[{"data":1,"prerenderedAt":3430},["ShallowReactive",2],{"docs:operations/remote-access":3,"content-manifest":788},{"id":4,"title":5,"body":6,"category":768,"date":769,"description":770,"extension":771,"meta":772,"navigation":773,"path":774,"seo":775,"source":776,"sourceName":777,"sourceType":778,"stem":779,"tags":780,"updatedAt":786,"__hash__":787},"docs/docs/operations/remote-access.md","远程访问与 Tailscale / SSH",{"type":7,"value":8,"toc":735},"minimark",[9,13,26,30,33,56,59,62,67,70,73,84,91,95,98,101,112,115,126,129,138,141,144,155,158,162,165,182,185,193,196,200,203,214,217,228,234,238,241,252,255,259,266,360,363,387,394,397,408,411,415,418,421,429,436,440,443,457,467,473,483,485,498,501,521,524,533,536,540,543,547,550,554,557,560,577,580,588,592,598,601,619,622,626,629,640,643,654,658,661,672,678,682,685,699,705,708,731],[10,11,5],"h1",{"id":12},"远程访问与-tailscale-ssh",[14,15,16,17,21,22,25],"p",{},"现有文档已经解释了 Gateway、Control UI 和安全边界，但如果你准备把 OpenClaw 长期放到另一台机器上运行，真正最容易踩坑的部分其实是远程访问。官方文档把这一块拆成了 ",[18,19,20],"code",{},"gateway/remote","、",[18,23,24],{},"gateway/tailscale"," 和 macOS app 的 remote over SSH 说明，说明这不是附属功能，而是正式使用中的核心路径。到 2026 年 3 月，官方还把“智能体所在位置”和“操作员所在位置”分得更清楚了。",[27,28,29],"h2",{"id":29},"远程访问的核心原则",[14,31,32],{},"OpenClaw 的默认思路不是“把服务直接暴露到公网”，而是：",[34,35,36,40,43,46],"ul",{},[37,38,39],"li",{},"Gateway 尽量仍然只绑定在 loopback",[37,41,42],{},"需要远程时优先用 SSH 隧道",[37,44,45],{},"长期团队访问时优先考虑 tailnet / VPN",[37,47,48,49,52,53],{},"只有在你清楚认证和暴露面时，才考虑直接 ",[18,50,51],{},"ws://"," 或 ",[18,54,55],{},"wss://",[14,57,58],{},"换句话说，远程访问的目标不是“让任何地方都能连上”，而是“让需要访问的人能安全地连上”。",[27,60,61],{"id":61},"三种最常见的远程模式",[63,64,66],"h3",{"id":65},"_1-ssh-隧道","1. SSH 隧道",[14,68,69],{},"这是最通用、也最稳妥的默认方案。",[14,71,72],{},"适合场景：",[34,74,75,78,81],{},[37,76,77],{},"Gateway 跑在家里主机、迷你主机或 VPS 上",[37,79,80],{},"你只需要自己从笔记本远程访问",[37,82,83],{},"你想保留 loopback 绑定，不想公开暴露端口",[14,85,86,87,90],{},"这种模式下，Gateway 仍然只监听本机端口，例如默认的 ",[18,88,89],{},"127.0.0.1:18789","。你只是把这个端口通过 SSH 转发到自己的电脑。",[27,92,94],{"id":93},"_2-tailnet-tailscale-serve","2. Tailnet / Tailscale Serve",[14,96,97],{},"如果你希望多设备更顺滑地访问同一个 Gateway，tailnet 往往比手工维护 SSH 隧道更舒服。",[14,99,100],{},"官方推荐的安全思路是：",[34,102,103,106,109],{},[37,104,105],{},"Gateway 仍保持 loopback 绑定",[37,107,108],{},"通过 Tailscale Serve 暴露 HTTPS 和 WebSocket",[37,110,111],{},"把访问限制在 tailnet 内",[14,113,114],{},"这种方式的好处是：",[34,116,117,120,123],{},[37,118,119],{},"不必把服务直接公开到公网",[37,121,122],{},"访问体验比重复开 SSH 隧道更顺手",[37,124,125],{},"更适合桌面、笔记本和移动端一起连同一个实例",[14,127,128],{},"如果你已经在用 Tailscale，这通常是长期运行时更平衡的方案。",[63,130,132,133,135,136],{"id":131},"_3-直接-ws-wss","3. 直接 ",[18,134,51],{}," / ",[18,137,55],{},[14,139,140],{},"只有在你非常明确自己的反向代理、TLS 和鉴权边界时，才建议考虑这种方式。",[14,142,143],{},"它适合：",[34,145,146,149,152],{},[37,147,148],{},"你已经有稳定的反向代理体系",[37,150,151],{},"你知道自己在做公网 HTTPS / WSS 暴露",[37,153,154],{},"你准备显式配置 token / password / TLS pinning",[14,156,157],{},"如果只是为了“先连上再说”，它通常不是最好的第一选择。",[27,159,161],{"id":160},"什么叫远程主机","什么叫“远程主机”",[14,163,164],{},"在 OpenClaw 的模型里，远程主机就是“智能体真正所在的位置”。它持有：",[34,166,167,170,173,176,179],{},[37,168,169],{},"会话",[37,171,172],{},"认证配置",[37,174,175],{},"渠道连接",[37,177,178],{},"状态与缓存",[37,180,181],{},"节点配对信息",[14,183,184],{},"所以远程访问不是简单的“看一个面板”，而是连接到真正持有系统状态的那台机器。",[14,186,187,188,192],{},"官方当前对这件事的表达非常直接：",[189,190,191],"strong",{},"Gateway 主机就是“智能体所在的位置”","。你的笔记本、桌面和节点只是连接过去。",[27,194,195],{"id":195},"官方推荐的典型组合",[63,197,199],{"id":198},"家庭服务器或-vps-长期开机","家庭服务器或 VPS 长期开机",[14,201,202],{},"如果你的笔记本经常睡眠，但你希望 OpenClaw 始终在线，最常见的做法是：",[34,204,205,208,211],{},[37,206,207],{},"在家庭服务器或 VPS 上运行 Gateway",[37,209,210],{},"用 Tailscale 或 SSH 访问",[37,212,213],{},"保持 Gateway loopback-only",[14,215,216],{},"这条路径特别适合：",[34,218,219,222,225],{},[37,220,221],{},"渠道长期在线",[37,223,224],{},"想随时从别的设备继续控制",[37,226,227],{},"不希望主机跟着笔记本一起离线",[14,229,230,231,233],{},"官方 ",[18,232,20],{}," 页面现在还明确举了这类例子：VPS 或家庭服务器在 tailnet 中长期在线，是最适合承接长期会话、渠道和状态的一类主机。",[63,235,237],{"id":236},"笔记本只是控制台不是运行主机","笔记本只是控制台，不是运行主机",[14,239,240],{},"这时更合理的做法是：",[34,242,243,246,249],{},[37,244,245],{},"Gateway 跑在远程机器",[37,247,248],{},"笔记本只作为 operator / Control UI 入口",[37,250,251],{},"优先用 app 的 Remote over SSH 或手工 SSH 隧道",[14,253,254],{},"这比在笔记本本地维护完整运行环境更稳。",[27,256,258],{"id":257},"cli-远程默认值现在更值得单独讲清楚","CLI 远程默认值现在更值得单独讲清楚",[14,260,261,262,265],{},"官方远程页最近把 ",[18,263,264],{},"gateway.remote"," 这组配置单独拿出来强调了：",[267,268,273],"pre",{"className":269,"code":270,"language":271,"meta":272,"style":272},"language-json shiki shiki-themes github-light github-dark","{\n  \"gateway\": {\n    \"mode\": \"remote\",\n    \"remote\": {\n      \"url\": \"ws://127.0.0.1:18789\",\n      \"token\": \"your-token\"\n    }\n  }\n}\n","json","",[18,274,275,284,294,310,318,331,342,348,354],{"__ignoreMap":272},[276,277,280],"span",{"class":278,"line":279},"line",1,[276,281,283],{"class":282},"sVt8B","{\n",[276,285,287,291],{"class":278,"line":286},2,[276,288,290],{"class":289},"sj4cs","  \"gateway\"",[276,292,293],{"class":282},": {\n",[276,295,297,300,303,307],{"class":278,"line":296},3,[276,298,299],{"class":289},"    \"mode\"",[276,301,302],{"class":282},": ",[276,304,306],{"class":305},"sZZnC","\"remote\"",[276,308,309],{"class":282},",\n",[276,311,313,316],{"class":278,"line":312},4,[276,314,315],{"class":289},"    \"remote\"",[276,317,293],{"class":282},[276,319,321,324,326,329],{"class":278,"line":320},5,[276,322,323],{"class":289},"      \"url\"",[276,325,302],{"class":282},[276,327,328],{"class":305},"\"ws://127.0.0.1:18789\"",[276,330,309],{"class":282},[276,332,334,337,339],{"class":278,"line":333},6,[276,335,336],{"class":289},"      \"token\"",[276,338,302],{"class":282},[276,340,341],{"class":305},"\"your-token\"\n",[276,343,345],{"class":278,"line":344},7,[276,346,347],{"class":282},"    }\n",[276,349,351],{"class":278,"line":350},8,[276,352,353],{"class":282},"  }\n",[276,355,357],{"class":278,"line":356},9,[276,358,359],{"class":282},"}\n",[14,361,362],{},"这里最重要的边界是：",[34,364,365,374,381],{},[37,366,367,370,371],{},[18,368,369],{},"gateway.remote.token"," 只是",[189,372,373],{},"远程 CLI 调用的客户端凭证来源",[37,375,376,377,380],{},"它",[189,378,379],{},"不会","自动替代本地 Gateway 的认证配置",[37,382,383,384],{},"如果你是通过 SSH 隧道访问 loopback，URL 仍然应该写 ",[18,385,386],{},"ws://127.0.0.1:18789",[14,388,389,390,393],{},"官方文档强调过一件事：如果你显式指定远程 ",[18,391,392],{},"url","，就不要再指望 CLI 去帮你隐式回退到本地配置或环境变量。远程调用应该把 URL 和认证方式写清楚。",[14,395,396],{},"这意味着你在做远程运维时，最好明确区分：",[34,398,399,402,405],{},[37,400,401],{},"本地默认实例",[37,403,404],{},"远程 Gateway",[37,406,407],{},"当前命令到底打到哪一个实例",[14,409,410],{},"一旦这层边界混了，排错会很痛苦。",[27,412,414],{"id":413},"webchat-和远程访问的关系","WebChat 和远程访问的关系",[14,416,417],{},"WebChat 不再是单独一套 HTTP 页面，它本质上也是连接 Gateway WebSocket 的客户端。因此，远程访问一旦没设计清楚，WebChat、Control UI、节点连接都会一起受影响。",[14,419,420],{},"更实用的理解方式是：",[34,422,423,426],{},[37,424,425],{},"远程访问不是只影响 CLI",[37,427,428],{},"它会影响聊天、控制、节点和健康检查的整体体验",[14,430,431,432,435],{},"官方远程页现在还单独点出了一条很实用的结论：通过 SSH 使用聊天 UI 时，转发的仍然是 ",[18,433,434],{},"18789"," 这个 Gateway WebSocket 端口，因为 WebChat 已经不再依赖单独 HTTP 端口。",[27,437,439],{"id":438},"tailscale-funnel-什么时候用","Tailscale / Funnel 什么时候用",[14,441,442],{},"官方对 Tailscale 的建议非常明确：",[34,444,445,451],{},[37,446,447,450],{},[18,448,449],{},"serve","：tailnet-only，默认更安全",[37,452,453,456],{},[18,454,455],{},"funnel","：公网 HTTPS，必须更谨慎，且需要更强认证边界",[14,458,459,460,462,463,466],{},"如果你只是想自己和少量设备访问，优先考虑 ",[18,461,449],{},"。",[464,465],"br",{},"\n如果你准备把访问开放到公网，就不该再用“本地默认配置够了”的思路。",[27,468,470,472],{"id":469},"wss-场景下还要考虑-tls-指纹",[18,471,55],{}," 场景下还要考虑 TLS 指纹",[14,474,475,476,478,479,482],{},"远程页最新补充了一条很多人会忽略的配置：如果你最终走的是 ",[18,477,55],{},"，可以用 ",[18,480,481],{},"gateway.remote.tlsFingerprint"," 固定远程 TLS 证书。",[14,484,143],{},[34,486,487,492,495],{},[37,488,489,490],{},"公网 ",[18,491,55],{},[37,493,494],{},"明确要防止证书被替换或中间层变更",[37,496,497],{},"想把远程连接边界写得更死一点",[27,499,500],{"id":500},"安全上最重要的几条",[34,502,503,509,512,515,518],{},[37,504,505,506],{},"默认保持 ",[18,507,508],{},"gateway.bind: \"loopback\"",[37,510,511],{},"远程访问必须明确认证方式",[37,513,514],{},"token / password 是远程边界，不要混同于本地信任",[37,516,517],{},"通过反向代理或 Tailscale 时，要清楚 trusted proxies / identity headers 是否生效",[37,519,520],{},"不要为了省事把高权限控制入口直接裸露到公网",[14,522,523],{},"再补一条官方 2026 年 3 月最新强调的边界：",[34,525,526],{},[37,527,528,529,532],{},"如果 ",[18,530,531],{},"gateway.auth.allowTailscale: true","，Serve 可以靠 Tailscale 身份头为 Control UI / WebSocket 做认证；但这并不等于所有 HTTP API 都自动免密",[27,534,535],{"id":535},"常见误区",[63,537,539],{"id":538},"_1-能打开-ui-就等于远程配置正确","1. 能打开 UI 就等于远程配置正确",[14,541,542],{},"有时只是某个入口能访问，不代表 CLI、WebChat、节点和 auth 逻辑都正常。",[63,544,546],{"id":545},"_2-同时改绑定代理认证和端口","2. 同时改绑定、代理、认证和端口",[14,548,549],{},"远程配置一旦一次改太多变量，很难判断到底是哪一层出了问题。",[63,551,553],{"id":552},"_3-用公网暴露替代私网或-ssh","3. 用公网暴露替代私网或 SSH",[14,555,556],{},"这看似方便，但长期运维成本和风险都更高。",[27,558,559],{"id":559},"更适合的实践顺序",[561,562,563,566,569,572],"ol",{},[37,564,565],{},"先本地跑通 Gateway 和 Control UI",[37,567,568],{},"再用 SSH 隧道验证远程可访问",[37,570,571],{},"如果需要长期多设备访问，再考虑 tailnet / Tailscale Serve",[37,573,574,575],{},"只有在明确知道自己为什么要公开暴露时，才考虑 direct ",[18,576,55],{},[14,578,579],{},"如果你是浏览器控制场景，官方当前的建议也更明确了：",[34,581,582,585],{},[37,583,584],{},"浏览器在另一台机器上时，更适合在那里跑一个节点主机",[37,586,587],{},"不要把 Funnel 当成浏览器远控的默认主路径",[27,589,591],{"id":590},"_2026-年-3-月-24-日的中文远程运维观察","2026 年 3 月 24 日的中文远程运维观察",[14,593,594,595,597],{},"近期公开可访问的中文教程站和部署文章，在远程访问这件事上有一个反复出现的倾向：会先教你“怎样连上”，再补“怎样收口”。",[464,596],{},"\n这对第一次验证很友好，但如果你把临时验证方式直接带到长期环境，问题通常会出得很快。",[14,599,600],{},"这轮整理时重点参考了：",[34,602,603,612],{},[37,604,605],{},[606,607,611],"a",{"href":608,"rel":609},"https://openclawgithub.cc/guide/deploy/",[610],"nofollow","OpenClaw 中文教程：部署与 Docker",[37,613,614],{},[606,615,618],{"href":616,"rel":617},"https://openclawgithub.cc/en/guide/install/",[610],"OpenClaw 中文教程：安装与环境",[14,620,621],{},"结合官方资料和中文外部资料，当前更值得长期保留的提醒有三条：",[63,623,625],{"id":624},"_1-能打开不等于远程边界已经设计好","1. “能打开”不等于“远程边界已经设计好”",[14,627,628],{},"很多中文教程会优先强调：",[34,630,631,634,637],{},[37,632,633],{},"端口是否联通",[37,635,636],{},"控制面能否打开",[37,638,639],{},"Web 页面是否可见",[14,641,642],{},"但长期运行更关键的往往是：",[34,644,645,648,651],{},[37,646,647],{},"Gateway 还是否保持 loopback",[37,649,650],{},"认证边界是不是清楚",[37,652,653],{},"是不是所有入口都走了同一条受控路径",[63,655,657],{"id":656},"_2-ssh-tailscale-serve-仍然比公网入口更适合多数中文团队","2. SSH / Tailscale Serve 仍然比公网入口更适合多数中文团队",[14,659,660],{},"如果你只是自己用，或者少量成员需要管理入口，当前更稳的默认组合仍然是：",[34,662,663,666,669],{},[37,664,665],{},"SSH tunnel",[37,667,668],{},"Tailnet",[37,670,671],{},"Tailscale Serve",[14,673,674,675,677],{},"而不是一开始就做公网 ",[18,676,55],{}," 或直接暴露控制面。",[63,679,681],{"id":680},"_3-浏览器控制面和消息入口不要混成同一条暴露路径","3. 浏览器控制面和消息入口不要混成同一条暴露路径",[14,683,684],{},"中文环境里最常见的问题之一，是把：",[34,686,687,690,693,696],{},[37,688,689],{},"Control UI",[37,691,692],{},"WebChat",[37,694,695],{},"Webhooks",[37,697,698],{},"公网反向代理",[14,700,701,702,704],{},"一起挂到同一个公开入口上。",[464,703],{},"\n这种做法虽然看上去方便，但也会让排障、认证和暴露面同时变复杂。",[27,706,707],{"id":707},"下一步推荐",[34,709,710,717,724],{},[37,711,712,713],{},"想理解 Gateway 本身：看 ",[606,714,716],{"href":715},"/docs/operations/gateway-operations","Gateway 运维与日常检查",[37,718,719,720],{},"想处理安全边界：看 ",[606,721,723],{"href":722},"/docs/operations/safety-basics","OpenClaw 安全配置基础",[37,725,726,727],{},"想理解控制入口：看 ",[606,728,730],{"href":729},"/docs/manual/control-ui","Control UI 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工作流。","/docs/manual/feishu-qr-login-and-drive-comments",[1131,1132,804,1133,1134,1135],"feishu","lark","drive","comments","collaboration",{"title":1137,"description":1138,"path":1139,"category":1021,"updatedAt":1022,"sourceType":778,"tags":1140},"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",[1042,1141,953,997,947],"forum-topics",{"title":1143,"description":1144,"path":1145,"category":958,"updatedAt":1022,"sourceType":778,"tags":1146},"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",[815,784,804,921,806,851],{"title":1148,"description":1149,"path":1150,"category":958,"updatedAt":1012,"sourceType":778,"tags":1151},"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",[968,1152,1153,1154,784],"headless","pairing","devices",{"title":1156,"description":1157,"path":1158,"category":958,"updatedAt":872,"sourceType":778,"tags":1159},"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",[908,1160,1161,851,906],"lifecycle","events",{"title":1163,"description":1164,"path":1165,"category":958,"updatedAt":864,"sourceType":778,"tags":1166},"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",[908,851,1125,1161],{"title":1168,"description":1169,"path":1170,"category":958,"updatedAt":994,"sourceType":778,"tags":1171},"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",[1172,1173,1174,1175,1176],"messages","queueing","dedupe","debounce","delivery",{"title":1178,"description":1179,"path":1180,"category":958,"updatedAt":786,"sourceType":778,"tags":1181},"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",[1182,1183,1184,1185,899],"ollama","local-model","llm","privacy",{"title":1187,"description":1188,"path":1189,"category":958,"updatedAt":872,"sourceType":778,"tags":1190},"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",[1191,968,1031,1192,1193],"location","permissions","gps",{"title":1195,"description":1196,"path":1197,"category":958,"updatedAt":872,"sourceType":778,"tags":1198},"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",[806,1199,953,1200,1201],"markdown","memory_search","memory_get",{"title":1203,"description":1204,"path":1205,"category":958,"updatedAt":786,"sourceType":778,"tags":1206},"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 Markdown 文件，以及 plugins.slots.memory 该怎么理解和切换。","/docs/manual/memory-plugin-slots-and-source-of-truth",[806,906,1207,1208,1199],"lancedb","memory-core",{"title":1210,"description":1211,"path":1212,"category":958,"updatedAt":1115,"sourceType":778,"tags":1213},"记忆搜索与索引机制","基于官方记忆概念和 memory CLI 文档，解释记忆文件、索引来源、provider 选择以及排障时该看什么。","/docs/manual/memory-search-and-indexing",[806,1214,1215,1216,1207],"search","indexing","embeddings",{"title":1218,"description":1219,"path":1220,"category":958,"updatedAt":864,"sourceType":959,"tags":1221},"OpenClaw 记忆系统怎么工作","理解 OpenClaw 的 SOUL、Tools、用户长期记忆和会话上下文如何协作，以及为什么它更像持续运行的系统而不是一次性聊天窗口。","/docs/manual/memory-system",[806,961,1016,1222],"logs",{"title":1224,"description":1225,"path":1226,"category":958,"updatedAt":864,"sourceType":778,"tags":1227},"Memory、Tools、Skills 如何协同","记忆层负责保留什么，Tools 负责执行什么，Skills 负责组织什么，三者该怎么分工才不会让 OpenClaw 越用越乱。","/docs/manual/memory-tools-skills-playbook",[806,805,817,961,850],{"title":1229,"description":1230,"path":1231,"category":958,"updatedAt":1115,"sourceType":778,"tags":1232},"消息投递、重试与响应行为","基于官方 retry、messages 和 FAQ 文档，解释消息发送失败时 OpenClaw 会重试什么，不会重试什么，以及为什么群聊和渠道行为会不同。","/docs/manual/message-retries-and-delivery",[1172,1233,1176,1042,1044],"retry",{"title":1235,"description":1236,"path":1237,"category":1021,"updatedAt":1022,"sourceType":778,"tags":1238},"模型 allowlist、alias 和图片能力门控应该怎么理解","基于最新官方 Models CLI 文档，整理 agents.defaults.models、primary、fallbacks、imageModel 和 imageGenerationModel 的职责，帮助团队理解模型白名单和共享能力门控到底会影响什么。","/docs/manual/model-allowlists-and-capability-gating",[921,1239,1240,1241,1242,947],"allowlist","aliases","image","gating",{"title":1244,"description":1245,"path":1246,"category":958,"updatedAt":786,"sourceType":778,"tags":1247},"OpenClaw 的 Models 应该怎么理解","理解 OpenClaw 里模型层的角色、选择思路和常见配置边界，避免把所有问题都误判成模型问题。","/docs/manual/models-overview",[921,1184,987,997],{"title":1249,"description":1250,"path":1251,"category":958,"updatedAt":864,"sourceType":778,"tags":1252},"Nodes 与设备能力","理解 OpenClaw 的 nodes 是什么、如何配对，以及相机、语音、屏幕、位置等设备能力在系统里的作用。","/docs/manual/nodes-and-device-actions",[968,1031,1030,1088,1153],{"title":1254,"description":1255,"path":1256,"category":947,"updatedAt":948,"sourceType":778,"tags":1257},"OAuth 认证与多账号管理","理解 OpenClaw 如何处理 OAuth 认证、Token 存储和多账号路由，以及常见问题排查。","/docs/manual/oauth-auth",[1258,989,1259,1260,1261],"oauth","codex","claude","profiles",{"title":1263,"description":1264,"path":1265,"category":958,"updatedAt":786,"sourceType":778,"tags":1266},"OpenProse 和 Lobster 的边界怎么分","基于最新官方 Lobster 文档，整理 OpenProse 与 Lobster 在多智能体准备、确定性执行和审批恢复上的分工，帮助中文团队判断什么时候该用 /prose，什么时候该转成工作流运行时。","/docs/manual/openprose-and-lobster-boundaries",[1267,1268,907,1119,850],"openprose","lobster",{"title":1270,"description":1271,"path":1272,"category":947,"updatedAt":1273,"sourceType":778,"tags":1274},"平台支持总览","OpenClaw 支持的操作系统和部署平台，包括 Gateway、桌面应用和移动节点。","/docs/manual/platforms-overview","2026-06-06",[1275,1006,1276,1277,1278,1279,1280],"platforms","ios","android","windows","linux","install",{"title":1282,"description":1283,"path":1284,"category":958,"updatedAt":872,"sourceType":778,"tags":1285},"插件托管 hooks 与扩展能力边界","基于最新官方 Plugins 与 Hooks 文档，整理插件托管 hooks 的工作方式、显示位置、启停边界，以及为什么它和独立 hook pack 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的边界，说明安装、启用、更新与风险控制的基本方法。","/docs/manual/plugins-overview",[906,1069,817,805,979],{"title":1308,"description":1309,"path":1310,"category":958,"updatedAt":786,"sourceType":778,"tags":1311},"模型提供商与故障转移","基于官方 providers 文档，整理 OpenClaw 常见 provider、默认模型写法、fallback 思路和长期运行时的配置重点。","/docs/manual/providers-and-fallback",[987,921,1312,1313,1182],"fallback","openrouter",{"title":1315,"description":1316,"path":1317,"category":947,"updatedAt":948,"sourceType":778,"tags":1318},"Queue 系统与消息转向","理解 OpenClaw 的 Queue 系统、消息转向模式和并发控制机制。","/docs/manual/queue-system",[1319,1320,1321,1172],"queue","steering","concurrency",{"title":1323,"description":1324,"path":1325,"category":958,"updatedAt":974,"sourceType":778,"tags":1326},"用 SearXNG 给 OpenClaw 配自托管 web_search","基于最新官方 SearXNG Search 文档，整理 OpenClaw 如何接入自托管 SearXNG 作为 web_search provider，以及生产环境里最该注意哪些边界。","/docs/manual/searxng-search-provider",[1327,1328,805,1214,899],"searxng","web-search",{"title":1330,"description":1331,"path":1332,"category":958,"updatedAt":864,"sourceType":959,"tags":1333},"Session 与配对机制","理解 OpenClaw 如何通过配对、allowFrom、群组提及规则和 session 隔离来识别用户并保护上下文边界。","/docs/manual/session-and-pairing",[1016,1153,804,989],{"title":1335,"description":1336,"path":1337,"category":1021,"updatedAt":1022,"sourceType":778,"tags":1338},"session memory search 什么时候值得开，什么时候先别开","基于最新官方 Memory 与 memory CLI 文档，整理 OpenClaw 的 session memory search、异步索引刷新、delta threshold 和 embedding cache 各自适合什么场景，帮助团队判断什么时候该扩到会话日志检索。","/docs/manual/session-memory-search-and-index-refresh",[806,953,1215,1339,947],"cache",{"title":1341,"description":1342,"path":1343,"category":958,"updatedAt":864,"sourceType":778,"tags":1344},"Signal 渠道接入重点","Signal 为什么更强调 dedicated number、signal-cli 和 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连续失败后的退避节奏。","/docs/reference/cron-run-queue-and-retry-backoff",[977,1233,1736,1319,1659],"scheduler",{"title":1738,"description":1739,"path":1740,"category":1653,"updatedAt":1428,"sourceType":778,"tags":1741},"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",[859,1094,1742,1743,989],"secretref","sessionStorage",{"title":1745,"description":1746,"path":1747,"category":1748,"updatedAt":1115,"sourceType":778,"tags":1749},"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",[1750,1751,1752,1506,1222],"debugging","debug","runtime-overrides",{"title":1754,"description":1755,"path":1756,"category":1653,"updatedAt":994,"sourceType":778,"tags":1757},"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",[1665,1758,1759,1751,1659],"logging","flags",{"title":1761,"description":1762,"path":1763,"category":1653,"updatedAt":994,"sourceType":778,"tags":1764},"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",[1016,1765,1766,997,1659],"dmScope","identityLinks",{"title":1768,"description":1769,"path":1770,"category":1653,"updatedAt":994,"sourceType":778,"tags":1771},"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",[1506,1507,1665,1772,1659],"migrations",{"title":1774,"description":1775,"path":1776,"category":1653,"updatedAt":994,"sourceType":778,"tags":1777},"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",[1362,816,1024,1778,1659],"shell",{"title":1780,"description":1781,"path":1782,"category":1653,"updatedAt":786,"sourceType":800,"tags":1783},"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",[1784,1579,1067,1785,1581],"sources","trust",{"title":1787,"description":1788,"path":1789,"category":1653,"updatedAt":872,"sourceType":778,"tags":1790},"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",[784,1791,979,1436,969],"rpc",{"title":1793,"description":1794,"path":1795,"category":1653,"updatedAt":994,"sourceType":778,"tags":1796},"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",[1153,1154,784,968,1659],{"title":1798,"description":1799,"path":1800,"category":1653,"updatedAt":1428,"sourceType":778,"tags":1801},"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",[1016,784,928,859,1659],{"title":1803,"description":1804,"path":1805,"category":1653,"updatedAt":1022,"sourceType":778,"tags":1806},"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",[784,1436,1807,1808,1659],"protocol","scopes",{"title":1810,"description":1811,"path":1812,"category":1653,"updatedAt":1012,"sourceType":778,"tags":1813},"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",[1015,1814,997,1239,1172],"mention",{"title":1816,"description":1817,"path":1818,"category":1653,"updatedAt":1022,"sourceType":778,"tags":1819},"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",[1480,1820,1821,1822,1659],"visibility","activeHours","alerts",{"title":1824,"description":1825,"path":1826,"category":1653,"updatedAt":1012,"sourceType":778,"tags":1827},"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",[1430,1436,1828,784,1659],"sdk",{"title":1830,"description":1831,"path":1832,"category":1653,"updatedAt":1012,"sourceType":778,"tags":1833},"include 合并时，数组和 sibling override 到底怎么生效","基于最新官方 Configuration 文档，解释 OpenClaw 在 $include 合并时数组、对象和 sibling keys 的真实处理顺序，帮助团队避免把 include 当成“总是深合并”的黑盒。","/docs/reference/include-merge-arrays-and-sibling-overrides",[816,1834,1459,1835,1659],"include","arrays",{"title":1837,"description":1838,"path":1839,"category":1653,"updatedAt":994,"sourceType":778,"tags":1840},"Lobster 的调用、审批和 resume token","基于最新官方 Lobster 文档，解释 OpenClaw 里如何用 openclaw.invoke 触发确定性工作流、何时进入 needs_approval，以及 resume token 在恢复流程里扮演什么角色。","/docs/reference/lobster-invoke-and-resume",[1268,1841,1119,850,1659],"invoke",{"title":1843,"description":1844,"path":1845,"category":1653,"updatedAt":1022,"sourceType":778,"tags":1846},"记忆检索里的 hybrid search、重排和时间衰减到底在做什么","基于最新官方 Memory 文档，解释 OpenClaw 的 memory_search 为什么不只是向量检索，以及 hybrid search、结果合并、MMR 重排和 temporal decay 各自在修正什么问题。","/docs/reference/memory-hybrid-search-and-ranking-pipeline",[806,1847,1848,1849,1850,1659],"hybrid-search","ranking","mmr","retrieval",{"title":1852,"description":1853,"path":1854,"category":1653,"updatedAt":786,"sourceType":778,"tags":1855},"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",[921,1856,989,987,1659],"probe",{"title":1858,"description":1859,"path":1860,"category":1653,"updatedAt":1357,"sourceType":778,"tags":1861},"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",[1153,1154,1694,1862,1487],"credentials",{"title":1864,"description":1865,"path":1866,"category":1653,"updatedAt":786,"sourceType":778,"tags":1867},"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",[906,1050,1868,1869,1581,1659],"npm","pin",{"title":1871,"description":1872,"path":1873,"category":1748,"updatedAt":872,"sourceType":778,"tags":1874},"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",[1750,1875,1222,987,1185],"raw-stream",{"title":1877,"description":1878,"path":1879,"category":1653,"updatedAt":1022,"sourceType":778,"tags":1880},"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",[781,1881,989,784,1659],"tlsFingerprint",{"title":1883,"description":1884,"path":1885,"category":1653,"updatedAt":1022,"sourceType":778,"tags":1886},"回复机器人消息也算 mention 吗，pending history 又什么时候会进上下文","基于最新官方 Groups 与 Group Messages 文档，解释 OpenClaw 在群聊里怎样把 reply metadata 当成隐式 mention，以及未触发回复的群消息何时只进入 pending history、何时会被彻底丢弃。","/docs/reference/reply-mention-and-pending-history",[1015,1887,1888,1889,1659],"mentions","pending-history","reply",{"title":1891,"description":1892,"path":1893,"category":1653,"updatedAt":994,"sourceType":778,"tags":1894},"SecretRefs 和运行时快照应该怎么理解","基于最新官方 Secrets Management 文档，解释 env/file/exec secret refs 的解析时机、活动面、失败模式和热重载语义，避免把密钥管理误解成“请求时临时去取”。","/docs/reference/secret-refs-and-runtime-snapshot",[1895,1896,950,987,1659],"secrets","secretrefs",{"title":1898,"description":1899,"path":1900,"category":1653,"updatedAt":1012,"sourceType":778,"tags":1901},"secure DM mode 和 owner pinning 应该怎么一起理解","基于最新官方 Session 与 Security 文档，解释 OpenClaw 的 secure DM mode、owner pinning、pairing / allowlist / open 三类 DM 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",[1016,824,1765,1153,1239],{"title":1903,"description":1904,"path":1905,"category":1653,"updatedAt":1906,"sourceType":778,"tags":1907},"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",[1016,1908,1909,1385,1659],"transcript","jsonl",{"title":1911,"description":1912,"path":1913,"category":1653,"updatedAt":1906,"sourceType":778,"tags":1914},"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",[953,979,1915,1599,785],"store",{"title":1917,"description":1918,"path":1919,"category":1653,"updatedAt":1022,"sourceType":778,"tags":1920},"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",[824,1614,1599,1921,1659],"ingress",{"title":1923,"description":1924,"path":1925,"category":1653,"updatedAt":872,"sourceType":778,"tags":1926},"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",[979,1513,1927,1222,1928],"health","troubleshooting",{"title":1930,"description":1931,"path":1932,"category":1653,"updatedAt":1906,"sourceType":778,"tags":1933},"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",[1908,1934,987,1935,1659],"hygiene","tool-calls",{"title":1937,"description":1938,"path":1939,"category":1748,"updatedAt":864,"sourceType":778,"tags":1940},"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",[1928,1506,1513,1222],{"title":1942,"description":1943,"path":1944,"category":1653,"updatedAt":994,"sourceType":778,"tags":1945},"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",[928,1946,1947,1908,1659],"history","inject",{"title":1949,"description":1950,"path":1951,"category":1952,"updatedAt":786,"sourceType":778,"tags":1953},"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","安装",[1954,1955,1956,1131,1532,1533],"china","cloud","deployment",{"title":1958,"description":1959,"path":1960,"category":1952,"updatedAt":864,"sourceType":778,"tags":1961},"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",[1956,874,1962,1955,1963],"docker","wsl2",{"title":1965,"description":1966,"path":1967,"category":1952,"updatedAt":1367,"sourceType":778,"tags":1968},"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",[857,1868,1969,1963],"install-script",{"title":1971,"description":1972,"path":1973,"category":1952,"updatedAt":872,"sourceType":778,"tags":1974},"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 安装各自适合什么场景，以及后续升级时应该走哪条路径。","/docs/setup/installer-methods-and-upgrade-paths",[857,1975,1969,1976,1582],"updater","git",{"title":1978,"description":1979,"path":1980,"category":1952,"updatedAt":1115,"sourceType":778,"tags":1981},"安装器、更新与卸载","基于官方安装器、更新和卸载文档，整理 OpenClaw 从首次安装到原地升级、服务移除和彻底卸载的完整维护路径。","/docs/setup/installer-update-and-uninstall",[857,1975,1982,1506,1582],"uninstall",{"title":1984,"description":1985,"path":1986,"category":1952,"updatedAt":1115,"sourceType":778,"tags":1987},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 的详细指南。","/docs/setup/linux-installation",[1279,857,867,1988],"server",{"title":1990,"description":1991,"path":1992,"category":1952,"updatedAt":1115,"sourceType":778,"tags":1993},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[1006,857,867,1994],"apple",{"title":1996,"description":1997,"path":1998,"category":1999,"updatedAt":864,"sourceType":778,"tags":2000},"版本迁移与升级检查单","在 OpenClaw 版本升级前后，优先检查配置、CLI、认证和入口层变化，避免把升级直接变成线上事故。","/docs/setup/migration-guide","迁移",[2001,2002,1579,2003],"migration","upgrade","checklist",{"title":2005,"description":2006,"path":2007,"category":1952,"updatedAt":1115,"sourceType":778,"tags":2008},"Windows 安装指南","在 Windows 上安装和配置 OpenClaw 的详细指南，推荐使用 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之间更清晰的协作关系。","/news/openclaw-cli-control-plane-watch-2026-03-21","https://docs.openclaw.ai/cli",[979,784,1791,969,785],{"title":2295,"description":2296,"path":2297,"category":2223,"date":994,"updatedAt":994,"sourceType":778,"source":2298,"tags":2299},"OpenClaw 的配置分层边界越来越清楚","官方最近围绕 Environment Variables、Configuration、Logging 和 Debugging 的文档更新，正在把正式配置、env 注入和一次性 override 拆成更清楚的层。","/news/openclaw-configuration-layering-watch-2026-03-22","https://docs.openclaw.ai/help/environment",[816,1362,996,2300,785],"overrides",{"title":2302,"description":2303,"path":2304,"category":2016,"date":872,"updatedAt":872,"sourceType":778,"source":2211,"tags":2305},"OpenClaw 上下文观察：Compaction、Session 连续性与 persona 保真正在成为官方显式关注点","基于 2026 年 3 月 21 日可见的官方 Context 文档与 GitHub Releases 页面，整理最近最值得中文站关注的上下文变化：compaction 后 token 检查、session continuity、persona/language 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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",[859,952,1742,989,1076],{"title":2319,"description":2320,"path":2321,"category":2223,"date":786,"updatedAt":786,"sourceType":778,"source":2237,"tags":2322},"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",[859,928,1094,1742,997,2323],"web",{"title":2325,"description":2326,"path":2327,"category":2016,"date":799,"updatedAt":799,"sourceType":1067,"source":2328,"tags":2329},"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",[813,817,1068,1954],{"title":2331,"description":2332,"path":2333,"category":2223,"date":1012,"updatedAt":1012,"sourceType":778,"source":2334,"tags":2335},"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 不再像零散命令，而更像完整的设备授权生命周期。","/news/openclaw-device-token-lifecycle-watch-2026-03-25","https://docs.openclaw.ai/channels/pairing",[1154,1153,1094,1500,2336],"rotate",{"title":2338,"description":2339,"path":2340,"category":2223,"date":994,"updatedAt":994,"sourceType":778,"source":2341,"tags":2342},"OpenClaw 的诊断与修复工作流正在成型","官方最近围绕 Doctor、Diagnostics Flags、Debugging 和 sessions cleanup 的文档更新，正在把 OpenClaw 的排障方式从“看日志猜”推进到更清楚的 repair ladder。","/news/openclaw-diagnostics-repair-watch-2026-03-22","https://docs.openclaw.ai/doctor",[1506,1665,1507,1750,785],{"title":2344,"description":2345,"path":2346,"category":2223,"date":1012,"updatedAt":1012,"sourceType":778,"source":2341,"tags":2347},"OpenClaw 排障观察：doctor 正在从“检查器”继续长成带备份心智的修复入口","基于 2026 年 3 月 25 日可见的官方 Doctor 文档，最近排障层最值得关注的变化之一是 doctor 对 stale config、unknown keys 和 legacy 状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[1506,1507,1359,1582,1665],{"title":2349,"description":2350,"path":2351,"category":2352,"date":799,"updatedAt":799,"sourceType":1067,"source":2353,"tags":2354},"OpenClaw 教育场景观察：AI 助教、个性化学习与高校试点想象空间","基于 2026 年 3 月 16 日教育领域临时稿，梳理 OpenClaw 在高校与教学场景中的潜在落地方向，包括答疑、学习路径推荐和教师工作流辅助。","/news/openclaw-education-adoption-watch-2026-03-16","行业观察","content/tmp/2026-03-16/openclaw-education-sector-adoption.md",[2355,2356,2357,2358],"education","adoption","ai-tutor","higher-education",{"title":2360,"description":2361,"path":2362,"category":2352,"date":799,"updatedAt":799,"sourceType":1067,"source":2363,"tags":2364},"OpenClaw 企业应用热度上升：中文团队更关注私有化部署与流程接入","基于 2026 年 3 月 16 日企业方向临时稿，整理 OpenClaw 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",[823,1956,850,1954],{"title":2366,"description":2367,"path":2368,"category":2016,"date":872,"updatedAt":872,"sourceType":778,"source":2369,"tags":2370},"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",[817,1050,906,908,1069],{"title":2372,"description":2373,"path":2374,"category":2223,"date":974,"updatedAt":974,"sourceType":778,"source":2375,"tags":2376},"OpenClaw 的 Feishu 入口正在从聊天机器人走向文档协作流","官方近期更新的 Feishu 文档，把扫码接入、群控边界和 Drive 评论线程动作都写进了主线，说明 Feishu 已经不只是简单聊天入口。","/news/openclaw-feishu-drive-comments-watch-2026-04-30","https://docs.openclaw.ai/channels/feishu",[1131,1132,1133,1134,804,1135],{"title":2378,"description":2379,"path":2380,"category":2223,"date":1012,"updatedAt":1012,"sourceType":778,"source":2381,"tags":2382},"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 只是审批前端这几层边界写得更清楚了。","/news/openclaw-gateway-pairing-expiry-watch-2026-03-25","https://docs.openclaw.ai/gateway/pairing",[784,1153,2383,1094,968],"pending",{"title":2385,"description":2386,"path":2387,"category":2223,"date":1428,"updatedAt":1428,"sourceType":778,"source":2388,"tags":2389},"OpenClaw 正在把 Gateway 的 session source-of-truth 地位写得更明确","官方最新 Session 文档更明确地说明 session store、JSONL transcript 和 token 计数都应围绕 Gateway 理解，这会直接影响 WebChat、Dashboard 和远程 operator 的排障方式。","/news/openclaw-gateway-source-of-truth-watch-2026-03-26","https://docs.openclaw.ai/session",[784,1016,928,859,2390],"state",{"title":2392,"description":2393,"path":2394,"category":2223,"date":1012,"updatedAt":1012,"sourceType":778,"source":2395,"tags":2396},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 顺序写得更完整了，也让“没回”和“没进系统”首次更容易区分。","/news/openclaw-group-policy-watch-2026-03-25","https://docs.openclaw.ai/channels/groups",[1015,1814,1239,1172,997],{"title":2398,"description":2399,"path":2400,"category":2223,"date":1022,"updatedAt":1022,"sourceType":778,"source":2395,"tags":2401},"OpenClaw 正在把群触发从“@一下就行”写成更完整的治理链","官方最近围绕 Groups、Group Messages 和 Broadcast Groups 的文档更新，正在把 reply-to implicit mention、pending history、forum topic session key 和 shared-group rollout 写成更完整的群入口治理链。","/news/openclaw-group-trigger-governance-watch-2026-03-29",[1015,1887,2402,1014,1286],"activation",{"title":2404,"description":2405,"path":2406,"category":2223,"date":1012,"updatedAt":1012,"sourceType":778,"source":2407,"tags":2408},"OpenClaw 配置观察：include 合并边界正在从“能拆文件”继续走向“能预测最终结果”","基于 2026 年 3 月 25 日可见的官方 Configuration 文档，最近配置层最值得关注的变化之一是 include、数组处理和 sibling override 的顺序正在被官方主动写清。","/news/openclaw-include-merge-boundary-watch-2026-03-25","https://docs.openclaw.ai/gateway/configuration",[816,1834,1459,1835,785],{"title":2410,"description":2411,"path":2412,"category":2016,"date":872,"updatedAt":872,"sourceType":778,"source":2413,"tags":2414},"OpenClaw 官方 Showcase 基础设施观察：Home Assistant、Nix 与远程文件流转正在成为高频落地方向","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得关注的基础设施与部署类案例，观察 OpenClaw 在家庭服务器、可复现部署和远程实例运维上的真实应用。","/news/openclaw-infra-showcase-watch-2026-03-21","https://docs.openclaw.ai/start/showcase",[2415,1956,2416,2417,2418],"showcase","home-assistant","nix","infrastructure",{"title":2420,"description":2421,"path":2422,"category":2223,"date":994,"updatedAt":994,"sourceType":778,"source":2423,"tags":2424},"OpenClaw 的长期会话治理能力正在变完整","官方最近围绕 session、memory、compaction 和 secure DM mode 的文档更新，正在把长期连续性、上下文边界和重置策略拼成一条更完整的治理链。","/news/openclaw-long-session-governance-watch-2026-03-22","https://docs.openclaw.ai/concepts/session",[953,806,1385,2306,1286],{"title":2426,"description":2427,"path":2428,"category":2223,"date":994,"updatedAt":994,"sourceType":778,"source":2429,"tags":2430},"OpenClaw 的后台维护生命周期正在变清楚","官方最近围绕 cron、sessions cleanup、doctor 和 retention 的文档更新，正在把长期运行时的会话、日志和作业痕迹分成更清楚的维护层次。","/news/openclaw-maintenance-lifecycle-watch-2026-03-22","https://docs.openclaw.ai/cron",[1582,977,953,1473,785],{"title":2432,"description":2433,"path":2434,"category":2042,"date":2017,"updatedAt":864,"sourceType":1716,"source":2044,"tags":2435},"OpenClaw 2026年3月版本更新：技能系统与安全性全面升级","OpenClaw 发布重要更新，带来性能优化、全新技能系统和安全性改进。","/news/openclaw-march-2026-update",[1579,1644,1580,817,824],{"title":2437,"description":2438,"path":2439,"category":2223,"date":786,"updatedAt":786,"sourceType":778,"source":2440,"tags":2441},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 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如何把转录、向量检索和学习流程接成长链路。","/news/openclaw-memory-showcase-watch-2026-03-21",[2415,806,1102,2452,2453],"vector-search","knowledge",{"title":2455,"description":2456,"path":2457,"category":2223,"date":1012,"updatedAt":1012,"sourceType":778,"source":2458,"tags":2459},"OpenClaw 的 mention gating 正在从单一 @ 规则变成跨渠道触发层","官方最新 Groups 和 Group Messages 文档显示，mention gating 已经不再只服务 WhatsApp 群，而是在 Telegram、Slack、Discord、iMessage 等入口上逐步形成统一触发层。","/news/openclaw-mention-gating-watch-2026-03-25","https://docs.openclaw.ai/channels/group-messages",[1814,1015,1042,1044,1109],{"title":2461,"description":2462,"path":2463,"category":2223,"date":994,"updatedAt":994,"sourceType":778,"source":2464,"tags":2465},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 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",[1172,928,997,1176,804],{"title":2467,"description":2468,"path":2469,"category":2223,"date":786,"updatedAt":786,"sourceType":778,"source":2292,"tags":2470},"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",[921,1856,987,989,1541],{"title":2472,"description":2473,"path":2474,"category":2223,"date":1012,"updatedAt":1012,"sourceType":778,"source":2475,"tags":2476},"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 文档，最近节点层最值得关注的变化之一是能力宿主边界正在被主动拆清。","/news/openclaw-node-host-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes",[968,1152,784,1153,1154],{"title":2478,"description":2479,"path":2480,"category":2016,"date":872,"updatedAt":872,"sourceType":778,"source":2481,"tags":2482},"OpenClaw 接入观察：从 2026.1.29 的迁移信号到现在的 Onboarding Wizard，官方已经把“第一次跑通”做成更完整链路","基于 2026 年 3 月 21 日可见的官方 Onboarding、Install 与 Releases 页面，整理 OpenClaw 从命名迁移、路径自动迁移到本地/远程 wizard 分流这条接入链路最近最值得注意的变化。","/news/openclaw-onboarding-migration-watch-2026-03-21","https://docs.openclaw.ai/start/wizard",[858,2001,1280,2002,1582],{"title":2484,"description":2485,"path":2486,"category":2223,"date":1428,"updatedAt":1428,"sourceType":778,"source":2311,"tags":2487},"OpenClaw 的远程 operator 正在从“谁都能开网页”转向浏览器级交接管理","随着 Dashboard、Control UI 和 device pairing 文档持续补强，官方越来越清楚地把浏览器 profile、设备 pairing 和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1590,1095,1076,1153,781],{"title":2489,"description":2490,"path":2491,"category":2223,"date":1022,"updatedAt":1022,"sourceType":778,"source":2492,"tags":2493},"OpenClaw 正在把 Dashboard、WebChat 和 WebSocket 收成一套 operator surface","官方最近围绕 Dashboard、WebChat 和 Gateway Protocol 的文档更新，越来越清楚地把这些入口解释成同一套 operator surface 的不同层，而不是彼此割裂的功能页。","/news/openclaw-operator-surface-convergence-watch-2026-03-29","https://docs.openclaw.ai/gateway/protocol",[859,928,1436,1590,969],{"title":2495,"description":2496,"path":2497,"category":2223,"date":1012,"updatedAt":1012,"sourceType":778,"source":2334,"tags":2498},"OpenClaw 的 pairing CLI 正在从单条 approve 命令长成正式入口治理面","官方最近把 pairing CLI 的 list、clear、--account 和 --notify 等行为写得更完整了，也让聊天入口审批越来越像一套正式的运营控制面。","/news/openclaw-pairing-cli-scope-watch-2026-03-25",[1153,1694,804,1695,785],{"title":2500,"description":2501,"path":2502,"category":2016,"date":872,"updatedAt":872,"sourceType":778,"source":2503,"tags":2504},"OpenClaw 官方插件生态观察：社区插件、内置 Provider 插件与 Hook Pack 正在形成更完整扩展层","基于 2026 年 3 月 21 日可见的官方插件与 hooks 文档，整理 OpenClaw 插件生态最近最值得关注的三个变化：社区插件目录、package pack、多层 hooks 组织方式。","/news/openclaw-plugin-ecosystem-watch-2026-03-21","https://docs.openclaw.ai/plugins",[906,1068,908,1067,1069],{"title":2506,"description":2507,"path":2508,"category":2223,"date":786,"updatedAt":786,"sourceType":778,"source":2509,"tags":2510},"OpenClaw 插件观察：安装 spec 和 update tracking 正在决定插件后续会沿哪条轨道走","基于 2026 年 3 月 24 日可见的官方 plugins CLI 文档，最近插件层最值得关注的变化之一是 install spec、--pin 与 plugins.installs 正在被官方主动连成一条生命周期链。","/news/openclaw-plugin-install-tracking-watch-2026-03-24","https://docs.openclaw.ai/cli/plugins",[906,1050,1868,1869,1581],{"title":2512,"description":2513,"path":2514,"category":2223,"date":786,"updatedAt":786,"sourceType":778,"source":2515,"tags":2516},"OpenClaw 工作流观察：OpenProse 与 Lobster 的上下层分工正在变清楚","基于 2026 年 3 月 24 日可见的官方 Lobster 文档，最近最值得关注的信号是 OpenProse 与 Lobster 的边界正在被官方主动写清，多智能体准备和确定性执行不再混成一层。","/news/openclaw-prose-lobster-watch-2026-03-24","https://docs.openclaw.ai/tools/lobster",[1267,1268,850,1119,907],{"title":2518,"description":2519,"path":2520,"category":2223,"date":1022,"updatedAt":1022,"sourceType":778,"source":2521,"tags":2522},"OpenClaw 正在把 provider、模型和远程执行分成不同治理层","官方最近围绕 Models、Model Failover 和 node 的文档更新，正在把 provider auth、模型 allowlist、多模态能力和远程 node 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",[987,921,968,989,1286],{"title":2524,"description":2525,"path":2526,"category":2223,"date":1022,"updatedAt":1022,"sourceType":778,"source":2527,"tags":2528},"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",[987,1658,921,784,785],{"title":2530,"description":2531,"path":2532,"category":2016,"date":872,"updatedAt":872,"sourceType":778,"source":2211,"tags":2533},"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",[1579,1580,1582,1581],{"title":2535,"description":2536,"path":2537,"category":2223,"date":994,"updatedAt":994,"sourceType":778,"source":2237,"tags":2538},"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",[859,1153,968,781,1487],{"title":2540,"description":2541,"path":2542,"category":2223,"date":1012,"updatedAt":1012,"sourceType":778,"source":2543,"tags":2544},"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",[997,996,2545,804,998],"threads",{"title":2547,"description":2548,"path":2549,"category":2223,"date":974,"updatedAt":974,"sourceType":778,"source":2550,"tags":2551},"OpenClaw 把 SearXNG 推进 bundled web_search provider，搜索层开始更适合自托管","官方近期上线的 SearXNG Search 文档，说明 OpenClaw 的 web_search 已经不只适合外部 API，也开始正式支持自托管聚合搜索。","/news/openclaw-searxng-search-watch-2026-04-30","https://docs.openclaw.ai/tools/searxng-search",[1327,1214,1328,899,805],{"title":2553,"description":2554,"path":2555,"category":2223,"date":1012,"updatedAt":1012,"sourceType":778,"source":2556,"tags":2557},"OpenClaw Secret 观察：active snapshot 正在把密钥轮换从“即时取值”收成“原子切换”","基于 2026 年 3 月 25 日可见的官方 Secrets Management 文档，最近 secrets 层最值得关注的变化之一是 active snapshot 与 last-known-good 的边界越来越清楚。","/news/openclaw-secret-snapshot-watch-2026-03-25","https://docs.openclaw.ai/gateway/secrets",[1896,2558,2559,1895,785],"snapshot","rotation",{"title":2561,"description":2562,"path":2563,"category":2223,"date":1012,"updatedAt":1012,"sourceType":778,"source":2423,"tags":2564},"OpenClaw 正在把 secure DM mode 写成共享入口的默认安全心智","官方最近围绕 Session、Security 和 CLI Security 的更新，正在把 secure DM mode 从一个可选技巧，推成多人 DM 入口的基础隔离建议。","/news/openclaw-secure-dm-mode-watch-2026-03-25",[1016,824,1765,1153,1614],{"title":2566,"description":2567,"path":2568,"category":2223,"date":786,"updatedAt":786,"sourceType":778,"source":2569,"tags":2570},"OpenClaw 安全观察：security audit 已经从提醒工具继续长成加固入口","基于 2026 年 3 月 24 日可见的官方安全文档，最近最值得关注的信号是 openclaw security audit 不再只是列问题，而是在形成 audit、deep、fix 三段式加固路径。","/news/openclaw-security-audit-fix-watch-2026-03-24","https://docs.openclaw.ai/gateway/security",[824,1599,1601,1600,785],{"title":2572,"description":2573,"path":2574,"category":2575,"date":799,"updatedAt":799,"sourceType":1067,"source":2576,"tags":2577},"OpenClaw 安全与合规话题升温：中文团队更在意可审计与本地数据边界","基于 2026 年 3 月 16 日安全方向临时稿，整理 OpenClaw 在中文环境下最受关注的安全议题，包括本地运行、合规要求、可审计性与金融等高敏行业采用。","/news/openclaw-security-compliance-watch-2026-03-16","安全观察","content/tmp/2026-03-16/openclaw-security-audit-milestone.md",[824,2578,1185,823],"compliance",{"title":2580,"description":2581,"path":2582,"category":2223,"date":994,"updatedAt":994,"sourceType":778,"source":2556,"tags":2583},"OpenClaw 的安全运维边界继续细化","官方最近围绕 Secrets、approvals forwarding、trusted proxy 和 Control UI 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",[824,1895,1119,2584,785],"proxy",{"title":2586,"description":2587,"path":2588,"category":2223,"date":1906,"updatedAt":1906,"sourceType":778,"source":2589,"tags":2590},"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",[1016,1909,1385,1908,784],{"title":2592,"description":2593,"path":2594,"category":2223,"date":1906,"updatedAt":1906,"sourceType":778,"source":2595,"tags":2596},"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",[953,979,1915,1599,785],{"title":2598,"description":2599,"path":2600,"category":2223,"date":1012,"updatedAt":1012,"sourceType":778,"source":2601,"tags":2602},"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",[824,1614,1615,2603,784],"sandbox",{"title":2605,"description":2606,"path":2607,"category":2016,"date":872,"updatedAt":872,"sourceType":778,"source":2413,"tags":2608},"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",[2415,1067,1042,817,851],{"title":2610,"description":2611,"path":2612,"category":2223,"date":1022,"updatedAt":1022,"sourceType":778,"source":2601,"tags":2613},"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",[1614,1766,1014,997,824],{"title":2615,"description":2616,"path":2617,"category":2223,"date":1906,"updatedAt":1906,"sourceType":778,"source":2618,"tags":2619},"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",[1908,987,1934,1935,2620],"compatibility",{"title":2622,"description":2623,"path":2624,"category":2223,"date":786,"updatedAt":786,"sourceType":778,"source":2268,"tags":2625},"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",[1632,824,781,784,989],{"title":2627,"description":2628,"path":2629,"category":2223,"date":1428,"updatedAt":1428,"sourceType":778,"source":2388,"tags":2630},"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",[784,928,1430,1750,1016],{"title":2632,"description":2633,"path":2634,"category":2223,"date":786,"updatedAt":786,"sourceType":778,"source":2635,"tags":2636},"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",[1982,1582,1261,784,2390],{"title":2638,"description":2639,"path":2640,"category":2223,"date":786,"updatedAt":786,"sourceType":778,"source":2641,"tags":2642},"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",[1644,1645,1646,1647,1648],{"title":2644,"description":2645,"path":2646,"category":2016,"date":872,"updatedAt":872,"sourceType":778,"source":2413,"tags":2647},"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",[2415,1088,2648,2649,1102],"phone","tts",{"title":2651,"description":2652,"path":2653,"category":2223,"date":1012,"updatedAt":1012,"sourceType":778,"source":2654,"tags":2655},"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",[1088,1416,1417,968,1154],{"title":2657,"description":2658,"path":2659,"category":2016,"date":872,"updatedAt":872,"sourceType":778,"source":2237,"tags":2660},"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",[859,928,1436,1076,2323],{"title":2662,"description":2663,"path":2664,"category":2223,"date":1428,"updatedAt":1428,"sourceType":778,"source":2665,"tags":2666},"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 更像结构化集成面，入口分工正在变得更稳定。","/news/openclaw-webchat-control-surface-watch-2026-03-26","https://docs.openclaw.ai/web/webchat",[928,859,1430,784,1125],{"title":2668,"description":2669,"path":2670,"category":2223,"date":994,"updatedAt":994,"sourceType":778,"source":2515,"tags":2671},"OpenClaw 工作流治理能力继续成型","官方最近的 ClawHub、Lobster、OpenProse 与 Exec approvals 文档，正在把技能发现、确定性执行和审批恢复串成更完整的一条线。","/news/openclaw-workflow-governance-watch-2026-03-22",[850,1268,1050,1119,1286],{"title":2673,"description":2674,"path":2675,"category":2676,"date":2677,"updatedAt":2677,"sourceType":800,"source":2678,"tags":2679},"OpenClaw 中文站本周更新：扩展能力地图、案例展示重构与周更内容节奏启动","本周中文站完成扩展目录重排、案例展示页重构，并开始按“教程 + 更新 + 案例”三类节奏持续发布内容。","/news/openclawcn-weekly-update-2026-03-15","站点更新","2026-03-15","openclawcn.xyz",[2680,2681,805,2415,2682],"site-update","content","weekly",{"title":2684,"description":2685,"path":2686,"category":2687,"date":2017,"updatedAt":864,"sourceType":778,"source":2018,"tags":2688},"OpenClaw 隐私优先：数据保留在本地设备","OpenClaw 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