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往往会持续使用同一套凭据。","/docs/reference/auth-profile-rotation-and-session-pinning",[669,942,1351,633,1352],{"title":1370,"description":1371,"path":1372,"category":1346,"updatedAt":702,"sourceType":509,"tags":1373},"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",[834,1374,722,835,1352],"bootstrapToken",{"title":1376,"description":1377,"path":1378,"category":1352,"updatedAt":628,"sourceType":509,"tags":1379},"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",[1380,632,678,641,1241,631],"templates",{"title":1382,"description":1383,"path":1384,"category":1346,"updatedAt":692,"sourceType":509,"tags":1385},"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",[834,1386,481,1387,1170],"allowFrom","account",{"title":1389,"description":1390,"path":1391,"category":1346,"updatedAt":796,"sourceType":509,"tags":1392},"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",[659,1352,1393,1394],"commands","terminal",{"title":1396,"description":1397,"path":1398,"category":1346,"updatedAt":702,"sourceType":509,"tags":1399},"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",[1400,1401,669,667,1352],"cloudflare-ai-gateway","headers",{"title":1403,"description":1404,"path":422,"category":1405,"updatedAt":593,"sourceType":456,"tags":1406},"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。","社区",[456,1407,460,459],"github",{"title":1409,"description":1410,"path":1411,"category":1346,"updatedAt":796,"sourceType":509,"tags":1412},"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",[493,1352,1413,1414],"settings","options",{"title":1416,"description":1417,"path":1418,"category":1346,"updatedAt":550,"sourceType":509,"tags":1419},"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",[755,834,835,776,1170],{"title":1421,"description":1422,"path":1423,"category":1346,"updatedAt":702,"sourceType":509,"tags":1424},"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",[657,914,1425,1000,1352],"scheduler",{"title":1427,"description":1428,"path":1429,"category":1346,"updatedAt":1109,"sourceType":509,"tags":1430},"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",[538,775,1431,1432,669],"secretref","sessionStorage",{"title":1434,"description":1435,"path":1436,"category":1437,"updatedAt":796,"sourceType":509,"tags":1438},"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",[1439,1440,1441,1189,903],"debugging","debug","runtime-overrides",{"title":1443,"description":1444,"path":1445,"category":1346,"updatedAt":674,"sourceType":509,"tags":1446},"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",[461,1447,1448,1440,1352],"logging","flags",{"title":1450,"description":1451,"path":1452,"category":1346,"updatedAt":674,"sourceType":509,"tags":1453},"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",[696,1454,1455,677,1352],"dmScope","identityLinks",{"title":1457,"description":1458,"path":1459,"category":1346,"updatedAt":674,"sourceType":509,"tags":1460},"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",[1189,1190,461,1461,1352],"migrations",{"title":1463,"description":1464,"path":1465,"category":1346,"updatedAt":674,"sourceType":509,"tags":1466},"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",[1043,493,704,1467,1352],"shell",{"title":1469,"description":1470,"path":1471,"category":1346,"updatedAt":593,"sourceType":476,"tags":1472},"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",[1473,1264,456,1474,1266],"sources","trust",{"title":1476,"description":1477,"path":1478,"category":1346,"updatedAt":550,"sourceType":509,"tags":1479},"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",[479,1480,659,1117,649],"rpc",{"title":1482,"description":1483,"path":1484,"category":1346,"updatedAt":674,"sourceType":509,"tags":1485},"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",[834,835,479,648,1352],{"title":1487,"description":1488,"path":1489,"category":1346,"updatedAt":1109,"sourceType":509,"tags":1490},"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",[696,479,608,538,1352],{"title":1492,"description":1493,"path":1494,"category":1346,"updatedAt":702,"sourceType":509,"tags":1495},"Gateway WebSocket 的 role 和 scope 应该怎么理解","基于最新官方 Gateway Protocol 文档，解释 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为什么不是故障。","/docs/reference/heartbeat-ack-and-visibility-controls",[1163,1509,1510,1511,1352],"visibility","activeHours","alerts",{"title":1513,"description":1514,"path":1515,"category":1346,"updatedAt":692,"sourceType":509,"tags":1516},"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",[1111,1117,1517,479,1352],"sdk",{"title":1519,"description":1520,"path":1521,"category":1346,"updatedAt":692,"sourceType":509,"tags":1522},"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",[493,1523,1141,1524,1352],"include","arrays",{"title":1526,"description":1527,"path":1528,"category":1346,"updatedAt":674,"sourceType":509,"tags":1529},"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",[949,1530,800,529,1352],"invoke",{"title":1532,"description":1533,"path":1534,"category":1346,"updatedAt":702,"sourceType":509,"tags":1535},"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",[483,1536,1537,1538,1539,1352],"hybrid-search","ranking","mmr","retrieval",{"title":1541,"description":1542,"path":1543,"category":1346,"updatedAt":593,"sourceType":509,"tags":1544},"models status --probe 和 auth profiles 应该怎么看","基于最新官方 Models CLI 文档，解释 openclaw models status --probe、--probe-provider 与认证 profile 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的文档更新，正在把自动化问题从“感觉没触发”收敛成更可观测的几层：调度、入队、运行结果、可见性与时间窗口。","/news/openclaw-automation-ops-ladder-watch-2026-03-29","https://docs.openclaw.ai/automation/troubleshooting",[530,1163,657,1617,501],{"title":1935,"description":1936,"path":1937,"category":1911,"date":654,"updatedAt":654,"sourceType":509,"source":1938,"tags":1939},"OpenClaw 正在把 /tasks 做成后台工作总账本，而不是聊天里的附属提示","官方近期补全的 Background Tasks 与 tasks CLI 文档，说明 OpenClaw 的后台任务体系已经从隐式执行，转向更正式的 ledger、审计和清理模型。","/news/openclaw-background-tasks-watch-2026-04-30","https://docs.openclaw.ai/automation/tasks",[656,530,657,658,1290,501],{"title":1941,"description":1942,"path":1943,"category":1911,"date":654,"updatedAt":654,"sourceType":509,"source":1944,"tags":1945},"OpenClaw 的 Amazon Bedrock 接入开始把 Guardrails 正式推到 provider 层","官方近期完善的 Amazon Bedrock 文档，把 AWS credential chain、自动发现和 Guardrails 全部写到了同一页里，说明 Bedrock 正在从能接入走向能治理。","/news/openclaw-bedrock-guardrails-watch-2026-04-30","https://docs.openclaw.ai/providers/bedrock",[665,666,668,667,967],{"title":1947,"description":1948,"path":1949,"category":1911,"date":692,"updatedAt":692,"sourceType":509,"source":1950,"tags":1951},"OpenClaw 开始把 Broadcast Groups 从路由技巧推进成多代理协作入口","官方最新 Broadcast Groups 文档把多 agent 同群运行的触发条件、session 隔离和处理策略写得更完整了，也让它和普通 bindings 的分工更清楚。","/news/openclaw-broadcast-groups-watch-2026-03-25","https://docs.openclaw.ai/channels/broadcast-groups",[694,678,695,677,723],{"title":1953,"description":1954,"path":1955,"category":1911,"date":702,"updatedAt":702,"sourceType":509,"source":1956,"tags":1957},"OpenClaw 的浏览器管理员面正在收成一条完整信任链","官方最近围绕 Pairing、Remote Access、Trusted Proxy Auth 和 Dashboard 的文档更新，正在把浏览器入口从“页面能打开”收敛成“地址、认证、设备与 operator 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",[538,1325,834,552,502],{"title":1959,"description":1960,"path":1961,"category":1911,"date":593,"updatedAt":593,"sourceType":509,"source":1919,"tags":1962},"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",[722,724,800,481,1279],{"title":1964,"description":1965,"path":1966,"category":1763,"date":475,"updatedAt":475,"sourceType":456,"source":1967,"tags":1968},"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",[1643,747,1766,1719],{"title":1970,"description":1971,"path":1972,"category":1911,"date":593,"updatedAt":593,"sourceType":509,"source":1973,"tags":1974},"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",[730,494,739,740,1975,731],"telemetry",{"title":1977,"description":1978,"path":1979,"category":1705,"date":550,"updatedAt":550,"sourceType":509,"source":1980,"tags":1981},"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",[659,479,1480,649,501],{"title":1983,"description":1984,"path":1985,"category":1911,"date":674,"updatedAt":674,"sourceType":509,"source":1986,"tags":1987},"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",[493,1043,676,1988,501],"overrides",{"title":1990,"description":1991,"path":1992,"category":1705,"date":550,"updatedAt":550,"sourceType":509,"source":1899,"tags":1993},"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",[1065,1066,633,483,1994],"continuity",{"title":1996,"description":1997,"path":1998,"category":1705,"date":550,"updatedAt":550,"sourceType":509,"source":1999,"tags":2000},"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",[755,538,1149,834,552],{"title":2002,"description":2003,"path":2004,"category":1911,"date":1109,"updatedAt":1109,"sourceType":509,"source":1925,"tags":2005},"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",[538,632,1431,669,755],{"title":2007,"description":2008,"path":2009,"category":1911,"date":593,"updatedAt":593,"sourceType":509,"source":1925,"tags":2010},"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",[538,608,775,1431,677,2011],"web",{"title":2013,"description":2014,"path":2015,"category":1705,"date":475,"updatedAt":475,"sourceType":456,"source":2016,"tags":2017},"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",[490,494,747,1643],{"title":2019,"description":2020,"path":2021,"category":1911,"date":692,"updatedAt":692,"sourceType":509,"source":2022,"tags":2023},"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",[835,834,775,1183,2024],"rotate",{"title":2026,"description":2027,"path":2028,"category":1911,"date":674,"updatedAt":674,"sourceType":509,"source":2029,"tags":2030},"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",[1189,461,1190,1439,501],{"title":2032,"description":2033,"path":2034,"category":1911,"date":692,"updatedAt":692,"sourceType":509,"source":2029,"tags":2035},"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",[1189,1190,1040,1267,461],{"title":2037,"description":2038,"path":2039,"category":2040,"date":475,"updatedAt":475,"sourceType":456,"source":2041,"tags":2042},"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",[2043,2044,2045,2046],"education","adoption","ai-tutor","higher-education",{"title":2048,"description":2049,"path":2050,"category":2040,"date":475,"updatedAt":475,"sourceType":456,"source":2051,"tags":2052},"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",[500,1645,529,1643],{"title":2054,"description":2055,"path":2056,"category":1705,"date":550,"updatedAt":550,"sourceType":509,"source":2057,"tags":2058},"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",[494,730,585,587,748],{"title":2060,"description":2061,"path":2062,"category":1911,"date":654,"updatedAt":654,"sourceType":509,"source":2063,"tags":2064},"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",[812,813,814,815,481,816],{"title":2066,"description":2067,"path":2068,"category":1911,"date":692,"updatedAt":692,"sourceType":509,"source":2069,"tags":2070},"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",[479,834,2071,775,648],"pending",{"title":2073,"description":2074,"path":2075,"category":1911,"date":1109,"updatedAt":1109,"sourceType":509,"source":2076,"tags":2077},"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",[479,696,608,538,2078],"state",{"title":2080,"description":2081,"path":2082,"category":1911,"date":692,"updatedAt":692,"sourceType":509,"source":2083,"tags":2084},"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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的顺序正在被官方主动写清。","/news/openclaw-include-merge-boundary-watch-2026-03-25","https://docs.openclaw.ai/gateway/configuration",[493,1523,1141,1524,501],{"title":2098,"description":2099,"path":2100,"category":1705,"date":550,"updatedAt":550,"sourceType":509,"source":2101,"tags":2102},"OpenClaw 官方 Showcase 基础设施观察：Home Assistant、Nix 与远程文件流转正在成为高频落地方向","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得关注的基础设施与部署类案例，观察 OpenClaw 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",[2103,1645,2104,2105,2106],"showcase","home-assistant","nix","infrastructure",{"title":2108,"description":2109,"path":2110,"category":1911,"date":674,"updatedAt":674,"sourceType":509,"source":2111,"tags":2112},"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 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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",[2103,483,783,2140,2141],"vector-search","knowledge",{"title":2143,"description":2144,"path":2145,"category":1911,"date":692,"updatedAt":692,"sourceType":509,"source":2146,"tags":2147},"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",[1503,695,722,724,790],{"title":2149,"description":2150,"path":2151,"category":1911,"date":674,"updatedAt":674,"sourceType":509,"source":2152,"tags":2153},"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",[853,608,677,857,481],{"title":2155,"description":2156,"path":2157,"category":1911,"date":593,"updatedAt":593,"sourceType":509,"source":1980,"tags":2158},"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",[601,1545,667,669,1226],{"title":2160,"description":2161,"path":2162,"category":1911,"date":692,"updatedAt":692,"sourceType":509,"source":2163,"tags":2164},"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",[1279,776,755,834,552],{"title":2177,"description":2178,"path":2179,"category":1911,"date":702,"updatedAt":702,"sourceType":509,"source":2180,"tags":2181},"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",[538,608,1117,1279,649],{"title":2183,"description":2184,"path":2185,"category":1911,"date":692,"updatedAt":692,"sourceType":509,"source":2022,"tags":2186},"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",[834,1386,481,1387,501],{"title":2188,"description":2189,"path":2190,"category":1705,"date":550,"updatedAt":550,"sourceType":509,"source":2191,"tags":2192},"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",[585,747,587,456,748],{"title":2194,"description":2195,"path":2196,"category":1911,"date":593,"updatedAt":593,"sourceType":509,"source":2197,"tags":2198},"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",[585,730,1557,1558,1266],{"title":2200,"description":2201,"path":2202,"category":1911,"date":593,"updatedAt":593,"sourceType":509,"source":2203,"tags":2204},"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",[948,949,529,800,586],{"title":2206,"description":2207,"path":2208,"category":1911,"date":702,"updatedAt":702,"sourceType":509,"source":2209,"tags":2210},"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",[667,601,648,669,967],{"title":2212,"description":2213,"path":2214,"category":1911,"date":702,"updatedAt":702,"sourceType":509,"source":2215,"tags":2216},"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",[667,1351,601,479,501],{"title":2218,"description":2219,"path":2220,"category":1705,"date":550,"updatedAt":550,"sourceType":509,"source":1899,"tags":2221},"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",[1264,1265,1267,1266],{"title":2223,"description":2224,"path":2225,"category":1911,"date":674,"updatedAt":674,"sourceType":509,"source":1925,"tags":2226},"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",[538,834,648,552,1170],{"title":2228,"description":2229,"path":2230,"category":1911,"date":692,"updatedAt":692,"sourceType":509,"source":2231,"tags":2232},"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",[677,676,2233,481,678],"threads",{"title":2235,"description":2236,"path":2237,"category":1911,"date":654,"updatedAt":654,"sourceType":509,"source":2238,"tags":2239},"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",[1008,895,1009,578,482],{"title":2241,"description":2242,"path":2243,"category":1911,"date":692,"updatedAt":692,"sourceType":509,"source":2244,"tags":2245},"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",[1585,2246,2247,1584,501],"snapshot","rotation",{"title":2249,"description":2250,"path":2251,"category":1911,"date":692,"updatedAt":692,"sourceType":509,"source":2111,"tags":2252},"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",[696,502,1454,834,1305],{"title":2254,"description":2255,"path":2256,"category":1911,"date":593,"updatedAt":593,"sourceType":509,"source":2257,"tags":2258},"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",[502,1290,1292,1291,501],{"title":2260,"description":2261,"path":2262,"category":2263,"date":475,"updatedAt":475,"sourceType":456,"source":2264,"tags":2265},"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",[502,2266,866,500],"compliance",{"title":2268,"description":2269,"path":2270,"category":1911,"date":674,"updatedAt":674,"sourceType":509,"source":2244,"tags":2271},"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",[502,1584,800,2272,501],"proxy",{"title":2274,"description":2275,"path":2276,"category":1911,"date":1595,"updatedAt":1595,"sourceType":509,"source":2277,"tags":2278},"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",[696,1598,1066,1597,479],{"title":2280,"description":2281,"path":2282,"category":1911,"date":1595,"updatedAt":1595,"sourceType":509,"source":2283,"tags":2284},"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",[633,659,1604,1290,501],{"title":2286,"description":2287,"path":2288,"category":1911,"date":692,"updatedAt":692,"sourceType":509,"source":2289,"tags":2290},"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",[502,1305,1306,2291,479],"sandbox",{"title":2293,"description":2294,"path":2295,"category":1705,"date":550,"updatedAt":550,"sourceType":509,"source":2101,"tags":2296},"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",[2103,456,722,494,530],{"title":2298,"description":2299,"path":2300,"category":1911,"date":702,"updatedAt":702,"sourceType":509,"source":2289,"tags":2301},"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",[1305,1455,694,677,502],{"title":2303,"description":2304,"path":2305,"category":1911,"date":1595,"updatedAt":1595,"sourceType":509,"source":2306,"tags":2307},"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",[1597,667,1623,1624,2308],"compatibility",{"title":2310,"description":2311,"path":2312,"category":1911,"date":593,"updatedAt":593,"sourceType":509,"source":1956,"tags":2313},"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",[1325,502,552,479,669],{"title":2315,"description":2316,"path":2317,"category":1911,"date":1109,"updatedAt":1109,"sourceType":509,"source":2076,"tags":2318},"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",[479,608,1111,1439,696],{"title":2320,"description":2321,"path":2322,"category":1911,"date":593,"updatedAt":593,"sourceType":509,"source":2323,"tags":2324},"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",[1671,1267,942,479,2078],{"title":2326,"description":2327,"path":2328,"category":1911,"date":593,"updatedAt":593,"sourceType":509,"source":2329,"tags":2330},"OpenClaw 更新观察：stable、beta、dev 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