[{"data":1,"prerenderedAt":2881},["ShallowReactive",2],{"docs:manual/nodes-and-device-actions":3,"content-manifest":371},{"id":4,"title":5,"body":6,"category":352,"date":353,"description":354,"extension":355,"meta":356,"navigation":357,"path":358,"seo":359,"source":360,"sourceName":361,"sourceType":362,"stem":363,"tags":364,"updatedAt":369,"__hash__":370},"docs/docs/manual/nodes-and-device-actions.md","Nodes 与设备能力",{"type":7,"value":8,"toc":328},"minimark",[9,13,22,27,30,40,43,47,50,67,70,73,76,79,90,93,96,99,117,120,123,130,141,144,152,155,158,161,172,175,179,184,187,198,202,204,212,216,219,222,226,229,233,236,240,243,246,260,264,267,278,281,284,298,301,304],[10,11,5],"h1",{"id":12},"nodes-与设备能力",[14,15,16,17,21],"p",{},"现有文档已经讲了 Gateway、渠道和会话，但还有一层容易被忽略的能力来源：",[18,19,20],"code",{},"nodes","。官方文档里把 iOS、Android、camera capture、voice wake 等都独立拆开，说明 OpenClaw 并不只是“收消息再回消息”的系统，它还可以通过配对设备扩展现实世界的输入和动作能力。",[23,24,26],"h2",{"id":25},"nodes-不是-gateway","Nodes 不是 Gateway",[14,28,29],{},"先把一个最关键的概念分开：",[31,32,33,37],"ul",{},[34,35,36],"li",{},"Gateway 是系统的单一事实来源，负责会话、渠道、状态和认证",[34,38,39],{},"Node 是连接到 Gateway 的陪伴设备，负责暴露本地能力",[14,41,42],{},"也就是说，节点不是另一个“网关副本”，它更像是被 Gateway 编排的一组外设。",[23,44,46],{"id":45},"nodes-能带来什么","Nodes 能带来什么",[14,48,49],{},"根据官方当前文档，nodes 可以提供的典型能力包括：",[31,51,52,55,58,61,64],{},[34,53,54],{},"屏幕与 Canvas 相关能力",[34,56,57],{},"相机拍照与短视频捕获",[34,59,60],{},"语音唤醒和 Talk mode",[34,62,63],{},"位置信息",[34,65,66],{},"一些系统级动作与设备状态",[14,68,69],{},"对中文用户来说，这意味着 OpenClaw 不只是“聊天机器人”，而是可能通过手机、桌面或其他设备成为真正的跨端代理。",[23,71,72],{"id":72},"为什么官方把配对写得很重",[14,74,75],{},"节点能力天然比普通聊天入口更敏感。一个可以拍照、读取位置、处理语音的节点，如果没有明确授权，风险会远大于普通消息输入。",[14,77,78],{},"所以官方设计里强调：",[31,80,81,84,87],{},[34,82,83],{},"node 通过 Gateway WebSocket 接入",[34,85,86],{},"节点需要显式 pairing 才能加入",[34,88,89],{},"设备能力由用户设置开关控制",[14,91,92],{},"这不是形式主义，而是能力边界本身决定的。",[23,94,95],{"id":95},"节点配对的一般流程",[14,97,98],{},"典型流程是：",[100,101,102,105,108,111,114],"ol",{},[34,103,104],{},"Gateway 已经运行",[34,106,107],{},"节点尝试连接到 Gateway",[34,109,110],{},"Gateway 产生 pairing request",[34,112,113],{},"你通过 CLI 或 UI 审批这个节点",[34,115,116],{},"节点成为被信任的设备",[14,118,119],{},"所以节点接入本质上不是“自动发现后直接可用”，而是“发现 + 显式授权”。",[23,121,122],{"id":122},"相机能力怎么理解",[14,124,125,126,129],{},"官方 camera 文档说明得很明确：iOS、Android、macOS 节点都可以通过 ",[18,127,128],{},"node.invoke"," 暴露相机能力，包括：",[31,131,132,135,138],{},[34,133,134],{},"列出设备",[34,136,137],{},"拍照",[34,139,140],{},"录制短视频",[14,142,143],{},"但这里有两个关键限制：",[31,145,146,149],{},[34,147,148],{},"相机能力受用户设置控制",[34,150,151],{},"背景调用与平台权限模型有关，并不是所有场景都能稳定执行",[14,153,154],{},"所以更适合把它理解成“受控的设备动作”，而不是“默认永远可用的硬件接口”。",[23,156,157],{"id":157},"语音与唤醒词为什么重要",[14,159,160],{},"OpenClaw 官方把 Voice Wake 单独拿出来写，是因为它不是某个单设备的小功能，而是 Gateway 级别管理的一部分。当前设计里，唤醒词列表是全局管理的：",[31,162,163,166,169],{},[34,164,165],{},"由 Gateway 持有和同步",[34,167,168],{},"不同客户端可以编辑",[34,170,171],{},"各设备仍保留自己的启停开关",[14,173,174],{},"这说明 Voice Wake 不是孤立体验，而是跨设备共享的一层系统行为。",[23,176,178],{"id":177},"node-能力更适合什么场景","Node 能力更适合什么场景",[180,181,183],"h3",{"id":182},"_1-移动设备作为感知入口","1. 移动设备作为感知入口",[14,185,186],{},"例如：",[31,188,189,192,195],{},[34,190,191],{},"让手机拍一张现场照片",[34,193,194],{},"触发语音唤醒",[34,196,197],{},"提供位置或状态",[180,199,201],{"id":200},"_2-桌面设备作为执行节点","2. 桌面设备作为执行节点",[14,203,186],{},[31,205,206,209],{},[34,207,208],{},"提供本机画布或系统能力",[34,210,211],{},"作为 operator 工作机的延伸",[180,213,215],{"id":214},"_3-多设备协同","3. 多设备协同",[14,217,218],{},"当 Gateway 统一持有状态，而不同节点提供不同输入与动作时，OpenClaw 才真正体现出“多端代理系统”的味道。",[23,220,221],{"id":221},"中文用户最容易误解的地方",[180,223,225],{"id":224},"_1-以为节点就是渠道","1. 以为节点就是渠道",[14,227,228],{},"渠道处理的是消息入口，节点处理的是设备能力。两者不在同一层。",[180,230,232],{"id":231},"_2-以为节点加入后默认拥有所有权限","2. 以为节点加入后默认拥有所有权限",[14,234,235],{},"实际上很多能力都有显式开关和平台权限约束。",[180,237,239],{"id":238},"_3-只关心能不能连上不关心授权边界","3. 只关心能不能连上，不关心授权边界",[14,241,242],{},"节点一旦能访问相机、语音或位置，安全边界就不能再按普通聊天机器人去理解。",[23,244,245],{"id":245},"更适合的接入顺序",[100,247,248,251,254,257],{},[34,249,250],{},"先把 Gateway 与 Control UI 跑通",[34,252,253],{},"再接一个最简单的节点",[34,255,256],{},"先只验证一种能力，例如拍照或语音",[34,258,259],{},"确认 pairing、权限和访问范围都清楚后，再做更多扩展",[23,261,263],{"id":262},"什么时候值得上-nodes","什么时候值得上 Nodes",[14,265,266],{},"如果你当前只需要：",[31,268,269,272,275],{},[34,270,271],{},"聊天渠道接入",[34,273,274],{},"普通自动化",[34,276,277],{},"文字与工具调用",[14,279,280],{},"那不一定要第一时间碰 nodes。",[14,282,283],{},"但如果你想做：",[31,285,286,289,292,295],{},[34,287,288],{},"手机感知",[34,290,291],{},"设备级动作",[34,293,294],{},"语音唤醒",[34,296,297],{},"跨设备协作",[14,299,300],{},"那 nodes 就会成为 OpenClaw 和普通聊天型 agent 最不一样的部分之一。",[23,302,303],{"id":303},"下一步推荐",[31,305,306,314,321],{},[34,307,308,309],{},"想先理解整体结构：看 ",[310,311,313],"a",{"href":312},"/docs/manual/architecture","Gateway 架构概览",[34,315,316,317],{},"想理解配对流程：看 ",[310,318,320],{"href":319},"/docs/manual/session-and-pairing","Session、Pairing 与访问授权",[34,322,323,324],{},"想处理远程访问：看 ",[310,325,327],{"href":326},"/docs/operations/remote-access","远程访问与 Tailscale / SSH",{"title":329,"searchDepth":330,"depth":330,"links":331},"",2,[332,333,334,335,336,337,338,344,349,350,351],{"id":25,"depth":330,"text":26},{"id":45,"depth":330,"text":46},{"id":72,"depth":330,"text":72},{"id":95,"depth":330,"text":95},{"id":122,"depth":330,"text":122},{"id":157,"depth":330,"text":157},{"id":177,"depth":330,"text":178,"children":339},[340,342,343],{"id":182,"depth":341,"text":183},3,{"id":200,"depth":341,"text":201},{"id":214,"depth":341,"text":215},{"id":221,"depth":330,"text":221,"children":345},[346,347,348],{"id":224,"depth":341,"text":225},{"id":231,"depth":341,"text":232},{"id":238,"depth":341,"text":239},{"id":245,"depth":330,"text":245},{"id":262,"depth":330,"text":263},{"id":303,"depth":330,"text":303},"功能",null,"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。","md",{},true,"/docs/manual/nodes-and-device-actions",{"title":5,"description":354},"https://docs.openclaw.ai/nodes","OpenClaw 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核心概念","用一页建立 OpenClaw 的核心心智图，分清 Gateway、Agent、Channels、Tools、Skills、Memory 和 Control UI 各自负责什么。","/docs/getting-started/core-concepts","入门","2026-03-16","internal",[385,386,387,388,389,390],"concepts","gateway","agent","channels","tools","memory",{"title":392,"description":393,"path":394,"category":381,"updatedAt":395,"sourceType":383,"tags":396},"如果你是开发团队，应该先走哪条入口","面向开发团队和独立开发者，帮助判断应该先理解架构、配置、渠道还是扩展能力，避免刚跑通就把 OpenClaw 做成一团难维护的实验场。","/docs/getting-started/developer-team-entry","2026-03-23",[397,398,399,400,401],"developers","teams","architecture","configuration","skills",{"title":403,"description":404,"path":405,"category":381,"updatedAt":395,"sourceType":383,"tags":406},"如果你是企业运维，应该先走哪条入口","面向企业运维和长期维护者，帮助判断应该先看 Gateway、远程访问、安全还是升级治理，避免把 OpenClaw 当成一次性安装项目。","/docs/getting-started/enterprise-ops-entry",[407,408,386,409,410],"enterprise","operations","security","upgrades",{"title":412,"description":413,"path":414,"category":381,"updatedAt":415,"sourceType":362,"tags":416},"创建第一个 Agent","从零开始创建你的第一个 OpenClaw Agent，理解 Agent 的基本概念和配置方式。","/docs/getting-started/first-agent","2026-03-12",[387,417,418,419],"quickstart","tutorial","basics",{"title":421,"description":422,"path":423,"category":381,"updatedAt":415,"sourceType":362,"tags":424},"接入第一个渠道","学习如何将 OpenClaw Agent 接入消息渠道，实现多平台统一管理。","/docs/getting-started/first-channel",[388,417,418,419],{"title":426,"description":427,"path":428,"category":381,"updatedAt":415,"sourceType":362,"tags":429},"添加第一个技能","学习如何为 OpenClaw Agent 添加和配置技能，让助手具备更多能力。","/docs/getting-started/first-skill",[401,417,418,419],{"title":431,"description":432,"path":433,"category":381,"updatedAt":415,"sourceType":362,"tags":434},"创建第一个工作流","学习如何使用 OpenClaw 的工作流功能，实现自动化任务处理。","/docs/getting-started/first-workflow",[435,436,417,418],"workflow","automation",{"title":438,"description":439,"path":440,"category":381,"updatedAt":369,"sourceType":362,"tags":441},"快速入门","按官方推荐链路，在本机完成 OpenClaw 的安装、初始化、状态检查和第一次进入 Control UI。","/docs/getting-started/getting-started",[417,442,443,444],"installation","onboarding","dashboard",{"title":446,"description":447,"path":448,"category":381,"updatedAt":369,"sourceType":362,"tags":449},"Onboarding 引导流程说明","基于官方 Onboarding 思路，说明第一次配置 OpenClaw 时应该先做什么、后做什么，以及哪些事情不要过早展开。","/docs/getting-started/onboarding-guide",[443,450,451,386],"daemon","setup",{"title":453,"description":454,"path":455,"category":381,"updatedAt":456,"sourceType":362,"tags":457},"Onboarding 的本地模式和远程模式怎么选","基于最新官方 Onboarding Wizard 文档，整理 openclaw onboard 在 local 与 remote 两种模式下分别会做什么、不会做什么，以及第一次使用更适合走哪条路。","/docs/getting-started/onboarding-local-vs-remote","2026-03-21",[443,458,459,386,460],"remote","local","wizard",{"title":462,"description":463,"path":464,"category":381,"updatedAt":395,"sourceType":383,"tags":465},"如果你是个人用户，应该先走哪条入口","面向个人重度使用者，帮助判断应该先从 Dashboard、WebChat、渠道、模型还是 Skills 开始，而不是一上来就把整套能力全部接齐。","/docs/getting-started/personal-user-entry",[466,467,444,388,401],"personal","getting-started",{"title":469,"description":470,"path":471,"category":472,"updatedAt":369,"sourceType":362,"tags":473},"如何开始系统理解 OpenClaw","给第一次接触 OpenClaw 的中文用户一条更清晰的阅读顺序，先建立整体认知，再进入安装、接入和运维细节。","/docs/getting-started/reading-path","使用指南",[474,475,476,443],"reading-path","overview","docs",{"title":478,"description":479,"path":480,"category":481,"updatedAt":482,"sourceType":362,"tags":483},"OpenClaw 是什么","用中文快速理解 OpenClaw 的定位、使用方式和它与普通聊天产品的差别。","/docs/getting-started/what-is-openclaw","产品","2026-03-13",[475,484,388,485],"self-hosted","assistant",{"title":487,"description":488,"path":489,"category":381,"updatedAt":395,"sourceType":383,"tags":490},"我什么时候再上 Skills、Plugins 和多 Agent","帮你判断现在是否已经适合进入 Skills、Plugins、Hooks 或多 Agent 扩展，而不是在基础链路未稳定时过早堆复杂度。","/docs/getting-started/when-to-add-skills-plugins-and-multi-agent",[401,491,492,493,494],"plugins","multi-agent","hooks","decision",{"title":496,"description":497,"path":498,"category":381,"updatedAt":499,"sourceType":383,"tags":500},"我什么时候该开始接入渠道","帮你判断现在是否已经适合进入 Telegram、WhatsApp、飞书等渠道接入，而不是在最小链路未稳定时过早增加复杂度。","/docs/getting-started/when-to-connect-channels","2026-03-24",[388,443,494,386,501],"safety",{"title":503,"description":504,"path":505,"category":381,"updatedAt":499,"sourceType":383,"tags":506},"模型、配置和安全这三页分别什么时候看","用最短方式判断什么时候该去看模型选择、关键配置和安全实践，避免把问题带到错误页面里越看越乱。","/docs/getting-started/when-to-read-models-config-security",[507,508,409,494,467],"models","configurations",{"title":510,"description":511,"path":512,"category":381,"updatedAt":499,"sourceType":383,"tags":513},"Dashboard、WebChat 和聊天渠道分别什么时候用","把 OpenClaw 最常见的三个使用入口拆开，帮助你判断什么时候该进 Dashboard，什么时候该用 WebChat，什么时候才值得接入 Telegram、飞书或 WhatsApp。","/docs/getting-started/when-to-use-dashboard-webchat-or-channels",[444,514,388,494,467],"webchat",{"title":516,"description":517,"path":518,"category":381,"updatedAt":499,"sourceType":383,"tags":519},"我应该先从哪个页面开始","面向第一次进入中文站的用户，按目标、角色和当前问题判断应该先看文档、学习路径、主题中心、视频还是案例。","/docs/getting-started/which-page-should-i-start-with",[467,494,476,520,521],"paths","topics",{"title":523,"description":524,"path":525,"category":481,"updatedAt":369,"sourceType":362,"tags":526},"OpenClaw 适合哪些用户","判断你是否真的需要 OpenClaw，以及它更适合哪类中文用户和团队。","/docs/getting-started/who-is-openclaw-for",[527,398,528,484],"users","scenarios",{"title":530,"description":531,"path":532,"category":352,"updatedAt":369,"sourceType":533,"tags":534},"Agent 工作区结构说明","了解 OpenClaw 工作区里各类核心文件的作用，包括 AGENTS、SOUL、USER、MEMORY、日志、skills 和 sessions。","/docs/manual/agent-workspace","third-party",[535,536,390,401],"workspace","soul",{"title":313,"description":538,"path":312,"category":539,"updatedAt":369,"sourceType":362,"tags":540},"理解 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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",[1253,1254,1255,1004,765],"debugging","debug","runtime-overrides",{"title":1257,"description":1258,"path":1259,"category":1160,"updatedAt":546,"sourceType":362,"tags":1260},"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",[1172,1261,1262,1254,1166],"logging","flags",{"title":1264,"description":1265,"path":1266,"category":1160,"updatedAt":546,"sourceType":362,"tags":1267},"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",[568,1268,1269,549,1166],"dmScope","identityLinks",{"title":1271,"description":1272,"path":1273,"category":1160,"updatedAt":546,"sourceType":362,"tags":1274},"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",[1004,1005,1172,1275,1166],"migrations",{"title":1277,"description":1278,"path":1279,"category":1160,"updatedAt":546,"sourceType":362,"tags":1280},"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",[866,400,576,1281,1166],"shell",{"title":1283,"description":1284,"path":1285,"category":1160,"updatedAt":499,"sourceType":383,"tags":1286},"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",[1287,1080,618,1288,1082],"sources","trust",{"title":1290,"description":1291,"path":1292,"category":1160,"updatedAt":456,"sourceType":362,"tags":1293},"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",[386,1294,826,931,541],"rpc",{"title":1296,"description":1297,"path":1298,"category":1160,"updatedAt":546,"sourceType":362,"tags":1299},"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",[368,697,386,20,1166],{"title":1301,"description":1302,"path":1303,"category":1160,"updatedAt":923,"sourceType":362,"tags":1304},"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",[568,386,514,444,1166],{"title":1306,"description":1307,"path":1308,"category":1160,"updatedAt":574,"sourceType":362,"tags":1309},"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",[386,931,1310,1311,1166],"protocol","scopes",{"title":1313,"description":1314,"path":1315,"category":1160,"updatedAt":564,"sourceType":362,"tags":1316},"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",[567,1317,549,782,715],"mention",{"title":1319,"description":1320,"path":1321,"category":1160,"updatedAt":574,"sourceType":362,"tags":1322},"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",[978,1323,1324,1325,1166],"visibility","activeHours","alerts",{"title":1327,"description":1328,"path":1329,"category":1160,"updatedAt":564,"sourceType":362,"tags":1330},"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",[925,931,1331,386,1166],"sdk",{"title":1333,"description":1334,"path":1335,"category":1160,"updatedAt":564,"sourceType":362,"tags":1336},"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",[400,1337,955,1338,1166],"include","arrays",{"title":1340,"description":1341,"path":1342,"category":1160,"updatedAt":546,"sourceType":362,"tags":1343},"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",[799,1344,672,435,1166],"invoke",{"title":1346,"description":1347,"path":1348,"category":1160,"updatedAt":574,"sourceType":362,"tags":1349},"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",[390,1350,1351,1352,1353,1166],"hybrid-search","ranking","mmr","retrieval",{"title":1355,"description":1356,"path":1357,"category":1160,"updatedAt":499,"sourceType":362,"tags":1358},"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",[507,1359,646,657,1166],"probe",{"title":1361,"description":1362,"path":1363,"category":1160,"updatedAt":861,"sourceType":362,"tags":1364},"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",[368,697,1196,1365,985],"credentials",{"title":1367,"description":1368,"path":1369,"category":1160,"updatedAt":499,"sourceType":362,"tags":1370},"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",[491,601,1371,1372,1082,1166],"npm","pin",{"title":1374,"description":1375,"path":1376,"category":1251,"updatedAt":456,"sourceType":362,"tags":1377},"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",[1253,1378,765,657,728],"raw-stream",{"title":1380,"description":1381,"path":1382,"category":1160,"updatedAt":574,"sourceType":362,"tags":1383},"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",[458,1384,646,386,1166],"tlsFingerprint",{"title":1386,"description":1387,"path":1388,"category":1160,"updatedAt":574,"sourceType":362,"tags":1389},"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",[567,1390,1391,1392,1166],"mentions","pending-history","reply",{"title":1394,"description":1395,"path":1396,"category":1160,"updatedAt":546,"sourceType":362,"tags":1397},"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",[1398,1399,1400,657,1166],"secrets","secretrefs","runtime",{"title":1402,"description":1403,"path":1404,"category":1160,"updatedAt":564,"sourceType":362,"tags":1405},"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",[568,409,1268,368,782],{"title":1407,"description":1408,"path":1409,"category":1160,"updatedAt":1410,"sourceType":362,"tags":1411},"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",[568,1412,1413,880,1166],"transcript","jsonl",{"title":1415,"description":1416,"path":1417,"category":1160,"updatedAt":1410,"sourceType":362,"tags":1418},"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",[685,826,1419,1104,408],"store",{"title":1421,"description":1422,"path":1423,"category":1160,"updatedAt":574,"sourceType":362,"tags":1424},"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",[409,1119,1104,1425,1166],"ingress",{"title":1427,"description":1428,"path":1429,"category":1160,"updatedAt":456,"sourceType":362,"tags":1430},"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",[826,1013,1431,765,1432],"health","troubleshooting",{"title":1434,"description":1435,"path":1436,"category":1160,"updatedAt":1410,"sourceType":362,"tags":1437},"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",[1412,1438,657,1439,1166],"hygiene","tool-calls",{"title":1441,"description":1442,"path":1443,"category":1251,"updatedAt":369,"sourceType":362,"tags":1444},"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",[1432,1004,1013,765],{"title":1446,"description":1447,"path":1448,"category":1160,"updatedAt":546,"sourceType":362,"tags":1449},"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",[514,1450,1451,1412,1166],"history","inject",{"title":1453,"description":1454,"path":1455,"category":1456,"updatedAt":499,"sourceType":362,"tags":1457},"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",[1458,1459,1460,1461,1032,1033],"china","cloud","deployment","feishu",{"title":1463,"description":1464,"path":1465,"category":1456,"updatedAt":369,"sourceType":362,"tags":1466},"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",[1460,459,1467,1459,1468],"docker","wsl2",{"title":1470,"description":1471,"path":1472,"category":1456,"updatedAt":871,"sourceType":362,"tags":1473},"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",[442,1371,1474,1468],"install-script",{"title":1476,"description":1477,"path":1478,"category":1456,"updatedAt":456,"sourceType":362,"tags":1479},"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",[442,1480,1474,1481,1083],"updater","git",{"title":1483,"description":1484,"path":1485,"category":1456,"updatedAt":415,"sourceType":362,"tags":1486},"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",[442,1480,1487,1004,1083],"uninstall",{"title":1489,"description":1490,"path":1491,"category":1456,"updatedAt":415,"sourceType":362,"tags":1492},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 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回流边界正在被主动写清。","/news/openclaw-dashboard-webchat-auth-watch-2026-03-24",[444,514,647,1245,549,1820],"web",{"title":1822,"description":1823,"path":1824,"category":1523,"date":382,"updatedAt":382,"sourceType":618,"source":1825,"tags":1826},"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",[397,401,619,1458],{"title":1828,"description":1829,"path":1830,"category":1731,"date":564,"updatedAt":564,"sourceType":362,"source":1831,"tags":1832},"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",[697,368,647,998,1833],"rotate",{"title":1835,"description":1836,"path":1837,"category":1731,"date":546,"updatedAt":546,"sourceType":362,"source":1838,"tags":1839},"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",[1004,1172,1005,1253,408],{"title":1841,"description":1842,"path":1843,"category":1731,"date":564,"updatedAt":564,"sourceType":362,"source":1838,"tags":1844},"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",[1004,1005,863,1083,1172],{"title":1846,"description":1847,"path":1848,"category":1849,"date":382,"updatedAt":382,"sourceType":618,"source":1850,"tags":1851},"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",[1852,1853,1854,1855],"education","adoption","ai-tutor","higher-education",{"title":1857,"description":1858,"path":1859,"category":1849,"date":382,"updatedAt":382,"sourceType":618,"source":1860,"tags":1861},"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",[407,1460,435,1458],{"title":1863,"description":1864,"path":1865,"category":1523,"date":456,"updatedAt":456,"sourceType":362,"source":1866,"tags":1867},"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",[401,601,491,493,620],{"title":1869,"description":1870,"path":1871,"category":1731,"date":564,"updatedAt":564,"sourceType":362,"source":1872,"tags":1873},"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",[386,368,1874,647,20],"pending",{"title":1876,"description":1877,"path":1878,"category":1731,"date":923,"updatedAt":923,"sourceType":362,"source":1879,"tags":1880},"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",[386,568,514,444,1881],"state",{"title":1883,"description":1884,"path":1885,"category":1731,"date":564,"updatedAt":564,"sourceType":362,"source":1886,"tags":1887},"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",[567,1317,782,715,549],{"title":1889,"description":1890,"path":1891,"category":1731,"date":574,"updatedAt":574,"sourceType":362,"source":1886,"tags":1892},"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",[567,1390,1893,566,805],"activation",{"title":1895,"description":1896,"path":1897,"category":1731,"date":564,"updatedAt":564,"sourceType":362,"source":1898,"tags":1899},"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",[400,1337,955,1338,408],{"title":1901,"description":1902,"path":1903,"category":1523,"date":456,"updatedAt":456,"sourceType":362,"source":1904,"tags":1905},"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",[1906,1460,1907,1908,1909],"showcase","home-assistant","nix","infrastructure",{"title":1911,"description":1912,"path":1913,"category":1731,"date":546,"updatedAt":546,"sourceType":362,"source":1914,"tags":1915},"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",[685,390,880,1802,805],{"title":1917,"description":1918,"path":1919,"category":1731,"date":546,"updatedAt":546,"sourceType":362,"source":1920,"tags":1921},"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",[1083,970,685,971,408],{"title":1923,"description":1924,"path":1925,"category":1550,"date":1524,"updatedAt":369,"sourceType":1218,"source":1552,"tags":1926},"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",[1080,1151,1081,401,409],{"title":1928,"description":1929,"path":1930,"category":1731,"date":499,"updatedAt":499,"sourceType":362,"source":1931,"tags":1932},"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",[1906,390,655,1943,1944],"vector-search","knowledge",{"title":1946,"description":1947,"path":1948,"category":1731,"date":564,"updatedAt":564,"sourceType":362,"source":1949,"tags":1950},"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",[1317,567,593,595,663],{"title":1952,"description":1953,"path":1954,"category":1731,"date":546,"updatedAt":546,"sourceType":362,"source":1955,"tags":1956},"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",[715,514,549,719,388],{"title":1958,"description":1959,"path":1960,"category":1731,"date":499,"updatedAt":499,"sourceType":362,"source":1788,"tags":1961},"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",[507,1359,657,646,1042],{"title":1963,"description":1964,"path":1965,"category":1731,"date":564,"updatedAt":564,"sourceType":362,"source":360,"tags":1966},"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",[20,696,386,368,697],{"title":1968,"description":1969,"path":1970,"category":1523,"date":456,"updatedAt":456,"sourceType":362,"source":1971,"tags":1972},"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",[443,1507,1973,1508,1083],"install",{"title":1975,"description":1976,"path":1977,"category":1731,"date":923,"updatedAt":923,"sourceType":362,"source":1807,"tags":1978},"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",[1093,648,627,368,458],{"title":1980,"description":1981,"path":1982,"category":1731,"date":574,"updatedAt":574,"sourceType":362,"source":1983,"tags":1984},"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",[444,514,931,1093,541],{"title":1986,"description":1987,"path":1988,"category":1731,"date":564,"updatedAt":564,"sourceType":362,"source":1831,"tags":1989},"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",[368,1196,388,1197,408],{"title":1991,"description":1992,"path":1993,"category":1523,"date":456,"updatedAt":456,"sourceType":362,"source":1994,"tags":1995},"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",[491,619,493,618,620],{"title":1997,"description":1998,"path":1999,"category":1731,"date":499,"updatedAt":499,"sourceType":362,"source":2000,"tags":2001},"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",[491,601,1371,1372,1082],{"title":2003,"description":2004,"path":2005,"category":1731,"date":499,"updatedAt":499,"sourceType":362,"source":2006,"tags":2007},"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",[798,799,435,672,492],{"title":2009,"description":2010,"path":2011,"category":1731,"date":574,"updatedAt":574,"sourceType":362,"source":2012,"tags":2013},"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",[657,507,20,646,805],{"title":2015,"description":2016,"path":2017,"category":1731,"date":574,"updatedAt":574,"sourceType":362,"source":2018,"tags":2019},"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",[657,1165,507,386,408],{"title":2021,"description":2022,"path":2023,"category":1523,"date":456,"updatedAt":456,"sourceType":362,"source":1725,"tags":2024},"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",[1080,1081,1083,1082],{"title":2026,"description":2027,"path":2028,"category":1731,"date":546,"updatedAt":546,"sourceType":362,"source":1745,"tags":2029},"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",[444,368,20,458,985],{"title":2031,"description":2032,"path":2033,"category":1731,"date":564,"updatedAt":564,"sourceType":362,"source":2034,"tags":2035},"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",[549,548,2036,388,550],"threads",{"title":2038,"description":2039,"path":2040,"category":1731,"date":564,"updatedAt":564,"sourceType":362,"source":2041,"tags":2042},"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",[1399,2043,2044,1398,408],"snapshot","rotation",{"title":2046,"description":2047,"path":2048,"category":1731,"date":564,"updatedAt":564,"sourceType":362,"source":1914,"tags":2049},"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",[568,409,1268,368,1119],{"title":2051,"description":2052,"path":2053,"category":1731,"date":499,"updatedAt":499,"sourceType":362,"source":2054,"tags":2055},"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",[409,1104,1106,1105,408],{"title":2057,"description":2058,"path":2059,"category":2060,"date":382,"updatedAt":382,"sourceType":618,"source":2061,"tags":2062},"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",[409,2063,728,407],"compliance",{"title":2065,"description":2066,"path":2067,"category":1731,"date":546,"updatedAt":546,"sourceType":362,"source":2041,"tags":2068},"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",[409,1398,672,2069,408],"proxy",{"title":2071,"description":2072,"path":2073,"category":1731,"date":1410,"updatedAt":1410,"sourceType":362,"source":2074,"tags":2075},"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",[568,1413,880,1412,386],{"title":2077,"description":2078,"path":2079,"category":1731,"date":1410,"updatedAt":1410,"sourceType":362,"source":2080,"tags":2081},"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",[685,826,1419,1104,408],{"title":2083,"description":2084,"path":2085,"category":1731,"date":564,"updatedAt":564,"sourceType":362,"source":2086,"tags":2087},"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",[409,1119,1120,2088,386],"sandbox",{"title":2090,"description":2091,"path":2092,"category":1523,"date":456,"updatedAt":456,"sourceType":362,"source":1904,"tags":2093},"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",[1906,618,593,401,436],{"title":2095,"description":2096,"path":2097,"category":1731,"date":574,"updatedAt":574,"sourceType":362,"source":2086,"tags":2098},"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",[1119,1269,566,549,409],{"title":2100,"description":2101,"path":2102,"category":1731,"date":1410,"updatedAt":1410,"sourceType":362,"source":2103,"tags":2104},"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",[1412,657,1438,1439,2105],"compatibility",{"title":2107,"description":2108,"path":2109,"category":1731,"date":499,"updatedAt":499,"sourceType":362,"source":1764,"tags":2110},"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",[1139,409,458,386,646],{"title":2112,"description":2113,"path":2114,"category":1731,"date":923,"updatedAt":923,"sourceType":362,"source":1879,"tags":2115},"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",[386,514,925,1253,568],{"title":2117,"description":2118,"path":2119,"category":1731,"date":499,"updatedAt":499,"sourceType":362,"source":2120,"tags":2121},"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",[1487,1083,1184,386,1881],{"title":2123,"description":2124,"path":2125,"category":1731,"date":499,"updatedAt":499,"sourceType":362,"source":2126,"tags":2127},"OpenClaw 更新观察：stable、beta、dev 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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",[367,911,912,20,697],{"title":2142,"description":2143,"path":2144,"category":1523,"date":456,"updatedAt":456,"sourceType":362,"source":1745,"tags":2145},"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",[444,514,931,627,1820],{"title":2147,"description":2148,"path":2149,"category":1731,"date":923,"updatedAt":923,"sourceType":362,"source":2150,"tags":2151},"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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的安全设计理念、数据保护机制和企业级安全特性。","/news/security-architecture",[409,728,407,399],{"title":2195,"description":2196,"path":2197,"category":2198,"date":369,"updatedAt":369,"sourceType":618,"source":2199,"tags":2200},"OpenClaw 安全最佳实践：保护你的 AI 助手免受风险","随着 OpenClaw 的普及，安全问题日益受到关注。本文整理了保护本地 AI 助手的关键安全措施和最佳实践。","/news/security-best-practices","安全公告","安全社区",[409,728,1065,501],{"title":2202,"description":2203,"path":2204,"category":1604,"date":1524,"updatedAt":369,"sourceType":362,"source":1525,"tags":2205},"OpenClaw Signal 隐私通讯集成","了解如何将 OpenClaw 连接到 Signal，实现隐私通讯。","/news/signal-privacy",[849,728,1606,418],{"title":2207,"description":2208,"path":2209,"category":1583,"date":1551,"updatedAt":415,"sourceType":1218,"source":1552,"tags":2210},"OpenClaw 技能市场突破 400 个技能","OpenClaw 技能市场迎来重要里程碑，社区贡献的技能数量突破 400 个，覆盖更多应用场景。","/news/skills-marketplace-400",[401,1646,618,2211],"marketplace",{"title":2213,"description":2214,"path":2215,"category":1604,"date":1524,"updatedAt":369,"sourceType":362,"source":1525,"tags":2216},"OpenClaw Slack 工作区集成","了解如何将 OpenClaw 集成到 Slack 工作区，实现团队协作。","/news/slack-workspace",[663,535,1606,418],{"title":2218,"description":2219,"path":2220,"category":1543,"date":1524,"updatedAt":369,"sourceType":362,"source":1525,"tags":2221},"OpenClaw Tailscale 远程访问完全指南","了解如何使用 Tailscale 安全远程访问 OpenClaw，包括 Serve、Funnel 和身份认证。","/news/tailscale-integration",[963,458,2222,409],"vpn",{"title":2224,"description":2225,"path":2226,"category":1604,"date":1524,"updatedAt":369,"sourceType":362,"source":1525,"tags":2227},"OpenClaw Telegram Bot 配置指南","了解如何创建和配置 Telegram Bot 连接到 OpenClaw。","/news/telegram-bot",[593,887,1606,418],{"title":2229,"description":2230,"path":2231,"category":2232,"date":1524,"updatedAt":369,"sourceType":362,"source":1525,"tags":2233},"OpenClaw 与 VirusTotal 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