{"id":94763,"date":"2026-08-15T08:09:12","date_gmt":"2026-08-15T00:09:12","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/94763.html"},"modified":"2026-08-15T08:09:12","modified_gmt":"2026-08-15T00:09:12","slug":"%e4%b8%80%e5%88%87%e7%9a%86%e6%8f%92%e4%bb%b6%ef%bc%9adeepseek-harness-%e7%9a%84%e6%9e%b6%e6%9e%84%e5%93%b2%e5%ad%a6%ef%bc%8c%e4%bb%a5%e5%8f%8a%e4%b8%8e%e4%b8%bb%e6%b5%81-agent-%e7%9a%84%e5%af%b9","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/94763.html","title":{"rendered":"\u4e00\u5207\u7686\u63d2\u4ef6\uff1aDeepSeek Harness \u7684\u67b6\u6784\u54f2\u5b66\uff0c\u4ee5\u53ca\u4e0e\u4e3b\u6d41 Agent \u7684\u5bf9\u6bd4"},"content":{"rendered":"

\u6a21\u578b\u3001\u5de5\u5177\u3001\u6280\u80fd\u3001\u4f1a\u8bdd\u3001\u6c99\u7bb1\u3001\u5b58\u50a8\u3001\u5faa\u73af\u3001\u8c03\u5ea6\u3001UI\u2014\u2014\u5728 DeepSeek Harness（dsh）\u91cc，\u8fd9\u4e9b\u5168\u90e8\u662f\u63d2\u4ef6，\u6ca1\u6709\u4e00\u4e2a\u662f"\u6838\u5fc3"\u3002\u8fd9\u7bc7\u8bb2\u6e05\u695a\u8fd9\u53e5\u8bdd\u5230\u5e95\u610f\u5473\u7740\u4ec0\u4e48\u3001\u80cc\u540e\u7684\u7406\u8bba\u662f\u4ec0\u4e48，\u4ee5\u53ca\u5b83\u548c\u5f53\u4e0b\u4e3b\u6d41 agent（Claude Code \/ Codex \/ AtomCode \/ openJiuwen \u751f\u6001）\u5b9e\u73b0\u7684\u672c\u8d28\u533a\u522b\u3002<\/p>\n

\u2014\u2014 \u732b\u54e5，DeepSeek Harness \u63d2\u4ef6\u5f00\u53d1\u8005\u3002\u66f4\u591a\u6298\u817e\u8bb0\u5f55\u89c1\u6211\u7684\u535a\u5ba2：blog.csdn.net\/qq8864<\/p>\n

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

\u4e00\u3001\u5148\u7834\u4e00\u4e2a\u5e38\u89c1\u8bef\u89e3<\/h3>\n

\u201c\u4e00\u5207\u7686\u63d2\u4ef6"\u4e0d\u662f\u8bf4"dsh \u6709\u5f88\u591a\u63d2\u4ef6\u53ef\u4ee5\u88c5\u201d\u3002\u5b83\u662f\u8bf4：dsh \u7684\u8fd0\u884c\u65f6\u7ed3\u6784\u672c\u8eab，\u5c31\u662f\u7531\u63d2\u4ef6\u7ec4\u5408\u51fa\u6765\u7684\u3002<\/p>\n

\u4e3b\u6d41 agent \u7684\u67b6\u6784\u662f：<\/p>\n

\u6838\u5fc3（agent \u5faa\u73af\u3001\u4e0a\u4e0b\u6587\u7ba1\u7406\u3001\u6267\u884c\u5668）\u2014\u2014 \u4f60\u52a8\u4e0d\u4e86
\n \u2514\u2500\u2500 \u5916\u6302\u6269\u5c55：MCP \u5de5\u5177\u3001skills\u3001hooks\u3001plugins（\u53ea\u80fd\u52a0，\u4e0d\u80fd\u6539）<\/p>\n

dsh \u7684\u67b6\u6784\u662f：<\/p>\n

\u4e00\u5c42 Cordis \u8fd0\u884c\u65f6（ctx：\u4e0a\u4e0b\u6587\u3001\u4e8b\u4ef6\u3001\u751f\u547d\u5468\u671f）
\n \u251c\u2500\u2500 \u6a21\u578b\u9002\u914d\u5668 \u2190 \u63d2\u4ef6
\n \u251c\u2500\u2500 \u5de5\u5177\u6ce8\u518c\u8868 \u2190 \u63d2\u4ef6
\n \u251c\u2500\u2500 \u4f1a\u8bdd\/\u5b58\u50a8 \u2190 \u63d2\u4ef6
\n \u251c\u2500\u2500 \u6c99\u7bb1\/\u6743\u9650 \u2190 \u63d2\u4ef6
\n \u251c\u2500\u2500 agent \u5faa\u73af \u2190 \u63d2\u4ef6
\n \u251c\u2500\u2500 \u8c03\u5ea6\/\u4efb\u52a1 \u2190 \u63d2\u4ef6
\n \u251c\u2500\u2500 UI（web\/tui）\u2190 \u63d2\u4ef6
\n \u2514\u2500\u2500 \u4f60\u5199\u7684\u4efb\u4f55\u65b0\u4e1c\u897f \u2190 \u63d2\u4ef6<\/p>\n

\u6ca1\u6709"\u6838\u5fc3"\u3002base bundle \u4e5f\u53ea\u662f\u7b2c\u4e00\u4e2a\u63d2\u4ef6\u7ec4\u5408\u3002\u60f3\u6362 agent \u5faa\u73af？\u6362\u63d2\u4ef6\u3002\u60f3\u6362\u5b58\u50a8？\u6362\u63d2\u4ef6\u3002\u60f3\u8981\u7ec8\u7aef\u754c\u9762？\u88c5\u4e2a TUI \u63d2\u4ef6\u3002\u8fd9\u5c31\u662f"\u5b89\u5353 vs iPhone"\u7684\u67b6\u6784\u542b\u4e49\u3002<\/p>\n

\"\u4e24\u79cd\u67b6\u6784\u54f2\u5b66\uff1a\u5916\u6302<\/p>\n

\u4e8c\u3001\u7406\u8bba\u5e95\u5ea7：Cordis \u8bba\u6587<\/h3>\n

\u8fd9\u4e0d\u662f\u5de5\u7a0b\u53e3\u53f7，\u6709\u5f62\u5f0f\u5316\u652f\u6491\u3002Cordis \u8bba\u6587\u300aA Programming Paradigm for Spatiotemporal Composability\u300b（1107\u2605）\u5b9a\u4e49\u4e86\u4e24\u4e2a\u6b63\u4ea4\u7ef4\u5ea6：<\/p>\n

1. \u65f6\u95f4\u53ef\u7ec4\u5408\u6027 = \u53ef\u9006\u6548\u5e94（revertible effects） \u7ec4\u4ef6\u5378\u8f7d\u65f6，\u8fd0\u884c\u65f6\u5b8c\u6574\u56de\u6eda\u5b83\u7684\u6240\u6709\u526f\u4f5c\u7528\u3002\u6bcf\u4e2a\u4e0a\u4e0b\u6587\u53d8\u6362\u90fd\u643a\u5e26\u9006\u53d8\u6362，\u7531\u8fd0\u884c\u65f6\u8ddf\u8e2a\u3002 \u2192 dsh \u91cc：\u63d2\u4ef6\u901a\u8fc7 ctx \u6ce8\u518c\u7684\u4e00\u5207（\u5de5\u5177\u3001\u4e8b\u4ef6\u76d1\u542c\u3001\u670d\u52a1\u3001\u5b9a\u65f6\u5668），dispose \u65f6\u81ea\u52a8\u64a4\u9500\u3002\u63d2\u4ef6\u7684 ctx.effect(() => cleanup) \u5c31\u662f\u8fd9\u4e2a\u673a\u5236；HMR \u70ed\u66ff\u6362（\u6539\u914d\u7f6e\/\u4ee3\u7801\u4e0d\u91cd\u542f\u5c31\u6362\u63d2\u4ef6）\u7684\u5b89\u5168\u4fdd\u8bc1\u4e5f\u6765\u81ea\u5b83\u3002<\/p>\n

2. \u7a7a\u95f4\u53ef\u7ec4\u5408\u6027 = \u53cd\u5e94\u5f0f\u4f59\u6548\u5e94（reactive coeffects） \u4e0a\u4e0b\u6587\u4e00\u65e6\u53d8\u5316，\u4e3b\u52a8\u901a\u77e5\u7b26\u5408\u4f59\u6548\u5e94\u89c4\u683c\u7684\u7ec4\u4ef6\u3002 \u2192 dsh \u91cc：inject: ['sessions'] \u58f0\u660e\u4f9d\u8d56（\u5c31\u7eea\u624d\u52a0\u8f7d\u3001\u6d88\u5931\u81ea\u52a8\u5378\u8f7d）；session\/event \u4e8b\u4ef6\u6d41（\u5bfc\u51fa\/\u901a\u77e5\/\u62a5\u8868\u63d2\u4ef6\u5168\u9760\u5b83）\u3002<\/p>\n

\u8bba\u6587\u628a\u4e24\u8005\u7edf\u4e00\u6210"\u4e0a\u4e0b\u6587\u7c7b\u578b"，\u5e76\u7ed9\u51fa\u52a8\u6001\u7ec4\u5408\u6f14\u7b97\u7684\u5143\u7406\u8bba\u2014\u2014\u63d2\u4ef6\u7684\u53ef\u66ff\u6362\u3001\u53ef\u56de\u6eda\u3001\u53ef\u91cd\u7ec4\u662f\u6709\u8bc1\u660e\u7684\u3002<\/p>\n

\u4e09\u3001\u9010\u9879\u770b：\u6bcf\u4e2a\u80fd\u529b\u5bf9\u5e94\u4ec0\u4e48\u63d2\u4ef6\u673a\u5236<\/h3>\n

\u4ee5\u5b9e\u9645\u505a\u8fc7\u7684\u63d2\u4ef6\u4e3a\u4f50\u8bc1（\u975e\u7eb8\u4e0a\u8c08\u5175）：<\/p>\n\n\u80fd\u529bdsh \u7684\u63d2\u4ef6\u673a\u5236\u5b9e\u8df5\u4f50\u8bc1<\/tr>\n\n\n\n\n\n\n\n\n\n\n
\u6a21\u578b<\/td>\nctx.llm.registerAdapter(names, adapter)<\/td>\nheadless \u81ea\u52a8\u8def\u7531 deepseek-official\/deepseek-v4-flash；\u652f\u6301\u4efb\u610f OpenAI \u517c\u5bb9\u7aef\u70b9<\/td>\n<\/tr>\n
\u5de5\u5177<\/td>\nctx.tools.register(defineTool({name, parameters, execute}))<\/td>\ndsh-article-publish \u7684 publish_article（CSDN \u7f51\u5173\u7b7e\u540d\u53d1\u5e03）\u3001fetch_news<\/td>\n<\/tr>\n
\u6280\u80fd（Skills）<\/td>\n\u5b98\u65b9\u5185\u7f6e dsh-code-review\u3001dsh-doc-standards \u7b49；\u4f1a\u8bdd\u5185\u81ea\u52a8\u6ce8\u5165 skill \u76ee\u5f55<\/td>\n\u4f1a\u8bdd\u5bfc\u51fa\u7684\u6ce8\u5165\u8fc7\u6ee4\u5c31\u5904\u7406\u8fc7 skill \u76ee\u5f55\u6d88\u606f<\/td>\n<\/tr>\n
\u4f1a\u8bdd<\/td>\n\u4e8b\u4ef6\u6eaf\u6e90\u670d\u52a1 ctx.sessions：session\/event \u8ba2\u9605\u3001session.events \u53ea\u8bfb\u65e5\u5fd7<\/td>\ndsh-session-export \u76d1\u542c turn\/end \u5bfc\u51fa\u5b8c\u6574\u5bf9\u8bdd<\/td>\n<\/tr>\n
\u6c99\u7bb1\/\u6743\u9650<\/td>\ndsh-sandbox-local \u7b49\u63d2\u4ef6；workspace \u56f4\u680f<\/td>\n\u5b89\u88c5\u65f6\u8e29\u8fc7 koffi \u6c99\u7bb1\u5751<\/td>\n<\/tr>\n
\u5b58\u50a8<\/td>\ndsh-session-persistence-jsonl（zstd \u4e8b\u4ef6\u65e5\u5fd7）<\/td>\n\u76f4\u63a5\u89e3\u538b\u7814\u7a76\u8fc7 ~\/.dsh\/sessions\/*.jsonl.zstd<\/td>\n<\/tr>\n
\u5faa\u73af（agent loop）<\/td>\ndsh-agent-loop：turn\/step \u9a71\u52a8\u3001\u5e76\u884c\u8c03\u5ea6<\/td>\n\u5de5\u5177\u6267\u884c\u6d41\u6c34\u7ebf（schema \u6821\u9a8c\u2192\u51bb\u7ed3\u2192\u8c03\u5ea6\u5668 prepare）<\/td>\n<\/tr>\n
\u8c03\u5ea6\/\u4efb\u52a1<\/td>\nFiber \u751f\u547d\u5468\u671f\u72b6\u6001\u673a + ctx.jobs.start()（\u957f\u4efb\u52a1）<\/td>\ndispose flush（headless \u9000\u51fa\u524d\u515c\u5e95\u5bfc\u51fa\/\u901a\u77e5）<\/td>\n<\/tr>\n
UI<\/td>\ndsh-web-app（web）\u3001\u793e\u533a dsh-TUI（\u7ec8\u7aef）<\/td>\n\u88c5\u4e86 dsh-TUI；web\/headless\/tui \u4e09\u8868\u9762\u540c\u4e00\u5185\u6838<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5173\u952e\u70b9：\u8fd9\u4e9b\u63d2\u4ef6\u7528\u540c\u4e00\u5957\u673a\u5236（ctx\u3001\u4e8b\u4ef6\u3001\u751f\u547d\u5468\u671f\u3001schema）\u4e92\u76f8\u7ec4\u5408\u2014\u2014\u5de5\u5177\u63d2\u4ef6\u53ef\u4ee5\u8ba2\u9605\u4e8b\u4ef6，UI \u63d2\u4ef6\u53ef\u4ee5\u8c03\u7528\u670d\u52a1，\u5b58\u50a8\u63d2\u4ef6\u53ef\u4ee5\u88ab\u4efb\u4f55\u4f1a\u8bdd\u6d88\u8d39\u8005\u66ff\u6362\u3002\u6ca1\u6709"\u4e8c\u7b49\u516c\u6c11"\u3002<\/p>\n

\u56db\u3001\u4e0e\u4e3b\u6d41 agent \u7684\u5bf9\u6bd4<\/h3>\n\nClaude CodeCodex CLIAtomCodeopenJiuwen \u751f\u6001dsh<\/tr>\n\n\n\n\n\n\n\n
\u5f00\u6e90<\/td>\n\u274c \u95ed\u6e90\u4ea7\u54c1<\/td>\n\u2705 \u5f00\u6e90（TS \u542f\u52a8\u5668 + Rust \u4e8c\u8fdb\u5236，2025 \u53d1\u5e03）；\u4e91\u7aef web \u7248\u95ed\u6e90<\/td>\n\u2705 MIT<\/td>\n\u2705 Apache-2.0<\/td>\n\u2705 MIT<\/td>\n<\/tr>\n
\u5b9e\u73b0<\/td>\n\u95ed\u6e90<\/td>\nRust \u6838\u5fc3 + TS \u8584\u58f3<\/td>\nRust \u5206\u5c42（kernel\/capabilities\/coding\/tui\/daemon）<\/td>\nPython \u4e3a\u4e3b，\u591a\u8bed\u8a00（agent-protocol \u4e3a C++ SDK，agent-core \u6709 Java \u7248）<\/td>\nTypeScript + Cordis<\/td>\n<\/tr>\n
\u6a21\u578b<\/td>\nAnthropic \u7ed1\u5b9a<\/td>\nOpenAI \u7ed1\u5b9a<\/td>\n\u4efb\u610f OpenAI \u517c\u5bb9<\/td>\n\u534e\u4e3a MaaS \/ OpenAI \u517c\u5bb9 \/ \u672c\u5730<\/td>\n\u4efb\u610f OpenAI \u517c\u5bb9 + \u81ea\u5bb6<\/td>\n<\/tr>\n
\u6269\u5c55\u5355\u5143<\/td>\nMCP \/ skills \/ hooks \/ subagents<\/td>\nMCP \/ hooks \/ skills<\/td>\nskills \/ MCP \/ memory<\/td>\nTool \u751f\u6001（agent-tools）+ Skill Hub + Agent SDK + \u53ef\u89c6\u5316\u5de5\u4f5c\u6d41<\/td>\n\u63d2\u4ef6（\u8fd0\u884c\u65f6\u7ea7）<\/td>\n<\/tr>\n
\u53ef\u7ec4\u5408\u7c92\u5ea6<\/td>\n\u5916\u6302\u5c42（\u52a0\u80fd\u529b）<\/td>\n\u5916\u6302\u5c42（\u52a0\u80fd\u529b）<\/td>\n\u80fd\u529b\u6a21\u5757\u5316，\u8fd0\u884c\u65f6\u56fa\u5b9a<\/td>\n\u80fd\u529b\/\u667a\u80fd\u4f53\/\u5de5\u4f5c\u6d41\u5c42，\u8fd0\u884c\u65f6\u662f\u6846\u67b6<\/td>\n\u8fd0\u884c\u65f6\u5c42（\u8fde\u5faa\u73af\/\u5b58\u50a8\/\u6c99\u7bb1\/UI \u90fd\u53ef\u6362）<\/td>\n<\/tr>\n
\u7279\u8272<\/td>\n\u751f\u6001\u6700\u5927\u3001\u6253\u78e8\u6df1<\/td>\n\u6a21\u578b\u5f3a\u3001\u4e91\/\u672c\u5730\u53cc\u5f62\u6001<\/td>\n\u7eaf Rust \u6027\u80fd\u3001100% AI \u751f\u6210<\/td>\n\u5206\u5e03\u5f0f swarm\u3001Skill \u81ea\u8fdb\u5316\u3001DeepSearch\u3001\u53ef\u89c6\u5316\u7f16\u6392<\/td>\n\u53ef\u9006\u6548\u5e94\u7406\u8bba\u3001\u5168\u63d2\u4ef6\u5316\u3001\u81ea\u8fdb\u5316\u6f5c\u529b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\"\u53ef\u7ec4\u5408\u7c92\u5ea6\u9636\u68af\"<\/p>\n

\u5404\u5bb6"\u53ef\u7ec4\u5408"\u7684\u54f2\u5b66\u5dee\u5f02<\/h4>\n
    \n
  • Claude Code：\u5916\u6302\u54f2\u5b66\u3002\u6838\u5fc3（agent \u5faa\u73af\u3001\u4e0a\u4e0b\u6587\u3001\u6267\u884c\u5668）\u95ed\u6e90\u4e0d\u53ef\u52a8，\u6269\u5c55\u53ea\u80fd\u901a\u8fc7 MCP\/skills\/hooks\/subagents \u6302\u5728\u5916\u9762\u3002\u4f18\u70b9：\u7a33\u5b9a\u3001\u53ef\u63a7\u3001\u751f\u6001\u6700\u5927；\u7f3a\u70b9：\u6c38\u8fdc\u6539\u4e0d\u4e86\u4e3b\u5e72\u3002<\/li>\n
  • Codex（CLI）：\u5f00\u6e90\u7684\u5916\u6302\u54f2\u5b66\u3002Rust \u6838\u5fc3 + TS \u542f\u52a8\u5668，\u4ee3\u7801\u5f00\u653e\u53ef\u770b，\u4f46\u67b6\u6784\u4ecd\u662f"\u5355\u4f53\u6838\u5fc3 + \u5916\u6302\u6269\u5c55"（MCP\/hooks\/skills \u6302\u5728\u6838\u5fc3\u5916\u9762），agent loop \u672c\u8eab\u4e0d\u53ef\u901a\u8fc7\u63d2\u4ef6\u66ff\u6362\u3002\u5f00\u6e90\u2260\u53ef\u7ec4\u5408，\u8fd9\u662f\u4e0e dsh \u7684\u5173\u952e\u533a\u522b\u3002<\/li>\n
  • AtomCode：\u5f00\u6e90\u5206\u5c42\u5355\u4f53\u3002kernel（\u4e2d\u7acb\u5faa\u73af）\/ capabilities（providers\/tools\/MCP\/skills\/sessions\/memory）\/ coding \/ TUI \/ daemon \u5206\u5c42\u6e05\u6670；\u4f46 CodingRuntime \u662f"\u5355\u4e00\u8fd0\u884c\u65f6\u6240\u6709\u8005"\u2014\u2014\u6269\u5c55\u4ecd\u662f\u5728\u56fa\u5b9a\u5faa\u73af\u4e0a\u52a0\u80fd\u529b，\u4e0d\u662f\u66ff\u6362\u5faa\u73af\u672c\u8eab\u3002<\/li>\n
  • openJiuwen \u751f\u6001：\u5e73\u53f0\u5316\u80fd\u529b\u7f16\u6392\u300217 \u4e2a\u4ed3\u5e93\u7ec4\u6210\u5b8c\u6574\u5e73\u53f0：agent-core（Agent SDK，\u542b Java \u7248）\u3001agent-runtime（\u5206\u5e03\u5f0f\u8fd0\u884c\u4e0e\u90e8\u7f72）\u3001agent-dx（\u5206\u5e03\u5f0f\u6267\u884c）\u3001agent-tools（Tool \u751f\u6001）\u3001agent-memory（\u957f\u671f\u8bb0\u5fc6）\u3001agent-protocol（MCP\/A2A \u534f\u8bae C++ SDK）\u3001agent-studio（\u96f6\u7801\/\u4f4e\u7801\u53ef\u89c6\u5316\u5de5\u4f5c\u6d41\u7f16\u6392\u3001\u6a21\u578b\/\u77e5\u8bc6\u5e93\/\u63d2\u4ef6\u8d44\u6e90\u7ba1\u7406）\u3001skillhub（Skill \u6258\u7ba1\u5206\u53d1，\u517c\u5bb9 ClawHub）\u3001jiuwenswarm（\u591a\u667a\u80fd\u4f53\u534f\u4f5c）\u3001deepsearch（\u6df1\u5ea6\u641c\u7d22）\u3001relay（\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u5e73\u53f0）\u7b49\u3002\u5b83\u7684\u7ec4\u5408\u53d1\u751f\u5728\u80fd\u529b\/\u667a\u80fd\u4f53\/\u5de5\u4f5c\u6d41\u5c42\u2014\u2014\u7528 SDK \u5f00\u53d1 agent\u3001\u7528 studio \u7f16\u6392\u5de5\u4f5c\u6d41\u3001\u7528 tool\/skill \u751f\u6001\u6269\u5c55\u80fd\u529b，\u4f46\u5e95\u5c42\u8fd0\u884c\u65f6（agent-runtime）\u548c\u6838\u5fc3\u662f\u57fa\u7840\u8bbe\u65bd\u6846\u67b6，\u4e0d\u662f\u53ef\u62d4\u63d2\u66ff\u6362\u7684\u7ec4\u4ef6\u3002Skill \u81ea\u8fdb\u5316\u4f18\u5316\u7684\u662f Skill \u5b9a\u4e49，\u4e0d\u6539\u53d8\u8fd0\u884c\u65f6\u7ed3\u6784\u3002<\/li>\n
  • dsh：\u8fd0\u884c\u65f6\u7ea7\u63d2\u4ef6\u3002\u53ef\u7ec4\u5408\u6027\u53d1\u751f\u5728\u6700\u5e95\u5c42\u2014\u2014\u8fde agent \u5faa\u73af\u3001\u5b58\u50a8\u3001\u6c99\u7bb1\u3001UI \u90fd\u662f\u53ef\u62d4\u63d2\u7ec4\u4ef6，\u4e14\u56de\u6eda\/\u91cd\u7ec4\u6709\u5143\u7406\u8bba\u4fdd\u8bc1\u3002\u8fd9\u5c31\u662f"\u5b89\u5353"：\u60f3\u9b54\u6539\u54ea\u4e00\u5c42\u90fd\u884c，\u6a21\u578b\u751a\u81f3\u53ef\u4ee5\u5728\u4efb\u52a1\u4e2d\u81ea\u5df1\u5199\u63d2\u4ef6\u81ea\u5df1\u88c5\u4e0a\u3002<\/li>\n<\/ul>\n

    \u4e94\u3001\u4e3a\u4ec0\u4e48\u8fd9\u503c\u5f97\u5173\u6ce8<\/h3>\n
  • \u552f\u4e00"\u8fd0\u884c\u65f6\u5168\u5f00\u653e"\u7684 agent \u6846\u67b6：Claude Code\/Codex \u5f00\u653e"\u80fd\u529b"，AtomCode \u5f00\u653e"\u5206\u5c42\u6e90\u7801"，openJiuwen \u5f00\u653e"\u5e73\u53f0\u4e0e\u7f16\u6392"，dsh \u5f00\u653e"\u8fd0\u884c\u65f6\u672c\u8eab"\u3002<\/li>\n
  • \u81ea\u8fdb\u5316\u662f\u67b6\u6784\u7279\u6027\u800c\u975e\u529f\u80fd：Cordis \u534f\u8bae\u4e0b，\u6a21\u578b\u53ef\u4ee5\u5728\u4e0d\u6253\u65ad\u4efb\u52a1\u7684\u524d\u63d0\u4e0b\u5199\u63d2\u4ef6\u3001\u88c5\u63d2\u4ef6\u2014\u2014\u4ece\u6d77\u91cf\u5b9e\u4f8b\u91cc\u7b5b\u51fa\u597d\u63d2\u4ef6\u878d\u56de\u4e3b\u7ebf\u3002openJiuwen \u7684 Skill \u81ea\u8fdb\u5316\u5728 Skill \u5b9a\u4e49\u5c42，dsh \u7684\u5728\u8fd0\u884c\u65f6\u5c42，\u6df1\u5ea6\u4e0d\u540c\u3002<\/li>\n
  • \u6709\u7406\u8bba\u80cc\u4e66：\u53ef\u9006\u6548\u5e94\/\u4f59\u6548\u5e94\u662f\u5f62\u5f0f\u5316\u6982\u5ff5，\u70ed\u66ff\u6362\u3001\u4f9d\u8d56\u53cd\u5e94\u3001\u526f\u4f5c\u7528\u56de\u6eda\u6709\u8bc1\u660e\u2014\u2014\u4e0d\u662f\u5de5\u7a0b\u5de7\u5408\u3002<\/li>\n
  • \u5b9e\u8df5\u9a8c\u8bc1：\u4f1a\u8bdd\u5bfc\u51fa\u3001\u4efb\u52a1\u901a\u77e5\u3001\u6210\u672c\u62a5\u8868\u3001\u6587\u7ae0\u53d1\u5e03\u56db\u4e2a\u63d2\u4ef6\u5168\u90e8\u96f6\u4fb5\u5165\u63a5\u5165，\u8986\u76d6\u4e8b\u4ef6\u8ba2\u9605\u3001\u5de5\u5177\u6ce8\u518c\u3001dispose \u65f6\u5e8f\u3001\u7b2c\u4e09\u65b9 API \u6865\u63a5\u2014\u2014"\u4e00\u5207\u7686\u63d2\u4ef6"\u7684\u53ef\u7ec4\u5408\u6027\u5b9e\u8bc1\u3002<\/li>\n

    \u8bda\u5b9e\u7684\u53e6\u4e00\u9762：dsh \u662f developer preview（\u7834\u574f\u6027\u53d8\u66f4\u9891\u7e41）\u3001TS \u8fd0\u884c\u65f6\u6027\u80fd\u4e0d\u5982 Rust \u5355\u4f53（Codex\/AtomCode）\u3001\u751f\u6001\u6210\u719f\u5ea6\u8fdc\u4e0d\u5982 Claude Code；AtomCode \u7684\u6027\u80fd\u4e0e\u7b80\u6d01\u3001openJiuwen \u7684\u591a\u667a\u80fd\u4f53\u7f16\u6392\u4e0e Skill \u751f\u6001\u3001Codex \u7684\u6a21\u578b\u4e0e\u6253\u78e8，\u5404\u6709\u72ec\u5230\u4e4b\u5904\u300278.8k\u2605 \u5173\u6ce8 dsh \u7684\u4eba，\u8d4c\u7684\u662f\u67b6\u6784\u65b9\u5411：\u4e00\u4e2a agent \u53ef\u4ee5\u81ea\u5df1\u6539\u9020\u81ea\u5df1\u8fd0\u884c\u65f6\u7684\u5f00\u653e\u5e73\u53f0\u3002<\/p>\n

    \u5173\u4e8e\u4f5c\u8005<\/h3>\n

    \u672c\u6587\u4f5c\u8005 \u732b\u54e5，DeepSeek Harness \u63d2\u4ef6\u5f00\u53d1\u8005，\u65e5\u5e38\u6298\u817e AI Agent\u3001\u5f00\u6e90\u4e0e\u6548\u7387\u5de5\u5177\u3002\u5199\u8fc7\u5e76\u5f00\u6e90\u4e86\u56db\u4e2a dsh \u63d2\u4ef6：<\/p>\n

      \n
    • dsh-session-export\u2014\u2014\u4f1a\u8bdd\u5bfc\u51fa\u4e0e\u590d\u76d8<\/li>\n
    • dsh-notify\u2014\u2014\u4efb\u52a1\u5b8c\u6210\u901a\u77e5（Server\u9171\/\u9489\u9489\/\u98de\u4e66\/Webhook）<\/li>\n
    • dsh-session-report\u2014\u2014\u6210\u672c\u4e0e\u8017\u65f6\u62a5\u8868<\/li>\n
    • dsh-article-publish\u2014\u2014\u4e09\u5e73\u53f0\u6587\u7ae0\u53d1\u5e03<\/li>\n<\/ul>\n

      \u66f4\u591a AI\/\u5f00\u53d1\u6298\u817e\u8bb0\u5f55，\u6b22\u8fce\u6765\u6211\u7684\u535a\u5ba2\u5750\u5750：https:\/\/blog.csdn.net\/qq8864\u3002\u89c9\u5f97\u6709\u7528\u7684\u8bdd\u70b9\u4e2a\u5173\u6ce8\u3001\u7559\u4e2a\u8a00，\u540e\u7eed\u8fd8\u4f1a\u6301\u7eed\u8f93\u51fa dsh \u63d2\u4ef6\u751f\u6001\u7684\u5b9e\u6218\u5185\u5bb9\u3002<\/p>\n

      \u53c2\u8003：Cordis paper ｜ deepseek-harness ｜ AtomCode ｜ openJiuwen（jiuwenswarm \u7b49 17 \u4ed3） ｜ Codex CLI（TS \u542f\u52a8\u5668 + Rust \u4e8c\u8fdb\u5236）<\/p>\n","protected":false},"excerpt":{"rendered":"

      \u6a21\u578b\u3001\u5de5\u5177\u3001\u6280\u80fd\u3001\u4f1a\u8bdd\u3001\u6c99\u7bb1\u3001\u5b58\u50a8\u3001\u5faa\u73af\u3001\u8c03\u5ea6\u3001UI\u2014\u2014\u5728 DeepSeek Harness（dsh）\u91cc，\u8fd9\u4e9b\u5168\u90e8\u662f\u63d2\u4ef6，\u6ca1\u6709\u4e00\u4e2a\u662f\\”\u6838\u5fc3\\”\u3002\u8fd9\u7bc7\u8bb2\u6e05\u695a\u8fd9\u53e5\u8bdd\u5230\u5e95\u610f\u5473\u7740\u4ec0\u4e48\u3001\u80cc\u540e\u7684\u7406\u8bba\u662f\u4ec0\u4e48，\u4ee5\u53ca\u5b83\u548c\u5f53\u4e0b\u4e3b\u6d41 agent（Claude Code \/ Codex \/ AtomCode \/ openJiuwen \u751f\u6001）\u5b9e\u73b0\u7684\u672c\u8d28\u533a\u522b\u3002 \u2014\u2014 \u732b\u54e5，DeepSeek Ha<\/p>\n","protected":false},"author":2,"featured_media":94760,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[10848,74,68,50,188],"topic":[],"class_list":["post-94763","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-harness","tag-agent","tag-deepseek","tag-50","tag-188"],"yoast_head":"\n\u4e00\u5207\u7686\u63d2\u4ef6\uff1aDeepSeek Harness \u7684\u67b6\u6784\u54f2\u5b66\uff0c\u4ee5\u53ca\u4e0e\u4e3b\u6d41 Agent \u7684\u5bf9\u6bd4 - 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