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做人工批准。","/docs/reference/bootstrap-code-and-pair-pending",[860,1359,755,861,1335],"bootstrapToken",{"title":1361,"description":1362,"path":1363,"category":1329,"updatedAt":724,"sourceType":521,"tags":1364},"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",[860,1365,548,1366,1153],"allowFrom","account",{"title":1368,"description":1369,"path":1370,"category":1329,"updatedAt":575,"sourceType":521,"tags":1371},"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",[993,1335,1372,1373],"commands","terminal",{"title":1375,"description":1376,"path":1377,"category":1329,"updatedAt":734,"sourceType":521,"tags":1378},"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",[1379,1380,809,820,1335],"cloudflare-ai-gateway","headers",{"title":1382,"description":1383,"path":1384,"category":1385,"updatedAt":658,"sourceType":780,"tags":1386},"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",[780,1387,1388,1389],"github","issues","feedback",{"title":1391,"description":1392,"path":1393,"category":1329,"updatedAt":575,"sourceType":521,"tags":1394},"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",[560,1335,1395,1396],"settings","options",{"title":1398,"description":1399,"path":1400,"category":1329,"updatedAt":615,"sourceType":521,"tags":1401},"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",[789,860,861,811,1153],{"title":1403,"description":1404,"path":1405,"category":1329,"updatedAt":734,"sourceType":521,"tags":1406},"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",[1138,940,1407,1408,1335],"scheduler","queue",{"title":1410,"description":1411,"path":1412,"category":1329,"updatedAt":1091,"sourceType":521,"tags":1413},"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",[603,810,1414,1415,809],"secretref","sessionStorage",{"title":1417,"description":1418,"path":1419,"category":1420,"updatedAt":575,"sourceType":521,"tags":1421},"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",[1422,1423,1424,1172,929],"debugging","debug","runtime-overrides",{"title":1426,"description":1427,"path":1428,"category":1329,"updatedAt":707,"sourceType":521,"tags":1429},"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",[1341,1430,1431,1423,1335],"logging","flags",{"title":1433,"description":1434,"path":1435,"category":1329,"updatedAt":707,"sourceType":521,"tags":1436},"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",[728,1437,1438,710,1335],"dmScope","identityLinks",{"title":1440,"description":1441,"path":1442,"category":1329,"updatedAt":707,"sourceType":521,"tags":1443},"doctor 的 repair、force 和 non-interactive 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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",[546,1463,993,1099,702],"rpc",{"title":1465,"description":1466,"path":1467,"category":1329,"updatedAt":707,"sourceType":521,"tags":1468},"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",[860,861,546,701,1335],{"title":1470,"description":1471,"path":1472,"category":1329,"updatedAt":1091,"sourceType":521,"tags":1473},"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",[728,546,673,603,1335],{"title":1475,"description":1476,"path":1477,"category":1329,"updatedAt":734,"sourceType":521,"tags":1478},"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",[546,1099,1479,1480,1335],"protocol","scopes",{"title":1482,"description":1483,"path":1484,"category":1329,"updatedAt":724,"sourceType":521,"tags":1485},"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",[727,1486,710,946,879],"mention",{"title":1488,"description":1489,"path":1490,"category":1329,"updatedAt":734,"sourceType":521,"tags":1491},"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",[1146,1492,1493,1494,1335],"visibility","activeHours","alerts",{"title":1496,"description":1497,"path":1498,"category":1329,"updatedAt":724,"sourceType":521,"tags":1499},"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",[1093,1099,1500,546,1335],"sdk",{"title":1502,"description":1503,"path":1504,"category":1329,"updatedAt":724,"sourceType":521,"tags":1505},"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",[560,1506,1123,1507,1335],"include","arrays",{"title":1509,"description":1510,"path":1511,"category":1329,"updatedAt":707,"sourceType":521,"tags":1512},"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",[966,1513,835,595,1335],"invoke",{"title":1515,"description":1516,"path":1517,"category":1329,"updatedAt":734,"sourceType":521,"tags":1518},"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",[550,1519,1520,1521,1522,1335],"hybrid-search","ranking","mmr","retrieval",{"title":1524,"description":1525,"path":1526,"category":1329,"updatedAt":658,"sourceType":521,"tags":1527},"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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文件当成一团无结构日志。","/docs/reference/session-jsonl-and-compaction-entries","2026-04-01",[728,1581,1582,1048,1335],"transcript","jsonl",{"title":1584,"description":1585,"path":1586,"category":1329,"updatedAt":1579,"sourceType":521,"tags":1587},"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 巡检入口。","/docs/reference/sessions-cli-store-scope-and-audit",[848,993,1588,1273,568],"store",{"title":1590,"description":1591,"path":1592,"category":1329,"updatedAt":734,"sourceType":521,"tags":1593},"哪些配置会被官方当成 shared-user ingress 信号","基于最新官方 security audit 文档，解释 OpenClaw 为什么会把开放 DM、群目标和 wildcard sender 规则识别成 shared-user ingress 信号，以及这些提醒真正想让你检查什么。","/docs/reference/shared-user-ingress-signals",[569,1288,1273,1594,1335],"ingress",{"title":1596,"description":1597,"path":1598,"category":1329,"updatedAt":615,"sourceType":521,"tags":1599},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 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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",[1627,781,1752,1705],{"title":1937,"description":1938,"path":1939,"category":1890,"date":658,"updatedAt":658,"sourceType":521,"source":1940,"tags":1941},"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",[763,561,772,773,1942,764],"telemetry",{"title":1944,"description":1945,"path":1946,"category":1692,"date":615,"updatedAt":615,"sourceType":521,"source":1947,"tags":1948},"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",[993,546,1463,702,568],{"title":1950,"description":1951,"path":1952,"category":1890,"date":707,"updatedAt":707,"sourceType":521,"source":1953,"tags":1954},"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",[560,1034,709,1955,568],"overrides",{"title":1957,"description":1958,"path":1959,"category":1692,"date":615,"updatedAt":615,"sourceType":521,"source":1884,"tags":1960},"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",[1047,1048,848,550,1961],"continuity",{"title":1963,"description":1964,"path":1965,"category":1692,"date":615,"updatedAt":615,"sourceType":521,"source":1966,"tags":1967},"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",[789,603,1131,860,617],{"title":1969,"description":1970,"path":1971,"category":1890,"date":1091,"updatedAt":1091,"sourceType":521,"source":1904,"tags":1972},"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",[603,1973,1414,809,789],"bootstrap",{"title":1975,"description":1976,"path":1977,"category":1890,"date":658,"updatedAt":658,"sourceType":521,"source":1904,"tags":1978},"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",[603,673,810,1414,710,1979],"web",{"title":1981,"description":1982,"path":1983,"category":1692,"date":542,"updatedAt":542,"sourceType":780,"source":1984,"tags":1985},"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",[557,561,781,1627],{"title":1987,"description":1988,"path":1989,"category":1890,"date":724,"updatedAt":724,"sourceType":521,"source":1990,"tags":1991},"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",[861,860,810,1166,1992],"rotate",{"title":1994,"description":1995,"path":1996,"category":1890,"date":707,"updatedAt":707,"sourceType":521,"source":1997,"tags":1998},"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",[1172,1341,1173,1422,568],{"title":2000,"description":2001,"path":2002,"category":1890,"date":724,"updatedAt":724,"sourceType":521,"source":1997,"tags":2003},"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",[1172,1173,1031,1251,1341],{"title":2005,"description":2006,"path":2007,"category":2008,"date":542,"updatedAt":542,"sourceType":780,"source":2009,"tags":2010},"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",[2011,2012,2013,2014],"education","adoption","ai-tutor","higher-education",{"title":2016,"description":2017,"path":2018,"category":2008,"date":542,"updatedAt":542,"sourceType":780,"source":2019,"tags":2020},"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",[567,1629,595,1627],{"title":2022,"description":2023,"path":2024,"category":1692,"date":615,"updatedAt":615,"sourceType":521,"source":2025,"tags":2026},"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",[561,763,650,652,782],{"title":2028,"description":2029,"path":2030,"category":1890,"date":724,"updatedAt":724,"sourceType":521,"source":2031,"tags":2032},"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",[546,860,2033,810,701],"pending",{"title":2035,"description":2036,"path":2037,"category":1890,"date":1091,"updatedAt":1091,"sourceType":521,"source":2038,"tags":2039},"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 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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",[1263,811,789,860,617],{"title":2140,"description":2141,"path":2142,"category":1890,"date":734,"updatedAt":734,"sourceType":521,"source":2143,"tags":2144},"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",[603,673,1099,1263,702],{"title":2146,"description":2147,"path":2148,"category":1890,"date":724,"updatedAt":724,"sourceType":521,"source":1990,"tags":2149},"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",[860,1365,548,1366,568],{"title":2151,"description":2152,"path":2153,"category":1692,"date":615,"updatedAt":615,"sourceType":521,"source":2154,"tags":2155},"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",[650,781,652,780,782],{"title":2157,"description":2158,"path":2159,"category":1890,"date":658,"updatedAt":658,"sourceType":521,"source":2160,"tags":2161},"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",[650,763,1540,1541,1250],{"title":2163,"description":2164,"path":2165,"category":1890,"date":658,"updatedAt":658,"sourceType":521,"source":2166,"tags":2167},"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",[965,966,595,835,651],{"title":2169,"description":2170,"path":2171,"category":1890,"date":734,"updatedAt":734,"sourceType":521,"source":2172,"tags":2173},"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",[820,666,701,809,972],{"title":2175,"description":2176,"path":2177,"category":1890,"date":734,"updatedAt":734,"sourceType":521,"source":2178,"tags":2179},"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",[820,1334,666,546,568],{"title":2181,"description":2182,"path":2183,"category":1692,"date":615,"updatedAt":615,"sourceType":521,"source":1884,"tags":2184},"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",[1248,1249,1251,1250],{"title":2186,"description":2187,"path":2188,"category":1890,"date":707,"updatedAt":707,"sourceType":521,"source":1904,"tags":2189},"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",[603,860,701,617,1153],{"title":2191,"description":2192,"path":2193,"category":1890,"date":724,"updatedAt":724,"sourceType":521,"source":2194,"tags":2195},"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",[710,709,2196,548,711],"threads",{"title":2198,"description":2199,"path":2200,"category":1890,"date":724,"updatedAt":724,"sourceType":521,"source":2201,"tags":2202},"OpenClaw Secret 观察：active snapshot 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三段式加固路径。","/news/openclaw-security-audit-fix-watch-2026-03-24","https://docs.openclaw.ai/gateway/security",[569,1273,1275,1274,568],{"title":2217,"description":2218,"path":2219,"category":2220,"date":542,"updatedAt":542,"sourceType":780,"source":2221,"tags":2222},"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",[569,2223,892,567],"compliance",{"title":2225,"description":2226,"path":2227,"category":1890,"date":707,"updatedAt":707,"sourceType":521,"source":2201,"tags":2228},"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",[569,1567,835,2229,568],"proxy",{"title":2231,"description":2232,"path":2233,"category":1890,"date":1579,"updatedAt":1579,"sourceType":521,"source":2234,"tags":2235},"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",[728,1582,1048,1581,546],{"title":2237,"description":2238,"path":2239,"category":1890,"date":1579,"updatedAt":1579,"sourceType":521,"source":2240,"tags":2241},"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",[848,993,1588,1273,568],{"title":2243,"description":2244,"path":2245,"category":1890,"date":724,"updatedAt":724,"sourceType":521,"source":2246,"tags":2247},"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",[569,1288,1289,2248,546],"sandbox",{"title":2250,"description":2251,"path":2252,"category":1692,"date":615,"updatedAt":615,"sourceType":521,"source":2063,"tags":2253},"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",[2065,780,755,561,596],{"title":2255,"description":2256,"path":2257,"category":1890,"date":734,"updatedAt":734,"sourceType":521,"source":2246,"tags":2258},"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",[1288,1438,726,710,569],{"title":2260,"description":2261,"path":2262,"category":1890,"date":1579,"updatedAt":1579,"sourceType":521,"source":2263,"tags":2264},"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",[1581,820,1607,1608,2265],"compatibility",{"title":2267,"description":2268,"path":2269,"category":1890,"date":658,"updatedAt":658,"sourceType":521,"source":1923,"tags":2270},"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",[1308,569,617,546,809],{"title":2272,"description":2273,"path":2274,"category":1890,"date":1091,"updatedAt":1091,"sourceType":521,"source":2038,"tags":2275},"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",[546,673,1093,1422,728],{"title":2277,"description":2278,"path":2279,"category":1890,"date":658,"updatedAt":658,"sourceType":521,"source":2280,"tags":2281},"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",[1656,1251,1353,546,2040],{"title":2283,"description":2284,"path":2285,"category":1890,"date":658,"updatedAt":658,"sourceType":521,"source":2286,"tags":2287},"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",[1320,1321,1322,1323,1324],{"title":2289,"description":2290,"path":2291,"category":1692,"date":615,"updatedAt":615,"sourceType":521,"source":2063,"tags":2292},"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",[2065,803,2293,2294,818],"phone","tts",{"title":2296,"description":2297,"path":2298,"category":1890,"date":724,"updatedAt":724,"sourceType":521,"source":2299,"tags":2300},"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",[803,1079,1080,701,861],{"title":2302,"description":2303,"path":2304,"category":1692,"date":615,"updatedAt":615,"sourceType":521,"source":1904,"tags":2305},"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",[603,673,1099,789,1979],{"title":2307,"description":2308,"path":2309,"category":1890,"date":1091,"updatedAt":1091,"sourceType":521,"source":2310,"tags":2311},"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 更像结构化集成面，入口分工正在变得更稳定。","/news/openclaw-webchat-control-surface-watch-2026-03-26","https://docs.openclaw.ai/web/webchat",[673,603,1093,546,841],{"title":2313,"description":2314,"path":2315,"category":1890,"date":707,"updatedAt":707,"sourceType":521,"source":2166,"tags":2316},"OpenClaw 工作流治理能力继续成型","官方最近的 ClawHub、Lobster、OpenProse 与 Exec approvals 文档，正在把技能发现、确定性执行和审批恢复串成更完整的一条线。","/news/openclaw-workflow-governance-watch-2026-03-22",[595,966,763,835,972],{"title":2318,"description":2319,"path":2320,"category":2321,"date":2322,"updatedAt":2322,"sourceType":543,"source":2323,"tags":2324},"OpenClaw 中文站本周更新：扩展能力地图、案例展示重构与周更内容节奏启动","本周中文站完成扩展目录重排、案例展示页重构，并开始按“教程 + 更新 + 案例”三类节奏持续发布内容。","/news/openclawcn-weekly-update-2026-03-15","站点更新","2026-03-15","openclawcn.xyz",[2325,2326,549,2065,2327],"site-update","content","weekly",{"title":2329,"description":2330,"path":2331,"category":2332,"date":513,"updatedAt":529,"sourceType":521,"source":520,"tags":2333},"OpenClaw 隐私优先：数据保留在本地设备","OpenClaw 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