[{"data":1,"prerenderedAt":3630},["ShallowReactive",2],{"docs:setup/macos-installation":3,"content-manifest":1123},{"id":4,"title":5,"body":6,"category":1107,"date":1108,"description":1109,"extension":1110,"meta":1111,"navigation":193,"path":1112,"seo":1113,"source":1108,"sourceName":1108,"sourceType":1114,"stem":1115,"tags":1116,"updatedAt":1121,"__hash__":1122},"docs/docs/setup/macos-installation.md","macOS 安装指南",{"type":7,"value":8,"toc":1066},"minimark",[9,13,17,21,88,91,96,99,142,145,158,162,165,212,216,219,237,241,245,248,274,277,280,291,294,298,301,389,392,406,410,468,471,474,495,498,564,568,571,574,591,594,629,632,670,673,676,679,691,694,697,705,708,712,715,745,749,800,804,865,868,941,944,948,971,975,990,993,1038,1041,1062],[10,11,5],"h1",{"id":12},"macos-安装指南",[14,15,16],"p",{},"macOS 是体验 OpenClaw 的最佳平台之一。这一页提供在 macOS 上安装和配置 OpenClaw 的完整指南。",[18,19,20],"h2",{"id":20},"系统要求",[22,23,24,40],"table",{},[25,26,27],"thead",{},[28,29,30,34,37],"tr",{},[31,32,33],"th",{},"要求",[31,35,36],{},"最低配置",[31,38,39],{},"推荐配置",[41,42,43,55,66,77],"tbody",{},[28,44,45,49,52],{},[46,47,48],"td",{},"macOS 版本",[46,50,51],{},"macOS 12 (Monterey)",[46,53,54],{},"macOS 14 (Sonoma)",[28,56,57,60,63],{},[46,58,59],{},"芯片",[46,61,62],{},"Intel Core i5",[46,64,65],{},"Apple Silicon (M1/M2/M3)",[28,67,68,71,74],{},[46,69,70],{},"内存",[46,72,73],{},"8 GB",[46,75,76],{},"16 GB 或更多",[28,78,79,82,85],{},[46,80,81],{},"存储空间",[46,83,84],{},"5 GB",[46,86,87],{},"10 GB 或更多",[18,89,90],{"id":90},"安装方式",[92,93,95],"h3",{"id":94},"方式一官方安装脚本推荐","方式一：官方安装脚本（推荐）",[14,97,98],{},"打开终端，执行：",[100,101,106],"pre",{"className":102,"code":103,"language":104,"meta":105,"style":105},"language-bash shiki shiki-themes github-light github-dark","curl -fsSL --proto '=https' --tlsv1.2 https://openclaw.ai/install.sh | bash\n","bash","",[107,108,109],"code",{"__ignoreMap":105},[110,111,114,118,122,125,129,132,135,139],"span",{"class":112,"line":113},"line",1,[110,115,117],{"class":116},"sScJk","curl",[110,119,121],{"class":120},"sj4cs"," -fsSL",[110,123,124],{"class":120}," --proto",[110,126,128],{"class":127},"sZZnC"," '=https'",[110,130,131],{"class":120}," --tlsv1.2",[110,133,134],{"class":127}," https://openclaw.ai/install.sh",[110,136,138],{"class":137},"szBVR"," |",[110,140,141],{"class":116}," bash\n",[14,143,144],{},"这个脚本会：",[146,147,148,152,155],"ul",{},[149,150,151],"li",{},"检测并安装 Node.js 22+",[149,153,154],{},"安装 OpenClaw CLI",[149,156,157],{},"引导完成首次配置",[92,159,161],{"id":160},"方式二homebrew","方式二：Homebrew",[14,163,164],{},"如果你使用 Homebrew：",[100,166,168],{"className":102,"code":167,"language":104,"meta":105,"style":105},"# 添加 tap\nbrew tap openclaw/tap\n\n# 安装 OpenClaw\nbrew install openclaw\n",[107,169,170,176,188,195,201],{"__ignoreMap":105},[110,171,172],{"class":112,"line":113},[110,173,175],{"class":174},"sJ8bj","# 添加 tap\n",[110,177,179,182,185],{"class":112,"line":178},2,[110,180,181],{"class":116},"brew",[110,183,184],{"class":127}," tap",[110,186,187],{"class":127}," openclaw/tap\n",[110,189,191],{"class":112,"line":190},3,[110,192,194],{"emptyLinePlaceholder":193},true,"\n",[110,196,198],{"class":112,"line":197},4,[110,199,200],{"class":174},"# 安装 OpenClaw\n",[110,202,204,206,209],{"class":112,"line":203},5,[110,205,181],{"class":116},[110,207,208],{"class":127}," install",[110,210,211],{"class":127}," openclaw\n",[92,213,215],{"id":214},"方式三npm-全局安装","方式三：npm 全局安装",[14,217,218],{},"如果你已有 Node.js 22+ 环境：",[100,220,222],{"className":102,"code":221,"language":104,"meta":105,"style":105},"npm install -g openclaw@latest\n",[107,223,224],{"__ignoreMap":105},[110,225,226,229,231,234],{"class":112,"line":113},[110,227,228],{"class":116},"npm",[110,230,208],{"class":127},[110,232,233],{"class":120}," -g",[110,235,236],{"class":127}," openclaw@latest\n",[18,238,240],{"id":239},"apple-silicon-优化","Apple Silicon 优化",[92,242,244],{"id":243},"原生-arm64-支持","原生 ARM64 支持",[14,246,247],{},"OpenClaw 完全支持 Apple Silicon (M1/M2/M3) 原生运行：",[100,249,251],{"className":102,"code":250,"language":104,"meta":105,"style":105},"# 验证架构\nnode -p \"process.arch\"\n# 应输出: arm64\n",[107,252,253,258,269],{"__ignoreMap":105},[110,254,255],{"class":112,"line":113},[110,256,257],{"class":174},"# 验证架构\n",[110,259,260,263,266],{"class":112,"line":178},[110,261,262],{"class":116},"node",[110,264,265],{"class":120}," -p",[110,267,268],{"class":127}," \"process.arch\"\n",[110,270,271],{"class":112,"line":190},[110,272,273],{"class":174},"# 应输出: arm64\n",[92,275,276],{"id":276},"性能优势",[14,278,279],{},"Apple Silicon 芯片在以下方面表现优异：",[146,281,282,285,288],{},[149,283,284],{},"本地模型推理速度",[149,286,287],{},"内存效率",[149,289,290],{},"电池续航",[18,292,293],{"id":293},"配置环境",[92,295,297],{"id":296},"安装-nodejs","安装 Node.js",[14,299,300],{},"推荐使用 nvm 管理 Node.js：",[100,302,304],{"className":102,"code":303,"language":104,"meta":105,"style":105},"# 安装 nvm\ncurl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.0/install.sh | bash\n\n# 安装 Node.js 22\nnvm install 22\nnvm use 22\nnvm alias default 22\n\n# 验证\nnode -v  # 应显示 v22.x.x\n",[107,305,306,311,325,329,334,344,354,367,372,378],{"__ignoreMap":105},[110,307,308],{"class":112,"line":113},[110,309,310],{"class":174},"# 安装 nvm\n",[110,312,313,315,318,321,323],{"class":112,"line":178},[110,314,117],{"class":116},[110,316,317],{"class":120}," -o-",[110,319,320],{"class":127}," https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.0/install.sh",[110,322,138],{"class":137},[110,324,141],{"class":116},[110,326,327],{"class":112,"line":190},[110,328,194],{"emptyLinePlaceholder":193},[110,330,331],{"class":112,"line":197},[110,332,333],{"class":174},"# 安装 Node.js 22\n",[110,335,336,339,341],{"class":112,"line":203},[110,337,338],{"class":116},"nvm",[110,340,208],{"class":127},[110,342,343],{"class":120}," 22\n",[110,345,347,349,352],{"class":112,"line":346},6,[110,348,338],{"class":116},[110,350,351],{"class":127}," use",[110,353,343],{"class":120},[110,355,357,359,362,365],{"class":112,"line":356},7,[110,358,338],{"class":116},[110,360,361],{"class":127}," alias",[110,363,364],{"class":127}," default",[110,366,343],{"class":120},[110,368,370],{"class":112,"line":369},8,[110,371,194],{"emptyLinePlaceholder":193},[110,373,375],{"class":112,"line":374},9,[110,376,377],{"class":174},"# 验证\n",[110,379,381,383,386],{"class":112,"line":380},10,[110,382,262],{"class":116},[110,384,385],{"class":120}," -v",[110,387,388],{"class":174},"  # 应显示 v22.x.x\n",[14,390,391],{},"或使用 Homebrew：",[100,393,395],{"className":102,"code":394,"language":104,"meta":105,"style":105},"brew install node@22\n",[107,396,397],{"__ignoreMap":105},[110,398,399,401,403],{"class":112,"line":113},[110,400,181],{"class":116},[110,402,208],{"class":127},[110,404,405],{"class":127}," node@22\n",[92,407,409],{"id":408},"配置-git","配置 Git",[100,411,413],{"className":102,"code":412,"language":104,"meta":105,"style":105},"# 安装 Xcode Command Line Tools\nxcode-select --install\n\n# 配置 Git\ngit config --global user.name \"Your Name\"\ngit config --global user.email \"your@email.com\"\n",[107,414,415,420,428,432,437,454],{"__ignoreMap":105},[110,416,417],{"class":112,"line":113},[110,418,419],{"class":174},"# 安装 Xcode Command Line Tools\n",[110,421,422,425],{"class":112,"line":178},[110,423,424],{"class":116},"xcode-select",[110,426,427],{"class":120}," --install\n",[110,429,430],{"class":112,"line":190},[110,431,194],{"emptyLinePlaceholder":193},[110,433,434],{"class":112,"line":197},[110,435,436],{"class":174},"# 配置 Git\n",[110,438,439,442,445,448,451],{"class":112,"line":203},[110,440,441],{"class":116},"git",[110,443,444],{"class":127}," config",[110,446,447],{"class":120}," --global",[110,449,450],{"class":127}," user.name",[110,452,453],{"class":127}," \"Your Name\"\n",[110,455,456,458,460,462,465],{"class":112,"line":346},[110,457,441],{"class":116},[110,459,444],{"class":127},[110,461,447],{"class":120},[110,463,464],{"class":127}," user.email",[110,466,467],{"class":127}," \"your@email.com\"\n",[18,469,470],{"id":470},"首次运行",[92,472,473],{"id":473},"初始化",[100,475,477],{"className":102,"code":476,"language":104,"meta":105,"style":105},"# 运行 onboarding\nopenclaw onboard --install-daemon\n",[107,478,479,484],{"__ignoreMap":105},[110,480,481],{"class":112,"line":113},[110,482,483],{"class":174},"# 运行 onboarding\n",[110,485,486,489,492],{"class":112,"line":178},[110,487,488],{"class":116},"openclaw",[110,490,491],{"class":127}," onboard",[110,493,494],{"class":120}," --install-daemon\n",[92,496,497],{"id":497},"验证安装",[100,499,501],{"className":102,"code":500,"language":104,"meta":105,"style":105},"# 检查状态\nopenclaw doctor\n\n# 查看版本\nopenclaw version\n\n# 启动服务\nopenclaw start\n\n# 打开控制台\nopenclaw dashboard\n",[107,502,503,508,515,519,524,531,535,540,547,551,556],{"__ignoreMap":105},[110,504,505],{"class":112,"line":113},[110,506,507],{"class":174},"# 检查状态\n",[110,509,510,512],{"class":112,"line":178},[110,511,488],{"class":116},[110,513,514],{"class":127}," doctor\n",[110,516,517],{"class":112,"line":190},[110,518,194],{"emptyLinePlaceholder":193},[110,520,521],{"class":112,"line":197},[110,522,523],{"class":174},"# 查看版本\n",[110,525,526,528],{"class":112,"line":203},[110,527,488],{"class":116},[110,529,530],{"class":127}," version\n",[110,532,533],{"class":112,"line":346},[110,534,194],{"emptyLinePlaceholder":193},[110,536,537],{"class":112,"line":356},[110,538,539],{"class":174},"# 启动服务\n",[110,541,542,544],{"class":112,"line":369},[110,543,488],{"class":116},[110,545,546],{"class":127}," start\n",[110,548,549],{"class":112,"line":374},[110,550,194],{"emptyLinePlaceholder":193},[110,552,553],{"class":112,"line":380},[110,554,555],{"class":174},"# 打开控制台\n",[110,557,559,561],{"class":112,"line":558},11,[110,560,488],{"class":116},[110,562,563],{"class":127}," dashboard\n",[18,565,567],{"id":566},"macos-companion-app","macOS Companion App",[14,569,570],{},"OpenClaw 提供了原生 macOS 应用，提供更好的桌面体验：",[92,572,573],{"id":573},"功能特点",[146,575,576,579,582,585,588],{},[149,577,578],{},"原生 macOS 界面",[149,580,581],{},"菜单栏快捷访问",[149,583,584],{},"系统通知集成",[149,586,587],{},"快捷键支持",[149,589,590],{},"自动启动选项",[92,592,90],{"id":593},"安装方式-1",[100,595,597],{"className":102,"code":596,"language":104,"meta":105,"style":105},"# 通过 Homebrew 安装\nbrew install --cask openclaw\n\n# 或下载 DMG\n# https://openclaw.ai/download/macos\n",[107,598,599,604,615,619,624],{"__ignoreMap":105},[110,600,601],{"class":112,"line":113},[110,602,603],{"class":174},"# 通过 Homebrew 安装\n",[110,605,606,608,610,613],{"class":112,"line":178},[110,607,181],{"class":116},[110,609,208],{"class":127},[110,611,612],{"class":120}," --cask",[110,614,211],{"class":127},[110,616,617],{"class":112,"line":190},[110,618,194],{"emptyLinePlaceholder":193},[110,620,621],{"class":112,"line":197},[110,622,623],{"class":174},"# 或下载 DMG\n",[110,625,626],{"class":112,"line":203},[110,627,628],{"class":174},"# https://openclaw.ai/download/macos\n",[92,630,631],{"id":631},"配置自动启动",[100,633,635],{"className":102,"code":634,"language":104,"meta":105,"style":105},"# 设置开机启动\nopenclaw autostart enable\n\n# 取消开机启动\nopenclaw autostart disable\n",[107,636,637,642,652,656,661],{"__ignoreMap":105},[110,638,639],{"class":112,"line":113},[110,640,641],{"class":174},"# 设置开机启动\n",[110,643,644,646,649],{"class":112,"line":178},[110,645,488],{"class":116},[110,647,648],{"class":127}," autostart",[110,650,651],{"class":127}," enable\n",[110,653,654],{"class":112,"line":190},[110,655,194],{"emptyLinePlaceholder":193},[110,657,658],{"class":112,"line":197},[110,659,660],{"class":174},"# 取消开机启动\n",[110,662,663,665,667],{"class":112,"line":203},[110,664,488],{"class":116},[110,666,648],{"class":127},[110,668,669],{"class":127}," disable\n",[18,671,672],{"id":672},"权限配置",[92,674,675],{"id":675},"文件系统访问",[14,677,678],{},"macOS 可能需要授权文件系统访问：",[680,681,682,685,688],"ol",{},[149,683,684],{},"系统偏好设置 → 安全性与隐私 → 隐私",[149,686,687],{},"选择\"完全磁盘访问\"",[149,689,690],{},"添加 Terminal 或 OpenClaw 应用",[92,692,693],{"id":693},"网络权限",[14,695,696],{},"首次启动时，macOS 会请求网络权限：",[146,698,699,702],{},[149,700,701],{},"允许传入连接（用于本地服务）",[149,703,704],{},"允许传出连接（用于 API 调用）",[18,706,707],{"id":707},"常见问题",[92,709,711],{"id":710},"无法验证开发者","\"无法验证开发者\"",[14,713,714],{},"如果遇到安全提示：",[100,716,718],{"className":102,"code":717,"language":104,"meta":105,"style":105},"# 允许运行\nxattr -cr /Applications/OpenClaw.app\n\n# 或在系统偏好设置中允许\n",[107,719,720,725,736,740],{"__ignoreMap":105},[110,721,722],{"class":112,"line":113},[110,723,724],{"class":174},"# 允许运行\n",[110,726,727,730,733],{"class":112,"line":178},[110,728,729],{"class":116},"xattr",[110,731,732],{"class":120}," -cr",[110,734,735],{"class":127}," /Applications/OpenClaw.app\n",[110,737,738],{"class":112,"line":190},[110,739,194],{"emptyLinePlaceholder":193},[110,741,742],{"class":112,"line":197},[110,743,744],{"class":174},"# 或在系统偏好设置中允许\n",[92,746,748],{"id":747},"homebrew-安装失败","Homebrew 安装失败",[100,750,752],{"className":102,"code":751,"language":104,"meta":105,"style":105},"# 更新 Homebrew\nbrew update\n\n# 清理缓存\nbrew cleanup\n\n# 重新安装\nbrew reinstall openclaw\n",[107,753,754,759,766,770,775,782,786,791],{"__ignoreMap":105},[110,755,756],{"class":112,"line":113},[110,757,758],{"class":174},"# 更新 Homebrew\n",[110,760,761,763],{"class":112,"line":178},[110,762,181],{"class":116},[110,764,765],{"class":127}," update\n",[110,767,768],{"class":112,"line":190},[110,769,194],{"emptyLinePlaceholder":193},[110,771,772],{"class":112,"line":197},[110,773,774],{"class":174},"# 清理缓存\n",[110,776,777,779],{"class":112,"line":203},[110,778,181],{"class":116},[110,780,781],{"class":127}," cleanup\n",[110,783,784],{"class":112,"line":346},[110,785,194],{"emptyLinePlaceholder":193},[110,787,788],{"class":112,"line":356},[110,789,790],{"class":174},"# 重新安装\n",[110,792,793,795,798],{"class":112,"line":369},[110,794,181],{"class":116},[110,796,797],{"class":127}," reinstall",[110,799,211],{"class":127},[92,801,803],{"id":802},"nodejs-版本问题","Node.js 版本问题",[100,805,807],{"className":102,"code":806,"language":104,"meta":105,"style":105},"# 检查 Node 版本\nnode -v\n\n# 如果版本过低，更新 Node\nbrew upgrade node\n\n# 或使用 nvm\nnvm install 22\nnvm use 22\n",[107,808,809,814,821,825,830,840,844,849,857],{"__ignoreMap":105},[110,810,811],{"class":112,"line":113},[110,812,813],{"class":174},"# 检查 Node 版本\n",[110,815,816,818],{"class":112,"line":178},[110,817,262],{"class":116},[110,819,820],{"class":120}," -v\n",[110,822,823],{"class":112,"line":190},[110,824,194],{"emptyLinePlaceholder":193},[110,826,827],{"class":112,"line":197},[110,828,829],{"class":174},"# 如果版本过低，更新 Node\n",[110,831,832,834,837],{"class":112,"line":203},[110,833,181],{"class":116},[110,835,836],{"class":127}," upgrade",[110,838,839],{"class":127}," node\n",[110,841,842],{"class":112,"line":346},[110,843,194],{"emptyLinePlaceholder":193},[110,845,846],{"class":112,"line":356},[110,847,848],{"class":174},"# 或使用 nvm\n",[110,850,851,853,855],{"class":112,"line":369},[110,852,338],{"class":116},[110,854,208],{"class":127},[110,856,343],{"class":120},[110,858,859,861,863],{"class":112,"line":374},[110,860,338],{"class":116},[110,862,351],{"class":127},[110,864,343],{"class":120},[92,866,867],{"id":867},"端口被占用",[100,869,871],{"className":102,"code":870,"language":104,"meta":105,"style":105},"# 查找占用端口的进程\nlsof -i :3000\n\n# 终止进程\nkill -9 \u003CPID>\n\n# 或使用其他端口\nopenclaw start --port 3001\n",[107,872,873,878,889,893,898,919,923,928],{"__ignoreMap":105},[110,874,875],{"class":112,"line":113},[110,876,877],{"class":174},"# 查找占用端口的进程\n",[110,879,880,883,886],{"class":112,"line":178},[110,881,882],{"class":116},"lsof",[110,884,885],{"class":120}," -i",[110,887,888],{"class":127}," :3000\n",[110,890,891],{"class":112,"line":190},[110,892,194],{"emptyLinePlaceholder":193},[110,894,895],{"class":112,"line":197},[110,896,897],{"class":174},"# 终止进程\n",[110,899,900,903,906,909,912,916],{"class":112,"line":203},[110,901,902],{"class":120},"kill",[110,904,905],{"class":120}," -9",[110,907,908],{"class":137}," \u003C",[110,910,911],{"class":127},"PI",[110,913,915],{"class":914},"sVt8B","D",[110,917,918],{"class":137},">\n",[110,920,921],{"class":112,"line":346},[110,922,194],{"emptyLinePlaceholder":193},[110,924,925],{"class":112,"line":356},[110,926,927],{"class":174},"# 或使用其他端口\n",[110,929,930,932,935,938],{"class":112,"line":369},[110,931,488],{"class":116},[110,933,934],{"class":127}," start",[110,936,937],{"class":120}," --port",[110,939,940],{"class":120}," 3001\n",[18,942,943],{"id":943},"卸载",[92,945,947],{"id":946},"通过-homebrew-卸载","通过 Homebrew 卸载",[100,949,951],{"className":102,"code":950,"language":104,"meta":105,"style":105},"brew uninstall openclaw\nbrew 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的差别在哪里，以及群组响应策略该怎么收敛。","/docs/manual/discord-and-slack",[1140,1348,1417,1284,1418],"slack","team",{"title":1420,"description":1421,"path":1422,"category":1281,"updatedAt":1121,"sourceType":1114,"tags":1423},"Exec 工具、apply_patch 与执行审批","基于官方 exec、apply_patch 和 exec approvals 文档，解释高权限工具如何工作，为什么审批是硬边界，以及哪些配置最值得先看。","/docs/manual/exec-tools-and-approvals",[1424,1425,1426,1141,1161],"exec","apply-patch","approvals",{"title":1428,"description":1429,"path":1430,"category":1281,"updatedAt":1325,"sourceType":1114,"tags":1431},"从 Skills 到 Workflows：OpenClaw 扩展栈完整地图","把 Skills、Tools、插件、Hooks、ClawHub、OpenProse、Lobster 和审批流程收成一张扩展地图，帮助你判断什么时候该引入哪一层复杂度。","/docs/manual/extension-stack-full-map",[1153,1141,1239,1241,1432,1426],"workflows",{"title":1434,"description":1435,"path":1436,"category":1324,"updatedAt":1325,"sourceType":1114,"tags":1437},"Telegram forum topic、群 session 和 thread key 应该怎么一起看","基于最新官方 Groups 与 Channel Routing 文档，整理 Telegram forum topic 在 OpenClaw 里的 session key 形态、topic 级上下文隔离和群触发边界，帮助团队理解“同一群里的不同 topic”为什么已经不是同一条会话。","/docs/manual/forum-topics-and-group-session-keys",[1346,1438,1439,1301,1328],"forum-topics","sessions",{"title":1441,"description":1442,"path":1443,"category":1281,"updatedAt":1325,"sourceType":1114,"tags":1444},"从第一次跑通到长期运行：OpenClaw 的完整系统地图","把安装、Gateway、控制面、渠道、模型、记忆、自动化和长期维护放到一条完整主线上，帮助你从“先跑起来”过渡到“长期稳定使用”。","/docs/manual/from-first-run-to-long-running-system",[1151,1138,1140,1255,1142,1187],{"title":1446,"description":1447,"path":1448,"category":1281,"updatedAt":1315,"sourceType":1114,"tags":1449},"Headless nodes 和设备宿主边界怎么分","基于最新官方 Nodes、Architecture 与 Pairing 文档，解释 headless nodes、普通设备节点和 Gateway 之间的职责差异，帮助团队理解“能力跑在哪台机器上”这条边界。","/docs/manual/headless-node-hosts-and-device-boundaries",[1292,1450,1451,1452,1138],"headless","pairing","devices",{"title":1454,"description":1455,"path":1456,"category":1281,"updatedAt":1204,"sourceType":1114,"tags":1457},"Hooks 生命周期与事件类型","基于最新官方 Hooks 文档，解释 agent:bootstrap、session start/end、/new、/reset 等生命周期事件分别适合放什么逻辑，以及什么时候该用 hook pack 或插件托管 hooks。","/docs/manual/hook-lifecycle-events",[1241,1458,1459,1187,1239],"lifecycle","events",{"title":1461,"description":1462,"path":1463,"category":1281,"updatedAt":1190,"sourceType":1114,"tags":1464},"Hooks 能做什么","从中文用户角度理解 OpenClaw 里的 hooks，不把它只看成技术细节，而看成自动化扩展点。","/docs/manual/hooks-overview",[1241,1187,1432,1459],{"title":1466,"description":1467,"path":1468,"category":1281,"updatedAt":1298,"sourceType":1114,"tags":1469},"消息入口的去重、合并和排队是怎么工作的","基于最新官方 Messages 文档，解释 OpenClaw 的 inbound dedupe、inbound debounce、active-run queue 和 outbound chunking 各自解决什么问题，避免把“回复慢”都误判成模型问题。","/docs/manual/inbound-dedupe-and-debounce",[1470,1471,1472,1473,1474],"messages","queueing","dedupe","debounce","delivery",{"title":1476,"description":1477,"path":1478,"category":1281,"updatedAt":1247,"sourceType":1114,"tags":1479},"本地模型支持（Ollama）","使用 Ollama 在本地运行大语言模型，实现隐私优先、零成本的 AI 助手体验。","/docs/manual/local-models-ollama",[1480,1481,1482,1483,1232],"ollama","local-model","llm","privacy",{"title":1485,"description":1486,"path":1487,"category":1281,"updatedAt":1204,"sourceType":1114,"tags":1488},"节点位置能力怎么用","基于最新官方 Location Command 文档，整理 OpenClaw 的 location.get 能力、权限模式、精确位置开关，以及它和普通聊天入口的边界。","/docs/manual/location-command-nodes",[1489,1292,1335,1490,1491],"location","permissions","gps",{"title":1493,"description":1494,"path":1495,"category":1281,"updatedAt":1204,"sourceType":1114,"tags":1496},"记忆文件怎么分层加载","基于最新官方 Memory 文档，整理 OpenClaw 的 daily log、MEMORY.md、memory_search 和 memory_get 各自适合存什么，以及为什么群组上下文不该直接读长期记忆。","/docs/manual/memory-files-and-loading-boundaries",[1142,1497,1439,1498,1499],"markdown","memory_search","memory_get",{"title":1501,"description":1502,"path":1503,"category":1281,"updatedAt":1247,"sourceType":1114,"tags":1504},"memory plugin slot 和 Markdown source of truth 怎么配合","基于最新官方 Memory、CLI memory 与 Plugins 文档，解释为什么 OpenClaw 记忆的 source of truth 仍然是 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文档，解释为什么远程浏览器首次连接需要设备配对、设备身份如何记住，以及什么时候需要重新批准。","/docs/reference/control-ui-device-pairing",[1380,1451,1452,1402,1744],{"title":1994,"description":1995,"path":1996,"category":1921,"updatedAt":1325,"sourceType":1114,"tags":1997},"cron run 入队语义和 retry backoff 应该怎么理解","基于最新官方 cron CLI 与 Cron Jobs 文档，解释 openclaw cron run 为什么先返回 enqueued、何时该去看 runs，以及 recurring job 连续失败后的退避节奏。","/docs/reference/cron-run-queue-and-retry-backoff",[1729,1531,1998,1999,1927],"scheduler","queue",{"title":2001,"description":2002,"path":2003,"category":1921,"updatedAt":1682,"sourceType":1114,"tags":2004},"Dashboard 的 SecretRef token、sessionStorage 和非 token 化 URL 应该怎么理解","基于最新官方 Dashboard 文档，解释 openclaw dashboard 在普通 token、SecretRef token 和远程入口下分别如何引导认证，以及为什么当前浏览器标签页的 sessionStorage 行为很关键。","/docs/reference/dashboard-secretref-and-sessionstorage",[1193,1401,2005,2006,1400],"secretref","sessionStorage",{"title":2008,"description":2009,"path":2010,"category":2011,"updatedAt":1121,"sourceType":1114,"tags":2012},"调试、运行时覆盖与开发排障","基于官方 debugging 和 FAQ 文档，整理 `/debug`、watch 模式、dev profile 以及排查流式输出异常时最值得先看的入口。","/docs/reference/debugging-and-runtime-overrides","排错",[2013,2014,2015,1763,1520],"debugging","debug","runtime-overrides",{"title":2017,"description":2018,"path":2019,"category":1921,"updatedAt":1298,"sourceType":1114,"tags":2020},"Diagnostics flags 和定向日志应该怎么用","基于最新官方 Diagnostics Flags 与 Logging 文档，解释 OpenClaw 如何用 diagnostics.flags 和 OPENCLAW_DIAGNOSTICS 打开定向调试日志，以及为什么这比全局 verbose 更适合长期排障。","/docs/reference/diagnostics-flags-and-targeted-logs",[1933,2021,2022,2014,1927],"logging","flags",{"title":2024,"description":2025,"path":2026,"category":1921,"updatedAt":1298,"sourceType":1114,"tags":2027},"dmScope 和 identityLinks 应该怎么一起用","基于最新官方会话管理文档，解释 OpenClaw 的 dmScope 四种模式、identityLinks 的真实作用，以及为什么多人 DM、跨渠道私聊和多账户环境不能只改一个开关。","/docs/reference/dm-scope-and-identity-links",[1319,2028,2029,1301,1927],"dmScope","identityLinks",{"title":2031,"description":2032,"path":2033,"category":1921,"updatedAt":1298,"sourceType":1114,"tags":2034},"doctor 的 repair、force 和 non-interactive 应该怎么选","基于最新官方 Doctor 文档，解释 openclaw doctor 在 interactive、--repair、--force、--yes、--non-interactive 和 --deep 之间各自会做什么，避免把修复模式混成“越猛越好”。","/docs/reference/doctor-repair-modes",[1763,1764,1933,2035,1927],"migrations",{"title":2037,"description":2038,"path":2039,"category":1921,"updatedAt":1298,"sourceType":1114,"tags":2040},"环境变量从哪里来，优先级怎么排","基于最新官方 Environment Variables 与 Configuration 文档，解释 OpenClaw 会从哪些来源读取环境变量、为什么默认不覆盖已有值，以及 `.env`、config env 和 shell import 之间真正的优先级。","/docs/reference/env-sources-and-precedence",[1625,1152,1327,2041,1927],"shell",{"title":2043,"description":2044,"path":2045,"category":1921,"updatedAt":1247,"sourceType":1135,"tags":2046},"如何结合官方文档、GitHub 和中文渠道跟踪 OpenClaw","把官方文档、GitHub Releases、Issues、中文教程站、媒体报道和中文社区解读放到同一套可信度框架里，减少信息滞后和误读。","/docs/reference/external-sources-and-trust-levels",[2047,1839,1371,2048,1841],"sources","trust",{"title":2050,"description":2051,"path":2052,"category":1921,"updatedAt":1204,"sourceType":1114,"tags":2053},"Gateway 命令与 RPC 该怎么用","基于最新官方 CLI Reference 与 Gateway protocol 文档，整理 openclaw gateway 子命令、RPC 调用边界、显式凭据要求，以及为什么它更适合被当成控制面入口而不是随手脚本助手。","/docs/reference/gateway-cli-and-rpc",[1138,2054,1584,1690,1293],"rpc",{"title":2056,"description":2057,"path":2058,"category":1921,"updatedAt":1298,"sourceType":1114,"tags":2059},"Gateway-owned pairing 和 device pairing 有什么区别","基于最新官方 Pairing 与 Gateway-owned pairing 文档，解释 node.pair.* 这套旧式网关配对和当前 WS device pairing 的真实边界，避免把两套授权机制混成一套。","/docs/reference/gateway-owned-pairing-vs-device-pairing",[1451,1452,1138,1292,1927],{"title":2061,"description":2062,"path":2063,"category":1921,"updatedAt":1682,"sourceType":1114,"tags":2064},"Gateway 为什么是 session source of truth","基于最新官方 Session 文档，解释 OpenClaw 的 session store、JSONL transcript、token 计数和 UI 查询为什么都应围绕 Gateway 理解，避免把本地浏览器、WebChat 或 operator 设备误当成真实状态源。","/docs/reference/gateway-session-source-of-truth",[1319,1138,1262,1193,1927],{"title":2066,"description":2067,"path":2068,"category":1921,"updatedAt":1325,"sourceType":1114,"tags":2069},"Gateway WebSocket 的 role 和 scope 应该怎么理解","基于最新官方 Gateway Protocol 文档，解释 OpenClaw 的 WebSocket 握手里 role、scopes、client mode 和协议版本各自在声明什么，以及为什么这条连接已经是统一控制面而不只是聊天通道。","/docs/reference/gateway-ws-roles-and-scopes",[1138,1690,2070,2071,1927],"protocol","scopes",{"title":2073,"description":2074,"path":2075,"category":1921,"updatedAt":1315,"sourceType":1114,"tags":2076},"groupPolicy、allowlist 和 mention gating 的顺序应该怎么理解","基于最新官方 Groups、Group Messages 和 Messages 文档，解释 OpenClaw 在群聊里如何按 groupPolicy、群组 allowlist 和 mention gating 三层顺序决定消息是丢弃、只进上下文，还是正式触发回复。","/docs/reference/group-policy-and-mention-gating-order",[1318,2077,1301,1537,1470],"mention",{"title":2079,"description":2080,"path":2081,"category":1921,"updatedAt":1325,"sourceType":1114,"tags":2082},"HEARTBEAT_OK、可见性控制和 quiet-hours 应该怎么一起看","基于最新官方 Heartbeat 与 Automation Troubleshooting 文档，解释 HEARTBEAT_OK 的 ack 语义、alerts-disabled 和 dm-blocked 等可见性控制，以及 quiet-hours 为什么不是故障。","/docs/reference/heartbeat-ack-and-visibility-controls",[1737,2083,2084,2085,1927],"visibility","activeHours","alerts",{"title":2087,"description":2088,"path":2089,"category":1921,"updatedAt":1315,"sourceType":1114,"tags":2090},"HTTP API、Gateway WebSocket 和 SDK 应该怎么分工","基于最新官方 API 与 Web 文档，解释 OpenClaw 里 HTTP API、Gateway WebSocket 和 SDK 各自适合什么场景，帮助团队判断当前到底应该走管理接口、实时会话层还是语言 SDK。","/docs/reference/http-api-vs-gateway-websocket-vs-sdk",[1684,1690,2091,1138,1927],"sdk",{"title":2093,"description":2094,"path":2095,"category":1921,"updatedAt":1315,"sourceType":1114,"tags":2096},"include 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各自在修正什么问题。","/docs/reference/memory-hybrid-search-and-ranking-pipeline",[1142,2110,2111,2112,2113,1927],"hybrid-search","ranking","mmr","retrieval",{"title":2115,"description":2116,"path":2117,"category":1921,"updatedAt":1247,"sourceType":1114,"tags":2118},"models status --probe 和 auth profiles 应该怎么看","基于最新官方 Models CLI 文档，解释 openclaw models status --probe、--probe-provider 与认证 profile 的关系，帮助团队区分“配置看起来对”和“当前真的能连通”。","/docs/reference/models-status-probe-and-auth-profiles",[1255,2119,1400,1411,1927],"probe",{"title":2121,"description":2122,"path":2123,"category":1921,"updatedAt":1620,"sourceType":1114,"tags":2124},"配对审批与设备授权管理","从管理员视角理解 OpenClaw 的 DM pairing、设备 pairing、allowFrom 文件和审批命令，避免把授权边界搞乱。","/docs/reference/pairing-admin",[1451,1452,1956,2125,1744],"credentials",{"title":2127,"description":2128,"path":2129,"category":1921,"updatedAt":1247,"sourceType":1114,"tags":2130},"插件安装 spec、--pin 和 update tracking 应该怎么理解","基于最新官方 plugins CLI 文档，解释 ClawHub first、npm-safe spec、--pin、prerelease opt-in 和 plugins.installs 的跟踪逻辑，帮助团队判断插件后续会按什么规则更新。","/docs/reference/plugins-install-specs-and-update-tracking",[1239,1354,228,2131,1841,1927],"pin",{"title":2133,"description":2134,"path":2135,"category":2011,"updatedAt":1204,"sourceType":1114,"tags":2136},"原始流日志怎么抓","基于最新官方 Debugging 文档，整理 OpenClaw 的 raw stream、pi-mono raw chunk 日志分别该在什么场景开启，以及如何避免把调试日志变成隐私风险。","/docs/reference/raw-stream-debugging",[2013,2137,1520,1411,1483],"raw-stream",{"title":2139,"description":2140,"path":2141,"category":1921,"updatedAt":1325,"sourceType":1114,"tags":2142},"remote auth fallback 和 tlsFingerprint 应该什么时候用","基于最新官方 Remote Access 文档，解释 gateway.remote 这套远程连接参数什么时候只是兜底、什么时候会 fail closed，以及 tlsFingerprint 在 wss 场景里真正保护什么。","/docs/reference/remote-auth-fallback-and-tls-fingerprint",[1206,2143,1400,1138,1927],"tlsFingerprint",{"title":2145,"description":2146,"path":2147,"category":1921,"updatedAt":1325,"sourceType":1114,"tags":2148},"回复机器人消息也算 mention 吗，pending history 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入口，以及什么时候该从连续主会话切到隔离模式。","/docs/reference/secure-dm-mode-and-owner-pinning",[1319,1161,2028,1451,1537],{"title":2166,"description":2167,"path":2168,"category":1921,"updatedAt":2169,"sourceType":1114,"tags":2170},"session JSONL、compaction entry 和 branch summary 应该怎么理解","基于最新官方 Session Management Deep Dive 文档，解释 OpenClaw 的 session JSONL 结构、compaction entry、branch summary 和 store counters 分别在回答什么问题，避免把 transcript 文件当成一团无结构日志。","/docs/reference/session-jsonl-and-compaction-entries","2026-04-01",[1319,2171,2172,1639,1927],"transcript","jsonl",{"title":2174,"description":2175,"path":2176,"category":1921,"updatedAt":2169,"sourceType":1114,"tags":2177},"openclaw sessions 的 store scope 和巡检方式","基于最新官方 sessions CLI 文档，解释 openclaw sessions 在默认 agent、单 agent、all-agents 和显式 store 路径下分别在看什么，以及长期运维里为什么值得把它当作 session store 巡检入口。","/docs/reference/sessions-cli-store-scope-and-audit",[1439,1584,2178,1865,1160],"store",{"title":2180,"description":2181,"path":2182,"category":1921,"updatedAt":1325,"sourceType":1114,"tags":2183},"哪些配置会被官方当成 shared-user ingress 信号","基于最新官方 security audit 文档，解释 OpenClaw 为什么会把开放 DM、群目标和 wildcard sender 规则识别成 shared-user ingress 信号，以及这些提醒真正想让你检查什么。","/docs/reference/shared-user-ingress-signals",[1161,1880,1865,2184,1927],"ingress",{"title":2186,"description":2187,"path":2188,"category":1921,"updatedAt":1204,"sourceType":1114,"tags":2189},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 openclaw status、health、logs 三组命令各自应该回答什么问题，以及值班和排障时更稳的使用顺序。","/docs/reference/status-health-and-logs",[1584,1772,2190,1520,2191],"health","troubleshooting",{"title":2193,"description":2194,"path":2195,"category":1921,"updatedAt":2169,"sourceType":1114,"tags":2196},"对话记录清理（provider fixups）到底改了什么，不改什么","基于最新官方 Transcript Hygiene 文档，解释 OpenClaw 在运行前对 transcript 做的 provider-specific fixups、图片清理、tool 调用配对修复和思考签名清理分别解决什么问题，以及为什么它不会重写磁盘 JSONL。","/docs/reference/transcript-hygiene-and-provider-fixups",[2171,2197,1411,2198,1927],"hygiene","tool-calls",{"title":2200,"description":2201,"path":2202,"category":2011,"updatedAt":1190,"sourceType":1114,"tags":2203},"故障排除与诊断思路","把 OpenClaw 常见问题按环境、入口、配置、认证和运行状态拆开，建立更高效的排查顺序。","/docs/reference/troubleshooting",[2191,1763,1772,1520],{"title":2205,"description":2206,"path":2207,"category":1921,"updatedAt":1298,"sourceType":1114,"tags":2208},"WebChat 的 history、inject 和展示边界","基于最新官方 WebChat 文档，整理 chat.history 的截断/占位规则、chat.inject 的真实用途，以及为什么 WebChat 看见的 transcript 不是原始 JSONL 的一比一镜像。","/docs/reference/webchat-history-and-inject-boundaries",[1262,2209,2210,2171,1927],"history","inject",{"title":2212,"description":2213,"path":2214,"category":1107,"updatedAt":1247,"sourceType":1114,"tags":2215},"国内云部署思路","面向中文团队整理 OpenClaw 在国内或面向国内网络环境部署时最该先判断的三件事：入口生态、模型端点和长期在线后的运维边界。","/docs/setup/china-cloud-deployment",[2216,2217,2218,2219,1791,1792],"china","cloud","deployment","feishu",{"title":2221,"description":2222,"path":2223,"category":1107,"updatedAt":1190,"sourceType":1114,"tags":2224},"部署方式怎么选","从本地安装、Docker、国内云模板和海外一键部署四类路径理解 OpenClaw 的部署选择，而不是只追求“最快装上”。","/docs/setup/deployment-options",[2218,1207,2225,2217,2226],"docker","wsl2",{"title":2228,"description":2229,"path":2230,"category":1107,"updatedAt":1630,"sourceType":1114,"tags":2231},"OpenClaw 安装与环境","按官方推荐方式安装 OpenClaw，并根据本地开发、WSL2 和生产部署场景选择合适的安装路径。","/docs/setup/installation",[1118,228,2232,2226],"install-script",{"title":2234,"description":2235,"path":2236,"category":1107,"updatedAt":1204,"sourceType":1114,"tags":2237},"安装器方式和升级路径怎么选","基于最新官方 Install 与 Updating 文档，整理 install.sh、install-cli.sh、PowerShell 安装器、全局包安装和 git 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与更明确的管理面边界。","/news/openclaw-control-surface-watch-2026-03-21","https://docs.openclaw.ai/web/control-ui",[1380,1193,1722,1451,1206],{"title":2558,"description":2559,"path":2560,"category":2479,"date":1682,"updatedAt":1682,"sourceType":1114,"source":2493,"tags":2561},"OpenClaw 正在把 Dashboard bootstrap 写成更安全的默认路径","官方最新 Dashboard 文档更明确地说明了 openclaw dashboard 在 localhost、SecretRef token 和 headless 环境里的引导行为，也让它更像正式控制面入口。","/news/openclaw-dashboard-bootstrap-watch-2026-03-26",[1193,2562,2005,1400,1380],"bootstrap",{"title":2564,"description":2565,"path":2566,"category":2479,"date":1247,"updatedAt":1247,"sourceType":1114,"source":2493,"tags":2567},"OpenClaw Web 控制面观察：Dashboard 与 WebChat 的认证引导和回流边界正在变清楚","基于 2026 年 3 月 24 日可见的官方 dashboard CLI、Web Dashboard 与 WebChat 文档，最近 Web 控制面最值得关注的变化是认证引导、SecretRef token 处理和 WebChat 回流边界正在被主动写清。","/news/openclaw-dashboard-webchat-auth-watch-2026-03-24",[1193,1262,1401,2005,1301,2568],"web",{"title":2570,"description":2571,"path":2572,"category":2272,"date":1134,"updatedAt":1134,"sourceType":1371,"source":2573,"tags":2574},"OpenClaw 开发者生态扩张观察：中文技能与本地工作流成为新增长点","基于 2026 年 3 月 16 日临时素材，整理 OpenClaw 开发者生态在中文社区中的扩展方向，重点关注中文技能、本地平台集成与企业工作流落地。","/news/openclaw-developer-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-developer-ecosystem-expansion.md",[1149,1153,1372,2216],{"title":2576,"description":2577,"path":2578,"category":2479,"date":1315,"updatedAt":1315,"sourceType":1114,"source":2579,"tags":2580},"OpenClaw 的 devices CLI 正在把设备授权写成一条完整生命周期","官方最近围绕 devices CLI 的补强，让 approve、revoke、rotate 和 fresh token 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在中文企业场景中的关注重点，包括私有化部署、安全边界、行业接入与内部工作流自动化。","/news/openclaw-enterprise-adoption-watch-2026-03-16","content/tmp/2026-03-16/openclaw-enterprise-adoption-boom.md",[1159,2218,1186,2216],{"title":2611,"description":2612,"path":2613,"category":2272,"date":1204,"updatedAt":1204,"sourceType":1114,"source":2614,"tags":2615},"OpenClaw 扩展层观察：ClawHub、插件托管 hooks 与 onboarding 勾选正在把扩展能力收拢成一条更完整链路","基于 2026 年 3 月 21 日可见的官方 Skills、ClawHub、Plugins 与 Hooks 文档，整理最近最值得中文站关注的扩展层变化：技能 registry、插件托管 hooks，以及 onboarding 阶段对推荐 hooks 的直接引导。","/news/openclaw-extension-stack-watch-2026-03-21","https://docs.openclaw.ai/automation/hooks",[1153,1354,1239,1241,1373],{"title":2617,"description":2618,"path":2619,"category":2479,"date":1315,"updatedAt":1315,"sourceType":1114,"source":2620,"tags":2621},"OpenClaw 正在把 gateway-owned pairing 的过期与轮换边界说清楚","官方最新 Gateway-owned pairing 文档把 pending request 的 5 分钟过期、fresh token 生成和 UI 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的文档更新，正在把消息入口、上下文桶、历史展示和投递节奏拆成更明确的几层。","/news/openclaw-message-surface-watch-2026-03-22","https://docs.openclaw.ai/messages",[1470,1262,1301,1474,1140],{"title":2706,"description":2707,"path":2708,"category":2479,"date":1247,"updatedAt":1247,"sourceType":1114,"source":2536,"tags":2709},"OpenClaw 模型观察：models status 正在从状态展示继续长成探活入口","基于 2026 年 3 月 24 日可见的官方 CLI 文档，最近模型层最值得关注的变化之一是 models status 已经不只负责展示主模型和 fallback，而是开始承担 auth profile 探测。","/news/openclaw-model-probe-watch-2026-03-24",[1255,2119,1411,1400,1801],{"title":2711,"description":2712,"path":2713,"category":2479,"date":1315,"updatedAt":1315,"sourceType":1114,"source":2714,"tags":2715},"OpenClaw 节点观察：headless node、普通设备节点与 Gateway 的宿主边界正在被官方写清","基于 2026 年 3 月 25 日可见的官方 Nodes、Architecture 与 Pairing 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执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[1411,1255,1292,1400,1563],{"title":2764,"description":2765,"path":2766,"category":2479,"date":1325,"updatedAt":1325,"sourceType":1114,"source":2767,"tags":2768},"OpenClaw 的 provider 故障恢复正在变成一条更清楚的梯子","官方最近围绕 Model Failover、Gateway Troubleshooting、LiteLLM 和 Cloudflare AI Gateway 的文档更新，正在把模型故障从“直接换模型”收敛成更清楚的几层：能力条件、profile 轮转、统一网关和跨模型 fallback。","/news/openclaw-provider-recovery-ladder-watch-2026-03-29","https://docs.openclaw.ai/concepts/model-failover",[1411,1926,1255,1138,1160],{"title":2770,"description":2771,"path":2772,"category":2272,"date":1204,"updatedAt":1204,"sourceType":1114,"source":2473,"tags":2773},"OpenClaw 发布观察：2026.3.13 恢复型 Release 暴露出版本跟踪里最容易忽略的三层差异","基于 2026 年 3 月 21 日可见的 GitHub Releases 页面，整理 OpenClaw 2026.3.13 恢复型 Release 的关键信号，以及中文站在跟踪版本时最该注意的 npm 版本、Git tag 和 GitHub Release 名称差异。","/news/openclaw-release-watch-2026-03-21",[1839,1840,1842,1841],{"title":2775,"description":2776,"path":2777,"category":2479,"date":1298,"updatedAt":1298,"sourceType":1114,"source":2493,"tags":2778},"OpenClaw 的远程管理员面边界越来越清楚","官方最近围绕 Dashboard、Pairing、Gateway-owned pairing 与 nodes 的文档更新，正在把远程协作、浏览器入口和设备接入的边界拆得更清楚。","/news/openclaw-remote-admin-watch-2026-03-22",[1193,1451,1292,1206,1744],{"title":2780,"description":2781,"path":2782,"category":2479,"date":1315,"updatedAt":1315,"sourceType":1114,"source":2783,"tags":2784},"OpenClaw 的 routing precedence 正在成为更明确的排障坐标系","官方最近围绕 Channel Routing 的写法，正在把 peer、thread inheritance、guild、team、account 和 channel 等命中层级固定下来，让路由排障越来越像查规则，而不是猜模型。","/news/openclaw-routing-precedence-watch-2026-03-25","https://docs.openclaw.ai/channels/channel-routing",[1301,1300,2785,1140,1302],"threads",{"title":2787,"description":2788,"path":2789,"category":2479,"date":1315,"updatedAt":1315,"sourceType":1114,"source":2790,"tags":2791},"OpenClaw Secret 观察：active 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降级开关的文档，正在把安全问题从抽象原则推向更可执行的运维边界。","/news/openclaw-security-ops-watch-2026-03-22",[1161,2157,1426,2818,1160],"proxy",{"title":2820,"description":2821,"path":2822,"category":2479,"date":2169,"updatedAt":2169,"sourceType":1114,"source":2823,"tags":2824},"OpenClaw 正在把 session transcript 从 JSONL 文件写成结构化会话事实层","官方最近新增的 Session Management Deep Dive 文档，把 session header、message tree、compaction entry 和 branch summary 这几层边界写得更清楚了。","/news/openclaw-session-jsonl-deep-dive-watch-2026-04-01","https://docs.openclaw.ai/reference/session-management-compaction",[1319,2172,1639,2171,1138],{"title":2826,"description":2827,"path":2828,"category":2479,"date":2169,"updatedAt":2169,"sourceType":1114,"source":2829,"tags":2830},"OpenClaw 的 sessions CLI 正在从会话列表命令长成 store 巡检入口","官方最近把 sessions CLI 的 scope、all-agents、active 和显式 store 路径写得更完整了，也让它更适合作为长期运维里的 session store 巡检面。","/news/openclaw-sessions-cli-watch-2026-04-01","https://docs.openclaw.ai/cli/sessions",[1439,1584,2178,1865,1160],{"title":2832,"description":2833,"path":2834,"category":2479,"date":1315,"updatedAt":1315,"sourceType":1114,"source":2835,"tags":2836},"OpenClaw 正在把 shared inbox 明确限定为协作硬化，而不是多租户承诺","官方最新 security audit 文档正在更明确地区分协作型 shared inbox 与互不信任多租户环境，并把 secure DM、sandbox 和 workspace-scoped access 组合成更完整的加固建议。","/news/openclaw-shared-inbox-trust-model-watch-2026-03-25","https://docs.openclaw.ai/cli/security",[1161,1880,1881,2837,1138],"sandbox",{"title":2839,"description":2840,"path":2841,"category":2272,"date":1204,"updatedAt":1204,"sourceType":1114,"source":2652,"tags":2842},"OpenClaw 官方 Showcase 更新：Telegram PR 反馈、酒窖 Skill 与 Tesco 自动购物成为新样板","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得中文站关注的三个社区案例，观察 OpenClaw 在评审、个人数据库和购物自动化上的真实落地方式。","/news/openclaw-showcase-watch-2026-03-21",[2654,1371,1346,1153,1187],{"title":2844,"description":2845,"path":2846,"category":2479,"date":1325,"updatedAt":1325,"sourceType":1114,"source":2835,"tags":2847},"OpenClaw 正在把团队入口治理拆成更细的几层","官方最近围绕 security audit、session、broadcast groups 和 channel routing 的文档更新，正在把 shared-user ingress、identityLinks、broadcast precedence 和 shared inbox 硬化拆成更清楚的治理面。","/news/openclaw-team-ingress-governance-watch-2026-03-29",[1880,2029,1317,1301,1161],{"title":2849,"description":2850,"path":2851,"category":2479,"date":2169,"updatedAt":2169,"sourceType":1114,"source":2852,"tags":2853},"OpenClaw 正在把 transcript hygiene 从隐藏兼容层写成正式参考边界","官方最近单独写出 Transcript Hygiene 文档后，tool call 修补、图片清理和 provider fixups 不再只是内部细节，而成了更清楚的运行前兼容层。","/news/openclaw-transcript-hygiene-watch-2026-04-01","https://docs.openclaw.ai/zh-CN/reference/transcript-hygiene",[2171,1411,2197,2198,2854],"compatibility",{"title":2856,"description":2857,"path":2858,"category":2479,"date":1247,"updatedAt":1247,"sourceType":1114,"source":2512,"tags":2859},"OpenClaw 远程入口观察：trusted-proxy 正在被官方明确定义为高收益但高责任模式","基于 2026 年 3 月 24 日可见的官方 trusted-proxy auth 文档，最近最值得关注的不是怎么把页面转发出来，而是 OpenClaw 正在主动强调 trusted-proxy 的安全责任转移。","/news/openclaw-trusted-proxy-risk-watch-2026-03-24",[1900,1161,1206,1138,1400],{"title":2861,"description":2862,"path":2863,"category":2479,"date":1682,"updatedAt":1682,"sourceType":1114,"source":2627,"tags":2864},"OpenClaw 的 UI 和 API 排障正在越来越像按层定位，而不是猜谁错了","官方最新 Session、WebChat 和 API 文档共同强化了一条思路：状态冲突时先回到 Gateway 事实层，再区分 UI 投影视图和 API 结构化返回。","/news/openclaw-ui-api-debug-watch-2026-03-26",[1138,1262,1684,2013,1319],{"title":2866,"description":2867,"path":2868,"category":2479,"date":1247,"updatedAt":1247,"sourceType":1114,"source":2869,"tags":2870},"OpenClaw 维护观察：卸载边界正在从“删包”变成“服务、状态、profile 与远程主机”的完整收口","基于 2026 年 3 月 24 日可见的官方 Updating 与 uninstall 文档，最近最值得关注的变化之一是 OpenClaw 的卸载和移除边界正在被官方主动写清，不再只是删除 CLI。","/news/openclaw-uninstall-boundaries-watch-2026-03-24","https://docs.openclaw.ai/cli/uninstall",[2244,1842,1944,1138,2629],{"title":2872,"description":2873,"path":2874,"category":2479,"date":1247,"updatedAt":1247,"sourceType":1114,"source":2875,"tags":2876},"OpenClaw 更新观察：stable、beta、dev 正在从版本标签变成正式 rollout 体系","基于 2026 年 3 月 24 日可见的官方 update CLI 与 Updating 文档，最近最值得关注的变化之一是更新通道和 auto-updater 行为已经被官方写成一套明确的 rollout 逻辑。","/news/openclaw-update-channels-watch-2026-03-24","https://docs.openclaw.ai/cli/update",[1912,1913,1914,1915,1916],{"title":2878,"description":2879,"path":2880,"category":2272,"date":1204,"updatedAt":1204,"sourceType":1114,"source":2652,"tags":2881},"OpenClaw 官方 Showcase 语音观察：Phone Bridge、Telegram Voice Notes 与多语言转录正在把语音入口做实","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得中文站关注的语音与电话类案例，观察 OpenClaw 在电话桥接、TTS 回传和多语言转录上的真实方向。","/news/openclaw-voice-phone-showcase-watch-2026-03-21",[2654,1394,2882,2883,1409],"phone","tts",{"title":2885,"description":2886,"path":2887,"category":2479,"date":1315,"updatedAt":1315,"sourceType":1114,"source":2888,"tags":2889},"OpenClaw 语音观察：全局 wake words 与设备本地 toggle 的分层正在变清楚","基于 2026 年 3 月 25 日可见的官方 Voice Wake 文档，最近语音层最值得关注的变化之一是 Gateway 级词表与设备本地开关的边界正在被官方主动强调。","/news/openclaw-voice-wake-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes/voice-wake",[1394,1670,1671,1292,1452],{"title":2891,"description":2892,"path":2893,"category":2272,"date":1204,"updatedAt":1204,"sourceType":1114,"source":2493,"tags":2894},"OpenClaw Web 入口观察：Dashboard、WebChat 与 Gateway WebSocket 正在收敛成一套更清晰的使用分工","基于 2026 年 3 月 21 日可见的官方 Dashboard、WebChat 与架构文档，整理最近最值得中文站关注的 Web 入口变化：Dashboard 的快速打开、WebChat 的 Gateway 直连，以及控制面和聊天面的职责分离。","/news/openclaw-web-surfaces-watch-2026-03-21",[1193,1262,1690,1380,2568],{"title":2896,"description":2897,"path":2898,"category":2479,"date":1682,"updatedAt":1682,"sourceType":1114,"source":2899,"tags":2900},"OpenClaw 正在把 WebChat、Dashboard 和 API 的入口职责写得更清楚","官方最近围绕 WebChat、Session 和 API 的写法，让 Dashboard 更像控制面、WebChat 更像会话 UI、API 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