[{"data":1,"prerenderedAt":3012},["ShallowReactive",2],{"docs:manual/dashboard-fast-path-and-auth":3,"content-manifest":372},{"id":4,"title":5,"body":6,"category":352,"date":353,"description":354,"extension":355,"meta":356,"navigation":357,"path":358,"seo":359,"source":360,"sourceName":361,"sourceType":362,"stem":363,"tags":364,"updatedAt":370,"__hash__":371},"docs/docs/manual/dashboard-fast-path-and-auth.md","Dashboard 快速打开与认证行为",{"type":7,"value":8,"toc":335},"minimark",[9,13,17,20,34,39,42,52,55,61,68,75,78,84,87,107,110,121,124,128,131,143,146,149,160,163,166,171,174,187,190,192,203,206,214,217,231,238,249,253,256,264,267,275,278,281,284,301,304,307,328,331],[10,11,5],"h1",{"id":12},"dashboard-快速打开与认证行为",[14,15,16],"p",{},"官方最近的 Dashboard 文档把一个很容易被忽略的问题讲得比以前清楚很多了：很多人以为自己打不开 dashboard 是“网页有问题”，其实大多数时候是认证边界没理解清楚。",[14,18,19],{},"如果你只记一句话，更适合记这个：",[21,22,23,31],"ul",{},[24,25,26,30],"li",{},[27,28,29],"code",{},"openclaw dashboard"," 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不会长期裸露在地址栏",[24,158,159],{},"但它仍然是高敏感控制面凭据",[35,161,162],{"id":162},"本地打开和远程打开有什么区别",[14,164,165],{},"官方文档现在把这条边界说得很明确：",[167,168,170],"h3",{"id":169},"本地-localhost","本地 localhost",[14,172,173],{},"更适合：",[21,175,176,182],{},[24,177,178,179],{},"直接开 ",[27,180,181],{},"http://127.0.0.1:18789/",[24,183,184,185],{},"如果 unauthorized，再跑 ",[27,186,29],{},[167,188,189],{"id":189},"远程",[14,191,173],{},[21,193,194,197,200],{},[24,195,196],{},"SSH 隧道",[24,198,199],{},"Tailscale Serve",[24,201,202],{},"明确的 tailnet bind + token/password",[14,204,205],{},"也就是说，官方并不鼓励你把 dashboard 当普通公网网页去打开。",[35,207,209,210,213],{"id":208},"为什么-1008-unauthorized-这么常见","为什么 ",[27,211,212],{},"1008 unauthorized"," 这么常见",[14,215,216],{},"根据官方 Dashboard 文档，最常见的几种原因其实都很具体：",[21,218,219,222,225,228],{},[24,220,221],{},"Gateway 根本没连上",[24,223,224],{},"token 不对",[24,226,227],{},"当前浏览器没有正确带 auth",[24,229,230],{},"你以为自己连的是本地，其实已经在连远程实例",[14,232,233,234,237],{},"所以看到 ",[27,235,236],{},"1008"," 时，更适合先问：",[21,239,240,243,246],{},[24,241,242],{},"这是本地还是远程",[24,244,245],{},"当前 token 来源是什么",[24,247,248],{},"当前 URL 连到的是哪台 Gateway",[35,250,252],{"id":251},"dashboard-和-webchat-不该混着理解","Dashboard 和 WebChat 不该混着理解",[14,254,255],{},"虽然它们都走 Gateway WebSocket，但职责不同：",[21,257,258,261],{},[24,259,260],{},"Dashboard 更偏控制面",[24,262,263],{},"WebChat 更偏聊天入口",[14,265,266],{},"Dashboard 文档甚至明确提醒：",[21,268,269,272],{},[24,270,271],{},"这是 admin surface",[24,273,274],{},"不该公开暴露",[14,276,277],{},"所以它不是“另一个聊天前端”，而是高权限管理面。",[35,279,280],{"id":280},"中文站建议怎么使用它",[14,282,283],{},"更稳的默认习惯通常是：",[285,286,287,292,295,298],"ol",{},[24,288,289,290],{},"本地第一次验证先跑 ",[27,291,29],{},[24,293,294],{},"远程时优先 SSH 隧道或 Tailscale Serve",[24,296,297],{},"不把 dashboard 当公开网页",[24,299,300],{},"看到 unauthorized 先查 token 和实例归属",[14,302,303],{},"这样会比“先把网页打开，再慢慢补 auth”稳很多。",[35,305,306],{"id":306},"下一步推荐",[21,308,309,316,322],{},[24,310,311],{},[312,313,315],"a",{"href":314},"/docs/operations/control-ui-remote-access","远程打开 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cooldown，以及为什么同一个 session 往往会持续使用同一套凭据。","/docs/reference/auth-profile-rotation-and-session-pinning",[367,841,1245,539,1246],{"title":1265,"description":1266,"path":1267,"category":1240,"updatedAt":606,"sourceType":362,"tags":1268},"setup code、bootstrapToken 和 /pair pending 应该怎么一起看","基于最新官方 Pairing 文档，解释 Telegram 首次设备接入时 setup code 里到底装了什么、bootstrapToken 只负责哪一步，以及为什么最后仍然要回到 /pair pending 做人工批准。","/docs/reference/bootstrap-code-and-pair-pending",[733,1269,626,734,1246],"bootstrapToken",{"title":1271,"description":1272,"path":1273,"category":1246,"updatedAt":534,"sourceType":362,"tags":1274},"引导文件模板系统","AGENTS.md、SOUL.md、BOOTSTRAP.md 等引导文件的用途、写法和最佳实践。","/docs/reference/bootstrap-templates",[1275,538,582,546,1135,537],"templates",{"title":1277,"description":1278,"path":1279,"category":1240,"updatedAt":596,"sourceType":362,"tags":1280},"频道 pairing CLI 和 account scope 应该怎么一起看","基于最新官方 Pairing 文档，解释 openclaw pairing 的 list、approve、clear、--account 与 --notify 分别影响什么，以及多账号渠道下为什么不能只看一个默认 allowFrom 文件。","/docs/reference/channel-pairing-cli-and-account-scope",[733,1281,389,1282,1065],"allowFrom","account",{"title":1284,"description":1285,"path":1286,"category":1240,"updatedAt":695,"sourceType":362,"tags":1287},"CLI 命令参考","OpenClaw 命令行工具完整参考，包含所有命令和选项说明。","/docs/reference/cli-reference",[564,1246,1288,1289],"commands","terminal",{"title":1291,"description":1292,"path":1293,"category":1240,"updatedAt":606,"sourceType":362,"tags":1294},"Cloudflare AI Gateway 的双层鉴权头应该怎么配","基于最新官方 Cloudflare AI Gateway 文档，解释 provider API key 和 cf-aig-authorization 为什么是两层不同凭据，以及 daemon 场景里最常见的缺失点。","/docs/reference/cloudflare-aig-dual-auth-headers",[1295,1296,367,572,1246],"cloudflare-ai-gateway","headers",{"title":1298,"description":1299,"path":1300,"category":1301,"updatedAt":499,"sourceType":651,"tags":1302},"社区支持","汇总 OpenClaw 的官方社区入口、反馈方式、提问建议和中文用户更适合的参与路径。","/docs/reference/community","社区",[651,1303,1304,1305],"github","issues","feedback",{"title":1307,"description":1308,"path":1309,"category":1240,"updatedAt":695,"sourceType":362,"tags":1310},"配置参考","OpenClaw 完整配置项参考文档，包含所有可配置选项的详细说明。","/docs/reference/configuration-reference",[401,1246,1311,1312],"settings","options",{"title":1314,"description":1315,"path":1316,"category":1240,"updatedAt":370,"sourceType":362,"tags":1317},"Control UI 设备配对与浏览器授权","基于最新官方 Control UI 与 Pairing 文档，解释为什么远程浏览器首次连接需要设备配对、设备身份如何记住，以及什么时候需要重新批准。","/docs/reference/control-ui-device-pairing",[366,733,734,369,1065],{"title":1319,"description":1320,"path":1321,"category":1240,"updatedAt":606,"sourceType":362,"tags":1322},"cron run 入队语义和 retry backoff 应该怎么理解","基于最新官方 cron CLI 与 Cron Jobs 文档，解释 openclaw cron run 为什么先返回 enqueued、何时该去看 runs，以及 recurring job 连续失败后的退避节奏。","/docs/reference/cron-run-queue-and-retry-backoff",[562,813,1323,899,1246],"scheduler",{"title":1325,"description":1326,"path":1327,"category":1240,"updatedAt":1008,"sourceType":362,"tags":1328},"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",[365,368,1329,138,367],"secretref",{"title":1331,"description":1332,"path":1333,"category":1334,"updatedAt":695,"sourceType":362,"tags":1335},"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",[1336,1337,1338,1083,802],"debugging","debug","runtime-overrides",{"title":1340,"description":1341,"path":1342,"category":1240,"updatedAt":578,"sourceType":362,"tags":1343},"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",[1252,1344,1345,1337,1246],"logging","flags",{"title":1347,"description":1348,"path":1349,"category":1240,"updatedAt":578,"sourceType":362,"tags":1350},"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",[600,1351,1352,581,1246],"dmScope","identityLinks",{"title":1354,"description":1355,"path":1356,"category":1240,"updatedAt":578,"sourceType":362,"tags":1357},"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",[1083,1084,1252,1358,1246],"migrations",{"title":1360,"description":1361,"path":1362,"category":1240,"updatedAt":578,"sourceType":362,"tags":1363},"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",[942,401,608,1364,1246],"shell",{"title":1366,"description":1367,"path":1368,"category":1240,"updatedAt":499,"sourceType":384,"tags":1369},"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",[1370,1158,651,1371,1160],"sources","trust",{"title":1373,"description":1374,"path":1375,"category":1240,"updatedAt":370,"sourceType":362,"tags":1376},"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",[387,1377,564,1014,554],"rpc",{"title":1379,"description":1380,"path":1381,"category":1240,"updatedAt":578,"sourceType":362,"tags":1382},"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",[733,734,387,553,1246],{"title":1384,"description":1385,"path":1386,"category":1240,"updatedAt":1008,"sourceType":362,"tags":1387},"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",[600,387,514,365,1246],{"title":1389,"description":1390,"path":1391,"category":1240,"updatedAt":606,"sourceType":362,"tags":1392},"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",[387,1014,1393,1394,1246],"protocol","scopes",{"title":1396,"description":1397,"path":1398,"category":1240,"updatedAt":596,"sourceType":362,"tags":1399},"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",[599,1400,581,819,752],"mention",{"title":1402,"description":1403,"path":1404,"category":1240,"updatedAt":606,"sourceType":362,"tags":1405},"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",[1058,1406,1407,1408,1246],"visibility","activeHours","alerts",{"title":1410,"description":1411,"path":1412,"category":1240,"updatedAt":596,"sourceType":362,"tags":1413},"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",[1010,1014,1414,387,1246],"sdk",{"title":1416,"description":1417,"path":1418,"category":1240,"updatedAt":596,"sourceType":362,"tags":1419},"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",[401,1420,1038,1421,1246],"include","arrays",{"title":1423,"description":1424,"path":1425,"category":1240,"updatedAt":578,"sourceType":362,"tags":1426},"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",[848,1427,699,436,1246],"invoke",{"title":1429,"description":1430,"path":1431,"category":1240,"updatedAt":606,"sourceType":362,"tags":1432},"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",[391,1433,1434,1435,1436,1246],"hybrid-search","ranking","mmr","retrieval",{"title":1438,"description":1439,"path":1440,"category":1240,"updatedAt":499,"sourceType":362,"tags":1441},"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 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文件当成一团无结构日志。","/docs/reference/session-jsonl-and-compaction-entries","2026-04-01",[600,1494,1495,965,1246],"transcript","jsonl",{"title":1497,"description":1498,"path":1499,"category":1240,"updatedAt":1492,"sourceType":362,"tags":1500},"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",[539,564,1501,1184,409],"store",{"title":1503,"description":1504,"path":1505,"category":1240,"updatedAt":606,"sourceType":362,"tags":1506},"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",[410,1199,1184,1507,1246],"ingress",{"title":1509,"description":1510,"path":1511,"category":1240,"updatedAt":370,"sourceType":362,"tags":1512},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 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权限”四层联动的信任链。","/news/openclaw-browser-trust-chain-watch-2026-03-29","https://docs.openclaw.ai/gateway/trusted-proxy-auth",[365,1219,733,458,410],{"title":1855,"description":1856,"path":1857,"category":1808,"date":499,"updatedAt":499,"sourceType":362,"source":1816,"tags":1858},"OpenClaw 渠道观察：Telegram 和 Discord 正在从聊天入口扩展成正式审批面","基于 2026 年 3 月 24 日可见的官方 Exec Approvals 文档，Telegram 与 Discord 最近最值得关注的变化不是又多了一个命令，而是它们已经开始承担受控审批入口。","/news/openclaw-channel-approval-clients-watch-2026-03-24",[626,628,699,389,1173],{"title":1860,"description":1861,"path":1862,"category":1660,"date":383,"updatedAt":383,"sourceType":651,"source":1863,"tags":1864},"OpenClaw 在中国 AI 生态中的位置：从中文教程热到本地化能力竞赛","基于 2026 年 3 月 16 日整理素材，梳理 OpenClaw 在中国 AI 生态里的关注点：本地部署、中文模型接入、数据安全与本土服务集成。","/news/openclaw-china-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-china-ai-ecosystem-analysis.md",[1540,652,1663,1616],{"title":1866,"description":1867,"path":1868,"category":1808,"date":499,"updatedAt":499,"sourceType":362,"source":1869,"tags":1870},"OpenClaw ClawHub 观察：sync、lockfile 与最小 telemetry 让技能注册表更像正式分发生态","基于 2026 年 3 月 24 日可见的官方 ClawHub 文档，最近最值得关注的变化不是“技能数量”，而是技能分发、版本记录和同步行为正在更像一套正式 registry。","/news/openclaw-clawhub-sync-watch-2026-03-24","https://docs.openclaw.ai/tools/clawhub",[634,402,643,644,1871,635],"telemetry",{"title":1873,"description":1874,"path":1875,"category":1602,"date":370,"updatedAt":370,"sourceType":362,"source":1876,"tags":1877},"OpenClaw CLI 观察：命令行已经不只是辅助工具，而是在慢慢收敛成正式控制面","基于 2026 年 3 月 21 日可见的官方 CLI Reference、Gateway protocol 与 Dashboard 文档，整理最近最值得中文站关注的 CLI 变化：status/health/logs 分层、gateway RPC 边界，以及 Dashboard 和 CLI 之间更清晰的协作关系。","/news/openclaw-cli-control-plane-watch-2026-03-21","https://docs.openclaw.ai/cli",[564,387,1377,554,409],{"title":1879,"description":1880,"path":1881,"category":1808,"date":578,"updatedAt":578,"sourceType":362,"source":1882,"tags":1883},"OpenClaw 的配置分层边界越来越清楚","官方最近围绕 Environment Variables、Configuration、Logging 和 Debugging 的文档更新，正在把正式配置、env 注入和一次性 override 拆成更清楚的层。","/news/openclaw-configuration-layering-watch-2026-03-22","https://docs.openclaw.ai/help/environment",[401,942,580,1884,409],"overrides",{"title":1886,"description":1887,"path":1888,"category":1602,"date":370,"updatedAt":370,"sourceType":362,"source":1796,"tags":1889},"OpenClaw 上下文观察：Compaction、Session 连续性与 persona 保真正在成为官方显式关注点","基于 2026 年 3 月 21 日可见的官方 Context 文档与 GitHub Releases 页面，整理最近最值得中文站关注的上下文变化：compaction 后 token 检查、session continuity、persona/language 保真，以及它们对长期使用的意义。","/news/openclaw-context-compaction-watch-2026-03-21",[964,965,539,391,1890],"continuity",{"title":1892,"description":1893,"path":1894,"category":1602,"date":370,"updatedAt":370,"sourceType":362,"source":1895,"tags":1896},"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",[366,365,1044,733,458],{"title":1898,"description":1899,"path":1900,"category":1808,"date":1008,"updatedAt":1008,"sourceType":362,"source":360,"tags":1901},"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",[365,538,1329,367,366],{"title":1903,"description":1904,"path":1905,"category":1808,"date":499,"updatedAt":499,"sourceType":362,"source":360,"tags":1906},"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",[365,514,368,1329,581,1907],"web",{"title":1909,"description":1910,"path":1911,"category":1602,"date":383,"updatedAt":383,"sourceType":651,"source":1912,"tags":1913},"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",[398,402,652,1540],{"title":1915,"description":1916,"path":1917,"category":1808,"date":596,"updatedAt":596,"sourceType":362,"source":1918,"tags":1919},"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",[734,733,368,1077,1920],"rotate",{"title":1922,"description":1923,"path":1924,"category":1808,"date":578,"updatedAt":578,"sourceType":362,"source":1925,"tags":1926},"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",[1083,1252,1084,1336,409],{"title":1928,"description":1929,"path":1930,"category":1808,"date":596,"updatedAt":596,"sourceType":362,"source":1925,"tags":1931},"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",[1083,1084,939,1161,1252],{"title":1933,"description":1934,"path":1935,"category":1936,"date":383,"updatedAt":383,"sourceType":651,"source":1937,"tags":1938},"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",[1939,1940,1941,1942],"education","adoption","ai-tutor","higher-education",{"title":1944,"description":1945,"path":1946,"category":1936,"date":383,"updatedAt":383,"sourceType":651,"source":1947,"tags":1948},"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",[408,1542,436,1540],{"title":1950,"description":1951,"path":1952,"category":1602,"date":370,"updatedAt":370,"sourceType":362,"source":1953,"tags":1954},"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",[402,634,491,493,653],{"title":1956,"description":1957,"path":1958,"category":1808,"date":559,"updatedAt":559,"sourceType":362,"source":1959,"tags":1960},"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",[711,712,713,714,389,715],{"title":1962,"description":1963,"path":1964,"category":1808,"date":596,"updatedAt":596,"sourceType":362,"source":1965,"tags":1966},"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",[387,733,1967,368,553],"pending",{"title":1969,"description":1970,"path":1971,"category":1808,"date":1008,"updatedAt":1008,"sourceType":362,"source":1972,"tags":1973},"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",[387,600,514,365,1974],"state",{"title":1976,"description":1977,"path":1978,"category":1808,"date":596,"updatedAt":596,"sourceType":362,"source":1979,"tags":1980},"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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名称差异。","/news/openclaw-release-watch-2026-03-21",[1158,1159,1161,1160],{"title":2119,"description":2120,"path":2121,"category":1808,"date":578,"updatedAt":578,"sourceType":362,"source":360,"tags":2122},"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",[365,733,553,458,1065],{"title":2124,"description":2125,"path":2126,"category":1808,"date":596,"updatedAt":596,"sourceType":362,"source":2127,"tags":2128},"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",[581,580,2129,389,582],"threads",{"title":2131,"description":2132,"path":2133,"category":1808,"date":559,"updatedAt":559,"sourceType":362,"source":2134,"tags":2135},"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",[907,794,908,484,390],{"title":2137,"description":2138,"path":2139,"category":1808,"date":596,"updatedAt":596,"sourceType":362,"source":2140,"tags":2141},"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",[1482,2142,2143,1481,409],"snapshot","rotation",{"title":2145,"description":2146,"path":2147,"category":1808,"date":596,"updatedAt":596,"sourceType":362,"source":2007,"tags":2148},"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 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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",[410,2162,765,408],"compliance",{"title":2164,"description":2165,"path":2166,"category":1808,"date":578,"updatedAt":578,"sourceType":362,"source":2140,"tags":2167},"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",[410,1481,699,2168,409],"proxy",{"title":2170,"description":2171,"path":2172,"category":1808,"date":1492,"updatedAt":1492,"sourceType":362,"source":2173,"tags":2174},"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 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的安全责任转移。","/news/openclaw-trusted-proxy-risk-watch-2026-03-24",[1219,410,458,387,367],{"title":2211,"description":2212,"path":2213,"category":1808,"date":1008,"updatedAt":1008,"sourceType":362,"source":1972,"tags":2214},"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",[387,514,1010,1336,600],{"title":2216,"description":2217,"path":2218,"category":1808,"date":499,"updatedAt":499,"sourceType":362,"source":2219,"tags":2220},"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",[1568,1161,841,387,1974],{"title":2222,"description":2223,"path":2224,"category":1808,"date":499,"updatedAt":499,"sourceType":362,"source":2225,"tags":2226},"OpenClaw 更新观察：stable、beta、dev 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