[{"data":1,"prerenderedAt":3015},["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","2026-05-26",[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":415,"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":533,"updatedAt":534,"sourceType":362,"tags":535},"Agent 运行时与工作区结构","理解 OpenClaw 的 Agent 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cooldown，以及为什么同一个 session 往往会持续使用同一套凭据。","/docs/reference/auth-profile-rotation-and-session-pinning",[571,838,1244,539,1245],{"title":1264,"description":1265,"path":1266,"category":1239,"updatedAt":604,"sourceType":362,"tags":1267},"setup code、bootstrapToken 和 /pair pending 应该怎么一起看","基于最新官方 Pairing 文档，解释 Telegram 首次设备接入时 setup code 里到底装了什么、bootstrapToken 只负责哪一步，以及为什么最后仍然要回到 /pair pending 做人工批准。","/docs/reference/bootstrap-code-and-pair-pending",[368,1268,622,734,1245],"bootstrapToken",{"title":1270,"description":1271,"path":1272,"category":1245,"updatedAt":534,"sourceType":362,"tags":1273},"引导文件模板系统","AGENTS.md、SOUL.md、BOOTSTRAP.md 等引导文件的用途、写法和最佳实践。","/docs/reference/bootstrap-templates",[1274,538,580,546,1136,537],"templates",{"title":1276,"description":1277,"path":1278,"category":1239,"updatedAt":594,"sourceType":362,"tags":1279},"频道 pairing CLI 和 account scope 应该怎么一起看","基于最新官方 Pairing 文档，解释 openclaw pairing 的 list、approve、clear、--account 与 --notify 分别影响什么，以及多账号渠道下为什么不能只看一个默认 allowFrom 文件。","/docs/reference/channel-pairing-cli-and-account-scope",[368,1280,388,1281,1065],"allowFrom","account",{"title":1283,"description":1284,"path":1285,"category":1239,"updatedAt":696,"sourceType":362,"tags":1286},"CLI 命令参考","OpenClaw 命令行工具完整参考，包含所有命令和选项说明。","/docs/reference/cli-reference",[561,1245,1287,1288],"commands","terminal",{"title":1290,"description":1291,"path":1292,"category":1239,"updatedAt":604,"sourceType":362,"tags":1293},"Cloudflare AI Gateway 的双层鉴权头应该怎么配","基于最新官方 Cloudflare AI Gateway 文档，解释 provider API key 和 cf-aig-authorization 为什么是两层不同凭据，以及 daemon 场景里最常见的缺失点。","/docs/reference/cloudflare-aig-dual-auth-headers",[1294,1295,571,569,1245],"cloudflare-ai-gateway","headers",{"title":1297,"description":1298,"path":1299,"category":1300,"updatedAt":499,"sourceType":647,"tags":1301},"社区支持","汇总 OpenClaw 的官方社区入口、反馈方式、提问建议和中文用户更适合的参与路径。","/docs/reference/community","社区",[647,1302,1303,1304],"github","issues","feedback",{"title":1306,"description":1307,"path":1308,"category":1239,"updatedAt":696,"sourceType":362,"tags":1309},"配置参考","OpenClaw 完整配置项参考文档，包含所有可配置选项的详细说明。","/docs/reference/configuration-reference",[400,1245,1310,1311],"settings","options",{"title":1313,"description":1314,"path":1315,"category":1239,"updatedAt":456,"sourceType":362,"tags":1316},"Control UI 设备配对与浏览器授权","基于最新官方 Control UI 与 Pairing 文档，解释为什么远程浏览器首次连接需要设备配对、设备身份如何记住，以及什么时候需要重新批准。","/docs/reference/control-ui-device-pairing",[656,368,734,676,1065],{"title":1318,"description":1319,"path":1320,"category":1239,"updatedAt":604,"sourceType":362,"tags":1321},"cron run 入队语义和 retry backoff 应该怎么理解","基于最新官方 cron CLI 与 Cron Jobs 文档，解释 openclaw cron run 为什么先返回 enqueued、何时该去看 runs，以及 recurring job 连续失败后的退避节奏。","/docs/reference/cron-run-queue-and-retry-backoff",[559,813,1322,896,1245],"scheduler",{"title":1324,"description":1325,"path":1326,"category":1239,"updatedAt":1004,"sourceType":362,"tags":1327},"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",[444,675,1328,1329,571],"secretref","sessionStorage",{"title":1331,"description":1332,"path":1333,"category":1334,"updatedAt":696,"sourceType":362,"tags":1335},"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",[1336,1337,1338,1084,802],"debugging","debug","runtime-overrides",{"title":1340,"description":1341,"path":1342,"category":1239,"updatedAt":576,"sourceType":362,"tags":1343},"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",[1251,1344,1345,1337,1245],"logging","flags",{"title":1347,"description":1348,"path":1349,"category":1239,"updatedAt":576,"sourceType":362,"tags":1350},"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",[598,1351,1352,579,1245],"dmScope","identityLinks",{"title":1354,"description":1355,"path":1356,"category":1239,"updatedAt":576,"sourceType":362,"tags":1357},"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",[1084,1085,1251,1358,1245],"migrations",{"title":1360,"description":1361,"path":1362,"category":1239,"updatedAt":576,"sourceType":362,"tags":1363},"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",[938,400,606,1364,1245],"shell",{"title":1366,"description":1367,"path":1368,"category":1239,"updatedAt":499,"sourceType":383,"tags":1369},"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",[1370,1159,647,1371,1161],"sources","trust",{"title":1373,"description":1374,"path":1375,"category":1239,"updatedAt":456,"sourceType":362,"tags":1376},"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",[386,1377,561,1012,551],"rpc",{"title":1379,"description":1380,"path":1381,"category":1239,"updatedAt":576,"sourceType":362,"tags":1382},"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",[368,734,386,20,1245],{"title":1384,"description":1385,"path":1386,"category":1239,"updatedAt":1004,"sourceType":362,"tags":1387},"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",[598,386,514,444,1245],{"title":1389,"description":1390,"path":1391,"category":1239,"updatedAt":604,"sourceType":362,"tags":1392},"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",[386,1012,1393,1394,1245],"protocol","scopes",{"title":1396,"description":1397,"path":1398,"category":1239,"updatedAt":594,"sourceType":362,"tags":1399},"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",[597,1400,579,819,752],"mention",{"title":1402,"description":1403,"path":1404,"category":1239,"updatedAt":604,"sourceType":362,"tags":1405},"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",[1058,1406,1407,1408,1245],"visibility","activeHours","alerts",{"title":1410,"description":1411,"path":1412,"category":1239,"updatedAt":594,"sourceType":362,"tags":1413},"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",[1006,1012,1414,386,1245],"sdk",{"title":1416,"description":1417,"path":1418,"category":1239,"updatedAt":594,"sourceType":362,"tags":1419},"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",[400,1420,1036,1421,1245],"include","arrays",{"title":1423,"description":1424,"path":1425,"category":1239,"updatedAt":576,"sourceType":362,"tags":1426},"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",[845,1427,700,435,1245],"invoke",{"title":1429,"description":1430,"path":1431,"category":1239,"updatedAt":604,"sourceType":362,"tags":1432},"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",[390,1433,1434,1435,1436,1245],"hybrid-search","ranking","mmr","retrieval",{"title":1438,"description":1439,"path":1440,"category":1239,"updatedAt":499,"sourceType":362,"tags":1441},"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",[507,1442,571,569,1245],"probe",{"title":1444,"description":1445,"path":1446,"category":1239,"updatedAt":933,"sourceType":362,"tags":1447},"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",[368,734,1280,1448,1065],"credentials",{"title":1450,"description":1451,"path":1452,"category":1239,"updatedAt":499,"sourceType":362,"tags":1453},"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",[491,630,1454,1455,1161,1245],"npm","pin",{"title":1457,"description":1458,"path":1459,"category":1334,"updatedAt":456,"sourceType":362,"tags":1460},"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 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正在从能接入走向能治理。","/news/openclaw-bedrock-guardrails-watch-2026-04-30","https://docs.openclaw.ai/providers/bedrock",[567,568,570,569,863],{"title":1845,"description":1846,"path":1847,"category":1809,"date":594,"updatedAt":594,"sourceType":362,"source":1848,"tags":1849},"OpenClaw 开始把 Broadcast Groups 从路由技巧推进成多代理协作入口","官方最新 Broadcast Groups 文档把多 agent 同群运行的触发条件、session 隔离和处理策略写得更完整了，也让它和普通 bindings 的分工更清楚。","/news/openclaw-broadcast-groups-watch-2026-03-25","https://docs.openclaw.ai/channels/broadcast-groups",[596,580,597,579,623],{"title":1851,"description":1852,"path":1853,"category":1809,"date":604,"updatedAt":604,"sourceType":362,"source":1854,"tags":1855},"OpenClaw 的浏览器管理员面正在收成一条完整信任链","官方最近围绕 Pairing、Remote Access、Trusted Proxy Auth 和 Dashboard 的文档更新，正在把浏览器入口从“页面能打开”收敛成“地址、认证、设备与 operator 权限”四层联动的信任链。","/news/openclaw-browser-trust-chain-watch-2026-03-29","https://docs.openclaw.ai/gateway/trusted-proxy-auth",[444,1218,368,458,409],{"title":1857,"description":1858,"path":1859,"category":1809,"date":499,"updatedAt":499,"sourceType":362,"source":1817,"tags":1860},"OpenClaw 渠道观察：Telegram 和 Discord 正在从聊天入口扩展成正式审批面","基于 2026 年 3 月 24 日可见的官方 Exec Approvals 文档，Telegram 与 Discord 最近最值得关注的变化不是又多了一个命令，而是它们已经开始承担受控审批入口。","/news/openclaw-channel-approval-clients-watch-2026-03-24",[622,624,700,388,1172],{"title":1862,"description":1863,"path":1864,"category":1660,"date":382,"updatedAt":382,"sourceType":647,"source":1865,"tags":1866},"OpenClaw 在中国 AI 生态中的位置：从中文教程热到本地化能力竞赛","基于 2026 年 3 月 16 日整理素材，梳理 OpenClaw 在中国 AI 生态里的关注点：本地部署、中文模型接入、数据安全与本土服务集成。","/news/openclaw-china-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-china-ai-ecosystem-analysis.md",[1540,648,1663,1616],{"title":1868,"description":1869,"path":1870,"category":1809,"date":499,"updatedAt":499,"sourceType":362,"source":1871,"tags":1872},"OpenClaw ClawHub 观察：sync、lockfile 与最小 telemetry 让技能注册表更像正式分发生态","基于 2026 年 3 月 24 日可见的官方 ClawHub 文档，最近最值得关注的变化不是“技能数量”，而是技能分发、版本记录和同步行为正在更像一套正式 registry。","/news/openclaw-clawhub-sync-watch-2026-03-24","https://docs.openclaw.ai/tools/clawhub",[630,401,639,640,1873,631],"telemetry",{"title":1875,"description":1876,"path":1877,"category":1602,"date":456,"updatedAt":456,"sourceType":362,"source":1878,"tags":1879},"OpenClaw CLI 观察：命令行已经不只是辅助工具，而是在慢慢收敛成正式控制面","基于 2026 年 3 月 21 日可见的官方 CLI Reference、Gateway protocol 与 Dashboard 文档，整理最近最值得中文站关注的 CLI 变化：status/health/logs 分层、gateway RPC 边界，以及 Dashboard 和 CLI 之间更清晰的协作关系。","/news/openclaw-cli-control-plane-watch-2026-03-21","https://docs.openclaw.ai/cli",[561,386,1377,551,408],{"title":1881,"description":1882,"path":1883,"category":1809,"date":576,"updatedAt":576,"sourceType":362,"source":1884,"tags":1885},"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",[400,938,578,1886,408],"overrides",{"title":1888,"description":1889,"path":1890,"category":1602,"date":456,"updatedAt":456,"sourceType":362,"source":1797,"tags":1891},"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 保真，以及它们对长期使用的意义。","/news/openclaw-context-compaction-watch-2026-03-21",[960,961,539,390,1892],"continuity",{"title":1894,"description":1895,"path":1896,"category":1602,"date":456,"updatedAt":456,"sourceType":362,"source":1897,"tags":1898},"OpenClaw 控制面观察：Control UI、设备配对与 Tailscale Serve 正在把浏览器管理做成正式能力","基于 2026 年 3 月 21 日可见的官方 Control UI、Dashboard、Pairing 与 Tailscale 文档，整理最近最值得关注的控制面变化：浏览器设备配对、语言支持、远程 Serve 与更明确的管理面边界。","/news/openclaw-control-surface-watch-2026-03-21","https://docs.openclaw.ai/web/control-ui",[656,444,1044,368,458],{"title":1900,"description":1901,"path":1902,"category":1809,"date":1004,"updatedAt":1004,"sourceType":362,"source":1823,"tags":1903},"OpenClaw 正在把 Dashboard bootstrap 写成更安全的默认路径","官方最新 Dashboard 文档更明确地说明了 openclaw dashboard 在 localhost、SecretRef token 和 headless 环境里的引导行为，也让它更像正式控制面入口。","/news/openclaw-dashboard-bootstrap-watch-2026-03-26",[444,538,1328,571,656],{"title":1905,"description":1906,"path":1907,"category":1809,"date":499,"updatedAt":499,"sourceType":362,"source":1823,"tags":1908},"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",[444,514,675,1328,579,1909],"web",{"title":1911,"description":1912,"path":1913,"category":1602,"date":382,"updatedAt":382,"sourceType":647,"source":1914,"tags":1915},"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",[397,401,648,1540],{"title":1917,"description":1918,"path":1919,"category":1809,"date":594,"updatedAt":594,"sourceType":362,"source":1920,"tags":1921},"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",[734,368,675,1078,1922],"rotate",{"title":1924,"description":1925,"path":1926,"category":1809,"date":576,"updatedAt":576,"sourceType":362,"source":1927,"tags":1928},"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",[1084,1251,1085,1336,408],{"title":1930,"description":1931,"path":1932,"category":1809,"date":594,"updatedAt":594,"sourceType":362,"source":1927,"tags":1933},"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",[1084,1085,935,1162,1251],{"title":1935,"description":1936,"path":1937,"category":1938,"date":382,"updatedAt":382,"sourceType":647,"source":1939,"tags":1940},"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",[1941,1942,1943,1944],"education","adoption","ai-tutor","higher-education",{"title":1946,"description":1947,"path":1948,"category":1938,"date":382,"updatedAt":382,"sourceType":647,"source":1949,"tags":1950},"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",[407,1542,435,1540],{"title":1952,"description":1953,"path":1954,"category":1602,"date":456,"updatedAt":456,"sourceType":362,"source":1955,"tags":1956},"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",[401,630,491,493,649],{"title":1958,"description":1959,"path":1960,"category":1809,"date":556,"updatedAt":556,"sourceType":362,"source":1961,"tags":1962},"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",[712,713,714,715,388,716],{"title":1964,"description":1965,"path":1966,"category":1809,"date":594,"updatedAt":594,"sourceType":362,"source":1967,"tags":1968},"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",[386,368,1969,675,20],"pending",{"title":1971,"description":1972,"path":1973,"category":1809,"date":1004,"updatedAt":1004,"sourceType":362,"source":1974,"tags":1975},"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",[386,598,514,444,1976],"state",{"title":1978,"description":1979,"path":1980,"category":1809,"date":594,"updatedAt":594,"sourceType":362,"source":1981,"tags":1982},"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",[597,1400,819,752,579],{"title":1984,"description":1985,"path":1986,"category":1809,"date":604,"updatedAt":604,"sourceType":362,"source":1981,"tags":1987},"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",[597,1473,1988,596,863],"activation",{"title":1990,"description":1991,"path":1992,"category":1809,"date":594,"updatedAt":594,"sourceType":362,"source":1993,"tags":1994},"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",[400,1420,1036,1421,408],{"title":1996,"description":1997,"path":1998,"category":1602,"date":456,"updatedAt":456,"sourceType":362,"source":1999,"tags":2000},"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",[2001,1542,2002,2003,2004],"showcase","home-assistant","nix","infrastructure",{"title":2006,"description":2007,"path":2008,"category":1809,"date":576,"updatedAt":576,"sourceType":362,"source":2009,"tags":2010},"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",[539,390,961,1892,863],{"title":2012,"description":2013,"path":2014,"category":1809,"date":576,"updatedAt":576,"sourceType":362,"source":2015,"tags":2016},"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",[1162,559,539,1051,408],{"title":2018,"description":2019,"path":2020,"category":1628,"date":1603,"updatedAt":369,"sourceType":1302,"source":1630,"tags":2021},"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",[1159,1230,1160,401,409],{"title":2023,"description":2024,"path":2025,"category":1809,"date":499,"updatedAt":499,"sourceType":362,"source":2026,"tags":2027},"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",[2001,390,683,2038,2039],"vector-search","knowledge",{"title":2041,"description":2042,"path":2043,"category":1809,"date":594,"updatedAt":594,"sourceType":362,"source":2044,"tags":2045},"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",[1400,597,622,624,690],{"title":2047,"description":2048,"path":2049,"category":1809,"date":576,"updatedAt":576,"sourceType":362,"source":2050,"tags":2051},"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",[752,514,579,756,388],{"title":2053,"description":2054,"path":2055,"category":1809,"date":499,"updatedAt":499,"sourceType":362,"source":1878,"tags":2056},"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",[507,1442,569,571,1121],{"title":2058,"description":2059,"path":2060,"category":1809,"date":594,"updatedAt":594,"sourceType":362,"source":360,"tags":2061},"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",[20,733,386,368,734],{"title":2063,"description":2064,"path":2065,"category":1602,"date":456,"updatedAt":456,"sourceType":362,"source":2066,"tags":2067},"OpenClaw 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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",[444,514,1012,1172,551],{"title":2080,"description":2081,"path":2082,"category":1809,"date":594,"updatedAt":594,"sourceType":362,"source":1920,"tags":2083},"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",[368,1280,388,1281,408],{"title":2085,"description":2086,"path":2087,"category":1602,"date":456,"updatedAt":456,"sourceType":362,"source":2088,"tags":2089},"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",[491,648,493,647,649],{"title":2091,"description":2092,"path":2093,"category":1809,"date":499,"updatedAt":499,"sourceType":362,"source":2094,"tags":2095},"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",[491,630,1454,1455,1161],{"title":2097,"description":2098,"path":2099,"category":1809,"date":499,"updatedAt":499,"sourceType":362,"source":2100,"tags":2101},"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",[844,845,435,700,492],{"title":2103,"description":2104,"path":2105,"category":1809,"date":604,"updatedAt":604,"sourceType":362,"source":2106,"tags":2107},"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",[569,507,20,571,863],{"title":2109,"description":2110,"path":2111,"category":1809,"date":604,"updatedAt":604,"sourceType":362,"source":2112,"tags":2113},"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",[569,1244,507,386,408],{"title":2115,"description":2116,"path":2117,"category":1602,"date":456,"updatedAt":456,"sourceType":362,"source":1797,"tags":2118},"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",[1159,1160,1162,1161],{"title":2120,"description":2121,"path":2122,"category":1809,"date":576,"updatedAt":576,"sourceType":362,"source":1823,"tags":2123},"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",[444,368,20,458,1065],{"title":2125,"description":2126,"path":2127,"category":1809,"date":594,"updatedAt":594,"sourceType":362,"source":2128,"tags":2129},"OpenClaw 的 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的边界越来越清楚。","/news/openclaw-secret-snapshot-watch-2026-03-25","https://docs.openclaw.ai/gateway/secrets",[1482,2143,2144,1481,408],"snapshot","rotation",{"title":2146,"description":2147,"path":2148,"category":1809,"date":594,"updatedAt":594,"sourceType":362,"source":2009,"tags":2149},"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",[598,409,1351,368,1198],{"title":2151,"description":2152,"path":2153,"category":1809,"date":499,"updatedAt":499,"sourceType":362,"source":2154,"tags":2155},"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 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降级开关的文档，正在把安全问题从抽象原则推向更可执行的运维边界。","/news/openclaw-security-ops-watch-2026-03-22",[409,1481,700,2169,408],"proxy",{"title":2171,"description":2172,"path":2173,"category":1809,"date":1492,"updatedAt":1492,"sourceType":362,"source":2174,"tags":2175},"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",[598,1495,961,1494,386],{"title":2177,"description":2178,"path":2179,"category":1809,"date":1492,"updatedAt":1492,"sourceType":362,"source":2180,"tags":2181},"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",[539,561,1501,1183,408],{"title":2183,"description":2184,"path":2185,"category":1809,"date":594,"updatedAt":594,"sourceType":362,"source":2186,"tags":2187},"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",[409,1198,1199,2188,386],"sandbox",{"title":2190,"description":2191,"path":2192,"category":1602,"date":456,"updatedAt":456,"sourceType":362,"source":1999,"tags":2193},"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",[2001,647,622,401,436],{"title":2195,"description":2196,"path":2197,"category":1809,"date":604,"updatedAt":604,"sourceType":362,"source":2186,"tags":2198},"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",[1198,1352,596,579,409],{"title":2200,"description":2201,"path":2202,"category":1809,"date":1492,"updatedAt":1492,"sourceType":362,"source":2203,"tags":2204},"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",[1494,569,1520,1521,2205],"compatibility",{"title":2207,"description":2208,"path":2209,"category":1809,"date":499,"updatedAt":499,"sourceType":362,"source":1854,"tags":2210},"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",[1218,409,458,386,571],{"title":2212,"description":2213,"path":2214,"category":1809,"date":1004,"updatedAt":1004,"sourceType":362,"source":1974,"tags":2215},"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",[386,514,1006,1336,598],{"title":2217,"description":2218,"path":2219,"category":1809,"date":499,"updatedAt":499,"sourceType":362,"source":2220,"tags":2221},"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",[1568,1162,838,386,1976],{"title":2223,"description":2224,"path":2225,"category":1809,"date":499,"updatedAt":499,"sourceType":362,"source":2226,"tags":2227},"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 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