{"id":95197,"date":"2026-08-16T13:57:24","date_gmt":"2026-08-16T05:57:24","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/95197.html"},"modified":"2026-08-16T13:57:24","modified_gmt":"2026-08-16T05:57:24","slug":"%e3%80%90%e8%ae%b0%e5%bf%86%e3%80%91openclaw%e4%b9%8bhoncho-%e8%ae%b0%e5%bf%86%e7%b3%bb%e7%bb%9f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/95197.html","title":{"rendered":"\u3010\u8bb0\u5fc6\u3011openclaw\u4e4bHoncho \u8bb0\u5fc6\u7cfb\u7edf"},"content":{"rendered":"

🧠 Honcho<\/h3>\n

Honcho \u662f\u4e00\u4e2a\u5f00\u6e90\u7684 AI \u539f\u751f\u8bb0\u5fc6\u5e93，\u63d0\u4f9b\u6258\u7ba1\u670d\u52a1，\u4e5f\u53ef\u4ee5\u672c\u5730\u90e8\u7f72\u4f7f\u7528，\u8ba9\u667a\u80fd\u4f53\u80fd\u591f：<\/p>\n\n\u80fd\u529b\u8bf4\u660e<\/tr>\n\n\n\n\n\n\n\n\n
🔗 \u8de8\u4f1a\u8bdd\u8bb0\u5fc6<\/td>\n\u6bcf\u8f6e\u5bf9\u8bdd\u81ea\u52a8\u6301\u4e45\u5316，\u4e0a\u4e0b\u6587\u53ef\u8de8\u4f1a\u8bdd\u91cd\u7f6e\u3001\u538b\u7f29\u548c\u6e20\u9053\u5207\u6362\u5ef6\u7eed<\/td>\n<\/tr>\n
👤 \u7528\u6237\u5efa\u6a21<\/td>\n\u81ea\u52a8\u7ef4\u62a4\u7528\u6237\u7684\u504f\u597d\u3001\u4e8b\u5b9e\u3001\u6c9f\u901a\u98ce\u683c\u7b49\u6863\u6848<\/td>\n<\/tr>\n
🤖 \u667a\u80fd\u4f53\u5efa\u6a21<\/td>\n\u540c\u65f6\u7ef4\u62a4\u667a\u80fd\u4f53\u81ea\u8eab\u7684\u4e2a\u6027\u4e0e\u4e60\u5f97\u884c\u4e3a<\/td>\n<\/tr>\n
🔍 \u8bed\u4e49\u641c\u7d22<\/td>\n\u641c\u7d22\u8fc7\u53bb\u5bf9\u8bdd\u4e2d\u7684\u89c2\u5bdf\u7ed3\u679c\u548c\u7ed3\u8bba，\u800c\u975e\u4ec5\u4ec5\u5f53\u524d\u4f1a\u8bdd<\/td>\n<\/tr>\n
👨\u200d👩\u200d👧\u200d👦 \u591a\u667a\u80fd\u4f53\u611f\u77e5<\/td>\n\u7236\u667a\u80fd\u4f53\u81ea\u52a8\u8ddf\u8e2a\u5b50\u667a\u80fd\u4f53，\u5e76\u5728\u5b50\u4f1a\u8bdd\u4e2d\u4f5c\u4e3a\u89c2\u5bdf\u8005\u53c2\u4e0e<\/td>\n<\/tr>\n
🧠 \u5f62\u5f0f\u903b\u8f91\u63a8\u7406<\/td>\n\u4e0d\u4ec5\u5b58\u50a8\u6570\u636e，\u66f4\u901a\u8fc7\u6f14\u7ece\u3001\u5f52\u7eb3\u3001\u6eaf\u56e0\u63a8\u5bfc\u51fa\u6df1\u5c42\u7ed3\u8bba<\/td>\n<\/tr>\n
🏠 \u5b8c\u5168\u81ea\u6258\u7ba1<\/td>\n\u53ef\u672c\u5730\u8fd0\u884c，\u6570\u636e\u4e0d\u51fa\u670d\u52a1\u5668，\u65e0\u9700\u5916\u90e8 API<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Honcho \u53ef\u4ee5 \u4e0e\u4efb\u4f55\u6a21\u578b\u3001\u4efb\u4f55\u6846\u67b6\u3001\u4efb\u4f55\u67b6\u6784 \u914d\u5408\u4f7f\u7528，\u65e0\u8bba\u662f\u7b80\u5355\u7684\u804a\u5929\u673a\u5668\u4eba，\u8fd8\u662f\u590d\u6742\u7684\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u3002<\/p>\n

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\u6982\u5ff5<\/h3>\n

\u8981\u7406\u89e3 Honcho，\u9996\u5148\u9700\u8981\u638c\u63e1\u5b83\u7684\u56db\u4e2a\u5b58\u50a8\u539f\u8bed（Primal）\u548c\u4e00\u4e2a\u63a8\u7406\u5f15\u64ce\u3002\u5b83\u4eec\u4e4b\u95f4\u7684\u5c42\u7ea7\u5173\u7cfb\u5982\u4e0b：<\/p>\n

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Workspace \u5de5\u4f5c\u533a\u9876\u5c42\u9694\u79bb\u5bb9\u5668<\/p>\n

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Peer: \u7528\u6237<\/p>\n

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Peer: \u667a\u80fd\u4f53<\/p>\n

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Peer: \u7fa4\u7ec4\/\u60f3\u6cd5<\/p>\n

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Session \u4f1a\u8bdd 1<\/p>\n

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Session \u4f1a\u8bdd 2<\/p>\n

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Session \u4f1a\u8bdd 3<\/p>\n

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Messages \u6d88\u606f<\/p>\n

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Messages \u6d88\u606f<\/p>\n

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Messages \u6d88\u606f<\/p>\n

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Messages \u6d88\u606f<\/p>\n

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\u63a8\u7406\u5f15\u64ce\u540e\u53f0\u5f02\u6b65\u5904\u7406<\/p>\n

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Representations\u53ef\u67e5\u8be2\u7684\u8868\u793a<\/p>\n

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\u5f00\u53d1\u8005 \/ \u667a\u80fd\u4f53\u67e5\u8be2<\/p>\n

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Workspace \u5de5\u4f5c\u533a<\/h4>\n

🔒 \u9694\u79bb\u5bb9\u5668，\u4e0d\u540c\u5e94\u7528\u6216\u73af\u5883\u7684\u6570\u636e\u4e92\u4e0d\u5e72\u6270<\/p>\n

Workspace \u662f\u9876\u5c42\u9694\u79bb\u5355\u5143\u3002\u6bd4\u5982\u4f60\u53ef\u4ee5\u4e3a\u201c\u5ba2\u670d\u673a\u5668\u4eba\u201d\u521b\u5efa\u4e00\u4e2a\u5de5\u4f5c\u533a，\u4e3a\u201c\u4e2a\u4eba\u52a9\u7406\u201d\u521b\u5efa\u53e6\u4e00\u4e2a\u5de5\u4f5c\u533a，\u4e24\u8005\u7684\u8bb0\u5fc6\u5b8c\u5168\u9694\u79bb\u3002<\/p>\n

\u5728 OpenClaw \u96c6\u6210\u4e2d，\u9ed8\u8ba4\u5de5\u4f5c\u533a ID \u4e3a openclaw\u3002<\/p>\n

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Peer \u5bf9\u7b49\u4f53<\/h4>\n

🧑\u200d🤝\u200d🧑 \u6301\u4e45\u5b58\u5728\u7684\u5b9e\u4f53\u2014\u2014\u7528\u6237\u3001\u667a\u80fd\u4f53\u3001\u5bf9\u8c61\u3001\u7fa4\u7ec4\u3001\u60f3\u6cd5\u2026\u2026<\/p>\n

Peer \u662f Honcho \u4e2d\u6700\u6838\u5fc3\u7684\u6982\u5ff5\u3002 \u6bcf\u4e00\u4e2a\u503c\u5f97\u88ab\u8bb0\u4f4f\u7684\u201c\u5b58\u5728\u201d\u90fd\u662f\u4e00\u4e2a Peer\u3002\u5b83\u53ef\u4ee5\u662f：<\/p>\n

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  • \u4e00\u4e2a\u771f\u5b9e\u7684\u7528\u6237（\u4f60）<\/li>\n
  • \u4e00\u4e2a AI \u667a\u80fd\u4f53（\u52a9\u624b）<\/li>\n
  • \u4e00\u4e2a\u7fa4\u7ec4（\u591a\u4e2a Peer \u7684\u96c6\u5408）<\/li>\n
  • \u751a\u81f3\u662f\u4e00\u4e2a\u201c\u60f3\u6cd5\u201d\u6216\u201c\u9879\u76ee\u201d<\/li>\n<\/ul>\n

    \u6bcf\u4e2a Peer \u62e5\u6709\u72ec\u7acb\u7684 \u8868\u793a（Representation），Honcho \u901a\u8fc7\u63a8\u7406\u4e0d\u65ad\u66f4\u65b0\u8fd9\u4e9b\u8868\u793a，\u8ba9\u5b83\u4eec\u8d8a\u6765\u8d8a\u7cbe\u51c6\u5730\u53cd\u6620\u5b9e\u4f53\u7684\u771f\u5b9e\u9762\u8c8c\u3002<\/p>\n

    💡 \u7b80\u5355\u7406\u89e3：Peer \u5c31\u50cf Honcho \u7ed9\u6bcf\u4e2a\u201c\u89d2\u8272\u201d\u5efa\u7acb\u7684\u4e00\u4efd\u52a8\u6001\u6863\u6848，\u8d8a\u7528\u8d8a\u61c2\u4f60\u3002<\/p>\n

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    Session \u4f1a\u8bdd<\/h4>\n

    💬 Peer \u4e4b\u95f4\u7684\u4ea4\u4e92\u7ebf\u7a0b<\/p>\n

    Session \u662f Peer \u4e4b\u95f4\u7684\u4e00\u6b21\u8fde\u7eed\u5bf9\u8bdd，\u5b83\u6709\u660e\u786e\u7684\u65f6\u95f4\u8fb9\u754c：<\/p>\n

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    • \u4e00\u4e2a Peer \u53ef\u4ee5\u53c2\u4e0e\u591a\u4e2a\u4f1a\u8bdd<\/li>\n
    • \u591a\u4e2a Peer \u4e5f\u53ef\u4ee5\u5728\u540c\u4e00\u4e2a\u4f1a\u8bdd\u4e2d\u4ea4\u4e92<\/li>\n
    • Session \u662f\u6d88\u606f\u7684\u5bb9\u5668，\u4e5f\u662f\u4e0a\u4e0b\u6587\u68c0\u7d22\u7684\u57fa\u672c\u5355\u4f4d<\/li>\n<\/ul>\n

      \u6bd4\u5982\u4f60\u548c\u4e00\u4e2a AI \u52a9\u624b\u5728 WhatsApp \u4e0a\u804a\u5929\u7684\u6574\u4e2a\u8fc7\u7a0b，\u5c31\u662f\u4e00\u4e2a Session\u3002<\/p>\n

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      Message \u6d88\u606f<\/h4>\n

      📝 \u89e6\u53d1\u63a8\u7406\u7684\u6570\u636e\u5355\u5143<\/p>\n

      \u6d88\u606f\u4e0d\u53ea\u662f\u201c\u804a\u5929\u5185\u5bb9\u201d\u2014\u2014\u5b83\u53ef\u4ee5\u662f：<\/p>\n

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      • \u5bf9\u8bdd\u4e2d\u7684\u4e00\u53e5\u8bdd<\/li>\n
      • \u4e00\u4e2a\u7cfb\u7edf\u4e8b\u4ef6（\u5982\u201c\u7528\u6237\u4e0a\u4f20\u4e86\u6587\u4ef6\u201d）<\/li>\n
      • \u4e00\u6761\u6d3b\u52a8\u8bb0\u5f55<\/li>\n
      • \u4e00\u4efd\u6587\u6863\u6216\u65e5\u5fd7<\/li>\n<\/ul>\n

        \u5f53\u4f60\u5411 Honcho \u5199\u5165\u6d88\u606f\u65f6，\u5b83\u4eec\u4f1a\u88ab\u7acb\u5373\u5b58\u50a8，\u5e76\u8fdb\u5165\u540e\u53f0\u63a8\u7406\u961f\u5217\u3002\u8fd9\u79cd\u8bbe\u8ba1\u4fdd\u8bc1\u4e86\u5199\u5165\u64cd\u4f5c\u7684\u5feb\u901f\u54cd\u5e94，\u540c\u65f6\u8ba9\u63a8\u7406\u80fd\u529b\u5728\u540e\u53f0\u5b89\u9759\u5730\u8fd0\u8f6c\u3002<\/p>\n

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        \u63a8\u7406\u5f15\u64ce：Honcho \u7684\u5927\u8111<\/h4>\n

        🧠 \u4ece\u6570\u636e\u4e2d\u63d0\u53d6\u6d1e\u5bdf，\u800c\u975e\u4ec5\u4ec5\u5b58\u50a8\u6570\u636e<\/p>\n

        Honcho \u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u201c\u8bb0\u5fc6\u6570\u636e\u5e93\u201d\u3002\u5b83\u7684\u63a8\u7406\u5f15\u64ce\u4f1a\u5f02\u6b65\u5904\u7406\u6240\u6709\u6d88\u606f，\u63d0\u53d6\u663e\u5f0f\u4fe1\u606f\u3001\u63a8\u5bfc\u9690\u542b\u7ed3\u8bba\u3001\u8bc6\u522b\u6a21\u5f0f\u3001\u5e76\u63a8\u65ad\u884c\u4e3a\u80cc\u540e\u7684\u539f\u56e0\u3002<\/p>\n

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        \u63a8\u7406\u5f15\u64ce\u8fd0\u4f5c<\/h3>\n

        \u63a8\u7406\u5f15\u64ce\u662f Honcho \u6700\u5177\u7279\u8272\u7684\u90e8\u5206\u3002\u5b83\u4f7f\u7528\u81ea\u5b9a\u4e49\u8bad\u7ec3\u7684\u6a21\u578b\u6267\u884c\u5f62\u5f0f\u903b\u8f91\u63a8\u7406，\u6574\u4e2a\u8fc7\u7a0b\u53ef\u4ee5\u62c6\u89e3\u4e3a\u56db\u4e2a\u5c42\u6b21：<\/p>\n

        #mermaid-svg-bfBOJuiKWBwlu74W{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes dash{to{stroke-dashoffset:0;}}#mermaid-svg-bfBOJuiKWBwlu74W .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-bfBOJuiKWBwlu74W .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-bfBOJuiKWBwlu74W .error-icon{fill:#552222;}#mermaid-svg-bfBOJuiKWBwlu74W .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-bfBOJuiKWBwlu74W .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-bfBOJuiKWBwlu74W .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-bfBOJuiKWBwlu74W .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-bfBOJuiKWBwlu74W .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-bfBOJuiKWBwlu74W .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-bfBOJuiKWBwlu74W .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-bfBOJuiKWBwlu74W .marker{fill:#333333;stroke:#333333;}#mermaid-svg-bfBOJuiKWBwlu74W .marker.cross{stroke:#333333;}#mermaid-svg-bfBOJuiKWBwlu74W svg{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-bfBOJuiKWBwlu74W p{margin:0;}#mermaid-svg-bfBOJuiKWBwlu74W .label{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;color:#333;}#mermaid-svg-bfBOJuiKWBwlu74W .cluster-label text{fill:#333;}#mermaid-svg-bfBOJuiKWBwlu74W .cluster-label span{color:#333;}#mermaid-svg-bfBOJuiKWBwlu74W .cluster-label span p{background-color:transparent;}#mermaid-svg-bfBOJuiKWBwlu74W .label text,#mermaid-svg-bfBOJuiKWBwlu74W span{fill:#333;color:#333;}#mermaid-svg-bfBOJuiKWBwlu74W .node rect,#mermaid-svg-bfBOJuiKWBwlu74W .node circle,#mermaid-svg-bfBOJuiKWBwlu74W .node ellipse,#mermaid-svg-bfBOJuiKWBwlu74W .node polygon,#mermaid-svg-bfBOJuiKWBwlu74W .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-bfBOJuiKWBwlu74W .rough-node .label text,#mermaid-svg-bfBOJuiKWBwlu74W .node .label text,#mermaid-svg-bfBOJuiKWBwlu74W .image-shape .label,#mermaid-svg-bfBOJuiKWBwlu74W .icon-shape .label{text-anchor:middle;}#mermaid-svg-bfBOJuiKWBwlu74W .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-bfBOJuiKWBwlu74W .rough-node .label,#mermaid-svg-bfBOJuiKWBwlu74W .node .label,#mermaid-svg-bfBOJuiKWBwlu74W .image-shape .label,#mermaid-svg-bfBOJuiKWBwlu74W .icon-shape .label{text-align:center;}#mermaid-svg-bfBOJuiKWBwlu74W .node.clickable{cursor:pointer;}#mermaid-svg-bfBOJuiKWBwlu74W .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-bfBOJuiKWBwlu74W .arrowheadPath{fill:#333333;}#mermaid-svg-bfBOJuiKWBwlu74W .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-bfBOJuiKWBwlu74W .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-bfBOJuiKWBwlu74W .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-bfBOJuiKWBwlu74W .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-bfBOJuiKWBwlu74W .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-bfBOJuiKWBwlu74W .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-bfBOJuiKWBwlu74W .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-bfBOJuiKWBwlu74W .cluster text{fill:#333;}#mermaid-svg-bfBOJuiKWBwlu74W .cluster span{color:#333;}#mermaid-svg-bfBOJuiKWBwlu74W div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-bfBOJuiKWBwlu74W .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-bfBOJuiKWBwlu74W rect.text{fill:none;stroke-width:0;}#mermaid-svg-bfBOJuiKWBwlu74W .icon-shape,#mermaid-svg-bfBOJuiKWBwlu74W .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-bfBOJuiKWBwlu74W .icon-shape p,#mermaid-svg-bfBOJuiKWBwlu74W .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-bfBOJuiKWBwlu74W .icon-shape .label rect,#mermaid-svg-bfBOJuiKWBwlu74W .image-shape .label rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-bfBOJuiKWBwlu74W .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-bfBOJuiKWBwlu74W .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-bfBOJuiKWBwlu74W :root{–mermaid-font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}<\/p>\n

        <\/p>\n

        📤 \u8f93\u51fa<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        🧠 \u63a8\u7406\u5c42<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        📥 \u8f93\u5165<\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        Messages\u6d88\u606f\u961f\u5217<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        \u663e\u5f0f\u63d0\u53d6Explicit<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        \u6f14\u7ece\u63a8\u7406Deductive<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        \u5f52\u7eb3\u63a8\u7406Inductive<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        \u6eaf\u56e0\u63a8\u7406Abductive<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        Peer Card\u5173\u952e\u4f20\u8bb0\u4fe1\u606f<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        \u6574\u5408\u53bb\u91cd\/\u6d88\u6b67<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        \u6a21\u5f0f\u8bc6\u522b\u8de8\u6d88\u606f\u89c4\u5f8b<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        \u884c\u4e3a\u89e3\u91ca\u6700\u7b80\u63a8\u65ad<\/p>\n

        <\/span><\/p>\n

        \u56db\u79cd\u63a8\u7406\u80fd\u529b<\/h4>\n\n\u63a8\u7406\u7c7b\u578b\u8bf4\u660e\u793a\u4f8b<\/tr>\n\n\n\n\n\n
        \u663e\u5f0f\u63d0\u53d6<\/td>\n\u63d0\u53d6\u7528\u6237\u76f4\u63a5\u9648\u8ff0\u7684\u5185\u5bb9<\/td>\n\u7528\u6237\u8bf4\u201c\u6211\u662f\u7a0b\u5e8f\u5458\u201d \u2192 \u663e\u5f0f\u8bb0\u5f55\u201c\u804c\u4e1a：\u7a0b\u5e8f\u5458\u201d<\/td>\n<\/tr>\n
        \u6f14\u7ece\u63a8\u7406<\/td>\n\u4ece\u5df2\u6709\u524d\u63d0\u63a8\u5bfc\u51fa\u5fc5\u7136\u7ed3\u8bba<\/td>\n\u201c\u7528\u6237\u8bf4\u559c\u6b22 Python\u201d + \u201cPython \u662f\u4e00\u79cd\u7f16\u7a0b\u8bed\u8a00\u201d \u2192 \u201c\u7528\u6237\u638c\u63e1\u7f16\u7a0b\u6280\u80fd\u201d<\/td>\n<\/tr>\n
        \u5f52\u7eb3\u63a8\u7406<\/td>\n\u4ece\u591a\u4e2a\u6d88\u606f\u4e2d\u8bc6\u522b\u6a21\u5f0f<\/td>\n\u7528\u6237\u591a\u6b21\u8be2\u95ee\u6027\u80fd\u4f18\u5316 \u2192 \u201c\u7528\u6237\u5173\u6ce8\u7cfb\u7edf\u6027\u80fd\u201d<\/td>\n<\/tr>\n
        \u6eaf\u56e0\u63a8\u7406<\/td>\n\u63a8\u65ad\u89c2\u5bdf\u884c\u4e3a\u7684\u6700\u7b80\u5355\u89e3\u91ca<\/td>\n\u7528\u6237\u9891\u7e41\u95ee\u201c\u600e\u4e48\u505a\u201d \u2192 \u201c\u7528\u6237\u5904\u4e8e\u5b66\u4e60\u9636\u6bb5\u201d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \u63a8\u7406\u751f\u6210\u7684\u6570\u636e\u7ed3\u6784\u5927\u81f4\u5982\u4e0b：<\/p>\n

        {<\/span>
        \n "explicit"<\/span>:<\/span> [<\/span>
        \n {<\/span> "content"<\/span>:<\/span> "\u7528\u6237\u8bf4：\u6211\u559c\u6b22\u7528 Python \u5199\u811a\u672c"<\/span> }<\/span>
        \n ]<\/span>,<\/span>
        \n "deductive"<\/span>:<\/span> [<\/span>
        \n {<\/span>
        \n "premises"<\/span>:<\/span> [<\/span>"\u7528\u6237\u559c\u6b22 Python"<\/span>,<\/span> "Python \u7528\u4e8e\u811a\u672c\u7f16\u7a0b"<\/span>]<\/span>,<\/span>
        \n "conclusion"<\/span>:<\/span> "\u7528\u6237\u5177\u5907\u811a\u672c\u7f16\u7a0b\u7ecf\u9a8c"<\/span>
        \n }<\/span>
        \n ]<\/span>
        \n}<\/span><\/p>\n

        Token \u6279\u5904\u7406\u673a\u5236<\/h4>\n

        Honcho \u4e0d\u4f1a\u5bf9\u6bcf\u6761\u6d88\u606f\u5355\u72ec\u8fd0\u884c\u63a8\u7406（\u90a3\u6837\u6210\u672c\u592a\u9ad8）\u3002\u76f8\u53cd，\u5b83\u91c7\u7528 Token \u6279\u5904\u7406 \u7b56\u7565：<\/p>\n

        🔄 \u5f53\u67d0\u4e2a Peer \u7684\u5f85\u5904\u7406\u6d88\u606f\u7d2f\u79ef\u5230\u7ea6 1,000 token \u65f6，\u89e6\u53d1\u4e00\u6b21\u6279\u91cf\u63a8\u7406\u3002<\/p>\n

        \u8fd9\u6837\u65e2\u4fdd\u8bc1\u4e86\u63a8\u7406\u6210\u672c\u53ef\u63a7，\u53c8\u786e\u4fdd\u6bcf\u6b21\u63a8\u7406\u6709\u8db3\u591f\u7684\u4e0a\u4e0b\u6587\u91cf，\u4f7f\u7ed3\u8bba\u66f4\u51c6\u786e\u3002<\/p>\n

        \n

        \u5b89\u88c5\u6307\u5357<\/h3>\n

        Honcho \u7684\u5b89\u88c5\u65b9\u5f0f\u53d6\u51b3\u4e8e\u4f60\u7684\u4f7f\u7528\u573a\u666f\u3002<\/p>\n

        OpenClaw \u63d2\u4ef6\u5b89\u88c5<\/h4>\n

        \u9762\u5411 OpenClaw \u7528\u6237，\u53ea\u9700\u4e09\u6b65\u5373\u53ef\u83b7\u5f97\u8de8\u6240\u6709\u6e20\u9053（WhatsApp\u3001Telegram\u3001Discord\u3001Slack\u2026\u2026）\u7684\u8bb0\u5fc6\u80fd\u529b：<\/p>\n

        # 1\ufe0f\u20e3 \u5b89\u88c5\u63d2\u4ef6<\/span>
        \nopenclaw plugins install<\/span> @honcho-ai\/openclaw-honcho<\/p>\n

        # 2\ufe0f\u20e3 \u8fd0\u884c\u8bbe\u7f6e\u5411\u5bfc（\u4ea4\u4e92\u5f0f\u914d\u7f6e API \u5bc6\u94a5\u3001\u8fc1\u79fb\u73b0\u6709\u6587\u4ef6）<\/span>
        \nopenclaw honcho setup<\/p>\n

        # 3\ufe0f\u20e3 \u91cd\u542f\u7f51\u5173<\/span>
        \nopenclaw gateway –force<\/span><\/p>\n

        # \u5378\u8f7d<\/span>
        \nopenclaw plugins uninstall openclaw-honcho<\/p>\n

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

        💡 \u81ea\u6258\u7ba1\u63d0\u793a：\u5982\u679c\u4f60\u4f7f\u7528\u672c\u5730 Honcho \u5b9e\u4f8b，\u5728 setup \u63d0\u793a\u8f93\u5165 API Key \u65f6\u76f4\u63a5\u56de\u8f66\u7559\u7a7a，\u7136\u540e\u5c06 Base URL \u8bbe\u7f6e\u4e3a http:\/\/localhost:8000\u3002<\/p>\n

        \n

        \u72ec\u7acb SDK \u5b89\u88c5<\/h4>\n

        \u5982\u679c\u4f60\u5728\u6784\u5efa\u81ea\u5df1\u7684\u5e94\u7528（\u975e OpenClaw），\u9009\u62e9\u9002\u5408\u7684\u5305\u7ba1\u7406\u5668：<\/p>\n\n\u5305\u7ba1\u7406\u5668\u547d\u4ee4<\/tr>\n\n\n\n\n\n\n
        Python (uv)<\/td>\nuv add honcho-ai<\/td>\n<\/tr>\n
        Python (pip)<\/td>\npip install honcho-ai<\/td>\n<\/tr>\n
        TypeScript (npm)<\/td>\nnpm install honcho-ai<\/td>\n<\/tr>\n
        TypeScript (yarn)<\/td>\nyarn add honcho-ai<\/td>\n<\/tr>\n
        TypeScript (pnpm)<\/td>\npnpm add honcho-ai<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \u5b89\u88c5\u540e，\u8bbf\u95ee app.honcho.dev \u6ce8\u518c\u8d26\u53f7\u83b7\u53d6 API Key\u3002\u65b0\u7528\u6237\u53ef\u83b7\u5f97 $100 \u514d\u8d39\u989d\u5ea6 🎁\u3002 \"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

        \n

        \u914d\u7f6e\u8be6\u89e3<\/h3>\n

        OpenClaw \u63d2\u4ef6\u914d\u7f6e<\/h4>\n

        \u914d\u7f6e\u4f4d\u4e8e ~\/.openclaw\/openclaw.json \u7684 plugins.entries["openclaw-honcho"].config \u4e0b：<\/p>\n

        {
        \n "plugins": {
        \n "entries": {
        \n "openclaw-honcho": {
        \n "config": {
        \n "apiKey": "your-api-key", \/\/ \u6258\u7ba1\u6a21\u5f0f\u5fc5\u586b；\u81ea\u6258\u7ba1\u65f6\u5220\u9664\u6b64\u5b57\u6bb5
        \n "workspaceId": "openclaw", \/\/ \u8bb0\u5fc6\u9694\u79bb\u7684\u5de5\u4f5c\u533a ID
        \n "baseUrl": "https:\/\/api.honcho.dev" \/\/ API \u7aef\u70b9\u5730\u5740
        \n }
        \n }
        \n }
        \n }
        \n}<\/p>\n\n\u914d\u7f6e\u9879\u9ed8\u8ba4\u503c\u8bf4\u660e<\/tr>\n\n\n\n\n
        apiKey<\/td>\n\u2014<\/td>\nHoncho API \u5bc6\u94a5（\u6258\u7ba1\u6a21\u5f0f\u5fc5\u586b，\u81ea\u6258\u7ba1\u65f6\u7701\u7565）<\/td>\n<\/tr>\n
        workspaceId<\/td>\n"openclaw"<\/td>\n\u5de5\u4f5c\u533a ID，\u7528\u4e8e\u8bb0\u5fc6\u9694\u79bb<\/td>\n<\/tr>\n
        baseUrl<\/td>\n"https:\/\/api.honcho.dev"<\/td>\nAPI \u7aef\u70b9（\u81ea\u6258\u7ba1\u65f6\u6539\u4e3a\u672c\u5730\u5730\u5740）<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \u81ea\u6258\u7ba1\u914d\u7f6e<\/h4>\n

        Honcho \u53ef\u4ee5\u5b8c\u5168\u8fd0\u884c\u5728\u672c\u5730，\u65e0\u9700\u4efb\u4f55\u5916\u90e8 API \u4f9d\u8d56：<\/p>\n

        # 1\ufe0f\u20e3 \u6309\u7167 Honcho \u81ea\u6258\u7ba1\u6307\u5357\u90e8\u7f72\u672c\u5730\u5b9e\u4f8b<\/span>
        \ngit<\/span> clone https:\/\/github.com\/plastic-labs\/honcho.git
        \ncd<\/span> honcho
        \ncp<\/span> docker-compose.yml.example docker-compose.yml
        \ncp<\/span> .env.template .env # fill in LLM_GEMINI_API_KEY \/ LLM_ANTHROPIC_API_KEY \/ LLM_OPENAI_API_KEY<\/span>
        \ndocker<\/span> compose up<\/p>\n

        # 2\ufe0f\u20e3 \u8fd0\u884c\u8bbe\u7f6e\u5411\u5bfc，\u5c06 Base URL \u6307\u5411\u672c\u5730\u670d\u52a1\u5668<\/span>
        \nopenclaw honcho setup
        \n# \u8f93\u5165\u7a7a\u7684 API Key，Base URL \u8bbe\u4e3a http:\/\/localhost:8000<\/span><\/p>\n

        \u5982\u679cgithub\u6bd4\u8f83\u6162，\u53ef\u4ee5\u4f7f\u7528\u955c\u50cf\u7f51\u7ad9：<\/p>\n

        git<\/span> clone https:\/\/gitclone.com\/github.com\/plastic-labs\/honcho.git<\/p>\n

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

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

        \u26a0\ufe0f \u6ce8\u610f：\u81ea\u6258\u7ba1\u5b9e\u4f8b\u4e0d\u9700\u8981 API Key\u3002\u5c06 baseUrl \u6307\u5411\u672c\u5730\u670d\u52a1\u5668\u5730\u5740（\u5982 http:\/\/localhost:8000），\u5e76\u7701\u7565 apiKey \u5b57\u6bb5\u3002<\/p>\n

        \n

        OpenClaw \u96c6\u6210：<\/h3>\n

        \u63d2\u4ef6\u5b89\u88c5\u540e，\u8bb0\u5fc6\u80fd\u529b\u4f1a\u81ea\u52a8\u751f\u6548，\u65e0\u9700\u624b\u52a8\u5e72\u9884\u3002\u5b83\u901a\u8fc7\u4e09\u4e2a\u673a\u5236\u534f\u540c\u5de5\u4f5c：<\/p>\n

        #mermaid-svg-qgvjOwjSEuQa5Wpi{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes dash{to{stroke-dashoffset:0;}}#mermaid-svg-qgvjOwjSEuQa5Wpi .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-qgvjOwjSEuQa5Wpi .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-qgvjOwjSEuQa5Wpi .error-icon{fill:#552222;}#mermaid-svg-qgvjOwjSEuQa5Wpi .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-qgvjOwjSEuQa5Wpi .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-qgvjOwjSEuQa5Wpi .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-qgvjOwjSEuQa5Wpi .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-qgvjOwjSEuQa5Wpi .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-qgvjOwjSEuQa5Wpi .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-qgvjOwjSEuQa5Wpi .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-qgvjOwjSEuQa5Wpi .marker{fill:#333333;stroke:#333333;}#mermaid-svg-qgvjOwjSEuQa5Wpi .marker.cross{stroke:#333333;}#mermaid-svg-qgvjOwjSEuQa5Wpi svg{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-qgvjOwjSEuQa5Wpi p{margin:0;}#mermaid-svg-qgvjOwjSEuQa5Wpi .label{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;color:#333;}#mermaid-svg-qgvjOwjSEuQa5Wpi .cluster-label text{fill:#333;}#mermaid-svg-qgvjOwjSEuQa5Wpi .cluster-label span{color:#333;}#mermaid-svg-qgvjOwjSEuQa5Wpi .cluster-label span p{background-color:transparent;}#mermaid-svg-qgvjOwjSEuQa5Wpi .label text,#mermaid-svg-qgvjOwjSEuQa5Wpi span{fill:#333;color:#333;}#mermaid-svg-qgvjOwjSEuQa5Wpi .node rect,#mermaid-svg-qgvjOwjSEuQa5Wpi .node circle,#mermaid-svg-qgvjOwjSEuQa5Wpi .node ellipse,#mermaid-svg-qgvjOwjSEuQa5Wpi .node polygon,#mermaid-svg-qgvjOwjSEuQa5Wpi .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-qgvjOwjSEuQa5Wpi .rough-node .label text,#mermaid-svg-qgvjOwjSEuQa5Wpi .node .label text,#mermaid-svg-qgvjOwjSEuQa5Wpi .image-shape .label,#mermaid-svg-qgvjOwjSEuQa5Wpi .icon-shape .label{text-anchor:middle;}#mermaid-svg-qgvjOwjSEuQa5Wpi .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-qgvjOwjSEuQa5Wpi .rough-node .label,#mermaid-svg-qgvjOwjSEuQa5Wpi .node .label,#mermaid-svg-qgvjOwjSEuQa5Wpi .image-shape .label,#mermaid-svg-qgvjOwjSEuQa5Wpi .icon-shape .label{text-align:center;}#mermaid-svg-qgvjOwjSEuQa5Wpi .node.clickable{cursor:pointer;}#mermaid-svg-qgvjOwjSEuQa5Wpi .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-qgvjOwjSEuQa5Wpi .arrowheadPath{fill:#333333;}#mermaid-svg-qgvjOwjSEuQa5Wpi .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-qgvjOwjSEuQa5Wpi .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-qgvjOwjSEuQa5Wpi .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-qgvjOwjSEuQa5Wpi .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-qgvjOwjSEuQa5Wpi .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-qgvjOwjSEuQa5Wpi .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-qgvjOwjSEuQa5Wpi .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-qgvjOwjSEuQa5Wpi .cluster text{fill:#333;}#mermaid-svg-qgvjOwjSEuQa5Wpi .cluster span{color:#333;}#mermaid-svg-qgvjOwjSEuQa5Wpi div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-qgvjOwjSEuQa5Wpi .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-qgvjOwjSEuQa5Wpi rect.text{fill:none;stroke-width:0;}#mermaid-svg-qgvjOwjSEuQa5Wpi .icon-shape,#mermaid-svg-qgvjOwjSEuQa5Wpi .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-qgvjOwjSEuQa5Wpi .icon-shape p,#mermaid-svg-qgvjOwjSEuQa5Wpi .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-qgvjOwjSEuQa5Wpi .icon-shape .label rect,#mermaid-svg-qgvjOwjSEuQa5Wpi .image-shape .label rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-qgvjOwjSEuQa5Wpi .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-qgvjOwjSEuQa5Wpi .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-qgvjOwjSEuQa5Wpi :root{–mermaid-font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}<\/p>\n

        <\/p>\n

        💾 \u5b58\u50a8<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        🧠 Honcho \u8bb0\u5fc6\u7cfb\u7edf<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        🤖 OpenClaw \u667a\u80fd\u4f53<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        👤 \u7528\u6237\u4ea4\u4e92<\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        \u7528\u6237\u53d1\u9001\u6d88\u606f<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        AI \u5904\u7406<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        \u751f\u6210\u56de\u590d<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        \u6d88\u606f\u89c2\u5bdf\u5668\u6301\u4e45\u5316\u6bcf\u8f6e\u5bf9\u8bdd<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        \u4e0a\u4e0b\u6587\u6ce8\u5165\u5668before_prompt_build \u94a9\u5b50<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        AI \u5de5\u5177\u96c6\u6570\u636e\u68c0\u7d22 + \u95ee\u7b54<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        \u7528\u6237 Peer\u504f\u597d\u00b7\u4e8b\u5b9e\u00b7\u98ce\u683c<\/p>\n

        <\/span><\/p>\n

        <\/p>\n

        \u667a\u80fd\u4f53 Peer\u4e2a\u6027\u00b7\u4e60\u5f97\u884c\u4e3a<\/p>\n

        <\/span><\/p>\n

        \u53cc Peer \u6a21\u578b<\/h4>\n

        Honcho \u4e3a\u6bcf\u6b21\u5bf9\u8bdd\u7ef4\u62a4 \u4e24\u5957\u72ec\u7acb\u8868\u793a：<\/p>\n

          \n
        • \u7528\u6237 Peer：\u5b58\u50a8\u7528\u6237\u7684\u504f\u597d\u3001\u4e8b\u5b9e\u3001\u6c9f\u901a\u98ce\u683c<\/li>\n
        • \u667a\u80fd\u4f53 Peer：\u5b58\u50a8\u667a\u80fd\u4f53\u7684\u4e2a\u6027\u3001\u4e60\u5f97\u884c\u4e3a<\/li>\n<\/ul>\n

          \u6bcf\u4e2a OpenClaw \u667a\u80fd\u4f53\u62e5\u6709\u81ea\u5df1\u7684 Honcho Peer（agent-{id}），\u591a\u667a\u80fd\u4f53\u5de5\u4f5c\u533a\u4e2d\u5404\u667a\u80fd\u4f53\u7684\u8bb0\u5fc6\u4fdd\u6301\u9694\u79bb，\u4e92\u4e0d\u5e72\u6270\u3002<\/p>\n

          \n

          \u591a\u667a\u80fd\u4f53\u611f\u77e5<\/h4>\n

          OpenClaw \u652f\u6301\u4e3b\u667a\u80fd\u4f53\u751f\u6210\u5b50\u667a\u80fd\u4f53\u5904\u7406\u4e13\u95e8\u4efb\u52a1\u3002Honcho \u63d2\u4ef6\u5b8c\u5168\u611f\u77e5\u8fd9\u4e00\u5c42\u6b21\u7ed3\u6784：<\/p>\n

          #mermaid-svg-Awi0wEoaBJFVYw0X{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes dash{to{stroke-dashoffset:0;}}#mermaid-svg-Awi0wEoaBJFVYw0X .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-Awi0wEoaBJFVYw0X .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-Awi0wEoaBJFVYw0X .error-icon{fill:#552222;}#mermaid-svg-Awi0wEoaBJFVYw0X .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-Awi0wEoaBJFVYw0X .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-Awi0wEoaBJFVYw0X .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-Awi0wEoaBJFVYw0X .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-Awi0wEoaBJFVYw0X .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-Awi0wEoaBJFVYw0X .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-Awi0wEoaBJFVYw0X .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-Awi0wEoaBJFVYw0X .marker{fill:#333333;stroke:#333333;}#mermaid-svg-Awi0wEoaBJFVYw0X .marker.cross{stroke:#333333;}#mermaid-svg-Awi0wEoaBJFVYw0X svg{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-Awi0wEoaBJFVYw0X p{margin:0;}#mermaid-svg-Awi0wEoaBJFVYw0X .label{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;color:#333;}#mermaid-svg-Awi0wEoaBJFVYw0X .cluster-label text{fill:#333;}#mermaid-svg-Awi0wEoaBJFVYw0X .cluster-label span{color:#333;}#mermaid-svg-Awi0wEoaBJFVYw0X .cluster-label span p{background-color:transparent;}#mermaid-svg-Awi0wEoaBJFVYw0X .label text,#mermaid-svg-Awi0wEoaBJFVYw0X span{fill:#333;color:#333;}#mermaid-svg-Awi0wEoaBJFVYw0X .node rect,#mermaid-svg-Awi0wEoaBJFVYw0X .node circle,#mermaid-svg-Awi0wEoaBJFVYw0X .node ellipse,#mermaid-svg-Awi0wEoaBJFVYw0X .node polygon,#mermaid-svg-Awi0wEoaBJFVYw0X .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-Awi0wEoaBJFVYw0X .rough-node .label text,#mermaid-svg-Awi0wEoaBJFVYw0X .node .label text,#mermaid-svg-Awi0wEoaBJFVYw0X .image-shape .label,#mermaid-svg-Awi0wEoaBJFVYw0X .icon-shape .label{text-anchor:middle;}#mermaid-svg-Awi0wEoaBJFVYw0X .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-Awi0wEoaBJFVYw0X .rough-node .label,#mermaid-svg-Awi0wEoaBJFVYw0X .node .label,#mermaid-svg-Awi0wEoaBJFVYw0X .image-shape .label,#mermaid-svg-Awi0wEoaBJFVYw0X .icon-shape .label{text-align:center;}#mermaid-svg-Awi0wEoaBJFVYw0X .node.clickable{cursor:pointer;}#mermaid-svg-Awi0wEoaBJFVYw0X .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-Awi0wEoaBJFVYw0X .arrowheadPath{fill:#333333;}#mermaid-svg-Awi0wEoaBJFVYw0X .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-Awi0wEoaBJFVYw0X .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-Awi0wEoaBJFVYw0X .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-Awi0wEoaBJFVYw0X .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-Awi0wEoaBJFVYw0X .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-Awi0wEoaBJFVYw0X .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-Awi0wEoaBJFVYw0X .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-Awi0wEoaBJFVYw0X .cluster text{fill:#333;}#mermaid-svg-Awi0wEoaBJFVYw0X .cluster span{color:#333;}#mermaid-svg-Awi0wEoaBJFVYw0X div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-Awi0wEoaBJFVYw0X .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-Awi0wEoaBJFVYw0X rect.text{fill:none;stroke-width:0;}#mermaid-svg-Awi0wEoaBJFVYw0X .icon-shape,#mermaid-svg-Awi0wEoaBJFVYw0X .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-Awi0wEoaBJFVYw0X .icon-shape p,#mermaid-svg-Awi0wEoaBJFVYw0X .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-Awi0wEoaBJFVYw0X .icon-shape .label rect,#mermaid-svg-Awi0wEoaBJFVYw0X .image-shape .label rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-Awi0wEoaBJFVYw0X .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-Awi0wEoaBJFVYw0X .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-Awi0wEoaBJFVYw0X :root{–mermaid-font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}<\/p>\n

          <\/p>\n

          spawn<\/p>\n

          <\/span><\/p>\n

          <\/p>\n

          spawn<\/p>\n

          <\/span><\/p>\n

          <\/p>\n

          observeMe: falseobserveOthers: true<\/p>\n

          <\/span><\/p>\n

          <\/p>\n

          observeMe: falseobserveOthers: true<\/p>\n

          <\/span><\/p>\n

          <\/p>\n

          \u5b50\u4f1a\u8bdd Session B<\/p>\n

          <\/span><\/p>\n

          <\/p>\n

          \u5b50\u667a\u80fd\u4f53\u6d88\u606f<\/p>\n

          <\/span><\/p>\n

          <\/p>\n

          \u5b50\u4f1a\u8bdd Session A<\/p>\n

          <\/span><\/p>\n

          <\/p>\n

          \u5b50\u667a\u80fd\u4f53\u6d88\u606f<\/p>\n

          <\/span><\/p>\n

          <\/p>\n

          \u7236\u4f1a\u8bdd Session P<\/p>\n

          <\/span><\/p>\n

          <\/p>\n

          \u7236\u667a\u80fd\u4f53\u6d88\u606f<\/p>\n

          <\/span><\/p>\n

          <\/p>\n

          \u7236\u667a\u80fd\u4f53 Peeragent-parent-001<\/p>\n

          <\/span><\/p>\n

          <\/p>\n

          \u5b50\u667a\u80fd\u4f53 Peeragent-child-001<\/p>\n

          <\/span><\/p>\n

          <\/p>\n

          \u5b50\u667a\u80fd\u4f53 Peeragent-child-002<\/p>\n

          <\/span><\/p>\n

            \n
          • \u81ea\u52a8\u68c0\u6d4b：\u5f53 OpenClaw \u751f\u6210\u5b50\u667a\u80fd\u4f53\u65f6，\u63d2\u4ef6\u901a\u8fc7 subagent_spawned \u94a9\u5b50\u8ddf\u8e2a\u7236\u5b50\u5173\u7cfb<\/li>\n
          • \u7236\u4f5c\u4e3a\u89c2\u5bdf\u8005：\u7236\u667a\u80fd\u4f53\u88ab\u6dfb\u52a0\u4e3a\u5b50\u667a\u80fd\u4f53 Honcho \u4f1a\u8bdd\u4e2d\u7684\u9759\u9ed8\u89c2\u5bdf\u8005（observeMe: false, observeOthers: true）<\/li>\n
          • \u5b8c\u6574\u53ef\u89c1\u6027：\u7236\u667a\u80fd\u4f53\u53ef\u4ee5\u770b\u5230\u5b50\u667a\u80fd\u4f53\u7684\u884c\u4e3a，\u4f46\u5176\u81ea\u8eab\u6d88\u606f\u4e0d\u4f1a\u88ab\u9519\u8bef\u5f52\u5165\u5b50\u4f1a\u8bdd<\/li>\n<\/ul>\n
            \n

            AI \u5de5\u5177\u96c6<\/h4>\n

            Honcho \u4e3a\u667a\u80fd\u4f53\u6ce8\u518c\u4e86\u4e24\u7c7b\u5de5\u5177，\u53ef\u5728\u5bf9\u8bdd\u671f\u95f4\u6309\u9700\u8c03\u7528：<\/p>\n

            📊 \u6570\u636e\u68c0\u7d22（\u5feb\u901f，\u65e0\u9700 LLM \u8c03\u7528）<\/h5>\n\n\u5de5\u5177\u4f5c\u7528<\/tr>\n\n\n\n\n\n
            honcho_context<\/td>\n\u8de8\u4f1a\u8bdd\u7684\u5b8c\u6574\u7528\u6237\u8868\u793a\u3002detail='card' \u83b7\u53d6\u5173\u952e\u4e8b\u5b9e，'full' \u83b7\u53d6\u5e7f\u6cdb\u8868\u793a<\/td>\n<\/tr>\n
            honcho_search_conclusions<\/td>\n\u5bf9\u5df2\u5b58\u50a8\u7ed3\u8bba\u8fdb\u884c\u8bed\u4e49\u5411\u91cf\u641c\u7d22，\u6309\u76f8\u5173\u6027\u6392\u5e8f<\/td>\n<\/tr>\n
            honcho_search_messages<\/td>\n\u8de8\u4f1a\u8bdd\u67e5\u627e\u6d88\u606f，\u652f\u6301\u6309\u53d1\u9001\u8005\u3001\u65e5\u671f\u6216\u5143\u6570\u636e\u8fc7\u6ee4<\/td>\n<\/tr>\n
            honcho_session<\/td>\n\u5f53\u524d\u4f1a\u8bdd\u5386\u53f2\u548c\u6458\u8981，\u652f\u6301\u4f1a\u8bdd\u5185\u8bed\u4e49\u641c\u7d22<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
            💬 \u95ee\u7b54（\u7531 LLM \u9a71\u52a8）<\/h5>\n\n\u5de5\u5177\u4f5c\u7528<\/tr>\n\n\n
            honcho_ask<\/td>\n\u5411 Honcho \u8be2\u95ee\u6709\u5173\u7528\u6237\u7684\u95ee\u9898\u3002depth='quick' \u7528\u4e8e\u4e8b\u5b9e\u67e5\u8be2，'thorough' \u7528\u4e8e\u7efc\u5408\u5206\u6790<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

            🎯 \u5de5\u5177\u9009\u62e9\u539f\u5219：\u7b80\u5355\u4e8b\u5b9e\u67e5\u8be2\u7528\u68c0\u7d22\u5de5\u5177，\u5f00\u653e\u6027\u95ee\u9898\u7528 honcho_ask\u3002<\/p>\n

            \n

            CLI \u547d\u4ee4<\/h4>\n

            OpenClaw \u63d0\u4f9b\u4e86\u4ee5\u4e0b Honcho \u547d\u4ee4\u884c\u5de5\u5177：<\/p>\n\n\u547d\u4ee4\u8bf4\u660e<\/tr>\n\n\n\n\n\n
            openclaw honcho setup<\/td>\n\u914d\u7f6e API \u5bc6\u94a5\u5e76\u8fc1\u79fb\u73b0\u6709\u8bb0\u5fc6\u6587\u4ef6<\/td>\n<\/tr>\n
            openclaw honcho status<\/td>\n\u68c0\u67e5 Honcho \u670d\u52a1\u8fde\u63a5\u72b6\u6001<\/td>\n<\/tr>\n
            openclaw honcho ask "\u95ee\u9898"<\/td>\n\u5411 Honcho \u8be2\u95ee\u6709\u5173\u7528\u6237\u7684\u4fe1\u606f<\/td>\n<\/tr>\n
            openclaw honcho search "\u67e5\u8be2" -k 10 -d 0.8<\/td>\n\u5bf9\u8bb0\u5fc6\u8fdb\u884c\u8bed\u4e49\u641c\u7d22（-k \u6307\u5b9a TopK，-d \u6307\u5b9a\u6700\u5927\u8bed\u4e49\u8ddd\u79bb）<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
            \n

            \u8fc1\u79fb\u73b0\u6709\u8bb0\u5fc6<\/h3>\n

            \u5982\u679c\u4f60\u5df2\u7ecf\u5728\u4f7f\u7528 OpenClaw \u7684\u5de5\u4f5c\u533a\u8bb0\u5fc6\u6587\u4ef6（USER.md\u3001MEMORY.md\u3001IDENTITY.md\u3001memory\/\u3001canvas\/ \u7b49），openclaw honcho setup \u4f1a\u68c0\u6d4b\u5e76\u63d0\u4f9b\u975e\u7834\u574f\u6027\u8fc1\u79fb\u3002<\/p>\n

            \u8fc1\u79fb\u6620\u5c04<\/h4>\n\n\u7c7b\u522b\u6587\u4ef6\u4e0a\u4f20\u76ee\u6807<\/tr>\n\n\n\n
            \u7528\u6237\/\u6240\u6709\u8005\u6587\u4ef6<\/td>\nUSER.md\u3001IDENTITY.md\u3001MEMORY.md\u3001memory\/\u3001canvas\/<\/td>\nOwner Peer<\/td>\n<\/tr>\n
            \u667a\u80fd\u4f53\/\u81ea\u8eab\u6587\u4ef6<\/td>\nSOUL.md\u3001AGENTS.md\u3001TOOLS.md\u3001BOOTSTRAP.md<\/td>\nOpenClaw Peer<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

            \u2705 \u975e\u7834\u574f\u6027\u4fdd\u8bc1：\u6587\u4ef6\u4f1a\u88ab\u4e0a\u4f20\u5230 Honcho，\u4f46\u539f\u59cb\u6587\u4ef6\u6c38\u8fdc\u4e0d\u4f1a\u88ab\u5220\u9664\u6216\u79fb\u52a8\u3002\u5e73\u53f0\u5143\u6570\u636e（\u5bf9\u8bdd\u4fe1\u606f\u3001\u53d1\u9001\u8005\u5934\u4fe1\u606f\u7b49）\u5728\u4fdd\u5b58\u524d\u4f1a\u88ab\u5265\u79bb，\u53ea\u4fdd\u7559\u6709\u610f\u4e49\u7684\u6b63\u6587\u5185\u5bb9\u3002<\/p>\n

            \n

            SDK \u7f16\u7a0b\u4f7f\u7528<\/h3>\n

            \u5982\u679c\u4f60\u5728\u6784\u5efa\u81ea\u5b9a\u4e49 AI \u5e94\u7528，Honcho SDK \u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u7f16\u7a0b\u63a5\u53e3\u3002\u4ee5\u4e0b\u662f\u6838\u5fc3\u6d41\u7a0b：<\/p>\n

            #mermaid-svg-XLlWgbbYeDlOTxrc{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes dash{to{stroke-dashoffset:0;}}#mermaid-svg-XLlWgbbYeDlOTxrc .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-XLlWgbbYeDlOTxrc .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-XLlWgbbYeDlOTxrc .error-icon{fill:#552222;}#mermaid-svg-XLlWgbbYeDlOTxrc .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-XLlWgbbYeDlOTxrc .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-XLlWgbbYeDlOTxrc .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-XLlWgbbYeDlOTxrc .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-XLlWgbbYeDlOTxrc .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-XLlWgbbYeDlOTxrc .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-XLlWgbbYeDlOTxrc .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-XLlWgbbYeDlOTxrc .marker{fill:#333333;stroke:#333333;}#mermaid-svg-XLlWgbbYeDlOTxrc .marker.cross{stroke:#333333;}#mermaid-svg-XLlWgbbYeDlOTxrc svg{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-XLlWgbbYeDlOTxrc p{margin:0;}#mermaid-svg-XLlWgbbYeDlOTxrc .label{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;color:#333;}#mermaid-svg-XLlWgbbYeDlOTxrc .cluster-label text{fill:#333;}#mermaid-svg-XLlWgbbYeDlOTxrc .cluster-label span{color:#333;}#mermaid-svg-XLlWgbbYeDlOTxrc .cluster-label span p{background-color:transparent;}#mermaid-svg-XLlWgbbYeDlOTxrc .label text,#mermaid-svg-XLlWgbbYeDlOTxrc span{fill:#333;color:#333;}#mermaid-svg-XLlWgbbYeDlOTxrc .node rect,#mermaid-svg-XLlWgbbYeDlOTxrc .node circle,#mermaid-svg-XLlWgbbYeDlOTxrc .node ellipse,#mermaid-svg-XLlWgbbYeDlOTxrc .node polygon,#mermaid-svg-XLlWgbbYeDlOTxrc .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-XLlWgbbYeDlOTxrc .rough-node .label text,#mermaid-svg-XLlWgbbYeDlOTxrc .node .label text,#mermaid-svg-XLlWgbbYeDlOTxrc .image-shape .label,#mermaid-svg-XLlWgbbYeDlOTxrc .icon-shape .label{text-anchor:middle;}#mermaid-svg-XLlWgbbYeDlOTxrc .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-XLlWgbbYeDlOTxrc .rough-node .label,#mermaid-svg-XLlWgbbYeDlOTxrc .node .label,#mermaid-svg-XLlWgbbYeDlOTxrc .image-shape .label,#mermaid-svg-XLlWgbbYeDlOTxrc .icon-shape .label{text-align:center;}#mermaid-svg-XLlWgbbYeDlOTxrc .node.clickable{cursor:pointer;}#mermaid-svg-XLlWgbbYeDlOTxrc .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-XLlWgbbYeDlOTxrc .arrowheadPath{fill:#333333;}#mermaid-svg-XLlWgbbYeDlOTxrc .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-XLlWgbbYeDlOTxrc .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-XLlWgbbYeDlOTxrc .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-XLlWgbbYeDlOTxrc .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-XLlWgbbYeDlOTxrc .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-XLlWgbbYeDlOTxrc .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-XLlWgbbYeDlOTxrc .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-XLlWgbbYeDlOTxrc .cluster text{fill:#333;}#mermaid-svg-XLlWgbbYeDlOTxrc .cluster span{color:#333;}#mermaid-svg-XLlWgbbYeDlOTxrc div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-XLlWgbbYeDlOTxrc .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-XLlWgbbYeDlOTxrc rect.text{fill:none;stroke-width:0;}#mermaid-svg-XLlWgbbYeDlOTxrc .icon-shape,#mermaid-svg-XLlWgbbYeDlOTxrc .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-XLlWgbbYeDlOTxrc .icon-shape p,#mermaid-svg-XLlWgbbYeDlOTxrc .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-XLlWgbbYeDlOTxrc .icon-shape .label rect,#mermaid-svg-XLlWgbbYeDlOTxrc .image-shape .label rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-XLlWgbbYeDlOTxrc .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-XLlWgbbYeDlOTxrc .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-XLlWgbbYeDlOTxrc :root{–mermaid-font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}<\/p>\n

            <\/span><\/p>\n

            <\/span><\/p>\n

            <\/span><\/p>\n

            <\/p>\n

            🔹 4. \u67e5\u8be2\u63a8\u7406<\/p>\n

            <\/span><\/p>\n

            <\/span><\/p>\n

            <\/p>\n

            user.chat<\/b>('\u5173\u4e8e\u8fd9\u4f4d\u7528\u6237\u6211\u9700\u8981\u77e5\u9053\u4ec0\u4e48？')<\/p>\n

            <\/span><\/p>\n

            <\/p>\n

            📤 \u83b7\u5f97\u7efc\u5408\u6d1e\u5bdf<\/b><\/p>\n

            <\/span><\/p>\n

            <\/p>\n

            🔹 3. \u4f1a\u8bdd\u4e0e\u6d88\u606f<\/p>\n

            <\/span><\/p>\n

            <\/span><\/p>\n

            <\/span><\/p>\n

            <\/p>\n

            \u521b\u5efa Session<\/b>session = honcho.session('id')<\/p>\n

            <\/span><\/p>\n

            <\/p>\n

            session.add_peers([user, assistant])<\/p>\n

            <\/span><\/p>\n

            <\/p>\n

            session.add_messages(messages)<\/p>\n

            <\/span><\/p>\n

            <\/p>\n

            🔹 2. \u521b\u5efa Peer<\/p>\n

            <\/span><\/p>\n

            <\/p>\n

            user<\/b> = honcho.peer('user')<\/p>\n

            <\/span><\/p>\n

            <\/p>\n

            assistant<\/b> = honcho.peer('assistant')<\/p>\n

            <\/span><\/p>\n

            <\/p>\n

            🔹 1. \u521d\u59cb\u5316<\/p>\n

            <\/span><\/p>\n

            <\/p>\n

            \u521b\u5efa Honcho \u5ba2\u6237\u7aef<\/b>\u4f20\u5165 workspace_id + api_key<\/p>\n

            <\/span><\/p>\n

            \u5feb\u901f\u5f00\u59cb<\/h4>\n

            from<\/span> honcho import<\/span> Honcho<\/p>\n

            # 1\ufe0f\u20e3 \u521d\u59cb\u5316\u5ba2\u6237\u7aef<\/span>
            \nhoncho =<\/span> Honcho(<\/span>
            \n workspace_id=<\/span>"my-workspace"<\/span>,<\/span>
            \n api_key=<\/span>"your-api-key"<\/span>
            \n)<\/span><\/p>\n

            # 2\ufe0f\u20e3 \u521b\u5efa Peer（\u4e3a\u6bcf\u4e2a\u53c2\u4e0e\u8005\u521b\u5efa）<\/span>
            \nuser =<\/span> honcho.<\/span>peer(<\/span>"user-123"<\/span>)<\/span>
            \nassistant =<\/span> honcho.<\/span>peer(<\/span>"assistant-001"<\/span>)<\/span><\/p>\n

            # 3\ufe0f\u20e3 \u521b\u5efa\u4f1a\u8bdd\u5e76\u6dfb\u52a0\u6d88\u606f<\/span>
            \nsession =<\/span> honcho.<\/span>session(<\/span>"conversation-001"<\/span>)<\/span>
            \nsession.<\/span>add_peers(<\/span>[<\/span>user,<\/span> assistant]<\/span>)<\/span><\/p>\n

            messages =<\/span> [<\/span>
            \n user.<\/span>message(<\/span>"\u6211\u767b\u5f55\u8d26\u6237\u65f6\u9047\u5230\u4e86\u95ee\u9898"<\/span>)<\/span>,<\/span>
            \n assistant.<\/span>message(<\/span>"\u6211\u53ef\u4ee5\u5e2e\u4f60\u3002\u4f60\u770b\u5230\u4e86\u4ec0\u4e48\u9519\u8bef\u4fe1\u606f？"<\/span>)<\/span>,<\/span>
            \n user.<\/span>message(<\/span>"\u5b83\u8bf4'\u51ed\u636e\u65e0\u6548'，\u4f46\u6211\u786e\u5b9a\u5bc6\u7801\u662f\u5bf9\u7684"<\/span>)<\/span>
            \n]<\/span>
            \nsession.<\/span>add_messages(<\/span>messages)<\/span><\/p>\n

            # 4\ufe0f\u20e3 \u67e5\u8be2\u63a8\u7406\u7ed3\u679c<\/span>
            \nresponse =<\/span> user.<\/span>chat(<\/span>"\u5173\u4e8e\u8fd9\u4e2a\u7528\u6237，\u6211\u9700\u8981\u77e5\u9053\u4ec0\u4e48？\u7b80\u8981\u6982\u62ec"<\/span>)<\/span>
            \nprint<\/span>(<\/span>response)<\/span><\/p>\n

            \u23f1\ufe0f \u5904\u7406\u5ef6\u8fdf：Honcho \u9700\u8981\u5c11\u91cf\u65f6\u95f4\u5904\u7406\u6d88\u606f\u3002\u53ef\u4ee5\u901a\u8fc7 honcho.status() \u65b9\u6cd5\u68c0\u67e5\u961f\u5217\u72b6\u6001\u3002<\/p>\n

            \u83b7\u53d6\u4e0a\u4e0b\u6587<\/h4>\n

            context() \u65b9\u6cd5\u662f\u4ece\u4f1a\u8bdd\u4e2d\u68c0\u7d22\u683c\u5f0f\u5316\u4e0a\u4e0b\u6587\u7684\u4e3b\u8981\u63a5\u53e3，\u53ef\u76f4\u63a5\u7528\u4e8e LLM \u96c6\u6210：<\/p>\n

            # \u57fa\u7840\u7528\u6cd5<\/span>
            \ncontext =<\/span> session.<\/span>context(<\/span>)<\/span><\/p>\n

            # \u9650\u5236 token \u6570\u91cf<\/span>
            \ncontext =<\/span> session.<\/span>context(<\/span>tokens=<\/span>1500<\/span>)<\/span><\/p>\n

            # \u5305\u542b\u7528\u6237\u8868\u793a，\u5e76\u8fdb\u884c\u8bed\u4e49\u641c\u7d22<\/span>
            \ncontext =<\/span> session.<\/span>context(<\/span>
            \n tokens=<\/span>2000<\/span>,<\/span>
            \n peer_target=<\/span>"user-123"<\/span>,<\/span> # \u5305\u542b\u8be5\u7528\u6237\u7684\u8868\u793a<\/span>
            \n search_query=<\/span>"\u7528\u6237\u7684\u7f16\u7a0b\u504f\u597d"<\/span>,<\/span> # \u8bed\u4e49\u641c\u7d22<\/span>
            \n search_top_k=<\/span>10<\/span>,<\/span>
            \n include_most_frequent=<\/span>True<\/span>,<\/span>
            \n max_conclusions=<\/span>25<\/span>
            \n)<\/span><\/p>\n

            \u4e0a\u4e0b\u6587\u53c2\u6570\u4e00\u89c8<\/h5>\n\n\u53c2\u6570\u7c7b\u578b\u8bf4\u660e<\/tr>\n\n\n\n\n\n\n\n\n\n\n
            summary<\/td>\nbool<\/td>\n\u662f\u5426\u5305\u542b\u6458\u8981（\u9ed8\u8ba4 true）<\/td>\n<\/tr>\n
            tokens<\/td>\nint<\/td>\n\u4e0a\u4e0b\u6587\u6700\u5927 token \u6570<\/td>\n<\/tr>\n
            peer_target<\/td>\nstr<\/td>\n\u6307\u5b9a\u8981\u5305\u542b\u8868\u793a\u7684 Peer ID<\/td>\n<\/tr>\n
            peer_perspective<\/td>\nstr<\/td>\n\u6307\u5b9a\u89c6\u89d2\u7684 Peer ID（\u9700\u914d\u5408 peer_target）<\/td>\n<\/tr>\n
            search_query<\/td>\nstr<\/td>\n\u8bed\u4e49\u641c\u7d22\u67e5\u8be2（\u9700\u914d\u5408 peer_target）<\/td>\n<\/tr>\n
            search_top_k<\/td>\nint<\/td>\n\u8fd4\u56de\u7ed3\u679c\u6570（1-100）<\/td>\n<\/tr>\n
            search_max_distance<\/td>\nfloat<\/td>\n\u6700\u5927\u8bed\u4e49\u8ddd\u79bb（0.0-1.0）<\/td>\n<\/tr>\n
            include_most_frequent<\/td>\nbool<\/td>\n\u662f\u5426\u5305\u542b\u6700\u9891\u7e41\u7ed3\u8bba<\/td>\n<\/tr>\n
            max_conclusions<\/td>\nint<\/td>\n\u6700\u5927\u7ed3\u8bba\u6570（1-100）<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

            LLM \u96c6\u6210\u793a\u4f8b<\/h4>\n

            SessionContext \u5bf9\u8c61\u63d0\u4f9b\u4e86 to_openai() \u548c to_anthropic() \u65b9\u6cd5，\u53ef\u65e0\u7f1d\u96c6\u6210\u4e3b\u6d41 LLM API：<\/p>\n

            import<\/span> openai
            \nfrom<\/span> honcho import<\/span> Honcho<\/p>\n

            honcho =<\/span> Honcho(<\/span>)<\/span>
            \nopenai_client =<\/span> openai.<\/span>OpenAI(<\/span>)<\/span><\/p>\n

            session =<\/span> honcho.<\/span>session(<\/span>"support-chat"<\/span>)<\/span>
            \nuser =<\/span> honcho.<\/span>peer(<\/span>"user-123"<\/span>)<\/span>
            \nassistant =<\/span> honcho.<\/span>peer(<\/span>"support-bot"<\/span>)<\/span><\/p>\n

            # \u6dfb\u52a0\u5bf9\u8bdd\u5386\u53f2<\/span>
            \nsession.<\/span>add_messages(<\/span>[<\/span>
            \n user.<\/span>message(<\/span>"\u6211\u767b\u5f55\u8d26\u6237\u9047\u5230\u4e86\u95ee\u9898"<\/span>)<\/span>,<\/span>
            \n assistant.<\/span>message(<\/span>"\u6211\u53ef\u4ee5\u5e2e\u4f60\u3002\u4f60\u770b\u5230\u4e86\u4ec0\u4e48\u9519\u8bef\u4fe1\u606f？"<\/span>)<\/span>,<\/span>
            \n user.<\/span>message(<\/span>"\u5b83\u8bf4'\u51ed\u636e\u65e0\u6548'\u4f46\u6211\u786e\u5b9a\u5bc6\u7801\u662f\u5bf9\u7684"<\/span>)<\/span>
            \n]<\/span>)<\/span><\/p>\n

            # \u83b7\u53d6\u4e0a\u4e0b\u6587\u5e76\u8f6c\u6362\u4e3a OpenAI \u683c\u5f0f<\/span>
            \nmessages =<\/span> session.<\/span>context(<\/span>tokens=<\/span>2000<\/span>)<\/span>.<\/span>to_openai(<\/span>assistant=<\/span>assistant)<\/span><\/p>\n

            # \u8ffd\u52a0\u65b0\u7528\u6237\u6d88\u606f<\/span>
            \nmessages.<\/span>append(<\/span>{<\/span>"role"<\/span>:<\/span> "user"<\/span>,<\/span> "content"<\/span>:<\/span> "\u4f60\u80fd\u91cd\u7f6e\u6211\u7684\u5bc6\u7801\u5417？"<\/span>}<\/span>)<\/span><\/p>\n

            # \u8c03\u7528 OpenAI<\/span>
            \nresponse =<\/span> openai_client.<\/span>chat.<\/span>completions.<\/span>create(<\/span>
            \n model=<\/span>"gpt-4"<\/span>,<\/span>
            \n messages=<\/span>messages
            \n)<\/span><\/p>\n

            # \u5c06 AI \u54cd\u5e94\u5199\u56de Honcho<\/span>
            \nai_response =<\/span> response.<\/span>choices[<\/span>0<\/span>]<\/span>.<\/span>message.<\/span>content
            \nsession.<\/span>add_messages(<\/span>[<\/span>assistant.<\/span>message(<\/span>ai_response)<\/span>]<\/span>)<\/span><\/p>\n

            print<\/span>(<\/span>f"\u52a9\u624b\u56de\u590d：<\/span>{<\/span>ai_response}<\/span><\/span>"<\/span><\/span>)<\/span><\/p>\n

            \n

            Honcho vs \u5185\u7f6e\u8bb0\u5fc6 \u2014\u2014 \u5bf9\u6bd4\u4e00\u89c8<\/h3>\n

            OpenClaw \u9ed8\u8ba4\u901a\u8fc7\u5de5\u4f5c\u533a\u4e2d\u7684 Markdown \u6587\u4ef6\u5b9e\u73b0\u8bb0\u5fc6\u3002Honcho \u63d0\u4f9b\u4e86\u57fa\u4e8e\u4e13\u7528\u670d\u52a1\u7684\u66ff\u4ee3\u65b9\u6848，\u4e24\u8005\u53ef\u4ee5\u534f\u540c\u5de5\u4f5c\u800c\u975e\u4e92\u65a5\u3002<\/p>\n\n\u7ef4\u5ea6\u5185\u7f6e \/ QMDHoncho<\/tr>\n\n\n\n\n\n\n\n\n\n
            \u5b58\u50a8\u4ecb\u8d28<\/td>\n\u5de5\u4f5c\u533a Markdown \u6587\u4ef6<\/td>\n\u4e13\u7528\u670d\u52a1（\u672c\u5730\u6216\u6258\u7ba1）<\/td>\n<\/tr>\n
            \u8de8\u4f1a\u8bdd\u8bb0\u5fc6<\/td>\n\u901a\u8fc7\u8bb0\u5fc6\u6587\u4ef6\u624b\u52a8\u7ba1\u7406<\/td>\n\u81ea\u52a8，\u5185\u7f6e<\/td>\n<\/tr>\n
            \u7528\u6237\u5efa\u6a21<\/td>\n\u624b\u52a8\u5199\u5165 MEMORY.md<\/td>\n\u81ea\u52a8\u521b\u5efa\u5e76\u66f4\u65b0\u6863\u6848<\/td>\n<\/tr>\n
            \u641c\u7d22\u65b9\u5f0f<\/td>\n\u5411\u91cf + \u5173\u952e\u8bcd（\u6df7\u5408）<\/td>\n\u57fa\u4e8e\u89c2\u5bdf\u7ed3\u679c\u7684\u8bed\u4e49\u641c\u7d22<\/td>\n<\/tr>\n
            \u591a\u667a\u80fd\u4f53\u611f\u77e5<\/td>\n\u4e0d\u8ddf\u8e2a\u7236\u5b50\u5173\u7cfb<\/td>\n\u539f\u751f\u7236\/\u5b50\u611f\u77e5<\/td>\n<\/tr>\n
            \u63a8\u7406\u80fd\u529b<\/td>\n\u65e0<\/td>\n\u5f62\u5f0f\u903b\u8f91\u63a8\u7406（\u6f14\u7ece\u3001\u5f52\u7eb3\u3001\u6eaf\u56e0）<\/td>\n<\/tr>\n
            \u4f9d\u8d56\u9879<\/td>\n\u65e0（\u5185\u7f6e）\u6216 QMD \u4e8c\u8fdb\u5236<\/td>\n\u5b89\u88c5 Honcho \u63d2\u4ef6<\/td>\n<\/tr>\n
            \u5b66\u4e60\u80fd\u529b<\/td>\n\u9759\u6001<\/td>\n\u6301\u7eed\u5b66\u4e60，\u968f\u65f6\u95f4\u6f14\u8fdb<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
            \n

            \u9ad8\u7ea7\u7528\u6cd5：\u4e0e QMD \u534f\u540c\u5de5\u4f5c<\/h3>\n

            Honcho \u63d2\u4ef6\u5728\u914d\u7f6e\u4e86 QMD \u8bb0\u5fc6\u540e\u7aef\u65f6，\u4f1a\u81ea\u52a8\u66b4\u9732 memory_search \u548c memory_get \u5de5\u5177，\u5b9e\u73b0 Honcho \u63a8\u7406\u8bb0\u5fc6 + QMD \u672c\u5730\u6587\u4ef6\u68c0\u7d22 \u7684\u53cc\u91cd\u80fd\u529b\u3002<\/p>\n

            \/\/ ~\/.openclaw\/openclaw.json
            \n{
            \n "memory": {
            \n "backend": "qmd" \/\/ \u542f\u7528 QMD \u540e\u7aef
            \n }
            \n}<\/p>\n

            \u914d\u7f6e\u5b8c\u6210\u540e，\u4f60\u5c06\u540c\u65f6\u62e5\u6709：<\/p>\n\n\u5de5\u5177\u6765\u6e90\u8bf4\u660e<\/tr>\n\n\n\n\n
            honcho_*<\/td>\nHoncho<\/td>\n\u8de8\u4f1a\u8bdd\u8bb0\u5fc6\u3001\u7528\u6237\u5efa\u6a21\u3001\u903b\u8f91\u63a8\u7406<\/td>\n<\/tr>\n
            memory_search<\/td>\nQMD<\/td>\n\u641c\u7d22\u672c\u5730 Markdown \u6587\u4ef6<\/td>\n<\/tr>\n
            memory_get<\/td>\nQMD<\/td>\n\u83b7\u53d6\u7279\u5b9a\u6587\u4ef6\u5185\u5bb9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
            \n

            \u5e38\u89c1\u95ee\u9898\u89e3\u51b3<\/h3>\n

            openclaw honcho setup \u62a5\u9519：<\/p>\n

            [<\/span>openclaw]<\/span> Could not start the CLI.
            \n[<\/span>openclaw]<\/span> Reason: Unknown command: openclaw honcho. No built-in command<\/span> or plugin CLI metadata owns "honcho"<\/span>.<\/span>
            \n[<\/span>openclaw]<\/span> Debug: set<\/span> OPENCLAW_DEBUG<\/span>=<\/span>1<\/span> to include the stack trace.
            \n[<\/span>openclaw]<\/span> Try: openclaw doctor
            \n[<\/span>openclaw]<\/span> Help: openclaw –help<\/span><\/p>\n

            \u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u67e5\u770b：<\/p>\n

            openclaw plugins inspect openclaw-honcho 2<\/span>><\/span>&1<\/span> |<\/span> tail<\/span> -30<\/span><\/p>\n

            \u5982\u4e0b\u56fe\u6240\u793a： \"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \u8be5\u63d2\u4ef6\u5f53\u524d\u5904\u4e8e\u7981\u7528\u72b6\u6001，\u539f\u56e0\u662f\u5185\u5b58\u69fd\u4f4d\u5df2\u88ab\u5185\u7f6e\u7684 memory-core \u5360\u7528\u3002Honcho \u672c\u8eab\u5c5e\u4e8e\u5185\u5b58\u7c7b\u63d2\u4ef6，\u540c\u4e00\u65f6\u95f4\u4ec5\u5141\u8bb8\u4e00\u4e2a\u5185\u5b58\u63d2\u4ef6\u5904\u4e8e\u6fc0\u6d3b\u72b6\u6001\u3002 \u6240\u4ee5\u9700\u8981\u5148\u5173\u95ed（\u7981\u7528）memory-core\u63d2\u4ef6\u3002 \"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

            \u2728 Honcho \u7684\u72ec\u7279\u4e4b\u5904<\/h4>\n

            Honcho \u4e0d\u662f\u53e6\u4e00\u4e2a\u201c\u5bf9\u8bdd\u5386\u53f2\u6570\u636e\u5e93\u201d\u3002\u5b83\u662f\u4e00\u4e2a \u6301\u7eed\u5b66\u4e60\u7684\u63a8\u7406\u7cfb\u7edf，\u80fd\u591f\u4ece\u5bf9\u8bdd\u4e2d\u63d0\u53d6\u6df1\u5c42\u6d1e\u5bdf\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

            🧠 Honcho
            \nHoncho \u662f\u4e00\u4e2a\u5f00\u6e90\u7684 AI \u539f\u751f\u8bb0\u5fc6\u5e93，\u63d0\u4f9b\u6258\u7ba1\u670d\u52a1，\u4e5f\u53ef\u4ee5\u672c\u5730\u90e8\u7f72\u4f7f\u7528，\u8ba9\u667a\u80fd\u4f53\u80fd\u591f：
            \n\u80fd\u529b\u8bf4\u660e🔗 \u8de8\u4f1a\u8bdd\u8bb0\u5fc6\u6bcf\u8f6e\u5bf9\u8bdd\u81ea\u52a8\u6301\u4e45\u5316，\u4e0a\u4e0b\u6587\u53ef\u8de8\u4f1a\u8bdd\u91cd\u7f6e\u3001\u538b\u7f29\u548c\u6e20\u9053\u5207\u6362\u5ef6\u7eed👤 \u7528\u6237\u5efa\u6a21\u81ea\u52a8\u7ef4\u62a4\u7528\u6237\u7684\u504f\u597d\u3001\u4e8b\u5b9e\u3001\u6c9f\u901a\u98ce\u683c\u7b49\u6863\u6848🤖 \u667a\u80fd\u4f53\u5efa\u6a21\u540c\u65f6\u7ef4\u62a4\u667a\u80fd\u4f53\u81ea\u8eab\u7684\u4e2a\u6027\u4e0e\u4e60\u5f97\u884c\u4e3a🔍 \u8bed\u4e49\u641c\u7d22\u641c\u7d22\u8fc7\u53bb\u5bf9\u8bdd\u4e2d\u7684\u89c2\u5bdf<\/p>\n","protected":false},"author":2,"featured_media":95189,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[7462,74,50],"topic":[],"class_list":["post-95197","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-openclaw","tag-agent","tag-50"],"yoast_head":"\n\u3010\u8bb0\u5fc6\u3011openclaw\u4e4bHoncho \u8bb0\u5fc6\u7cfb\u7edf - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/95197.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u3010\u8bb0\u5fc6\u3011openclaw\u4e4bHoncho \u8bb0\u5fc6\u7cfb\u7edf - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"🧠 Honcho Honcho \u662f\u4e00\u4e2a\u5f00\u6e90\u7684 AI \u539f\u751f\u8bb0\u5fc6\u5e93，\u63d0\u4f9b\u6258\u7ba1\u670d\u52a1，\u4e5f\u53ef\u4ee5\u672c\u5730\u90e8\u7f72\u4f7f\u7528，\u8ba9\u667a\u80fd\u4f53\u80fd\u591f： \u80fd\u529b\u8bf4\u660e🔗 \u8de8\u4f1a\u8bdd\u8bb0\u5fc6\u6bcf\u8f6e\u5bf9\u8bdd\u81ea\u52a8\u6301\u4e45\u5316，\u4e0a\u4e0b\u6587\u53ef\u8de8\u4f1a\u8bdd\u91cd\u7f6e\u3001\u538b\u7f29\u548c\u6e20\u9053\u5207\u6362\u5ef6\u7eed👤 \u7528\u6237\u5efa\u6a21\u81ea\u52a8\u7ef4\u62a4\u7528\u6237\u7684\u504f\u597d\u3001\u4e8b\u5b9e\u3001\u6c9f\u901a\u98ce\u683c\u7b49\u6863\u6848🤖 \u667a\u80fd\u4f53\u5efa\u6a21\u540c\u65f6\u7ef4\u62a4\u667a\u80fd\u4f53\u81ea\u8eab\u7684\u4e2a\u6027\u4e0e\u4e60\u5f97\u884c\u4e3a🔍 \u8bed\u4e49\u641c\u7d22\u641c\u7d22\u8fc7\u53bb\u5bf9\u8bdd\u4e2d\u7684\u89c2\u5bdf\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/95197.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-16T05:57:24+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260816055717-6a81513d9c2a9.png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"16 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/95197.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/95197.html\",\"name\":\"\u3010\u8bb0\u5fc6\u3011openclaw\u4e4bHoncho \u8bb0\u5fc6\u7cfb\u7edf - 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