[{"data":1,"prerenderedAt":2891},["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 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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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配置重点。","/docs/manual/bedrock-guardrails-and-auth",[448,449,450,451,452,386],"bedrock","aws","providers","guardrails","auth",{"title":454,"description":455,"path":456,"category":422,"updatedAt":233,"sourceType":242,"tags":457},"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",[458,459,460,267,279],"bindings","routing","agents",{"title":462,"description":463,"path":464,"category":422,"updatedAt":378,"sourceType":242,"tags":465},"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",[267,466,467,468,469],"bluebubbles","imessage","macos","webhook",{"title":471,"description":472,"path":473,"category":422,"updatedAt":474,"sourceType":242,"tags":475},"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",[476,459,477,460,478],"broadcast","groups","session",{"title":480,"description":481,"path":482,"category":483,"updatedAt":484,"sourceType":242,"tags":485},"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",[476,458,459,477,486,412],"precedence",{"title":488,"description":489,"path":490,"category":422,"updatedAt":327,"sourceType":242,"tags":491},"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",[492,432,493,468,266],"camera","mobile",{"title":495,"description":496,"path":497,"category":422,"updatedAt":335,"sourceType":242,"tags":498},"频道与 Session 路由怎么决定上下文边界","基于最新官方 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和审批流程收成一张扩展地图，帮助你判断什么时候该引入哪一层复杂度。","/docs/manual/extension-stack-full-map",[280,268,370,372,589,583],"workflows",{"title":591,"description":592,"path":593,"category":422,"updatedAt":438,"sourceType":242,"tags":594},"Feishu 扫码接入、群控边界与 Drive 评论流","基于最新官方 Feishu 文档，整理 OpenClaw 2026.4.10 之后的飞书扫码接入、群聊控制、Drive 评论事件和 reply_comment 工作流。","/docs/manual/feishu-qr-login-and-drive-comments",[595,596,267,597,598,599],"feishu","lark","drive","comments","collaboration",{"title":601,"description":602,"path":603,"category":483,"updatedAt":484,"sourceType":242,"tags":604},"Telegram forum topic、群 session 和 thread key 应该怎么一起看","基于最新官方 Groups 与 Channel Routing 文档，整理 Telegram forum topic 在 OpenClaw 里的 session key 形态、topic 级上下文隔离和群触发边界，帮助团队理解“同一群里的不同 topic”为什么已经不是同一条会话。","/docs/manual/forum-topics-and-group-session-keys",[504,605,247,459,412],"forum-topics",{"title":607,"description":608,"path":609,"category":422,"updatedAt":484,"sourceType":242,"tags":610},"从第一次跑通到长期运行：OpenClaw 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连续失败后的退避节奏。","/docs/reference/cron-run-queue-and-retry-backoff",[246,696,1204,782,1127],"scheduler",{"title":1206,"description":1207,"path":1208,"category":1121,"updatedAt":891,"sourceType":242,"tags":1209},"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",[322,558,1210,1211,452],"secretref","sessionStorage",{"title":1213,"description":1214,"path":1215,"category":1216,"updatedAt":579,"sourceType":242,"tags":1217},"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",[1218,1219,1220,45,685],"debugging","debug","runtime-overrides",{"title":1222,"description":1223,"path":1224,"category":1121,"updatedAt":233,"sourceType":242,"tags":1225},"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",[1133,1226,1227,1219,1127],"logging","flags",{"title":1229,"description":1230,"path":1231,"category":1121,"updatedAt":233,"sourceType":242,"tags":1232},"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",[478,1233,1234,459,1127],"dmScope","identityLinks",{"title":1236,"description":1237,"path":1238,"category":1121,"updatedAt":233,"sourceType":242,"tags":1239},"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",[45,968,1133,1240,1127],"migrations",{"title":1242,"description":1243,"path":1244,"category":1121,"updatedAt":233,"sourceType":242,"tags":1245},"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",[825,279,486,1246,1127],"shell",{"title":1248,"description":1249,"path":1250,"category":1121,"updatedAt":378,"sourceType":262,"tags":1251},"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",[1252,1042,529,1253,1044],"sources","trust",{"title":1255,"description":1256,"path":1257,"category":1121,"updatedAt":335,"sourceType":242,"tags":1258},"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",[265,1259,442,899,433],"rpc",{"title":1261,"description":1262,"path":1263,"category":1121,"updatedAt":233,"sourceType":242,"tags":1264},"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",[617,618,265,432,1127],{"title":1266,"description":1267,"path":1268,"category":1121,"updatedAt":891,"sourceType":242,"tags":1269},"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",[478,265,393,322,1127],{"title":1271,"description":1272,"path":1273,"category":1121,"updatedAt":484,"sourceType":242,"tags":1274},"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",[265,899,1275,1276,1127],"protocol","scopes",{"title":1278,"description":1279,"path":1280,"category":1121,"updatedAt":474,"sourceType":242,"tags":1281},"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",[477,1282,459,702,636],"mention",{"title":1284,"description":1285,"path":1286,"category":1121,"updatedAt":484,"sourceType":242,"tags":1287},"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",[942,1288,1289,1290,1127],"visibility","activeHours","alerts",{"title":1292,"description":1293,"path":1294,"category":1121,"updatedAt":474,"sourceType":242,"tags":1295},"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",[893,899,1296,265,1127],"sdk",{"title":1298,"description":1299,"path":1300,"category":1121,"updatedAt":474,"sourceType":242,"tags":1301},"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",[279,1302,923,1303,1127],"include","arrays",{"title":1305,"description":1306,"path":1307,"category":1121,"updatedAt":233,"sourceType":242,"tags":1308},"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",[731,1309,583,313,1127],"invoke",{"title":1311,"description":1312,"path":1313,"category":1121,"updatedAt":484,"sourceType":242,"tags":1314},"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",[269,1315,1316,1317,1318,1127],"hybrid-search","ranking","mmr","retrieval",{"title":1320,"description":1321,"path":1322,"category":1121,"updatedAt":378,"sourceType":242,"tags":1323},"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",[386,1324,452,450,1127],"probe",{"title":1326,"description":1327,"path":1328,"category":1121,"updatedAt":820,"sourceType":242,"tags":1329},"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",[617,618,1162,1330,949],"credentials",{"title":1332,"description":1333,"path":1334,"category":1121,"updatedAt":378,"sourceType":242,"tags":1335},"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",[370,512,1336,1337,1044,1127],"npm","pin",{"title":1339,"description":1340,"path":1341,"category":1216,"updatedAt":335,"sourceType":242,"tags":1342},"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",[1218,1343,685,450,648],"raw-stream",{"title":1345,"description":1346,"path":1347,"category":1121,"updatedAt":484,"sourceType":242,"tags":1348},"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",[337,1349,452,265,1127],"tlsFingerprint",{"title":1351,"description":1352,"path":1353,"category":1121,"updatedAt":484,"sourceType":242,"tags":1354},"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",[477,1355,1356,1357,1127],"mentions","pending-history","reply",{"title":1359,"description":1360,"path":1361,"category":1121,"updatedAt":233,"sourceType":242,"tags":1362},"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",[1363,1364,415,450,1127],"secrets","secretrefs",{"title":1366,"description":1367,"path":1368,"category":1121,"updatedAt":474,"sourceType":242,"tags":1369},"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",[478,287,1233,617,702],{"title":1371,"description":1372,"path":1373,"category":1121,"updatedAt":1374,"sourceType":242,"tags":1375},"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",[478,1376,1377,848,1127],"transcript","jsonl",{"title":1379,"description":1380,"path":1381,"category":1121,"updatedAt":1374,"sourceType":242,"tags":1382},"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",[247,442,1383,1067,248],"store",{"title":1385,"description":1386,"path":1387,"category":1121,"updatedAt":484,"sourceType":242,"tags":1388},"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",[287,1080,1067,1389,1127],"ingress",{"title":1391,"description":1392,"path":1393,"category":1121,"updatedAt":335,"sourceType":242,"tags":1394},"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",[442,976,1395,685,1396],"health","troubleshooting",{"title":1398,"description":1399,"path":1400,"category":1121,"updatedAt":1374,"sourceType":242,"tags":1401},"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",[1376,1402,450,1403,1127],"hygiene","tool-calls",{"title":1405,"description":1406,"path":1407,"category":1216,"updatedAt":327,"sourceType":242,"tags":1408},"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",[1396,45,976,685],{"title":1410,"description":1411,"path":1412,"category":1121,"updatedAt":233,"sourceType":242,"tags":1413},"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",[393,1414,1415,1376,1127],"history","inject",{"title":1417,"description":1418,"path":1419,"category":1420,"updatedAt":378,"sourceType":242,"tags":1421},"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",[1422,1423,1424,595,995,996],"china","cloud","deployment",{"title":1426,"description":1427,"path":1428,"category":1420,"updatedAt":327,"sourceType":242,"tags":1429},"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",[1424,338,1430,1423,1431],"docker","wsl2",{"title":1433,"description":1434,"path":1435,"category":1420,"updatedAt":830,"sourceType":242,"tags":1436},"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",[320,1336,1437,1431],"install-script",{"title":1439,"description":1440,"path":1441,"category":1420,"updatedAt":335,"sourceType":242,"tags":1442},"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",[320,1443,1437,1444,245],"updater","git",{"title":1446,"description":1447,"path":1448,"category":1420,"updatedAt":579,"sourceType":242,"tags":1449},"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",[320,1443,1450,45,245],"uninstall",{"title":1452,"description":1453,"path":1454,"category":1420,"updatedAt":579,"sourceType":242,"tags":1455},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 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保真，以及它们对长期使用的意义。","/news/openclaw-context-compaction-watch-2026-03-21",[847,848,247,269,1773],"continuity",{"title":1775,"description":1776,"path":1777,"category":1484,"date":335,"updatedAt":335,"sourceType":242,"source":1778,"tags":1779},"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",[538,322,931,617,337],{"title":1781,"description":1782,"path":1783,"category":232,"date":891,"updatedAt":891,"sourceType":242,"source":1704,"tags":1784},"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",[322,417,1210,452,538],{"title":1786,"description":1787,"path":1788,"category":232,"date":378,"updatedAt":378,"sourceType":242,"source":1704,"tags":1789},"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",[322,393,558,1210,459,1790],"web",{"title":1792,"description":1793,"path":1794,"category":1484,"date":261,"updatedAt":261,"sourceType":529,"source":1795,"tags":1796},"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",[276,280,530,1422],{"title":1798,"description":1799,"path":1800,"category":232,"date":474,"updatedAt":474,"sourceType":242,"source":1801,"tags":1802},"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",[618,617,558,962,1803],"rotate",{"title":1805,"description":1806,"path":1807,"category":232,"date":233,"updatedAt":233,"sourceType":242,"source":1808,"tags":1809},"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 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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",[1822,1823,1824,1825],"education","adoption","ai-tutor","higher-education",{"title":1827,"description":1828,"path":1829,"category":1819,"date":261,"updatedAt":261,"sourceType":529,"source":1830,"tags":1831},"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",[286,1424,313,1422],{"title":1833,"description":1834,"path":1835,"category":1484,"date":335,"updatedAt":335,"sourceType":242,"source":1836,"tags":1837},"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",[280,512,370,372,531],{"title":1839,"description":1840,"path":1841,"category":232,"date":438,"updatedAt":438,"sourceType":242,"source":1842,"tags":1843},"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",[595,596,597,598,267,599],{"title":1845,"description":1846,"path":1847,"category":232,"date":474,"updatedAt":474,"sourceType":242,"source":1848,"tags":1849},"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",[265,617,1850,558,432],"pending",{"title":1852,"description":1853,"path":1854,"category":232,"date":891,"updatedAt":891,"sourceType":242,"source":1855,"tags":1856},"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",[265,478,393,322,1857],"state",{"title":1859,"description":1860,"path":1861,"category":232,"date":474,"updatedAt":474,"sourceType":242,"source":1862,"tags":1863},"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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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",[1882,269,566,1915,1916],"vector-search","knowledge",{"title":1918,"description":1919,"path":1920,"category":232,"date":474,"updatedAt":474,"sourceType":242,"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",[1282,477,504,506,573],{"title":1924,"description":1925,"path":1926,"category":232,"date":233,"updatedAt":233,"sourceType":242,"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",[636,393,459,84,267],{"title":1930,"description":1931,"path":1932,"category":232,"date":378,"updatedAt":378,"sourceType":242,"source":1759,"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",[386,1324,450,452,1004],{"title":1935,"description":1936,"path":1937,"category":232,"date":474,"updatedAt":474,"sourceType":242,"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 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和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1056,559,538,617,337],{"title":1952,"description":1953,"path":1954,"category":232,"date":484,"updatedAt":484,"sourceType":242,"source":1955,"tags":1956},"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",[322,393,899,1056,433],{"title":1958,"description":1959,"path":1960,"category":232,"date":474,"updatedAt":474,"sourceType":242,"source":1801,"tags":1961},"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",[617,1162,267,1163,248],{"title":1963,"description":1964,"path":1965,"category":1484,"date":335,"updatedAt":335,"sourceType":242,"source":1966,"tags":1967},"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",[370,530,372,529,531],{"title":1969,"description":1970,"path":1971,"category":232,"date":378,"updatedAt":378,"sourceType":242,"source":1972,"tags":1973},"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",[450,386,432,452,749],{"title":1987,"description":1988,"path":1989,"category":232,"date":484,"updatedAt":484,"sourceType":242,"source":1990,"tags":1991},"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",[450,1126,386,265,248],{"title":1993,"description":1994,"path":1995,"category":1484,"date":335,"updatedAt":335,"sourceType":242,"source":1679,"tags":1996},"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",[1042,1043,245,1044],{"title":1998,"description":1999,"path":2000,"category":232,"date":233,"updatedAt":233,"sourceType":242,"source":1704,"tags":2001},"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",[322,617,432,337,949],{"title":2003,"description":2004,"path":2005,"category":232,"date":474,"updatedAt":474,"sourceType":242,"source":2006,"tags":2007},"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",[459,458,2008,267,460],"threads",{"title":2010,"description":2011,"path":2012,"category":232,"date":438,"updatedAt":438,"sourceType":242,"source":2013,"tags":2014},"OpenClaw 把 SearXNG 推进 bundled web_search provider，搜索层开始更适合自托管","官方近期上线的 SearXNG Search 文档，说明 OpenClaw 的 web_search 已经不只适合外部 API，也开始正式支持自托管聚合搜索。","/news/openclaw-searxng-search-watch-2026-04-30","https://docs.openclaw.ai/tools/searxng-search",[790,677,791,363,268],{"title":2016,"description":2017,"path":2018,"category":232,"date":474,"updatedAt":474,"sourceType":242,"source":2019,"tags":2020},"OpenClaw Secret 观察：active snapshot 正在把密钥轮换从“即时取值”收成“原子切换”","基于 2026 年 3 月 25 日可见的官方 Secrets Management 文档，最近 secrets 层最值得关注的变化之一是 active snapshot 与 last-known-good 的边界越来越清楚。","/news/openclaw-secret-snapshot-watch-2026-03-25","https://docs.openclaw.ai/gateway/secrets",[1364,2021,2022,1363,248],"snapshot","rotation",{"title":2024,"description":2025,"path":2026,"category":232,"date":474,"updatedAt":474,"sourceType":242,"source":1890,"tags":2027},"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",[478,287,1233,617,1080],{"title":2029,"description":2030,"path":2031,"category":232,"date":378,"updatedAt":378,"sourceType":242,"source":2032,"tags":2033},"OpenClaw 安全观察：security audit 已经从提醒工具继续长成加固入口","基于 2026 年 3 月 24 日可见的官方安全文档，最近最值得关注的信号是 openclaw security audit 不再只是列问题，而是在形成 audit、deep、fix 三段式加固路径。","/news/openclaw-security-audit-fix-watch-2026-03-24","https://docs.openclaw.ai/gateway/security",[287,1067,1069,1068,248],{"title":2035,"description":2036,"path":2037,"category":2038,"date":261,"updatedAt":261,"sourceType":529,"source":2039,"tags":2040},"OpenClaw 安全与合规话题升温：中文团队更在意可审计与本地数据边界","基于 2026 年 3 月 16 日安全方向临时稿，整理 OpenClaw 在中文环境下最受关注的安全议题，包括本地运行、合规要求、可审计性与金融等高敏行业采用。","/news/openclaw-security-compliance-watch-2026-03-16","安全观察","content/tmp/2026-03-16/openclaw-security-audit-milestone.md",[287,2041,648,286],"compliance",{"title":2043,"description":2044,"path":2045,"category":232,"date":233,"updatedAt":233,"sourceType":242,"source":2019,"tags":2046},"OpenClaw 的安全运维边界继续细化","官方最近围绕 Secrets、approvals forwarding、trusted proxy 和 Control UI 降级开关的文档，正在把安全问题从抽象原则推向更可执行的运维边界。","/news/openclaw-security-ops-watch-2026-03-22",[287,1363,583,2047,248],"proxy",{"title":2049,"description":2050,"path":2051,"category":232,"date":1374,"updatedAt":1374,"sourceType":242,"source":2052,"tags":2053},"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",[478,1377,848,1376,265],{"title":2055,"description":2056,"path":2057,"category":232,"date":1374,"updatedAt":1374,"sourceType":242,"source":2058,"tags":2059},"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",[247,442,1383,1067,248],{"title":2061,"description":2062,"path":2063,"category":232,"date":474,"updatedAt":474,"sourceType":242,"source":2064,"tags":2065},"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",[287,1080,1081,2066,265],"sandbox",{"title":2068,"description":2069,"path":2070,"category":1484,"date":335,"updatedAt":335,"sourceType":242,"source":1880,"tags":2071},"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",[1882,529,504,280,314],{"title":2073,"description":2074,"path":2075,"category":232,"date":484,"updatedAt":484,"sourceType":242,"source":2064,"tags":2076},"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",[1080,1234,476,459,287],{"title":2078,"description":2079,"path":2080,"category":232,"date":1374,"updatedAt":1374,"sourceType":242,"source":2081,"tags":2082},"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",[1376,450,1402,1403,2083],"compatibility",{"title":2085,"description":2086,"path":2087,"category":232,"date":378,"updatedAt":378,"sourceType":242,"source":1735,"tags":2088},"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",[1100,287,337,265,452],{"title":2090,"description":2091,"path":2092,"category":232,"date":891,"updatedAt":891,"sourceType":242,"source":1855,"tags":2093},"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",[265,393,893,1218,478],{"title":2095,"description":2096,"path":2097,"category":232,"date":378,"updatedAt":378,"sourceType":242,"source":2098,"tags":2099},"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",[1450,245,724,265,1857],{"title":2101,"description":2102,"path":2103,"category":232,"date":378,"updatedAt":378,"sourceType":242,"source":2104,"tags":2105},"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 逻辑。","/news/openclaw-update-channels-watch-2026-03-24","https://docs.openclaw.ai/cli/update",[1112,1113,1114,1115,1116],{"title":2107,"description":2108,"path":2109,"category":1484,"date":335,"updatedAt":335,"sourceType":242,"source":1880,"tags":2110},"OpenClaw 官方 Showcase 语音观察：Phone Bridge、Telegram Voice Notes 与多语言转录正在把语音入口做实","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语音与电话类案例，观察 OpenClaw 在电话桥接、TTS 回传和多语言转录上的真实方向。","/news/openclaw-voice-phone-showcase-watch-2026-03-21",[1882,552,2111,2112,566],"phone","tts",{"title":2114,"description":2115,"path":2116,"category":232,"date":474,"updatedAt":474,"sourceType":242,"source":2117,"tags":2118},"OpenClaw 语音观察：全局 wake words 与设备本地 toggle 的分层正在变清楚","基于 2026 年 3 月 25 日可见的官方 Voice Wake 文档，最近语音层最值得关注的变化之一是 Gateway 级词表与设备本地开关的边界正在被官方主动强调。","/news/openclaw-voice-wake-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes/voice-wake",[552,879,880,432,618],{"title":2120,"description":2121,"path":2122,"category":1484,"date":335,"updatedAt":335,"sourceType":242,"source":1704,"tags":2123},"OpenClaw Web 入口观察：Dashboard、WebChat 与 Gateway WebSocket 正在收敛成一套更清晰的使用分工","基于 2026 年 3 月 21 日可见的官方 Dashboard、WebChat 与架构文档，整理最近最值得中文站关注的 Web 入口变化：Dashboard 的快速打开、WebChat 的 Gateway 直连，以及控制面和聊天面的职责分离。","/news/openclaw-web-surfaces-watch-2026-03-21",[322,393,899,538,1790],{"title":2125,"description":2126,"path":2127,"category":232,"date":891,"updatedAt":891,"sourceType":242,"source":2128,"tags":2129},"OpenClaw 正在把 WebChat、Dashboard 和 API 的入口职责写得更清楚","官方最近围绕 WebChat、Session 和 API 的写法，让 Dashboard 更像控制面、WebChat 更像会话 UI、API 更像结构化集成面，入口分工正在变得更稳定。","/news/openclaw-webchat-control-surface-watch-2026-03-26","https://docs.openclaw.ai/web/webchat",[393,322,893,265,589],{"title":2131,"description":2132,"path":2133,"category":232,"date":233,"updatedAt":233,"sourceType":242,"source":1978,"tags":2134},"OpenClaw 工作流治理能力继续成型","官方最近的 ClawHub、Lobster、OpenProse 与 Exec approvals 文档，正在把技能发现、确定性执行和审批恢复串成更完整的一条线。","/news/openclaw-workflow-governance-watch-2026-03-22",[313,731,512,583,749],{"title":2136,"description":2137,"path":2138,"category":2139,"date":2140,"updatedAt":2140,"sourceType":262,"source":2141,"tags":2142},"OpenClaw 中文站本周更新：扩展能力地图、案例展示重构与周更内容节奏启动","本周中文站完成扩展目录重排、案例展示页重构，并开始按“教程 + 更新 + 案例”三类节奏持续发布内容。","/news/openclawcn-weekly-update-2026-03-15","站点更新","2026-03-15","openclawcn.xyz",[2143,2144,268,1882,2145],"site-update","content","weekly",{"title":2147,"description":2148,"path":2149,"category":2150,"date":1485,"updatedAt":327,"sourceType":242,"source":1486,"tags":2151},"OpenClaw 隐私优先：数据保留在本地设备","OpenClaw 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的安全设计理念、数据保护机制和企业级安全特性。","/news/security-architecture",[287,648,286,278],{"title":2173,"description":2174,"path":2175,"category":2176,"date":327,"updatedAt":327,"sourceType":529,"source":2177,"tags":2178},"OpenClaw 安全最佳实践：保护你的 AI 助手免受风险","随着 OpenClaw 的普及，安全问题日益受到关注。本文整理了保护本地 AI 助手的关键安全措施和最佳实践。","/news/security-best-practices","安全公告","安全社区",[287,648,1027,380],{"title":2180,"description":2181,"path":2182,"category":1563,"date":1485,"updatedAt":327,"sourceType":242,"source":1486,"tags":2183},"OpenClaw Signal 隐私通讯集成","了解如何将 OpenClaw 连接到 Signal，实现隐私通讯。","/news/signal-privacy",[808,648,1565,296],{"title":2185,"description":2186,"path":2187,"category":1542,"date":1511,"updatedAt":579,"sourceType":1184,"source":1512,"tags":2188},"OpenClaw 技能市场突破 400 个技能","OpenClaw 技能市场迎来重要里程碑，社区贡献的技能数量突破 400 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