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allowFrom 文件。","/docs/reference/channel-pairing-cli-and-account-scope",[782,1329,437,1330,1112],"allowFrom","account",{"title":1332,"description":1333,"path":1334,"category":1288,"updatedAt":744,"sourceType":463,"tags":1335},"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",[606,1294,1336,1337],"commands","terminal",{"title":1339,"description":1340,"path":1341,"category":1288,"updatedAt":649,"sourceType":463,"tags":1342},"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",[1343,1344,616,614,1294],"cloudflare-ai-gateway","headers",{"title":1346,"description":1347,"path":1348,"category":1349,"updatedAt":547,"sourceType":694,"tags":1350},"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",[694,1351,1352,1353],"github","issues","feedback",{"title":1355,"description":1356,"path":1357,"category":1288,"updatedAt":744,"sourceType":463,"tags":1358},"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",[448,1294,1359,1360],"settings","options",{"title":1362,"description":1363,"path":1364,"category":1288,"updatedAt":504,"sourceType":463,"tags":1365},"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",[703,782,783,724,1112],{"title":1367,"description":1368,"path":1369,"category":1288,"updatedAt":649,"sourceType":463,"tags":1370},"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",[604,860,1371,946,1294],"scheduler",{"title":1373,"description":1374,"path":1375,"category":1288,"updatedAt":1051,"sourceType":463,"tags":1376},"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",[492,723,1377,1378,616],"secretref","sessionStorage",{"title":1380,"description":1381,"path":1382,"category":1383,"updatedAt":744,"sourceType":463,"tags":1384},"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",[1385,1386,1387,1131,849],"debugging","debug","runtime-overrides",{"title":1389,"description":1390,"path":1391,"category":1288,"updatedAt":621,"sourceType":463,"tags":1392},"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",[1300,1393,1394,1386,1294],"logging","flags",{"title":1396,"description":1397,"path":1398,"category":1288,"updatedAt":621,"sourceType":463,"tags":1399},"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",[643,1400,1401,624,1294],"dmScope","identityLinks",{"title":1403,"description":1404,"path":1405,"category":1288,"updatedAt":621,"sourceType":463,"tags":1406},"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",[1131,1132,1300,1407,1294],"migrations",{"title":1409,"description":1410,"path":1411,"category":1288,"updatedAt":621,"sourceType":463,"tags":1412},"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",[987,448,651,1413,1294],"shell",{"title":1415,"description":1416,"path":1417,"category":1288,"updatedAt":547,"sourceType":432,"tags":1418},"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",[1419,1206,694,1420,1208],"sources","trust",{"title":1422,"description":1423,"path":1424,"category":1288,"updatedAt":504,"sourceType":463,"tags":1425},"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",[435,1426,606,1059,596],"rpc",{"title":1428,"description":1429,"path":1430,"category":1288,"updatedAt":621,"sourceType":463,"tags":1431},"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",[782,783,435,595,1294],{"title":1433,"description":1434,"path":1435,"category":1288,"updatedAt":1051,"sourceType":463,"tags":1436},"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",[643,435,562,492,1294],{"title":1438,"description":1439,"path":1440,"category":1288,"updatedAt":649,"sourceType":463,"tags":1441},"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",[435,1059,1442,1443,1294],"protocol","scopes",{"title":1445,"description":1446,"path":1447,"category":1288,"updatedAt":639,"sourceType":463,"tags":1448},"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",[642,1449,624,866,801],"mention",{"title":1451,"description":1452,"path":1453,"category":1288,"updatedAt":649,"sourceType":463,"tags":1454},"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",[1105,1455,1456,1457,1294],"visibility","activeHours","alerts",{"title":1459,"description":1460,"path":1461,"category":1288,"updatedAt":639,"sourceType":463,"tags":1462},"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",[1053,1059,1463,435,1294],"sdk",{"title":1465,"description":1466,"path":1467,"category":1288,"updatedAt":639,"sourceType":463,"tags":1468},"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",[448,1469,1083,1470,1294],"include","arrays",{"title":1472,"description":1473,"path":1474,"category":1288,"updatedAt":621,"sourceType":463,"tags":1475},"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",[895,1476,748,483,1294],"invoke",{"title":1478,"description":1479,"path":1480,"category":1288,"updatedAt":649,"sourceType":463,"tags":1481},"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",[417,1482,1483,1484,1485,1294],"hybrid-search","ranking","mmr","retrieval",{"title":1487,"description":1488,"path":1489,"category":1288,"updatedAt":547,"sourceType":463,"tags":1490},"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",[643,1543,1544,1008,1294],"transcript","jsonl",{"title":1546,"description":1547,"path":1548,"category":1288,"updatedAt":1541,"sourceType":463,"tags":1549},"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",[586,606,1550,1232,455],"store",{"title":1552,"description":1553,"path":1554,"category":1288,"updatedAt":649,"sourceType":463,"tags":1555},"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",[456,1247,1232,1556,1294],"ingress",{"title":1558,"description":1559,"path":1560,"category":1288,"updatedAt":504,"sourceType":463,"tags":1561},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 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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",[492,1267,782,506,456],{"title":1904,"description":1905,"path":1906,"category":1856,"date":547,"updatedAt":547,"sourceType":463,"source":1864,"tags":1907},"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",[669,671,748,437,1221],{"title":1909,"description":1910,"path":1911,"category":1707,"date":431,"updatedAt":431,"sourceType":694,"source":1912,"tags":1913},"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",[1589,695,1710,1663],{"title":1915,"description":1916,"path":1917,"category":1856,"date":547,"updatedAt":547,"sourceType":463,"source":1918,"tags":1919},"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",[677,176,686,687,1920,678],"telemetry",{"title":1922,"description":1923,"path":1924,"category":1649,"date":504,"updatedAt":504,"sourceType":463,"source":1925,"tags":1926},"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",[606,435,1426,596,455],{"title":1928,"description":1929,"path":1930,"category":1856,"date":621,"updatedAt":621,"sourceType":463,"source":1931,"tags":1932},"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",[448,987,623,1933,455],"overrides",{"title":1935,"description":1936,"path":1937,"category":1649,"date":504,"updatedAt":504,"sourceType":463,"source":1844,"tags":1938},"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",[1007,1008,586,417,1939],"continuity",{"title":1941,"description":1942,"path":1943,"category":1649,"date":504,"updatedAt":504,"sourceType":463,"source":1944,"tags":1945},"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",[703,492,1091,782,506],{"title":1947,"description":1948,"path":1949,"category":1856,"date":1051,"updatedAt":1051,"sourceType":463,"source":1870,"tags":1950},"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",[445,176,695,1589],{"title":1964,"description":1965,"path":1966,"category":1856,"date":639,"updatedAt":639,"sourceType":463,"source":1967,"tags":1968},"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",[783,782,723,1125,1969],"rotate",{"title":1971,"description":1972,"path":1973,"category":1856,"date":621,"updatedAt":621,"sourceType":463,"source":1974,"tags":1975},"OpenClaw 的诊断与修复工作流正在成型","官方最近围绕 Doctor、Diagnostics Flags、Debugging 和 sessions cleanup 的文档更新，正在把 OpenClaw 的排障方式从“看日志猜”推进到更清楚的 repair 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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",[1988,1989,1990,1991],"education","adoption","ai-tutor","higher-education",{"title":1993,"description":1994,"path":1995,"category":1985,"date":431,"updatedAt":431,"sourceType":694,"source":1996,"tags":1997},"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",[454,1591,483,1589],{"title":1999,"description":2000,"path":2001,"category":1649,"date":504,"updatedAt":504,"sourceType":463,"source":2002,"tags":2003},"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",[176,677,539,541,696],{"title":2005,"description":2006,"path":2007,"category":1856,"date":601,"updatedAt":601,"sourceType":463,"source":2008,"tags":2009},"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",[760,761,762,763,437,764],{"title":2011,"description":2012,"path":2013,"category":1856,"date":639,"updatedAt":639,"sourceType":463,"source":2014,"tags":2015},"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",[435,782,2016,723,595],"pending",{"title":2018,"description":2019,"path":2020,"category":1856,"date":1051,"updatedAt":1051,"sourceType":463,"source":2021,"tags":2022},"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",[435,643,562,492,2023],"state",{"title":2025,"description":2026,"path":2027,"category":1856,"date":639,"updatedAt":639,"sourceType":463,"source":2028,"tags":2029},"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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和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1221,724,703,782,506],{"title":2122,"description":2123,"path":2124,"category":1856,"date":649,"updatedAt":649,"sourceType":463,"source":2125,"tags":2126},"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",[492,562,1059,1221,596],{"title":2128,"description":2129,"path":2130,"category":1856,"date":639,"updatedAt":639,"sourceType":463,"source":1967,"tags":2131},"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 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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",[614,555,595,616,913],{"title":2157,"description":2158,"path":2159,"category":1856,"date":649,"updatedAt":649,"sourceType":463,"source":2160,"tags":2161},"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",[614,1293,555,435,455],{"title":2163,"description":2164,"path":2165,"category":1649,"date":504,"updatedAt":504,"sourceType":463,"source":1844,"tags":2166},"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",[1206,1207,1209,1208],{"title":2168,"description":2169,"path":2170,"category":1856,"date":621,"updatedAt":621,"sourceType":463,"source":1870,"tags":2171},"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",[492,782,595,506,1112],{"title":2173,"description":2174,"path":2175,"category":1856,"date":639,"updatedAt":639,"sourceType":463,"source":2176,"tags":2177},"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",[624,623,2178,437,625],"threads",{"title":2180,"description":2181,"path":2182,"category":1856,"date":601,"updatedAt":601,"sourceType":463,"source":2183,"tags":2184},"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",[954,843,955,532,438],{"title":2186,"description":2187,"path":2188,"category":1856,"date":639,"updatedAt":639,"sourceType":463,"source":2189,"tags":2190},"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",[1531,2191,2192,1530,455],"snapshot","rotation",{"title":2194,"description":2195,"path":2196,"category":1856,"date":639,"updatedAt":639,"sourceType":463,"source":2056,"tags":2197},"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 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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",[456,2211,814,454],"compliance",{"title":2213,"description":2214,"path":2215,"category":1856,"date":621,"updatedAt":621,"sourceType":463,"source":2189,"tags":2216},"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",[456,1530,748,2217,455],"proxy",{"title":2219,"description":2220,"path":2221,"category":1856,"date":1541,"updatedAt":1541,"sourceType":463,"source":2222,"tags":2223},"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",[643,1544,1008,1543,435],{"title":2225,"description":2226,"path":2227,"category":1856,"date":1541,"updatedAt":1541,"sourceType":463,"source":2228,"tags":2229},"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",[586,606,1550,1232,455],{"title":2231,"description":2232,"path":2233,"category":1856,"date":639,"updatedAt":639,"sourceType":463,"source":2234,"tags":2235},"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",[456,1247,1248,2236,435],"sandbox",{"title":2238,"description":2239,"path":2240,"category":1649,"date":504,"updatedAt":504,"sourceType":463,"source":2046,"tags":2241},"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",[2048,694,669,176,484],{"title":2243,"description":2244,"path":2245,"category":1856,"date":649,"updatedAt":649,"sourceType":463,"source":2234,"tags":2246},"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",[1247,1401,641,624,456],{"title":2248,"description":2249,"path":2250,"category":1856,"date":1541,"updatedAt":1541,"sourceType":463,"source":2251,"tags":2252},"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",[1543,614,1569,1570,2253],"compatibility",{"title":2255,"description":2256,"path":2257,"category":1856,"date":547,"updatedAt":547,"sourceType":463,"source":1901,"tags":2258},"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",[1267,456,506,435,616],{"title":2260,"description":2261,"path":2262,"category":1856,"date":1051,"updatedAt":1051,"sourceType":463,"source":2021,"tags":2263},"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",[435,562,1053,1385,643],{"title":2265,"description":2266,"path":2267,"category":1856,"date":547,"updatedAt":547,"sourceType":463,"source":2268,"tags":2269},"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",[1615,1209,888,435,2023],{"title":2271,"description":2272,"path":2273,"category":1856,"date":547,"updatedAt":547,"sourceType":463,"source":2274,"tags":2275},"OpenClaw 更新观察：stable、beta、dev 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