[{"data":1,"prerenderedAt":2851},["ShallowReactive",2],{"docs:manual/webchat-api-and-control-surface-boundaries":3,"content-manifest":342},{"id":4,"title":5,"body":6,"category":322,"date":323,"description":324,"extension":325,"meta":326,"navigation":327,"path":328,"seo":329,"source":330,"sourceName":331,"sourceType":332,"stem":333,"tags":334,"updatedAt":340,"__hash__":341},"docs/docs/manual/webchat-api-and-control-surface-boundaries.md","WebChat、API 和控制面入口的边界怎么分",{"type":7,"value":8,"toc":301},"minimark",[9,13,17,33,40,51,56,59,70,73,78,81,85,88,96,99,104,107,112,115,119,122,130,133,144,147,151,154,159,162,167,173,178,181,186,190,193,198,201,212,215,218,223,226,231,235,237,242,246,248,253,256,260,263,267,270,274,277,280],[10,11,5],"h1",{"id":12},"webchatapi-和控制面入口的边界怎么分",[14,15,16],"p",{},"中文团队在做 OpenClaw 集成时，很容易把几类完全不同的入口都叫成“前端”或“API”：",[18,19,20,24,27,30],"ul",{},[21,22,23],"li",{},"Dashboard",[21,25,26],{},"WebChat",[21,28,29],{},"HTTP API",[21,31,32],{},"Gateway WebSocket",[14,34,35,36,39],{},"但最近官方文档把它们的职责写得越来越清楚了。",[37,38],"br",{},"\n如果压成一句更有用的话，就是：",[18,41,42,45,48],{},[21,43,44],{},"Dashboard 是控制面",[21,46,47],{},"WebChat 是会话 UI",[21,49,50],{},"API 是结构化集成面",[52,53,55],"h2",{"id":54},"dashboard-在回答什么问题","Dashboard 在回答什么问题",[14,57,58],{},"Dashboard 更像在回答：",[18,60,61,64,67],{},[21,62,63],{},"这个系统现在处于什么状态",[21,65,66],{},"operator 该如何进入管理面",[21,68,69],{},"当前实例和认证链路是否正常",[14,71,72],{},"所以它属于：",[18,74,75],{},[21,76,77],{},"admin surface",[14,79,80],{},"而不是普通聊天入口。",[52,82,84],{"id":83},"webchat-在回答什么问题","WebChat 在回答什么问题",[14,86,87],{},"WebChat 更像在回答：",[18,89,90,93],{},[21,91,92],{},"我能不能围绕某个选定 agent 直接进行实时对话",[21,94,95],{},"当前会话怎样稳定回流到这一个聊天面",[14,97,98],{},"官方现在写得很明确：",[18,100,101],{},[21,102,103],{},"replies always go back to WebChat",[14,105,106],{},"这意味着它更像：",[18,108,109],{},[21,110,111],{},"Gateway WebSocket 会话层的确定性 UI",[14,113,114],{},"而不是跨多个消息面的总入口。",[52,116,118],{"id":117},"http-api-在回答什么问题","HTTP API 在回答什么问题",[14,120,121],{},"HTTP API 更像在回答：",[18,123,124,127],{},[21,125,126],{},"某个资源现在是什么状态",[21,128,129],{},"某次结构化请求应该返回什么结果",[14,131,132],{},"它更适合：",[18,134,135,138,141],{},[21,136,137],{},"服务对服务",[21,139,140],{},"状态读取",[21,142,143],{},"明确的管理与调用",[14,145,146],{},"而不是需要持续流式交互和会话回流的场景。",[52,148,150],{"id":149},"为什么-websocket-又不能和-webchat-混成一层","为什么 WebSocket 又不能和 WebChat 混成一层",[14,152,153],{},"WebSocket 是：",[18,155,156],{},[21,157,158],{},"实时数据面",[14,160,161],{},"WebChat 是：",[18,163,164],{},[21,165,166],{},"基于这层数据面的浏览器 UI",[14,168,169,170,172],{},"两者相关，但不是同一层。",[37,171],{},"\n这也解释了为什么你可以：",[18,174,175],{},[21,176,177],{},"自己做一个 WS 客户端",[14,179,180],{},"但它并不自动等于：",[18,182,183],{},[21,184,185],{},"你已经拥有了 WebChat 的全部交互语义",[52,187,189],{"id":188},"gateway-为什么在这四层上都还是中心","Gateway 为什么在这四层上都还是中心",[14,191,192],{},"官方 Session 文档最近把一条边界写得很清楚：",[18,194,195],{},[21,196,197],{},"Gateway is the source of truth",[14,199,200],{},"所以更稳的理解始终是：",[18,202,203,206,209],{},[21,204,205],{},"Dashboard 围绕 Gateway 管理状态",[21,207,208],{},"WebChat 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的全部语义",[14,275,276],{},"管理面、会话面和集成面并不等形。",[52,278,279],{"id":279},"下一步推荐",[18,281,282,289,295],{},[21,283,284],{},[285,286,288],"a",{"href":287},"/docs/reference/gateway-session-source-of-truth","Gateway 为什么是 session source of truth",[21,290,291],{},[285,292,294],{"href":293},"/docs/reference/http-api-vs-gateway-websocket-vs-sdk","HTTP API、Gateway WebSocket 和 SDK 应该怎么分工",[21,296,297],{},[285,298,300],{"href":299},"/best-practices/webchat-operator-usage-policy","WebChat 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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",[371,461,462,463,464],"plugins","multi-agent","hooks","decision",{"title":466,"description":467,"path":468,"category":352,"updatedAt":469,"sourceType":354,"tags":470},"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",[358,414,464,338,471],"safety",{"title":473,"description":474,"path":475,"category":352,"updatedAt":469,"sourceType":354,"tags":476},"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",[477,478,379,464,437],"models","configurations",{"title":480,"description":481,"path":482,"category":352,"updatedAt":469,"sourceType":354,"tags":483},"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",[337,335,358,464,437],{"title":485,"description":486,"path":487,"category":352,"updatedAt":469,"sourceType":354,"tags":488},"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",[437,464,446,489,490],"paths","topics",{"title":492,"description":493,"path":494,"category":451,"updatedAt":411,"sourceType":332,"tags":495},"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",[496,368,497,454],"users","scenarios",{"title":499,"description":500,"path":501,"category":322,"updatedAt":411,"sourceType":502,"tags":503},"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",[504,505,360,371],"workspace","soul",{"title":507,"description":508,"path":509,"category":510,"updatedAt":411,"sourceType":332,"tags":511},"Gateway 架构概览","理解 OpenClaw 的 Gateway、Control-plane 客户端和 Nodes 如何协作，以及为什么它是一个单一长连接网关系统。","/docs/manual/architecture","架构",[338,512,369,513],"nodes","control-plane",{"title":515,"description":516,"path":517,"category":322,"updatedAt":518,"sourceType":332,"tags":519},"bindings 的优先级怎么影响 agent 选择","基于最新官方 Channel Routing 与 Configuration 文档，解释 peer、guild、team、account、channel 和 default agent 的命中顺序，以及为什么 binding 命中问题常常看起来像“模型选错了”。","/docs/manual/bindings-precedence-and-agent-selection","2026-03-22",[520,521,522,358,370],"bindings","routing","agents",{"title":524,"description":525,"path":526,"category":322,"updatedAt":469,"sourceType":332,"tags":527},"BlueBubbles 与 iMessage 接入","为什么官方更推荐 BlueBubbles，而不是 legacy imsg，以及远程 Mac 和 webhook 模式下该注意什么。","/docs/manual/bluebubbles-imessage",[358,528,529,530,531],"bluebubbles","imessage","macos","webhook",{"title":533,"description":534,"path":535,"category":322,"updatedAt":536,"sourceType":332,"tags":537},"Broadcast Groups 和普通 routing 的边界怎么区分","基于最新官方 Broadcast Groups 与 Channel Routing 文档，解释 Broadcast Groups 何时会生效、为什么它不是 bindings 的替代品，以及多代理同群运行时的 session、工具和响应顺序边界。","/docs/manual/broadcast-groups-and-routing-boundaries","2026-03-25",[538,521,539,522,540],"broadcast","groups","session",{"title":542,"description":543,"path":544,"category":545,"updatedAt":546,"sourceType":332,"tags":547},"Broadcast 和普通 bindings 谁先生效，什么时候该用哪一个","基于最新官方 Broadcast Groups、Channel Routing 与 Groups 文档，整理 broadcast、bindings、group policy 和 mention gating 的生效顺序，帮助团队区分“多 agent 协作”和“单 agent 路由”到底该落在哪层。","/docs/manual/broadcast-vs-binding-precedence","使用说明","2026-03-29",[538,520,521,539,548,549],"precedence","manual",{"title":551,"description":552,"path":553,"category":322,"updatedAt":411,"sourceType":332,"tags":554},"Camera Capture 与拍照/短视频能力","理解 OpenClaw 的 camera capture 如何通过 nodes 暴露给 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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[845,370,548,1257,1142],"shell",{"title":1259,"description":1260,"path":1261,"category":1136,"updatedAt":469,"sourceType":354,"tags":1262},"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",[1263,1054,592,1264,1056],"sources","trust",{"title":1266,"description":1267,"path":1268,"category":1136,"updatedAt":426,"sourceType":332,"tags":1269},"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",[338,1270,804,905,513],"rpc",{"title":1272,"description":1273,"path":1274,"category":1136,"updatedAt":518,"sourceType":332,"tags":1275},"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",[671,672,338,512,1142],{"title":288,"description":1277,"path":287,"category":1136,"updatedAt":340,"sourceType":332,"tags":1278},"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。",[540,338,335,337,1142],{"title":1280,"description":1281,"path":1282,"category":1136,"updatedAt":546,"sourceType":332,"tags":1283},"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",[338,905,1284,1285,1142],"protocol","scopes",{"title":1287,"description":1288,"path":1289,"category":1136,"updatedAt":536,"sourceType":332,"tags":1290},"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",[539,1291,521,757,690],"mention",{"title":1293,"description":1294,"path":1295,"category":1136,"updatedAt":546,"sourceType":332,"tags":1296},"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",[952,1297,1298,1299,1142],"visibility","activeHours","alerts",{"title":294,"description":1301,"path":293,"category":1136,"updatedAt":536,"sourceType":332,"tags":1302},"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。",[336,905,1303,338,1142],"sdk",{"title":1305,"description":1306,"path":1307,"category":1136,"updatedAt":536,"sourceType":332,"tags":1308},"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",[370,1309,929,1310,1142],"include","arrays",{"title":1312,"description":1313,"path":1314,"category":1136,"updatedAt":518,"sourceType":332,"tags":1315},"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",[777,1316,647,405,1142],"invoke",{"title":1318,"description":1319,"path":1320,"category":1136,"updatedAt":546,"sourceType":332,"tags":1321},"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",[360,1322,1323,1324,1325,1142],"hybrid-search","ranking","mmr","retrieval",{"title":1327,"description":1328,"path":1329,"category":1136,"updatedAt":469,"sourceType":332,"tags":1330},"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",[477,1331,621,632,1142],"probe",{"title":1333,"description":1334,"path":1335,"category":1136,"updatedAt":840,"sourceType":332,"tags":1336},"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",[671,672,1172,1337,959],"credentials",{"title":1339,"description":1340,"path":1341,"category":1136,"updatedAt":469,"sourceType":332,"tags":1342},"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",[461,575,1343,1344,1056,1142],"npm","pin",{"title":1346,"description":1347,"path":1348,"category":1227,"updatedAt":426,"sourceType":332,"tags":1349},"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",[1229,1350,740,632,703],"raw-stream",{"title":1352,"description":1353,"path":1354,"category":1136,"updatedAt":546,"sourceType":332,"tags":1355},"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",[428,1356,621,338,1142],"tlsFingerprint",{"title":1358,"description":1359,"path":1360,"category":1136,"updatedAt":546,"sourceType":332,"tags":1361},"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",[539,1362,1363,1364,1142],"mentions","pending-history","reply",{"title":1366,"description":1367,"path":1368,"category":1136,"updatedAt":518,"sourceType":332,"tags":1369},"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",[1370,1371,1372,632,1142],"secrets","secretrefs","runtime",{"title":1374,"description":1375,"path":1376,"category":1136,"updatedAt":536,"sourceType":332,"tags":1377},"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",[540,379,1244,671,757],{"title":1379,"description":1380,"path":1381,"category":1136,"updatedAt":1382,"sourceType":332,"tags":1383},"session JSONL、compaction entry 和 branch summary 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信号，以及这些提醒真正想让你检查什么。","/docs/reference/shared-user-ingress-signals",[379,1095,1080,1397,1142],"ingress",{"title":1399,"description":1400,"path":1401,"category":1136,"updatedAt":426,"sourceType":332,"tags":1402},"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",[804,987,1403,740,1404],"health","troubleshooting",{"title":1406,"description":1407,"path":1408,"category":1136,"updatedAt":1382,"sourceType":332,"tags":1409},"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",[1384,1410,632,1411,1142],"hygiene","tool-calls",{"title":1413,"description":1414,"path":1415,"category":1227,"updatedAt":411,"sourceType":332,"tags":1416},"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",[1404,978,987,740],{"title":1418,"description":1419,"path":1420,"category":1136,"updatedAt":518,"sourceType":332,"tags":1421},"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",[335,1422,1423,1384,1142],"history","inject",{"title":1425,"description":1426,"path":1427,"category":1428,"updatedAt":469,"sourceType":332,"tags":1429},"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",[1430,1431,1432,1433,1006,1007],"china","cloud","deployment","feishu",{"title":1435,"description":1436,"path":1437,"category":1428,"updatedAt":411,"sourceType":332,"tags":1438},"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",[1432,429,1439,1431,1440],"docker","wsl2",{"title":1442,"description":1443,"path":1444,"category":1428,"updatedAt":850,"sourceType":332,"tags":1445},"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",[413,1343,1446,1440],"install-script",{"title":1448,"description":1449,"path":1450,"category":1428,"updatedAt":426,"sourceType":332,"tags":1451},"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",[413,1452,1446,1453,1057],"updater","git",{"title":1455,"description":1456,"path":1457,"category":1428,"updatedAt":385,"sourceType":332,"tags":1458},"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 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状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[978,979,842,1057,1148],{"title":1818,"description":1819,"path":1820,"category":1821,"date":353,"updatedAt":353,"sourceType":592,"source":1822,"tags":1823},"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",[1824,1825,1826,1827],"education","adoption","ai-tutor","higher-education",{"title":1829,"description":1830,"path":1831,"category":1821,"date":353,"updatedAt":353,"sourceType":592,"source":1832,"tags":1833},"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",[377,1432,405,1430],{"title":1835,"description":1836,"path":1837,"category":1495,"date":426,"updatedAt":426,"sourceType":332,"source":1838,"tags":1839},"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",[371,575,461,463,594],{"title":1841,"description":1842,"path":1843,"category":1703,"date":536,"updatedAt":536,"sourceType":332,"source":1844,"tags":1845},"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",[338,671,1846,622,512],"pending",{"title":1848,"description":1849,"path":1850,"category":1703,"date":340,"updatedAt":340,"sourceType":332,"source":1851,"tags":1852},"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",[338,540,335,337,1853],"state",{"title":1855,"description":1856,"path":1857,"category":1703,"date":536,"updatedAt":536,"sourceType":332,"source":1858,"tags":1859},"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 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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",[370,1309,929,1310,378],{"title":1873,"description":1874,"path":1875,"category":1495,"date":426,"updatedAt":426,"sourceType":332,"source":1876,"tags":1877},"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",[1878,1432,1879,1880,1881],"showcase","home-assistant","nix","infrastructure",{"title":1883,"description":1884,"path":1885,"category":1703,"date":518,"updatedAt":518,"sourceType":332,"source":1886,"tags":1887},"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",[659,360,859,1774,783],{"title":1889,"description":1890,"path":1891,"category":1703,"date":518,"updatedAt":518,"sourceType":332,"source":1892,"tags":1893},"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",[1057,944,659,945,378],{"title":1895,"description":1896,"path":1897,"category":1522,"date":1496,"updatedAt":411,"sourceType":1194,"source":1524,"tags":1898},"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",[1054,1127,1055,371,379],{"title":1900,"description":1901,"path":1902,"category":1703,"date":469,"updatedAt":469,"sourceType":332,"source":1903,"tags":1904},"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",[1878,360,630,1915,1916],"vector-search","knowledge",{"title":1918,"description":1919,"path":1920,"category":1703,"date":536,"updatedAt":536,"sourceType":332,"source":1921,"tags":1922},"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",[1291,539,567,569,638],{"title":1924,"description":1925,"path":1926,"category":1703,"date":518,"updatedAt":518,"sourceType":332,"source":1927,"tags":1928},"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",[690,335,521,694,358],{"title":1930,"description":1931,"path":1932,"category":1703,"date":469,"updatedAt":469,"sourceType":332,"source":1760,"tags":1933},"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",[477,1331,632,621,1016],{"title":1935,"description":1936,"path":1937,"category":1703,"date":536,"updatedAt":536,"sourceType":332,"source":1938,"tags":1939},"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",[512,670,338,671,672],{"title":1941,"description":1942,"path":1943,"category":1495,"date":426,"updatedAt":426,"sourceType":332,"source":1944,"tags":1945},"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",[414,1479,1946,1480,1057],"install",{"title":1948,"description":1949,"path":1950,"category":1703,"date":340,"updatedAt":340,"sourceType":332,"source":1779,"tags":1951},"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",[1069,623,601,671,428],{"title":1953,"description":1954,"path":1955,"category":1703,"date":546,"updatedAt":546,"sourceType":332,"source":1956,"tags":1957},"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",[337,335,905,1069,513],{"title":1959,"description":1960,"path":1961,"category":1703,"date":536,"updatedAt":536,"sourceType":332,"source":1803,"tags":1962},"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",[671,1172,358,1173,378],{"title":1964,"description":1965,"path":1966,"category":1495,"date":426,"updatedAt":426,"sourceType":332,"source":1967,"tags":1968},"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",[461,593,463,592,594],{"title":1970,"description":1971,"path":1972,"category":1703,"date":469,"updatedAt":469,"sourceType":332,"source":1973,"tags":1974},"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 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执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[632,477,512,621,783],{"title":1988,"description":1989,"path":1990,"category":1703,"date":546,"updatedAt":546,"sourceType":332,"source":1991,"tags":1992},"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",[632,1141,477,338,378],{"title":1994,"description":1995,"path":1996,"category":1495,"date":426,"updatedAt":426,"sourceType":332,"source":1697,"tags":1997},"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",[1054,1055,1057,1056],{"title":1999,"description":2000,"path":2001,"category":1703,"date":518,"updatedAt":518,"sourceType":332,"source":1717,"tags":2002},"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",[337,671,512,428,959],{"title":2004,"description":2005,"path":2006,"category":1703,"date":536,"updatedAt":536,"sourceType":332,"source":2007,"tags":2008},"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",[521,520,2009,358,522],"threads",{"title":2011,"description":2012,"path":2013,"category":1703,"date":536,"updatedAt":536,"sourceType":332,"source":2014,"tags":2015},"OpenClaw Secret 观察：active snapshot 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