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allowFrom 文件。","/docs/reference/channel-pairing-cli-and-account-scope",[792,1334,439,1335,1124],"allowFrom","account",{"title":1337,"description":1338,"path":1339,"category":1293,"updatedAt":754,"sourceType":414,"tags":1340},"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",[617,1299,1341,1342],"commands","terminal",{"title":1344,"description":1345,"path":1346,"category":1293,"updatedAt":659,"sourceType":414,"tags":1347},"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",[1348,1349,627,625,1299],"cloudflare-ai-gateway","headers",{"title":1351,"description":1352,"path":1353,"category":1354,"updatedAt":551,"sourceType":704,"tags":1355},"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",[704,1356,1357,1358],"github","issues","feedback",{"title":1360,"description":1361,"path":1362,"category":1293,"updatedAt":754,"sourceType":414,"tags":1363},"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",[451,1299,1364,1365],"settings","options",{"title":1367,"description":1368,"path":1369,"category":1293,"updatedAt":508,"sourceType":414,"tags":1370},"Control UI 设备配对与浏览器授权","基于最新官方 Control UI 与 Pairing 文档，解释为什么远程浏览器首次连接需要设备配对、设备身份如何记住，以及什么时候需要重新批准。","/docs/reference/control-ui-device-pairing",[713,792,793,734,1124],{"title":1372,"description":1373,"path":1374,"category":1293,"updatedAt":659,"sourceType":414,"tags":1375},"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 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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",[1000,451,661,1416,1299],"shell",{"title":1418,"description":1419,"path":1420,"category":1293,"updatedAt":551,"sourceType":434,"tags":1421},"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",[1422,1211,704,1423,1213],"sources","trust",{"title":1425,"description":1426,"path":1427,"category":1293,"updatedAt":508,"sourceType":414,"tags":1428},"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",[437,1429,617,1074,607],"rpc",{"title":1431,"description":1432,"path":1433,"category":1293,"updatedAt":632,"sourceType":414,"tags":1434},"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 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SDK。","/docs/reference/http-api-vs-gateway-websocket-vs-sdk",[1068,1074,1466,437,1299],"sdk",{"title":1468,"description":1469,"path":1470,"category":1293,"updatedAt":420,"sourceType":414,"tags":1471},"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",[451,1472,1095,1473,1299],"include","arrays",{"title":1475,"description":1476,"path":1477,"category":1293,"updatedAt":632,"sourceType":414,"tags":1478},"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",[907,1479,758,486,1299],"invoke",{"title":1481,"description":1482,"path":1483,"category":1293,"updatedAt":659,"sourceType":414,"tags":1484},"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",[441,1485,1486,1487,1488,1299],"hybrid-search","ranking","mmr","retrieval",{"title":1490,"description":1491,"path":1492,"category":1293,"updatedAt":551,"sourceType":414,"tags":1493},"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",[559,1494,627,625,1299],"probe",{"title":1496,"description":1497,"path":1498,"category":1293,"updatedAt":996,"sourceType":414,"tags":1499},"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",[792,793,1334,1500,1124],"credentials",{"title":1502,"description":1503,"path":1504,"category":1293,"updatedAt":551,"sourceType":414,"tags":1505},"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 的跟踪逻辑，帮助团队判断插件后续会按什么规则更新。","/docs/reference/plugins-install-specs-and-update-tracking",[543,687,1506,1507,1213,1299],"npm","pin",{"title":1509,"description":1510,"path":1511,"category":1388,"updatedAt":508,"sourceType":414,"tags":1512},"原始流日志怎么抓","基于最新官方 Debugging 文档，整理 OpenClaw 的 raw stream、pi-mono raw chunk 日志分别该在什么场景开启，以及如何避免把调试日志变成隐私风险。","/docs/reference/raw-stream-debugging",[1390,1513,861,625,824],"raw-stream",{"title":1515,"description":1516,"path":1517,"category":1293,"updatedAt":659,"sourceType":414,"tags":1518},"remote auth fallback 和 tlsFingerprint 应该什么时候用","基于最新官方 Remote Access 文档，解释 gateway.remote 这套远程连接参数什么时候只是兜底、什么时候会 fail closed，以及 tlsFingerprint 在 wss 场景里真正保护什么。","/docs/reference/remote-auth-fallback-and-tls-fingerprint",[510,1519,627,437,1299],"tlsFingerprint",{"title":1521,"description":1522,"path":1523,"category":1293,"updatedAt":659,"sourceType":414,"tags":1524},"回复机器人消息也算 mention 吗，pending history 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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",[653,460,1405,792,878],{"title":1541,"description":1542,"path":1543,"category":1293,"updatedAt":1544,"sourceType":414,"tags":1545},"session JSONL、compaction entry 和 branch summary 应该怎么理解","基于最新官方 Session Management Deep Dive 文档，解释 OpenClaw 的 session JSONL 结构、compaction entry、branch summary 和 store counters 分别在回答什么问题，避免把 transcript 文件当成一团无结构日志。","/docs/reference/session-jsonl-and-compaction-entries","2026-04-01",[653,1546,1547,1023,1299],"transcript","jsonl",{"title":1549,"description":1550,"path":1551,"category":1293,"updatedAt":1544,"sourceType":414,"tags":1552},"openclaw sessions 的 store scope 和巡检方式","基于最新官方 sessions CLI 文档，解释 openclaw sessions 在默认 agent、单 agent、all-agents 和显式 store 路径下分别在看什么，以及长期运维里为什么值得把它当作 session store 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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",[495,1272,792,510,460],{"title":1909,"description":1910,"path":1911,"category":1861,"date":551,"updatedAt":551,"sourceType":414,"source":1869,"tags":1912},"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",[679,681,758,439,1226],{"title":1914,"description":1915,"path":1916,"category":1712,"date":433,"updatedAt":433,"sourceType":704,"source":1917,"tags":1918},"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",[1592,705,1715,1668],{"title":1920,"description":1921,"path":1922,"category":1861,"date":551,"updatedAt":551,"sourceType":414,"source":1923,"tags":1924},"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",[687,452,696,697,1925,688],"telemetry",{"title":1927,"description":1928,"path":1929,"category":1654,"date":508,"updatedAt":508,"sourceType":414,"source":1930,"tags":1931},"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",[617,437,1429,607,459],{"title":1933,"description":1934,"path":1935,"category":1861,"date":632,"updatedAt":632,"sourceType":414,"source":1936,"tags":1937},"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",[451,1000,634,1938,459],"overrides",{"title":1940,"description":1941,"path":1942,"category":1654,"date":508,"updatedAt":508,"sourceType":414,"source":1849,"tags":1943},"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",[1022,1023,591,441,1944],"continuity",{"title":1946,"description":1947,"path":1948,"category":1654,"date":508,"updatedAt":508,"sourceType":414,"source":1949,"tags":1950},"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",[713,495,1103,792,510],{"title":1952,"description":1953,"path":1954,"category":1861,"date":1066,"updatedAt":1066,"sourceType":414,"source":1875,"tags":1955},"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",[448,452,705,1592],{"title":1969,"description":1970,"path":1971,"category":1861,"date":420,"updatedAt":420,"sourceType":414,"source":1972,"tags":1973},"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",[793,792,733,1137,1974],"rotate",{"title":1976,"description":1977,"path":1978,"category":1861,"date":632,"updatedAt":632,"sourceType":414,"source":412,"tags":1979},"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",[20,1305,149,1390,459],{"title":1981,"description":1982,"path":1983,"category":1861,"date":420,"updatedAt":420,"sourceType":414,"source":412,"tags":1984},"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",[20,149,418,1214,1305],{"title":1986,"description":1987,"path":1988,"category":1989,"date":433,"updatedAt":433,"sourceType":704,"source":1990,"tags":1991},"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",[1992,1993,1994,1995],"education","adoption","ai-tutor","higher-education",{"title":1997,"description":1998,"path":1999,"category":1989,"date":433,"updatedAt":433,"sourceType":704,"source":2000,"tags":2001},"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",[458,1594,486,1592],{"title":2003,"description":2004,"path":2005,"category":1654,"date":508,"updatedAt":508,"sourceType":414,"source":2006,"tags":2007},"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",[452,687,543,545,706],{"title":2009,"description":2010,"path":2011,"category":1861,"date":612,"updatedAt":612,"sourceType":414,"source":2012,"tags":2013},"OpenClaw 的 Feishu 入口正在从聊天机器人走向文档协作流","官方近期更新的 Feishu 文档，把扫码接入、群控边界和 Drive 评论线程动作都写进了主线，说明 Feishu 已经不只是简单聊天入口。","/news/openclaw-feishu-drive-comments-watch-2026-04-30","https://docs.openclaw.ai/channels/feishu",[770,771,772,773,439,774],{"title":2015,"description":2016,"path":2017,"category":1861,"date":420,"updatedAt":420,"sourceType":414,"source":2018,"tags":2019},"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",[437,792,2020,733,606],"pending",{"title":2022,"description":2023,"path":2024,"category":1861,"date":1066,"updatedAt":1066,"sourceType":414,"source":2025,"tags":2026},"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",[437,653,566,495,2027],"state",{"title":2029,"description":2030,"path":2031,"category":1861,"date":420,"updatedAt":420,"sourceType":414,"source":2032,"tags":2033},"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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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",[811,566,635,815,439],{"title":2104,"description":2105,"path":2106,"category":1861,"date":551,"updatedAt":551,"sourceType":414,"source":1930,"tags":2107},"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",[559,1494,625,627,1173],{"title":2109,"description":2110,"path":2111,"category":1861,"date":420,"updatedAt":420,"sourceType":414,"source":2112,"tags":2113},"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",[1226,734,713,792,510],{"title":2126,"description":2127,"path":2128,"category":1861,"date":659,"updatedAt":659,"sourceType":414,"source":2129,"tags":2130},"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",[495,566,1074,1226,607],{"title":2132,"description":2133,"path":2134,"category":1861,"date":420,"updatedAt":420,"sourceType":414,"source":1972,"tags":2135},"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",[792,1334,439,1335,459],{"title":2137,"description":2138,"path":2139,"category":1654,"date":508,"updatedAt":508,"sourceType":414,"source":2140,"tags":2141},"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",[543,705,545,704,706],{"title":2143,"description":2144,"path":2145,"category":1861,"date":551,"updatedAt":551,"sourceType":414,"source":2146,"tags":2147},"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",[543,687,1506,1507,1213],{"title":2149,"description":2150,"path":2151,"category":1861,"date":551,"updatedAt":551,"sourceType":414,"source":2152,"tags":2153},"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",[906,907,486,758,544],{"title":2155,"description":2156,"path":2157,"category":1861,"date":659,"updatedAt":659,"sourceType":414,"source":2158,"tags":2159},"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",[625,559,606,627,925],{"title":2161,"description":2162,"path":2163,"category":1861,"date":659,"updatedAt":659,"sourceType":414,"source":2164,"tags":2165},"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",[625,1298,559,437,459],{"title":2167,"description":2168,"path":2169,"category":1654,"date":508,"updatedAt":508,"sourceType":414,"source":1849,"tags":2170},"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",[1211,1212,1214,1213],{"title":2172,"description":2173,"path":2174,"category":1861,"date":632,"updatedAt":632,"sourceType":414,"source":1875,"tags":2175},"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",[495,792,606,510,1124],{"title":2177,"description":2178,"path":2179,"category":1861,"date":420,"updatedAt":420,"sourceType":414,"source":2180,"tags":2181},"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",[635,634,2182,439,636],"threads",{"title":2184,"description":2185,"path":2186,"category":1861,"date":612,"updatedAt":612,"sourceType":414,"source":2187,"tags":2188},"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",[966,853,967,536,440],{"title":2190,"description":2191,"path":2192,"category":1861,"date":420,"updatedAt":420,"sourceType":414,"source":2193,"tags":2194},"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",[1534,2195,2196,1533,459],"snapshot","rotation",{"title":2198,"description":2199,"path":2200,"category":1861,"date":420,"updatedAt":420,"sourceType":414,"source":2060,"tags":2201},"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",[653,460,1405,792,1252],{"title":2203,"description":2204,"path":2205,"category":1861,"date":551,"updatedAt":551,"sourceType":414,"source":2206,"tags":2207},"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",[460,1237,1239,1238,459],{"title":2209,"description":2210,"path":2211,"category":2212,"date":433,"updatedAt":433,"sourceType":704,"source":2213,"tags":2214},"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",[460,2215,824,458],"compliance",{"title":2217,"description":2218,"path":2219,"category":1861,"date":632,"updatedAt":632,"sourceType":414,"source":2193,"tags":2220},"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",[460,1533,758,2221,459],"proxy",{"title":2223,"description":2224,"path":2225,"category":1861,"date":1544,"updatedAt":1544,"sourceType":414,"source":2226,"tags":2227},"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",[653,1547,1023,1546,437],{"title":2229,"description":2230,"path":2231,"category":1861,"date":1544,"updatedAt":1544,"sourceType":414,"source":2232,"tags":2233},"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",[591,617,1553,1237,459],{"title":2235,"description":2236,"path":2237,"category":1861,"date":420,"updatedAt":420,"sourceType":414,"source":2238,"tags":2239},"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",[460,1252,1253,2240,437],"sandbox",{"title":2242,"description":2243,"path":2244,"category":1654,"date":508,"updatedAt":508,"sourceType":414,"source":2050,"tags":2245},"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",[2052,704,679,452,487],{"title":2247,"description":2248,"path":2249,"category":1861,"date":659,"updatedAt":659,"sourceType":414,"source":2238,"tags":2250},"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",[1252,1406,651,635,460],{"title":2252,"description":2253,"path":2254,"category":1861,"date":1544,"updatedAt":1544,"sourceType":414,"source":2255,"tags":2256},"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",[1546,625,1572,1573,2257],"compatibility",{"title":2259,"description":2260,"path":2261,"category":1861,"date":551,"updatedAt":551,"sourceType":414,"source":1906,"tags":2262},"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",[1272,460,510,437,627],{"title":2264,"description":2265,"path":2266,"category":1861,"date":1066,"updatedAt":1066,"sourceType":414,"source":2025,"tags":2267},"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",[437,566,1068,1390,653],{"title":2269,"description":2270,"path":2271,"category":1861,"date":551,"updatedAt":551,"sourceType":414,"source":2272,"tags":2273},"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",[1620,1214,900,437,2027],{"title":2275,"description":2276,"path":2277,"category":1861,"date":551,"updatedAt":551,"sourceType":414,"source":2278,"tags":2279},"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",[1284,1285,1286,1287,1288],{"title":2281,"description":2282,"path":2283,"category":1654,"date":508,"updatedAt":508,"sourceType":414,"source":2050,"tags":2284},"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",[2052,727,2285,2286,741],"phone","tts",{"title":2288,"description":2289,"path":2290,"category":1861,"date":420,"updatedAt":420,"sourceType":414,"source":2291,"tags":2292},"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",[727,1054,1055,606,793],{"title":2294,"description":2295,"path":2296,"category":1654,"date":508,"updatedAt":508,"sourceType":414,"source":1875,"tags":2297},"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",[495,566,1074,713,1961],{"title":2299,"description":2300,"path":2301,"category":1861,"date":1066,"updatedAt":1066,"sourceType":414,"source":2302,"tags":2303},"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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