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这条线里，一个很容易被低估的问题是：",[18,118,119],{},[21,120,121],{},"浏览器设备授权本身就是独立状态",[14,123,124],{},"所以交接时要明确：",[18,126,127,130],{},[21,128,129],{},"当前这台机器 / 这个 profile 是否已经完成 device pairing",[21,131,132],{},"如果没有，谁来 approve",[14,134,135],{},"不要把“某个人以前用过这台电脑”当成当前一定还能直接进的依据。",[45,137,139],{"id":138},"_4-不要复用来源不明的旧-token-化链接","4. 不要复用来源不明的旧 token 化链接",[14,141,142],{},"尤其在团队环境里，更不适合把：",[18,144,145,148,151],{},[21,146,147],{},"聊天记录里的旧链接",[21,149,150],{},"截图里的旧地址",[21,152,153],{},"不知道何时生成的 token 化 URL",[14,155,156],{},"当成正式交接方式。",[14,158,159],{},"更稳的做法仍然是：",[18,161,162],{},[21,163,164],{},"回到当前可验证的入口和 token 来源",[45,166,168],{"id":167},"_5-交接时顺带做一次最小核对","5. 交接时顺带做一次最小核对",[14,170,171],{},"建议至少核对这三件事：",[18,173,174,177,180],{},[21,175,176],{},"当前 gateway URL",[21,178,179],{},"当前 operator 设备是否已配对",[21,181,182],{},"当前入口是否需要重新建立 auth",[14,184,185],{},"这一步虽然简单，但能挡掉很多“以为只是浏览器问题”的误判。",[45,187,188],{"id":188},"一条更稳的交接顺序",[14,190,191],{},"建议按这个顺序走：",[193,194,195,198,201,204,207],"ol",{},[21,196,197],{},"确认当前主 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WhatsApp。","/docs/getting-started/when-to-use-dashboard-webchat-or-channels",[260,409,283,389,362],"webchat",{"title":411,"description":412,"path":413,"category":276,"updatedAt":394,"sourceType":278,"tags":414},"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",[362,389,371,415,416],"paths","topics",{"title":418,"description":419,"path":420,"category":376,"updatedAt":336,"sourceType":256,"tags":421},"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",[422,293,423,379],"users","scenarios",{"title":425,"description":426,"path":427,"category":428,"updatedAt":336,"sourceType":429,"tags":430},"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","功能","third-party",[431,432,285,296],"workspace","soul",{"title":434,"description":435,"path":436,"category":437,"updatedAt":336,"sourceType":256,"tags":438},"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",[281,439,294,440],"nodes","control-plane",{"title":442,"description":443,"path":444,"category":428,"updatedAt":445,"sourceType":256,"tags":446},"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",[447,448,449,283,295],"bindings","routing","agents",{"title":451,"description":452,"path":453,"category":428,"updatedAt":394,"sourceType":256,"tags":454},"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",[283,455,456,457,458],"bluebubbles","imessage","macos","webhook",{"title":460,"description":461,"path":462,"category":428,"updatedAt":463,"sourceType":256,"tags":464},"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",[465,448,466,449,467],"broadcast","groups","session",{"title":469,"description":470,"path":471,"category":472,"updatedAt":473,"sourceType":256,"tags":474},"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",[465,447,448,466,475,476],"precedence","manual",{"title":478,"description":479,"path":480,"category":428,"updatedAt":336,"sourceType":256,"tags":481},"Camera Capture 与拍照/短视频能力","理解 OpenClaw 的 camera capture 如何通过 nodes 暴露给 agent，以及设备权限和用户设置为什么比命令本身更重要。","/docs/manual/camera-capture",[482,439,483,457,282],"camera","mobile",{"title":485,"description":486,"path":487,"category":428,"updatedAt":351,"sourceType":256,"tags":488},"频道与 Session 路由怎么决定上下文边界","基于最新官方 Channel Routing 文档，整理 OpenClaw 的 session key 形状、DM/main 合并、线程隔离、binding 优先级，以及为什么 routing 不是模型自己决定的。","/docs/manual/channel-routing-and-session-keys",[448,467,283,447,466],{"title":490,"description":491,"path":492,"category":428,"updatedAt":394,"sourceType":256,"tags":493},"OpenClaw 渠道能力概览","了解 OpenClaw 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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",[1188,982,519,1189,984],"sources","trust",{"title":1191,"description":1192,"path":1193,"category":1063,"updatedAt":351,"sourceType":256,"tags":1194},"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",[281,1195,730,835,440],"rpc",{"title":1197,"description":1198,"path":1199,"category":1063,"updatedAt":445,"sourceType":256,"tags":1200},"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",[262,598,281,439,1069],{"title":1202,"description":1203,"path":1204,"category":1063,"updatedAt":264,"sourceType":256,"tags":1205},"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",[467,281,409,260,1069],{"title":1207,"description":1208,"path":1209,"category":1063,"updatedAt":473,"sourceType":256,"tags":1210},"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",[281,835,1211,1212,1069],"protocol","scopes",{"title":1214,"description":1215,"path":1216,"category":1063,"updatedAt":463,"sourceType":256,"tags":1217},"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",[466,1218,448,683,616],"mention",{"title":1220,"description":1221,"path":1222,"category":1063,"updatedAt":473,"sourceType":256,"tags":1223},"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",[882,1224,1225,1226,1069],"visibility","activeHours","alerts",{"title":1228,"description":1229,"path":1230,"category":1063,"updatedAt":463,"sourceType":256,"tags":1231},"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",[829,835,1232,281,1069],"sdk",{"title":1234,"description":1235,"path":1236,"category":1063,"updatedAt":463,"sourceType":256,"tags":1237},"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",[295,1238,859,1239,1069],"include","arrays",{"title":1241,"description":1242,"path":1243,"category":1063,"updatedAt":445,"sourceType":256,"tags":1244},"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",[703,1245,573,330,1069],"invoke",{"title":1247,"description":1248,"path":1249,"category":1063,"updatedAt":473,"sourceType":256,"tags":1250},"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",[285,1251,1252,1253,1254,1069],"hybrid-search","ranking","mmr","retrieval",{"title":1256,"description":1257,"path":1258,"category":1063,"updatedAt":394,"sourceType":256,"tags":1259},"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",[402,1260,548,558,1069],"probe",{"title":1262,"description":1263,"path":1264,"category":1063,"updatedAt":766,"sourceType":256,"tags":1265},"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",[262,598,1099,1266,889],"credentials",{"title":1268,"description":1269,"path":1270,"category":1063,"updatedAt":394,"sourceType":256,"tags":1271},"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",[386,502,1272,1273,984,1069],"npm","pin",{"title":1275,"description":1276,"path":1277,"category":1152,"updatedAt":351,"sourceType":256,"tags":1278},"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",[1154,1279,666,558,629],"raw-stream",{"title":1281,"description":1282,"path":1283,"category":1063,"updatedAt":473,"sourceType":256,"tags":1284},"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",[353,1285,548,281,1069],"tlsFingerprint",{"title":1287,"description":1288,"path":1289,"category":1063,"updatedAt":473,"sourceType":256,"tags":1290},"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",[466,1291,1292,1293,1069],"mentions","pending-history","reply",{"title":1295,"description":1296,"path":1297,"category":1063,"updatedAt":445,"sourceType":256,"tags":1298},"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",[1299,1300,1301,558,1069],"secrets","secretrefs","runtime",{"title":1303,"description":1304,"path":1305,"category":1063,"updatedAt":463,"sourceType":256,"tags":1306},"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",[467,304,1169,262,683],{"title":1308,"description":1309,"path":1310,"category":1063,"updatedAt":1311,"sourceType":256,"tags":1312},"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",[467,1313,1314,785,1069],"transcript","jsonl",{"title":1316,"description":1317,"path":1318,"category":1063,"updatedAt":1311,"sourceType":256,"tags":1319},"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",[586,730,1320,1007,303],"store",{"title":1322,"description":1323,"path":1324,"category":1063,"updatedAt":473,"sourceType":256,"tags":1325},"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",[304,1022,1007,1326,1069],"ingress",{"title":1328,"description":1329,"path":1330,"category":1063,"updatedAt":351,"sourceType":256,"tags":1331},"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",[730,915,1332,666,1333],"health","troubleshooting",{"title":1335,"description":1336,"path":1337,"category":1063,"updatedAt":1311,"sourceType":256,"tags":1338},"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",[1313,1339,558,1340,1069],"hygiene","tool-calls",{"title":1342,"description":1343,"path":1344,"category":1152,"updatedAt":336,"sourceType":256,"tags":1345},"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",[1333,906,915,666],{"title":1347,"description":1348,"path":1349,"category":1063,"updatedAt":445,"sourceType":256,"tags":1350},"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",[409,1351,1352,1313,1069],"history","inject",{"title":1354,"description":1355,"path":1356,"category":1357,"updatedAt":394,"sourceType":256,"tags":1358},"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",[1359,1360,1361,1362,934,935],"china","cloud","deployment","feishu",{"title":1364,"description":1365,"path":1366,"category":1357,"updatedAt":336,"sourceType":256,"tags":1367},"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",[1361,354,1368,1360,1369],"docker","wsl2",{"title":1371,"description":1372,"path":1373,"category":1357,"updatedAt":776,"sourceType":256,"tags":1374},"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",[338,1272,1375,1369],"install-script",{"title":1377,"description":1378,"path":1379,"category":1357,"updatedAt":351,"sourceType":256,"tags":1380},"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",[338,1381,1375,1382,985],"updater","git",{"title":1384,"description":1385,"path":1386,"category":1357,"updatedAt":310,"sourceType":256,"tags":1387},"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",[338,1381,1388,906,985],"uninstall",{"title":1390,"description":1391,"path":1392,"category":1357,"updatedAt":310,"sourceType":256,"tags":1393},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 的详细指南。","/docs/setup/linux-installation",[1394,338,346,1395],"linux","server",{"title":1397,"description":1398,"path":1399,"category":1357,"updatedAt":310,"sourceType":256,"tags":1400},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[457,338,346,1401],"apple",{"title":1403,"description":1404,"path":1405,"category":1406,"updatedAt":336,"sourceType":256,"tags":1407},"版本迁移与升级检查单","在 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",[906,907,768,985,1075],{"title":1746,"description":1747,"path":1748,"category":1749,"date":277,"updatedAt":277,"sourceType":519,"source":1750,"tags":1751},"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",[1752,1753,1754,1755],"education","adoption","ai-tutor","higher-education",{"title":1757,"description":1758,"path":1759,"category":1749,"date":277,"updatedAt":277,"sourceType":519,"source":1760,"tags":1761},"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",[302,1361,330,1359],{"title":1763,"description":1764,"path":1765,"category":1424,"date":351,"updatedAt":351,"sourceType":256,"source":1766,"tags":1767},"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",[296,502,386,388,521],{"title":1769,"description":1770,"path":1771,"category":1632,"date":463,"updatedAt":463,"sourceType":256,"source":1772,"tags":1773},"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",[281,262,1774,549,439],"pending",{"title":1776,"description":1777,"path":1778,"category":1632,"date":264,"updatedAt":264,"sourceType":256,"source":1779,"tags":1780},"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",[281,467,409,260,1781],"state",{"title":1783,"description":1784,"path":1785,"category":1632,"date":463,"updatedAt":463,"sourceType":256,"source":1786,"tags":1787},"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",[295,1238,859,1239,303],{"title":1801,"description":1802,"path":1803,"category":1424,"date":351,"updatedAt":351,"sourceType":256,"source":1804,"tags":1805},"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",[1806,1361,1807,1808,1809],"showcase","home-assistant","nix","infrastructure",{"title":1811,"description":1812,"path":1813,"category":1632,"date":445,"updatedAt":445,"sourceType":256,"source":1814,"tags":1815},"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",[586,285,785,1702,709],{"title":1817,"description":1818,"path":1819,"category":1632,"date":445,"updatedAt":445,"sourceType":256,"source":1820,"tags":1821},"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",[985,874,586,875,303],{"title":1823,"description":1824,"path":1825,"category":1451,"date":1425,"updatedAt":336,"sourceType":1121,"source":1453,"tags":1826},"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",[982,1054,983,296,304],{"title":1828,"description":1829,"path":1830,"category":1632,"date":394,"updatedAt":394,"sourceType":256,"source":1831,"tags":1832},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 正在把索引层做成可切换能力","基于 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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",[1806,285,556,1843,1844],"vector-search","knowledge",{"title":1846,"description":1847,"path":1848,"category":1632,"date":463,"updatedAt":463,"sourceType":256,"source":1849,"tags":1850},"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",[1218,466,494,496,564],{"title":1852,"description":1853,"path":1854,"category":1632,"date":445,"updatedAt":445,"sourceType":256,"source":1855,"tags":1856},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 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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",[439,597,281,262,598],{"title":1869,"description":1870,"path":1871,"category":1424,"date":351,"updatedAt":351,"sourceType":256,"source":1872,"tags":1873},"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",[339,1408,1874,1409,985],"install",{"title":1876,"description":1877,"path":1878,"category":1632,"date":264,"updatedAt":264,"sourceType":256,"source":1707,"tags":1879},"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 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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",[558,402,439,548,709],{"title":1916,"description":1917,"path":1918,"category":1632,"date":473,"updatedAt":473,"sourceType":256,"source":1919,"tags":1920},"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",[558,1068,402,281,303],{"title":1922,"description":1923,"path":1924,"category":1424,"date":351,"updatedAt":351,"sourceType":256,"source":1626,"tags":1925},"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",[982,983,985,984],{"title":1927,"description":1928,"path":1929,"category":1632,"date":445,"updatedAt":445,"sourceType":256,"source":254,"tags":1930},"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",[260,262,439,353,889],{"title":1932,"description":1933,"path":1934,"category":1632,"date":463,"updatedAt":463,"sourceType":256,"source":1935,"tags":1936},"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",[448,447,1937,283,449],"threads",{"title":1939,"description":1940,"path":1941,"category":1632,"date":463,"updatedAt":463,"sourceType":256,"source":1942,"tags":1943},"OpenClaw Secret 观察：active snapshot 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