u70b9）\u30012026-09-01-v2-embedded-assistant-streams.zh.md（\u4e3a\u4ec0\u4e48 assistant stream \u8981\u5185\u5d4c\u8fdb\u4e8b\u4ef6）\u3002<\/li>\n
    • 4 \u7bc7 postmortem\u3002\u5b98\u65b9\u4e3b\u52a8\u516c\u5f00\u81ea\u5df1\u7684\u4e8b\u6545\u590d\u76d8\u2014\u2014\u8fd9\u5728\u5f00\u6e90\u9879\u76ee\u91cc\u6781\u5176\u7f55\u89c1，\u4e5f\u662f\u8fd9\u7bc7\u8d4f\u6790\u6700\u6709\u4ef7\u503c\u7684\u7d20\u6750\u6765\u6e90（\u540e\u9762\u4f1a\u4e13\u95e8\u7528\u4e00\u8282\u8bb2\u5176\u4e2d\u4e00\u6b21\u6545\u969c）\u3002<\/li>\n
    • 54 \u4e2a\u5305，\u4f46\u4e3b\u5e72\u53ea\u6709 6 \u4e2a\u3002packages\/ \u4e0b\u5927\u90e8\u5206\u662f\u80fd\u529b\u63d0\u4f9b\u65b9（LLM \u9002\u914d\u5668\u3001\u6c99\u7bb1\u3001\u5de5\u5177\u3001UI），\u4e3b\u5e72\u7531 packages\/core\/ \u7684\u516d\u4e2a\u5305\u627f\u62c5\u3002<\/li>\n<\/ul>\n

      \u8fd9\u4e00\u8282\u5148\u7ed9\u4e00\u4e2a\u5224\u65ad：54 \u4e2a\u5305 + 2206 \u7bc7\u51b3\u7b56\u8bb0\u5f55 + 6 \u4e2a\u4e3b\u5e72\u5305，\u8bf4\u660e\u8fd9\u5957\u67b6\u6784\u4e0d\u662f\u4e3a\u5c0f\u9879\u76ee\u8bbe\u8ba1\u7684\u3002\u5b83\u9762\u5411\u7684\u662f"\u4e00\u4e2a\u8981\u88ab\u53cd\u590d\u91cd\u65b0\u7ec4\u88c5\u7684\u4ea7\u54c1"\u3002\u8fd9\u4e2a\u524d\u63d0\u5f88\u91cd\u8981，\u56e0\u4e3a\u540e\u9762\u8ba8\u8bba"\u4ee3\u4ef7"\u65f6，\u8861\u91cf\u6807\u51c6\u4e0d\u662f"\u7406\u89e3\u5b83\u96be\u4e0d\u96be"，\u800c\u662f"\u5b83\u8981\u89e3\u51b3\u7684\u95ee\u9898\u503c\u4e0d\u503c\u8fd9\u4e2a\u590d\u6742\u5ea6"\u3002<\/p>\n

      \n

      \u4e8c\u3001\u7b2c\u4e00\u4e2a\u53cd\u76f4\u89c9\u4e8b\u5b9e：\u5b83\u6ca1\u6709\u81ea\u7814\u63d2\u4ef6\u6846\u67b6<\/h2>\n

      \u8fd9\u662f\u6211\u6700\u6ca1\u60f3\u5230\u7684\u4e00\u70b9\u3002<\/p>\n

      \u4e00\u4e2a\u4ee5"\u4e00\u5207\u7686\u63d2\u4ef6"\u4e3a\u5356\u70b9\u3001\u8fd8\u628a\u8bbe\u8ba1\u5199\u6210\u8bba\u6587\u7684\u9879\u76ee，\u6211\u4ee5\u4e3a\u5b83\u4f1a\u81ea\u5df1\u5b9e\u73b0\u4e00\u5957\u63d2\u4ef6\u6846\u67b6\u3002\u7ed3\u679c\u6ca1\u6709\u3002<\/p>\n

      docs\/rescope.zh.md \u5199\u5f97\u5f88\u6e05\u695a：<\/p>\n\n\u76ee\u5f55\u4e0a\u6e38\u540d\u53d1\u5e03\u540d\u4e0a\u6e38\u7248\u672c\u89d2\u8272<\/tr>\n\n\n\n\n\n\n\n
      vendor\/cordis\/<\/td>\ncordis<\/td>\n@deepseek-ai\/cordis<\/td>\n4.0.0-rc.7<\/td>\n\u6846\u67b6\u6838\u5fc3：Context\u3001Service\u3001Fiber\u3001\u4e8b\u4ef6<\/td>\n<\/tr>\n
      vendor\/cosmokit\/<\/td>\ncosmokit<\/td>\n@deepseek-ai\/cosmokit<\/td>\n1.8.1<\/td>\n\u57fa\u7840\u5de5\u5177<\/td>\n<\/tr>\n
      vendor\/schemastery\/<\/td>\nschemastery<\/td>\n@deepseek-ai\/schemastery<\/td>\n3.18.0<\/td>\n\u914d\u7f6e schema<\/td>\n<\/tr>\n
      vendor\/loader\/<\/td>\n@cordisjs\/plugin-loader<\/td>\n@deepseek-ai\/cordis-plugin-loader<\/td>\n1.0.0-rc.5<\/td>\n\u914d\u7f6e\u88c5\u8f7d<\/td>\n<\/tr>\n
      vendor\/include\/<\/td>\n@cordisjs\/plugin-include<\/td>\n\u2026<\/td>\n1.0.4<\/td>\n\u914d\u7f6e\u5305\u542b\u4e0e patch \u53e0\u52a0<\/td>\n<\/tr>\n
      vendor\/hmr\/<\/td>\n@cordisjs\/plugin-hmr<\/td>\n\u2026<\/td>\n1.0.15<\/td>\n\u63d2\u4ef6\u4e0e\u914d\u7f6e\u70ed\u66ff\u6362<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      Cordis \u662f\u4e00\u4e2a\u73b0\u6210\u7684\u7b2c\u4e09\u65b9\u63d2\u4ef6\u6846\u67b6（\u6765\u81ea cordiverse \u751f\u6001，\u5373 Koishi \u673a\u5668\u4eba\u5bb6\u65cf\u80cc\u540e\u7684\u6846\u67b6）\u3002dsh \u505a\u7684\u4e8b\u60c5\u662f：\u628a\u5b83\u7684\u6e90\u7801 vendor \u8fdb\u4ed3\u5e93，\u6539\u6389 npm scope \u540d，\u7136\u540e\u5728\u8fd9\u5957\u6846\u67b6\u4e4b\u4e0a\u5199\u81ea\u5df1\u7684 Agent \u4ea7\u54c1\u3002<\/p>\n

      \u4e3a\u4ec0\u4e48\u8981\u6539\u540d？rescope.zh.md \u7ed9\u7684\u7406\u7531\u5f88\u5b9e\u5728：<\/p>\n

      \u6bcf\u4e2a harness \u5305\u90fd\u628a\u6846\u67b6\u58f0\u660e\u4e3a peer dependency，\u53d1\u5e03 harness \u5c31\u4f1a\u8fde\u5e26\u53d1\u5e03\u8fd9\u4e00\u5c42，\u7528\u4e0a\u6e38\u540d\u53d1\u5e03\u7b49\u4e8e\u5728 registry \u4e0a\u5360\u7528\u522b\u4eba\u7684\u540d\u5b57\u3002<\/p>\n

      \u8fd9\u4ef6\u4e8b\u672c\u8eab\u5c31\u662f\u4e00\u5802\u5de5\u7a0b\u8bfe：<\/p>\n

      \u5728\u6700\u60f3\u5c55\u793a"\u6211\u4eec\u67b6\u6784\u5f88\u5148\u8fdb"\u7684\u5730\u65b9，\u4ed6\u4eec\u9009\u62e9\u4e86\u7528\u522b\u4eba\u7684\u6846\u67b6\u3002<\/p>\n

      \u5bf9\u6bd4\u4e00\u4e0b\u524d\u9762\u7684\u9879\u76ee\u5c31\u66f4\u6e05\u695a\u4e86：<\/p>\n

      OpenHands \u2192 \u81ea\u5df1\u9020 Runtime \/ Event System
      \nDeerFlow \u2192 \u7ad9\u5728 LangGraph \u80a9\u4e0a（langchain.agents.create_agent）
      \nOpenCode \u2192 \u7528 Effect-TS \u505a\u4f9d\u8d56\u6ce8\u5165
      \nHermes \u2192 \u624b\u6413\u72b6\u6001\u673a loop
      \nGoose \u2192 \u76f4\u63a5\u7528 MCP \u5f53\u6269\u5c55\u673a\u5236
      \ndsh \u2192 vendor \u4e00\u4e2a\u7b2c\u4e09\u65b9\u63d2\u4ef6\u6846\u67b6，\u4e13\u6ce8\u5199\u4e1a\u52a1<\/p>\n

      "\u4e00\u5207\u7686\u63d2\u4ef6"\u662f\u4e2a\u67b6\u6784\u4e3b\u5f20，\u4f46"\u63d2\u4ef6\u6846\u67b6"\u662f\u4e2a\u5df2\u7ecf\u89e3\u51b3\u7684\u95ee\u9898\u3002 dsh \u628a\u4e24\u4ef6\u4e8b\u5206\u5f00\u4e86：\u6846\u67b6\u7528\u522b\u4eba\u6210\u719f\u7684，\u81ea\u5df1\u7684\u521b\u65b0\u653e\u5728 Agent \u8bed\u4e49\u4e0a\u3002<\/p>\n

      \u8fd9\u4e2a\u5224\u65ad\u5728\u540e\u9762\u7684\u6240\u6709\u8bbe\u8ba1\u91cc\u90fd\u80fd\u770b\u5230\u2014\u2014\u5b83\u6ca1\u6709\u91cd\u65b0\u53d1\u660e\u4f9d\u8d56\u6ce8\u5165，\u800c\u662f\u7528\u522b\u4eba\u7684\u4f9d\u8d56\u6ce8\u5165，\u53bb\u89e3\u51b3 Agent \u7279\u6709\u7684\u95ee\u9898\u3002<\/p>\n

      \n

      \u4e09\u3001\u6838\u5fc3\u547d\u9898：\u4e0d\u662f"\u53ef\u6269\u5c55"，\u662f"\u65f6\u7a7a\u53ef\u7ec4\u5408\u6027"<\/h2>\n

      "Everything is a Plugin" \u542c\u8d77\u6765\u50cf\u662f\u4e00\u53e5"\u53ef\u6269\u5c55\u6027"\u7684\u53e3\u53f7\u3002\u4f46\u5982\u679c\u6211\u4eec\u53ea\u7406\u89e3\u6210"\u53ef\u4ee5\u52a0\u63d2\u4ef6"，\u5c31\u4f1a\u770b\u9519\u8fd9\u4e2a\u9879\u76ee\u3002<\/p>\n

      \u771f\u6b63\u7684\u5173\u952e\u8bcd\u5728\u8bba\u6587\u6807\u9898\u91cc：Spatiotemporal Composability（\u65f6\u7a7a\u53ef\u7ec4\u5408\u6027）\u3002<\/p>\n

      \u62c6\u5f00\u770b，\u5b83\u662f\u4e24\u4e2a\u7ef4\u5ea6：<\/p>\n

      \u7a7a\u95f4\u7ef4\u5ea6（Spatial） \u2192 Scope
      \n \u540c\u4e00\u4efd\u4ee3\u7801，\u53ef\u4ee5\u6309 agent \u9694\u79bb\u51fa\u4e0d\u540c\u7684\u6ce8\u518c\u4f5c\u7528\u57df
      \n "\u8fd9\u4e2a\u5de5\u5177\u53ea\u5728 A \u4f1a\u8bdd\u91cc\u5b58\u5728，B \u4f1a\u8bdd\u770b\u4e0d\u5230"<\/p>\n

      \u65f6\u95f4\u7ef4\u5ea6（Temporal） \u2192 \u53ef\u9006\u526f\u4f5c\u7528
      \n \u6bcf\u4e2a\u6ce8\u518c\u90fd\u8fd4\u56de disposer
      \n \u63d2\u4ef6\u5378\u8f7d\u65f6，\u5b83\u8d21\u732e\u7684\u4e00\u5207\u81ea\u52a8\u64a4\u9500<\/p>\n

      \u8fd9\u4e24\u4e2a\u7ef4\u5ea6\u5408\u8d77\u6765，\u624d\u8ba9"\u8fde Agent Loop \u90fd\u662f\u63d2\u4ef6"\u771f\u7684\u6210\u7acb\u2014\u2014\u56e0\u4e3a loop \u88c5\u4e0a\u53bb\u3001\u53ef\u4ee5\u5378\u4e0b\u6765\u3001\u53ef\u4ee5\u88ab\u53e6\u4e00\u4e2a\u5b9e\u73b0\u66ff\u6362，\u800c\u4e0d\u7559\u4e0b\u5b64\u513f\u6ce8\u518c\u3002<\/p>\n

      \u5982\u679c\u7528\u4e00\u53e5\u8bdd\u6982\u62ec\u6574\u5957\u67b6\u6784\u7684\u8bbe\u8ba1\u76ee\u6807：<\/p>\n

      \u4e0d\u662f"\u80fd\u8ba9\u522b\u4eba\u6269\u5c55\u6211"，\u800c\u662f"\u6211\u81ea\u5df1\u4e5f\u53ef\u4ee5\u88ab\u6362\u6389"\u3002<\/p>\n

      \u8fd9\u4e2a\u533a\u522b\u975e\u5e38\u5173\u952e\u3002\u524d\u8005\u662f\u5f00\u653e\u6269\u5c55\u70b9，\u540e\u8005\u662f\u628a\u81ea\u5df1\u4e5f\u53d8\u6210\u53ef\u66ff\u6362\u7684\u4e00\u5c42\u3002<\/p>\n

      \u800c\u4e00\u65e6\u63a5\u53d7\u4e86\u8fd9\u4e2a\u76ee\u6807，\u540e\u9762\u4e24\u4e2a\u770b\u8d77\u6765"\u8fc7\u5ea6\u8bbe\u8ba1"\u7684\u9009\u62e9\u5c31\u90fd\u53d8\u5f97\u5fc5\u8981\u4e86（\u7b2c \u516d\u3001\u4e03 \u8282\u4f1a\u7ec6\u8bb2）：<\/p>\n

        \n
      • Session \u5fc5\u987b\u4e8b\u4ef6\u6eaf\u6e90\u2014\u2014\u56e0\u4e3a\u5982\u679c\u5386\u53f2\u5355\u72ec\u5b58\u4e00\u4efd\u3001\u7531 loop \u7ef4\u62a4，\u90a3\u4e48\u6362\u6389 loop，\u5386\u53f2\u5c31\u65ad\u4e86\u3002<\/li>\n
      • Agent Loop \u5fc5\u987b\u662f\u65e0\u7279\u6743\u7684\u2014\u2014\u56e0\u4e3a\u5b83\u662f"\u53ef\u4ee5\u88ab\u66ff\u6362\u7684\u4e00\u5c42"，\u800c\u4e0d\u662f"\u7a0b\u5e8f\u9aa8\u67b6"\u3002<\/li>\n<\/ul>\n
        \n

        \u56db\u3001\u8bfb\u61c2\u6e90\u7801\u7684\u95e8\u69db：Cordis \u7684\u4e94\u4e2a\u6982\u5ff5<\/h2>\n

        \u60f3\u8bfb\u61c2 dsh \u7684\u6e90\u7801，\u5148\u5f97\u61c2 Cordis\u3002\u597d\u5728\u5b98\u65b9\u4e13\u95e8\u5199\u4e86 docs\/cordis-primer.zh.md，\u628a\u5b83\u538b\u7f29\u6210\u4e94\u4e2a\u6982\u5ff5：<\/p>\n\n\u6982\u5ff5\u542b\u4e49<\/tr>\n\n\n\n\n\n\n
        \u63d2\u4ef6\u662f\u5b9e\u73b0 Service \u7684\u5bf9\u8c61<\/td>\n\u53ef\u4ee5\u662f\u5e26 inject \u548c apply(ctx) \u7684\u51fd\u6570，\u4e5f\u53ef\u4ee5\u662f Service \u5b50\u7c7b<\/td>\n<\/tr>\n
        \u4e0a\u4e0b\u6587\u662f\u670d\u52a1\u7684\u5bb9\u5668<\/td>\n\u4e00\u4e2a\u670d\u52a1\u5360\u4e00\u4e2a\u7a33\u5b9a\u7684 ctx.<key>（\u5982 ctx.tools\u3001ctx.llm\u3001ctx.sessions）；\u5176\u4ed6\u63d2\u4ef6\u901a\u8fc7 key \u67e5\u627e，\u800c\u4e0d\u662f\u5bfc\u5165\u5177\u4f53\u5b9e\u73b0<\/td>\n<\/tr>\n
        inject \u58f0\u660e\u670d\u52a1\u4f9d\u8d56<\/td>\n\u58f0\u660e\u6240\u9700\u670d\u52a1\u540e\u81ea\u52a8\u7b49\u5f85\u5176\u5c31\u7eea；\u52a0\u8f7d\u987a\u5e8f\u7531\u4f9d\u8d56\u8868\u8fbe，\u800c\u975e\u624b\u5de5\u7f16\u6392<\/td>\n<\/tr>\n
        \u7c7b\u578b\u5316\u4e8b\u4ef6\u7528\u4e8e\u901a\u4fe1<\/td>\nTypeScript \u58f0\u660e\u5408\u5e76\u6ce8\u518c\u4e8b\u4ef6\u540d，\u4e94\u79cd\u5206\u53d1\u65b9\u5f0f<\/td>\n<\/tr>\n
        \u6ce8\u518c\u662f\u53ef\u9006\u7684\u526f\u4f5c\u7528<\/td>\n\u901a\u8fc7 ctx.effect() \/ ctx.on() \u5b89\u88c5，reload \u548c teardown \u65f6\u64a4\u9500<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \u7b2c\u4e09\u70b9\u503c\u5f97\u7279\u522b\u6ce8\u610f："\u5176\u4ed6\u63d2\u4ef6\u901a\u8fc7 key \u67e5\u627e\u670d\u52a1，\u800c\u975e\u5bfc\u5165\u5177\u4f53\u5b9e\u73b0"\u3002\u8fd9\u662f\u4f9d\u8d56\u5012\u7f6e\u7684\u5177\u4f53\u843d\u5730\u2014\u2014\u6269\u5c55\u63d2\u4ef6\u53ea\u4f9d\u8d56 agent \u8fd9\u4e2a\u63a5\u53e3\u5305，\u800c\u7edd\u4e0d\u76f4\u63a5\u4f9d\u8d56 agent-loop\u3002\u5b98\u65b9\u5728 core.zh.md \u91cc\u628a\u8fd9\u6761\u89c4\u77e9\u5199\u6210\u4e86\u786c\u7ea6\u675f：<\/p>\n

        \u6269\u5c55\u63d2\u4ef6\u4f9d\u8d56 agent\u2014\u2014\u5305\u62ec\u9700\u8981\u53d1\u8d77 Agent \u65f6\u2014\u2014\u800c\u7edd\u4e0d\u76f4\u63a5\u4f9d\u8d56 agent-loop，\u56e0\u6b64\u5faa\u73af\u4fdd\u6301\u53ef\u66ff\u6362\u3002<\/p>\n

        "\u7edd\u4e0d"\u4e24\u4e2a\u5b57，\u662f\u6574\u5957\u67b6\u6784\u80fd\u4e0d\u80fd\u6210\u7acb\u7684\u5206\u6c34\u5cad\u3002 \u53ea\u8981\u6709\u4e00\u4e2a\u6269\u5c55\u63d2\u4ef6 import \u4e86 agent-loop \u7684\u5185\u90e8\u5b9e\u73b0，"loop \u53ef\u66ff\u6362"\u5c31\u53ea\u662f\u7eb8\u9762\u627f\u8bfa\u3002<\/p>\n

        \u518d\u770b\u7b2c\u4e94\u70b9\u7684\u5b9e\u73b0\u65b9\u5f0f\u2014\u2014\u4e94\u79cd\u4e8b\u4ef6\u5206\u53d1\u6a21\u5f0f：<\/p>\n\n\u6a21\u5f0f\u662f\u5426 await\u5206\u53d1\u987a\u5e8f\u6709\u8fd4\u56de\u503c<\/tr>\n\n\n\n\n\n\n
        emit<\/td>\n\u5426<\/td>\n\u6309\u6ce8\u518c\u987a\u5e8f\u89c2\u5bdf<\/td>\n\u5426<\/td>\n<\/tr>\n
        waterfall<\/td>\n\u5426<\/td>\n\u6309\u6ce8\u518c\u987a\u5e8f<\/td>\n\u662f<\/td>\n<\/tr>\n
        parallel<\/td>\n\u662f<\/td>\n\u5168\u90e8\u5e76\u884c<\/td>\n\u5426<\/td>\n<\/tr>\n
        serial<\/td>\n\u662f<\/td>\n\u6309\u6ce8\u518c\u987a\u5e8f<\/td>\n\u662f<\/td>\n<\/tr>\n
        bail<\/td>\n\u5426<\/td>\n\u5230\u9996\u4e2a bail \u503c\u505c\u6b62<\/td>\n\u662f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \u5176\u4e2d waterfall \u662f\u7406\u89e3 dsh \u7684\u5173\u952e，\u5b83\u7684\u8bed\u4e49\u5f88\u50cf Koa \u7684\u6d0b\u8471\u6a21\u578b\u4e2d\u95f4\u4ef6：<\/p>\n

        ctx.waterfall \u662f\u73af\u7ed5\u4e2d\u95f4\u4ef6\u3002\u76d1\u542c\u5668\u63a5\u6536 (…args, next)\u3002\u8c03\u7528 next() \u4f1a\u6267\u884c\u4e0b\u6e38\u76d1\u542c\u5668；\u4e0b\u6e38\u8fd4\u56de\u503c\u901a\u8fc7 next() \u8fd4\u56de\u5f53\u524d\u5305\u88c5\u5c42，\u53ef\u7531\u8be5\u5c42\u5305\u88c5\u540e\u7ee7\u7eed\u5411\u5916\u8fd4\u56de\u3002\u4e0d\u8c03\u7528 next() \u76f4\u63a5\u8fd4\u56de\u5219\u77ed\u8def\u3002<\/p>\n

        \u8fd9\u5c31\u89e3\u91ca\u4e86 dsh \u91cc"\u62e6\u622a"\u673a\u5236\u7684\u7edf\u4e00\u5f62\u6001\u2014\u2014\u60f3\u89c2\u5bdf\u5c31\u8c03\u7528 next()，\u60f3\u63a5\u7ba1\u5c31\u76f4\u63a5\u8fd4\u56de\u3002\u6bd4\u5982 agent\/pre-step（\u51b3\u5b9a\u662f\u5426\u63a5\u7eb3\u672c\u6b65\u9aa4\u7684\u8f93\u5165）\u5c31\u662f\u4e00\u4e2a waterfall：<\/p>\n

        Driver \u2192 agent\/pre-step (waterfall)
        \n \u2190 \u76d1\u542c\u5668：\u8c03\u7528 next() \u8868\u793a"\u6211\u4e0d\u7ba1，\u5f80\u4e0b\u8d70"
        \n \u2190 \u76d1\u542c\u5668：\u76f4\u63a5\u8fd4\u56de reject\/enter，\u8868\u793a"\u6211\u62cd\u677f"<\/p>\n

        \u7528\u540c\u4e00\u5957\u673a\u5236\u8868\u8fbe"\u89c2\u5bdf\u3001\u5305\u88c5\u3001\u62cd\u677f"\u4e09\u4ef6\u4e8b，\u8fd9\u662f Cordis \u7ed9 dsh \u7684\u6700\u5927\u7ea2\u5229\u3002<\/p>\n

        \n

        \u4e94\u3001\u4e3b\u5e72：\u4e00\u4e2a\u8f6e\u6b21\u5982\u4f55\u6d41\u7ecf\u516d\u4e2a\u5305<\/h2>\n

        dsh \u7684 packages\/core\/ \u53ea\u6709\u516d\u4e2a\u5305，\u4f46\u5b83\u4eec\u6784\u6210\u4e86\u4e00\u6761\u5b8c\u6574\u7684\u5faa\u73af：<\/p>\n\n\u5305\u8d1f\u8d23\u5185\u5bb9ctx \u952e<\/tr>\n\n\n\n\n\n\n\n
        session\/<\/td>\n\u4ec5\u8ffd\u52a0\u7684 SessionEvent \u65e5\u5fd7\u4e0e\u5185\u5b58 store\u2014\u2014\u552f\u4e00\u771f\u6e90<\/td>\nctx.sessions<\/td>\n<\/tr>\n
        system-prompt\/<\/td>\n\u63d0\u793a\u8bcd\u6bb5\u843d\u4e0e\u5de5\u5177 schema \u7ec4\u88c5<\/td>\nctx.systemPrompt<\/td>\n<\/tr>\n
        tools\/<\/td>\n\u5e26\u4f5c\u7528\u57df\u7684\u5de5\u5177\u6ce8\u518c\u8868\u4e0e\u53d7\u4fdd\u62a4\u7684\u6267\u884c\u6d41\u6c34\u7ebf<\/td>\nctx.tools<\/td>\n<\/tr>\n
        agent\/<\/td>\nAgent \u63a5\u53e3\u3001\u5b9e\u65f6\u6ce8\u518c\u8868\u3001agent\/* \u4e8b\u4ef6\u8bcd\u6c47<\/td>\nctx.agents<\/td>\n<\/tr>\n
        agent-loop\/<\/td>\n\u5b9e\u73b0\u516c\u5f00 Agent \u7ea6\u5b9a\u7684\u5177\u4f53 driver<\/td>\nctx.agentLoop<\/td>\n<\/tr>\n
        scope\/<\/td>\n\u6309 agent \u5212\u5206\u4f5c\u7528\u57df\u7684\u6ce8\u518c\u539f\u8bed（\u96f6\u4f9d\u8d56\u5e93，\u4e0d\u662f\u670d\u52a1）<\/td>\n\u65e0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \"\"<\/p>\n

        \u5148\u8bb0\u4f4f\u4e24\u4e2a\u672f\u8bed，\u5b98\u65b9\u5b9a\u4e49\u5f97\u975e\u5e38\u6e05\u695a：<\/p>\n

        \u4e00\u4e2a\u6b65\u9aa4（step）\u662f\u4e00\u6b21\u6a21\u578b\u8bf7\u6c42\u52a0\u4e0a\u5b83\u8c03\u7528\u7684\u5de5\u5177\u3002\u4e00\u4e2a\u8f6e\u6b21（turn）\u5305\u542b\u96f6\u4e2a\u6216\u591a\u4e2a\u6b65\u9aa4：\u5b83\u5728\u9886\u53d6\u9996\u6761\u8f93\u5165\u4e4b\u524d\u6253\u5f00，\u5e76\u5728\u4e0d\u518d\u6b20\u4e0b\u4efb\u4f55\u5de5\u4f5c\u65f6\u5173\u95ed\u3002<\/p>\n

        \u800c docs\/architecture.zh.md \u7ed9\u51fa\u7684\u8f6e\u6b21\u6d41\u7a0b\u662f\u6574\u4e2a\u9879\u76ee\u6700\u6838\u5fc3\u7684\u4e00\u6bb5\u4f2a\u4ee3\u7801：<\/p>\n

        turn\/start
        \n claim next-step input plus one queued message
        \n assemble prompt sections + tool schemas; project runtime context
        \n -> agent\/pre-step reject | enter(messages, startsRequestSeries?)
        \n reject, or a first enter rewritten empty -> close the turn with no step
        \n step\/start
        \n agent\/request -> prepareCall (cancellation commits neither system nor users)
        \n reconcile system\/message using the prepared call capability
        \n append entered messages as user\/message; log request\/header and request\/context as needed
        \n derive and freeze model history from the log
        \n stream the bound prepared call -> llm\/stream -> agent\/assistant-stream start
        \n agent\/assistant-stream chunk*
        \n assistant\/message | assistant\/attempt -> agent\/assistant-stream end
        \n tool\/call* -> tools\/pre-execute -> tools\/execute -> tools\/post-execute -> tool\/result*
        \n step\/end
        \n tools owe another request, or next-step input arrived -> claim -> next step
        \n -> agent\/turn-stopping
        \nturn\/end<\/p>\n

        \u5982\u679c\u4f60\u53ea\u770b\u8fd9\u6bb5\u4f2a\u4ee3\u7801\u91cc\u7684\u52a8\u8bcd，\u4f1a\u53d1\u73b0\u4e00\u4e9b\u975e\u5e38\u6709\u610f\u601d\u7684\u63aa\u8f9e：<\/p>\n

        claim \u9886\u53d6 \u2014\u2014 \u8f93\u5165\u4e0d\u662f"\u88ab\u63a8\u9001"，\u800c\u662f\u88ab"\u8ba4\u9886"
        \nderive \u6d3e\u751f \u2014\u2014 \u6a21\u578b\u5386\u53f2\u4e0d\u662f"\u5b58\u50a8"，\u800c\u662f"\u4ece\u65e5\u5fd7\u63a8\u5bfc"
        \nfreeze \u51bb\u7ed3 \u2014\u2014 \u8bf7\u6c42\u4e00\u65e6\u6784\u9020\u5c31\u4e0d\u53ef\u53d8
        \nreconcile \u6821\u51c6 \u2014\u2014 \u7cfb\u7edf\u63d0\u793a\u8bcd\u6309\u8282\u70b9\u5bf9\u9f50
        \nowe \u6b20 \u2014\u2014 \u662f\u5426\u8fd8\u6709\u5de5\u4f5c\u662f"\u503a\u52a1"\u5173\u7cfb<\/p>\n

        \u8fd9\u4e9b\u52a8\u8bcd\u4e0d\u662f\u968f\u4fbf\u9009\u7684，\u5b83\u4eec\u5404\u81ea\u5bf9\u5e94\u4e00\u6761\u8bbe\u8ba1\u7ea6\u675f：<\/p>\n\n\u52a8\u8bcd\u80cc\u540e\u7684\u7ea6\u675f<\/tr>\n\n\n\n\n\n\n
        claim<\/td>\n\u8f93\u5165\u5728 inbox \u91cc\u6392\u961f，\u7531 loop \u4e3b\u52a8\u8ba4\u9886；\u5faa\u73af\u8282\u594f\u7531 loop \u638c\u63a7，\u4e0d\u88ab\u5916\u90e8\u6253\u65ad<\/td>\n<\/tr>\n
        derive<\/td>\n\u6a21\u578b\u53ef\u89c1\u7684\u5386\u53f2\u4ece\u65e5\u5fd7\u6d3e\u751f \u2192 \u65e5\u5fd7\u662f\u552f\u4e00\u771f\u6e90<\/td>\n<\/tr>\n
        freeze<\/td>\n\u8bf7\u6c42\u6784\u9020\u540e\u4e0d\u53ef\u53d8 \u2192 \u91cd\u8bd5\u4e0d\u5fc5\u91cd\u65b0\u7ec4\u88c5，\u4e5f\u4e0d\u4f1a\u4ea7\u751f\u5206\u53c9<\/td>\n<\/tr>\n
        reconcile<\/td>\n\u7cfb\u7edf\u63d0\u793a\u8bcd\u6309\u8282\u70b9\u5bf9\u9f50 \u2192 \u63d0\u793a\u8bcd\u53d8\u5316\u53ef\u88ab\u8bb0\u5f55\u3001\u53ef\u88ab\u56de\u653e<\/td>\n<\/tr>\n
        owe<\/td>\n"\u8fd8\u6b20\u4e0d\u6b20\u4e00\u6b21\u8bf7\u6c42"\u51b3\u5b9a\u6b65\u9aa4\u662f\u5426\u7ee7\u7eed \u2192 \u5faa\u73af\u7ec8\u6b62\u6761\u4ef6\u662f\u53ef\u5224\u5b9a\u7684<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \u800c\u8fd9\u6bb5\u6d41\u7a0b\u91cc，\u53ea\u6709 8 \u4e2a\u4e8b\u4ef6\u662f\u6301\u4e45\u4f1a\u8bdd\u4e8b\u4ef6（turn\/*\u3001step\/*\u3001system\/message\u3001user\/message\u3001assistant\/message\u3001assistant\/attempt\u3001tool\/*），\u5176\u4f59\u90fd\u662f\u5b9e\u65f6\u6269\u5c55\u70b9\u3002<\/p>\n

        "\u6301\u4e45"\u4e0e"\u5b9e\u65f6"\u7684\u5206\u754c\u7ebf，\u5c31\u662f"\u8981\u4e0d\u8981\u5728\u91cd\u542f\u540e\u8fd8\u80fd\u91cd\u5efa"\u7684\u5206\u754c\u7ebf\u3002<\/p>\n

        \n

        \u516d\u3001\u95ea\u5149\u70b9\u4e00：Session \u662f append-only \u65e5\u5fd7，message history \u662f\u6d3e\u751f\u7684<\/h2>\n

        \u8fd9\u662f dsh \u6700\u6709\u8fa8\u8bc6\u5ea6\u7684\u8bbe\u8ba1，\u4e5f\u662f\u5b83\u548c\u51e0\u4e4e\u6240\u6709\u5176\u4ed6 Agent \u6846\u67b6\u6700\u4e0d\u4e00\u6837\u7684\u5730\u65b9\u3002<\/p>\n

        \u5927\u591a\u6570\u6846\u67b6\u662f\u8fd9\u4e48\u505a\u7684：<\/p>\n

        Agent
        \n \u251c\u2500\u2500 self.messages = [] \u2190 \u6d88\u606f\u5386\u53f2\u81ea\u5df1\u5b58\u4e00\u4efd
        \n \u2514\u2500\u2500 self.state = {…} \u2190 \u72b6\u6001\u4e5f\u81ea\u5df1\u5b58\u4e00\u4efd<\/p>\n

        dsh \u662f\u8fd9\u4e48\u505a\u7684：<\/p>\n

        Session = SessionEvent[] \u2190 \u4ec5\u8ffd\u52a0\u7684\u4e8b\u4ef6\u65e5\u5fd7，\u552f\u4e00\u771f\u6e90
        \n \u2193 deriveMessages()
        \nMessage[] \u2190 \u6a21\u578b\u5386\u53f2"\u6d3e\u751f"\u51fa\u6765，\u4ece\u4e0d\u5355\u72ec\u5b58\u50a8<\/p>\n

        docs\/subsystems\/session.zh.md \u5f00\u95e8\u89c1\u5c71：<\/p>\n

        Session \u662f\u4e00\u4efd\u7531\u7c7b\u578b\u5316 SessionEvent \u7ec4\u6210\u7684\u4ec5\u8ffd\u52a0\u65e5\u5fd7，\u662f agent \u5b8c\u6574\u4ea4\u4e92\u5386\u53f2\u7684\u552f\u4e00\u771f\u6e90\u3002LLM \u6d88\u606f\u5386\u53f2\u4ece\u65e5\u5fd7\u6d3e\u751f\u800c\u6765，\u4ece\u4e0d\u5355\u72ec\u5b58\u50a8；\u56de\u653e\u5373\u4ece\u540c\u4e00\u7ec4\u4e8b\u4ef6\u91cd\u65b0\u6d3e\u751f\u3002<\/p>\n

        \u800c\u6e90\u7801\u91cc\u8fd9\u6761\u89c4\u5219\u975e\u5e38\u6734\u7d20\u2014\u2014packages\/core\/session\/src\/surface.ts:119 \u7684 deriveEventMessage() \u5c31\u662f\u4e00\u4e2a\u7eaf\u51fd\u6570：<\/p>\n

        export function deriveEventMessage(
        \n event: SessionEvent,
        \n projectedMessages?: ReadonlyMap<SessionSeq, Message>,
        \n): Message | null {
        \n const projected = projectedMessages?.get(event.seq)
        \n if (projected !== undefined) return projected
        \n \/\/ Intentionally non-exhaustive: only message-producing events derive
        \n \/\/ history; turn\/step boundaries, failed attempts, and errors are trace\/replay
        \n \/\/ data.
        \n switch (event.type) {
        \n case 'user\/message': {
        \n return event.data
        \n }
        \n case 'system\/message':
        \n case 'assistant\/message': {
        \n if (event.data.message.content.length === 0) return null
        \n return event.data.message
        \n }
        \n case 'tool\/result': {
        \n return event.data.message
        \n }
        \n default:
        \n \/\/ A non-surface event (boundary, attempt, log-only record) projects to
        \n \/\/ no message. Merge-extensible union: no assertNever here.
        \n return null
        \n }
        \n}<\/p>\n

        \u6ce8\u610f\u8fd9\u4e2a default: return null \u7684\u6ce8\u91ca\u2014\u2014"\u8fb9\u754c\u4e8b\u4ef6\u3001\u5931\u8d25\u7684\u5c1d\u8bd5\u3001\u7eaf\u65e5\u5fd7\u8bb0\u5f55，\u90fd\u4e0d\u6295\u5f71\u6210\u6d88\u606f"\u3002<\/p>\n

        \u4e5f\u5c31\u662f\u8bf4：<\/p>\n

        turn\/start, step\/start, step\/end, turn\/end \u2192 \u7ed3\u6784\u4fe1\u606f，\u4e0d\u7ed9\u6a21\u578b\u770b
        \nassistant\/attempt \u2192 \u5931\u8d25\u7684\u5c1d\u8bd5，\u53ea\u7559\u6863，\u4e0d\u7ed9\u6a21\u578b\u770b
        \nuser\/message, system\/message \u2192 \u7ed9\u6a21\u578b\u770b
        \nassistant\/message, tool\/result \u2192 \u7ed9\u6a21\u578b\u770b<\/p>\n

        \u65e5\u5fd7\u6bd4"\u6a21\u578b\u770b\u5230\u7684\u4e1c\u897f"\u591a\u3002 \u65e5\u5fd7\u91cc\u6709\u5b8c\u6574\u7684\u6267\u884c\u8f68\u8ff9（\u8c01\u5728\u4ec0\u4e48\u65f6\u5019\u5f00\u4e86\u4e00\u4e2a\u6b65\u9aa4\u3001\u54ea\u6b21\u8bf7\u6c42\u5931\u8d25\u4e86\u3001token \u7528\u4e86\u591a\u5c11），\u4f46\u6a21\u578b\u53ea\u770b\u5176\u4e2d\u4e00\u90e8\u5206\u3002<\/p>\n

        \u8fd9\u662f\u4e8b\u4ef6\u6eaf\u6e90（Event Sourcing）\u7684\u7ecf\u5178\u5f62\u6001\u3002\u4f46 dsh \u5728\u6b64\u4e4b\u4e0a\u52a0\u4e86\u4e00\u6761\u975e\u5e38\u5f3a\u786c\u7684\u4e0d\u53d8\u91cf：<\/p>\n

        \u6a21\u578b\u53ef\u89c1\u5373\u5df2\u8bb0\u5f55\u3002<\/h3>\n

        \u62b5\u8fbe\u6a21\u578b\u8bf7\u6c42\u7684\u4e00\u5207\u90fd\u5fc5\u987b\u80fd\u4ece\u65e5\u5fd7\u91cd\u5efa，\u5e76\u7531\u4e00\u9879\u8fd0\u884c\u65f6\u4e0d\u53d8\u91cf\u65ad\u8a00\u8fd9\u4e00\u70b9\u3002 \u65b0\u589e\u6a21\u578b\u53ef\u89c1\u8f93\u5165\u9700\u8981\u4e00\u4e2a\u4f1a\u8bdd\u4e8b\u4ef6\u3002<\/p>\n

        \u8fd9\u6761\u89c4\u5219\u770b\u8d77\u6765\u53ea\u662f"\u65e5\u5fd7\u8981\u5b8c\u6574"，\u4f46\u5b83\u5176\u5b9e\u662f\u5728\u56de\u7b54\u4e00\u4e2a\u66f4\u96be\u7684\u95ee\u9898：<\/p>\n

        \u5982\u679c Agent Loop \u53ef\u4ee5\u88ab\u66ff\u6362，\u8c01\u4fdd\u8bc1"\u6362\u4e86 loop \u4e4b\u540e\u5386\u53f2\u8fd8\u5728"？<\/p>\n

        \u7b54\u6848\u662f：\u4e0d\u9760 loop \u4fdd\u8bc1，\u9760\u65e5\u5fd7\u683c\u5f0f\u4fdd\u8bc1\u3002<\/p>\n

        \u53ea\u8981\u65b0 loop \u9075\u5b88"\u6a21\u578b\u53ef\u89c1\u5373\u5df2\u8bb0\u5f55"，\u5b83\u5f80\u65e5\u5fd7\u91cc\u8ffd\u52a0\u4e8b\u4ef6，\u5386\u53f2\u5c31\u81ea\u52a8\u6210\u7acb；\u800c\u6240\u6709\u6d88\u8d39\u8005（UI\u3001\u56de\u653e\u3001fork\u3001\u8bc4\u4f30\u3001\u9065\u6d4b）\u90fd\u53ea\u8bfb\u65e5\u5fd7，\u4e0d\u8bfb loop \u7684\u5185\u90e8\u72b6\u6001\u3002\u6240\u4ee5：<\/p>\n

        \u65e7 loop \u5378\u8f7d \u2500\u2500\u2717\u2500\u2500\u2192 \u4e0d\u5e26\u8d70\u5386\u53f2（\u5386\u53f2\u4e0d\u5728 loop \u91cc）
        \n\u65b0 loop \u6302\u8f7d \u2500\u2500\u2713\u2500\u2500\u2192 \u8bfb\u540c\u4e00\u4efd\u65e5\u5fd7，\u7ee7\u7eed\u8dd1<\/p>\n

        \u8fd9\u5c31\u662f\u7b2c\u516d\u8282\u5f00\u5934\u90a3\u4e2a\u95ee\u9898\u7684\u7b54\u6848：Session \u8981\u4e8b\u4ef6\u6eaf\u6e90，\u4e0d\u662f\u56e0\u4e3a"\u65e5\u5fd7\u597d\u770b"，\u800c\u662f\u56e0\u4e3a"loop \u53ef\u66ff\u6362"\u8fd9\u4e2a\u76ee\u6807\u8981\u6c42\u72b6\u6001\u5fc5\u987b\u79bb\u5f00 loop\u3002<\/p>\n

        \u987a\u5e26\u4e00\u4e2a\u6f02\u4eae\u7684\u526f\u4ea7\u54c1：fork<\/h3>\n

        \u56e0\u4e3a\u5386\u53f2\u662f"\u4e8b\u4ef6\u5e8f\u5217 + \u6d3e\u751f\u51fd\u6570"，fork \u5c31\u53d8\u6210\u4e86\u4e00\u4e2a\u7eaf\u64cd\u4f5c\u3002SessionStore.fork()：<\/p>\n

        fork(source, boundary?, childSessionId?)<\/p>\n

        \u5b83\u9009\u53d6\u5230\u67d0\u4e2a SessionSeq \u4e3a\u6b62\u7684\u6e90\u4e8b\u4ef6（\u9ed8\u8ba4\u6700\u540e\u4e00\u4e2a），\u8981\u6c42\u6240\u9009\u524d\u7f00\u7ed3\u675f\u65f6\u6ca1\u6709\u5f00\u653e\u8f6e\u6b21，\u7136\u540e\u521b\u5efa\u5b50\u4f1a\u8bdd\u3002<\/p>\n

        \u6ce8\u610f"\u8981\u6c42\u524d\u7f00\u7ed3\u675f\u65f6\u6ca1\u6709\u5f00\u653e\u8f6e\u6b21"\u2014\u2014\u8fd9\u662f\u4e00\u4e2a\u62d2\u7edd\u975e\u6cd5\u8f93\u5165\u7684\u4f8b\u5b50\u3002\u6587\u6863\u660e\u786e\u5199：<\/p>\n

        \u663e\u5f0f boundary \u5141\u8bb8\u8c03\u7528\u8005\u4ece\u4efb\u610f\u7a33\u5b9a\u7684\u8f6e\u6b21\u95f4\u4f4d\u7f6e fork\u2026\u2026API \u62d2\u7edd\u7ed3\u675f\u4e8e\u5f00\u653e\u8f6e\u6b21\u5185\u7684\u524d\u7f00，\u800c\u4e0d\u662f\u9759\u9ed8\u622a\u65ad\u3002<\/p>\n

        \u53e6\u5916\u6709\u4e2a\u7ec6\u8282\u5f88\u89c1\u529f\u529b：fork \u4f1a\u8ffd\u52a0\u4e00\u6761 session\/end-seed { inherited: true } \u8fb9\u754c\u6807\u8bb0\u3002\u4e3a\u4ec0\u4e48\u9700\u8981\u5b83？<\/p>\n

        \u5b83\u4e4b\u6240\u4ee5\u5fc5\u8981，\u662f\u56e0\u4e3a\u79cd\u5b50\u5386\u53f2\u4e0e\u5b9e\u65f6\u5de5\u4f5c\u5728\u5b57\u8282\u5c42\u9762\u5b8c\u5168\u76f8\u540c，\u8fd9\u4f1a\u8ba9\u4efb\u4f55\u62e5\u6709\u72ec\u7acb\u5f00／\u95ed\u62ec\u53f7\u7684\u63d2\u4ef6\u5931\u6548：\u4e00\u4e2a\u672a\u914d\u5bf9\u7684 compaction\/start，\u65e0\u8bba\u5199\u5165\u65b9\u662f\u5728\u538b\u7f29\u4e2d\u9014\u5d29\u6e83\u3001\u8fd8\u662f\u6b64\u523b\u6b63\u5728\u538b\u7f29，\u8bfb\u8d77\u6765\u90fd\u4e00\u6837\u3002<\/p>\n

        \u4e5f\u5c31\u662f\u8bf4：\u5982\u679c A \u4f1a\u8bdd\u5728\u538b\u7f29\u4e2d\u9014\u88ab fork \u51fa B \u4f1a\u8bdd，B \u7684\u5386\u53f2\u91cc\u4f1a\u7559\u7740\u4e00\u4e2a"\u672a\u95ed\u5408\u7684\u538b\u7f29\u5f00\u59cb"\u3002\u6ca1\u6709\u8fd9\u6761\u8fb9\u754c\u6807\u8bb0，B \u6839\u672c\u65e0\u6cd5\u5206\u8fa8"\u8fd9\u662f\u6211\u7ee7\u627f\u6765\u7684\u6b7b\u62ec\u53f7"\u8fd8\u662f"\u6211\u73b0\u5728\u6b63\u5728\u538b\u7f29"\u3002<\/p>\n

        \u4e00\u884c\u6807\u8bb0\u89e3\u51b3\u4e00\u4e2a\u8bed\u4e49\u6b67\u4e49\u2014\u2014\u8fd9\u662f"\u4e8b\u4ef6\u6eaf\u6e90\u505a\u5bf9\u4e86"\u7684\u6837\u5b50\u3002<\/p>\n

        \n

        \u4e03\u3001\u95ea\u5149\u70b9\u4e8c：Agent Loop \u672c\u8eab\u662f\u63d2\u4ef6<\/h2>\n

        \u73b0\u5728\u56de\u7b54\u6587\u7ae0\u6807\u9898\u91cc\u7684\u95ee\u9898\u3002<\/p>\n

        \u5728\u524d\u9762\u516b\u4e2a\u9879\u76ee\u91cc，Agent Loop \u662f\u7a0b\u5e8f\u9aa8\u67b6：<\/p>\n

        OpenHands \/ DeerFlow \/ OpenCode \/ Hermes \/ Goose
        \n \u2193
        \n\u4f60\u53ef\u4ee5\u6362 Tool\u3001\u6362 Model\u3001\u6362 Sandbox
        \n\u4f46\u4f60\u6362\u4e0d\u6389 "loop \u957f\u4ec0\u4e48\u6837"<\/p>\n

        dsh \u628a\u8fd9\u4ef6\u4e8b\u7ffb\u4e86：<\/p>\n

        packages\/core\/agent\/ \u2192 \u5b9a\u4e49 Agent \u63a5\u53e3 + agent\/* \u4e8b\u4ef6\u8bcd\u6c47
        \npackages\/core\/agent-loop\/ \u2192 \u53ea\u662f\u4e00\u4e2a"\u5b9e\u73b0"<\/p>\n

        \u6e90\u7801\u8bc1\u636e\u5728 packages\/core\/agent-loop\/src\/agent.ts:72：<\/p>\n

        \/** Drives one session through turn and step boundaries. *\/
        \nexport class ReactLoopAgent implements Agent {<\/p>\n

        \u6ce8\u610f\u8fd9\u4e2a\u7c7b\u540d\u2014\u2014ReactLoopAgent，\u4e0d\u662f Agent\u3002<\/p>\n

        \u5b83 implements Agent，\u8bf4\u660e\u5b83\u53ea\u662f\u4e00\u4e2a\u5b9e\u73b0\u4e86\u516c\u5f00\u63a5\u53e3\u7684\u5b9e\u73b0\u7c7b\u3002\u800c packages\/core\/agent\/src\/types.ts \u91cc\u7684 Agent \u63a5\u53e3\u624d\u662f\u5951\u7ea6\u3002<\/p>\n

        \u6587\u6863\u628a\u8fd9\u6761\u8fb9\u754c\u5199\u5f97\u5f88\u786c：<\/p>\n

        \u5177\u4f53\u5b9e\u73b0\u4e3a dsh-agent-loop \u5305\u5185\u90e8\u7ec6\u8282；\u5faa\u73af\u5916\u6ca1\u6709\u4efb\u4f55\u7ec4\u4ef6\u4f9d\u8d56\u5b83\u3002<\/p>\n

        \u800c ctx.agentLoop \u8fd9\u4e2a\u952e\u7684\u5b58\u5728，\u610f\u5473\u7740 loop \u53ef\u4ee5\u901a\u8fc7\u914d\u7f6e\u66ff\u6362：<\/p>\n\n\u76ee\u6807\u673a\u5236<\/tr>\n\n\n\n
        \u8ba9\u67d0\u4e2a\u4f1a\u8bdd\u62e5\u6709\u4e0d\u540c\u7684\u80fd\u529b\u96c6\u5408<\/td>\n\u7ec4\u88c5\u4e00\u4e2a agent preset<\/td>\n<\/tr>\n
        \u66ff\u6362\u5faa\u73af\u5b9e\u73b0<\/td>\n\u5728 ctx.agentLoop \u4e0a\u6ce8\u518c\u53e6\u4e00\u4e2a\u5b9e\u73b0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \u90a3\u4e48，\u628a loop \u505a\u6210\u63d2\u4ef6\u5230\u5e95\u6362\u6765\u4e86\u4ec0\u4e48？<\/p>\n

        \u6211\u8ba4\u4e3a\u6709\u4e09\u4e2a\u5c42\u6b21\u7684\u6536\u76ca，\u4e00\u5c42\u6bd4\u4e00\u5c42\u5b9e\u5728：<\/p>\n

        \u7b2c\u4e00\u5c42：\u53ef\u66ff\u6362（\u7406\u8bba\u6536\u76ca）<\/h4>\n

        \u7406\u8bba\u4e0a\u4f60\u53ef\u4ee5\u5199\u4e00\u4e2a PlanExecuteLoopAgent\u3001ReflexionLoopAgent，\u88c5\u4e0a\u53bb\u5c31\u6362\u6389\u4e86\u6574\u4e2a\u63a8\u7406\u8303\u5f0f\u3002<\/p>\n

        \u8fd9\u4e00\u5c42\u6700\u5bb9\u6613\u5ba3\u4f20，\u4f46\u5b9e\u9645\u6536\u76ca\u6709\u9650\u2014\u2014\u5927\u591a\u6570\u56e2\u961f\u5e76\u4e0d\u4f1a\u771f\u7684\u91cd\u5199 loop\u3002<\/p>\n

        \u7b2c\u4e8c\u5c42：\u53ef\u62e6\u622a（\u771f\u5b9e\u6536\u76ca）<\/h4>\n

        \u56e0\u4e3a loop \u4e0d\u62e5\u6709\u7279\u6743，\u5b83\u548c\u6240\u6709\u63d2\u4ef6\u4e00\u6837\u8981\u8d70\u4e8b\u4ef6：<\/p>\n

        agent\/pre-step \u2190 \u51b3\u5b9a\u662f\u5426\u63a5\u7eb3\u8fd9\u4e00\u6b65\u7684\u8f93\u5165
        \nagent\/request \u2190 \u6784\u9020\u8bf7\u6c42\u524d\u4e00\u62cd
        \nagent\/assistant-stream \u2190 \u6d41\u5f0f\u8f93\u51fa\u8fc7\u7a0b
        \nagent\/turn-stopping \u2190 \u81ea\u7136\u505c\u6b62\u524d\u7684\u6700\u540e\u68c0\u67e5\u70b9
        \nagent\/request-error \u2190 \u8bf7\u6c42\u5931\u8d25，\u53ef\u4ee5\u8fd4\u56de"\u91cd\u8bd5"\u6216\u4fdd\u7559\u539f\u9519\u8bef<\/p>\n

        \u8fd9\u610f\u5473\u7740"\u6211\u8981\u5728\u6bcf\u6b21\u8bf7\u6c42\u524d\u52a0\u4e00\u5c42\u4e0a\u4e0b\u6587\u538b\u7f29"\u8fd9\u7c7b\u9700\u6c42，\u4e0d\u9700\u8981\u6539 loop \u6e90\u7801\u3002dsh \u81ea\u5df1\u5c31\u662f\u8fd9\u4e48\u5e72\u7684\u2014\u2014dsh-compaction-basic \u63d2\u4ef6\u5c31\u662f\u901a\u8fc7 agent\/pre-step \u5904\u7406\u4e0a\u4e0b\u6587\u538b\u529b\u7684：<\/p>\n

        dsh-compaction-basic \u5728\u6d3e\u751f\u8bf7\u6c42\u4e4b\u524d\u901a\u8fc7 agent\/pre-step \u5904\u7406\u538b\u529b，\u800c agent\/request-error \u4ec5\u7528\u4e8e\u89c4\u8303\u7684\u4e0a\u4e0b\u6587\u6ea2\u51fa\u3002<\/p>\n

        \u538b\u7f29\u662f\u63d2\u4ef6，\u4e0d\u662f loop \u7684\u5185\u7f6e\u529f\u80fd\u3002 \u8fd9\u662f"loop \u65e0\u7279\u6743"\u7684\u76f4\u63a5\u5151\u73b0\u3002<\/p>\n

        \u7b2c\u4e09\u5c42：\u53ef\u7ec4\u5408（\u67b6\u6784\u6536\u76ca）<\/h4>\n

        \u8fd9\u662f\u6700\u5bb9\u6613\u88ab\u5ffd\u7565\u3001\u4f46\u6700\u91cd\u8981\u7684\u4e00\u5c42\u3002<\/p>\n

        \u56e0\u4e3a loop \u53ea\u662f"\u4e00\u68f5\u63d2\u4ef6\u6811\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9"，\u5b83\u5c31\u53ef\u4ee5\u548c\u522b\u7684\u8282\u70b9\u81ea\u7531\u7ec4\u5408：<\/p>\n

        \u540c\u4e00\u4e2a loop \u5b9e\u73b0
        \n +
        \n\u4e0d\u540c\u7684 agent preset（\u6bcf\u4e2a\u4f1a\u8bdd\u80fd\u529b\u96c6\u4e0d\u540c）
        \n +
        \n\u4e0d\u540c\u7684 Profile（web \/ headless \/ sdk \/ acp）
        \n +
        \n\u4e0d\u540c\u7684 Scope（\u6bcf\u4e2a agent \u72ec\u7acb\u6ce8\u518c\u4f5c\u7528\u57df）
        \n =
        \nN \u79cd\u4ea7\u54c1\u5f62\u6001<\/p>\n

        \u5bf9\u6bd4\u4e00\u4e0b\u524d\u516b\u4e2a\u9879\u76ee：<\/p>\n\n\u9879\u76ee\u6362\u6267\u884c\u73af\u5883\u6362 Agent Loop<\/tr>\n\n\n\n\n\n\n
        OpenHands<\/td>\n\u2705 \u6362 Runtime<\/td>\n\u274c \u9aa8\u67b6<\/td>\n<\/tr>\n
        DeerFlow<\/td>\n\u2705 \u6362 Sandbox<\/td>\n\u274c \u9aa8\u67b6（\u8d70\u7684 create_agent）<\/td>\n<\/tr>\n
        OpenCode<\/td>\n\u2705 \u6362 Provider\/Tool<\/td>\n\u274c \u9aa8\u67b6<\/td>\n<\/tr>\n
        Hermes<\/td>\n\u2705 \u6362 Provider\/Memory<\/td>\n\u274c \u9aa8\u67b6（\u624b\u6413\u72b6\u6001\u673a）<\/td>\n<\/tr>\n
        dsh<\/td>\n\u2705 \u6362\u4e00\u5207 provider<\/td>\n\u2705 \u6362 loop<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        "\u80fd\u4e0d\u80fd\u6362\u6389\u81ea\u5df1"，\u662f\u8fd9\u4e00\u5c42\u67b6\u6784\u548c\u524d\u516b\u4e2a\u9879\u76ee\u771f\u6b63\u7684\u5206\u754c\u7ebf\u3002<\/p>\n

        \u4e00\u4e2a\u5fc5\u987b\u8bf4\u6e05\u7684\u4ee3\u4ef7<\/h3>\n

        \u628a loop \u505a\u6210\u63d2\u4ef6，\u610f\u5473\u7740\u6bcf\u4e00\u4e2a\u539f\u672c"\u987a\u5e8f\u6267\u884c\u7684\u51fd\u6570\u8c03\u7528"\u90fd\u53d8\u6210\u4e86"\u4e8b\u4ef6\u5206\u53d1"\u3002<\/p>\n

        \u7528\u4e8b\u4ef6\u8868\u8fbe\u6d41\u7a0b，\u5f97\u5230\u7684\u662f\u89e3\u8026；\u4ed8\u51fa\u7684\u662f\u2014\u2014\u4f60\u65e0\u6cd5\u518d\u9760\u9605\u8bfb\u4e00\u4e2a\u51fd\u6570\u6765\u7406\u89e3\u6267\u884c\u987a\u5e8f\u3002\u60f3\u641e\u6e05"\u4e00\u6b21\u8bf7\u6c42\u5230\u5e95\u53d1\u751f\u4e86\u4ec0\u4e48"，\u5f97\u540c\u65f6\u770b：<\/p>\n

        \u67b6\u6784\u6587\u6863\u7684\u8f6e\u6b21\u6d41\u7a0b\u4f2a\u4ee3\u7801
        \n+ agent-lifecycle.zh.md \u7684\u65f6\u5e8f\u56fe
        \n+ \u6bcf\u4e2a\u4e8b\u4ef6\u7684\u751f\u4ea7\u65b9\/\u6d88\u8d39\u65b9（event-producer-consumer.zh.md）
        \n+ \u5404\u4e2a\u63d2\u4ef6\u7684\u76d1\u542c\u5668<\/p>\n

        \u6587\u6863\u91cc\u751a\u81f3\u4e13\u95e8\u63d0\u4f9b\u4e86 docs\/event-producer-consumer.zh.md（\u4e8b\u4ef6\u6620\u5c04：\u6bcf\u4e2a\u4e8b\u4ef6\u7684\u751f\u4ea7\u65b9\u4e0e\u6d88\u8d39\u65b9）\u548c docs\/graph-atlas.zh.md（\u56fe\u96c6）\u2014\u2014\u9700\u8981\u4e13\u95e8\u5199\u5de5\u5177\u6765\u5e2e\u4f60\u7406\u89e3\u81ea\u5df1\u7684\u7cfb\u7edf，\u8fd9\u672c\u8eab\u5c31\u662f\u590d\u6742\u5ea6\u7684\u5ea6\u91cf\u3002<\/p>\n

        \n

        \u516b\u3001\u95ea\u5149\u70b9\u4e09：\u4e09\u7c7b\u4e8b\u4ef6\u57df，\u5404\u7ba1\u4e00\u4ef6\u4e8b<\/h2>\n

        dsh \u6700\u8ba9\u6211\u6b23\u8d4f\u7684\u4e00\u4e2a\u8bbe\u8ba1\u51b3\u5b9a，\u662f\u5b83\u6ca1\u6709\u628a\u6240\u6709\u4e1c\u897f\u90fd\u585e\u8fdb\u4e00\u4e2a event bus，\u800c\u662f\u628a\u4e8b\u4ef6\u5206\u6210\u4e86\u4e09\u4e2a\u57df，\u5e76\u7ed9\u51fa\u660e\u786e\u7684\u9009\u578b\u89c4\u5219：<\/p>\n\n\u4e8b\u4ef6\u57df\u627f\u8f7d\u4ec0\u4e48\u4ec0\u4e48\u65f6\u5019\u7528<\/tr>\n\n\n\n\n
        \u4f1a\u8bdd\u4e8b\u4ef6（session\/event）<\/td>\n\u8ffd\u52a0\u5230\u65e5\u5fd7\u7684\u6301\u4e45\u4e8b\u5b9e<\/td>\n\u5f53\u67d0\u4e2a\u4e8b\u5b9e\u5fc5\u987b\u5728\u91cd\u65b0\u52a0\u8f7d\u540e\u4ecd\u7136\u5b58\u5728\u65f6<\/td>\n<\/tr>\n
        Agent \u4e8b\u4ef6（agent\/*）<\/td>\n\u643a\u5e26\u6d3b\u8dc3 Agent \u7684\u5b9e\u65f6\u4fe1\u53f7：inbox\u3001\u6b65\u9aa4\u3001\u72b6\u6001\u3001\u8bf7\u6c42\u3001\u9a8c\u8bc1\u3001\u7eed\u8dd1<\/td>\n\u8981\u89c2\u5bdf\u6216\u62e6\u622a\u8fdb\u884c\u4e2d\u7684\u5de5\u4f5c\u65f6<\/td>\n<\/tr>\n
        \u80fd\u529b\u4e8b\u4ef6（fs\/*\u3001tools\/*\u3001telemetry\/*）<\/td>\n\u5411\u67d0\u4e2a seam \u9644\u52a0\u7b56\u7565\u548c\u9002\u914d\u5668<\/td>\n\u9700\u8981\u4e0d\u5f15\u5165\u5faa\u73af\u4f9d\u8d56\u5730\u6302\u7b56\u7565\u65f6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \u6587\u6863\u539f\u8bdd：<\/p>\n

        \u4e8b\u4ef6\u5c31\u662f\u6269\u5c55\u70b9，\u800c\u9009\u5bf9\u4e8b\u4ef6\u57df\u662f\u5927\u591a\u6570\u6539\u52a8\u7684\u7b2c\u4e00\u4e2a\u51b3\u5b9a\u3002<\/p>\n

        \u8fd9\u53e5\u8bdd\u89e3\u51b3\u4e86\u4e00\u4e2a\u771f\u5b9e\u75db\u70b9\u3002\u5728\u5355 event bus \u7684\u67b6\u6784\u91cc，\u4f60\u7ecf\u5e38\u4f1a\u770b\u5230\u8fd9\u79cd\u6df7\u4e71：<\/p>\n

        \u540c\u4e00\u4e2a\u4e8b\u4ef6\u6d41\u91cc\u6df7\u7740：
        \n – "\u7528\u6237\u8bf4\u4e86\u4ec0\u4e48"（\u8981\u6301\u4e45\u5316）
        \n – "\u5f53\u524d\u72b6\u6001\u662f running"（\u4e0d\u8981\u6301\u4e45\u5316，\u662f\u77ac\u65f6\u7684）
        \n – "\u8981\u4e0d\u8981\u62e6\u622a\u8fd9\u6b21\u5de5\u5177\u8c03\u7528"（\u662f\u4e00\u6b21\u51b3\u7b56，\u4e0d\u8be5\u8fdb\u65e5\u5fd7）<\/p>\n

        \u4e09\u79cd\u4e1c\u897f\u7684\u751f\u547d\u5468\u671f\u5b8c\u5168\u4e0d\u540c，\u585e\u5728\u4e00\u8d77\u5c31\u5fc5\u7136\u8981\u6253\u6807\u8bb0\u533a\u5206\u3002 dsh \u7684\u505a\u6cd5\u662f：\u751f\u547d\u5468\u671f\u4e0d\u540c，\u5c31\u4e0d\u8981\u653e\u5728\u4e00\u8d77\u3002<\/p>\n

        \u8fd9\u4e2a\u8bbe\u8ba1\u6709\u4e00\u4e2a\u5f88\u81ea\u7136\u7684\u63a8\u8bba\u2014\u2014\u5224\u65ad\u6807\u51c6\u662f"\u8981\u4e0d\u8981\u5728\u91cd\u542f\u540e\u91cd\u5efa"，\u800c\u4e0d\u662f"\u8fd9\u4e2a\u4fe1\u606f\u91cd\u4e0d\u91cd\u8981"\u3002\u6240\u4ee5：<\/p>\n

        turn\/start, step\/start \u2192 \u6301\u4e45（\u91cd\u542f\u540e\u8981\u80fd\u770b\u51fa"\u4e0a\u6b21\u8dd1\u5230\u54ea\u4e00\u6b65\u4e86"）
        \nagent\/status: running \u2192 \u5b9e\u65f6（\u8fdb\u7a0b\u6b7b\u4e86，\u8fd9\u4e2a\u72b6\u6001\u5c31\u8be5\u6d88\u5931）
        \ntools\/pre-execute \u2192 \u5b9e\u65f6\u51b3\u7b56（\u62e6\u622a\u662f\u6b64\u523b\u7684\u884c\u4e3a，\u4e0d\u662f\u5386\u53f2\u4e8b\u5b9e）
        \nassistant\/message \u2192 \u6301\u4e45（\u6a21\u578b\u770b\u5230\u8fc7\u4ec0\u4e48，\u5fc5\u987b\u7559\u4e0b）
        \nagent\/assistant-stream chunk \u2192 \u77ac\u6001（\u6d41\u5f0f\u589e\u91cf，settlement \u540e\u7531\u5b8c\u6574 stream \u53d6\u4ee3）<\/p>\n

        \u6700\u540e\u4e00\u6761\u5c24\u5176\u7cbe\u5999\u3002\u6587\u6863\u8bf4：<\/p>\n

        agent\/assistant-stream \u53d1\u5e03\u8fdb\u7a0b\u672c\u5730 start\u3001\u77ac\u6001 chunk \u4e0e end frame\u3002loop \u4f1a\u5728 committed end frame \u524d\u628a\u5b8c\u6574\u7d27\u51d1 stream \u63d0\u4ea4\u4e3a\u4e00\u4e2a message \u6216\u4ec5\u65e5\u5fd7 attempt\u3002<\/p>\n

        \u5982\u679c\u8fdb\u7a0b\u5728 settlement \u524d\u786c\u4e2d\u65ad，\u5219\u4e0d\u4f1a\u7559\u4e0b\u6301\u4e45 attempt stream\u3002<\/p>\n

        \u4e5f\u5c31\u662f\u8bf4：\u6d41\u5f0f\u8f93\u51fa\u662f"\u76f4\u64ad"，\u6210\u54c1\u7684 stream \u662f"\u5f55\u50cf"\u3002 \u76f4\u64ad\u53ef\u4ee5\u4e22，\u5f55\u50cf\u5fc5\u987b\u5b8c\u6574\u3002\u4e22\u5931\u4e00\u6b21\u7684\u4ee3\u4ef7\u662f"\u8fd9\u6b21\u8f93\u51fa\u6ca1\u7559\u4e0b\u75d5\u8ff9"（\u800c\u4e0d\u662f"\u65e5\u5fd7\u91cc\u591a\u4e86\u4e00\u4e2a\u534a\u622a\u7684\u5783\u573e"）\u3002<\/p>\n

        "\u5b81\u53ef\u4e0d\u7559，\u4e5f\u4e0d\u7559\u534a\u622a"\u2014\u2014\u8fd9\u662f\u4e8b\u4ef6\u65e5\u5fd7\u8bbe\u8ba1\u7684\u6b63\u786e\u6d01\u7656\u3002<\/p>\n

        \n

        \u4e5d\u3001\u95ea\u5149\u70b9\u56db：Scope \u2014\u2014 \u7a7a\u95f4\u7ef4\u5ea6\u7684\u53ef\u7ec4\u5408\u6027<\/h2>\n

        \u524d\u9762\u8bf4\u8fc7，"\u65f6\u7a7a\u53ef\u7ec4\u5408\u6027"\u6709\u4e24\u4e2a\u7ef4\u5ea6\u3002\u65f6\u95f4\u7ef4\u5ea6\u662f"\u53ef\u9006\u526f\u4f5c\u7528"（ctx.effect() \u8fd4\u56de disposer），\u7a7a\u95f4\u7ef4\u5ea6\u5c31\u662f Scope\u3002<\/p>\n

        packages\/core\/scope\/ \u662f\u516d\u4e2a\u4e3b\u5e72\u5305\u91cc\u552f\u4e00\u7684\u96f6\u4f9d\u8d56\u5e93（\u4e0d\u662f\u670d\u52a1）\u3002\u5b83\u7684\u6838\u5fc3\u7c7b\u578b\u7b80\u5355\u5f97\u51fa\u5947：<\/p>\n

        \/\/ packages\/core\/scope\/src\/index.ts:15
        \n\/** An opaque, identity-compared scope key. *\/
        \nexport type ScopeKey = object<\/p>\n

        \u4e00\u4e2a\u4e0d\u900f\u660e\u5bf9\u8c61\u8eab\u4efd\u3002\u6587\u6863\u89e3\u91ca：<\/p>\n

        \u5df2\u4ea4\u4ed8\u7684 agent loop \u4f7f\u7528\u6d3b\u8dc3\u7684 Agent \u5bf9\u8c61\u4f5c\u4e3a\u81ea\u8eab\u7684 key，\u4f46\u8be5\u539f\u8bed\u4ece\u4e0d\u68c0\u89c6\u8be5\u5bf9\u8c61\u3002<\/p>\n

        "\u4ece\u4e0d\u68c0\u89c6\u8be5\u5bf9\u8c61"\u2014\u2014\u8fd9\u662f\u4e2a\u5f88\u514b\u5236\u7684\u8bbe\u8ba1\u3002scope \u4e0d\u5173\u5fc3 key \u662f\u4ec0\u4e48\u7c7b\u578b\u3001\u6709\u4ec0\u4e48\u5b57\u6bb5，\u5b83\u53ea\u505a\u8eab\u4efd\u6bd4\u8f83\u3002\u6240\u4ee5：<\/p>\n

        ScopeKey \u53ef\u4ee5\u662f\u4e00\u4e2a Agent \u5bf9\u8c61
        \n\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u4f1a\u8bdd id
        \n\u4e5f\u53ef\u4ee5\u662f\u4efb\u4f55\u4f60\u60f3\u8981\u7684"\u4f5c\u7528\u57df\u8fb9\u754c"<\/p>\n

        \u800c\u8fd9\u4e2a\u539f\u8bed\u89e3\u51b3\u7684\u95ee\u9898\u662f：<\/p>\n

        \u540c\u4e00\u6ce8\u518c\u4e0a\u4e0b\u6587\u540c\u65f6\u8868\u8fbe\u6bcf\u4e2a agent \u7684\u53ef\u89c1\u6027\u548c\u5171\u4eab\u751f\u547d\u5468\u671f\u6240\u6709\u6743\u3002<\/p>\n

        \u7528\u4eba\u8bdd\u8bf4：\u540c\u4e00\u4e2a ctx.tools \u6ce8\u518c\u8868，\u53ef\u4ee5\u8ba9\u4e0d\u540c agent \u770b\u5230\u4e0d\u540c\u7684\u5de5\u5177\u96c6\u3002<\/p>\n

        \u8fd9\u5728\u591a Agent \u573a\u666f\u4e0b\u662f\u521a\u9700\u3002\u56de\u60f3\u4e00\u4e0b\u524d\u9762\u51e0\u4e2a\u9879\u76ee\u600e\u4e48\u5904\u7406\u8fd9\u4e2a\u95ee\u9898\u7684：<\/p>\n

        OpenHands \u2192 \u6bcf\u4e2a\u4f1a\u8bdd\u4e00\u4e2a Runtime，\u9760\u8fdb\u7a0b\/\u5bb9\u5668\u9694\u79bb
        \nDeerFlow \u2192 sub-agent \u6709\u72ec\u7acb\u6267\u884c\u4e0a\u4e0b\u6587
        \nGoose \u2192 \u6bcf\u4e2a agent \u4e00\u4efd extension \u5217\u8868<\/p>\n

        \u5b83\u4eec\u9760"\u591a\u5b9e\u4f8b"\u6765\u9694\u79bb，dsh \u9760"\u4f5c\u7528\u57df"\u6765\u9694\u79bb\u3002 \u524d\u8005\u8981\u590d\u5236\u6574\u4e2a\u4e16\u754c，\u540e\u8005\u53ea\u5728\u4f60\u9700\u8981\u7684\u5730\u65b9\u52a0\u4e00\u5c42\u8fc7\u6ee4\u3002<\/p>\n

        docs\/subsystems\/scope.zh.md \u91cc\u8fd8\u6709\u4e00\u4e2a\u7ec6\u8282\u503c\u5f97\u6ce8\u610f\u2014\u2014\u6709\u4e2a\u53eb ToolRestriction \u7684\u6982\u5ff5：<\/p>\n

        ToolRestriction\u2014\u2014\u5355\u4e2a\u4f5c\u7528\u57df\u5bf9\u5176\u7ee7\u627f\u5185\u5bb9\u7684\u5b9e\u65f6\u8fc7\u6ee4\u5668\u3002<\/p>\n

        \u6ce8\u610f"\u5b9e\u65f6"\u548c"\u7ee7\u627f"：\u4f5c\u7528\u57df\u662f\u53ef\u4ee5\u7ee7\u627f\u7684（scopeChainOf\u3001bindScopeParent），\u800c\u9650\u5236\u662f\u52a8\u6001\u751f\u6548\u7684\u3002\u8fd9\u5c31\u5141\u8bb8\u4e00\u79cd\u5f88\u5b9e\u7528\u7684\u6a21\u5f0f：<\/p>\n

        \u7236\u4f5c\u7528\u57df：\u6ce8\u518c 20 \u4e2a\u5de5\u5177
        \n \u2193 \u7ee7\u627f
        \n\u5b50\u4f5c\u7528\u57df（\u67d0\u4e2a\u53d7\u9650 agent）：\u5b9e\u65f6\u8fc7\u6ee4\u6389 15 \u4e2a\u5371\u9669\u5de5\u5177<\/p>\n

        \u540c\u4e00\u4efd\u771f\u6e90，\u4e0d\u540c\u7684\u53ef\u89c1\u6027\u89c6\u56fe\u3002 \u8fd9\u548c Session \u7684\u505a\u6cd5（\u4e00\u4efd\u65e5\u5fd7，\u591a\u79cd\u6d3e\u751f）\u5728\u54f2\u5b66\u4e0a\u5b8c\u5168\u4e00\u81f4：<\/p>\n

        dsh \u91cc\u5230\u5904\u90fd\u5728\u505a\u540c\u4e00\u4ef6\u4e8b：\u4fdd\u6301\u552f\u4e00\u771f\u6e90，\u7528\u6295\u5f71\/\u8fc7\u6ee4\u5668\u4ea7\u751f\u4e0d\u540c\u89c6\u56fe\u3002<\/p>\n

        \n

        \u5341\u3001\u95ea\u5149\u70b9\u4e94：Capability Seam \u2014\u2014 \u66ff\u6362\u4e00\u4e2a provider，\u6539\u53d8\u6574\u4e2a\u4ea7\u54c1<\/h2>\n

        docs\/capability-seams.zh.md \u5b9a\u4e49\u4e86\u4e00\u4e2a\u53eb seam \u7684\u6982\u5ff5：<\/p>\n

        \u4e00\u4e2a seam \u662f\u4e00\u9879\u53ef\u66ff\u6362\u80fd\u529b，\u5305\u542b\u4e09\u79cd\u89d2\u8272：\u58f0\u660e\u63a5\u53e3\u7684 Service Definition\u3001\u5b9e\u73b0\u5b83\u7684 Service Provider，\u4ee5\u53ca\u4f7f\u7528\u5b83\u7684 Consumer（\u901a\u5e38\u662f\u9762\u5411\u6a21\u578b\u7684\u5de5\u5177）\u3002<\/p>\n

        \u4e00\u4e2a\u5305\u53ef\u4ee5\u5408\u5e76\u627f\u62c5\u591a\u4e2a\u89d2\u8272，\u4f46\u5355\u4e00\u89d2\u8272\u672c\u8eab\u4e0d\u662f seam；\u6dfb\u52a0\u4e00\u9879\u80fd\u529b\u610f\u5473\u7740\u628a\u4e09\u8005\u4e00\u5e76\u8bbe\u8ba1\u3002<\/p>\n

        \u5b83\u7ed9\u51fa\u7684\u4f8b\u5b50，\u662f\u6574\u4e2a\u9879\u76ee\u91cc\u6700\u80fd\u8bf4\u660e"\u4e3a\u4ec0\u4e48\u8fd9\u6837\u8bbe\u8ba1"\u7684\u4e00\u6bb5：<\/p>\n

        seam \u6b63\u662f\u66ff\u6362\u4e00\u4e2a\u63d0\u4f9b\u65b9\u5c31\u80fd\u6539\u53d8\u6574\u4e2a\u4ea7\u54c1\u7684\u539f\u56e0\u3002\u6587\u4ef6\u7cfb\u7edf\u4e0e\u8fdb\u7a0b\u63d0\u4f9b\u65b9\u5171\u4eab\u540c\u4e00\u4e2a\u6267\u884c\u4e16\u754c，\u56e0\u6b64\u628a\u5b83\u4eec\u6307\u5411\u8fdc\u7a0b\u6c99\u7bb1，\u4e5f\u5c31\u628a Bash\u3001PTY \u548c LSP \u4e00\u5e76\u642c\u4e86\u8fc7\u53bb，\u65e0\u9700\u63d0\u4f9b\u65b9\u4e13\u7528 fork\u3002<\/p>\n

        \u8fd9\u53e5\u8bdd\u503c\u5f97\u53cd\u590d\u8bfb\u3002\u5b83\u8bf4\u7684\u662f：<\/p>\n

        \u4e0d\u662f"\u7ed9 bash \u52a0\u4e00\u4e2a\u8fdc\u7a0b\u6a21\u5f0f"
        \n\u800c\u662f"\u628a\u6587\u4ef6\u7cfb\u7edf\u548c\u8fdb\u7a0b\u7684 provider \u6362\u6389"
        \n \u2193
        \nbash \u8ddf\u7740\u8d70\u4e86
        \nPTY \u8ddf\u7740\u8d70\u4e86
        \nLSP \u8ddf\u7740\u8d70\u4e86<\/p>\n

        \u56e0\u4e3a\u5b83\u4eec\u5171\u4eab\u540c\u4e00\u4e2a"\u6267\u884c\u4e16\u754c"\u3002<\/p>\n

        \u8fd9\u5c31\u548c\u524d\u9762\u51e0\u4e2a\u9879\u76ee\u7684\u505a\u6cd5\u5f62\u6210\u4e86\u9c9c\u660e\u5bf9\u6bd4：<\/p>\n\n\u9879\u76ee\u6c99\u7bb1\/\u6267\u884c\u9694\u79bb\u7684\u505a\u6cd5\u7ed3\u679c<\/tr>\n\n\n\n\n\n
        OpenHands<\/td>\n\u4e13\u95e8\u7684 Runtime \u62bd\u8c61（Docker\/Remote\/Modal\/Runloop）<\/td>\n\u6bcf\u4e2a Runtime \u5b9e\u73b0\u8981\u8986\u76d6\u6240\u6709\u80fd\u529b<\/td>\n<\/tr>\n
        DeerFlow<\/td>\nsandbox\/tools.py + \u591a provider（E2B\/AIO\/local）<\/td>\n\u6c99\u7bb1\u63d0\u4f9b\u7684\u80fd\u529b\u8981\u663e\u5f0f\u5bf9\u9f50<\/td>\n<\/tr>\n
        Goose<\/td>\nBuiltin \u6269\u5c55\u5f00 use_docker<\/td>\nDocker \u662f\u6269\u5c55\u7684\u4e00\u4e2a\u5f00\u5173<\/td>\n<\/tr>\n
        dsh<\/td>\n\u6362\u6389 fs + subprocess \u4e24\u4e2a provider<\/td>\nbash\/PTY\/LSP \u4e00\u8d77\u642c\u5bb6，\u65e0\u9700\u4e13\u7528 fork<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        dsh \u7684\u505a\u6cd5\u6709\u4e2a\u9690\u542b\u524d\u63d0："\u6267\u884c\u4e16\u754c"\u8981\u5148\u88ab\u62bd\u8c61\u6210\u5c11\u6570\u51e0\u4e2a\u57fa\u7840 provider\u3002 \u5982\u679c bash \u662f\u76f4\u63a5\u8c03 child_process.spawn，\u90a3\u5c31\u505a\u4e0d\u5230\u3002<\/p>\n

        \u6240\u4ee5 seam \u7684\u4ef7\u503c\u4e0d\u5728\u4e8e"\u591a\u4e00\u4e2a\u62bd\u8c61\u5c42"，\u800c\u5728\u4e8e"\u628a\u62bd\u8c61\u5c42\u753b\u5728\u6b63\u786e\u7684\u4f4d\u7f6e"\u3002 \u753b\u5bf9\u4e86，\u6362\u4e00\u4e2a provider \u5c31\u642c\u8d70\u4e86\u6574\u4e2a\u6267\u884c\u4e16\u754c；\u753b\u9519\u4e86，\u5c31\u53d8\u6210"\u6bcf\u52a0\u4e00\u4e2a\u73af\u5883，\u5c31\u8981\u6539\u4e94\u4e2a\u5730\u65b9"\u3002<\/p>\n

        seam \u4e5f\u8981\u7ed9 subagent \u7528<\/h3>\n

        \u6587\u6863\u91cc\u8fd8\u6709\u4e00\u53e5\u5f88\u503c\u5f97\u6ce8\u610f：<\/p>\n

        subagent \u63d0\u4f9b\u65b9\u5728\u540c\u4e00\u4e2a\u63a5\u53e3\u4e4b\u540e\u540c\u6837\u5343\u5dee\u4e07\u522b，\u4ece\u65b0\u5efa\u4e00\u4e2a\u5b50 agent，\u5230\u628a\u4e00\u4e2a\u8f6e\u6b21\u59d4\u6d3e\u7ed9\u53e6\u4e00\u4e2a\u4ea7\u54c1\u3002<\/p>\n

        \u4e5f\u5c31\u662f\u8bf4："\u6d3e\u751f\u5b50\u4ee3\u7406"\u8fd9\u4ef6\u4e8b\u672c\u8eab\u4e5f\u662f seam\u3002\u5b83\u7684\u4e24\u79cd\u6781\u7aef\u5b9e\u73b0\u662f：<\/p>\n

        \u5b9e\u73b0 A：\u65b0\u5efa\u4e00\u4e2a\u5b50 Agent（\u8fdb\u7a0b\u5185，\u5171\u4eab runtime）
        \n\u5b9e\u73b0 B：\u628a\u4e00\u4e2a\u8f6e\u6b21\u59d4\u6d3e\u7ed9\u53e6\u4e00\u4e2a\u4ea7\u54c1（\u6bd4\u5982\u628a\u4efb\u52a1\u8f6c\u7ed9\u522b\u7684 Agent \u4ea7\u54c1）<\/p>\n

        dsh \u751a\u81f3\u628a\u5b9e\u9a8c\u6027\u7684 Agent Teams \u4e5f\u505a\u6210\u4e86 seam：<\/p>\n

        \u5b9e\u9a8c\u6027 Agent Teams \u662f ctx.agentTeams \u4e0a\u516c\u5f00\u53d1\u5e03\u3001\u663e\u5f0f\u542f\u7528\u7684\u534f\u4f5c seam，\u5728\u53ef\u7ee7\u7eed subagent \u4e4b\u4e0a\u63d0\u4f9b\u6301\u4e45 roster\u3001\u4efb\u52a1\u677f\u548c mailbox\u3002<\/p>\n

        \u628a"\u591a Agent \u534f\u4f5c"\u964d\u683c\u4e3a\u4e00\u4e2a\u53ef\u5f00\u5173\u7684 seam，\u800c\u4e0d\u662f\u5185\u6838\u80fd\u529b\u2014\u2014\u8fd9\u662f"\u65e0\u7279\u6743\u5185\u6838"\u7406\u5ff5\u8d2f\u5f7b\u5230\u5e95\u7684\u8868\u73b0\u3002<\/p>\n

        \n

        \u5341\u4e00\u3001\u95ea\u5149\u70b9\u516d：Profile \/ Bundle \u2014\u2014 \u7ec4\u88c5\u5373"\u6709\u5e8f patch \u5c42"<\/h2>\n

        \u524d\u9762\u8bb2\u7684\u90fd\u662f"\u96f6\u4ef6\u600e\u4e48\u8bbe\u8ba1"\u3002\u4f46\u96f6\u4ef6\u518d\u591a，\u4e5f\u5f97\u6709\u4eba\u628a\u5b83\u4eec\u62fc\u8d77\u6765\u3002<\/p>\n

        dsh \u7684\u7ec4\u88c5\u6a21\u578b\u662f：\u8fd0\u884c\u4e2d\u7684 dsh \u662f\u4e00\u68f5\u63d2\u4ef6\u6811，\u7531\u542f\u52a8\u65f6\u6309\u5e8f\u53e0\u52a0\u7684\u5404\u5c42\u7ec4\u5408\u800c\u6210\u3002<\/p>\n

        \u4e24\u4e2a\u6982\u5ff5：<\/p>\n

        Profile：\u5177\u540d\u7ec4\u88c5，\u5b58\u653e\u5728 Harness home\u3002\u5b83\u5217\u51fa\u81ea\u5df1\u53e0\u653e\u7684\u7ec4\u5408\u5305，\u5b58\u653e\u6811\u5916\u63d2\u4ef6，\u5e76\u4fdd\u5b58\u7528\u6237\u7684 cordis.patch.yml\u3002\u968f\u53d1\u884c\u7248\u4ea4\u4ed8\u7684\u6709 web\u3001headless\u3001sdk\u3001sdk-minimal\u3001acp \u4e94\u5957\u6a21\u677f\u3002<\/p>\n

        \u7ec4\u5408\u5305（Bundle）：Cordis \u914d\u7f6e\u9879\u53ca\u5176\u6302\u8f7d\u4ee3\u7801\u7684\u5206\u53d1\u683c\u5f0f\u3002<\/p>\n

        \u4e24\u8005\u90fd\u5728\u81ea\u5df1\u7684 package.json \u91cc\u58f0\u660e\u3002\u8fd9\u662f\u771f\u5b9e\u7684\u9a8c\u8bc1\u7ed3\u679c：<\/p>\n

        \/\/ packages\/bundle\/base\/package.json
        \n{
        \n "name": "@deepseek-ai\/dsh-base",
        \n "dsh": {
        \n "bundle": { "patch": ".\/cordis.patch.yml" }
        \n }
        \n}<\/p>\n

        \u800c cordis.patch.yml \u957f\u8fd9\u6837（packages\/bundle\/base\/cordis.patch.yml）：<\/p>\n

        # The dsh-base bundle patch: the shared core of each base-backed profile, applied as
        \n# ONE insert over the empty profile root. Later bundle patches and the user's
        \n# profile cordis.patch.yml address these rows by id, with the last write
        \n# winning per row.
        \n#
        \n# A patch replaces the targeted row's whole `config` rather than merging into
        \n# it, so a row whose value differs by mode does NOT live here…
        \n#
        \n# Row order carries no load semantics (activation is service-availability
        \n# driven); the grouping is for readers.<\/p>\n

        – insert:
        \n – id: tool-plugin-manager
        \n name: '@deepseek-ai\/dsh-plugin-manager\/tools'
        \n disabled: true<\/p>\n

        – id: plugin-manager
        \n name: '@deepseek-ai\/dsh-plugin-manager'
        \n disabled: !!js "!ctx.get('profileContext')"<\/p>\n

        – id: llm
        \n name: '@deepseek-ai\/dsh-llm'<\/p>\n

        – id: session
        \n name: '@deepseek-ai\/dsh-session'
        \n …<\/p>\n

        \u8fd9\u6bb5 YAML \u7684\u6ce8\u91ca\u91cc\u85cf\u7740\u4e09\u4e2a\u8bbe\u8ba1\u51b3\u5b9a，\u6bcf\u4e00\u4e2a\u90fd\u503c\u5f97\u5b66：<\/p>\n

        \u2460 \u4e00\u6761 patch \u66ff\u6362\u6574\u5757 config，\u800c\u4e0d\u662f\u5408\u5e76\u8fdb\u53bb<\/p>\n

        A patch replaces the targeted row's whole config rather than merging into it.<\/p>\n

        \u4e3a\u4ec0\u4e48？\u56e0\u4e3a\u90e8\u5206\u5408\u5e76\u4f1a\u4ea7\u751f"\u6ca1\u4eba\u80fd\u63a8\u7406\u51fa\u6700\u7ec8\u503c"\u7684\u98ce\u9669\u3002\u5982\u679c\u4e09\u5c42 patch \u5404\u6539\u4e86 config \u7684\u4e00\u4e2a\u5b57\u6bb5，\u6700\u7ec8\u503c\u8981\u4eba\u8111\u62fc\u3002\u66ff\u6362\u6574\u5757\u867d\u7136\u5570\u55e6（mode bundle \u8981\u91cd\u8ff0\u5b8c\u6574\u914d\u7f6e），\u4f46\u7ed3\u679c\u6c38\u8fdc\u662f\u786e\u5b9a\u7684\u3002<\/p>\n

        \u8fd9\u662f\u4e2a\u5f88\u6210\u719f\u7684\u53d6\u820d：\u7528"\u5199\u8d77\u6765\u5570\u55e6"\u6362"\u8bfb\u8d77\u6765\u786e\u5b9a"\u3002<\/p>\n

        \u2461 \u884c\u7684\u987a\u5e8f\u4e0d\u627f\u8f7d\u52a0\u8f7d\u8bed\u4e49<\/p>\n

        Row order carries no load semantics (activation is service-availability driven); the grouping is for readers.<\/p>\n

        \u63d2\u4ef6\u4e0d\u662f\u6309\u4f60\u5728 YAML \u91cc\u7684\u987a\u5e8f\u542f\u52a8\u7684，\u800c\u662f\u7531"\u670d\u52a1\u53ef\u7528\u6027"\u9a71\u52a8\u2014\u2014\u4e5f\u5c31\u662f inject \u58f0\u660e\u7684\u4f9d\u8d56\u5173\u7cfb\u3002\u4f60\u5728\u6587\u4ef6\u91cc\u628a session \u5199\u5728 llm \u524d\u9762\u6216\u540e\u9762，\u7ed3\u679c\u4e00\u6837\u3002<\/p>\n

        \u8fd9\u6b63\u662f\u4f9d\u8d56\u6ce8\u5165\u76f8\u5bf9"\u624b\u5de5\u7f16\u6392\u542f\u52a8\u987a\u5e8f"\u7684\u6700\u5927\u4f18\u52bf\u3002 \u800c\u4e14\u5b83\u89e3\u51b3\u4e86\u4e00\u4e2a\u5b9e\u9645\u75db\u70b9：\u52a0\u4e00\u4e2a\u65b0\u63d2\u4ef6，\u4f60\u4e0d\u9700\u8981\u77e5\u9053\u8be5\u63d2\u5728\u7b2c\u51e0\u4f4d\u3002<\/p>\n

        \u2462 \u5206\u5c42\u987a\u5e8f\u662f\u56fa\u5b9a\u7684<\/p>\n

        \u6700\u7ec8\u751f\u6548\u987a\u5e8f\u662f：<\/p>\n

        \u7a7a\u6761\u76ee\u5217\u8868
        \n \u2193 \u6309 profile \u5217\u51fa\u7684\u987a\u5e8f，\u9010\u4e2a\u5e94\u7528\u7ec4\u5408\u5305 patch
        \n \u2193 profile \u7684 cordis.patch.yml
        \n \u2193 home \u7ea7\u7684\u90a3\u4efd cordis.patch.yml
        \n \u2193 \u4efb\u610f –patch overlay<\/p>\n

        "\u6700\u540e\u5199\u5165\u8005\u80dc\u51fa，\u9010\u884c\u751f\u6548"\u3002\u7528\u6237\u6c38\u8fdc\u7ad9\u5728\u6700\u4e0a\u5c42，\u80fd\u8986\u76d6\u4efb\u4f55\u4e1c\u897f\u2014\u2014\u5305\u62ec\u7981\u7528\u4e00\u4e2a\u5b98\u65b9\u63d2\u4ef6\u3002<\/p>\n

        \u5b98\u65b9\u8fd8\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f88\u597d\u7528\u7684\u81ea\u68c0\u547d\u4ee4：<\/p>\n

        dsh –profile web –dump-config<\/p>\n

        \u5b83\u6253\u5370\u51fa\u7684\u4efb\u4f55\u6761\u76ee，\u90fd\u53ef\u4ee5\u7531\u4f60\u81ea\u5df1\u7684 patch \u66ff\u6362\u3002<\/p>\n

        "\u4efb\u4f55\u6761\u76ee\u90fd\u80fd\u88ab\u66ff\u6362"\u8fd9\u53e5\u8bdd，\u662f"\u65e0\u7279\u6743\u5185\u6838"\u6700\u76f4\u767d\u7684\u8868\u8fbe\u3002<\/p>\n

        \n

        \u5341\u4e8c\u3001\u95ea\u5149\u70b9\u4e03：\u5de5\u5177\u6267\u884c\u6d41\u6c34\u7ebf<\/h2>\n

        ctx.tools.execute() \u7684\u6d41\u7a0b（docs\/subsystems\/tools.zh.md）：<\/p>\n

        tools\/pre-execute （\u53ef\u91cd\u6392\u7684 allow\/deny\/ask waterfall）
        \n \u2193
        \n\u5df2\u6ce8\u518c\u7684\u5355\u8c03 guard
        \n \u2193
        \ntools\/execute （\u73af\u7ed5\u5206\u6d3e\u5305\u88c5\u5c42）
        \n \u2193
        \ntools\/post-execute （\u68c0\u67e5\/\u66ff\u6362\u7ed3\u679c）
        \n \u2193
        \n\u6700\u7ec8\u4ea7\u51fa ToolExecutionResult<\/p>\n

        \u8fd9\u4e2a\u8bbe\u8ba1\u91cc\u6709\u4e24\u4e2a\u8bcd\u7279\u522b\u5173\u952e：<\/p>\n

        "\u53ef\u91cd\u6392\u7684 waterfall" \u2014\u2014 \u591a\u4e2a\u7b56\u7565\u63d2\u4ef6（\u6743\u9650\u3001\u5ba1\u8ba1\u3001\u914d\u989d）\u53ef\u4ee5\u901a\u8fc7 waterfall \u7ec4\u5408，\u800c\u4e14\u987a\u5e8f\u53ef\u4ee5\u88ab\u91cd\u6392\u3002\u8fd9\u89e3\u51b3\u4e86\u4e00\u4e2a\u73b0\u5b9e\u95ee\u9898：\u6743\u9650\u68c0\u67e5\u5e94\u8be5\u5728\u6700\u5916\u5c42\u8fd8\u662f\u6700\u5185\u5c42？<\/p>\n

        "\u5355\u8c03 guard" \u2014\u2014 \u6ce8\u610f\u662f"\u5355\u8c03"（monotonic）\u3002\u8fd9\u4e2a\u8bcd\u610f\u5473\u7740\u7b56\u7565\u53ea\u80fd\u8d8a\u6765\u8d8a\u4e25\u683c，\u4e0d\u80fd\u653e\u677e\u3002\u8fd9\u662f\u4e00\u4e2a\u5f88\u806a\u660e\u7684\u7ea6\u675f：<\/p>\n

        \u63d2\u4ef6 A：\u8fd9\u4e2a\u5de5\u5177\u5141\u8bb8
        \n\u63d2\u4ef6 B：\u4e0d，\u8fd9\u4e2a\u5de5\u5177\u7981\u6b62 \u2190 \u5355\u8c03：\u7981\u5c31\u662f\u7981，\u540e\u7eed\u63d2\u4ef6\u4e0d\u80fd\u7ffb\u56de\u6765<\/p>\n

        \u5982\u679c guard \u662f\u53ef\u653e\u677e\u7684，\u90a3\u4e48"\u5b89\u5168\u7b56\u7565"\u5c31\u53d8\u6210\u4e86"\u6700\u540e\u6ce8\u518c\u7684\u90a3\u4e2a\u63d2\u4ef6\u8bf4\u4e86\u7b97"\u2014\u2014\u8fd9\u662f\u4e2a\u5b89\u5168\u6f0f\u6d1e\u3002\u7528"\u5355\u8c03"\u628a\u8bed\u4e49\u9489\u6b7b，\u8bf4\u660e\u8bbe\u8ba1\u8005\u771f\u7684\u60f3\u8fc7\u8fd9\u4e2a\u95ee\u9898\u3002<\/p>\n

        \u8c03\u5ea6：\u5c4f\u969c + \u6eda\u52a8\u6c60<\/h3>\n

        \u5de5\u5177\u8c03\u7528\u7684\u8c03\u5ea6\u65b9\u5f0f\u4e5f\u503c\u5f97\u4e00\u63d0：<\/p>\n

        \/**
        \n * Scheduling mode for one pending call. `parallel` may overlap with siblings;
        \n * `exclusive` runs alone and forms an ordering barrier.
        \n *\/
        \ntype ToolExecutionMode =
        \n | { kind: 'parallel' }
        \n | { kind: 'exclusive' }<\/p>\n

        \u5bf9\u5e94\u6587\u6863\u91cc\u7684：<\/p>\n

        agent loop \u5411\u6ce8\u518c\u8868\u67e5\u8be2\u6bcf\u4e2a\u5f85\u5904\u7406\u8c03\u7528\u7684\u6267\u884c\u6a21\u5f0f，\u5e76\u636e\u6b64\u5f62\u6210\u72ec\u5360\u5c4f\u969c\u548c\u6eda\u52a8\u6c60\u5e76\u884c\u6267\u884c\u3002<\/p>\n

        \u4e5f\u5c31\u662f\u8bf4：\u5e76\u884c\u662f\u6709\u8fb9\u754c\u7684\u3002<\/p>\n

        \u5de5\u5177 A（parallel） \u2510
        \n\u5de5\u5177 B（parallel） \u251c\u2500 \u6eda\u52a8\u6c60：\u5e76\u884c\u6267\u884c
        \n\u5de5\u5177 C（exclusive） \u2518\u2500 \u5c4f\u969c：\u7b49\u524d\u9762\u5168\u5b8c，\u72ec\u5360\u6267\u884c，\u540e\u9762\u518d\u7b49\u5b83<\/p>\n

        \u4e3a\u4ec0\u4e48\u9700\u8981 exclusive？\u56e0\u4e3a\u6709\u4e9b\u64cd\u4f5c\u5929\u7136\u4e0d\u80fd\u5e76\u884c\u2014\u2014\u6bd4\u5982\u6539\u540c\u4e00\u4e2a\u6587\u4ef6\u3001\u63d0\u4ea4 git\u3001\u5199\u6570\u636e\u5e93\u3002<\/p>\n

        \u5927\u591a\u6570\u6846\u67b6\u8981\u4e48\u5168\u4e32\u884c（\u6162），\u8981\u4e48\u5168\u5e76\u884c（\u5371\u9669）\u3002 dsh \u8ba9\u5de5\u5177\u81ea\u5df1\u58f0\u660e\u81ea\u5df1\u7684\u6267\u884c\u6a21\u5f0f，\u7531 loop \u6309\u58f0\u660e\u8c03\u5ea6\u3002\u8fd9\u662f\u4e2a"\u628a\u5e76\u53d1\u8bed\u4e49\u4ea4\u8fd8\u7ed9\u80fd\u529b\u63d0\u4f9b\u65b9"\u7684\u8bbe\u8ba1\u3002<\/p>\n

        \n

        \u5341\u4e09\u3001\u95ea\u5149\u70b9\u516b：\u4e0d\u53d8\u91cf\u673a\u5236 \u2014\u2014 \u6bcf\u4e2a\u5305\u4e3a\u81ea\u5df1\u7684\u5951\u7ea6\u8d1f\u8d23<\/h2>\n

        \u8fd9\u662f\u6211\u5728\u8fd9\u516b\u4e2a\u9879\u76ee\u91cc\u7b2c\u4e00\u6b21\u89c1\u5230\u7684\u8bbe\u8ba1\u3002<\/p>\n

        packages\/runtime-diagnostics\/invariants\/ \u63d0\u4f9b ctx.invariants\u2014\u2014\u4e00\u4e2a\u53ef\u914d\u7f6e\u7684\u8fd0\u884c\u65f6\u4e0d\u53d8\u5f0f\u68c0\u67e5\u6ce8\u518c\u8868：<\/p>\n

        \u6bcf\u4e2a\u5de5\u4f5c\u533a\u5305\u53d1\u5e03\u4e00\u4e2a .\/invariant \u914d\u5957\u63d2\u4ef6，\u4ee5\u81ea\u5df1\u786e\u5207\u7684 npm \u5305\u540d\u6ce8\u518c\u68c0\u67e5\u3002<\/p>\n

        \u4e5f\u5c31\u662f\u8bf4：<\/p>\n

        dsh-session \u2192 \u53d1\u5e03 session\/src\/invariant.ts
        \ndsh-agent-loop \u2192 \u53d1\u5e03 agent-loop\/src\/invariant.ts
        \ndsh-tools \u2192 \u53d1\u5e03 tools\/src\/invariant.ts<\/p>\n

        （\u6211\u9a8c\u8bc1\u8fc7，\u8fd9\u4e09\u4e2a\u6587\u4ef6\u90fd\u771f\u5b9e\u5b58\u5728\u3002）<\/p>\n

        \u4e3a\u4ec0\u4e48\u8fd9\u4e2a\u8bbe\u8ba1\u597d？<\/p>\n

        \u56e0\u4e3a\u5b83\u628a"\u8c01\u6700\u61c2\u81ea\u5df1\u7684\u4e0d\u53d8\u91cf"\u8fd9\u4e2a\u95ee\u9898\u56de\u7b54\u5bf9\u4e86：<\/p>\n\n\u505a\u6cd5\u95ee\u9898<\/tr>\n\n\n\n
        \u6838\u5fc3\u5199\u4e00\u5806\u5168\u5c40\u68c0\u67e5<\/td>\n\u6838\u5fc3\u8981\u77e5\u9053\u6240\u6709\u5305\u7684\u5185\u90e8\u7ea6\u5b9a \u2192 \u5fc5\u7136\u8026\u5408<\/td>\n<\/tr>\n
        \u6bcf\u4e2a\u5305\u81ea\u5df1\u68c0\u67e5<\/td>\n\u2705 \u5305\u6700\u61c2\u81ea\u5df1\u7684\u5951\u7ea6，\u6838\u5fc3\u53ea\u7ba1\u8c03\u5ea6\u548c\u5f52\u56e0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \u6587\u6863\u8fd8\u7279\u522b\u5f3a\u8c03\u4e86\u4e24\u4ef6\u4e8b：<\/p>\n

        \u2460 \u68c0\u67e5\u7684\u8fb9\u754c<\/p>\n

        \u68c0\u67e5\u53ef\u4ee5\u65ad\u8a00\u4ec0\u4e48（\u6743\u5a01\u4e8b\u4ef6\u6d41\u6216\u53ef\u53d8\u6570\u636e，\u7edd\u4e0d\u662f\u670d\u52a1\u6216\u65b9\u6cd5\u662f\u5426\u5b58\u5728）<\/p>\n

        "\u7edd\u4e0d\u662f\u670d\u52a1\u6216\u65b9\u6cd5\u662f\u5426\u5b58\u5728"\u2014\u2014\u8fd9\u6761\u7981\u4ee4\u5f88\u7cbe\u786e\u3002\u56e0\u4e3a"\u67d0\u4e2a\u670d\u52a1\u5b58\u5728\u5417"\u662f\u4f9d\u8d56\u6ce8\u5165\u8be5\u7ba1\u7684\u4e8b（inject \u673a\u5236\u5df2\u7ecf\u4fdd\u8bc1\u4e86），\u8ba9\u4e0d\u53d8\u91cf\u53bb\u67e5\u8fd9\u4e2a，\u7b49\u4e8e\u91cd\u590d\u5b9e\u73b0\u4e00\u5957\u673a\u5236\u3002<\/p>\n

        \u4e0d\u53d8\u91cf\u8be5\u7ba1\u7684\u662f\u8bed\u4e49：\u6bd4\u5982"\u540c\u4e00\u4e2a\u6b65\u9aa4\u91cc\u7684 tool\/call \u548c tool\/result \u5fc5\u987b\u914d\u5bf9"（assertToolResultRewrite）\u3001"\u8f6e\u6b21\u4e0e\u6b65\u9aa4\u7f16\u53f7\u5fc5\u987b\u5355\u8c03"（seq-ranges.ts）\u3002<\/p>\n

        \u2461 \u53ef\u4ee5\u4e3a\u7279\u5b9a\u5305\u5f00\u5173<\/p>\n

        interface Config {
        \n \/** Global switch; defaults to `true`. *\/
        \n readonly enabled?: boolean
        \n \/** Case-sensitive JavaScript regex sources that admit package names; empty admits all. *\/
        \n readonly package_allowlist?: string[]
        \n \/** Case-sensitive JavaScript regex sources that exclude package names after allowlist matching. *\/
        \n readonly package_blocklist?: string[]
        \n}<\/p>\n

        \u7528\u6b63\u5219 allowlist\/blocklist \u9009\u62e9\u8981\u8dd1\u54ea\u4e9b\u5305\u7684\u68c0\u67e5\u3002\u800c\u4e14\u6709\u4e2a\u7ec6\u8282\u2014\u2014<\/p>\n

        \u6821\u9a8c\u5728\u670d\u52a1\u542f\u52a8\u65f6\u660e\u786e\u62a5\u9519：\u7a7a\u767d\u3001\u9996\u5c3e\u5e26\u7a7a\u767d\u3001\u91cd\u590d\u6216\u65e0\u6548\u7684\u6761\u76ee\u4f1a\u629b\u51fa\u5f02\u5e38，\u800c\u4e0d\u662f\u88ab\u8df3\u8fc7\u3002<\/p>\n

        \u914d\u7f6e\u5199\u9519\u4e86\u8981\u70b8，\u4e0d\u80fd\u9759\u9ed8\u8df3\u8fc7\u3002 \u8fd9\u6761\u89c4\u5219\u548c\u540e\u9762\u8981\u8bb2\u7684\u90a3\u6b21\u6545\u969c（!!js \u9759\u9ed8\u6ca1\u751f\u6548）\u6070\u597d\u662f\u540c\u4e00\u4e2a\u6559\u8bad\u7684\u4e24\u9762\u2014\u2014\u80fd\u62a5\u9519\u7684\u5c31\u4e00\u5b9a\u8981\u62a5\u9519，\u56e0\u4e3a\u9759\u9ed8\u5931\u6548\u662f\u6700\u8d35\u7684 bug\u3002<\/p>\n

        \n

        \u5341\u56db\u3001\u4ee3\u4ef7：\u4e00\u6b21\u771f\u5b9e\u6545\u969c，\u6bd4\u4efb\u4f55\u67b6\u6784\u56fe\u90fd\u6709\u8bf4\u670d\u529b<\/h2>\n

        \u524d\u9762\u8bb2\u7684\u90fd\u662f\u6536\u76ca\u3002\u73b0\u5728\u8bb2\u4ee3\u4ef7\u2014\u2014\u800c\u8fd9\u4e00\u6b21，\u6211\u4e0d\u6253\u7b97\u81ea\u5df1\u63a8\u6d4b，\u56e0\u4e3a\u5b98\u65b9\u81ea\u5df1\u5199\u4e86\u590d\u76d8\u3002<\/p>\n

        docs\/postmortem\/0002-js-expression-disabled-filesystem-tools.zh.md，\u6807\u9898\u662f：<\/p>\n

        \u4e8b\u6545\u590d\u76d8 0002：\u6587\u4ef6\u7cfb\u7edf\u5feb\u7167\u5de5\u5177\u88ab\u6c38\u4e45\u7981\u7528<\/p>\n

        \u6458\u8981：<\/p>\n

        ACP \u793a\u4f8b\u8bd5\u56fe\u901a\u8fc7 disabled: !!js … \u6709\u6761\u4ef6\u5730\u542f\u7528\u6587\u4ef6\u7cfb\u7edf\u63d2\u4ef6，\u4f46 Cordis \u4ec5\u5728\u63d2\u4ef6 config \u5185\u90e8\u5bf9 JavaScript \u8868\u8fbe\u5f0f\u6c42\u503c\u3002\u539f\u59cb\u7684\u8868\u8fbe\u5f0f\u5bf9\u8c61\u4e3a truthy，\u56e0\u6b64\u6587\u4ef6\u7cfb\u7edf\u6808\u59cb\u7ec8\u5904\u4e8e\u7981\u7528\u72b6\u6001\u3002<\/p>\n

        \u6839\u56e0\u5199\u5f97\u66f4\u6e05\u695a：<\/p>\n

        \u5b9e\u73b0\u65f6\u5047\u8bbe !!js \u9002\u7528\u4e8e\u6574\u4e2a Loader \u914d\u7f6e\u9879\u3002\u5b9e\u9645\u53ea\u6709 entry.options.config \u4f7f\u7528\u5b83：Entry._resolveConfig() \u5bf9\u8be5\u5b57\u6bb5\u8fdb\u884c\u63d2\u503c，\u800c Entry.disabled \u76f4\u63a5\u6d4b\u8bd5 entry.options.disabled，\u4e0d\u7ecf\u8fc7\u63d2\u503c\u3002<\/p>\n

        YAML \u6807\u7b7e\u5728\u8bed\u6cd5\u4e0a\u5408\u6cd5，\u56e0\u6b64\u52a0\u8f7d\u8fc7\u7a0b\u4e0d\u4ea7\u751f\u4efb\u4f55\u8bca\u65ad\u4fe1\u606f\u3002<\/p>\n

        \u8bf7\u4ed4\u7ec6\u770b\u8fd9\u6bb5\u3002\u8fd9\u662f"\u58f0\u660e\u5f0f\u63d2\u4ef6\u914d\u7f6e"\u6700\u5178\u578b\u7684\u5931\u8d25\u6a21\u5f0f：<\/p>\n

        \u914d\u7f6e\u5199\u6cd5：disabled: !!js "someExpression()"
        \n \u2193
        \nYAML \u8bed\u6cd5：\u2705 \u5408\u6cd5
        \n\u52a0\u8f7d\u8fc7\u7a0b：\u2705 \u65e0\u62a5\u9519
        \n\u8fd0\u884c\u7ed3\u679c：\u274c \u8868\u8fbe\u5f0f\u5bf9\u8c61\u6052\u4e3a truthy \u2192 \u63d2\u4ef6\u6c38\u4e45\u7981\u7528<\/p>\n

        \u8bed\u6cd5\u5408\u6cd5 + \u9759\u9ed8\u5931\u6548 = \u6700\u96be\u67e5\u7684 bug\u3002<\/p>\n

        \u66f4\u53ef\u6015\u7684\u662f\u7b2c\u4e8c\u90e8\u5206：\u6d4b\u8bd5\u8fd8\u901a\u8fc7\u4e86<\/h3>\n

        \u590d\u76d8\u91cc\u5199\u4e86\u5bf9\u5f71\u54cd\u8303\u56f4\u7684\u8bf4\u660e：<\/p>\n

        \u4e03\u4e2a\u6587\u4ef6\u7cfb\u7edf\u573a\u666f\u548c\u4e00\u4e2a\u6df7\u5408\u5de5\u4f5c\u533a\u7f16\u8f91\u573a\u666f\u8c03\u7528\u4e86\u6ce8\u518c\u8868\u4e2d\u4e0d\u5b58\u5728\u7684\u5de5\u5177\u3002\u5176\u7ed3\u6784\u5316\u4f1a\u8bdd\u65e5\u5fd7\u643a\u5e26 ToolNotFoundError（code \u4e3a UNKNOWN_TOOL），stdout \u6e32\u67d3\u51fa\u901a\u7528\u7684\u5931\u8d25\u5de5\u5177\u5361\u7247\u3002<\/p>\n

        \u5feb\u7167\u5957\u4ef6\u901a\u8fc7\u4e86，\u56e0\u4e3a\u7ed3\u6784\u5316\u4f1a\u8bdd\u65e5\u5fd7\u548c stdout \u6e32\u67d3\u51fa\u7684\u901a\u7528\u5931\u8d25\u5de5\u5177\u5361\u7247\u5747\u4e0e\u5237\u65b0\u540e\u7684 fixture（\u6d4b\u8bd5\u524d\u7f6e\u6570\u636e）\u5339\u914d；\u5b83\u8bc1\u660e\u7684\u662f\u56de\u5f52\u7684\u786e\u5b9a\u6027\u56de\u653e，\u800c\u975e\u6587\u4ef6\u7cfb\u7edf\u884c\u4e3a\u7684\u6b63\u786e\u6027\u3002<\/p>\n

        \u8fd9\u662f\u6211\u770b\u8fc7\u6700\u503c\u5f97\u5f15\u7528\u7684\u6d4b\u8bd5\u6559\u8bad：<\/p>\n

        \u5feb\u7167\u6d4b\u8bd5\u901a\u8fc7 \u2260 \u529f\u80fd\u6b63\u786e\u3002<\/p>\n

        \u5f53"\u9884\u671f\u8f93\u51fa"\u662f\u4ece"\u5b9e\u9645\u8f93\u51fa"\u5237\u65b0\u51fa\u6765\u7684，\u6d4b\u8bd5\u5c31\u4ece"\u9a8c\u8bc1\u884c\u4e3a"\u9000\u5316\u6210"\u8bb0\u5f55\u884c\u4e3a"\u3002<\/p>\n

        \u4e00\u4e2a\u5de5\u5177\u88ab\u7981\u7528\u5230"\u5b8c\u5168\u4e0d\u5b58\u5728"，\u6d4b\u8bd5\u5957\u4ef6\u4f9d\u7136\u5168\u7eff\u2014\u2014\u56e0\u4e3a\u6d4b\u8bd5\u8bb0\u5f55\u7684\u662f"\u5931\u8d25\u957f\u4ec0\u4e48\u6837"，\u800c\u4e0d\u662f"\u5e94\u8be5\u6210\u529f"\u3002<\/p>\n

        \u590d\u76d8\u7ed9\u51fa\u7684\u56db\u6761\u6559\u8bad<\/h3>\n

        \u5b98\u65b9\u5217\u51fa\u4e86\u6559\u8bad，\u6211\u539f\u6837\u5f15\u7528，\u56e0\u4e3a\u5b83\u4eec\u6bd4\u4efb\u4f55"\u6700\u4f73\u5b9e\u8df5\u6e05\u5355"\u90fd\u771f\u5b9e：<\/p>\n

          \n
        • \u8bed\u6cd5\u4e0a\u88ab\u63a5\u53d7\u7684\u914d\u7f6e\u503c\u4e0d\u4e00\u5b9a\u5728\u8be5\u4f4d\u7f6e\u88ab\u6c42\u503c；\u5e94\u8bb0\u5f55\u5e76\u9a8c\u8bc1\u5177\u4f53\u5bf9\u54ea\u4e9b\u5b57\u6bb5\u8fdb\u884c\u63d2\u503c\u3002<\/li>\n
        • \u5feb\u7167\u5237\u65b0\u662f fixture \u7684\u751f\u4ea7\u8fc7\u7a0b，\u4e0d\u662f\u6b63\u786e\u6027\u5ba1\u67e5\u3002 \u8bf8\u5982\u5df2\u6ce8\u518c\u5de5\u5177\u7f3a\u5931\u8fd9\u7c7b\u8bed\u4e49\u4e0a\u4e0d\u53ef\u80fd\u7684\u7ed3\u679c，\u9700\u8981\u72ec\u7acb\u4e8e\u9884\u671f\u8f93\u51fa\u7684\u65ad\u8a00\u3002<\/li>\n
        • \u6743\u9650\u63a7\u5236\u53ea\u5e94\u63cf\u8ff0\u5176\u5b9e\u9645\u7ba1\u8f96\u7684\u80fd\u529b\u3002<\/li>\n
        • （\u9632\u62a4\u63aa\u65bd）verify-cordis-config \u89e3\u6790\u4ed3\u5e93\u4e2d\u7684 Cordis YAML，\u62d2\u7edd Loader \u914d\u7f6e\u9879\u5143\u6570\u636e\u4e2d\u7684\u8868\u8fbe\u5f0f\u8282\u70b9\u3002<\/li>\n<\/ul>\n

          \u6ce8\u610f\u6700\u540e\u4e00\u6761\u2014\u2014\u4ed6\u4eec\u7684\u4fee\u590d\u65b9\u5f0f\u4e0d\u662f"\u6539\u5b8c\u4e4b\u540e\u66f4\u5c0f\u5fc3"，\u800c\u662f\u52a0\u4e86\u4e00\u4e2a\u9759\u6001\u68c0\u67e5：\u89e3\u6790\u6240\u6709 Cordis YAML，\u53ea\u8981\u53d1\u73b0 disabled \u8fd9\u7c7b\u5143\u6570\u636e\u91cc\u51fa\u73b0\u8868\u8fbe\u5f0f\u8282\u70b9，\u5c31\u62a5\u9519\u3002<\/p>\n

          \u8fd9\u662f"\u628a\u8e29\u8fc7\u7684\u5751\u53d8\u6210\u5de5\u5177"\u7684\u6b63\u786e\u59ff\u52bf\u3002<\/p>\n

          \u8fd9\u4e00\u8282\u60f3\u8bf4\u4ec0\u4e48<\/h3>\n

          \u6211\u60f3\u8bf4\u7684\u662f："Everything is a Plugin" \u7684\u4ee3\u4ef7，\u4e0d\u662f"\u62bd\u8c61\u5c42\u592a\u591a"，\u800c\u662f"\u5931\u8d25\u6a21\u5f0f\u53d8\u9690\u853d\u4e86"\u3002<\/p>\n

          \u5728\u4f20\u7edf\u7684\u5199\u6b7b\u67b6\u6784\u91cc：<\/p>\n

          \u6587\u4ef6\u7cfb\u7edf\u5de5\u5177\u6ca1\u6ce8\u518c \u2192 \u4ee3\u7801\u91cc grep \u4e00\u4e0b\u5c31\u77e5\u9053\u4e3a\u4ec0\u4e48<\/p>\n

          \u5728\u63d2\u4ef6\u5316\u67b6\u6784\u91cc：<\/p>\n

          \u6587\u4ef6\u7cfb\u7edf\u5de5\u5177\u6ca1\u6ce8\u518c
          \n \u2192 \u914d\u7f6e\u8bed\u6cd5\u6ca1\u9519
          \n \u2192 \u52a0\u8f7d\u65e5\u5fd7\u6ca1\u62a5\u9519
          \n \u2192 \u4f46\u67d0\u4e2a\u5b57\u6bb5\u6ca1\u88ab\u6c42\u503c
          \n \u2192 \u800c\u5b83\u957f\u5f97\u5f88\u50cf\u4f1a\u88ab\u6c42\u503c<\/p>\n

          \u63d2\u4ef6\u5316\u7684\u6536\u76ca\u662f"\u6539\u914d\u7f6e\u5c31\u80fd\u6539\u884c\u4e3a"；\u4ee3\u4ef7\u662f"\u6539\u9519\u4e86\u4e0d\u4e00\u5b9a\u62a5\u9519"\u3002<\/p>\n

          \u800c dsh \u7684\u5e94\u5bf9（verify-cordis-config \u9759\u6001\u5b88\u536b + \u542f\u52a8\u65f6\u629b\u5f02\u5e38\u800c\u4e0d\u662f\u9759\u9ed8\u8df3\u8fc7 + \u5feb\u7167\u62d2\u7edd\u7ed3\u6784\u5316\u9519\u8bef\u7ed3\u679c）\u6070\u597d\u7ed9\u51fa\u4e86\u901a\u7528\u7b54\u6848：<\/p>\n

          \u63d2\u4ef6\u5316\u67b6\u6784\u7684\u6210\u719f\u5ea6，\u4e0d\u4f53\u73b0\u5728"\u6709\u591a\u5c11\u6269\u5c55\u70b9"，\u800c\u4f53\u73b0\u5728"\u6709\u591a\u5c11\u9053\u9632\u7ebf"\u3002<\/p>\n

          \n

          \u5341\u4e94\u3001\u4ee3\u4ef7：\u62bd\u8c61\u5c42\u6570\u4e0e\u5b66\u4e60\u6210\u672c<\/h2>\n

          \u9664\u4e86\u5931\u8d25\u6a21\u5f0f，\u8fd8\u6709\u66f4\u6734\u7d20\u7684\u6210\u672c\u2014\u2014\u8981\u7406\u89e3\u5b83，\u4f60\u5f97\u5148\u5b66\u591a\u5c11\u4e1c\u897f\u3002<\/p>\n

          \u6211\u5b9e\u9645\u8d70\u4e86\u4e00\u904d，\u95e8\u69db\u5927\u6982\u662f\u8fd9\u6837\u7684：<\/p>\n

          \u7b2c 1 \u5c42：Cordis \u7684\u4e94\u4e2a\u6982\u5ff5
          \n （\u63d2\u4ef6 \/ Context \/ inject \/ \u7c7b\u578b\u5316\u4e8b\u4ef6 \/ \u53ef\u9006\u526f\u4f5c\u7528）<\/p>\n

          \u7b2c 2 \u5c42：\u4e94\u79cd\u4e8b\u4ef6\u5206\u53d1\u6a21\u5f0f
          \n （emit \/ waterfall \/ parallel \/ serial \/ bail）
          \n + waterfall \u7684"\u73af\u7ed5\u4e2d\u95f4\u4ef6"\u8bed\u4e49<\/p>\n

          \u7b2c 3 \u5c42：\u4e09\u7c7b\u4e8b\u4ef6\u57df\u5982\u4f55\u9009
          \n （\u4f1a\u8bdd\u4e8b\u4ef6 \/ Agent \u4e8b\u4ef6 \/ \u80fd\u529b\u4e8b\u4ef6）<\/p>\n

          \u7b2c 4 \u5c42：\u4e3b\u5e72\u516d\u4e2a\u5305 + 54 \u4e2a\u5305\u7684\u5206\u5e03<\/p>\n

          \u7b2c 5 \u5c42：Profile \/ Bundle \/ patch \u53e0\u52a0\u987a\u5e8f<\/p>\n

          \u7b2c 6 \u5c42：Scope \u7684\u4f5c\u7528\u57df\u7ee7\u627f\u4e0e\u8fc7\u6ee4<\/p>\n

          \u7b2c 7 \u5c42：seam \u4e09\u89d2\u8272（Definition \/ Provider \/ Consumer）<\/p>\n

          \u5b98\u65b9\u5f88\u5766\u8bda\u5730\u627f\u8ba4\u4e86\u8fd9\u4e2a\u95e8\u69db\u2014\u2014docs\/architecture.zh.md \u7b2c\u4e00\u53e5\u5c31\u662f：<\/p>\n

          \u6539\u52a8 packages\/ \u4e0b\u7684\u4efb\u4f55\u5185\u5bb9\u4e4b\u524d，\u8bf7\u5148\u9605\u8bfb\u672c\u6587\u3002\u672c\u6587\u5047\u5b9a\u4f60\u5df2\u4e86\u89e3 Cordis；\u5982\u679c\u5c1a\u672a\u4e86\u89e3，\u8bf7\u5148\u9605\u8bfb\u5165\u95e8\u6216\u6559\u7a0b\u3002<\/p>\n

          \u5efa\u8bae\u4f7f\u7528 agent \u63a2\u7d22\u4ee3\u7801\u5e93\u5e76\u7406\u89e3\u5176\u67b6\u6784\u3002<\/p>\n

          \u6700\u540e\u4e00\u53e5\u5f88\u6709\u610f\u601d：\u9879\u76ee\u81ea\u5df1\u5efa\u8bae\u4f60\u7528 AI Agent \u6765\u7406\u89e3\u5b83\u3002 \u8fd9\u65e2\u662f\u5766\u8bda（\u627f\u8ba4\u590d\u6742\u5ea6\u9ad8），\u4e5f\u4fa7\u9762\u8bf4\u660e\u4e86\u89c4\u6a21\u2014\u20142206 \u7bc7\u51b3\u7b56\u8bb0\u5f55\u30013198 \u4e2a TS \u6587\u4ef6，\u4eba\u529b\u901a\u8bfb\u4e0d\u73b0\u5b9e\u3002<\/p>\n

          \u5bf9\u7b80\u5355\u573a\u666f，\u5b83\u786e\u5b9e\u662f\u8fc7\u5ea6\u8bbe\u8ba1<\/h3>\n

          \u4e00\u4e2a\u8bda\u5b9e\u7684\u5224\u65ad：<\/p>\n\n\u4f60\u7684\u573a\u666f\u8be5\u7528\u4ec0\u4e48<\/tr>\n\n\n\n\n
          \u4e00\u4e2a Agent + 3 \u4e2a\u5de5\u5177 + 1 \u4e2a\u6a21\u578b<\/td>\n\u522b\u7528 dsh，100 \u884c\u624b\u5199 loop \u66f4\u5feb<\/td>\n<\/tr>\n
          \u9700\u8981\u591a\u6a21\u578b + \u591a\u4f1a\u8bdd + \u53ef\u6062\u590d<\/td>\n\u7528 LangGraph \/ DeerFlow \u7ea7\u522b\u5c31\u591f<\/td>\n<\/tr>\n
          \u8981\u505a\u4e00\u4e2a\u4f1a\u88ab\u53cd\u590d\u91cd\u7ec4\u7684\u4ea7\u54c1（\u591a\u7aef + \u591a profile + \u53ef\u6362 loop + \u591a\u79df\u6237\u4f5c\u7528\u57df）<\/td>\ndsh \u8fd9\u7c7b\u67b6\u6784\u5f00\u59cb\u6709\u610f\u4e49<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

          docs\/architecture.zh.md \u91cc\u6709\u4e00\u53e5\u8bdd\u8bf4\u660e\u4e86\u5b83\u7684\u76ee\u6807\u573a\u666f：<\/p>\n

          \u53d7\u652f\u6301\u7684 Node \u5e94\u7528\u901a\u8fc7\u5177\u540d dsh profile \u542f\u52a8\u3002\u968f\u9644 profile \u4e3a web\u3001headless\u3001sdk\u3001sdk-minimal \u548c acp\u3002<\/p>\n

          \u4e94\u4e2a profile\u3001\u56db\u79cd\u7aef（Web\/Desktop\/CLI\/SDK）\u3001\u4e24\u79cd\u8bed\u8a00 SDK（TypeScript + Python）\u2014\u2014\u8fd9\u624d\u662f\u5b83\u8981\u652f\u6491\u7684\u4e1c\u897f\u3002<\/p>\n

          \u6240\u4ee5\u5bf9\u5b83\u7684\u67b6\u6784\u8bc4\u4ef7，\u6807\u51c6\u5e94\u8be5\u662f：<\/p>\n

          \u4e0d\u662f"\u5b83\u7b80\u5355\u4e0d\u7b80\u5355"，\u800c\u662f"\u5b83\u7528\u8fd9\u4efd\u590d\u6742\u5ea6，\u6362\u5230\u4e86\u591a\u5c11\u7ec4\u88c5\u81ea\u7531\u5ea6"\u3002<\/p>\n

          \u6211\u7684\u5224\u65ad\u662f：\u6362\u5230\u4e86\u3002 \u4f46\u524d\u63d0\u662f\u4f60\u771f\u7684\u662f\u5728\u505a\u4ea7\u54c1，\u4e0d\u662f\u4e00\u4e2a\u9879\u76ee\u3002<\/p>\n

          \n

          \u5341\u516d\u3001\u4ee3\u4ef7：\u5f00\u53d1\u8005\u9884\u89c8\u9636\u6bb5\u7684\u4e0d\u7a33\u5b9a<\/h2>\n

          \u6700\u540e\u4e00\u4e2a\u4ee3\u4ef7，\u5199\u5728 README \u91cc：<\/p>\n

          \u5f00\u53d1\u8005\u9884\u89c8<\/h3>\n

          DeepSeek Harness \u5904\u4e8e \u5f00\u53d1\u8005\u9884\u89c8 \u9636\u6bb5，\u6b63\u5728\u5feb\u901f\u8fed\u4ee3\u3002\u672a\u6765\u5c06\u51fa\u73b0\u7834\u574f\u517c\u5bb9\u6027\u7684\u53d8\u66f4\u3002<\/p>\n

          \u7248\u672c\u53f7 0.1.6-alpha.2 \u4e5f\u5370\u8bc1\u4e86\u8fd9\u4e00\u70b9\u3002<\/p>\n

          \u8fd9\u610f\u5473\u7740\u4e24\u4ef6\u4e8b：<\/p>\n

          \u2460 \u73b0\u5728\u5b66\u5b83，\u5b66\u5230\u7684\u662f"\u601d\u8def"，\u4e0d\u662f"API"\u3002<\/p>\n

          \u5177\u4f53\u4ee3\u7801\u4f1a\u53d8，\u4f46"\u4e09\u7c7b\u4e8b\u4ef6\u57df"\u3001"\u65e0\u7279\u6743\u5185\u6838"\u3001"\u53ef\u9006\u526f\u4f5c\u7528"\u8fd9\u4e9b\u8bbe\u8ba1\u5224\u65ad，\u662f\u80fd\u5e26\u8d70\u7684\u3002<\/p>\n

          \u2461 \u5b83\u81ea\u5df1\u7684\u6587\u6863\u5c31\u5728\u5904\u7406\u8fd9\u79cd\u4e0d\u7a33\u5b9a\u3002<\/p>\n

          Session \u683c\u5f0f\u6709\u7248\u672c\u5316\u8fc1\u79fb\u673a\u5236：<\/p>\n

          JSONL v0 \u4f7f\u7528 session.jsonl[.zstd]，v1 \u53ca\u540e\u7eed\u7248\u672c\u4f7f\u7528\u5c0f\u5199 session.vN.jsonl[.zstd]；\u5df2\u63d0\u4ea4 generation \u8def\u5f84\u7edd\u4e0d\u91cd\u547d\u540d\u3001\u66ff\u6362\u6216\u5220\u9664\u3002<\/p>\n

          \u6ce8\u610f"\u7edd\u4e0d\u91cd\u547d\u540d\u3001\u66ff\u6362\u6216\u5220\u9664"\u2014\u2014\u5df2\u53d1\u5e03\u7684\u6570\u636e\u683c\u5f0f\u5f53\u6210\u4e0d\u53ef\u53d8\u5951\u7ea6\u3002\u800c\u4e14\u8fc1\u79fb\u662f\u9010\u7ea7\u7684：<\/p>\n

          \u6bcf\u4e2a\u76f8\u90bb\u8fc1\u79fb\u5305\u53ea\u8d1f\u8d23\u4e00\u4e2a vN -> vN+1 \u6b65\u9aa4\u3002<\/p>\n

          \u800c\u4e0d\u662f v0 \u2192 v5 \u4e00\u4e2a\u5927\u8fc1\u79fb\u3002 \u8fd9\u6837 N \u4e2a\u7248\u672c\u53ea\u9700\u8981 N-1 \u4e2a\u8fc1\u79fb，\u800c\u4e0d\u662f N\u00b2 \u4e2a\u3002\u8fd9\u662f\u4e2a\u80fd\u76f4\u63a5\u7528\u5728\u4f60\u9879\u76ee\u91cc\u7684\u6a21\u5f0f\u3002<\/p>\n

          \n

          \u5341\u4e03\u3001\u548c\u524d\u9762\u516b\u4e2a\u9879\u76ee\u653e\u5728\u4e00\u8d77\u770b<\/h2>\n

          \u73b0\u5728\u505a\u4e00\u6b21\u6a2a\u5411\u5bf9\u7167\u3002\u8fd9\u662f\u6211\u8ba4\u4e3a\u8fd9\u6b21\u8d4f\u6790\u6700\u6709\u4ef7\u503c\u7684\u90e8\u5206\u2014\u2014\u4e5d\u4e2a\u9879\u76ee，\u4e5d\u79cd\u5bf9\u540c\u4e00\u4e2a\u95ee\u9898\u7684\u4e0d\u540c\u56de\u7b54\u3002<\/p>\n\nAgent Loop\u72b6\u6001\/\u5386\u53f2\u5de5\u5177\u6269\u5c55\u673a\u5236\u6838\u5fc3\u53d6\u820d<\/tr>\n\n\n\n\n\n\n\n\n\n
          LangGraph<\/td>\n\u81ea\u5efa StateGraph<\/td>\n\u56fe\u72b6\u6001 + checkpoint<\/td>\nNode + Tool<\/td>\n\u52a0\u8282\u70b9\/\u8fb9<\/td>\n\u7f16\u6392\u80fd\u529b \u2194 \u56fe\u590d\u6742\u5ea6<\/td>\n<\/tr>\n
          OpenHands<\/td>\n\u81ea\u5efa reasoning-action loop<\/td>\nEvent Stream<\/td>\nRuntime \u5185\u5efa<\/td>\n\u52a0 Runtime\/\u5de5\u5177<\/td>\n\u6267\u884c\u80fd\u529b \u2194 \u5b89\u5168\u8fb9\u754c<\/td>\n<\/tr>\n
          browser-use<\/td>\n\u81ea\u5efa step \u5faa\u73af<\/td>\n\u5355\u72b6\u6001\u6d88\u606f\u8986\u76d6<\/td>\n\u8fdb\u7a0b\u5185 Tool<\/td>\n\u6ce8\u518c\u5de5\u5177<\/td>\n\u611f\u77e5\u7cbe\u5ea6 \u2194 \u4e0a\u4e0b\u6587\u6210\u672c<\/td>\n<\/tr>\n
          DeerFlow 2.0<\/td>\ncreate_agent + middleware<\/td>\nCheckpoint + RunStore<\/td>\n\u53ef\u63d2\u62d4 provider<\/td>\n\u52a0 middleware\/subagent<\/td>\n\u957f\u4efb\u52a1\u5065\u58ee \u2194 \u534f\u8c03\u590d\u6742\u5ea6<\/td>\n<\/tr>\n
          Hermes<\/td>\n\u624b\u6413 _LoopState<\/td>\nMemory Provider<\/td>\n\u63d2\u4ef6\u5316<\/td>\nMemory\/Skill Provider<\/td>\n\u81ea\u6211\u8fdb\u5316 \u2194 \u8bb0\u5fc6\u6c61\u67d3<\/td>\n<\/tr>\n
          OpenCode<\/td>\n\u6d41\u5f0f processor + \u4e09\u6001\u8fd4\u56de<\/td>\nSession + compaction<\/td>\n\u60f0\u6027\u6ce8\u518c Tool<\/td>\n\u52a0 Tool\/Provider<\/td>\n\u4ea4\u4e92\u4f53\u9a8c \u2194 \u62bd\u8c61\u5c42（Effect-TS）<\/td>\n<\/tr>\n
          Goose<\/td>\n\u72b6\u6001\u673a reply_with_state_machine<\/td>\nSession<\/td>\nMCP Extension<\/td>\n\u52a0 MCP server<\/td>\n\u65e0\u9650\u6269\u5c55 \u2194 \u914d\u7f6e\u590d\u6742\u5ea6<\/td>\n<\/tr>\n
          dsh<\/td>\n\u63d2\u4ef6（\u53ef\u5b9e\u73b0\u53ef\u66ff\u6362）<\/td>\nappend-only \u65e5\u5fd7（\u6d3e\u751f\u5386\u53f2）<\/td>\nseam + \u6d41\u6c34\u7ebf<\/td>\n\u6302\u63d2\u4ef6\u5230\u63d2\u4ef6\u65c1<\/td>\n\u7ec4\u88c5\u81ea\u7531\u5ea6 \u2194 \u5931\u8d25\u9690\u853d\u6027<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

          \u770b\u8fd9\u5f20\u8868\u80fd\u53d1\u73b0\u4e00\u6761\u6e05\u6670\u7684\u6f14\u8fdb：<\/p>\n

          LangGraph \u2192 \u7f16\u6392\u5c42\u7684\u53ef\u7ec4\u5408
          \nOpenHands \u2192 \u6267\u884c\u5c42\u7684\u53ef\u66ff\u6362（Runtime）
          \nbrowser-use \u2192 \u611f\u77e5\u5c42\u7684\u53ef\u7ec4\u5408
          \nDeerFlow \u2192 \u4efb\u52a1\u5c42\u7684\u53ef\u66ff\u6362（middleware\/subagent）
          \nHermes \u2192 \u8bb0\u5fc6\u5c42\u7684\u53ef\u66ff\u6362（Memory Provider）
          \nOpenCode \u2192 \u80fd\u529b\u5c42\u7684\u53ef\u7ec4\u5408（Tool\/Provider）
          \nGoose \u2192 \u5de5\u5177\u5c42\u7684\u53ef\u66ff\u6362（MCP \u534f\u8bae\u8fb9\u754c）
          \ndsh \u2192 \u628a\u4e0a\u9762\u8fd9\u4e9b"\u5c42"\u5168\u90e8\u7edf\u4e00\u6210\u540c\u4e00\u79cd\u4e1c\u897f：\u63d2\u4ef6<\/p>\n

          \u524d\u516b\u4e2a\u9879\u76ee，\u5404\u81ea\u5728\u67d0\u4e00\u5c42\u505a\u53ef\u66ff\u6362；dsh \u628a"\u53ef\u66ff\u6362"\u53d8\u6210\u4e86\u67b6\u6784\u7684\u9ed8\u8ba4\u5f62\u6001\u3002<\/p>\n

          \u800c dsh \u548c\u524d\u516b\u4e2a\u6700\u672c\u8d28\u7684\u4e00\u4e2a\u5dee\u522b\u662f：<\/p>\n

          \u5176\u4ed6\u9879\u76ee\u7684\u4f5c\u8005\u77e5\u9053\u81ea\u5df1\u662f"\u6846\u67b6\/\u4ea7\u54c1"；dsh \u7684\u8bbe\u8ba1\u8005\u77e5\u9053\u81ea\u5df1\u662f\u5728\u5b9a\u4e49"\u4e00\u79cd\u7ec4\u88c5\u65b9\u5f0f"\u3002<\/p>\n

          \u8bc1\u636e\u5c31\u662f\u90a3\u7bc7\u8bba\u6587\u2014\u2014\u5b83\u4e0d\u53ea\u662f\u5199\u4e86\u4e2a Agent \u6846\u67b6，\u5b83\u628a\u8fd9\u4ef6\u4e8b\u62bd\u8c61\u6210\u4e86"\u65f6\u7a7a\u53ef\u7ec4\u5408\u6027\u7f16\u7a0b\u8303\u5f0f"\u3002<\/p>\n

          \n

          \u5341\u516b\u3001\u5982\u679c\u4f60\u60f3\u8bfb\u5b83，\u5efa\u8bae\u7684\u8def\u7ebf<\/h2>\n

          \u57fa\u4e8e\u6211\u7684\u5b9e\u9645\u9605\u8bfb\u7ecf\u9a8c，\u7ed9\u4f60\u4e00\u6761\u6548\u7387\u6700\u9ad8\u7684\u8def\u7ebf：<\/p>\n

          \u7b2c 1 \u6b65 README.zh.md（10 \u5206\u949f）
          \n \u77e5\u9053\u5b83\u662f\u4ec0\u4e48\u3001\u4ec0\u4e48\u9636\u6bb5\u3001\u600e\u4e48\u8dd1<\/p>\n

          \u7b2c 2 \u6b65 docs\/cordis-primer.zh.md（15 \u5206\u949f）
          \n \u2605 \u6700\u5173\u952e\u7684\u4e00\u6b65\u3002\u4e0d\u61c2 Cordis \u7684\u4e94\u4e2a\u6982\u5ff5，\u540e\u9762\u5168\u662f\u5929\u4e66<\/p>\n

          \u7b2c 3 \u6b65 docs\/architecture.zh.md（40 \u5206\u949f）
          \n \u4e09\u4e2a anchor \u8981\u8bfb\u900f：turn-flow \/ events \/ \u80fd\u529b seam
          \n \u7279\u522b\u662f\u300c\u65b0\u884c\u4e3a\u7684\u5f52\u5c5e\u4f4d\u7f6e\u300d\u90a3\u5f20\u8868\u2014\u2014\u5b83\u628a"\u60f3\u505a\u4ec0\u4e48 \u2192 \u8be5\u52a8\u54ea\u91cc"\u5b8c\u5168\u5bf9\u4e0a\u4e86<\/p>\n

          \u7b2c 4 \u6b65 docs\/agent-lifecycle.zh.md（20 \u5206\u949f）
          \n \u90a3\u4efd Mermaid \u65f6\u5e8f\u56fe，\u4e00\u6b21\u8f6e\u6b21\u7684\u5b8c\u6574\u751f\u547d\u5468\u671f<\/p>\n

          \u7b2c 5 \u6b65 docs\/subsystems\/session.zh.md（60 \u5206\u949f）
          \n \u4e8b\u4ef6\u8bcd\u6c47 + \u6d3e\u751f\u5386\u53f2 + fork API
          \n \u2605 \u5982\u679c\u53ea\u8bfb\u4e00\u4e2a\u5b50\u7cfb\u7edf，\u8bfb\u8fd9\u4e2a<\/p>\n

          \u7b2c 6 \u6b65 docs\/subsystems\/core.zh.md（60 \u5206\u949f）
          \n Agent \u53e5\u67c4\u3001\u521b\u5efa\u4e0e\u6240\u6709\u6743\u3001agent\/* \u4e8b\u4ef6
          \n \u91cd\u70b9\u770b\u300cAgent \u53e5\u67c4\u300d\u4e00\u8282\u2014\u2014\u90a3\u4e2a cancel \u7684\u8bed\u4e49\u6587\u6863\u5199\u5f97\u6781\u7ec6<\/p>\n

          \u7b2c 7 \u6b65 docs\/postmortem\/0002-*.zh.md（10 \u5206\u949f）
          \n \u2605 \u5168\u9879\u76ee\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684\u4e00\u7bc7\u300210 \u5206\u949f\u8bfb\u5230\u4e00\u4e2a\u771f\u5b9e\u6545\u969c\u7684\u5b8c\u6574\u56e0\u679c\u94fe<\/p>\n

          \u7b2c 8 \u6b65 \u6309\u9700\u8bfb\u5b50\u7cfb\u7edf（tools \/ persistence \/ scope \/ invariants \/ capability-seams）<\/p>\n

          \u4e0d\u8981\u4ece frontend \u5f00\u59cb
          \n\u4e0d\u8981\u4ece packages\/ \u9010\u4e2a\u8bfb\u6e90\u7801（3198 \u4e2a\u6587\u4ef6）
          \n\u4e0d\u8981\u8df3\u8fc7 cordis-primer \u2014\u2014 \u8df3\u8fc7\u5b83，\u540e\u9762\u6bcf\u4e00\u6b65\u90fd\u8981\u56de\u5934<\/p>\n

          \u7136\u540e\u8bfb\u6e90\u7801，\u5efa\u8bae\u53ea\u770b\u8fd9\u4e09\u5904（\u6bcf\u5904\u90fd\u5f88\u77ed\u3001\u5f88\u503c）：<\/p>\n

          packages\/core\/session\/src\/surface.ts:119 deriveEventMessage \u2190 \u6d3e\u751f\u5386\u53f2\u7684\u5fc3\u810f
          \npackages\/core\/session\/src\/types.ts SessionEventMap \u2190 \u4e8b\u4ef6\u8bcd\u6c47\u7684\u5b9a\u4e49
          \npackages\/core\/agent-loop\/src\/agent.ts:72 ReactLoopAgent \u2190 "loop \u662f\u63d2\u4ef6"\u7684\u843d\u70b9<\/p>\n

          \n

          \u5341\u4e5d\u3001\u6211\u8ba4\u4e3a\u6700\u503c\u5f97\u5e26\u8d70\u7684\u4e09\u4e2a\u5de5\u7a0b\u539f\u5219<\/h2>\n

          \u5982\u679c\u8fd9\u7bc7\u8d4f\u6790\u53ea\u7559\u4e0b\u4e09\u53e5\u8bdd，\u6211\u4f1a\u7559\u8fd9\u4e09\u53e5\u3002<\/p>\n

          \u7b2c\u4e00：\u72b6\u6001\u4e0d\u8be5\u4f4f\u5728"\u90a3\u4e2a\u53ef\u80fd\u88ab\u66ff\u6362\u7684\u4e1c\u897f"\u91cc<\/h3>\n

          \u274c Agent
          \n \u251c\u2500\u2500 self.messages \u2190 \u6362\u4e86 Agent \u5c31\u65ad\u4e86
          \n \u2514\u2500\u2500 self.state<\/p>\n

          \u2705 EventLog（\u552f\u4e00\u771f\u6e90）
          \n \u2193 derive
          \n Message[]（\u6d3e\u751f，\u968f\u65f6\u53ef\u91cd\u5efa）<\/p>\n

          \u552f\u4e00\u771f\u6e90 = \u4e00\u4e2a append-only \u65e5\u5fd7 + \u4e00\u4e2a\u7eaf\u6d3e\u751f\u51fd\u6570\u3002<\/p>\n

          \u8fd9\u6761\u539f\u5219\u7684\u901a\u7528\u4ef7\u503c\u8fdc\u8d85 Agent：<\/p>\n

          \u6570\u636e\u5e93 \u2192 WAL + \u7269\u5316\u89c6\u56fe
          \n\u524d\u7aef \u2192 \u5355\u5411\u6570\u636e\u6d41（state \u2192 view）
          \n\u534f\u4f5c\u7f16\u8f91 \u2192 CRDT \u64cd\u4f5c\u65e5\u5fd7
          \nAgent \u2192 SessionEvent[] + deriveMessages()<\/p>\n

          \u5b83\u4eec\u90fd\u5728\u505a\u540c\u4e00\u4ef6\u4e8b：\u628a"\u5f53\u524d\u72b6\u6001"\u964d\u7ea7\u4e3a"\u5386\u53f2\u7684\u6295\u5f71"\u3002<\/p>\n

          \u7b2c\u4e8c：\u6ce8\u518c\u5fc5\u987b\u53ef\u9006，\u5426\u5219\u8c08\u4e0d\u4e0a\u53ef\u7ec4\u5408<\/h3>\n

          ctx.effect() \u2192 \u8fd4\u56de disposer
          \nctx.on() \u2192 \u5378\u8f7d\u65f6\u81ea\u52a8\u64a4\u9500<\/p>\n

          "\u53ef\u7ec4\u5408"\u7684\u524d\u63d0\u4e0d\u662f"\u80fd\u52a0"，\u800c\u662f"\u80fd\u5e72\u51c0\u5730\u53bb\u6389"\u3002<\/p>\n

          \u8fd9\u4e00\u6761\u76f4\u63a5\u63a8\u7ffb\u4e86\u5f88\u591a\u9879\u76ee\u91cc\u90a3\u53e5"\u6211\u4eec\u652f\u6301\u63d2\u4ef6"\u2014\u2014\u5982\u679c\u4e0d\u80fd\u5378\u8f7d，\u90a3\u4e0d\u53eb\u63d2\u4ef6，\u90a3\u53eb\u5728\u542f\u52a8\u65f6\u8c03\u7528\u4f60\u4e00\u6b21\u3002<\/p>\n

          \u800c dsh \u628a\u8fd9\u6761\u505a\u5230\u6781\u81f4\u7684\u8868\u73b0\u662f：\u8fde Agent Loop \u90fd\u80fd\u5378\u4e0b\u6765\u3002<\/p>\n

          \u7b2c\u4e09：\u63d2\u4ef6\u5316\u67b6\u6784\u7684\u6210\u719f\u5ea6，\u4f53\u73b0\u5728"\u9632\u7ebf"\u4e0a，\u4e0d\u5728"\u6269\u5c55\u70b9"\u4e0a<\/h3>\n

          \u56de\u770b\u90a3\u6b21\u6545\u969c：<\/p>\n

          \u914d\u7f6e\u8bed\u6cd5\u5408\u6cd5 \u2705
          \n\u52a0\u8f7d\u65e0\u62a5\u9519 \u2705
          \n\u63d2\u4ef6\u6c38\u4e45\u7981\u7528 \u274c
          \n\u6d4b\u8bd5\u5168\u7eff \u2705 \u2190 \u6700\u53ef\u6015\u7684\u5728\u8fd9\u91cc<\/p>\n

          \u4fee\u5b8c\u4e4b\u540e，\u4ed6\u4eec\u52a0\u4e86\u56db\u9053\u9632\u7ebf：<\/p>\n

          \u9759\u6001\u5b88\u536b verify-cordis-config \u89e3\u6790\u6240\u6709 YAML，\u62d2\u7edd\u5143\u6570\u636e\u91cc\u7684\u8868\u8fbe\u5f0f
          \n\u542f\u52a8\u6821\u9a8c \u914d\u7f6e\u975e\u6cd5\u76f4\u63a5\u629b\u5f02\u5e38，\u4e0d\u9759\u9ed8\u8df3\u8fc7
          \n\u4e0d\u53d8\u91cf \u6bcf\u4e2a\u5305\u4e3a\u81ea\u5df1\u7684\u5951\u7ea6\u53d1\u5e03 invariant \u68c0\u67e5
          \n\u6d4b\u8bd5\u5b88\u536b \u5feb\u7167\u62d2\u7edd\u7ed3\u6784\u5316 UNKNOWN_TOOL \u7ed3\u679c<\/p>\n

          \u6269\u5c55\u70b9\u8d8a\u591a，\u9759\u9ed8\u5931\u6548\u7684\u8def\u5f84\u5c31\u8d8a\u591a\u3002\u6240\u4ee5\u67b6\u6784\u8d8a\u7075\u6d3b，\u8d8a\u9700\u8981\u81ea\u52a8\u5316\u9632\u7ebf\u3002<\/p>\n

          \u8fd9\u53e5\u8bdd\u53ef\u4ee5\u53cd\u8fc7\u6765\u68c0\u9a8c\u4efb\u4f55\u4e00\u4e2a\u81ea\u79f0"\u9ad8\u5ea6\u53ef\u6269\u5c55"\u7684\u9879\u76ee：<\/p>\n

          \u4f60\u7684\u9632\u7ebf\u5728\u54ea？<\/p>\n

          \n

          \u4e8c\u5341\u3001\u5de5\u7a0b\u8bc4\u4ef7<\/h2>\n

          \u6211\u4e0d\u4f1a\u7b80\u5355\u5730\u8bf4"dsh \u67b6\u6784\u5f88\u5148\u8fdb"\u3002\u6309\u7ef4\u5ea6\u62c6\u5f00：<\/p>\n\n\u7ef4\u5ea6\u8bc4\u4ef7\u8bf4\u660e<\/tr>\n\n\n\n\n\n\n\n\n\n\n\n\n\n
          \u67b6\u6784\u4e00\u81f4\u6027<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\n"\u65e0\u7279\u6743\u5185\u6838"\u4ece README \u8d2f\u5f7b\u5230\u6bcf\u4e00\u4e2a\u5305，\u6ca1\u6709\u4f8b\u5916<\/td>\n<\/tr>\n
          \u4f9d\u8d56\u6ce8\u5165\u7684\u5e94\u7528<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\nvendor \u6210\u719f\u6846\u67b6 + \u7528 key \u67e5\u627e\u670d\u52a1 + \u7edd\u4e0d\u5bfc\u5165\u5177\u4f53\u5b9e\u73b0<\/td>\n<\/tr>\n
          \u72b6\u6001\u7ba1\u7406\u8bbe\u8ba1<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\nappend-only \u65e5\u5fd7 + \u6d3e\u751f\u5386\u53f2 + "\u6a21\u578b\u53ef\u89c1\u5373\u5df2\u8bb0\u5f55"\u4e0d\u53d8\u91cf<\/td>\n<\/tr>\n
          \u53ef\u7ec4\u5408\u6027<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\n\u7a7a\u95f4（Scope）+ \u65f6\u95f4（\u53ef\u9006\u526f\u4f5c\u7528）\u4e24\u4e2a\u7ef4\u5ea6\u90fd\u505a\u4e86<\/td>\n<\/tr>\n
          \u53ef\u89c2\u6d4b\/\u53ef\u56de\u653e<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\n\u4e8b\u4ef6\u6eaf\u6e90\u5929\u7136\u652f\u6301 replay \/ fork \/ resume<\/td>\n<\/tr>\n
          \u81ea\u6211\u53cd\u601d\u900f\u660e\u5ea6<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\n2206 \u7bc7\u51b3\u7b56\u8bb0\u5f55 + 4 \u7bc7\u516c\u5f00\u6545\u969c\u590d\u76d8（\u7f55\u89c1）<\/td>\n<\/tr>\n
          \u6587\u6863\u8d28\u91cf<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\n\u4e2d\u6587\u53cc\u8bed + \u751f\u6210\u5f0f\u76ee\u5f55 + \u4e0e\u6e90\u7801\u4ea4\u53c9\u6821\u9a8c<\/td>\n<\/tr>\n
          \u521d\u5b66\u8005\u53cb\u597d\u5ea6<\/td>\n\u2605\u2605\u2606\u2606\u2606<\/td>\n\u5fc5\u987b\u5148\u5b66 Cordis；\u5b98\u65b9\u81ea\u5df1\u5efa\u8bae"\u7528 agent \u5e2e\u4f60\u8bfb"<\/td>\n<\/tr>\n
          \u6392\u67e5\u96be\u5ea6<\/td>\n\u2605\u2605\u2606\u2606\u2606<\/td>\n\u4e8b\u4ef6\u6d41\u89e3\u8026\u4e86\u6267\u884c\u987a\u5e8f；\u4e00\u6b21\u6545\u969c\u53ef\u80fd\u9759\u9ed8\u65e0\u58f0<\/td>\n<\/tr>\n
          \u7a33\u5b9a\u6027<\/td>\n\u2605\u2605\u2606\u2606\u2606<\/td>\ndeveloper preview，\u660e\u786e\u4f1a\u6709\u7834\u574f\u6027\u53d8\u66f4<\/td>\n<\/tr>\n
          \u5c0f\u9879\u76ee\u9002\u7528\u6027<\/td>\n\u2605\u2606\u2606\u2606\u2606<\/td>\n54 \u4e2a\u5305\u5bf9"1 Agent + 3 \u5de5\u5177"\u662f\u5f7b\u5e95\u7684\u8fc7\u5ea6\u8bbe\u8ba1<\/td>\n<\/tr>\n
          \u5de5\u7a0b\u53c2\u8003\u4ef7\u503c<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\n\u8fd9\u662f\u76ee\u524d\u6211\u89c1\u8fc7\u628a"\u53ef\u7ec4\u5408\u6027"\u505a\u5f97\u6700\u5f7b\u5e95\u7684\u5f00\u6e90 Agent \u9879\u76ee<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

          \u5b83\u6700\u5927\u7684\u4f18\u70b9：<\/p>\n

          \u628a"\u53ef\u66ff\u6362"\u4ece\u4e00\u53e5\u53e3\u53f7\u53d8\u6210\u4e86\u4e00\u6574\u5957\u53ef\u6267\u884c\u7684\u673a\u5236\u2014\u2014\u5305\u62ec\u8ba9\u6700\u6838\u5fc3\u7684 Agent Loop \u4e5f\u6210\u4e3a\u53ef\u5378\u8f7d\u3001\u53ef\u62e6\u622a\u3001\u53ef\u66ff\u6362\u7684\u4e00\u5c42\u3002<\/p>\n

          \u5b83\u6700\u5927\u7684\u7f3a\u70b9：<\/p>\n

          \u5b83\u628a"\u7406\u89e3\u6210\u672c"\u53d8\u6210\u4e86\u4f7f\u7528\u95e8\u69db，\u800c\u628a"\u9759\u9ed8\u5931\u6548"\u53d8\u6210\u4e86\u4e3b\u8981\u5931\u8d25\u6a21\u5f0f\u3002 \u524d\u8005\u9760\u6587\u6863（\u4ed6\u4eec\u505a\u5f97\u5f88\u597d）\u7f13\u89e3，\u540e\u8005\u53ea\u80fd\u9760\u9632\u7ebf（\u4ed6\u4eec\u5728\u8865）\u3002<\/p>\n

          \u6700\u503c\u5f97\u4f60\u7acb\u523b\u62ff\u8d70\u7684\u4e24\u70b9：<\/p>\n

          \u2460 "\u6a21\u578b\u53ef\u89c1\u5373\u5df2\u8bb0\u5f55" + deriveMessages()
          \n \u2192 \u72b6\u6001\u79bb\u5f00\u4e3b\u4f53，\u4e3b\u4f53\u624d\u53ef\u80fd\u88ab\u66ff\u6362<\/p>\n

          \u2461 postmortem 0002 \u90a3\u6761\u6559\u8bad
          \n \u2192 "\u8bed\u6cd5\u4e0a\u88ab\u63a5\u53d7\u7684\u503c\u4e0d\u4e00\u5b9a\u5728\u8be5\u4f4d\u7f6e\u88ab\u6c42\u503c"
          \n \u2192 \u7ed9\u6240\u6709"\u58f0\u660e\u5f0f\u914d\u7f6e"\u4f9d\u8d56\u52a0\u9759\u6001\u68c0\u67e5<\/p>\n

          \n

          \u4e8c\u5341\u4e00\u3001\u4e0d\u8981\u6284 dsh，\u8981\u5b66 dsh<\/h2>\n

          \u548c\u524d\u9762\u516b\u7bc7\u4e00\u6837，\u6700\u540e\u90fd\u8981\u8bf4\u8fd9\u4e00\u53e5：\u522b\u7167\u642c\u3002<\/p>\n

          \u5982\u679c\u770b\u5b8c\u8fd9\u7bc7\u4f60\u5c31\u628a\u81ea\u5df1\u7684\u9879\u76ee\u6539\u6210"\u4e00\u5207\u7686\u63d2\u4ef6"，\u90a3\u5927\u6982\u662f\u8fd9\u6b21\u8d4f\u6790\u6700\u574f\u7684\u7ed3\u679c\u3002\u56e0\u4e3a：<\/p>\n

          \u4f60\u7684\u9879\u76ee：1 \u4e2a Agent + 5 \u4e2a\u5de5\u5177 + 1 \u4e2a\u6a21\u578b
          \ndsh \u7684\u7b54\u6848：54 \u4e2a\u5305 + 6 \u4e2a\u4e3b\u5e72 + \u4e09\u7c7b\u4e8b\u4ef6\u57df + \u4e94\u5c42 patch<\/p>\n

          \u5b83\u7684\u6bcf\u4e2a\u8bbe\u8ba1\u51b3\u5b9a，\u90fd\u5bf9\u5e94\u5b83\u8981\u89e3\u51b3\u7684\u5177\u4f53\u95ee\u9898：<\/p>\n\ndsh \u7684\u8bbe\u8ba1\u5b83\u8981\u89e3\u51b3\u7684\u95ee\u9898\u4f60\u4ec0\u4e48\u65f6\u5019\u624d\u9700\u8981<\/tr>\n\n\n\n\n\n\n\n
          \u4e00\u5207\u7686\u63d2\u4ef6<\/td>\n\u4ea7\u54c1\u8981\u652f\u6301 5 \u4e2a profile \u00d7 4 \u79cd\u7aef \u00d7 2 \u79cd SDK<\/td>\n\u4f60\u6709\u591a\u4e2a\u4ea4\u4ed8\u5f62\u6001<\/td>\n<\/tr>\n
          Agent Loop \u53ef\u66ff\u6362<\/td>\n\u522b\u4eba（\u6216\u672a\u6765\u7684\u4f60）\u8981\u6362\u63a8\u7406\u8303\u5f0f<\/td>\n\u4f60\u786e\u5b9e\u8981\u5b9e\u9a8c\u4e0d\u540c loop<\/td>\n<\/tr>\n
          Session \u4e8b\u4ef6\u6eaf\u6e90<\/td>\nloop \u53ef\u6362\u540e，\u5386\u53f2\u4e0d\u80fd\u65ad<\/td>\n\u4f60\u8981\u652f\u6301 replay\/fork\/\u5ba1\u8ba1<\/td>\n<\/tr>\n
          Scope \u4f5c\u7528\u57df<\/td>\n\u591a Agent \u5171\u4eab\u4ee3\u7801\u3001\u9694\u79bb\u53ef\u89c1\u6027<\/td>\n\u4f60\u6709\u771f\u6b63\u7684\u591a\u79df\u6237\/\u591a Agent<\/td>\n<\/tr>\n
          \u4e09\u7c7b\u4e8b\u4ef6\u57df<\/td>\n\u6301\u4e45\/\u5b9e\u65f6\/\u51b3\u7b56\u4e09\u79cd\u751f\u547d\u5468\u671f\u6df7\u5728\u4e00\u8d77\u4f1a\u4e71<\/td>\n\u4f60\u7684\u4e8b\u4ef6\u5f00\u59cb\u6253\u67b6<\/td>\n<\/tr>\n
          seam \u4e09\u89d2\u8272<\/td>\n\u6362\u4e00\u4e2a provider \u8981\u80fd\u642c\u8d70\u6574\u4e2a\u6267\u884c\u4e16\u754c<\/td>\n\u4f60\u6709\u591a\u79cd\u6267\u884c\u73af\u5883<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

          \u800c\u5982\u679c\u4f60\u7684\u7b54\u6848\u662f"\u90fd\u4e0d\u9700\u8981"，\u90a3\u5c31\u8001\u8001\u5b9e\u5b9e\u5199\u4e00\u4e2a 300 \u884c\u7684 loop\u3002<\/p>\n

          \u8fd9\u624d\u662f dsh \u81ea\u5df1\u6559\u7ed9\u6211\u4eec\u7684\u4e1c\u897f\u2014\u2014\u5b83\u7684 architecture.zh.md \u91cc\u6709\u4e00\u53e5\u8bdd，\u6211\u8ba4\u4e3a\u662f\u6574\u4e2a\u9879\u76ee\u6700\u503c\u5f97\u8bb0\u4f4f\u7684\u4e00\u53e5：<\/p>\n

          \u4e0d\u5b58\u5728\u9700\u8981\u6253\u8865\u4e01\u7684\u7279\u6743\u5185\u6838：\u6269\u5c55 dsh \u7684\u65b9\u5f0f\u662f\u628a\u63d2\u4ef6\u6302\u8f7d\u5230\u5176\u4ed6\u63d2\u4ef6\u65c1\u8fb9\u3002<\/p>\n

          \u8fd9\u53e5\u8bdd\u7684\u53e6\u4e00\u9762\u662f：<\/p>\n

          \u5728\u4f60\u6709\u80fd\u529b\u628a\u6bcf\u4e00\u5c42\u90fd\u505a\u6210\u63d2\u4ef6\u4e4b\u524d，\u5148\u60f3\u6e05\u695a\u54ea\u4e00\u5c42\u771f\u7684\u9700\u8981\u88ab\u66ff\u6362\u3002<\/p>\n

          \n

          \u4e8c\u5341\u4e8c\u3001\u7ed3\u8bed<\/h2>\n

          \u56de\u5230\u6807\u9898\u90a3\u4e2a\u95ee\u9898\u3002<\/p>\n

          \u4e3a\u4ec0\u4e48 DeepSeek \u628a\u6574\u4e2a Agent \u90fd\u505a\u6210\u4e86 Plugin？<\/p>\n

          \u6211\u7684\u7b54\u6848\u5206\u4e09\u5c42：<\/p>\n

          \u7b2c\u4e00\u5c42（\u8868\u9762）：\u4e3a\u4e86\u53ef\u6269\u5c55\u3002\u52a0\u6a21\u578b\u3001\u52a0\u5de5\u5177\u3001\u52a0\u6c99\u7bb1\u4e0d\u7528\u6539\u5185\u6838\u3002<\/p>\n

          \u7b2c\u4e8c\u5c42（\u8f83\u6df1）：\u4e3a\u4e86\u53ef\u66ff\u6362\u3002\u5b83\u8fde\u81ea\u5df1\u90fd\u53ef\u80fd\u88ab\u6362\u6389\u2014\u2014\u5305\u62ec Agent Loop \u8fd9\u4e2a"\u7a0b\u5e8f\u9aa8\u67b6"\u3002<\/p>\n

          \u7b2c\u4e09\u5c42（\u6700\u6df1\u5904）：\u56e0\u4e3a\u5b83\u8981\u505a\u7684\u4e0d\u662f"\u4e00\u4e2a Agent \u4ea7\u54c1"，\u800c\u662f"\u4e00\u79cd\u7ec4\u88c5\u4ea7\u54c1\u7684\u65b9\u5f0f"\u3002README \u5f15\u7528\u7684\u90a3\u7bc7\u8bba\u6587\u6807\u9898\u8bf4\u5f97\u5f88\u660e\u767d\u2014\u2014\u65f6\u7a7a\u53ef\u7ec4\u5408\u6027：<\/p>\n

          \u7a7a\u95f4\u7ef4\u5ea6：Scope \u2014\u2014 \u540c\u6837\u7684\u4ee3\u7801，\u80fd\u6309\u4f5c\u7528\u57df\u4ea7\u751f\u4e0d\u540c\u53ef\u89c1\u6027
          \n\u65f6\u95f4\u7ef4\u5ea6：\u53ef\u9006\u526f\u4f5c\u7528 \u2014\u2014 \u4efb\u4f55\u6ce8\u518c\u90fd\u80fd\u5e72\u51c0\u5730\u64a4\u9500<\/p>\n

          \u5f53"\u53ef\u7ec4\u5408"\u6210\u4e3a\u7b2c\u4e00\u76ee\u6807\u65f6，\u6240\u6709\u7684\u5177\u4f53\u8bbe\u8ba1（append-only \u65e5\u5fd7\u3001\u4e8b\u4ef6\u4e09\u57df\u3001seam\u3001profile\u3001bundle\u3001scope）\u5c31\u90fd\u6210\u4e86\u540c\u4e00\u4e2a\u547d\u9898\u7684\u4e0d\u540c\u6295\u5f71：<\/p>\n

          \u4fdd\u6301\u552f\u4e00\u771f\u6e90，\u5176\u4f59\u90fd\u662f\u6295\u5f71\u3002 \u522b\u8ba9\u4efb\u4f55\u4e1c\u897f\u6210\u4e3a\u4e0d\u53ef\u66ff\u6362\u7684\u9aa8\u67b6\u3002<\/p>\n

          \u800c\u5b83\u4ed8\u51fa\u7684\u4ee3\u4ef7\u4e5f\u540c\u6837\u6e05\u6670：<\/p>\n

          \u4f60\u6362\u6765\u7684\u662f"\u4e00\u5207\u90fd\u80fd\u6362"，\u4f60\u4ed8\u51fa\u7684\u662f"\u6362\u9519\u4e86\u4e0d\u4e00\u5b9a\u62a5\u9519"\u3002<\/p>\n

          \u6240\u4ee5\u771f\u6b63\u503c\u5f97\u4ece dsh \u8eab\u4e0a\u5b66\u7684，\u4e0d\u662f\u5b83\u7684 54 \u4e2a\u5305，\u800c\u662f\u5b83\u628a\u8fd9\u4e24\u4ef6\u4e8b\u540c\u65f6\u6446\u51fa\u6765\u7684\u8bda\u5b9e\u2014\u2014README \u91cc\u5199"\u5f00\u53d1\u8005\u9884\u89c8\u3001\u4f1a\u6709\u7834\u574f\u6027\u53d8\u66f4"，\u6587\u6863\u91cc\u5199"\u5efa\u8bae\u7528 agent \u5e2e\u4f60\u8bfb\u4ee3\u7801"，postmortem \u91cc\u5199"\u6211\u4eec\u7684\u5feb\u7167\u6d4b\u8bd5\u8bc1\u660e\u7684\u662f\u56de\u653e，\u4e0d\u662f\u6b63\u786e\u6027"\u3002<\/p>\n

          \u4e00\u4e2a\u628a\u6210\u672c\u548c\u6536\u76ca\u90fd\u644a\u5f00\u8bb2\u7684\u9879\u76ee，\u6bd4\u4e00\u4e2a\u53ea\u8bb2"\u6211\u4eec\u67b6\u6784\u5148\u8fdb"\u7684\u9879\u76ee，\u503c\u5f97\u5b66\u5f97\u591a\u3002<\/p>\n

          \n

          \u9644\u5f55 \u00b7 \u672c\u6587\u5f15\u7528\u5230\u7684\u771f\u5b9e\u4f4d\u7f6e<\/h3>\n\n\u5185\u5bb9\u4f4d\u7f6e<\/tr>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
          "\u4e00\u5207\u7686\u63d2\u4ef6"\u4e3b\u5f20<\/td>\nREADME.zh.md<\/td>\n<\/tr>\n
          Cordis \u4e94\u4e2a\u6982\u5ff5 \/ \u4e94\u79cd\u5206\u53d1\u6a21\u5f0f<\/td>\ndocs\/cordis-primer.zh.md<\/td>\n<\/tr>\n
          \u65e0\u7279\u6743\u5185\u6838 \/ Profile \u4e0e\u7ec4\u5408\u5305 \/ \u8f6e\u6b21\u6d41\u7a0b \/ \u65b0\u884c\u4e3a\u5f52\u5c5e\u8868<\/td>\ndocs\/architecture.zh.md<\/td>\n<\/tr>\n
          \u8f6e\u6b21\u4e0e\u6b65\u9aa4\u65f6\u5e8f\u56fe<\/td>\ndocs\/agent-lifecycle.zh.md<\/td>\n<\/tr>\n
          SessionEventMap \/ \u6d3e\u751f\u5386\u53f2 \/ fork API \/ TurnEndReason<\/td>\ndocs\/subsystems\/session.zh.md<\/td>\n<\/tr>\n
          \u4e3b\u5e72\u9010\u5305\u901f\u89c8 \/ Agent \u53e5\u67c4 \/ AgentHandle<\/td>\ndocs\/subsystems\/core.zh.md<\/td>\n<\/tr>\n
          \u5de5\u5177\u6267\u884c\u6d41\u6c34\u7ebf \/ \u5355\u8c03 guard \/ \u6267\u884c\u6a21\u5f0f<\/td>\ndocs\/subsystems\/tools.zh.md<\/td>\n<\/tr>\n
          \u8fd0\u884c\u65f6\u4e0d\u53d8\u5f0f\u6ce8\u518c\u8868<\/td>\ndocs\/subsystems\/invariants.zh.md<\/td>\n<\/tr>\n
          Scope \u539f\u8bed<\/td>\ndocs\/subsystems\/scope.zh.md<\/td>\n<\/tr>\n
          seam \u4e09\u89d2\u8272<\/td>\ndocs\/capability-seams.zh.md<\/td>\n<\/tr>\n
          vendored \u6846\u67b6\u6539\u540d\u8868<\/td>\ndocs\/rescope.zh.md<\/td>\n<\/tr>\n
          \u6545\u969c\u590d\u76d8 0002<\/td>\ndocs\/postmortem\/0002-js-expression-disabled-filesystem-tools.zh.md<\/td>\n<\/tr>\n
          deriveEventMessage()<\/td>\npackages\/core\/session\/src\/surface.ts:119<\/td>\n<\/tr>\n
          ReactLoopAgent implements Agent<\/td>\npackages\/core\/agent-loop\/src\/agent.ts:72<\/td>\n<\/tr>\n
          ScopeKey = object<\/td>\npackages\/core\/scope\/src\/index.ts:15<\/td>\n<\/tr>\n
          AgentHandle<\/td>\npackages\/core\/agent\/src\/index.ts<\/td>\n<\/tr>\n
          Agent \u63a5\u53e3<\/td>\npackages\/core\/agent\/src\/types.ts<\/td>\n<\/tr>\n
          Bundle \u58f0\u660e<\/td>\npackages\/bundle\/base\/package.json \u2192 dsh.bundle.patch<\/td>\n<\/tr>\n
          \u7ec4\u5408\u5305 patch \u5b9e\u7269<\/td>\npackages\/bundle\/base\/cordis.patch.yml<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

          \u7cfb\u5217\u5bfc\u8bfb：\u672c\u6587\u662f\u300cAI Agent \u9879\u76ee\u8d4f\u6790\u300d\u7cfb\u5217\u7b2c 9 \u7bc7\u3002<\/p>\n

          1. LangGraph \u2192 Workflow Agent（\u4efb\u52a1\u600e\u4e48\u7f16\u6392）
          \n2. LangGraph（\u8fdb\u9636） \u2192 Agent Orchestration
          \n3. OpenHands \u2192 Coding Agent（\u600e\u4e48\u6267\u884c\u771f\u5b9e\u52a8\u4f5c）
          \n4. browser-use \u2192 \u6d4f\u89c8\u5668 Agent（\u600e\u4e48\u611f\u77e5\u771f\u5b9e\u754c\u9762）
          \n5. DeerFlow 2.0 \u2192 SuperAgent（\u957f\u4efb\u52a1\u600e\u4e48\u8dd1\u4e0d\u6b7b）
          \n6. Hermes Agent \u2192 Persistent Agent（\u600e\u4e48\u81ea\u6211\u8fdb\u5316）
          \n7. OpenCode \u2192 Terminal Agent（\u4ea7\u54c1\u600e\u4e48\u7ec4\u7ec7）
          \n8. Goose \u2192 MCP-native Agent（\u5de5\u5177\u600e\u4e48\u53d8\u6210\u670d\u52a1）
          \n9. DeepSeek Harness \u2192 Plugin-native Runtime（\u8fde Loop \u90fd\u662f\u63d2\u4ef6）\u2190 \u672c\u7bc7<\/p>\n

          \u4e0b\u4e00\u7bc7\u8ba1\u5212：OpenMAIC \u2014\u2014 \u770b\u4e00\u4e2a Agent \u5982\u4f55\u81ea\u4e3b\u6784\u5efa\u5b8c\u6574\u7684\u4ea4\u4e92\u5f0f\u8bfe\u7a0b，\u91cd\u70b9\u843d\u5728\u300cDurable Agent Runtime\u300d\u4e0e\u300cAgent \u5982\u4f55\u751f\u4ea7\u771f\u6b63\u53ef\u4ea4\u4ed8\u7684\u4ea7\u54c1\u300d\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

          \u9879\u76ee\u7c7b\u578b：Agent Runtime \/ Plugin-native Agent Harness \u8d4f\u6790\u76ee\u6807：\u5b66\u4e60\u4e00\u4e2a\u771f\u5b9e Agent \u9879\u76ee\u5982\u4f55\u628a Agent\u3001Session\u3001Event\u3001Plugin\u3001Runtime\u3001Extension \u7ec4\u7ec7\u6210\u4e00\u5957\u53ef\u7ec4\u5408\u7cfb\u7edf \u6838\u5fc3\u95ee\u9898：\u4e3a\u4ec0\u4e48\u5b83\u6562\u628a\u300cAgent Loop \u672c\u8eab\u300d\u4e5f\u53d8\u6210\u63d2\u4ef6？ \u6e90\u7801\u7248\u672c：deepseek-ai\/deepseek-harness，ma<\/p>\n","protected":false},"author":2,"featured_media":107760,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[11653,74,92],"topic":[],"class_list":["post-107761","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-11653","tag-agent","tag-github"],"yoast_head":"\nDeepSeek Harness\u2014\u2014\u4e3a\u4ec0\u4e48 DeepSeek \u628a\u6574\u4e2a Agent \u90fd\u505a\u6210\u4e86 Plugin\uff1f - 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