{"id":106016,"date":"2026-09-16T13:51:35","date_gmt":"2026-09-16T05:51:35","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/106016.html"},"modified":"2026-09-16T13:51:35","modified_gmt":"2026-09-16T05:51:35","slug":"workbuddy%e8%b6%8a%e7%94%a8%e8%b6%8a%e5%8d%a0-c-%e7%9b%98%ef%bc%9f%e6%8b%86%e8%a7%a3%e5%86%85%e5%ad%98%e6%9e%84%e9%80%a0%e3%80%81%e6%b8%85%e7%90%86%e7%ad%96%e7%95%a5%e4%b8%8e%e5%88%a0%e5%89%8d","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/106016.html","title":{"rendered":"Workbuddy\u8d8a\u7528\u8d8a\u5360 C \u76d8\uff1f\u62c6\u89e3\u5185\u5b58\u6784\u9020\u3001\u6e05\u7406\u7b56\u7565\u4e0e\u5220\u524d\u5fc5\u505a"},"content":{"rendered":"

\u4f60\u6709\u6ca1\u6709\u53d1\u73b0：\u88c5\u4e86 AI \u7f16\u7801\u52a9\u624b\u4e4b\u540e，C \u76d8\u50cf\u88ab\u6084\u6084\u5438\u8d70\u4e86\u4e00\u5757？\u67d0\u5929\u4e00\u67e5，C:\\\\ProgramData\\\\WorkBuddy \u52a0\u7528\u6237\u7ea7 .workbuddy \u5c45\u7136\u5403\u4e86 10 GB \u4ee5\u4e0a\u3002\u5220\u53c8\u4e0d\u6562\u5220，\u7559\u7740\u53c8\u53d1\u614c\u3002<\/p>\n

\u8fd9\u7bc7\u6587\u7ae0\u4e0d\u704c\u9e21\u6c64，\u76f4\u63a5\u7528\u4e00\u53f0\u5b9e\u6d4b\u673a\u7684\u8131\u654f\u6570\u636e，\u628a AI \u52a9\u624b\u7684"\u5185\u5b58\u5360\u7528\u6784\u9020"\u62c6\u7ed9\u4f60\u770b：\u54ea\u4e9b\u662f\u503c\u5f97\u7559\u7684\u8d44\u4ea7\u4e0e workspace，\u54ea\u4e9b\u662f\u53ef\u4ee5\u968f\u65f6\u95f4\u6e05\u7406\u7684\u8bb0\u5f55；\u518d\u7ed9\u51fa\u4e00\u5957\u53ef\u6267\u884c\u7684 C \u76d8\u4f18\u5316\u6b65\u9aa4，\u4ee5\u53ca\u5220\u9664 traces \/ logs \u4e4b\u524d\u5fc5\u987b\u505a\u7684"\u5148\u7b5b\u540e\u70bc"\u3002\u6700\u540e\u7528 6 \u7bc7 arXiv \u524d\u6cbf\u8bba\u6587，\u7ed9\u8fd9\u4e9b"\u6e05\u7406\u76f4\u89c9"\u627e\u4e2a\u7406\u8bba\u4f9d\u636e\u3002<\/p>\n

\u63d0\u793a： \u672c\u6587\u6240\u6709\u4f53\u79ef\u6570\u5b57\u5747\u6765\u81ea 2026-08 \u5728\u4e00\u53f0 Windows 11 \u5b9e\u6d4b\u673a（\u767e GB \u7ea7\u7cfb\u7edf\u76d8）\u7684\u53ea\u8bfb\u626b\u63cf，\u672a\u5220\u4efb\u4f55\u6587\u4ef6\u3002\u6570\u503c\u5df2\u505a\u8131\u654f，\u7edf\u4e00\u7528"\u8303\u56f4 \/ \u5b9a\u6027"\u63cf\u8ff0；\u4e0d\u540c\u673a\u5668\u7684\u5177\u4f53\u6570\u503c\u4f1a\u6709\u5dee\u5f02，\u4f46\u7ed3\u6784\u6bd4\u4f8b\u4e0e\u5206\u7c7b\u903b\u8f91\u901a\u7528\u3002<\/p>\n

\u4e00\u3001\u667a\u80fd\u4f53\u7684\u5185\u5b58\u5360\u7528\u6784\u9020（\u5b9e\u6d4b\u62c6\u89e3）<\/h3>\n

AI \u52a9\u624b\u7684\u6570\u636e\u5206\u6563\u5728\u4e09\u5904，\u5f88\u591a\u4eba\u53ea\u770b\u5230\u5176\u4e2d\u4e00\u4e2a\u5c31\u4ee5\u4e3a"\u5b83\u5728\u5403\u6211\u7684\u76d8"：<\/p>\n\n\u4f4d\u7f6e\u89d2\u8272\u5b9e\u6d4b\u4f53\u79ef（\u8131\u654f）\u6027\u8d28<\/tr>\n\n\n\n\n\n
ProgramData\\\\WorkBuddy\\\\users\\\\<id>\\\\.workbuddy<\/td>\n\u8fd0\u884c\u65f6 + \u6280\u80fd\u5e93 + \u8bb0\u5fc6<\/td>\n\u7ea6 5\u20136 GB<\/td>\n\u6838\u5fc3\u8d44\u4ea7<\/td>\n<\/tr>\n
ProgramData\\\\WorkBuddy\\\\users\\\\<id>\\\\AppData<\/td>\nagent \u81ea\u5df1\u7684 SDK \u7f13\u5b58<\/td>\n\u7ea6 3 GB<\/td>\n\u6df7\u5408<\/td>\n<\/tr>\n
C:\\\\Users\\\\<\u4f60\u7684\u7528\u6237\u540d>\\\\.workbuddy<\/td>\n\u7528\u6237\u7ea7\u6280\u80fd\/\u8bb0\u5fc6\/\u7b2c\u4e8c\u5957\u8fd0\u884c\u65f6<\/td>\n\u7ea6 5 GB<\/td>\n\u6838\u5fc3\u8d44\u4ea7 + \u8fd0\u884c\u65f6<\/td>\n<\/tr>\n
\u5c0f\u8ba1<\/td>\n\u2014<\/td>\n\u7ea6 13 GB \u7ea7<\/td>\n\u2014<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u628a 13 GB \u7ea7\u518d\u5f80\u4e0b\u4e00\u94bb，\u771f\u76f8\u6d6e\u73b0：<\/p>\n\n\u5b50\u9879\u4f53\u79ef（\u8131\u654f）\u662f\u4ec0\u4e48<\/tr>\n\n\n\n\n\n\n\n\n\n
.workbuddy\\\\binaries（python + node \u8fd0\u884c\u65f6）<\/td>\n\u7ea6 1.4 GB<\/td>\n\u53d7\u7ba1\u8fd0\u884c\u65f6，\u6240\u6709 Python\/Node \u7c7b\u6280\u80fd\u90fd\u9760\u5b83<\/td>\n<\/tr>\n
.workbuddy\\\\traces<\/td>\n\u5404 1\u20131.5 GB<\/td>\n\u6bcf\u6b21\u4f1a\u8bdd\u7684\u6267\u884c\u8f68\u8ff9（\u6392\u969c\u7528）<\/td>\n<\/tr>\n
.workbuddy\\\\logs<\/td>\n\u5404 1\u20131.2 GB<\/td>\n\u8fd0\u884c\u65e5\u5fd7（\u542f\u52a8\/\u8c03\u8bd5\/\u8fde\u63a5\u5668\u9274\u6743）<\/td>\n<\/tr>\n
.workbuddy\\\\app \u7b49<\/td>\n\u7ea6 1.7 GB<\/td>\n\u5e94\u7528\u672c\u4f53<\/td>\n<\/tr>\n
agentAppData（Tencent\/Microsoft\/\u66f4\u65b0\u5668\/pip）<\/td>\n\u7ea6 2.8 GB<\/td>\n\u591a\u4e3a\u53ef\u6e05\u7f13\u5b58<\/td>\n<\/tr>\n
\u7528\u6237\u7ea7binaries<\/td>\n\u7ea6 2.9 GB<\/td>\n\u7b2c\u4e8c\u5957\u53d7\u7ba1\u8fd0\u884c\u65f6（\u968f\u66f4\u65b0\u5e26\u5165）<\/td>\n<\/tr>\n
\u7528\u6237\u7ea7logs + traces<\/td>\n\u7ea6 1 GB<\/td>\n\u6392\u969c\u65e5\u5fd7<\/td>\n<\/tr>\n
\u7528\u6237\u7ea7projects \/ blobs \u7b49<\/td>\n\u7ea6 1.1 GB<\/td>\n\u5de5\u4f5c\u4ea7\u7269<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5173\u952e\u53d1\u73b0：\u771f\u6b63"\u865a\u80d6"\u7684\u662f traces + logs，\u5408\u8ba1\u7ea6 3\u20134 GB\u2014\u2014\u5b83\u4eec\u7eaf\u5c5e\u6392\u969c\u8bb0\u5f55，\u6e05\u4e86\u4e0d\u5f71\u54cd\u4efb\u4f55\u6280\u80fd\u4e0e\u8bb0\u5fc6\u3002<\/p>\n

\u667a\u80fd\u4f53\u5185\u5b58\u5360\u7528\u4e09\u5c42\u6784\u9020（\u5b9e\u6d4b\u7ea6 13 GB \u7ea7）：<\/p>\n

    \n
  • \u2460 \u8d44\u4ea7\u5c42（\u5fc5\u7559）：skills \u6280\u80fd\u5e93 \u00b7 memory \u957f\u671f\u8bb0\u5fc6 \u00b7 binaries \u53d7\u7ba1\u8fd0\u884c\u65f6（\u4e24\u5957\u5171\u7ea6 4.4 GB）\u00b7 app \u5e94\u7528\u672c\u4f53 \u2248 8.7 GB<\/li>\n
  • \u2461 \u5de5\u4f5c\u7a7a\u95f4\u5c42（\u89c6\u60c5\u51b5\u7559）：projects \u9879\u76ee\u4ea7\u7269 \u00b7 workspace \u5de5\u4f5c\u533a \u00b7 blobs \u6587\u4ef6\u5757 \u2248 1.1 GB<\/li>\n
  • \u2462 \u8bb0\u5f55\u5c42（\u53ef\u968f\u65f6\u95f4\u7684\u6e05\u7406）：traces \u6267\u884c\u8f68\u8ff9 \u00b7 logs \u8fd0\u884c\u65e5\u5fd7 \u00b7 \u66f4\u65b0\u5668\u7f13\u5b58 \u00b7 AppData SDK \u7f13\u5b58 \u2248 3\u20134 GB \u53ef\u6e05<\/li>\n<\/ul>\n

    \u8d44\u4ea7\u5c42\u662f"\u786c\u76d8\u4e0a\u7684\u957f\u671f\u8bb0\u5fc6"；\u8bb0\u5f55\u5c42\u662f"\u7528\u8fc7\u7684\u8349\u7a3f\u7eb8"，\u53ef\u5b9a\u671f\u6e05\u7a7a\u3002<\/p>\n

    \u4e8c\u3001\u54ea\u4e9b\u8be5\u7559，\u54ea\u4e9b\u8be5\u6e05：\u7528"\u8bb0\u5fc6\u5c42\u7ea7"\u7406\u8bba\u505a\u5224\u636e<\/h3>\n

    \u6e05\u7406\u7684\u7b2c\u4e00\u539f\u5219\u5176\u5b9e\u4e00\u53e5\u8bdd：**\u5220\u4e86\u4f1a\u4e0d\u4f1a\u8ba9 AI \u5931\u5fc6\u3001\u4f1a\u4e0d\u4f1a\u8ba9\u6280\u80fd\u6d88\u5931？**\u4f1a，\u5c31\u662f\u8d44\u4ea7，\u7559；\u4e0d\u4f1a，\u5c31\u662f\u8bb0\u5f55，\u53ef\u6e05\u3002<\/p>\n

    #mermaid-svg-XDmVIi6eX9oZo59F{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-XDmVIi6eX9oZo59F .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-XDmVIi6eX9oZo59F .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-XDmVIi6eX9oZo59F .error-icon{fill:#552222;}#mermaid-svg-XDmVIi6eX9oZo59F .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-XDmVIi6eX9oZo59F .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-XDmVIi6eX9oZo59F .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-XDmVIi6eX9oZo59F .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-XDmVIi6eX9oZo59F .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-XDmVIi6eX9oZo59F .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-XDmVIi6eX9oZo59F .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-XDmVIi6eX9oZo59F .marker{fill:#333333;stroke:#333333;}#mermaid-svg-XDmVIi6eX9oZo59F .marker.cross{stroke:#333333;}#mermaid-svg-XDmVIi6eX9oZo59F svg{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-XDmVIi6eX9oZo59F p{margin:0;}#mermaid-svg-XDmVIi6eX9oZo59F .label{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;color:#333;}#mermaid-svg-XDmVIi6eX9oZo59F .cluster-label text{fill:#333;}#mermaid-svg-XDmVIi6eX9oZo59F .cluster-label span{color:#333;}#mermaid-svg-XDmVIi6eX9oZo59F .cluster-label span p{background-color:transparent;}#mermaid-svg-XDmVIi6eX9oZo59F .label text,#mermaid-svg-XDmVIi6eX9oZo59F span{fill:#333;color:#333;}#mermaid-svg-XDmVIi6eX9oZo59F .node rect,#mermaid-svg-XDmVIi6eX9oZo59F .node circle,#mermaid-svg-XDmVIi6eX9oZo59F .node ellipse,#mermaid-svg-XDmVIi6eX9oZo59F .node polygon,#mermaid-svg-XDmVIi6eX9oZo59F .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-XDmVIi6eX9oZo59F .rough-node .label text,#mermaid-svg-XDmVIi6eX9oZo59F .node .label text,#mermaid-svg-XDmVIi6eX9oZo59F .image-shape .label,#mermaid-svg-XDmVIi6eX9oZo59F .icon-shape .label{text-anchor:middle;}#mermaid-svg-XDmVIi6eX9oZo59F .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-XDmVIi6eX9oZo59F .rough-node .label,#mermaid-svg-XDmVIi6eX9oZo59F .node .label,#mermaid-svg-XDmVIi6eX9oZo59F .image-shape .label,#mermaid-svg-XDmVIi6eX9oZo59F .icon-shape .label{text-align:center;}#mermaid-svg-XDmVIi6eX9oZo59F .node.clickable{cursor:pointer;}#mermaid-svg-XDmVIi6eX9oZo59F .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-XDmVIi6eX9oZo59F .arrowheadPath{fill:#333333;}#mermaid-svg-XDmVIi6eX9oZo59F .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-XDmVIi6eX9oZo59F .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-XDmVIi6eX9oZo59F .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-XDmVIi6eX9oZo59F .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-XDmVIi6eX9oZo59F .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-XDmVIi6eX9oZo59F .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-XDmVIi6eX9oZo59F .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-XDmVIi6eX9oZo59F .cluster text{fill:#333;}#mermaid-svg-XDmVIi6eX9oZo59F .cluster span{color:#333;}#mermaid-svg-XDmVIi6eX9oZo59F 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-XDmVIi6eX9oZo59F .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-XDmVIi6eX9oZo59F rect.text{fill:none;stroke-width:0;}#mermaid-svg-XDmVIi6eX9oZo59F .icon-shape,#mermaid-svg-XDmVIi6eX9oZo59F .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-XDmVIi6eX9oZo59F .icon-shape p,#mermaid-svg-XDmVIi6eX9oZo59F .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-XDmVIi6eX9oZo59F .icon-shape .label rect,#mermaid-svg-XDmVIi6eX9oZo59F .image-shape .label rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-XDmVIi6eX9oZo59F .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-XDmVIi6eX9oZo59F .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-XDmVIi6eX9oZo59F :root{–mermaid-font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}<\/p>\n

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

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    \u4f1a<\/p>\n

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    \u4e0d\u4f1a<\/p>\n

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    \u4e00\u4e2a\u76ee\u5f55\u8981\u4e0d\u8981\u6e05<\/p>\n

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

    <\/p>\n

    \u5220\u4e86\u4f1a\u4e22 \u6280\u80fd\u6216\u8bb0\u5fc6\u5417<\/p>\n

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

    <\/p>\n

    \u8d44\u4ea7 \u7559skills memory binaries<\/p>\n

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

    <\/p>\n

    \u8bb0\u5f55 \u53ef\u6e05traces logs \u7f13\u5b58<\/p>\n

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

      \n
    • 🔴 \u7ea2\u7ebf（\u8d44\u4ea7）：.workbuddy\\\\skills\u3001.workbuddy\\\\memory\u3001binaries \u8fd0\u884c\u65f6<\/li>\n
    • 🟢 \u53ef\u6e05（\u8bb0\u5f55）：traces \/ logs \/ @*updater \/ AppData \u4e0b\u7684 Cache\u00b7GPUCache\u00b7pip<\/li>\n
    • 🟡 \u770b\u60c5\u51b5：Tencent \u7b49\u5e94\u7528\u7f13\u5b58\u5b50\u76ee\u5f55（\u6e05 Cache，\u7559 FileStorage\\\\File \u804a\u5929\u6587\u4ef6）<\/li>\n<\/ul>\n

      \u8fd9\u5957"\u7559\u8d44\u4ea7\u3001\u6e05\u8bb0\u5f55"\u7684\u4e8c\u5206\u6cd5，\u548c 2023 \u5e74\u4ee5\u6765 Agent \u8bb0\u5fc6\u7cfb\u7edf\u7684\u7814\u7a76\u9ad8\u5ea6\u540c\u6784：<\/p>\n\n\u667a\u80fd\u4f53\u73b0\u5b9e\u8bba\u6587\u91cc\u7684\u5bf9\u5e94\u6982\u5ff5\u8bba\u6587<\/tr>\n\n\n\n\n
      \u8d44\u4ea7\u5c42（skills\/memory\/binaries）<\/td>\n\u6301\u4e45\u8bb0\u5fc6 \/ \u5f52\u6863\u8bb0\u5fc6，\u957f\u671f\u4fdd\u7559\u3001\u7ed3\u6784\u5316<\/td>\nMemGPT\u3001Mem0<\/td>\n<\/tr>\n
      \u8bb0\u5f55\u5c42（traces\/logs\/\u7f13\u5b58）<\/td>\n\u4e3b\u4e0a\u4e0b\u6587 \/ \u6682\u5b58\u4e0a\u4e0b\u6587，\u53ef\u9a71\u9010\u3001\u53ef\u538b\u7f29<\/td>\nMemGPT\u3001H2O<\/td>\n<\/tr>\n
      \u8d8a\u7528\u8d8a\u5927<\/td>\n\u8bb0\u5fc6\u82e5\u65e0\u9a71\u9010\/\u538b\u7f29\u7b56\u7565，\u53ea\u589e\u4e0d\u51cf<\/td>\nA-MEM\u3001LLMLingua<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      \u4e00\u53e5\u8bdd\u6253\u901a： \u667a\u80fd\u4f53\u7684 .workbuddy \u5c31\u662f AI \u7684"\u957f\u671f\u8bb0\u5fc6\u786c\u76d8"，traces \/ logs \u662f\u5b83\u5199\u8fc7\u7684"\u8349\u7a3f\u7eb8"\u3002\u8349\u7a3f\u7eb8\u53ef\u4ee5\u5b9a\u671f\u6254，\u4f46\u8bb0\u5fc6\u786c\u76d8\u4e0d\u80fd\u52a8\u3002<\/p>\n

      \u4e09\u3001\u4e3a\u4ec0\u4e48 traces\/logs \u4f1a\u81a8\u80c0\u5230\u6570 GB？\u8bba\u6587\u600e\u4e48\u8bf4<\/h3>\n

      \u5b9e\u6d4b\u91cc traces \u6700\u65e9\u7684\u6587\u4ef6\u505c\u5728\u6570\u6708\u524d，\u4ece\u6ca1\u81ea\u52a8\u6e05\u8fc7\u3002\u81a8\u80c0\u6765\u81ea\u56db\u4e2a\u53e0\u52a0\u56e0\u7d20，\u800c\u6bcf\u4e00\u5c42\u90fd\u80fd\u5728\u8bba\u6587\u91cc\u627e\u5230"\u53cd\u4f8b\u89e3\u6cd5"：<\/p>\n

      3.1 \u6ca1\u6709\u9a71\u9010\u7b56\u7565 \u2192 H2O \u7684\u542f\u793a<\/h4>\n

      Transformer \u63a8\u7406\u65f6\u8981\u628a KV cache \u7559\u5728\u663e\u5b58\u91cc，\u5e8f\u5217\u8d8a\u957f\u8d8a\u7206\u3002H2O \u53d1\u73b0：\u4e00\u5c0f\u64ae"\u91cd\u4ee4\u724c"（heavy hitters）\u8d21\u732e\u4e86\u7edd\u5927\u90e8\u5206\u6ce8\u610f\u529b\u4ef7\u503c，\u4e8e\u662f\u53ea\u4fdd\u7559\u5b83\u4eec + \u6700\u8fd1\u7a97\u53e3，\u5176\u4f59\u5168\u90e8\u9a71\u9010，\u8bba\u6587\u62a5\u544a\u6700\u9ad8\u53ef\u63d0\u5347\u6570\u5341\u500d\u541e\u5410\u3002\u6620\u5c04\u8fc7\u6765：\u667a\u80fd\u4f53\u91cc\u771f\u6b63"\u91cd"\u7684\u662f skills \u548c memory（\u5fc5\u987b\u7559），\u800c traces \/ logs \u662f"\u8f7b\u4ee4\u724c"，\u7406\u5e94\u88ab\u5b9a\u671f\u9a71\u9010\u3002<\/p>\n

      3.2 \u4e0d\u5206\u5c42 \u2192 MemGPT \u7684\u865a\u62df\u5185\u5b58<\/h4>\n

      MemGPT \u76f4\u63a5\u628a\u64cd\u4f5c\u7cfb\u7edf"\u865a\u62df\u5185\u5b58"\u642c\u8fdb LLM：\u5feb\u7684\u662f\u4e3b\u4e0a\u4e0b\u6587，\u6162\u7684\u662f\u5916\u90e8\/\u5f52\u6863\u5b58\u50a8，\u9760\u5206\u9875\u5728\u4e24\u5c42\u95f4\u642c\u6570\u636e\u3002\u667a\u80fd\u4f53\u628a"\u6162\u5b58\u50a8"（\u78c1\u76d8\u4e0a\u7684 .workbuddy + traces）\u548c"\u5feb\u4e0a\u4e0b\u6587"（\u8fd0\u884c\u65f6\u5185\u5b58）\u6df7\u5728\u4e00\u8d77\u3001\u4e14\u4ece\u4e0d\u5206\u9875\u6e05\u9000，\u4e8e\u662f\u6162\u5b58\u50a8\u65e0\u9650\u81a8\u80c0\u3002\u6b63\u786e\u505a\u6cd5\u6b63\u662f MemGPT \u7684\u5206\u5c42：\u8d44\u4ea7\u653e\u5f52\u6863\u5c42（\u7559），\u8bb0\u5f55\u653e\u53ef\u9a71\u9010\u5c42（\u6e05）\u3002<\/p>\n

      3.3 \u4e0d\u538b\u7f29 \u2192 LLMLingua \/ LLM in a flash<\/h4>\n

      LLMLingua \u8bc1\u660e\u81ea\u7136\u8bed\u8a00\u63d0\u793a\u5197\u4f59\u5ea6\u6781\u9ad8，\u538b\u7f29\u7ea6 20 \u500d\u51e0\u4e4e\u4e0d\u6389\u6027\u80fd；Apple \u7684 LLM in a flash \u66f4\u628a"\u95ea\u5b58\u5f53\u6269\u5c55\u5185\u5b58"，\u7528\u7a97\u53e3\u5316\u548c\u884c\u5217\u6346\u7ed1\u51cf\u5c11\u642c\u8fd0\u3002\u4e24\u8005\u5171\u540c\u6307\u5411\u4e00\u4e2a\u6734\u7d20\u771f\u7406：\u78c1\u76d8\u662f\u6162\u901f\u4f46\u6d77\u91cf\u7684\u6269\u5c55\u5185\u5b58，\u8bb0\u5f55\u5e94\u5f53\u6309\u9700\u538b\u7f29\u3001\u5206\u5c42\u5b58\u653e，\u800c\u4e0d\u662f\u65e0\u8111\u5806\u5728 C \u76d8\u6839\u76ee\u5f55\u3002<\/p>\n

      3.4 \u4e0d\u6f14\u5316 \u2192 A-MEM \u7684\u6559\u8bad<\/h4>\n

      A-MEM \u7528"\u5361\u7247\u76d2（Zettelkasten）\u201c\u6cd5\u8ba9\u8bb0\u5fc6\u80fd\u52a8\u6001\u94fe\u63a5\u3001\u968f\u65b0\u7ecf\u9a8c\u6f14\u5316，\u800c\u4e0d\u662f\u53ea\u8bfb\u4e0d\u5199\u3001\u8d8a\u5806\u8d8a\u65e7\u3002\u53cd\u8fc7\u6765\u60f3：traces \/ logs \u82e5\u4ece\u4e0d\u6f14\u5316\u6e05\u7406，\u5c31\u6210\u4e86"\u53ea\u5199\u4e0d\u4e22\u7684\u6b7b\u8bb0\u5fc6\u201d\u2014\u2014\u5360\u7a7a\u95f4\u5374\u65e0\u4ef7\u503c\u3002\u5b9a\u671f\u6e05\u7406，\u672c\u8d28\u5c31\u662f\u8ba9\u8bb0\u5f55\u5c42"\u6f14\u5316"\u3002<\/p>\n

      \u56db\u7bc7\u8bba\u6587 \u2192 \u56db\u6761\u6e05\u7406\u539f\u5219：\u7559\u91cd\u5f03\u8f7b \u00b7 \u5206\u5c42\u5b58\u653e \u00b7 \u5b9a\u671f\u538b\u7f29 \u00b7 \u968f\u65b0\u6f14\u5316\u3002<\/p>\n

      \u56db\u3001C \u76d8\u4f18\u5316\u7b56\u7565\u4e0e\u53ef\u6267\u884c\u6b65\u9aa4<\/h3>\n

      \u6309"\u98ce\u9669\u4ece\u4f4e\u5230\u9ad8\u3001\u6536\u76ca\u4ece\u7a33\u5230\u731b"\u6392\u5e8f，\u4e0b\u9762\u6bcf\u4e00\u6b65\u90fd\u7ed9\u51fa\u53ef\u6267\u884c\u64cd\u4f5c\u3002\u6ce8\u610f：\u6d89\u53ca\u4e2a\u4eba\u76ee\u5f55\u5220\u9664，\u6700\u7ec8\u8bf7\u5728\u8d44\u6e90\u7ba1\u7406\u5668\u624b\u52a8 Shift+Delete，Agent \u4e0d\u4f1a\u66ff\u4f60\u771f\u5220\u3002<\/p>\n\n\u7b56\u7565\u5bf9\u8c61\u5b9e\u6d4b\u53ef\u7701（\u8131\u654f）\u98ce\u9669\u64cd\u4f5c<\/tr>\n\n\n\n\n\n\n\n\n
      \u2460 \u56de\u6536\u7ad9<\/td>\n\u5df2\u5220\u6587\u4ef6<\/td>\n~0.6 GB<\/td>\n\u65e0<\/td>\n\u684c\u9762\u53f3\u952e"\u6e05\u7a7a\u56de\u6536\u7ad9"<\/td>\n<\/tr>\n
      \u2461 WB \u65e5\u5fd7<\/td>\ntraces + logs<\/td>\n~3\u20134 GB<\/td>\n\u65e0（\u4e0d\u5f71\u54cd\u6280\u80fd）<\/td>\n\u5220.workbuddy\\\\traces\u3001.workbuddy\\\\logs（\u4e24\u5904）<\/td>\n<\/tr>\n
      \u2462 \u5e94\u7528\u7f13\u5b58<\/td>\nTencent\/Microsoft\/kingsoft \u7684Cache \u5b50\u76ee\u5f55<\/td>\n\u6570 GB<\/td>\n\u4f4e<\/td>\n\u53ea\u5220Cache\/GPUCache\/Code Cache，\u52ff\u52a8\u804a\u5929 File<\/td>\n<\/tr>\n
      \u2463 \u66f4\u65b0\u5668\u7f13\u5b58<\/td>\n@genieworkbuddy-desktop-updater \u7b49<\/td>\n~1 GB<\/td>\n\u65e0<\/td>\n\u8d44\u6e90\u7ba1\u7406\u5668Shift+Delete<\/td>\n<\/tr>\n
      \u2464 WinSxS<\/td>\n\u88ab\u53d6\u4ee3\u7684\u7cfb\u7edf\u7ec4\u4ef6<\/td>\n1\u20133 GB<\/td>\n\u9700\u7ba1\u7406\u5458<\/td>\n\u7ba1\u7406\u5458 PowerShell：DISM \/Online \/Cleanup-Image \/StartComponentCleanup<\/td>\n<\/tr>\n
      \u2465 \u7cfb\u7edf\u8fd8\u539f<\/td>\n\u65e7\u8fd8\u539f\u70b9\/\u5377\u5f71\u526f\u672c<\/td>\n\u6570 GB<\/td>\n\u9700\u7ba1\u7406\u5458<\/td>\n\u7cfb\u7edf\u4fdd\u62a4 \u2192 \u5220\u9664\u65e7\u8fd8\u539f\u70b9<\/td>\n<\/tr>\n
      \u2466 \u81ea\u67e5\u5927\u6587\u4ef6<\/td>\nDownloads \/ Videos<\/td>\n\u89c6\u60c5\u51b5<\/td>\n\u65e0<\/td>\n\u79fb\u52a8\u6216\u5f52\u6863\u5230\u975e\u7cfb\u7edf\u76d8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      \u7ea2\u7ebf\u63d0\u9192： ProgramData\\\\WorkBuddy\\\\users\\\\<id>\\\\.workbuddy\\\\binaries（\u7ea6 1.4 GB）\u548c C:\\\\Users\\\\<\u4f60\u7684\u7528\u6237\u540d>\\\\.workbuddy\\\\binaries（\u7ea6 2.9 GB）\u662f\u53d7\u7ba1\u8fd0\u884c\u65f6，\u4e0d\u662f\u7f13\u5b58！\u770b\u7740\u4e5f"\u5927"，\u4f46\u5220\u4e86\u6240\u6709 Python\/Node \u7c7b\u6280\u80fd\u7acb\u523b\u5931\u6548，\u5fc5\u987b\u7559\u3002<\/p>\n

      \u7ba1\u7406\u5458 PowerShell \u8dd1 WinSxS \u6e05\u7406（\u6700\u7701\u5fc3\u7684\u4e00\u6b65\u7cfb\u7edf\u7ea7\u7626\u8eab）：<\/p>\n

      # \u5148\u770b\u80fd\u56de\u6536\u591a\u5c11<\/span>
      \nDISM \/<\/span>Online \/<\/span>Cleanup-Image \/<\/span>AnalyzeComponentStore
      \n# \u5220\u9664\u88ab\u53d6\u4ee3\u7684\u65e7\u7248\u672c（\u4fdd\u7559\u56de\u6eda\u80fd\u529b）<\/span>
      \nDISM \/<\/span>Online \/<\/span>Cleanup-Image \/<\/span>StartComponentCleanup
      \n# \u66f4\u72e0：\u653e\u5f03\u56de\u6eda，\u7701\u6700\u591a（\u8c28\u614e）<\/span>
      \nDISM \/<\/span>Online \/<\/span>Cleanup-Image \/<\/span>StartComponentCleanup \/<\/span>ResetBase<\/p>\n

      \u4e94\u3001\u5220\u524d\u5fc5\u505a：traces + logs \u7684\u300c\u5148\u7b5b\u540e\u70bc\u300d（\u4ece\u6267\u884c\u8f68\u8ff9\u91cc\u635e\u8d44\u4ea7）<\/h3>\n

      \u5f88\u591a\u4eba\u5220 traces \/ logs \u662f"\u5168\u91cf\u5220"\u2014\u2014\u4f46\u8fd9\u662f\u6d6a\u8d39\u3002\u6570 GB \u91cc 99% \u662f\u6210\u529f\u8def\u5f84\u7684\u566a\u58f0（\u6bcf\u4efb\u52a1\u8bb0\u5b8c\u6574\u6267\u884c\u6811），\u4ef7\u503c\u5bc6\u5ea6\u6781\u4f4e；\u771f\u6b63\u503c\u5f97\u7559\u7684，\u662f\u91cc\u9762\u7b5b\u51fa\u7684\u51e0\u5341\u6761"\u5931\u8d25\u6559\u8bad + \u9ad8\u9891\u4efb\u52a1\u6846\u67b6"\u3002\u6b63\u786e\u59ff\u52bf\u662f\u5148\u7b5b\u540e\u70bc，\u635e\u5b8c\u518d\u5220\u3002<\/p>\n

      5.1 \u4e24\u5224\u636e（\u5b9a\u4e49"\u7cbe\u534e"\u7684\u4e24\u6761\u89c4\u5219）<\/h4>\n
    • \u5931\u8d25\u8bb0\u5f55 \u2192 \u6559\u8bad（\u907f\u514d\u91cd\u590d）：\u8d1f\u6837\u672c\u6bd4\u6210\u529f\u6837\u672c\u73cd\u8d35\u2014\u2014\u6210\u529f\u8def\u5f84\u5343\u7bc7\u4e00\u5f8b\u3001\u5931\u8d25\u5404\u6709\u5404\u7684\u5751\u3002\u628a\u5931\u8d25\u539f\u56e0\u56de\u704c\u5230\u957f\u671f\u8bb0\u5fc6\u7684"\u5931\u8d25"\u533a，\u4e0b\u6b21\u81ea\u52a8\u7ed5\u5f00\u3002<\/li>\n
    • \u9ad8\u9891\u4efb\u52a1 \u2192 \u6846\u67b6（SOP\/\u9aa8\u67b6）：\u9ad8\u9891\u4efb\u52a1\u6bcf\u6b21\u4ece\u5934\u63a2\u7d22 = \u91cd\u590d\u9020\u8f6e\u5b50，\u5e94\u63d0\u70bc\u6210\u53ef\u590d\u7528"\u5927\u6982\u6846\u67b6"，\u56de\u704c\u5230\u6280\u80fd \/ SOP\u3002<\/li>\n

      5.2 \u7cbe\u786e\u4fe1\u53f7（\u907f\u5751）<\/h4>\n
        \n
      • \u771f\u5931\u8d25 = "status":"error"（trace \u7684 span \u5c42）\u3002\u5343\u4e07\u522b grep error \/ failed \u2014\u2014 \u566a\u58f0\u6781\u5927，\u51e0\u4e4e\u6240\u6709 trace \u90fd\u542b "error" \u5b57\u6bb5\u540d，\u4f1a\u628a\u6570\u5343\u6587\u4ef6\u5168\u5224\u6210\u5931\u8d25\u3002<\/li>\n
      • logs \u65e0 status \u5b57\u6bb5：\u4ec5\u4f5c\u4f53\u79ef + \u8fd1\u4f3c\u9519\u8bef\u884c\u6570\u53c2\u8003，\u4e0d\u6309"\u5931\u8d25"\u81ea\u52a8\u5f52\u7c7b\u3002<\/li>\n<\/ul>\n

        5.3 \u96f6 token \u9884\u7b5b（\u5173\u952e）<\/h4>\n

        \u89c4\u5219\u5c42\u53ea\u505a grep \/ \u7edf\u8ba1，\u7edd\u4e0d\u628a\u6570 GB \u5582\u6a21\u578b；\u4ec5\u628a <10KB \u7684\u5c0f\u5931\u8d25\u6587\u4ef6\u5217\u4e3a\u4e0b\u94bb\u5019\u9009，\u4e0b\u94bb\u65f6\u624d\u53ef\u80fd\u9700\u8981\u6a21\u578b\u3002<\/p>\n

        #mermaid-svg-qADT8dDVDhV0inrS{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-qADT8dDVDhV0inrS .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-qADT8dDVDhV0inrS .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-qADT8dDVDhV0inrS .error-icon{fill:#552222;}#mermaid-svg-qADT8dDVDhV0inrS .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-qADT8dDVDhV0inrS .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-qADT8dDVDhV0inrS .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-qADT8dDVDhV0inrS .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-qADT8dDVDhV0inrS .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-qADT8dDVDhV0inrS .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-qADT8dDVDhV0inrS .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-qADT8dDVDhV0inrS .marker{fill:#333333;stroke:#333333;}#mermaid-svg-qADT8dDVDhV0inrS .marker.cross{stroke:#333333;}#mermaid-svg-qADT8dDVDhV0inrS svg{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-qADT8dDVDhV0inrS p{margin:0;}#mermaid-svg-qADT8dDVDhV0inrS .label{font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;color:#333;}#mermaid-svg-qADT8dDVDhV0inrS .cluster-label text{fill:#333;}#mermaid-svg-qADT8dDVDhV0inrS .cluster-label span{color:#333;}#mermaid-svg-qADT8dDVDhV0inrS .cluster-label span p{background-color:transparent;}#mermaid-svg-qADT8dDVDhV0inrS .label text,#mermaid-svg-qADT8dDVDhV0inrS span{fill:#333;color:#333;}#mermaid-svg-qADT8dDVDhV0inrS .node rect,#mermaid-svg-qADT8dDVDhV0inrS .node circle,#mermaid-svg-qADT8dDVDhV0inrS .node ellipse,#mermaid-svg-qADT8dDVDhV0inrS .node polygon,#mermaid-svg-qADT8dDVDhV0inrS .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-qADT8dDVDhV0inrS .rough-node .label text,#mermaid-svg-qADT8dDVDhV0inrS .node .label text,#mermaid-svg-qADT8dDVDhV0inrS .image-shape .label,#mermaid-svg-qADT8dDVDhV0inrS .icon-shape .label{text-anchor:middle;}#mermaid-svg-qADT8dDVDhV0inrS .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-qADT8dDVDhV0inrS .rough-node .label,#mermaid-svg-qADT8dDVDhV0inrS .node .label,#mermaid-svg-qADT8dDVDhV0inrS .image-shape .label,#mermaid-svg-qADT8dDVDhV0inrS .icon-shape .label{text-align:center;}#mermaid-svg-qADT8dDVDhV0inrS .node.clickable{cursor:pointer;}#mermaid-svg-qADT8dDVDhV0inrS .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-qADT8dDVDhV0inrS .arrowheadPath{fill:#333333;}#mermaid-svg-qADT8dDVDhV0inrS .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-qADT8dDVDhV0inrS .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-qADT8dDVDhV0inrS .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-qADT8dDVDhV0inrS .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-qADT8dDVDhV0inrS .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-qADT8dDVDhV0inrS .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-qADT8dDVDhV0inrS .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-qADT8dDVDhV0inrS .cluster text{fill:#333;}#mermaid-svg-qADT8dDVDhV0inrS .cluster span{color:#333;}#mermaid-svg-qADT8dDVDhV0inrS 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-qADT8dDVDhV0inrS .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-qADT8dDVDhV0inrS rect.text{fill:none;stroke-width:0;}#mermaid-svg-qADT8dDVDhV0inrS .icon-shape,#mermaid-svg-qADT8dDVDhV0inrS .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-qADT8dDVDhV0inrS .icon-shape p,#mermaid-svg-qADT8dDVDhV0inrS .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-qADT8dDVDhV0inrS .icon-shape .label rect,#mermaid-svg-qADT8dDVDhV0inrS .image-shape .label rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-qADT8dDVDhV0inrS .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-qADT8dDVDhV0inrS .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-qADT8dDVDhV0inrS :root{–mermaid-font-family:\\”trebuchet ms\\”,verdana,arial,sans-serif;}<\/p>\n

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

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

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

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

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

        <\/p>\n

        traces \u4e0e logs \u6570GB<\/p>\n

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

        <\/p>\n

        \u89c4\u5219\u9884\u7b5b \u96f6token<\/p>\n

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

        <\/p>\n

        \u7a00\u758f\u5019\u9009 \u51e0\u5341\u6761<\/p>\n

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

        <\/p>\n

        \u63d0\u70bc \u5931\u8d25\u6559\u8bad\u4e0e\u9ad8\u9891\u6846\u67b6<\/p>\n

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

        <\/p>\n

        \u56de\u704c \u8bb0\u5fc6\u4e0e\u6280\u80fd<\/p>\n

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

        <\/p>\n

        \u539f\u59cb\u65e5\u5fd7\u624d\u5220<\/p>\n

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

        \u9884\u7b5b\u811a\u672c\u7684\u6838\u5fc3\u601d\u8def（\u901a\u7528\u793a\u610f，\u4e0d\u542b\u4efb\u4f55\u673a\u5668\u8def\u5f84）：<\/p>\n

        # \u9884\u7b5b：\u7cbe\u786e\u5931\u8d25\u4fe1\u53f7 + \u9ad8\u9891\u4efb\u52a1\u7edf\u8ba1，\u7edd\u4e0d\u628a\u6570GB\u5582\u6a21\u578b<\/span>
        \nimport<\/span> os,<\/span> re
        \nSTATUS_ERROR =<\/span> '"status":"error"'<\/span> # \u771f\u5931\u8d25，\u975e grep error（\u566a\u58f0\u6781\u5927）<\/span>
        \nSKILL_TOKENS =<\/span> [<\/span>"pdf"<\/span>,<\/span> "ima"<\/span>,<\/span> "skill-creator"<\/span>,<\/span> "novel"<\/span>,<\/span> "tencent-docs"<\/span>]<\/span> # \u9ad8\u9891\u8bcd\u542f\u53d1\u5f0f<\/span>
        \n# 1) \u7cbe\u786e\u5931\u8d25：\u547d\u4e2d status:error \u5373\u8ba1\u6570<\/span>
        \n# 2) \u9ad8\u9891：\u5bf9\u5c0f\u6587\u4ef6\u7edf\u8ba1\u6280\u80fd\u540d\u63d0\u53ca\u9891\u6b21<\/span>
        \n# 3) \u4ec5\u628a <10KB \u7684\u5c0f\u5931\u8d25\u6587\u4ef6\u5217\u4e3a\u4e0b\u94bb\u5019\u9009，\u4e0b\u94bb\u624d\u8fdb\u6a21\u578b<\/span><\/p>\n

        \u5b9e\u6d4b：\u4e00\u53f0\u673a\u5668 traces \u6570\u5343\u6587\u4ef6\u91cc，\u771f\u6b63\u5931\u8d25\u8f68\u8ff9\u4ec5\u6570\u767e\u4e2a；\u9ad8\u9891\u4efb\u52a1\u4fe1\u53f7\u6e05\u6670\u663e\u793a\u67d0\u6280\u80fd\u88ab\u5355\u673a\u9ad8\u9891\u8c03\u7528（\u4e0a\u5343\u6b21），\u6b63\u662f\u503c\u5f97\u63d0\u70bc\u6210 SOP \u7684\u5019\u9009\u3002<\/p>\n

        5.4 \u4e0e\u8bba\u6587\u540c\u6784<\/h4>\n
          \n
        • \u5148\u7b5b\u540e\u70bc = A-MEM\u300c\u4ece\u539f\u59cb\u7ecf\u9a8c\u63d0\u70bc\u53ef\u6f14\u5316\u8bb0\u5fc6\u300d\u7684\u5de5\u7a0b\u6700\u5c0f\u5b9e\u73b0；<\/li>\n
        • \u53ea\u7559\u5931\u8d25\u6559\u8bad \/ \u9ad8\u9891\u6846\u67b6 = H2O\u300c\u4fdd\u7559\u91cd\u4ee4\u724c\u3001\u9a71\u9010\u8f7b\u4ee4\u724c\u300d；<\/li>\n
        • \u8bb0\u5f55\u5c42\u538b\u7f29\u6e05\u7406 = LLMLingua\u300c\u538b\u7f29\u5197\u4f59\u300d+ LLM in a flash\u300c\u78c1\u76d8\u5373\u6269\u5c55\u5185\u5b58\u300d；<\/li>\n
        • \u7ed3\u6784\u5316\u56de\u704c = Mem0\u300c\u751f\u4ea7\u7ea7\u6301\u4e45\u8bb0\u5fc6\u300d\u3002<\/li>\n<\/ul>\n

          \u4e00\u53e5\u8bdd\u5224\u636e： \u5220\u4e86\u5b83，AI \u4e0b\u6b21\u8fd8\u4f1a\u4e0d\u4f1a\u91cd\u65b0\u9700\u8981\u5b83？\u4f1a = \u7cbe\u534e = \u8fdb\u8bb0\u5fc6；\u4e0d\u4f1a = \u8bb0\u5f55 = \u8be5\u6e05\u3002<\/p>\n

          \u516d\u3001\u667a\u80fd\u4f53\u600e\u4e48\u5e2e\u4f60\u6e05\u7406：cdisk-health-scan \u5b9e\u6218<\/h3>\n

          \u667a\u80fd\u4f53\u81ea\u5e26\u4e00\u4e2a\u53ea\u8bfb\u8bca\u65ad\u6280\u80fd cdisk-health-scan：\u8bf4\u4e00\u53e5"\u626b\u63cf C \u76d8"，\u5b83\u8dd1\u53ea\u8bfb\u811a\u672c\u3001\u540c\u8f6e\u5bf9\u8bdd\u5185\u7ed9\u51fa\u5206\u6863\u62a5\u544a（🟢\u53ef\u6e05 \/ 🟡\u770b\u60c5\u51b5 \/ 🔴\u522b\u52a8）+ \u6bcf\u4e2a\u53ef\u5220\u9879\u7684\u5b8c\u6574\u8def\u5f84，\u5168\u7a0b\u4e0d\u5220\u4efb\u4f55\u6587\u4ef6\u3002<\/p>\n

          \u5b83\u5df2\u5185\u7f6e：\u81ea\u52a8\u7edf\u8ba1 traces \/ logs \u5e76\u6807\u4e3a\u53ef\u6e05，WinSxS \u8d70 DISM \u8f7b\u91cf\u5206\u6790\u800c\u975e\u5168\u91cf\u9012\u5f52\u5361\u6b7b；\u5e76\u63d0\u4f9b**"\u5220\u524d\u81ea\u52a8\u635e"\u53ef\u9009\u5b50\u6d41\u7a0b**\u2014\u2014\u8dd1\u4e0a\u9762\u7684\u9884\u7b5b\u811a\u672c（\u53ea\u8bfb\u3001\u96f6 token），\u5148\u635e\u5931\u8d25\u6559\u8bad \/ \u9ad8\u9891\u6846\u67b6，\u518d\u8ba9\u4f60\u624b\u52a8\u5220\u539f\u59cb\u65e5\u5fd7\u3002<\/p>\n

          \u4e00\u6b21\u626b\u63cf\u7684\u8f93\u51fa\u7247\u6bb5（\u8131\u654f\u8282\u9009）：<\/p>\n

          C: \u7cfb\u7edf\u76d8\u957f\u671f\u4f4e\u4e8e 15% \u8b66\u6212\u7ebf
          \nWorkBuddy traces+logs: TOTAL ~3-4 GB [GREEN] safe to delete
          \n===== \u5206\u6863\u62a5\u544a =====
          \n🟢 \u53ef\u7acb\u5373\u6e05\u7406: traces\/logs + \u66f4\u65b0\u5668\u7f13\u5b58 + Temp
          \n🟡 \u770b\u60c5\u51b5: \u5e94\u7528 Cache \u5b50\u76ee\u5f55
          \n🔴 \u5343\u4e07\u522b\u52a8: binaries \u8fd0\u884c\u65f6 + skills\/memory<\/p>\n

          \u628a\u53ef\u5220\u8def\u5f84\u6574\u7406\u6210\u7eaf\u6587\u672c\u6e05\u5355，Ctrl+A \u5168\u9009\u590d\u5236\u5230\u8d44\u6e90\u7ba1\u7406\u5668\u5730\u5740\u680f\u5373\u53ef\u7cbe\u51c6\u5b9a\u4f4d（\u8def\u5f84\u5df2\u8131\u654f，\u7528\u5360\u4f4d\u7b26\u4ee3\u66ff\u771f\u5b9e id \/ \u7528\u6237\u540d）：<\/p>\n

          C:\\\\ProgramData\\\\WorkBuddy\\\\users\\\\<id>\\\\.workbuddy\\\\traces
          \nC:\\\\ProgramData\\\\WorkBuddy\\\\users\\\\<id>\\\\.workbuddy\\\\logs
          \nC:\\\\Users\\\\<\u4f60\u7684\u7528\u6237\u540d>\\\\.workbuddy\\\\traces
          \nC:\\\\Users\\\\<\u4f60\u7684\u7528\u6237\u540d>\\\\.workbuddy\\\\logs
          \nC:\\\\Users\\\\<\u4f60\u7684\u7528\u6237\u540d>\\\\AppData\\\\Local\\\\@genieworkbuddy-desktop-updater<\/p>\n

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          \u4e03\u3001\u53c2\u8003\u8bba\u6587（arXiv \u524d\u6cbf）<\/h3>\n\n\u8bba\u6587\u4f5c\u8005arXiv\u5e74\u4efd\/\u4f1a\u8bae\u4e0e\u672c\u6587\u5173\u7cfb\u94fe\u63a5<\/tr>\n\n\n\n\n\n\n\n
          MemGPT: Towards LLMs as Operating Systems<\/td>\nCharles Packer et al.<\/td>\n2310.08560<\/td>\n2023<\/td>\n\u5c42\u7ea7\u865a\u62df\u5185\u5b58\/\u8bb0\u5fc6\u5206\u5c42；\u652f\u6491"\u8d44\u4ea7\u5c42 vs \u8bb0\u5f55\u5c42"\u5212\u5206<\/td>\n\u94fe\u63a5<\/td>\n<\/tr>\n
          Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory<\/td>\nPrateek Chhikara et al.<\/td>\n2504.19413<\/td>\n2025<\/td>\n\u751f\u4ea7\u7ea7\u6301\u4e45\u8bb0\u5fc6，\u7701\u4e0a\u4e0b\u6587 token；\u652f\u6491"\u8bb0\u5fc6\u662f\u8d44\u4ea7，\u5e94\u7ed3\u6784\u5316\u4fdd\u7559"<\/td>\n\u94fe\u63a5<\/td>\n<\/tr>\n
          A-MEM: Agentic Memory for LLM Agents<\/td>\nWujiang Xu et al.<\/td>\n2502.12110<\/td>\nNeurIPS 2025<\/td>\n\u52a8\u6001\u6f14\u5316\u8bb0\u5fc6（Zettelkasten）；\u652f\u6491"\u8bb0\u5f55\u5e94\u968f\u65b0\u7ecf\u9a8c\u6f14\u5316\u3001\u5148\u7b5b\u540e\u70bc"<\/td>\n\u94fe\u63a5<\/td>\n<\/tr>\n
          H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models<\/td>\nZhenyu Zhang et al.<\/td>\n2306.14048<\/td>\n2023<\/td>\nKV cache \u9a71\u9010：\u4fdd\u7559\u91cd\u4ee4\u724c\u3001\u9a71\u9010\u5176\u4f59；\u7c7b\u6bd4"\u53ea\u7559\u6838\u5fc3\u8d44\u4ea7，\u6e05\u8bb0\u5f55"<\/td>\n\u94fe\u63a5<\/td>\n<\/tr>\n
          LLM in a flash: Efficient Large Language Model Inference with Limited Memory<\/td>\nKeivan Alizadeh et al.<\/td>\n2312.11514<\/td>\n2023<\/td>\n\u95ea\u5b58\u5f53\u6269\u5c55\u5185\u5b58 + \u7a97\u53e3\u5316\/\u6346\u7ed1；\u652f\u6491"\u78c1\u76d8\u5206\u5c42 = \u6162\u901f\u6269\u5c55\u5185\u5b58"<\/td>\n\u94fe\u63a5<\/td>\n<\/tr>\n
          LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models<\/td>\nHuiqiang Jiang et al.<\/td>\n2310.05736<\/td>\nEMNLP 2023<\/td>\n\u63d0\u793a\u538b\u7f29\u7ea6 20 \u500d；\u652f\u6491"\u4e0a\u4e0b\u6587\u538b\u7f29 = \u5b9a\u671f\u6e05\u7406\u5197\u4f59\u8bb0\u5f55"<\/td>\n\u94fe\u63a5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

          \u7559\u7ed9\u4f60\u601d\u8003\u7684\u4e09\u4e2a\u95ee\u9898<\/p>\n

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        • \u4f60\u624b\u673a\/\u7535\u8111\u4e0a\u8fd8\u6709\u54ea\u4e9b"AI \u4ea7\u7269\u7684\u8349\u7a3f\u7eb8"（\u804a\u5929\u5bfc\u51fa\u7684\u4e34\u65f6\u6587\u4ef6\u3001\u6a21\u578b\u7f13\u5b58\u3001\u65e5\u5fd7）\u5728\u6084\u6084\u5403\u76d8？\u80fd\u4e0d\u80fd\u4e5f\u7528"\u8d44\u4ea7 vs \u8bb0\u5f55"\u4e8c\u5206\u6cd5\u7edf\u4e00\u6cbb\u7406？<\/li>\n
        • \u5f53 AI \u7684"\u957f\u671f\u8bb0\u5fc6"\u8d8a\u5b58\u8d8a\u591a，\u4f1a\u4e0d\u4f1a\u50cf\u4eba\u7c7b\u4e00\u6837\u51fa\u73b0\u8bb0\u5fc6\u8fc7\u8f7d？A-MEM \u7684"\u52a8\u6001\u6f14\u5316"\u662f\u4e0d\u662f\u6bd4"\u65e0\u9650\u4fdd\u7559"\u66f4\u63a5\u8fd1\u7406\u60f3\u72b6\u6001？\u4f60\u600e\u4e48\u770b"\u8be5\u5fd8\u7684\u5fd8\u6389"\u8fd9\u4ef6\u4e8b？<\/li>\n","protected":false},"excerpt":{"rendered":"

          \u4f60\u6709\u6ca1\u6709\u53d1\u73b0：\u88c5\u4e86 AI \u7f16\u7801\u52a9\u624b\u4e4b\u540e，C \u76d8\u50cf\u88ab\u6084\u6084\u5438\u8d70\u4e86\u4e00\u5757？\u67d0\u5929\u4e00\u67e5，C:\\\\ProgramData\\\\WorkBuddy \u52a0\u7528\u6237\u7ea7 .workbuddy \u5c45\u7136\u5403\u4e86 10 GB \u4ee5\u4e0a\u3002\u5220\u53c8\u4e0d\u6562\u5220，\u7559\u7740\u53c8\u53d1\u614c\u3002
          \n\u8fd9\u7bc7\u6587\u7ae0\u4e0d\u704c\u9e21\u6c64，\u76f4\u63a5\u7528\u4e00\u53f0\u5b9e\u6d4b\u673a\u7684\u8131\u654f\u6570\u636e，\u628a AI \u52a9\u624b\u7684\\”\u5185\u5b58\u5360\u7528\u6784\u9020\\”\u62c6\u7ed9\u4f60\u770b：\u54ea\u4e9b\u662f\u503c\u5f97\u7559\u7684\u8d44\u4ea7\u4e0e workspace，\u54ea\u4e9b\u662f\u53ef\u4ee5<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[9098,174,50,190],"topic":[],"class_list":["post-106016","post","type-post","status-publish","format-standard","hentry","category-server","tag-it","tag-c","tag-50","tag-190"],"yoast_head":"\nWorkbuddy\u8d8a\u7528\u8d8a\u5360 C \u76d8\uff1f\u62c6\u89e3\u5185\u5b58\u6784\u9020\u3001\u6e05\u7406\u7b56\u7565\u4e0e\u5220\u524d\u5fc5\u505a - \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\/106016.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Workbuddy\u8d8a\u7528\u8d8a\u5360 C \u76d8\uff1f\u62c6\u89e3\u5185\u5b58\u6784\u9020\u3001\u6e05\u7406\u7b56\u7565\u4e0e\u5220\u524d\u5fc5\u505a - 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