[{"data":1,"prerenderedAt":3125},["ShallowReactive",2],{"docs:operations/models-status-and-health-checks":3,"content-manifest":483},{"id":4,"title":5,"body":6,"category":463,"date":464,"description":465,"extension":466,"meta":467,"navigation":468,"path":469,"seo":470,"source":471,"sourceName":472,"sourceType":473,"stem":474,"tags":475,"updatedAt":481,"__hash__":482},"docs/docs/operations/models-status-and-health-checks.md","用 models status 做模型健康检查",{"type":7,"value":8,"toc":444},"minimark",[9,13,22,25,41,45,51,68,71,74,77,91,96,103,106,135,138,152,155,158,166,186,189,192,197,200,216,219,223,226,239,242,256,260,263,277,280,284,290,293,304,307,310,313,332,335,339,346,349,360,367,370,373,387,390,396,410,413,416,437,440],[10,11,5],"h1",{"id":12},"用-models-status-做模型健康检查",[14,15,16,17,21],"p",{},"官方最近把 ",[18,19,20],"code",{},"openclaw models status"," 的定位讲得比以前清楚很多了。它已经不只是“看一下当前模型是谁”，而是正式承担模型和认证层的健康检查入口。",[14,23,24],{},"如果你只记一件事，建议记这个：",[26,27,28,35],"ul",{},[29,30,31,32],"li",{},"想看当前主模型和 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日","，这条命令的退出码含义是：",[26,167,168,174,180],{},[29,169,170,173],{},[18,171,172],{},"0","：正常",[29,175,176,179],{},[18,177,178],{},"1","：凭据缺失或已过期",[29,181,182,185],{},[18,183,184],{},"2","：即将过期",[14,187,188],{},"这点很重要，因为它意味着你完全可以把它当成一条标准健康检查命令，而不是只给人手动看。",[42,190,191],{"id":191},"日常运维里最实用的三种看法",[193,194,196],"h3",{"id":195},"第一种只看当前主模型","第一种：只看当前主模型",[14,198,199],{},"如果你只想快速确认“现在到底跑的是谁”，可以用：",[107,201,203],{"className":109,"code":202,"language":111,"meta":112,"style":112},"openclaw models status --plain\n",[18,204,205],{"__ignoreMap":112},[116,206,207,209,211,213],{"class":118,"line":119},[116,208,123],{"class":122},[116,210,127],{"class":126},[116,212,130],{"class":126},[116,214,215],{"class":133}," --plain\n",[14,217,218],{},"它适合临时排查或把结果喂给别的脚本。",[193,220,222],{"id":221},"第二种看完整状态","第二种：看完整状态",[14,224,225],{},"如果你要查：",[26,227,228,231,234,236],{},[29,229,230],{},"主模型",[29,232,233],{},"fallback",[29,235,61],{},[29,237,238],{},"auth 概况",[14,240,241],{},"那就直接跑：",[107,243,245],{"className":109,"code":244,"language":111,"meta":112,"style":112},"openclaw models status\n",[18,246,247],{"__ignoreMap":112},[116,248,249,251,253],{"class":118,"line":119},[116,250,123],{"class":122},[116,252,127],{"class":126},[116,254,255],{"class":126}," status\n",[193,257,259],{"id":258},"第三种给监控系统用","第三种：给监控系统用",[14,261,262],{},"如果你要让系统判断“现在需不需要报警”，更适合：",[107,264,265],{"className":109,"code":110,"language":111,"meta":112,"style":112},[18,266,267],{"__ignoreMap":112},[116,268,269,271,273,275],{"class":118,"line":119},[116,270,123],{"class":122},[116,272,127],{"class":126},[116,274,130],{"class":126},[116,276,134],{"class":133},[14,278,279],{},"这是官方当前最推荐的自动化入口。",[42,281,283],{"id":282},"为什么-oauth-过期检查特别值得用它","为什么 OAuth 过期检查特别值得用它",[14,285,286,287,289],{},"官方文档现在明确提到，",[18,288,34],{}," 会显示 auth store 里 profile 的 OAuth 过期状态，并在默认 24 小时窗口里提前告警。",[14,291,292],{},"这对长期运行很关键，因为很多“怎么忽然不能用了”的问题，本质上都不是模型崩了，而是：",[26,294,295,298,301],{},[29,296,297],{},"OAuth 过期了",[29,299,300],{},"profile 丢了",[29,302,303],{},"某个 provider 缺凭据",[14,305,306],{},"如果你不提前看这层，问题常常会在真正要用的时候才爆出来。",[42,308,309],{"id":309},"一个更稳的巡检顺序",[14,311,312],{},"如果你要给 Gateway 做最小日常巡检，更适合按这个顺序：",[314,315,316,321,326],"ol",{},[29,317,318],{},[18,319,320],{},"openclaw models status --check",[29,322,323,324],{},"如果异常，再看 ",[18,325,20],{},[29,327,328,329],{},"需要更细时，再看 ",[18,330,331],{},"--json",[14,333,334],{},"这样不会一开始就陷进大量细节里。",[42,336,338],{"id":337},"什么时候还要结合-models-list-一起看","什么时候还要结合 models list 一起看",[14,340,341,342,345],{},"如果你怀疑的问题不是“凭据坏了”，而是“允许使用的模型集合不对”，那就要把 ",[18,343,344],{},"models list"," 一起看。",[14,347,348],{},"例如：",[26,350,351,354,357],{},[29,352,353],{},"模型没出现在 allowlist",[29,355,356],{},"当前 provider 没暴露你以为有的模型",[29,358,359],{},"本地 provider 没被正确发现",[14,361,362,363,366],{},"这类问题只看 ",[18,364,365],{},"status"," 不一定够。",[42,368,369],{"id":369},"中文站建议怎么用这条命令",[14,371,372],{},"如果你现在是个人或小团队环境，最实用的用法通常就是：",[107,374,375],{"className":109,"code":110,"language":111,"meta":112,"style":112},[18,376,377],{"__ignoreMap":112},[116,378,379,381,383,385],{"class":118,"line":119},[116,380,123],{"class":122},[116,382,127],{"class":126},[116,384,130],{"class":126},[116,386,134],{"class":133},[14,388,389],{},"每天或每小时跑一次。",[14,391,392,393,395],{},"如果返回非 ",[18,394,172],{},"，再决定是：",[26,397,398,401,404,407],{},[29,399,400],{},"补 API key",[29,402,403],{},"重新 OAuth",[29,405,406],{},"调整 fallback",[29,408,409],{},"检查 provider 网络",[14,411,412],{},"这会比等到聊天或自动化任务真的失败后再排查，轻松很多。",[42,414,415],{"id":415},"下一步推荐",[26,417,418,425,431],{},[29,419,420],{},[421,422,424],"a",{"href":423},"/docs/manual/providers-and-fallback","模型提供商与故障转移",[29,426,427],{},[421,428,430],{"href":429},"/best-practices/model-auth-monitoring","Model Health 与 Auth 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等多人频道后，如何把频道、线程、私聊和长期记忆分开，避免上下文污染。","/docs/operations/team-channel-session-strategy",[711,739,806,510,1323,520],"group-chat",{"title":1325,"description":1326,"path":1327,"category":463,"updatedAt":1049,"sourceType":473,"tags":1328},"Trusted Proxy Auth 怎么用","理解 OpenClaw 的 trusted-proxy 认证模式、适用场景、风险检查项，以及它和普通 TLS 反向代理的本质区别。","/docs/operations/trusted-proxy-auth",[1329,1330,478,498,521],"trusted-proxy","reverse-proxy",{"title":1332,"description":1333,"path":1334,"category":463,"updatedAt":481,"sourceType":473,"tags":1335},"Trusted Proxy 和 Tailscale Serve 怎么选","基于最新官方安全与 trusted proxy 文档，解释 OpenClaw 在 trusted-proxy、token/password 和 Tailscale Serve 之间各自适合什么场景。","/docs/operations/trusted-proxy-vs-tailscale-serve",[1329,1159,1330,478,498,521],{"title":1337,"description":1338,"path":1339,"category":463,"updatedAt":611,"sourceType":473,"tags":1340},"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 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做人工批准。","/docs/reference/bootstrap-code-and-pair-pending",[850,1379,737,851,1356],"bootstrapToken",{"title":1381,"description":1382,"path":1383,"category":1356,"updatedAt":645,"sourceType":473,"tags":1384},"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",[1385,649,693,658,1245,648],"templates",{"title":1387,"description":1388,"path":1389,"category":1350,"updatedAt":707,"sourceType":473,"tags":1390},"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",[850,1391,500,1392,1180],"allowFrom","account",{"title":1394,"description":1395,"path":1396,"category":1350,"updatedAt":812,"sourceType":473,"tags":1397},"CLI 命令参考","OpenClaw 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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",[556,791,1439,1440,478],"secretref","sessionStorage",{"title":1442,"description":1443,"path":1444,"category":1445,"updatedAt":812,"sourceType":473,"tags":1446},"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",[1447,1448,1449,1199,918],"debugging","debug","runtime-overrides",{"title":1451,"description":1452,"path":1453,"category":1350,"updatedAt":689,"sourceType":473,"tags":1454},"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",[1362,1455,1456,1448,1356],"logging","flags",{"title":1458,"description":1459,"path":1460,"category":1350,"updatedAt":689,"sourceType":473,"tags":1461},"dmScope 和 identityLinks 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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[1054,512,719,1475,1356],"shell",{"title":1477,"description":1478,"path":1479,"category":1350,"updatedAt":611,"sourceType":495,"tags":1480},"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",[1481,1268,762,1482,1270],"sources","trust",{"title":1484,"description":1485,"path":1486,"category":1350,"updatedAt":481,"sourceType":473,"tags":1487},"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",[498,1488,675,1128,666],"rpc",{"title":1490,"description":1491,"path":1492,"category":1350,"updatedAt":689,"sourceType":473,"tags":1493},"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 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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",[502,1544,1545,1546,1547,1356],"hybrid-search","ranking","mmr","retrieval",{"title":1549,"description":1550,"path":1551,"category":1350,"updatedAt":611,"sourceType":473,"tags":1552},"models status --probe 和 auth profiles 应该怎么看","基于最新官方 Models CLI 文档，解释 openclaw models status --probe、--probe-provider 与认证 profile 的关系，帮助团队区分“配置看起来对”和“当前真的能连通”。","/docs/reference/models-status-probe-and-auth-profiles",[476,1553,478,683,1356],"probe",{"title":1555,"description":1556,"path":1557,"category":1350,"updatedAt":1049,"sourceType":473,"tags":1558},"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",[850,851,1391,1559,1180],"credentials",{"title":1561,"description":1562,"path":1563,"category":1350,"updatedAt":611,"sourceType":473,"tags":1564},"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 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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",[556,1329,850,570,521],{"title":1967,"description":1968,"path":1969,"category":1919,"date":611,"updatedAt":611,"sourceType":473,"source":1927,"tags":1970},"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",[737,739,816,500,1283],{"title":1972,"description":1973,"path":1974,"category":1771,"date":494,"updatedAt":494,"sourceType":762,"source":1975,"tags":1976},"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",[1651,763,1774,1727],{"title":1978,"description":1979,"path":1980,"category":1919,"date":611,"updatedAt":611,"sourceType":473,"source":1981,"tags":1982},"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",[745,513,754,755,1983,746],"telemetry",{"title":1985,"description":1986,"path":1987,"category":1713,"date":481,"updatedAt":481,"sourceType":473,"source":1988,"tags":1989},"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",[675,498,1488,666,520],{"title":1991,"description":1992,"path":1993,"category":1919,"date":689,"updatedAt":689,"sourceType":473,"source":1994,"tags":1995},"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",[512,1054,691,1996,520],"overrides",{"title":1998,"description":1999,"path":2000,"category":1713,"date":481,"updatedAt":481,"sourceType":473,"source":1907,"tags":2001},"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",[1076,1077,650,502,2002],"continuity",{"title":2004,"description":2005,"path":2006,"category":1713,"date":481,"updatedAt":481,"sourceType":473,"source":2007,"tags":2008},"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",[771,556,1159,850,570],{"title":2010,"description":2011,"path":2012,"category":1919,"date":1120,"updatedAt":1120,"sourceType":473,"source":1933,"tags":2013},"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 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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",[509,513,763,1651],{"title":2027,"description":2028,"path":2029,"category":1919,"date":707,"updatedAt":707,"sourceType":473,"source":2030,"tags":2031},"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",[851,850,791,1193,2032],"rotate",{"title":2034,"description":2035,"path":2036,"category":1919,"date":689,"updatedAt":689,"sourceType":473,"source":2037,"tags":2038},"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",[498,850,2079,791,665],"pending",{"title":2081,"description":2082,"path":2083,"category":1919,"date":1120,"updatedAt":1120,"sourceType":473,"source":2084,"tags":2085},"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",[498,711,625,556,2086],"state",{"title":2088,"description":2089,"path":2090,"category":1919,"date":707,"updatedAt":707,"sourceType":473,"source":2091,"tags":2092},"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",[2111,502,799,2148,2149],"vector-search","knowledge",{"title":2151,"description":2152,"path":2153,"category":1919,"date":707,"updatedAt":707,"sourceType":473,"source":2154,"tags":2155},"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",[1511,710,737,739,806],{"title":2157,"description":2158,"path":2159,"category":1919,"date":689,"updatedAt":689,"sourceType":473,"source":2160,"tags":2161},"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",[869,625,692,873,500],{"title":2163,"description":2164,"path":2165,"category":1919,"date":611,"updatedAt":611,"sourceType":473,"source":1988,"tags":2166},"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",[476,1553,683,478,480],{"title":2168,"description":2169,"path":2170,"category":1919,"date":707,"updatedAt":707,"sourceType":473,"source":2171,"tags":2172},"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",[1283,792,771,850,570],{"title":2185,"description":2186,"path":2187,"category":1919,"date":717,"updatedAt":717,"sourceType":473,"source":2188,"tags":2189},"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",[556,625,1128,1283,666],{"title":2191,"description":2192,"path":2193,"category":1919,"date":707,"updatedAt":707,"sourceType":473,"source":2030,"tags":2194},"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",[850,1391,500,1392,520],{"title":2196,"description":2197,"path":2198,"category":1713,"date":481,"updatedAt":481,"sourceType":473,"source":2199,"tags":2200},"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",[603,763,605,762,764],{"title":2202,"description":2203,"path":2204,"category":1919,"date":611,"updatedAt":611,"sourceType":473,"source":2205,"tags":2206},"OpenClaw 插件观察：安装 spec 和 update tracking 正在决定插件后续会沿哪条轨道走","基于 2026 年 3 月 24 日可见的官方 plugins CLI 文档，最近插件层最值得关注的变化之一是 install spec、--pin 与 plugins.installs 正在被官方主动连成一条生命周期链。","/news/openclaw-plugin-install-tracking-watch-2026-03-24","https://docs.openclaw.ai/cli/plugins",[603,745,1565,1566,1270],{"title":2208,"description":2209,"path":2210,"category":1919,"date":611,"updatedAt":611,"sourceType":473,"source":2211,"tags":2212},"OpenClaw 工作流观察：OpenProse 与 Lobster 的上下层分工正在变清楚","基于 2026 年 3 月 24 日可见的官方 Lobster 文档，最近最值得关注的信号是 OpenProse 与 Lobster 的边界正在被官方主动写清，多智能体准备和确定性执行不再混成一层。","/news/openclaw-prose-lobster-watch-2026-03-24","https://docs.openclaw.ai/tools/lobster",[962,963,547,816,604],{"title":2214,"description":2215,"path":2216,"category":1919,"date":717,"updatedAt":717,"sourceType":473,"source":2217,"tags":2218},"OpenClaw 正在把 provider、模型和远程执行分成不同治理层","官方最近围绕 Models、Model Failover 和 node 的文档更新，正在把 provider auth、模型 allowlist、多模态能力和远程 node 执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[683,476,665,478,981],{"title":2220,"description":2221,"path":2222,"category":1919,"date":717,"updatedAt":717,"sourceType":473,"source":2223,"tags":2224},"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",[683,1355,476,498,520],{"title":2226,"description":2227,"path":2228,"category":1713,"date":481,"updatedAt":481,"sourceType":473,"source":1907,"tags":2229},"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",[1268,1269,1271,1270],{"title":2231,"description":2232,"path":2233,"category":1919,"date":689,"updatedAt":689,"sourceType":473,"source":1933,"tags":2234},"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",[556,850,665,570,1180],{"title":2236,"description":2237,"path":2238,"category":1919,"date":707,"updatedAt":707,"sourceType":473,"source":2239,"tags":2240},"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",[692,691,2241,500,693],"threads",{"title":2243,"description":2244,"path":2245,"category":1919,"date":671,"updatedAt":671,"sourceType":473,"source":2246,"tags":2247},"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",[1019,910,1020,596,501],{"title":2249,"description":2250,"path":2251,"category":1919,"date":707,"updatedAt":707,"sourceType":473,"source":2252,"tags":2253},"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",[1593,2254,2255,1592,520],"snapshot","rotation",{"title":2257,"description":2258,"path":2259,"category":1919,"date":707,"updatedAt":707,"sourceType":473,"source":2119,"tags":2260},"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",[711,521,1462,850,1309],{"title":2262,"description":2263,"path":2264,"category":1919,"date":611,"updatedAt":611,"sourceType":473,"source":2265,"tags":2266},"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",[521,1294,1296,1295,520],{"title":2268,"description":2269,"path":2270,"category":2271,"date":494,"updatedAt":494,"sourceType":762,"source":2272,"tags":2273},"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",[521,2274,882,519],"compliance",{"title":2276,"description":2277,"path":2278,"category":1919,"date":689,"updatedAt":689,"sourceType":473,"source":2252,"tags":2279},"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",[521,1592,816,2280,520],"proxy",{"title":2282,"description":2283,"path":2284,"category":1919,"date":1603,"updatedAt":1603,"sourceType":473,"source":2285,"tags":2286},"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",[711,1606,1077,1605,498],{"title":2288,"description":2289,"path":2290,"category":1919,"date":1603,"updatedAt":1603,"sourceType":473,"source":2291,"tags":2292},"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",[650,675,1612,1294,520],{"title":2294,"description":2295,"path":2296,"category":1919,"date":707,"updatedAt":707,"sourceType":473,"source":2297,"tags":2298},"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",[521,1309,1310,2299,498],"sandbox",{"title":2301,"description":2302,"path":2303,"category":1713,"date":481,"updatedAt":481,"sourceType":473,"source":2109,"tags":2304},"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",[2111,762,737,513,548],{"title":2306,"description":2307,"path":2308,"category":1919,"date":717,"updatedAt":717,"sourceType":473,"source":2297,"tags":2309},"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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