[{"data":1,"prerenderedAt":3119},["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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Agent","从零开始创建你的第一个 OpenClaw Agent，理解 Agent 的基本概念和配置方式。","/docs/getting-started/first-agent","2026-05-26",[494,523,524,525],"quickstart","tutorial","basics",{"title":527,"description":528,"path":529,"category":488,"updatedAt":521,"sourceType":470,"tags":530},"接入第一个渠道","学习如何将 OpenClaw Agent 接入消息渠道，实现多平台统一管理。","/docs/getting-started/first-channel",[495,523,524,525],{"title":532,"description":533,"path":534,"category":488,"updatedAt":521,"sourceType":470,"tags":535},"添加第一个技能","学习如何为 OpenClaw Agent 添加和配置技能，让助手具备更多能力。","/docs/getting-started/first-skill",[508,523,524,525],{"title":537,"description":538,"path":539,"category":488,"updatedAt":521,"sourceType":470,"tags":540},"创建第一个工作流","学习如何使用 OpenClaw 的工作流功能，实现自动化任务处理。","/docs/getting-started/first-workflow",[541,542,523,524],"workflow","automation",{"title":544,"description":545,"path":546,"category":488,"updatedAt":521,"sourceType":470,"tags":547},"快速入门","按官方推荐链路，在本机完成 OpenClaw 的安装、初始化、状态检查和第一次进入 Control UI。","/docs/getting-started/getting-started",[523,548,549,550],"installation","onboarding","dashboard",{"title":552,"description":553,"path":554,"category":488,"updatedAt":555,"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","2026-03-11",[549,557,558,493],"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",[549,565,566,493,567],"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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之间各自适合什么场景。","/docs/operations/trusted-proxy-vs-tailscale-serve",[1328,1158,1329,682,493,515],{"title":1336,"description":1337,"path":1338,"category":460,"updatedAt":606,"sourceType":470,"tags":1339},"stable、beta、dev 更新通道该怎么选","基于最新官方 update CLI 与 Updating 文档，解释 OpenClaw 的 stable、beta、dev 三条更新轨道、auto-updater 行为和更适合的长期 rollout 顺序。","/docs/operations/update-channels-and-safe-rollout",[1340,495,1341,1342,1343,1344],"update","stable","beta","dev","rollout",{"title":1346,"description":1347,"path":1348,"category":1349,"updatedAt":714,"sourceType":470,"tags":1350},"Anthropic context1m 的 429 和 fallback 应该怎么处理","基于最新官方 Gateway Troubleshooting 与 Model Failover 文档，解释 Anthropic 长上下文 429 为什么常只在长 session 里出现、什么时候该关掉 context1m，以及怎样用 fallback 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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",[682,952,1354,646,1355],{"title":1374,"description":1375,"path":1376,"category":1349,"updatedAt":714,"sourceType":470,"tags":1377},"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",[473,1378,734,20,1355],"bootstrapToken",{"title":1380,"description":1381,"path":1382,"category":1355,"updatedAt":641,"sourceType":470,"tags":1383},"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",[1384,645,691,654,1244,644],"templates",{"title":1386,"description":1387,"path":1388,"category":1349,"updatedAt":476,"sourceType":470,"tags":1389},"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",[473,1390,495,1391,1179],"allowFrom","account",{"title":1393,"description":1394,"path":1395,"category":1349,"updatedAt":808,"sourceType":470,"tags":1396},"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",[672,1355,1397,1398],"commands","terminal",{"title":1400,"description":1401,"path":1402,"category":1349,"updatedAt":714,"sourceType":470,"tags":1403},"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",[1404,1405,682,680,1355],"cloudflare-ai-gateway","headers",{"title":1407,"description":1408,"path":1409,"category":1410,"updatedAt":606,"sourceType":759,"tags":1411},"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",[759,1412,1413,1414],"github","issues","feedback",{"title":1416,"description":1417,"path":1418,"category":1349,"updatedAt":808,"sourceType":470,"tags":1419},"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",[507,1355,1420,1421],"settings","options",{"title":422,"description":1423,"path":421,"category":1349,"updatedAt":563,"sourceType":470,"tags":1424},"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。",[768,473,20,788,1179],{"title":1426,"description":1427,"path":1428,"category":1349,"updatedAt":714,"sourceType":470,"tags":1429},"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",[670,924,1430,1010,1355],"scheduler",{"title":1432,"description":1433,"path":1434,"category":1349,"updatedAt":1119,"sourceType":470,"tags":1435},"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",[550,474,1436,1437,682],"secretref","sessionStorage",{"title":1439,"description":1440,"path":1441,"category":1442,"updatedAt":808,"sourceType":470,"tags":1443},"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",[1444,1445,1446,1194,913],"debugging","debug","runtime-overrides",{"title":1448,"description":1449,"path":1450,"category":1349,"updatedAt":687,"sourceType":470,"tags":1451},"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",[1361,1452,1453,1445,1355],"logging","flags",{"title":1455,"description":1456,"path":1457,"category":1349,"updatedAt":687,"sourceType":470,"tags":1458},"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",[708,1459,1460,690,1355],"dmScope","identityLinks",{"title":1462,"description":1463,"path":1464,"category":1349,"updatedAt":687,"sourceType":470,"tags":1465},"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",[1194,1195,1361,1466,1355],"migrations",{"title":1468,"description":1469,"path":1470,"category":1349,"updatedAt":687,"sourceType":470,"tags":1471},"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",[1053,507,716,1472,1355],"shell",{"title":1474,"description":1475,"path":1476,"category":1349,"updatedAt":606,"sourceType":490,"tags":1477},"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",[1478,1267,759,1479,1269],"sources","trust",{"title":1481,"description":1482,"path":1483,"category":1349,"updatedAt":563,"sourceType":470,"tags":1484},"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 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为什么不是故障。","/docs/reference/heartbeat-ack-and-visibility-controls",[1172,1512,1513,1514,1355],"visibility","activeHours","alerts",{"title":1516,"description":1517,"path":1518,"category":1349,"updatedAt":476,"sourceType":470,"tags":1519},"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",[1121,1127,1520,493,1355],"sdk",{"title":1522,"description":1523,"path":1524,"category":1349,"updatedAt":476,"sourceType":470,"tags":1525},"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",[507,1526,1150,1527,1355],"include","arrays",{"title":1529,"description":1530,"path":1531,"category":1349,"updatedAt":687,"sourceType":470,"tags":1532},"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",[959,1533,812,541,1355],"invoke",{"title":1535,"description":1536,"path":1537,"category":1349,"updatedAt":714,"sourceType":470,"tags":1538},"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",[497,1539,1540,1541,1542,1355],"hybrid-search","ranking","mmr","retrieval",{"title":1544,"description":1545,"path":1546,"category":1349,"updatedAt":606,"sourceType":470,"tags":1547},"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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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",[550,1328,473,565,515],{"title":1962,"description":1963,"path":1964,"category":1914,"date":606,"updatedAt":606,"sourceType":470,"source":1922,"tags":1965},"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",[734,736,812,495,1282],{"title":1967,"description":1968,"path":1969,"category":1766,"date":489,"updatedAt":489,"sourceType":759,"source":1970,"tags":1971},"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 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之间更清晰的协作关系。","/news/openclaw-cli-control-plane-watch-2026-03-21","https://docs.openclaw.ai/cli",[672,493,1485,662,475],{"title":1986,"description":1987,"path":1988,"category":1914,"date":687,"updatedAt":687,"sourceType":470,"source":1989,"tags":1990},"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",[507,1053,689,1991,475],"overrides",{"title":1993,"description":1994,"path":1995,"category":1708,"date":563,"updatedAt":563,"sourceType":470,"source":1902,"tags":1996},"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 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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",[504,508,760,1646],{"title":2022,"description":2023,"path":2024,"category":1914,"date":476,"updatedAt":476,"sourceType":470,"source":468,"tags":2025},"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":2027,"description":2028,"path":2029,"category":1914,"date":687,"updatedAt":687,"sourceType":470,"source":2030,"tags":2031},"OpenClaw 的诊断与修复工作流正在成型","官方最近围绕 Doctor、Diagnostics Flags、Debugging 和 sessions cleanup 的文档更新，正在把 OpenClaw 的排障方式从“看日志猜”推进到更清楚的 repair 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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",[493,473,2072,474,661],"pending",{"title":2074,"description":2075,"path":2076,"category":1914,"date":1119,"updatedAt":1119,"sourceType":470,"source":2077,"tags":2078},"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",[493,708,621,550,2079],"state",{"title":2081,"description":2082,"path":2083,"category":1914,"date":476,"updatedAt":476,"sourceType":470,"source":2084,"tags":2085},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 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如何把转录、向量检索和学习流程接成长链路。","/news/openclaw-memory-showcase-watch-2026-03-21",[2104,497,795,2141,2142],"vector-search","knowledge",{"title":2144,"description":2145,"path":2146,"category":1914,"date":476,"updatedAt":476,"sourceType":470,"source":2147,"tags":2148},"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",[1506,707,734,736,802],{"title":2150,"description":2151,"path":2152,"category":1914,"date":687,"updatedAt":687,"sourceType":470,"source":2153,"tags":2154},"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",[863,621,690,867,495],{"title":2156,"description":2157,"path":2158,"category":1914,"date":606,"updatedAt":606,"sourceType":470,"source":1983,"tags":2159},"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",[614,1548,680,682,1231],{"title":2161,"description":2162,"path":2163,"category":1914,"date":476,"updatedAt":476,"sourceType":470,"source":2164,"tags":2165},"OpenClaw 节点观察：headless node、普通设备节点与 Gateway 的宿主边界正在被官方写清","基于 2026 年 3 月 25 日可见的官方 Nodes、Architecture 与 Pairing 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和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1282,788,768,473,565],{"title":2178,"description":2179,"path":2180,"category":1914,"date":714,"updatedAt":714,"sourceType":470,"source":2181,"tags":2182},"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",[550,621,1127,1282,662],{"title":2184,"description":2185,"path":2186,"category":1914,"date":476,"updatedAt":476,"sourceType":470,"source":468,"tags":2187},"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",[473,1390,495,1391,475],{"title":2189,"description":2190,"path":2191,"category":1708,"date":563,"updatedAt":563,"sourceType":470,"source":2192,"tags":2193},"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",[598,760,600,759,761],{"title":2195,"description":2196,"path":2197,"category":1914,"date":606,"updatedAt":606,"sourceType":470,"source":2198,"tags":2199},"OpenClaw 插件观察：安装 spec 和 update tracking 正在决定插件后续会沿哪条轨道走","基于 2026 年 3 月 24 日可见的官方 plugins CLI 文档，最近插件层最值得关注的变化之一是 install spec、--pin 与 plugins.installs 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执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[680,614,661,682,977],{"title":2213,"description":2214,"path":2215,"category":1914,"date":714,"updatedAt":714,"sourceType":470,"source":2216,"tags":2217},"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",[680,1354,614,493,475],{"title":2219,"description":2220,"path":2221,"category":1708,"date":563,"updatedAt":563,"sourceType":470,"source":1902,"tags":2222},"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",[1267,1268,1270,1269],{"title":2224,"description":2225,"path":2226,"category":1914,"date":687,"updatedAt":687,"sourceType":470,"source":1928,"tags":2227},"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",[550,473,661,565,1179],{"title":2229,"description":2230,"path":2231,"category":1914,"date":476,"updatedAt":476,"sourceType":470,"source":2232,"tags":2233},"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",[690,689,2234,495,691],"threads",{"title":2236,"description":2237,"path":2238,"category":1914,"date":667,"updatedAt":667,"sourceType":470,"source":2239,"tags":2240},"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",[1018,905,1019,591,496],{"title":2242,"description":2243,"path":2244,"category":1914,"date":476,"updatedAt":476,"sourceType":470,"source":2245,"tags":2246},"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",[1588,2247,2248,1587,475],"snapshot","rotation",{"title":2250,"description":2251,"path":2252,"category":1914,"date":476,"updatedAt":476,"sourceType":470,"source":2112,"tags":2253},"OpenClaw 正在把 secure DM mode 写成共享入口的默认安全心智","官方最近围绕 Session、Security 和 CLI Security 的更新，正在把 secure DM mode 从一个可选技巧，推成多人 DM 入口的基础隔离建议。","/news/openclaw-secure-dm-mode-watch-2026-03-25",[708,515,1459,473,1308],{"title":2255,"description":2256,"path":2257,"category":1914,"date":606,"updatedAt":606,"sourceType":470,"source":2258,"tags":2259},"OpenClaw 安全观察：security audit 已经从提醒工具继续长成加固入口","基于 2026 年 3 月 24 日可见的官方安全文档，最近最值得关注的信号是 openclaw security audit 不再只是列问题，而是在形成 audit、deep、fix 三段式加固路径。","/news/openclaw-security-audit-fix-watch-2026-03-24","https://docs.openclaw.ai/gateway/security",[515,1293,1295,1294,475],{"title":2261,"description":2262,"path":2263,"category":2264,"date":489,"updatedAt":489,"sourceType":759,"source":2265,"tags":2266},"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",[515,2267,876,514],"compliance",{"title":2269,"description":2270,"path":2271,"category":1914,"date":687,"updatedAt":687,"sourceType":470,"source":2245,"tags":2272},"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",[515,1587,812,2273,475],"proxy",{"title":2275,"description":2276,"path":2277,"category":1914,"date":1598,"updatedAt":1598,"sourceType":470,"source":2278,"tags":2279},"OpenClaw 正在把 session transcript 从 JSONL 文件写成结构化会话事实层","官方最近新增的 Session Management Deep Dive 文档，把 session header、message tree、compaction entry 和 branch summary 这几层边界写得更清楚了。","/news/openclaw-session-jsonl-deep-dive-watch-2026-04-01","https://docs.openclaw.ai/reference/session-management-compaction",[708,1601,1076,1600,493],{"title":2281,"description":2282,"path":2283,"category":1914,"date":1598,"updatedAt":1598,"sourceType":470,"source":2284,"tags":2285},"OpenClaw 的 sessions CLI 正在从会话列表命令长成 store 巡检入口","官方最近把 sessions CLI 的 scope、all-agents、active 和显式 store 路径写得更完整了，也让它更适合作为长期运维里的 session store 巡检面。","/news/openclaw-sessions-cli-watch-2026-04-01","https://docs.openclaw.ai/cli/sessions",[646,672,1607,1293,475],{"title":2287,"description":2288,"path":2289,"category":1914,"date":476,"updatedAt":476,"sourceType":470,"source":2290,"tags":2291},"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",[515,1308,1309,2292,493],"sandbox",{"title":2294,"description":2295,"path":2296,"category":1708,"date":563,"updatedAt":563,"sourceType":470,"source":2102,"tags":2297},"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",[2104,759,734,508,542],{"title":2299,"description":2300,"path":2301,"category":1914,"date":714,"updatedAt":714,"sourceType":470,"source":2290,"tags":2302},"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 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