[{"data":1,"prerenderedAt":2985},["ShallowReactive",2],{"docs:operations/device-pairing-token-lifecycle":3,"content-manifest":478},{"id":4,"title":5,"body":6,"category":460,"date":461,"description":462,"extension":463,"meta":464,"navigation":465,"path":466,"seo":467,"source":468,"sourceName":469,"sourceType":470,"stem":471,"tags":472,"updatedAt":476,"__hash__":477},"docs/docs/operations/device-pairing-token-lifecycle.md","设备 pairing、fresh token 和 revoke 应该怎么做日常运维",{"type":7,"value":8,"toc":439},"minimark",[9,13,22,29,32,36,39,173,176,187,194,201,204,215,218,229,232,237,240,245,248,256,259,269,272,277,280,285,288,299,303,305,316,320,323,326,331,334,337,340,352,355,360,363,366,370,373,377,380,384,387,390,393,411,414,435],[10,11,5],"h1",{"id":12},"设备-pairingfresh-token-和-revoke-应该怎么做日常运维",[14,15,16,17,21],"p",{},"OpenClaw 的设备 pairing 现在已经不只是“第一次连上时点一下 approve”。官方最近把 ",[18,19,20],"code",{},"devices"," 这条 CLI 补得更完整之后，更值得把它理解成：",[23,24,25],"ul",{},[26,27,28],"li",{},"设备身份和 token 的生命周期管理面",[14,30,31],{},"这对长期运行环境尤其重要，因为浏览器、手机、桌面客户端和 node 都会留下持续存在的设备授权状态。",[33,34,35],"h2",{"id":35},"先记住最常用的命令面",[14,37,38],{},"根据当前官方文档，更常见的动作已经包括：",[40,41,46],"pre",{"className":42,"code":43,"language":44,"meta":45,"style":45},"language-bash shiki shiki-themes github-light github-dark","openclaw devices list\nopenclaw devices approve \u003CrequestId>\nopenclaw devices reject \u003CrequestId>\nopenclaw devices revoke --device \u003Cid> --role \u003Crole>\nopenclaw devices rotate --device \u003Cid> --role \u003Crole>\n","bash","",[18,47,48,64,88,106,143],{"__ignoreMap":45},[49,50,53,57,61],"span",{"class":51,"line":52},"line",1,[49,54,56],{"class":55},"sScJk","openclaw",[49,58,60],{"class":59},"sZZnC"," devices",[49,62,63],{"class":59}," list\n",[49,65,67,69,71,74,78,81,85],{"class":51,"line":66},2,[49,68,56],{"class":55},[49,70,60],{"class":59},[49,72,73],{"class":59}," approve",[49,75,77],{"class":76},"szBVR"," \u003C",[49,79,80],{"class":59},"requestI",[49,82,84],{"class":83},"sVt8B","d",[49,86,87],{"class":76},">\n",[49,89,91,93,95,98,100,102,104],{"class":51,"line":90},3,[49,92,56],{"class":55},[49,94,60],{"class":59},[49,96,97],{"class":59}," reject",[49,99,77],{"class":76},[49,101,80],{"class":59},[49,103,84],{"class":83},[49,105,87],{"class":76},[49,107,109,111,113,116,120,122,125,127,130,133,135,138,141],{"class":51,"line":108},4,[49,110,56],{"class":55},[49,112,60],{"class":59},[49,114,115],{"class":59}," revoke",[49,117,119],{"class":118},"sj4cs"," --device",[49,121,77],{"class":76},[49,123,124],{"class":59},"i",[49,126,84],{"class":83},[49,128,129],{"class":76},">",[49,131,132],{"class":118}," --role",[49,134,77],{"class":76},[49,136,137],{"class":59},"rol",[49,139,140],{"class":83},"e",[49,142,87],{"class":76},[49,144,146,148,150,153,155,157,159,161,163,165,167,169,171],{"class":51,"line":145},5,[49,147,56],{"class":55},[49,149,60],{"class":59},[49,151,152],{"class":59}," rotate",[49,154,119],{"class":118},[49,156,77],{"class":76},[49,158,124],{"class":59},[49,160,84],{"class":83},[49,162,129],{"class":76},[49,164,132],{"class":118},[49,166,77],{"class":76},[49,168,137],{"class":59},[49,170,140],{"class":83},[49,172,87],{"class":76},[14,174,175],{},"从这个接口就能看出来，设备授权已经覆盖：",[23,177,178,181,184],{},[26,179,180],{},"新设备接入",[26,182,183],{},"已批准设备移除",[26,185,186],{},"设备 token 轮换",[33,188,190,193],{"id":189},"list-不只是看-pending",[18,191,192],{},"list"," 不只是“看 pending”",[14,195,196,197,200],{},"当前 ",[18,198,199],{},"devices list"," 的价值，不只是找待批准请求。",[14,202,203],{},"它更适合同时回答：",[23,205,206,209,212],{},[26,207,208],{},"当前有哪些 pending",[26,210,211],{},"哪些设备已经 paired",[26,213,214],{},"角色分布是否符合预期",[14,216,217],{},"这使它更像设备授权总览，而不是一次性审批命令的附属视图。",[33,219,221,224,225,228],{"id":220},"approve-和-reject-在治理上分别意味着什么",[18,222,223],{},"approve"," 和 ",[18,226,227],{},"reject"," 在治理上分别意味着什么",[14,230,231],{},"它们批准或拒绝的是：",[23,233,234],{},[26,235,236],{},"某个具体设备实例",[14,238,239],{},"不是：",[23,241,242],{},[26,243,244],{},"某个人永久通过",[14,246,247],{},"所以更准确的理解是：",[23,249,250,253],{},[26,251,252],{},"approve：把这台设备纳入当前 gateway 的已授权设备集合",[26,254,255],{},"reject：明确拒绝当前这次配对请求",[14,257,258],{},"一旦你把它理解成“设备实例级授权”，很多浏览器 profile、换机和重装后的行为就更好解释了。",[33,260,262,224,265,268],{"id":261},"revoke-和-rotate-为什么要单独看",[18,263,264],{},"revoke",[18,266,267],{},"rotate"," 为什么要单独看",[14,270,271],{},"这两条命令体现的是官方越来越明确的一个趋势：",[23,273,274],{},[26,275,276],{},"设备 pairing 不是静态授权",[14,278,279],{},"更适合这样理解：",[281,282,283],"h3",{"id":264},[18,284,264],{},[14,286,287],{},"适合：",[23,289,290,293,296],{},[26,291,292],{},"某台旧设备不再可信",[26,294,295],{},"某个浏览器 profile 不再使用",[26,297,298],{},"你怀疑本地状态被复制或借用过",[281,300,301],{"id":267},[18,302,267],{},[14,304,287],{},[23,306,307,310,313],{},[26,308,309],{},"设备仍然可信，但希望更换凭据",[26,311,312],{},"周期性安全维护",[26,314,315],{},"某次 token 外泄后继续保留设备身份",[33,317,319],{"id":318},"fresh-token-在哪种场景里成立","fresh token 在哪种场景里成立",[14,321,322],{},"官方当前文档已经把 fresh token 这一层写得更明确了。",[14,324,325],{},"更值得记住的是：",[23,327,328],{},[26,329,330],{},"批准、重 pair 或 rotate 后，设备凭据并不应该被当成永久不变的静态值",[14,332,333],{},"这也是为什么设备 pairing 更像“身份 + token”双层状态，而不是单纯一条是否通过的布尔值。",[33,335,336],{"id":336},"设备状态文件为什么也要当敏感数据看",[14,338,339],{},"站内已有文档提到，设备 pairing 状态落在：",[23,341,342,347],{},[26,343,344],{},[18,345,346],{},"~/.openclaw/devices/pending.json",[26,348,349],{},[18,350,351],{},"~/.openclaw/devices/paired.json",[14,353,354],{},"这些文件不该被当成普通缓存，因为它们本质上记录的是：",[23,356,357],{},[26,358,359],{},"哪些设备当前被视为可信成员",[14,361,362],{},"在共享宿主、多人运维和备份迁移场景里，这层尤其要小心。",[33,364,365],{"id":365},"中文环境里最容易踩的坑",[281,367,369],{"id":368},"_1-批准一次后就再也不看设备面","1. 批准一次后就再也不看设备面",[14,371,372],{},"长期运行里，设备集合会持续变化。",[281,374,376],{"id":375},"_2-只知道-approve不知道-revoke-rotate","2. 只知道 approve，不知道 revoke / rotate",[14,378,379],{},"这会让授权面越来越老化，却没有清理动作。",[281,381,383],{"id":382},"_3-把设备-pairing-当成用户登录","3. 把设备 pairing 当成“用户登录”",[14,385,386],{},"它更接近设备身份授权，而不是单次会话登录。",[33,388,389],{"id":389},"一条更稳的运维顺序",[14,391,392],{},"建议按这个顺序做：",[394,395,396,402,405,408],"ol",{},[26,397,398,399,401],{},"定期 ",[18,400,199],{}," 盘点已授权设备",[26,403,404],{},"新设备接入时显式 approve / reject",[26,406,407],{},"不再使用的设备及时 revoke",[26,409,410],{},"高价值设备按周期 rotate",[33,412,413],{"id":413},"下一步推荐",[23,415,416,423,429],{},[26,417,418],{},[419,420,422],"a",{"href":421},"/docs/reference/control-ui-device-pairing","Control UI 设备配对与浏览器授权",[26,424,425],{},[419,426,428],{"href":427},"/docs/reference/gateway-owned-pairing-vs-device-pairing","Gateway-owned pairing 和 device pairing 有什么区别",[26,430,431],{},[419,432,434],{"href":433},"/docs/operations/network-and-pairing","网络模型、发现与配对",[436,437,438],"style",{},"html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html 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UI。","/docs/getting-started/getting-started","2026-03-11",[523,549,550,551],"installation","onboarding","dashboard",{"title":553,"description":554,"path":555,"category":488,"updatedAt":547,"sourceType":470,"tags":556},"Onboarding 引导流程说明","基于官方 Onboarding 思路，说明第一次配置 OpenClaw 时应该先做什么、后做什么，以及哪些事情不要过早展开。","/docs/getting-started/onboarding-guide",[550,557,558,493],"daemon","setup",{"title":560,"description":561,"path":562,"category":488,"updatedAt":563,"sourceType":470,"tags":564},"Onboarding 的本地模式和远程模式怎么选","基于最新官方 Onboarding Wizard 文档，整理 openclaw onboard 在 local 与 remote 两种模式下分别会做什么、不会做什么，以及第一次使用更适合走哪条路。","/docs/getting-started/onboarding-local-vs-remote","2026-03-21",[550,565,566,493,567],"remote","local","wizard",{"title":569,"description":570,"path":571,"category":488,"updatedAt":502,"sourceType":490,"tags":572},"如果你是个人用户，应该先走哪条入口","面向个人重度使用者，帮助判断应该先从 Dashboard、WebChat、渠道、模型还是 Skills 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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",[940,1276,1313,1314],"commands","terminal",{"title":1316,"description":1317,"path":1318,"category":1270,"updatedAt":684,"sourceType":470,"tags":1319},"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",[1320,1321,759,769,1276],"cloudflare-ai-gateway","headers",{"title":1323,"description":1324,"path":1325,"category":1326,"updatedAt":606,"sourceType":730,"tags":1327},"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",[730,1328,1329,1330],"github","issues","feedback",{"title":1332,"description":1333,"path":1334,"category":1270,"updatedAt":521,"sourceType":470,"tags":1335},"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",[507,1276,1336,1337],"settings","options",{"title":422,"description":1339,"path":421,"category":1270,"updatedAt":563,"sourceType":470,"tags":1340},"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。",[739,473,20,760,1099],{"title":1342,"description":1343,"path":1344,"category":1270,"updatedAt":684,"sourceType":470,"tags":1345},"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",[1084,887,1346,1347,1276],"scheduler","queue",{"title":1349,"description":1350,"path":1351,"category":1270,"updatedAt":1038,"sourceType":470,"tags":1352},"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",[551,474,1353,1354,759],"secretref","sessionStorage",{"title":1356,"description":1357,"path":1358,"category":1359,"updatedAt":521,"sourceType":470,"tags":1360},"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",[1361,1362,1363,1114,876],"debugging","debug","runtime-overrides",{"title":1365,"description":1366,"path":1367,"category":1270,"updatedAt":657,"sourceType":470,"tags":1368},"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",[1282,1369,1370,1362,1276],"logging","flags",{"title":1372,"description":1373,"path":1374,"category":1270,"updatedAt":657,"sourceType":470,"tags":1375},"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",[678,1376,1377,660,1276],"dmScope","identityLinks",{"title":1379,"description":1380,"path":1381,"category":1270,"updatedAt":657,"sourceType":470,"tags":1382},"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",[1114,1115,1282,1383,1276],"migrations",{"title":1385,"description":1386,"path":1387,"category":1270,"updatedAt":657,"sourceType":470,"tags":1388},"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",[981,507,686,1389,1276],"shell",{"title":1391,"description":1392,"path":1393,"category":1270,"updatedAt":606,"sourceType":490,"tags":1394},"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",[1395,1188,730,1396,1190],"sources","trust",{"title":1398,"description":1399,"path":1400,"category":1270,"updatedAt":563,"sourceType":470,"tags":1401},"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",[493,1402,940,1046,652],"rpc",{"title":428,"description":1404,"path":427,"category":1270,"updatedAt":657,"sourceType":470,"tags":1405},"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。",[473,20,493,651,1276],{"title":1407,"description":1408,"path":1409,"category":1270,"updatedAt":1038,"sourceType":470,"tags":1410},"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",[678,493,621,551,1276],{"title":1412,"description":1413,"path":1414,"category":1270,"updatedAt":684,"sourceType":470,"tags":1415},"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",[493,1046,1416,1417,1276],"protocol","scopes",{"title":1419,"description":1420,"path":1421,"category":1270,"updatedAt":476,"sourceType":470,"tags":1422},"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",[677,1423,660,893,826],"mention",{"title":1425,"description":1426,"path":1427,"category":1270,"updatedAt":684,"sourceType":470,"tags":1428},"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",[1092,1429,1430,1431,1276],"visibility","activeHours","alerts",{"title":1433,"description":1434,"path":1435,"category":1270,"updatedAt":476,"sourceType":470,"tags":1436},"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",[1040,1046,1437,493,1276],"sdk",{"title":1439,"description":1440,"path":1441,"category":1270,"updatedAt":476,"sourceType":470,"tags":1442},"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 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history、何时会被彻底丢弃。","/docs/reference/reply-mention-and-pending-history",[677,1496,1497,1498,1276],"mentions","pending-history","reply",{"title":1500,"description":1501,"path":1502,"category":1270,"updatedAt":657,"sourceType":470,"tags":1503},"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",[1504,1505,1506,769,1276],"secrets","secretrefs","runtime",{"title":1508,"description":1509,"path":1510,"category":1270,"updatedAt":476,"sourceType":470,"tags":1511},"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",[678,515,1376,473,893],{"title":1513,"description":1514,"path":1515,"category":1270,"updatedAt":1516,"sourceType":470,"tags":1517},"session JSONL、compaction entry 和 branch summary 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信号，以及这些提醒真正想让你检查什么。","/docs/reference/shared-user-ingress-signals",[515,1229,1214,1531,1276],"ingress",{"title":1533,"description":1534,"path":1535,"category":1270,"updatedAt":563,"sourceType":470,"tags":1536},"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",[940,1123,1537,876,1538],"health","troubleshooting",{"title":1540,"description":1541,"path":1542,"category":1270,"updatedAt":1516,"sourceType":470,"tags":1543},"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",[1518,1544,769,1545,1276],"hygiene","tool-calls",{"title":1547,"description":1548,"path":1549,"category":1359,"updatedAt":547,"sourceType":470,"tags":1550},"故障排除与诊断思路","把 OpenClaw 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registry。","/news/openclaw-clawhub-sync-watch-2026-03-24","https://docs.openclaw.ai/tools/clawhub",[713,508,722,723,1888,714],"telemetry",{"title":1890,"description":1891,"path":1892,"category":1629,"date":563,"updatedAt":563,"sourceType":470,"source":1893,"tags":1894},"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",[940,493,1402,652,475],{"title":1896,"description":1897,"path":1898,"category":1836,"date":657,"updatedAt":657,"sourceType":470,"source":1899,"tags":1900},"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",[507,981,659,1901,475],"overrides",{"title":1903,"description":1904,"path":1905,"category":1629,"date":563,"updatedAt":563,"sourceType":470,"source":1830,"tags":1906},"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",[994,995,797,497,1907],"continuity",{"title":1909,"description":1910,"path":1911,"category":1629,"date":563,"updatedAt":563,"sourceType":470,"source":1912,"tags":1913},"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",[739,551,1077,473,565],{"title":1915,"description":1916,"path":1917,"category":1836,"date":1038,"updatedAt":1038,"sourceType":470,"source":1850,"tags":1918},"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",[551,1919,1353,759,739],"bootstrap",{"title":1921,"description":1922,"path":1923,"category":1836,"date":606,"updatedAt":606,"sourceType":470,"source":1850,"tags":1924},"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",[551,621,474,1353,660,1925],"web",{"title":1927,"description":1928,"path":1929,"category":1629,"date":489,"updatedAt":489,"sourceType":730,"source":1930,"tags":1931},"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",[504,508,731,1564],{"title":1933,"description":1934,"path":1935,"category":1836,"date":476,"updatedAt":476,"sourceType":470,"source":468,"tags":1936},"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",[20,473,474,264,267],{"title":1938,"description":1939,"path":1940,"category":1836,"date":657,"updatedAt":657,"sourceType":470,"source":1941,"tags":1942},"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",[1114,1282,1115,1361,475],{"title":1944,"description":1945,"path":1946,"category":1836,"date":476,"updatedAt":476,"sourceType":470,"source":1941,"tags":1947},"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",[1114,1115,978,1191,1282],{"title":1949,"description":1950,"path":1951,"category":1952,"date":489,"updatedAt":489,"sourceType":730,"source":1953,"tags":1954},"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",[1955,1956,1957,1958],"education","adoption","ai-tutor","higher-education",{"title":1960,"description":1961,"path":1962,"category":1952,"date":489,"updatedAt":489,"sourceType":730,"source":1963,"tags":1964},"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",[514,1566,541,1564],{"title":1966,"description":1967,"path":1968,"category":1629,"date":563,"updatedAt":563,"sourceType":470,"source":1969,"tags":1970},"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",[508,713,598,600,732],{"title":1972,"description":1973,"path":1974,"category":1836,"date":476,"updatedAt":476,"sourceType":470,"source":1975,"tags":1976},"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",[493,473,1977,474,651],"pending",{"title":1979,"description":1980,"path":1981,"category":1836,"date":1038,"updatedAt":1038,"sourceType":470,"source":1982,"tags":1983},"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",[493,678,621,551,1984],"state",{"title":1986,"description":1987,"path":1988,"category":1836,"date":476,"updatedAt":476,"sourceType":470,"source":1989,"tags":1990},"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",[677,1423,893,826,660],{"title":1992,"description":1993,"path":1994,"category":1836,"date":684,"updatedAt":684,"sourceType":470,"source":1989,"tags":1995},"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",[677,1496,1996,676,919],"activation",{"title":1998,"description":1999,"path":2000,"category":1836,"date":476,"updatedAt":476,"sourceType":470,"source":2001,"tags":2002},"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",[507,1443,1069,1444,475],{"title":2004,"description":2005,"path":2006,"category":1629,"date":563,"updatedAt":563,"sourceType":470,"source":2007,"tags":2008},"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",[2009,1566,2010,2011,2012],"showcase","home-assistant","nix","infrastructure",{"title":2014,"description":2015,"path":2016,"category":1836,"date":657,"updatedAt":657,"sourceType":470,"source":2017,"tags":2018},"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",[797,497,995,1907,919],{"title":2020,"description":2021,"path":2022,"category":1836,"date":657,"updatedAt":657,"sourceType":470,"source":2023,"tags":2024},"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",[1191,1084,797,1085,475],{"title":2026,"description":2027,"path":2028,"category":1656,"date":1630,"updatedAt":547,"sourceType":1328,"source":1658,"tags":2029},"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",[1188,1261,1189,508,515],{"title":2031,"description":2032,"path":2033,"category":1836,"date":606,"updatedAt":606,"sourceType":470,"source":2034,"tags":2035},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 正在把索引层做成可切换能力","基于 2026 年 3 月 24 日可见的官方 Memory、CLI memory 与 Plugins 文档，最近最值得关注的变化之一是记忆体系的文件事实层和插件增强层正在被官方主动拆清。","/news/openclaw-memory-plugin-slot-watch-2026-03-24","https://docs.openclaw.ai/concepts/memory",[497,598,861,853,868],{"title":2037,"description":2038,"path":2039,"category":1836,"date":684,"updatedAt":684,"sourceType":470,"source":2034,"tags":2040},"OpenClaw 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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",[1423,677,705,707,775],{"title":2055,"description":2056,"path":2057,"category":1836,"date":657,"updatedAt":657,"sourceType":470,"source":2058,"tags":2059},"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",[826,621,660,830,495],{"title":2061,"description":2062,"path":2063,"category":1836,"date":606,"updatedAt":606,"sourceType":470,"source":1893,"tags":2064},"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",[614,1465,769,759,1152],{"title":2066,"description":2067,"path":2068,"category":1836,"date":476,"updatedAt":476,"sourceType":470,"source":2069,"tags":2070},"OpenClaw 节点观察：headless 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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",[1203,760,739,473,565],{"title":2084,"description":2085,"path":2086,"category":1836,"date":684,"updatedAt":684,"sourceType":470,"source":2087,"tags":2088},"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",[551,621,1046,1203,652],{"title":2090,"description":2091,"path":2092,"category":1836,"date":476,"updatedAt":476,"sourceType":470,"source":468,"tags":2093},"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 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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",[769,614,651,759,919],{"title":2119,"description":2120,"path":2121,"category":1836,"date":684,"updatedAt":684,"sourceType":470,"source":2122,"tags":2123},"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",[769,1275,614,493,475],{"title":2125,"description":2126,"path":2127,"category":1629,"date":563,"updatedAt":563,"sourceType":470,"source":1830,"tags":2128},"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",[1188,1189,1191,1190],{"title":2130,"description":2131,"path":2132,"category":1836,"date":657,"updatedAt":657,"sourceType":470,"source":1850,"tags":2133},"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",[551,473,651,565,1099],{"title":2135,"description":2136,"path":2137,"category":1836,"date":476,"updatedAt":476,"sourceType":470,"source":2138,"tags":2139},"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",[660,659,2140,495,661],"threads",{"title":2142,"description":2143,"path":2144,"category":1836,"date":476,"updatedAt":476,"sourceType":470,"source":2145,"tags":2146},"OpenClaw Secret 观察：active snapshot 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在评审、个人数据库和购物自动化上的真实落地方式。","/news/openclaw-showcase-watch-2026-03-21",[2009,730,705,508,542],{"title":2199,"description":2200,"path":2201,"category":1836,"date":684,"updatedAt":684,"sourceType":470,"source":2190,"tags":2202},"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",[1229,1377,676,660,515],{"title":2204,"description":2205,"path":2206,"category":1836,"date":1516,"updatedAt":1516,"sourceType":470,"source":2207,"tags":2208},"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",[1518,769,1544,1545,2209],"compatibility",{"title":2211,"description":2212,"path":2213,"category":1836,"date":606,"updatedAt":606,"sourceType":470,"source":1869,"tags":2214},"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",[1249,515,565,493,759],{"title":2216,"description":2217,"path":2218,"category":1836,"date":1038,"updatedAt":1038,"sourceType":470,"source":1982,"tags":2219},"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",[493,621,1040,1361,678],{"title":2221,"description":2222,"path":2223,"category":1836,"date":606,"updatedAt":606,"sourceType":470,"source":2224,"tags":2225},"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",[1593,1191,1294,493,1984],{"title":2227,"description":2228,"path":2229,"category":1836,"date":606,"updatedAt":606,"sourceType":470,"source":2230,"tags":2231},"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",[1261,1262,1263,1264,1265],{"title":2233,"description":2234,"path":2235,"category":1629,"date":563,"updatedAt":563,"sourceType":470,"source":2007,"tags":2236},"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",[2009,753,2237,2238,767],"phone","tts",{"title":2240,"description":2241,"path":2242,"category":1836,"date":476,"updatedAt":476,"sourceType":470,"source":2243,"tags":2244},"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",[753,1026,1027,651,20],{"title":2246,"description":2247,"path":2248,"category":1629,"date":563,"updatedAt":563,"sourceType":470,"source":1850,"tags":2249},"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",[551,621,1046,739,1925],{"title":2251,"description":2252,"path":2253,"category":1836,"date":1038,"updatedAt":1038,"sourceType":470,"source":2254,"tags":2255},"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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