[{"data":1,"prerenderedAt":3156},["ShallowReactive",2],{"docs:reference/models-status-probe-and-auth-profiles":3,"content-manifest":514},{"id":4,"title":5,"body":6,"category":495,"date":496,"description":497,"extension":498,"meta":499,"navigation":500,"path":501,"seo":502,"source":503,"sourceName":504,"sourceType":505,"stem":506,"tags":507,"updatedAt":512,"__hash__":513},"docs/docs/reference/models-status-probe-and-auth-profiles.md","models status --probe 和 auth profiles 应该怎么看",{"type":7,"value":8,"toc":472},"minimark",[9,13,22,36,39,44,57,60,72,78,89,92,97,100,107,184,187,193,196,210,216,223,246,249,260,263,266,277,289,293,296,301,304,309,312,330,333,341,344,355,361,367,373,387,390,393,417,420,425,428,434,437,441,444,447,468],[10,11,5],"h1",{"id":12},"models-status-probe-和-auth-profiles-应该怎么看",[14,15,16,17,21],"p",{},"站里已经有一页在讲 ",[18,19,20],"code",{},"openclaw models status","，但最近官方 CLI 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--probe-provider",[117,171,173],{"class":172},"szBVR"," \u003C",[117,175,176],{"class":127},"nam",[117,178,180],{"class":179},"sVt8B","e",[117,182,183],{"class":172},">\n",[14,185,186],{},"这说明模型检查已经不再只是一层静态状态，而是在逐渐变成正式的连通性检查面。",[45,188,190,192],{"id":189},"probe-更适合解决什么问题",[18,191,30],{}," 更适合解决什么问题",[14,194,195],{},"它更适合这些场景：",[23,197,198,201,204,207],{},[26,199,200],{},"你怀疑某个 provider 的 auth profile 已经失效",[26,202,203],{},"OAuth 看着还在，但你想确认当前探活结果",[26,205,206],{},"fallback 配了很多层，但不确定是不是都还能用",[26,208,209],{},"你刚做过 profile 轮转或重登，想快速验证",[45,211,213,215],{"id":212},"probe-provider-又适合什么",[18,214,35],{}," 又适合什么",[14,217,218,219,222],{},"如果你现在的问题已经基本定位到单个 provider，就不一定要探全局。",[220,221],"br",{},"\n这时更适合：",[108,224,226],{"className":110,"code":225,"language":112,"meta":113,"style":113},"openclaw models status --probe-provider \u003Cname>\n",[18,227,228],{"__ignoreMap":113},[117,229,230,232,234,236,238,240,242,244],{"class":119,"line":120},[117,231,124],{"class":123},[117,233,128],{"class":127},[117,235,141],{"class":127},[117,237,169],{"class":144},[117,239,173],{"class":172},[117,241,176],{"class":127},[117,243,180],{"class":179},[117,245,183],{"class":172},[14,247,248],{},"它更适合：",[23,250,251,254,257],{},[26,252,253],{},"单 provider 定位",[26,255,256],{},"只排 Anthropic / OpenAI / OpenRouter 其中一层",[26,258,259],{},"降低巡检噪音",[45,261,262],{"id":262},"为什么这条能力值得单独看",[14,264,265],{},"因为很多模型问题根本不是配置写错，而是：",[23,267,268,271,274],{},[26,269,270],{},"auth profile 过期",[26,272,273],{},"OAuth 实际不可用",[26,275,276],{},"某个 provider 当前网络或认证状态异常",[14,278,279,280,282,283,285,286,288],{},"如果只看配置和 ",[18,281,51],{},"，你会知道“应该能用”；",[220,284],{},"\n加上 ",[18,287,30],{},"，你才更接近知道“现在真的能用”。",[45,290,292],{"id":291},"auth-profiles-更适合怎么理解","auth profiles 更适合怎么理解",[14,294,295],{},"更稳的理解方式不是：",[23,297,298],{},[26,299,300],{},"一个 provider 对应一个永远有效的凭据",[14,302,303],{},"而是：",[23,305,306],{},[26,307,308],{},"一个 provider 下面可能有一组会变化、会轮换、会过期的 auth profile",[14,310,311],{},"这也是为什么官方最近会把：",[23,313,314,317,320,325],{},[26,315,316],{},"auth monitoring",[26,318,319],{},"OAuth 过期窗口",[26,321,322],{},[18,323,324],{},"status --check",[26,326,327],{},[18,328,329],{},"status --probe",[14,331,332],{},"连成一条线。",[45,334,336,337,340],{"id":335},"什么时候只看-check-就够","什么时候只看 ",[18,338,339],{},"--check"," 就够",[14,342,343],{},"如果你要的是：",[23,345,346,349,352],{},[26,347,348],{},"轻量告警",[26,350,351],{},"定时巡检",[26,353,354],{},"非 0 就报警",[14,356,357,358,360],{},"那 ",[18,359,339],{}," 往往已经够了。",[45,362,364,365],{"id":363},"什么时候该再补-probe","什么时候该再补 ",[18,366,30],{},[14,368,369,370,372],{},"更适合加 ",[18,371,30],{}," 的通常是：",[23,374,375,378,381,384],{},[26,376,377],{},"大改 provider 顺序后",[26,379,380],{},"重做 auth profile 后",[26,382,383],{},"某个 provider 最近常抖",[26,385,386],{},"你要确认 fallback 是否真能接棒",[45,388,389],{"id":389},"一条更稳的巡检顺序",[14,391,392],{},"通常更适合按这条线走：",[394,395,396,402,407,412],"ol",{},[26,397,398,399],{},"先跑 ",[18,400,401],{},"openclaw models status --check",[26,403,404,405],{},"有异常再看 ",[18,406,20],{},[26,408,409,410],{},"仍不确定时，再补 ",[18,411,30],{},[26,413,414,415],{},"已经知道问题 provider 时，用 ",[18,416,35],{},[45,418,419],{"id":419},"最容易踩的坑",[421,422,424],"h3",{"id":423},"_1-以为有-profile-就等于当前能用","1. 以为有 profile 就等于当前能用",[14,426,427],{},"profile 存在，不等于探活成功。",[421,429,431,432],{"id":430},"_2-每次都全局-probe","2. 每次都全局 ",[18,433,30],{},[14,435,436],{},"这会让巡检噪音偏大，很多时候单 provider 探测更合适。",[421,438,440],{"id":439},"_3-只看模型-fallback不看-auth-profile-层","3. 只看模型 fallback，不看 auth profile 层",[14,442,443],{},"有时根本不是 fallback 设计问题，而是第一层认证已经先坏了。",[45,445,446],{"id":446},"下一步推荐",[23,448,449,456,462],{},[26,450,451],{},[452,453,455],"a",{"href":454},"/docs/operations/models-status-and-health-checks","用 models status 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之间各自适合什么场景。","/docs/operations/trusted-proxy-vs-tailscale-serve",[1367,1194,1368,509,529,552],{"title":1375,"description":1376,"path":1377,"category":1176,"updatedAt":512,"sourceType":505,"tags":1378},"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",[1379,531,1380,1381,1382,1383],"update","stable","beta","dev","rollout",{"title":1385,"description":1386,"path":1387,"category":495,"updatedAt":748,"sourceType":505,"tags":1388},"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 把这类拒绝变成可恢复事件。","/docs/reference/anthropic-context1m-429-and-fallback",[1389,1390,1391,1392,511],"anthropic","429","context1m","failover",{"title":1394,"description":1395,"path":1396,"category":495,"updatedAt":592,"sourceType":505,"tags":1397},"API 与参考资料阅读入口","说明 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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",[881,1415,768,882,511],"bootstrapToken",{"title":1417,"description":1418,"path":1419,"category":511,"updatedAt":676,"sourceType":505,"tags":1420},"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",[1421,680,724,689,1283,679],"templates",{"title":1423,"description":1424,"path":1425,"category":495,"updatedAt":738,"sourceType":505,"tags":1426},"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",[881,1427,531,1428,1215],"allowFrom","account",{"title":1430,"description":1431,"path":1432,"category":495,"updatedAt":843,"sourceType":505,"tags":1433},"CLI 命令参考","OpenClaw 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sessionStorage 行为很关键。","/docs/reference/dashboard-secretref-and-sessionstorage",[587,822,1475,1476,509],"secretref","sessionStorage",{"title":1478,"description":1479,"path":1480,"category":1481,"updatedAt":843,"sourceType":505,"tags":1482},"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",[1483,1484,1485,1234,950],"debugging","debug","runtime-overrides",{"title":1487,"description":1488,"path":1489,"category":495,"updatedAt":720,"sourceType":505,"tags":1490},"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",[1398,1491,1492,1484,511],"logging","flags",{"title":1494,"description":1495,"path":1496,"category":495,"updatedAt":720,"sourceType":505,"tags":1497},"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",[742,1498,1499,723,511],"dmScope","identityLinks",{"title":1501,"description":1502,"path":1503,"category":495,"updatedAt":720,"sourceType":505,"tags":1504},"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",[1234,1235,1398,1505,511],"migrations",{"title":1507,"description":1508,"path":1509,"category":495,"updatedAt":720,"sourceType":505,"tags":1510},"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",[1088,543,750,1511,511],"shell",{"title":1513,"description":1514,"path":1515,"category":495,"updatedAt":512,"sourceType":526,"tags":1516},"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",[1517,1306,793,1518,1308],"sources","trust",{"title":1520,"description":1521,"path":1522,"category":495,"updatedAt":600,"sourceType":505,"tags":1523},"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",[529,1524,707,1162,697],"rpc",{"title":1526,"description":1527,"path":1528,"category":495,"updatedAt":720,"sourceType":505,"tags":1529},"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",[881,882,529,696,511],{"title":1531,"description":1532,"path":1533,"category":495,"updatedAt":1154,"sourceType":505,"tags":1534},"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",[742,529,656,587,511],{"title":1536,"description":1537,"path":1538,"category":495,"updatedAt":748,"sourceType":505,"tags":1539},"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",[529,1162,1540,1541,511],"protocol","scopes",{"title":1543,"description":1544,"path":1545,"category":495,"updatedAt":738,"sourceType":505,"tags":1546},"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",[741,1547,723,967,900],"mention",{"title":1549,"description":1550,"path":1551,"category":495,"updatedAt":748,"sourceType":505,"tags":1552},"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",[1208,1553,1554,1555,511],"visibility","activeHours","alerts",{"title":1557,"description":1558,"path":1559,"category":495,"updatedAt":738,"sourceType":505,"tags":1560},"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",[1156,1162,1561,529,511],"sdk",{"title":1563,"description":1564,"path":1565,"category":495,"updatedAt":738,"sourceType":505,"tags":1566},"include 合并时，数组和 sibling 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各自在修正什么问题。","/docs/reference/memory-hybrid-search-and-ranking-pipeline",[533,1580,1581,1582,1583,511],"hybrid-search","ranking","mmr","retrieval",{"title":5,"description":497,"path":501,"category":495,"updatedAt":512,"sourceType":505,"tags":1585},[508,55,509,510,511],{"title":1587,"description":1588,"path":1589,"category":495,"updatedAt":1083,"sourceType":505,"tags":1590},"配对审批与设备授权管理","从管理员视角理解 OpenClaw 的 DM pairing、设备 pairing、allowFrom 文件和审批命令，避免把授权边界搞乱。","/docs/reference/pairing-admin",[881,882,1427,1591,1215],"credentials",{"title":1593,"description":1594,"path":1595,"category":495,"updatedAt":512,"sourceType":505,"tags":1596},"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 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之间更清晰的协作关系。","/news/openclaw-cli-control-plane-watch-2026-03-21",[707,529,1524,697,551],{"title":2022,"description":2023,"path":2024,"category":1951,"date":720,"updatedAt":720,"sourceType":505,"source":2025,"tags":2026},"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",[543,1088,722,2027,551],"overrides",{"title":2029,"description":2030,"path":2031,"category":1745,"date":600,"updatedAt":600,"sourceType":505,"source":1939,"tags":2032},"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",[540,544,794,1683],{"title":2058,"description":2059,"path":2060,"category":1951,"date":738,"updatedAt":738,"sourceType":505,"source":2061,"tags":2062},"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",[882,881,822,1228,2063],"rotate",{"title":2065,"description":2066,"path":2067,"category":1951,"date":720,"updatedAt":720,"sourceType":505,"source":2068,"tags":2069},"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",[529,881,2110,822,696],"pending",{"title":2112,"description":2113,"path":2114,"category":1951,"date":1154,"updatedAt":1154,"sourceType":505,"source":2115,"tags":2116},"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",[529,742,656,587,2117],"state",{"title":2119,"description":2120,"path":2121,"category":1951,"date":738,"updatedAt":738,"sourceType":505,"source":2122,"tags":2123},"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",[2142,533,830,2179,2180],"vector-search","knowledge",{"title":2182,"description":2183,"path":2184,"category":1951,"date":738,"updatedAt":738,"sourceType":505,"source":2185,"tags":2186},"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",[1547,741,768,770,837],{"title":2188,"description":2189,"path":2190,"category":1951,"date":720,"updatedAt":720,"sourceType":505,"source":2191,"tags":2192},"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",[900,656,723,904,531],{"title":2194,"description":2195,"path":2196,"category":1951,"date":512,"updatedAt":512,"sourceType":505,"source":503,"tags":2197},"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",[508,55,510,509,1268],{"title":2199,"description":2200,"path":2201,"category":1951,"date":738,"updatedAt":738,"sourceType":505,"source":2202,"tags":2203},"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",[1321,823,802,881,602],{"title":2216,"description":2217,"path":2218,"category":1951,"date":748,"updatedAt":748,"sourceType":505,"source":2219,"tags":2220},"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",[587,656,1162,1321,697],{"title":2222,"description":2223,"path":2224,"category":1951,"date":738,"updatedAt":738,"sourceType":505,"source":2061,"tags":2225},"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",[510,508,696,509,1014],{"title":2251,"description":2252,"path":2253,"category":1951,"date":748,"updatedAt":748,"sourceType":505,"source":2254,"tags":2255},"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",[510,1392,508,529,551],{"title":2257,"description":2258,"path":2259,"category":1745,"date":600,"updatedAt":600,"sourceType":505,"source":1939,"tags":2260},"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",[1306,1307,1309,1308],{"title":2262,"description":2263,"path":2264,"category":1951,"date":720,"updatedAt":720,"sourceType":505,"source":1965,"tags":2265},"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",[587,881,696,602,1215],{"title":2267,"description":2268,"path":2269,"category":1951,"date":738,"updatedAt":738,"sourceType":505,"source":2270,"tags":2271},"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",[723,722,2272,531,724],"threads",{"title":2274,"description":2275,"path":2276,"category":1951,"date":702,"updatedAt":702,"sourceType":505,"source":2277,"tags":2278},"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",[1053,942,1054,628,532],{"title":2280,"description":2281,"path":2282,"category":1951,"date":738,"updatedAt":738,"sourceType":505,"source":2283,"tags":2284},"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",[1625,2285,2286,1624,551],"snapshot","rotation",{"title":2288,"description":2289,"path":2290,"category":1951,"date":738,"updatedAt":738,"sourceType":505,"source":2150,"tags":2291},"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",[742,552,1498,881,1347],{"title":2293,"description":2294,"path":2295,"category":1951,"date":512,"updatedAt":512,"sourceType":505,"source":2296,"tags":2297},"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",[552,1332,1334,1333,551],{"title":2299,"description":2300,"path":2301,"category":2302,"date":525,"updatedAt":525,"sourceType":793,"source":2303,"tags":2304},"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",[552,2305,913,550],"compliance",{"title":2307,"description":2308,"path":2309,"category":1951,"date":720,"updatedAt":720,"sourceType":505,"source":2283,"tags":2310},"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",[552,1624,847,2311,551],"proxy",{"title":2313,"description":2314,"path":2315,"category":1951,"date":1635,"updatedAt":1635,"sourceType":505,"source":2316,"tags":2317},"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",[742,1638,1111,1637,529],{"title":2319,"description":2320,"path":2321,"category":1951,"date":1635,"updatedAt":1635,"sourceType":505,"source":2322,"tags":2323},"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",[681,707,1644,1332,551],{"title":2325,"description":2326,"path":2327,"category":1951,"date":738,"updatedAt":738,"sourceType":505,"source":2328,"tags":2329},"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",[552,1347,1348,2330,529],"sandbox",{"title":2332,"description":2333,"path":2334,"category":1745,"date":600,"updatedAt":600,"sourceType":505,"source":2140,"tags":2335},"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",[2142,793,768,544,579],{"title":2337,"description":2338,"path":2339,"category":1951,"date":748,"updatedAt":748,"sourceType":505,"source":2328,"tags":2340},"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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