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openclaw approvals 在本机、Gateway 和 Node 上分别管理什么，以及 per-agent allowlist 最值得先守住哪些边界。","/docs/reference/approvals-cli-and-allowlist",[703,823,701,384,1258,1246],"node",{"title":1260,"description":1261,"path":1262,"category":1240,"updatedAt":604,"sourceType":359,"tags":1263},"认证配置文件怎么轮转，为什么 session 会“粘住”同一套凭据","基于最新官方 Model Failover 文档，解释 OpenClaw 在同一 provider 内如何轮转 auth profiles、什么情况下会进入 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",[364,845,1245,536,1246],{"title":1265,"description":1266,"path":1267,"category":1240,"updatedAt":604,"sourceType":359,"tags":1268},"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",[737,1269,624,738,1246],"bootstrapToken",{"title":1271,"description":1272,"path":1273,"category":1246,"updatedAt":531,"sourceType":359,"tags":1274},"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",[1275,535,580,544,1144,534],"templates",{"title":1277,"description":1278,"path":1279,"category":1240,"updatedAt":594,"sourceType":359,"tags":1280},"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",[737,1281,386,1282,1073],"allowFrom","account",{"title":1284,"description":1285,"path":1286,"category":1240,"updatedAt":699,"sourceType":359,"tags":1287},"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",[562,1246,1288,1289],"commands","terminal",{"title":1291,"description":1292,"path":1293,"category":1240,"updatedAt":604,"sourceType":359,"tags":1294},"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",[1295,1296,364,570,1246],"cloudflare-ai-gateway","headers",{"title":1298,"description":1299,"path":1300,"category":1301,"updatedAt":367,"sourceType":649,"tags":1302},"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",[649,1303,1304,1305],"github","issues","feedback",{"title":1307,"description":1308,"path":1309,"category":1240,"updatedAt":699,"sourceType":359,"tags":1310},"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",[398,1246,1311,1312],"settings","options",{"title":1314,"description":1315,"path":1316,"category":1240,"updatedAt":454,"sourceType":359,"tags":1317},"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",[658,737,738,679,1073],{"title":1319,"description":1320,"path":1321,"category":1240,"updatedAt":604,"sourceType":359,"tags":1322},"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",[560,817,1323,903,1246],"scheduler",{"title":1325,"description":1326,"path":1327,"category":1240,"updatedAt":1012,"sourceType":359,"tags":1328},"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",[441,678,1329,1330,364],"secretref","sessionStorage",{"title":1332,"description":1333,"path":1334,"category":1335,"updatedAt":699,"sourceType":359,"tags":1336},"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",[1337,1338,1339,1092,806],"debugging","debug","runtime-overrides",{"title":1341,"description":1342,"path":1343,"category":1240,"updatedAt":576,"sourceType":359,"tags":1344},"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",[1252,1345,1346,1338,1246],"logging","flags",{"title":1348,"description":1349,"path":1350,"category":1240,"updatedAt":576,"sourceType":359,"tags":1351},"dmScope 和 identityLinks 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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[946,398,606,1365,1246],"shell",{"title":1367,"description":1368,"path":1369,"category":1240,"updatedAt":367,"sourceType":381,"tags":1370},"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",[1371,1167,649,1372,1169],"sources","trust",{"title":1374,"description":1375,"path":1376,"category":1240,"updatedAt":454,"sourceType":359,"tags":1377},"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",[384,1378,562,1020,552],"rpc",{"title":1380,"description":1381,"path":1382,"category":1240,"updatedAt":576,"sourceType":359,"tags":1383},"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",[737,738,384,551,1246],{"title":1385,"description":1386,"path":1387,"category":1240,"updatedAt":1012,"sourceType":359,"tags":1388},"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",[598,384,511,441,1246],{"title":1390,"description":1391,"path":1392,"category":1240,"updatedAt":604,"sourceType":359,"tags":1393},"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",[384,1020,1394,1395,1246],"protocol","scopes",{"title":1397,"description":1398,"path":1399,"category":1240,"updatedAt":594,"sourceType":359,"tags":1400},"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",[597,1401,579,823,756],"mention",{"title":1403,"description":1404,"path":1405,"category":1240,"updatedAt":604,"sourceType":359,"tags":1406},"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",[1066,1407,1408,1409,1246],"visibility","activeHours","alerts",{"title":1411,"description":1412,"path":1413,"category":1240,"updatedAt":594,"sourceType":359,"tags":1414},"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",[1014,1020,1415,384,1246],"sdk",{"title":1417,"description":1418,"path":1419,"category":1240,"updatedAt":594,"sourceType":359,"tags":1420},"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",[398,1421,1044,1422,1246],"include","arrays",{"title":1424,"description":1425,"path":1426,"category":1240,"updatedAt":576,"sourceType":359,"tags":1427},"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",[852,1428,703,432,1246],"invoke",{"title":1430,"description":1431,"path":1432,"category":1240,"updatedAt":604,"sourceType":359,"tags":1433},"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",[388,1434,1435,1436,1437,1246],"hybrid-search","ranking","mmr","retrieval",{"title":1439,"description":1440,"path":1441,"category":1240,"updatedAt":367,"sourceType":359,"tags":1442},"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",[504,1443,364,570,1246],"probe",{"title":1445,"description":1446,"path":1447,"category":1240,"updatedAt":941,"sourceType":359,"tags":1448},"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",[737,738,1281,1449,1073],"credentials",{"title":1451,"description":1452,"path":1453,"category":1240,"updatedAt":367,"sourceType":359,"tags":1454},"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",[489,632,1455,1456,1169,1246],"npm","pin",{"title":1458,"description":1459,"path":1460,"category":1335,"updatedAt":454,"sourceType":359,"tags":1461},"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",[1337,1462,806,570,769],"raw-stream",{"title":1464,"description":1465,"path":1466,"category":1240,"updatedAt":604,"sourceType":359,"tags":1467},"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",[456,1468,364,384,1246],"tlsFingerprint",{"title":1470,"description":1471,"path":1472,"category":1240,"updatedAt":604,"sourceType":359,"tags":1473},"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",[598,365,1352,737,823],{"title":1490,"description":1491,"path":1492,"category":1240,"updatedAt":1493,"sourceType":359,"tags":1494},"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",[598,1495,1496,969,1246],"transcript","jsonl",{"title":1498,"description":1499,"path":1500,"category":1240,"updatedAt":1493,"sourceType":359,"tags":1501},"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",[441,362,737,456,365],{"title":1856,"description":1857,"path":1858,"category":1809,"date":367,"updatedAt":367,"sourceType":359,"source":1817,"tags":1859},"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",[624,626,703,386,1182],{"title":1861,"description":1862,"path":1863,"category":1661,"date":380,"updatedAt":380,"sourceType":649,"source":1864,"tags":1865},"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",[1541,650,1664,1617],{"title":1867,"description":1868,"path":1869,"category":1809,"date":367,"updatedAt":367,"sourceType":359,"source":1870,"tags":1871},"OpenClaw ClawHub 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拆成更清楚的层。","/news/openclaw-configuration-layering-watch-2026-03-22","https://docs.openclaw.ai/help/environment",[398,946,578,1885,406],"overrides",{"title":1887,"description":1888,"path":1889,"category":1603,"date":454,"updatedAt":454,"sourceType":359,"source":1797,"tags":1890},"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",[968,969,536,388,1891],"continuity",{"title":1893,"description":1894,"path":1895,"category":1603,"date":454,"updatedAt":454,"sourceType":359,"source":1896,"tags":1897},"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",[658,441,1052,737,456],{"title":1899,"description":1900,"path":1901,"category":1809,"date":1012,"updatedAt":1012,"sourceType":359,"source":1823,"tags":1902},"OpenClaw 正在把 Dashboard bootstrap 写成更安全的默认路径","官方最新 Dashboard 文档更明确地说明了 openclaw dashboard 在 localhost、SecretRef token 和 headless 环境里的引导行为，也让它更像正式控制面入口。","/news/openclaw-dashboard-bootstrap-watch-2026-03-26",[441,535,1329,364,658],{"title":1904,"description":1905,"path":1906,"category":1809,"date":367,"updatedAt":367,"sourceType":359,"source":1823,"tags":1907},"OpenClaw Web 控制面观察：Dashboard 与 WebChat 的认证引导和回流边界正在变清楚","基于 2026 年 3 月 24 日可见的官方 dashboard CLI、Web Dashboard 与 WebChat 文档，最近 Web 控制面最值得关注的变化是认证引导、SecretRef token 处理和 WebChat 回流边界正在被主动写清。","/news/openclaw-dashboard-webchat-auth-watch-2026-03-24",[441,511,678,1329,579,1908],"web",{"title":1910,"description":1911,"path":1912,"category":1603,"date":380,"updatedAt":380,"sourceType":649,"source":1913,"tags":1914},"OpenClaw 开发者生态扩张观察：中文技能与本地工作流成为新增长点","基于 2026 年 3 月 16 日临时素材，整理 OpenClaw 开发者生态在中文社区中的扩展方向，重点关注中文技能、本地平台集成与企业工作流落地。","/news/openclaw-developer-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-developer-ecosystem-expansion.md",[395,399,650,1541],{"title":1916,"description":1917,"path":1918,"category":1809,"date":594,"updatedAt":594,"sourceType":359,"source":1919,"tags":1920},"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",[738,737,678,1086,1921],"rotate",{"title":1923,"description":1924,"path":1925,"category":1809,"date":576,"updatedAt":576,"sourceType":359,"source":1926,"tags":1927},"OpenClaw 的诊断与修复工作流正在成型","官方最近围绕 Doctor、Diagnostics Flags、Debugging 和 sessions cleanup 的文档更新，正在把 OpenClaw 的排障方式从“看日志猜”推进到更清楚的 repair ladder。","/news/openclaw-diagnostics-repair-watch-2026-03-22","https://docs.openclaw.ai/doctor",[1092,1252,1093,1337,406],{"title":1929,"description":1930,"path":1931,"category":1809,"date":594,"updatedAt":594,"sourceType":359,"source":1926,"tags":1932},"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",[1092,1093,943,1170,1252],{"title":1934,"description":1935,"path":1936,"category":1937,"date":380,"updatedAt":380,"sourceType":649,"source":1938,"tags":1939},"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",[1940,1941,1942,1943],"education","adoption","ai-tutor","higher-education",{"title":1945,"description":1946,"path":1947,"category":1937,"date":380,"updatedAt":380,"sourceType":649,"source":1948,"tags":1949},"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",[405,1543,432,1541],{"title":1951,"description":1952,"path":1953,"category":1603,"date":454,"updatedAt":454,"sourceType":359,"source":1954,"tags":1955},"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",[399,632,489,491,651],{"title":1957,"description":1958,"path":1959,"category":1809,"date":557,"updatedAt":557,"sourceType":359,"source":1960,"tags":1961},"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",[715,716,717,718,386,719],{"title":1963,"description":1964,"path":1965,"category":1809,"date":594,"updatedAt":594,"sourceType":359,"source":1966,"tags":1967},"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",[384,737,1968,678,551],"pending",{"title":1970,"description":1971,"path":1972,"category":1809,"date":1012,"updatedAt":1012,"sourceType":359,"source":1973,"tags":1974},"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",[384,598,511,441,1975],"state",{"title":1977,"description":1978,"path":1979,"category":1809,"date":594,"updatedAt":594,"sourceType":359,"source":1980,"tags":1981},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 顺序写得更完整了，也让“没回”和“没进系统”首次更容易区分。","/news/openclaw-group-policy-watch-2026-03-25","https://docs.openclaw.ai/channels/groups",[597,1401,823,756,579],{"title":1983,"description":1984,"path":1985,"category":1809,"date":604,"updatedAt":604,"sourceType":359,"source":1980,"tags":1986},"OpenClaw 正在把群触发从“@一下就行”写成更完整的治理链","官方最近围绕 Groups、Group Messages 和 Broadcast Groups 的文档更新，正在把 reply-to implicit mention、pending history、forum topic session key 和 shared-group rollout 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在家庭服务器、可复现部署和远程实例运维上的真实应用。","/news/openclaw-infra-showcase-watch-2026-03-21","https://docs.openclaw.ai/start/showcase",[2000,1543,2001,2002,2003],"showcase","home-assistant","nix","infrastructure",{"title":2005,"description":2006,"path":2007,"category":1809,"date":576,"updatedAt":576,"sourceType":359,"source":2008,"tags":2009},"OpenClaw 的长期会话治理能力正在变完整","官方最近围绕 session、memory、compaction 和 secure DM mode 的文档更新，正在把长期连续性、上下文边界和重置策略拼成一条更完整的治理链。","/news/openclaw-long-session-governance-watch-2026-03-22","https://docs.openclaw.ai/concepts/session",[536,388,969,1891,870],{"title":2011,"description":2012,"path":2013,"category":1809,"date":576,"updatedAt":576,"sourceType":359,"source":2014,"tags":2015},"OpenClaw 的后台维护生命周期正在变清楚","官方最近围绕 cron、sessions cleanup、doctor 和 retention 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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 文档，最近节点层最值得关注的变化之一是能力宿主边界正在被主动拆清。","/news/openclaw-node-host-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes",[551,736,384,737,738],{"title":2063,"description":2064,"path":2065,"category":1603,"date":454,"updatedAt":454,"sourceType":359,"source":2066,"tags":2067},"OpenClaw 接入观察：从 2026.1.29 的迁移信号到现在的 Onboarding Wizard，官方已经把“第一次跑通”做成更完整链路","基于 2026 年 3 月 21 日可见的官方 Onboarding、Install 与 Releases 页面，整理 OpenClaw 从命名迁移、路径自动迁移到本地/远程 wizard 分流这条接入链路最近最值得注意的变化。","/news/openclaw-onboarding-migration-watch-2026-03-21","https://docs.openclaw.ai/start/wizard",[440,1588,864,1589,1170],{"title":2069,"description":2070,"path":2071,"category":1809,"date":1012,"updatedAt":1012,"sourceType":359,"source":1896,"tags":2072},"OpenClaw 的远程 operator 正在从“谁都能开网页”转向浏览器级交接管理","随着 Dashboard、Control UI 和 device pairing 文档持续补强，官方越来越清楚地把浏览器 profile、设备 pairing 和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1182,679,658,737,456],{"title":2074,"description":2075,"path":2076,"category":1809,"date":604,"updatedAt":604,"sourceType":359,"source":2077,"tags":2078},"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",[441,511,1020,1182,552],{"title":2080,"description":2081,"path":2082,"category":1809,"date":594,"updatedAt":594,"sourceType":359,"source":1919,"tags":2083},"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",[737,1281,386,1282,406],{"title":2085,"description":2086,"path":2087,"category":1603,"date":454,"updatedAt":454,"sourceType":359,"source":2088,"tags":2089},"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",[489,650,491,649,651],{"title":2091,"description":2092,"path":2093,"category":1809,"date":367,"updatedAt":367,"sourceType":359,"source":2094,"tags":2095},"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",[489,632,1455,1456,1169],{"title":2097,"description":2098,"path":2099,"category":1809,"date":367,"updatedAt":367,"sourceType":359,"source":2100,"tags":2101},"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",[851,852,432,703,490],{"title":2103,"description":2104,"path":2105,"category":1809,"date":604,"updatedAt":604,"sourceType":359,"source":2106,"tags":2107},"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",[570,504,551,364,870],{"title":2109,"description":2110,"path":2111,"category":1809,"date":604,"updatedAt":604,"sourceType":359,"source":2112,"tags":2113},"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",[570,1245,504,384,406],{"title":2115,"description":2116,"path":2117,"category":1603,"date":454,"updatedAt":454,"sourceType":359,"source":1797,"tags":2118},"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",[1167,1168,1170,1169],{"title":2120,"description":2121,"path":2122,"category":1809,"date":576,"updatedAt":576,"sourceType":359,"source":1823,"tags":2123},"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",[441,737,551,456,1073],{"title":2125,"description":2126,"path":2127,"category":1809,"date":594,"updatedAt":594,"sourceType":359,"source":2128,"tags":2129},"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",[579,578,2130,386,580],"threads",{"title":2132,"description":2133,"path":2134,"category":1809,"date":557,"updatedAt":557,"sourceType":359,"source":2135,"tags":2136},"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",[911,798,912,482,387],{"title":2138,"description":2139,"path":2140,"category":1809,"date":594,"updatedAt":594,"sourceType":359,"source":2141,"tags":2142},"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",[1483,2143,2144,1482,406],"snapshot","rotation",{"title":2146,"description":2147,"path":2148,"category":1809,"date":594,"updatedAt":594,"sourceType":359,"source":2008,"tags":2149},"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",[598,365,1352,737,1204],{"title":2151,"description":2152,"path":2153,"category":1809,"date":367,"updatedAt":367,"sourceType":359,"source":2154,"tags":2155},"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",[365,1189,1191,1190,406],{"title":2157,"description":2158,"path":2159,"category":2160,"date":380,"updatedAt":380,"sourceType":649,"source":2161,"tags":2162},"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",[365,2163,769,405],"compliance",{"title":2165,"description":2166,"path":2167,"category":1809,"date":576,"updatedAt":576,"sourceType":359,"source":2141,"tags":2168},"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",[365,1482,703,2169,406],"proxy",{"title":2171,"description":2172,"path":2173,"category":1809,"date":1493,"updatedAt":1493,"sourceType":359,"source":2174,"tags":2175},"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",[598,1496,969,1495,384],{"title":2177,"description":2178,"path":2179,"category":1809,"date":1493,"updatedAt":1493,"sourceType":359,"source":2180,"tags":2181},"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",[536,562,1502,1189,406],{"title":2183,"description":2184,"path":2185,"category":1809,"date":594,"updatedAt":594,"sourceType":359,"source":2186,"tags":2187},"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",[365,1204,1205,2188,384],"sandbox",{"title":2190,"description":2191,"path":2192,"category":1603,"date":454,"updatedAt":454,"sourceType":359,"source":1998,"tags":2193},"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",[2000,649,624,399,433],{"title":2195,"description":2196,"path":2197,"category":1809,"date":604,"updatedAt":604,"sourceType":359,"source":2186,"tags":2198},"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",[1204,1353,596,579,365],{"title":2200,"description":2201,"path":2202,"category":1809,"date":1493,"updatedAt":1493,"sourceType":359,"source":2203,"tags":2204},"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",[1495,570,1521,1522,2205],"compatibility",{"title":2207,"description":2208,"path":2209,"category":1809,"date":367,"updatedAt":367,"sourceType":359,"source":357,"tags":2210},"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",[362,365,456,384,364],{"title":2212,"description":2213,"path":2214,"category":1809,"date":1012,"updatedAt":1012,"sourceType":359,"source":1973,"tags":2215},"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",[384,511,1014,1337,598],{"title":2217,"description":2218,"path":2219,"category":1809,"date":367,"updatedAt":367,"sourceType":359,"source":2220,"tags":2221},"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",[1569,1170,845,384,1975],{"title":2223,"description":2224,"path":2225,"category":1809,"date":367,"updatedAt":367,"sourceType":359,"source":2226,"tags":2227},"OpenClaw 更新观察：stable、beta、dev 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