[{"data":1,"prerenderedAt":2757},["ShallowReactive",2],{"news:openclaw-maintenance-lifecycle-watch-2026-03-22":3,"content-manifest":250},{"id":4,"title":5,"author":6,"body":7,"category":232,"date":233,"description":234,"extension":235,"meta":236,"navigation":237,"path":238,"seo":239,"source":240,"sourceName":241,"sourceType":242,"stem":243,"tags":244,"updatedAt":233,"__hash__":249},"news/news/openclaw-maintenance-lifecycle-watch-2026-03-22.md","OpenClaw 的后台维护生命周期正在变清楚","OpenClawCN",{"type":8,"value":9,"toc":222},"minimark",[10,14,17,46,49,63,68,71,74,88,91,95,101,109,112,116,122,127,130,134,137,151,154,159,162,167,170,173,184,187,198,201],[11,12,13],"p",{},"最近这轮官方 cron、sessions 和 doctor 文档，一个很明显的变化是：OpenClaw 正在把“后台维护”从隐性实现细节，变成更明确的运维生命周期。",[11,15,16],{},"现在几条原本容易混在一起的能力，已经开始被拆清楚：",[18,19,20,28,34,40],"ul",{},[21,22,23,24],"li",{},"isolated cron run sessions 走 ",[25,26,27],"code",{},"cron.sessionRetention",[21,29,30,31],{},"cron run logs 走 ",[25,32,33],{},"cron.runLog.*",[21,35,36,37],{},"session store / transcript 走 ",[25,38,39],{},"sessions cleanup",[21,41,42,43],{},"orphan 和 legacy 状态再交给 ",[25,44,45],{},"doctor",[11,47,48],{},"这说明官方已经不再把长期运行理解成“作业能跑就行”，而是在补：",[18,50,51,54,57,60],{},[21,52,53],{},"跑完之后怎么收",[21,55,56],{},"收哪些",[21,58,59],{},"哪些该归档",[21,61,62],{},"哪些该保留给排障",[64,65,67],"h2",{"id":66},"_1-cron-已经不只是调度器","1. cron 已经不只是调度器",[11,69,70],{},"官方 Cron Jobs 文档最近最值的一点，是把 maintenance 直接写进主文档。",[11,72,73],{},"这意味着 cron 现在的正式心智模型已经包括：",[18,75,76,79,82,85],{},[21,77,78],{},"调度",[21,80,81],{},"执行",[21,83,84],{},"delivery",[21,86,87],{},"retention",[11,89,90],{},"而不只是“设个时间让它跑”。",[64,92,94],{"id":93},"_2-session-cleanup-正在成为长期运行的手动维护入口","2. session cleanup 正在成为长期运行的手动维护入口",[11,96,97,100],{},[25,98,99],{},"openclaw sessions cleanup"," 的文档最近把 scope 写得更细了：",[18,102,103,106],{},[21,104,105],{},"它只管 session store / transcript",[21,107,108],{},"不管 cron run logs",[11,110,111],{},"这会让长期环境里的存储治理，终于不再只靠猜。",[64,113,115],{"id":114},"_3-doctor-也在从健康检查走向状态修复","3. doctor 也在从健康检查走向状态修复",[11,117,118,119,121],{},"官方 ",[25,120,45],{}," 最近补的 orphan transcript archive、legacy cron shape rewrite，其实都在说明一件事：",[18,123,124],{},[21,125,126],{},"长期运行后的状态修补，已经被当成正式产品能力",[11,128,129],{},"这对运维团队很重要，因为它减少了很多“只能手工清目录”的时刻。",[64,131,133],{"id":132},"_4-背景维护正在被拆成更明确的-lane","4. 背景维护正在被拆成更明确的 lane",[11,135,136],{},"如果把这几页一起看，官方越来越像在鼓励一种更成熟的分层：",[18,138,139,142,145,148],{},[21,140,141],{},"主会话是工作面",[21,143,144],{},"isolated cron 是作业面",[21,146,147],{},"run logs 是执行摘要面",[21,149,150],{},"doctor / cleanup 是维护面",[11,152,153],{},"这会让长期运行的系统更接近：",[18,155,156],{},[21,157,158],{},"有生命周期管理的后台",[11,160,161],{},"而不是：",[18,163,164],{},[21,165,166],{},"一堆跑着就先别动的文件",[64,168,169],{"id":169},"对中文用户最有价值的提醒",[11,171,172],{},"如果你已经开始：",[18,174,175,178,181],{},[21,176,177],{},"长期跑 isolated cron",[21,179,180],{},"做日报 / 周报 / 巡检",[21,182,183],{},"把 Gateway 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WhatsApp。","/docs/getting-started/when-to-use-dashboard-webchat-or-channels",[323,393,267,373,346],"webchat",{"title":395,"description":396,"path":397,"category":260,"updatedAt":378,"sourceType":262,"tags":398},"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",[346,373,355,399,400],"paths","topics",{"title":402,"description":403,"path":404,"category":360,"updatedAt":319,"sourceType":242,"tags":405},"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",[406,277,407,363],"users","scenarios",{"title":409,"description":410,"path":411,"category":412,"updatedAt":319,"sourceType":413,"tags":414},"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",[415,416,269,280],"workspace","soul",{"title":418,"description":419,"path":420,"category":421,"updatedAt":319,"sourceType":242,"tags":422},"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",[265,423,278,424],"nodes","control-plane",{"title":426,"description":427,"path":428,"category":412,"updatedAt":233,"sourceType":242,"tags":429},"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",[430,431,432,267,279],"bindings","routing","agents",{"title":434,"description":435,"path":436,"category":412,"updatedAt":378,"sourceType":242,"tags":437},"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",[267,438,439,440,441],"bluebubbles","imessage","macos","webhook",{"title":443,"description":444,"path":445,"category":412,"updatedAt":446,"sourceType":242,"tags":447},"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",[448,431,449,432,450],"broadcast","groups","session",{"title":452,"description":453,"path":454,"category":455,"updatedAt":456,"sourceType":242,"tags":457},"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",[448,430,431,449,458,459],"precedence","manual",{"title":461,"description":462,"path":463,"category":412,"updatedAt":319,"sourceType":242,"tags":464},"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",[465,423,466,440,266],"camera","mobile",{"title":468,"description":469,"path":470,"category":412,"updatedAt":335,"sourceType":242,"tags":471},"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",[431,450,267,430,449],{"title":473,"description":474,"path":475,"category":412,"updatedAt":378,"sourceType":242,"tags":476},"OpenClaw 渠道能力概览","了解 OpenClaw 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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[754,279,458,1163,1048],"shell",{"title":1165,"description":1166,"path":1167,"category":1042,"updatedAt":378,"sourceType":262,"tags":1168},"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",[1169,963,502,1170,965],"sources","trust",{"title":1172,"description":1173,"path":1174,"category":1042,"updatedAt":335,"sourceType":242,"tags":1175},"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",[265,1176,713,819,424],"rpc",{"title":1178,"description":1179,"path":1180,"category":1042,"updatedAt":233,"sourceType":242,"tags":1181},"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",[581,582,265,423,1048],{"title":1183,"description":1184,"path":1185,"category":1042,"updatedAt":811,"sourceType":242,"tags":1186},"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",[450,265,393,323,1048],{"title":1188,"description":1189,"path":1190,"category":1042,"updatedAt":456,"sourceType":242,"tags":1191},"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",[265,819,1192,1193,1048],"protocol","scopes",{"title":1195,"description":1196,"path":1197,"category":1042,"updatedAt":446,"sourceType":242,"tags":1198},"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",[449,1199,431,666,600],"mention",{"title":1201,"description":1202,"path":1203,"category":1042,"updatedAt":456,"sourceType":242,"tags":1204},"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",[862,1205,1206,1207,1048],"visibility","activeHours","alerts",{"title":1209,"description":1210,"path":1211,"category":1042,"updatedAt":446,"sourceType":242,"tags":1212},"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",[813,819,1213,265,1048],"sdk",{"title":1215,"description":1216,"path":1217,"category":1042,"updatedAt":446,"sourceType":242,"tags":1218},"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",[279,1219,843,1220,1048],"include","arrays",{"title":1222,"description":1223,"path":1224,"category":1042,"updatedAt":233,"sourceType":242,"tags":1225},"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",[686,1226,557,313,1048],"invoke",{"title":1228,"description":1229,"path":1230,"category":1042,"updatedAt":456,"sourceType":242,"tags":1231},"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",[269,1232,1233,1234,1235,1048],"hybrid-search","ranking","mmr","retrieval",{"title":1237,"description":1238,"path":1239,"category":1042,"updatedAt":378,"sourceType":242,"tags":1240},"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",[386,1241,531,542,1048],"probe",{"title":1243,"description":1244,"path":1245,"category":1042,"updatedAt":749,"sourceType":242,"tags":1246},"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",[581,582,1078,1247,869],"credentials",{"title":1249,"description":1250,"path":1251,"category":1042,"updatedAt":378,"sourceType":242,"tags":1252},"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",[370,485,1253,1254,965,1048],"npm","pin",{"title":1256,"description":1257,"path":1258,"category":1133,"updatedAt":335,"sourceType":242,"tags":1259},"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",[1135,1260,649,542,612],"raw-stream",{"title":1262,"description":1263,"path":1264,"category":1042,"updatedAt":456,"sourceType":242,"tags":1265},"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",[337,1266,531,265,1048],"tlsFingerprint",{"title":1268,"description":1269,"path":1270,"category":1042,"updatedAt":456,"sourceType":242,"tags":1271},"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",[449,1272,1273,1274,1048],"mentions","pending-history","reply",{"title":1276,"description":1277,"path":1278,"category":1042,"updatedAt":233,"sourceType":242,"tags":1279},"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",[1280,1281,1282,542,1048],"secrets","secretrefs","runtime",{"title":1284,"description":1285,"path":1286,"category":1042,"updatedAt":446,"sourceType":242,"tags":1287},"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",[450,287,1150,581,666],{"title":1289,"description":1290,"path":1291,"category":1042,"updatedAt":1292,"sourceType":242,"tags":1293},"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",[450,1294,1295,768,1048],"transcript","jsonl",{"title":1297,"description":1298,"path":1299,"category":1042,"updatedAt":1292,"sourceType":242,"tags":1300},"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",[247,713,1301,988,248],"store",{"title":1303,"description":1304,"path":1305,"category":1042,"updatedAt":456,"sourceType":242,"tags":1306},"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",[287,1001,988,1307,1048],"ingress",{"title":1309,"description":1310,"path":1311,"category":1042,"updatedAt":335,"sourceType":242,"tags":1312},"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",[713,896,1313,649,1314],"health","troubleshooting",{"title":1316,"description":1317,"path":1318,"category":1042,"updatedAt":1292,"sourceType":242,"tags":1319},"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",[1294,1320,542,1321,1048],"hygiene","tool-calls",{"title":1323,"description":1324,"path":1325,"category":1133,"updatedAt":319,"sourceType":242,"tags":1326},"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",[1314,45,896,649],{"title":1328,"description":1329,"path":1330,"category":1042,"updatedAt":233,"sourceType":242,"tags":1331},"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",[393,1332,1333,1294,1048],"history","inject",{"title":1335,"description":1336,"path":1337,"category":1338,"updatedAt":378,"sourceType":242,"tags":1339},"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",[1340,1341,1342,1343,915,916],"china","cloud","deployment","feishu",{"title":1345,"description":1346,"path":1347,"category":1338,"updatedAt":319,"sourceType":242,"tags":1348},"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",[1342,338,1349,1341,1350],"docker","wsl2",{"title":1352,"description":1353,"path":1354,"category":1338,"updatedAt":759,"sourceType":242,"tags":1355},"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",[321,1253,1356,1350],"install-script",{"title":1358,"description":1359,"path":1360,"category":1338,"updatedAt":335,"sourceType":242,"tags":1361},"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",[321,1362,1356,1363,245],"updater","git",{"title":1365,"description":1366,"path":1367,"category":1338,"updatedAt":293,"sourceType":242,"tags":1368},"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",[321,1362,1369,45,245],"uninstall",{"title":1371,"description":1372,"path":1373,"category":1338,"updatedAt":293,"sourceType":242,"tags":1374},"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",[1375,321,330,1376],"linux","server",{"title":1378,"description":1379,"path":1380,"category":1338,"updatedAt":293,"sourceType":242,"tags":1381},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[440,321,330,1382],"apple",{"title":1384,"description":1385,"path":1386,"category":1387,"updatedAt":319,"sourceType":242,"tags":1388},"版本迁移与升级检查单","在 OpenClaw 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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",[286,1342,313,1340],{"title":1744,"description":1745,"path":1746,"category":1405,"date":335,"updatedAt":335,"sourceType":242,"source":1747,"tags":1748},"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",[280,485,370,372,504],{"title":1750,"description":1751,"path":1752,"category":232,"date":446,"updatedAt":446,"sourceType":242,"source":1753,"tags":1754},"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 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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",[1787,502,477,280,314],{"title":1973,"description":1974,"path":1975,"category":232,"date":456,"updatedAt":456,"sourceType":242,"source":1964,"tags":1976},"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",[1001,1151,448,431,287],{"title":1978,"description":1979,"path":1980,"category":232,"date":1292,"updatedAt":1292,"sourceType":242,"source":1981,"tags":1982},"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 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