[{"data":1,"prerenderedAt":2848},["ShallowReactive",2],{"best-practices:operator-browser-discipline":3,"content-manifest":340},{"id":4,"title":5,"body":6,"category":319,"date":320,"description":321,"difficulty":322,"extension":323,"meta":324,"navigation":325,"path":326,"seo":327,"source":328,"sourceName":329,"sourceType":330,"stem":331,"tags":332,"updatedAt":338,"__hash__":339},"bestPractices/best-practices/operator-browser-discipline.md","多人协作时怎么管理 Operator 浏览器入口",{"type":7,"value":8,"toc":305},"minimark",[9,13,17,20,33,36,41,44,49,52,60,63,67,70,78,81,92,96,99,110,113,124,127,131,134,145,148,156,159,163,166,169,180,183,187,190,193,207,210,214,217,231,234,237,240,258,261,264,278,281,284],[10,11,5],"h1",{"id":12},"多人协作时怎么管理-operator-浏览器入口",[14,15,16],"p",{},"团队一旦开始共用一个 Gateway，最容易失控的常常不是 node，而是浏览器。",[14,18,19],{},"因为官方最近对 Dashboard 的描述已经很明确：",[21,22,23,27,30],"ul",{},[24,25,26],"li",{},"它是 admin surface",[24,28,29],{},"会保存认证状态",[24,31,32],{},"能做聊天、配置和审批动作",[14,34,35],{},"这意味着浏览器不只是“看一眼面板的地方”，而是真正的 operator 入口。",[37,38,40],"h2",{"id":39},"第一原则浏览器是入口不是共享状态仓库","第一原则：浏览器是入口，不是共享状态仓库",[14,42,43],{},"多人协作时最危险的误区之一是：",[21,45,46],{},[24,47,48],{},"觉得只要大家都能打开同一个 Dashboard，就算协作完成了",[14,50,51],{},"但更稳的理解是：",[21,53,54,57],{},[24,55,56],{},"浏览器只是接入同一个 Gateway 的入口",[24,58,59],{},"系统真实状态仍然在 Gateway 侧",[14,61,62],{},"一旦有人把某个浏览器 tab 里的临时认知当成真实状态，交接就会开始混乱。",[37,64,66],{"id":65},"第二原则不要共用长期登录的浏览器-profile","第二原则：不要共用长期登录的浏览器 profile",[14,68,69],{},"因为官方文档明确提到 Dashboard 会保存 token，所以团队里最不稳的做法之一就是：",[21,71,72,75],{},[24,73,74],{},"多个人共用同一个浏览器 profile",[24,76,77],{},"在共享机器上长期保留登录态",[14,79,80],{},"这样后面会很难回答：",[21,82,83,86,89],{},[24,84,85],{},"谁做了批准",[24,87,88],{},"谁发了动作",[24,90,91],{},"某个 tab 里的 token 到底属于谁的会话",[37,93,95],{"id":94},"第三原则值班和开发不要用同一入口习惯","第三原则：值班和开发不要用同一入口习惯",[14,97,98],{},"开发阶段常见的是：",[21,100,101,104,107],{},[24,102,103],{},"本地打开",[24,105,106],{},"临时调试",[24,108,109],{},"随手留一个登录态",[14,111,112],{},"但值班或正式协作阶段更适合：",[21,114,115,118,121],{},[24,116,117],{},"专门的 operator 浏览器环境",[24,119,120],{},"明确的登录和退出节奏",[24,122,123],{},"更少、更稳定的入口",[14,125,126],{},"否则一个人临时调试留下的状态，很容易变成另一个人的隐性风险。",[37,128,130],{"id":129},"第四原则批准动作要尽量集中","第四原则：批准动作要尽量集中",[14,132,133],{},"不是所有看 Dashboard 的人都应该处理：",[21,135,136,139,142],{},[24,137,138],{},"pairing approve",[24,140,141],{},"exec approvals",[24,143,144],{},"高风险配置修改",[14,146,147],{},"更稳的做法通常是：",[21,149,150,153],{},[24,151,152],{},"让更多人可看",[24,154,155],{},"让更少人可批",[14,157,158],{},"哪怕产品本身没有完整 RBAC，团队流程也应该先把职责边界定出来。",[37,160,162],{"id":161},"第五原则浏览器入口和设备入口要分层","第五原则：浏览器入口和设备入口要分层",[14,164,165],{},"Dashboard 浏览器入口、聊天入口、node 设备入口，看起来都在连同一个 Gateway，但职责不同。",[14,167,168],{},"更稳的分层通常是：",[21,170,171,174,177],{},[24,172,173],{},"浏览器 operator：查看、调度、少量批准",[24,175,176],{},"聊天入口：日常交互",[24,178,179],{},"node 设备：感知和执行外围能力",[14,181,182],{},"一旦把三者都混成“谁能连上都一样”，协作边界会越来越乱。",[37,184,186],{"id":185},"第六原则交接时要交连接方式不只交链接","第六原则：交接时要交“连接方式”，不只交链接",[14,188,189],{},"多人接力时，经常只会交一个地址，但这远远不够。",[14,191,192],{},"更应该交代的是：",[21,194,195,198,201,204],{},[24,196,197],{},"这次是 localhost、SSH tunnel，还是 Tailscale",[24,199,200],{},"当前 token 是怎么来的",[24,202,203],{},"哪些动作今天不能做",[24,205,206],{},"哪些 pending request 正在等批准",[14,208,209],{},"这会比只扔一个 Dashboard 地址实用得多。",[37,211,213],{"id":212},"第七原则浏览器异常先按连接链路排不要先怪-ui","第七原则：浏览器异常先按连接链路排，不要先怪 UI",[14,215,216],{},"多人环境里最常见的几类问题通常是：",[21,218,219,222,225,228],{},[24,220,221],{},"token 过期或不一致",[24,223,224],{},"远程隧道断了",[24,226,227],{},"打开的不是预期 Gateway",[24,229,230],{},"设备 pairing / pending 状态还没处理",[14,232,233],{},"这些问题表面像“页面不稳定”，其实大多是 operator 入口纪律不稳。",[37,235,236],{"id":236},"一条更稳的团队做法",[14,238,239],{},"建议至少建立下面这些最小纪律：",[241,242,243,246,249,252,255],"ol",{},[24,244,245],{},"每个核心 operator 用自己的浏览器 profile",[24,247,248],{},"共享机器不保留长期 Dashboard 登录态",[24,250,251],{},"pairing / exec approvals 只交给少量核心成员",[24,253,254],{},"交接时同步 pending approvals 和访问方式",[24,256,257],{},"值班入口和开发入口分开",[37,259,260],{"id":260},"特别适合先做这件事的团队",[14,262,263],{},"如果你们已经出现下面这些现象，这页内容就很适合立刻执行：",[21,265,266,269,272,275],{},[24,267,268],{},"多人同时值班",[24,270,271],{},"有远程 Gateway",[24,273,274],{},"浏览器和手机都能作为 operator 入口",[24,276,277],{},"经常有人说“我这边明明是好的”",[14,279,280],{},"这通常不是技术能力不够，而是 operator 纪律还没建立。",[37,282,283],{"id":283},"下一步推荐",[21,285,286,293,299],{},[24,287,288],{},[289,290,292],"a",{"href":291},"/docs/operations/dashboard-admin-surface-hardening","Dashboard 管理面怎么更稳地开放",[24,294,295],{},[289,296,298],{"href":297},"/docs/operations/remote-operators-and-nodes","Remote Operators 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开始，而不是一上来就把整套能力全部接齐。","/docs/getting-started/personal-user-entry",[434,435,334,357,369],"personal","getting-started",{"title":437,"description":438,"path":439,"category":440,"updatedAt":409,"sourceType":330,"tags":441},"如何开始系统理解 OpenClaw","给第一次接触 OpenClaw 的中文用户一条更清晰的阅读顺序，先建立整体认知，再进入安装、接入和运维细节。","/docs/getting-started/reading-path","使用指南",[442,443,444,412],"reading-path","overview","docs",{"title":446,"description":447,"path":448,"category":449,"updatedAt":450,"sourceType":330,"tags":451},"OpenClaw 是什么","用中文快速理解 OpenClaw 的定位、使用方式和它与普通聊天产品的差别。","/docs/getting-started/what-is-openclaw","产品","2026-03-13",[443,452,357,453],"self-hosted","assistant",{"title":455,"description":456,"path":457,"category":350,"updatedAt":364,"sourceType":352,"tags":458},"我什么时候再上 Skills、Plugins 和多 Agent","帮你判断现在是否已经适合进入 Skills、Plugins、Hooks 或多 Agent 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WhatsApp。","/docs/getting-started/when-to-use-dashboard-webchat-or-channels",[334,482,357,462,435],"webchat",{"title":484,"description":485,"path":486,"category":350,"updatedAt":467,"sourceType":352,"tags":487},"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",[435,462,444,488,489],"paths","topics",{"title":491,"description":492,"path":493,"category":449,"updatedAt":409,"sourceType":330,"tags":494},"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",[495,337,496,452],"users","scenarios",{"title":498,"description":499,"path":500,"category":501,"updatedAt":409,"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","功能","third-party",[504,505,359,369],"workspace","soul",{"title":507,"description":508,"path":509,"category":510,"updatedAt":409,"sourceType":330,"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",[355,512,367,513],"nodes","control-plane",{"title":515,"description":516,"path":517,"category":501,"updatedAt":338,"sourceType":330,"tags":518},"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",[519,520,521,357,368],"bindings","routing","agents",{"title":523,"description":524,"path":525,"category":501,"updatedAt":467,"sourceType":330,"tags":526},"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 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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",[1227,1228,1229,979,738],"debugging","debug","runtime-overrides",{"title":1231,"description":1232,"path":1233,"category":1134,"updatedAt":338,"sourceType":330,"tags":1234},"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",[1146,1235,1236,1228,1140],"logging","flags",{"title":1238,"description":1239,"path":1240,"category":1134,"updatedAt":338,"sourceType":330,"tags":1241},"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",[539,1242,1243,520,1140],"dmScope","identityLinks",{"title":1245,"description":1246,"path":1247,"category":1134,"updatedAt":338,"sourceType":330,"tags":1248},"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",[979,980,1146,1249,1140],"migrations",{"title":1251,"description":1252,"path":1253,"category":1134,"updatedAt":338,"sourceType":330,"tags":1254},"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",[843,368,547,1255,1140],"shell",{"title":1257,"description":1258,"path":1259,"category":1134,"updatedAt":467,"sourceType":352,"tags":1260},"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",[1261,1055,591,1262,1057],"sources","trust",{"title":1264,"description":1265,"path":1266,"category":1134,"updatedAt":424,"sourceType":330,"tags":1267},"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",[355,1268,802,908,513],"rpc",{"title":1270,"description":1271,"path":1272,"category":1134,"updatedAt":338,"sourceType":330,"tags":1273},"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",[336,670,355,512,1140],{"title":1275,"description":1276,"path":1277,"category":1134,"updatedAt":900,"sourceType":330,"tags":1278},"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",[539,355,482,334,1140],{"title":1280,"description":1281,"path":1282,"category":1134,"updatedAt":545,"sourceType":330,"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",[355,908,1284,1285,1140],"protocol","scopes",{"title":1287,"description":1288,"path":1289,"category":1134,"updatedAt":535,"sourceType":330,"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",[538,1291,520,755,688],"mention",{"title":1293,"description":1294,"path":1295,"category":1134,"updatedAt":545,"sourceType":330,"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",[955,1297,1298,1299,1140],"visibility","activeHours","alerts",{"title":1301,"description":1302,"path":1303,"category":1134,"updatedAt":535,"sourceType":330,"tags":1304},"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",[902,908,1305,355,1140],"sdk",{"title":1307,"description":1308,"path":1309,"category":1134,"updatedAt":535,"sourceType":330,"tags":1310},"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",[368,1311,932,1312,1140],"include","arrays",{"title":1314,"description":1315,"path":1316,"category":1134,"updatedAt":338,"sourceType":330,"tags":1317},"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",[775,1318,645,403,1140],"invoke",{"title":1320,"description":1321,"path":1322,"category":1134,"updatedAt":545,"sourceType":330,"tags":1323},"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",[359,1324,1325,1326,1327,1140],"hybrid-search","ranking","mmr","retrieval",{"title":1329,"description":1330,"path":1331,"category":1134,"updatedAt":467,"sourceType":330,"tags":1332},"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",[475,1333,620,630,1140],"probe",{"title":304,"description":1335,"path":303,"category":1134,"updatedAt":838,"sourceType":330,"tags":1336},"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。",[336,670,1170,1337,960],"credentials",{"title":1339,"description":1340,"path":1341,"category":1134,"updatedAt":467,"sourceType":330,"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",[459,574,1343,1344,1057,1140],"npm","pin",{"title":1346,"description":1347,"path":1348,"category":1225,"updatedAt":424,"sourceType":330,"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",[1227,1350,738,630,701],"raw-stream",{"title":1352,"description":1353,"path":1354,"category":1134,"updatedAt":545,"sourceType":330,"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",[426,1356,620,355,1140],"tlsFingerprint",{"title":1358,"description":1359,"path":1360,"category":1134,"updatedAt":545,"sourceType":330,"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",[538,1362,1363,1364,1140],"mentions","pending-history","reply",{"title":1366,"description":1367,"path":1368,"category":1134,"updatedAt":338,"sourceType":330,"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",[1370,1371,1372,630,1140],"secrets","secretrefs","runtime",{"title":1374,"description":1375,"path":1376,"category":1134,"updatedAt":535,"sourceType":330,"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",[539,377,1242,336,755],{"title":1379,"description":1380,"path":1381,"category":1134,"updatedAt":1382,"sourceType":330,"tags":1383},"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",[539,1384,1385,857,1140],"transcript","jsonl",{"title":1387,"description":1388,"path":1389,"category":1134,"updatedAt":1382,"sourceType":330,"tags":1390},"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",[658,802,1391,1078,376],"store",{"title":1393,"description":1394,"path":1395,"category":1134,"updatedAt":545,"sourceType":330,"tags":1396},"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",[377,1093,1078,1397,1140],"ingress",{"title":1399,"description":1400,"path":1401,"category":1134,"updatedAt":424,"sourceType":330,"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",[802,988,1403,738,1404],"health","troubleshooting",{"title":1406,"description":1407,"path":1408,"category":1134,"updatedAt":1382,"sourceType":330,"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",[1384,1410,630,1411,1140],"hygiene","tool-calls",{"title":1413,"description":1414,"path":1415,"category":1225,"updatedAt":409,"sourceType":330,"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",[1404,979,988,738],{"title":1418,"description":1419,"path":1420,"category":1134,"updatedAt":338,"sourceType":330,"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",[482,1422,1423,1384,1140],"history","inject",{"title":1425,"description":1426,"path":1427,"category":1428,"updatedAt":467,"sourceType":330,"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",[1430,1431,1432,1433,1007,1008],"china","cloud","deployment","feishu",{"title":1435,"description":1436,"path":1437,"category":1428,"updatedAt":409,"sourceType":330,"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",[1432,427,1439,1431,1440],"docker","wsl2",{"title":1442,"description":1443,"path":1444,"category":1428,"updatedAt":848,"sourceType":330,"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",[411,1343,1446,1440],"install-script",{"title":1448,"description":1449,"path":1450,"category":1428,"updatedAt":424,"sourceType":330,"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",[411,1452,1446,1453,1058],"updater","git",{"title":1455,"description":1456,"path":1457,"category":1428,"updatedAt":383,"sourceType":330,"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 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",[411,1452,1459,979,1058],"uninstall",{"title":1461,"description":1462,"path":1463,"category":1428,"updatedAt":383,"sourceType":330,"tags":1464},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 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回流边界正在被主动写清。","/news/openclaw-dashboard-webchat-auth-watch-2026-03-24",[334,482,621,1219,520,1791],"web",{"title":1793,"description":1794,"path":1795,"category":1495,"date":351,"updatedAt":351,"sourceType":591,"source":1796,"tags":1797},"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",[366,369,592,1430],{"title":1799,"description":1800,"path":1801,"category":1703,"date":535,"updatedAt":535,"sourceType":330,"source":1802,"tags":1803},"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",[670,336,621,973,1804],"rotate",{"title":1806,"description":1807,"path":1808,"category":1703,"date":338,"updatedAt":338,"sourceType":330,"source":1809,"tags":1810},"OpenClaw 的诊断与修复工作流正在成型","官方最近围绕 Doctor、Diagnostics Flags、Debugging 和 sessions cleanup 的文档更新，正在把 OpenClaw 的排障方式从“看日志猜”推进到更清楚的 repair ladder。","/news/openclaw-diagnostics-repair-watch-2026-03-22","https://docs.openclaw.ai/doctor",[979,1146,980,1227,376],{"title":1812,"description":1813,"path":1814,"category":1703,"date":535,"updatedAt":535,"sourceType":330,"source":1809,"tags":1815},"OpenClaw 排障观察：doctor 正在从“检查器”继续长成带备份心智的修复入口","基于 2026 年 3 月 25 日可见的官方 Doctor 文档，最近排障层最值得关注的变化之一是 doctor 对 stale config、unknown keys 和 legacy 状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[979,980,840,1058,1146],{"title":1817,"description":1818,"path":1819,"category":1820,"date":351,"updatedAt":351,"sourceType":591,"source":1821,"tags":1822},"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",[1823,1824,1825,1826],"education","adoption","ai-tutor","higher-education",{"title":1828,"description":1829,"path":1830,"category":1820,"date":351,"updatedAt":351,"sourceType":591,"source":1831,"tags":1832},"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",[375,1432,403,1430],{"title":1834,"description":1835,"path":1836,"category":1495,"date":424,"updatedAt":424,"sourceType":330,"source":1837,"tags":1838},"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",[369,574,459,461,593],{"title":1840,"description":1841,"path":1842,"category":1703,"date":535,"updatedAt":535,"sourceType":330,"source":1843,"tags":1844},"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",[355,336,1845,621,512],"pending",{"title":1847,"description":1848,"path":1849,"category":1703,"date":900,"updatedAt":900,"sourceType":330,"source":1850,"tags":1851},"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",[355,539,482,334,1852],"state",{"title":1854,"description":1855,"path":1856,"category":1703,"date":535,"updatedAt":535,"sourceType":330,"source":1857,"tags":1858},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 顺序写得更完整了，也让“没回”和“没进系统”首次更容易区分。","/news/openclaw-group-policy-watch-2026-03-25","https://docs.openclaw.ai/channels/groups",[538,1291,755,688,520],{"title":1860,"description":1861,"path":1862,"category":1703,"date":545,"updatedAt":545,"sourceType":330,"source":1857,"tags":1863},"OpenClaw 正在把群触发从“@一下就行”写成更完整的治理链","官方最近围绕 Groups、Group Messages 和 Broadcast Groups 的文档更新，正在把 reply-to implicit mention、pending history、forum topic session key 和 shared-group rollout 写成更完整的群入口治理链。","/news/openclaw-group-trigger-governance-watch-2026-03-29",[538,1362,1864,537,781],"activation",{"title":1866,"description":1867,"path":1868,"category":1703,"date":535,"updatedAt":535,"sourceType":330,"source":1869,"tags":1870},"OpenClaw 配置观察：include 合并边界正在从“能拆文件”继续走向“能预测最终结果”","基于 2026 年 3 月 25 日可见的官方 Configuration 文档，最近配置层最值得关注的变化之一是 include、数组处理和 sibling override 的顺序正在被官方主动写清。","/news/openclaw-include-merge-boundary-watch-2026-03-25","https://docs.openclaw.ai/gateway/configuration",[368,1311,932,1312,376],{"title":1872,"description":1873,"path":1874,"category":1495,"date":424,"updatedAt":424,"sourceType":330,"source":1875,"tags":1876},"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",[1877,1432,1878,1879,1880],"showcase","home-assistant","nix","infrastructure",{"title":1882,"description":1883,"path":1884,"category":1703,"date":338,"updatedAt":338,"sourceType":330,"source":1885,"tags":1886},"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",[658,359,857,1773,781],{"title":1888,"description":1889,"path":1890,"category":1703,"date":338,"updatedAt":338,"sourceType":330,"source":1891,"tags":1892},"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",[1058,947,658,948,376],{"title":1894,"description":1895,"path":1896,"category":1522,"date":1496,"updatedAt":409,"sourceType":1192,"source":1524,"tags":1897},"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",[1055,1125,1056,369,377],{"title":1899,"description":1900,"path":1901,"category":1703,"date":467,"updatedAt":467,"sourceType":330,"source":1902,"tags":1903},"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",[1877,359,628,1914,1915],"vector-search","knowledge",{"title":1917,"description":1918,"path":1919,"category":1703,"date":535,"updatedAt":535,"sourceType":330,"source":1920,"tags":1921},"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",[1291,538,566,568,636],{"title":1923,"description":1924,"path":1925,"category":1703,"date":338,"updatedAt":338,"sourceType":330,"source":1926,"tags":1927},"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",[688,482,520,692,357],{"title":1929,"description":1930,"path":1931,"category":1703,"date":467,"updatedAt":467,"sourceType":330,"source":1759,"tags":1932},"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",[475,1333,630,620,1017],{"title":1934,"description":1935,"path":1936,"category":1703,"date":535,"updatedAt":535,"sourceType":330,"source":1937,"tags":1938},"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",[512,669,355,336,670],{"title":1940,"description":1941,"path":1942,"category":1495,"date":424,"updatedAt":424,"sourceType":330,"source":1943,"tags":1944},"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",[412,1479,1945,1480,1058],"install",{"title":1947,"description":1948,"path":1949,"category":1703,"date":900,"updatedAt":900,"sourceType":330,"source":1778,"tags":1950},"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",[333,335,600,336,426],{"title":1952,"description":1953,"path":1954,"category":1703,"date":545,"updatedAt":545,"sourceType":330,"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",[334,482,908,333,513],{"title":1958,"description":1959,"path":1960,"category":1703,"date":535,"updatedAt":535,"sourceType":330,"source":1802,"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",[336,1170,357,1171,376],{"title":1963,"description":1964,"path":1965,"category":1495,"date":424,"updatedAt":424,"sourceType":330,"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",[459,592,461,591,593],{"title":1969,"description":1970,"path":1971,"category":1703,"date":467,"updatedAt":467,"sourceType":330,"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 正在被官方主动连成一条生命周期链。","/news/openclaw-plugin-install-tracking-watch-2026-03-24","https://docs.openclaw.ai/cli/plugins",[459,574,1343,1344,1057],{"title":1975,"description":1976,"path":1977,"category":1703,"date":467,"updatedAt":467,"sourceType":330,"source":1978,"tags":1979},"OpenClaw 工作流观察：OpenProse 与 Lobster 的上下层分工正在变清楚","基于 2026 年 3 月 24 日可见的官方 Lobster 文档，最近最值得关注的信号是 OpenProse 与 Lobster 的边界正在被官方主动写清，多智能体准备和确定性执行不再混成一层。","/news/openclaw-prose-lobster-watch-2026-03-24","https://docs.openclaw.ai/tools/lobster",[774,775,403,645,460],{"title":1981,"description":1982,"path":1983,"category":1703,"date":545,"updatedAt":545,"sourceType":330,"source":1984,"tags":1985},"OpenClaw 正在把 provider、模型和远程执行分成不同治理层","官方最近围绕 Models、Model Failover 和 node 的文档更新，正在把 provider auth、模型 allowlist、多模态能力和远程 node 执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[630,475,512,620,781],{"title":1987,"description":1988,"path":1989,"category":1703,"date":545,"updatedAt":545,"sourceType":330,"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",[630,1139,475,355,376],{"title":1993,"description":1994,"path":1995,"category":1495,"date":424,"updatedAt":424,"sourceType":330,"source":1697,"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",[1055,1056,1058,1057],{"title":1998,"description":1999,"path":2000,"category":1703,"date":338,"updatedAt":338,"sourceType":330,"source":328,"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",[334,336,512,426,960],{"title":2003,"description":2004,"path":2005,"category":1703,"date":535,"updatedAt":535,"sourceType":330,"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",[520,519,2008,357,521],"threads",{"title":2010,"description":2011,"path":2012,"category":1703,"date":535,"updatedAt":535,"sourceType":330,"source":2013,"tags":2014},"OpenClaw Secret 观察：active snapshot 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三段式加固路径。","/news/openclaw-security-audit-fix-watch-2026-03-24","https://docs.openclaw.ai/gateway/security",[377,1078,1080,1079,376],{"title":2029,"description":2030,"path":2031,"category":2032,"date":351,"updatedAt":351,"sourceType":591,"source":2033,"tags":2034},"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",[377,2035,701,375],"compliance",{"title":2037,"description":2038,"path":2039,"category":1703,"date":338,"updatedAt":338,"sourceType":330,"source":2013,"tags":2040},"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 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巡检面。","/news/openclaw-sessions-cli-watch-2026-04-01","https://docs.openclaw.ai/cli/sessions",[658,802,1391,1078,376],{"title":2055,"description":2056,"path":2057,"category":1703,"date":535,"updatedAt":535,"sourceType":330,"source":2058,"tags":2059},"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",[377,1093,1094,2060,355],"sandbox",{"title":2062,"description":2063,"path":2064,"category":1495,"date":424,"updatedAt":424,"sourceType":330,"source":1875,"tags":2065},"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",[1877,591,566,369,404],{"title":2067,"description":2068,"path":2069,"category":1703,"date":545,"updatedAt":545,"sourceType":330,"source":2058,"tags":2070},"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",[1093,1243,537,520,377],{"title":2072,"description":2073,"path":2074,"category":1703,"date":1382,"updatedAt":1382,"sourceType":330,"source":2075,"tags":2076},"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",[1384,630,1410,1411,2077],"compatibility",{"title":2079,"description":2080,"path":2081,"category":1703,"date":467,"updatedAt":467,"sourceType":330,"source":1735,"tags":2082},"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",[1113,377,426,355,620],{"title":2084,"description":2085,"path":2086,"category":1703,"date":900,"updatedAt":900,"sourceType":330,"source":1850,"tags":2087},"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",[355,482,902,1227,539],{"title":2089,"description":2090,"path":2091,"category":1703,"date":467,"updatedAt":467,"sourceType":330,"source":2092,"tags":2093},"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",[1459,1058,1158,355,1852],{"title":2095,"description":2096,"path":2097,"category":1703,"date":467,"updatedAt":467,"sourceType":330,"source":2098,"tags":2099},"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",[1125,1126,1127,1128,1129],{"title":2101,"description":2102,"path":2103,"category":1495,"date":424,"updatedAt":424,"sourceType":330,"source":1875,"tags":2104},"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",[1877,614,2105,2106,628],"phone","tts",{"title":2108,"description":2109,"path":2110,"category":1703,"date":535,"updatedAt":535,"sourceType":330,"source":2111,"tags":2112},"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",[614,888,889,512,670],{"title":2114,"description":2115,"path":2116,"category":1495,"date":424,"updatedAt":424,"sourceType":330,"source":328,"tags":2117},"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",[334,482,908,600,1791],{"title":2119,"description":2120,"path":2121,"category":1703,"date":900,"updatedAt":900,"sourceType":330,"source":2122,"tags":2123},"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 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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",[377,701,375,367],{"title":2167,"description":2168,"path":2169,"category":2170,"date":409,"updatedAt":409,"sourceType":591,"source":2171,"tags":2172},"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",[377,701,1040,469],{"title":2174,"description":2175,"path":2176,"category":1576,"date":1496,"updatedAt":409,"sourceType":330,"source":1497,"tags":2177},"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",[826,701,1578,386],{"title":2179,"description":2180,"path":2181,"category":1555,"date":1523,"updatedAt":383,"sourceType":1192,"source":1524,"tags":2182},"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 个，覆盖更多应用场景。","/news/skills-marketplace-400",[369,1618,591,2183],"marketplace",{"title":2185,"description":2186,"path":2187,"category":1576,"date":1496,"updatedAt":409,"sourceType":330,"source":1497,"tags":2188},"OpenClaw Slack 工作区集成","了解如何将 OpenClaw 集成到 Slack 工作区，实现团队协作。","/news/slack-workspace",[636,504,1578,386],{"title":2190,"description":2191,"path":2192,"category":1515,"date":1496,"updatedAt":409,"sourceType":330,"source":1497,"tags":2193},"OpenClaw Tailscale 远程访问完全指南","了解如何使用 Tailscale 安全远程访问 OpenClaw，包括 Serve、Funnel 和身份认证。","/news/tailscale-integration",[940,426,2194,377],"vpn",{"title":2196,"description":2197,"path":2198,"category":1576,"date":1496,"updatedAt":409,"sourceType":330,"source":1497,"tags":2199},"OpenClaw Telegram Bot 配置指南","了解如何创建和配置 Telegram Bot 连接到 OpenClaw。","/news/telegram-bot",[566,864,1578,386],{"title":2201,"description":2202,"path":2203,"category":2204,"date":1496,"updatedAt":409,"sourceType":330,"source":1497,"tags":2205},"OpenClaw 与 VirusTotal 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