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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",[585,857,1264,550,1265],{"title":1284,"description":1285,"path":1286,"category":1259,"updatedAt":618,"sourceType":426,"tags":1287},"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",[749,1288,637,750,1265],"bootstrapToken",{"title":1290,"description":1291,"path":1292,"category":1265,"updatedAt":545,"sourceType":426,"tags":1293},"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",[1294,549,594,557,1154,548],"templates",{"title":1296,"description":1297,"path":1298,"category":1259,"updatedAt":608,"sourceType":426,"tags":1299},"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",[749,1300,398,1301,1083],"allowFrom","account",{"title":1303,"description":1304,"path":1305,"category":1259,"updatedAt":711,"sourceType":426,"tags":1306},"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",[575,1265,1307,1308],"commands","terminal",{"title":1310,"description":1311,"path":1312,"category":1259,"updatedAt":618,"sourceType":426,"tags":1313},"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",[1314,1315,585,583,1265],"cloudflare-ai-gateway","headers",{"title":1317,"description":1318,"path":1319,"category":1320,"updatedAt":510,"sourceType":662,"tags":1321},"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",[662,1322,1323,1324],"github","issues","feedback",{"title":1326,"description":1327,"path":1328,"category":1259,"updatedAt":711,"sourceType":426,"tags":1329},"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",[410,1265,1330,1331],"settings","options",{"title":1333,"description":1334,"path":1335,"category":1259,"updatedAt":467,"sourceType":426,"tags":1336},"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",[671,749,750,691,1083],{"title":1338,"description":1339,"path":1340,"category":1259,"updatedAt":618,"sourceType":426,"tags":1341},"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",[573,829,1342,913,1265],"scheduler",{"title":1344,"description":1345,"path":1346,"category":1259,"updatedAt":1022,"sourceType":426,"tags":1347},"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",[455,690,1348,1349,585],"secretref","sessionStorage",{"title":1351,"description":1352,"path":1353,"category":1354,"updatedAt":711,"sourceType":426,"tags":1355},"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",[1356,1357,1358,1102,818],"debugging","debug","runtime-overrides",{"title":1360,"description":1361,"path":1362,"category":1259,"updatedAt":590,"sourceType":426,"tags":1363},"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",[1271,1364,1365,1357,1265],"logging","flags",{"title":1367,"description":1368,"path":1369,"category":1259,"updatedAt":590,"sourceType":426,"tags":1370},"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",[612,1371,1372,593,1265],"dmScope","identityLinks",{"title":1374,"description":1375,"path":1376,"category":1259,"updatedAt":590,"sourceType":426,"tags":1377},"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",[1102,1103,1271,1378,1265],"migrations",{"title":1380,"description":1381,"path":1382,"category":1259,"updatedAt":590,"sourceType":426,"tags":1383},"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",[956,410,620,1384,1265],"shell",{"title":1386,"description":1387,"path":1388,"category":1259,"updatedAt":510,"sourceType":393,"tags":1389},"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",[1390,1177,662,1391,1179],"sources","trust",{"title":1393,"description":1394,"path":1395,"category":1259,"updatedAt":467,"sourceType":426,"tags":1396},"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",[396,1397,575,1030,565],"rpc",{"title":1399,"description":1400,"path":1401,"category":1259,"updatedAt":590,"sourceType":426,"tags":1402},"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",[749,750,396,564,1265],{"title":1404,"description":1405,"path":1406,"category":1259,"updatedAt":1022,"sourceType":426,"tags":1407},"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",[612,396,525,455,1265],{"title":1409,"description":1410,"path":1411,"category":1259,"updatedAt":618,"sourceType":426,"tags":1412},"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",[396,1030,1413,1414,1265],"protocol","scopes",{"title":1416,"description":1417,"path":1418,"category":1259,"updatedAt":608,"sourceType":426,"tags":1419},"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",[611,1420,593,835,768],"mention",{"title":1422,"description":1423,"path":1424,"category":1259,"updatedAt":618,"sourceType":426,"tags":1425},"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",[1076,1426,1427,1428,1265],"visibility","activeHours","alerts",{"title":1430,"description":1431,"path":1432,"category":1259,"updatedAt":608,"sourceType":426,"tags":1433},"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",[1024,1030,1434,396,1265],"sdk",{"title":1436,"description":1437,"path":1438,"category":1259,"updatedAt":608,"sourceType":426,"tags":1439},"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",[410,1440,1054,1441,1265],"include","arrays",{"title":1443,"description":1444,"path":1445,"category":1259,"updatedAt":590,"sourceType":426,"tags":1446},"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",[864,1447,715,446,1265],"invoke",{"title":1449,"description":1450,"path":1451,"category":1259,"updatedAt":618,"sourceType":426,"tags":1452},"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",[400,1453,1454,1455,1456,1265],"hybrid-search","ranking","mmr","retrieval",{"title":1458,"description":1459,"path":1460,"category":1259,"updatedAt":510,"sourceType":426,"tags":1461},"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",[518,1462,585,583,1265],"probe",{"title":1464,"description":1465,"path":1466,"category":1259,"updatedAt":951,"sourceType":426,"tags":1467},"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",[749,750,1300,1468,1083],"credentials",{"title":1470,"description":1471,"path":1472,"category":1259,"updatedAt":510,"sourceType":426,"tags":1473},"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",[502,645,1474,1475,1179,1265],"npm","pin",{"title":1477,"description":1478,"path":1479,"category":1354,"updatedAt":467,"sourceType":426,"tags":1480},"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 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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",[612,1514,1515,979,1265],"transcript","jsonl",{"title":1517,"description":1518,"path":1519,"category":1259,"updatedAt":1512,"sourceType":426,"tags":1520},"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",[550,575,1521,1203,418],"store",{"title":1523,"description":1524,"path":1525,"category":1259,"updatedAt":618,"sourceType":426,"tags":1526},"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",[419,1218,1203,1527,1265],"ingress",{"title":1529,"description":1530,"path":1531,"category":1259,"updatedAt":467,"sourceType":426,"tags":1532},"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",[455,1238,749,469,419],{"title":1875,"description":1876,"path":1877,"category":1827,"date":510,"updatedAt":510,"sourceType":426,"source":1835,"tags":1878},"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",[637,639,715,398,1192],{"title":1880,"description":1881,"path":1882,"category":1680,"date":392,"updatedAt":392,"sourceType":662,"source":1883,"tags":1884},"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",[1560,663,1683,1636],{"title":1886,"description":1887,"path":1888,"category":1827,"date":510,"updatedAt":510,"sourceType":426,"source":1889,"tags":1890},"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",[645,411,654,655,1891,646],"telemetry",{"title":1893,"description":1894,"path":1895,"category":1622,"date":467,"updatedAt":467,"sourceType":426,"source":1896,"tags":1897},"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",[575,396,1397,565,418],{"title":1899,"description":1900,"path":1901,"category":1827,"date":590,"updatedAt":590,"sourceType":426,"source":1902,"tags":1903},"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",[410,956,592,1904,418],"overrides",{"title":1906,"description":1907,"path":1908,"category":1622,"date":467,"updatedAt":467,"sourceType":426,"source":1815,"tags":1909},"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",[978,979,550,400,1910],"continuity",{"title":1912,"description":1913,"path":1914,"category":1622,"date":467,"updatedAt":467,"sourceType":426,"source":1915,"tags":1916},"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",[671,455,1062,749,469],{"title":1918,"description":1919,"path":1920,"category":1827,"date":1022,"updatedAt":1022,"sourceType":426,"source":1841,"tags":1921},"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",[455,549,1348,585,671],{"title":1923,"description":1924,"path":1925,"category":1827,"date":510,"updatedAt":510,"sourceType":426,"source":1841,"tags":1926},"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",[455,525,690,1348,593,1927],"web",{"title":1929,"description":1930,"path":1931,"category":1622,"date":392,"updatedAt":392,"sourceType":662,"source":1932,"tags":1933},"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",[407,411,663,1560],{"title":1935,"description":1936,"path":1937,"category":1827,"date":608,"updatedAt":608,"sourceType":426,"source":1938,"tags":1939},"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",[750,749,690,1096,1940],"rotate",{"title":1942,"description":1943,"path":1944,"category":1827,"date":590,"updatedAt":590,"sourceType":426,"source":1945,"tags":1946},"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",[1102,1271,1103,1356,418],{"title":1948,"description":1949,"path":1950,"category":1827,"date":608,"updatedAt":608,"sourceType":426,"source":1945,"tags":1951},"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",[1102,1103,953,1180,1271],{"title":1953,"description":1954,"path":1955,"category":1956,"date":392,"updatedAt":392,"sourceType":662,"source":1957,"tags":1958},"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",[1959,1960,1961,1962],"education","adoption","ai-tutor","higher-education",{"title":1964,"description":1965,"path":1966,"category":1956,"date":392,"updatedAt":392,"sourceType":662,"source":1967,"tags":1968},"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",[417,1562,446,1560],{"title":1970,"description":1971,"path":1972,"category":1622,"date":467,"updatedAt":467,"sourceType":426,"source":1973,"tags":1974},"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",[411,645,502,504,664],{"title":1976,"description":1977,"path":1978,"category":1827,"date":570,"updatedAt":570,"sourceType":426,"source":1979,"tags":1980},"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",[727,728,729,730,398,731],{"title":1982,"description":1983,"path":1984,"category":1827,"date":608,"updatedAt":608,"sourceType":426,"source":1985,"tags":1986},"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",[396,749,1987,690,564],"pending",{"title":1989,"description":1990,"path":1991,"category":1827,"date":1022,"updatedAt":1022,"sourceType":426,"source":1992,"tags":1993},"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",[396,612,525,455,1994],"state",{"title":1996,"description":1997,"path":1998,"category":1827,"date":608,"updatedAt":608,"sourceType":426,"source":1999,"tags":2000},"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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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",[2019,400,698,2056,2057],"vector-search","knowledge",{"title":2059,"description":2060,"path":2061,"category":1827,"date":608,"updatedAt":608,"sourceType":426,"source":2062,"tags":2063},"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",[1420,611,637,639,705],{"title":2065,"description":2066,"path":2067,"category":1827,"date":590,"updatedAt":590,"sourceType":426,"source":2068,"tags":2069},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 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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",[1192,691,671,749,469],{"title":2093,"description":2094,"path":2095,"category":1827,"date":618,"updatedAt":618,"sourceType":426,"source":2096,"tags":2097},"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",[455,525,1030,1192,565],{"title":2099,"description":2100,"path":2101,"category":1827,"date":608,"updatedAt":608,"sourceType":426,"source":1938,"tags":2102},"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",[749,1300,398,1301,418],{"title":2104,"description":2105,"path":2106,"category":1622,"date":467,"updatedAt":467,"sourceType":426,"source":2107,"tags":2108},"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",[502,663,504,662,664],{"title":2110,"description":2111,"path":2112,"category":1827,"date":510,"updatedAt":510,"sourceType":426,"source":2113,"tags":2114},"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 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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",[583,518,564,585,880],{"title":2128,"description":2129,"path":2130,"category":1827,"date":618,"updatedAt":618,"sourceType":426,"source":2131,"tags":2132},"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",[583,1264,518,396,418],{"title":2134,"description":2135,"path":2136,"category":1622,"date":467,"updatedAt":467,"sourceType":426,"source":1815,"tags":2137},"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",[1177,1178,1180,1179],{"title":2139,"description":2140,"path":2141,"category":1827,"date":590,"updatedAt":590,"sourceType":426,"source":1841,"tags":2142},"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",[455,749,564,469,1083],{"title":2144,"description":2145,"path":2146,"category":1827,"date":608,"updatedAt":608,"sourceType":426,"source":2147,"tags":2148},"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",[593,592,2149,398,594],"threads",{"title":2151,"description":2152,"path":2153,"category":1827,"date":570,"updatedAt":570,"sourceType":426,"source":2154,"tags":2155},"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",[921,810,922,495,399],{"title":2157,"description":2158,"path":2159,"category":1827,"date":608,"updatedAt":608,"sourceType":426,"source":2160,"tags":2161},"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",[1502,2162,2163,1501,418],"snapshot","rotation",{"title":2165,"description":2166,"path":2167,"category":1827,"date":608,"updatedAt":608,"sourceType":426,"source":2027,"tags":2168},"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",[612,419,1371,749,1218],{"title":2170,"description":2171,"path":2172,"category":1827,"date":510,"updatedAt":510,"sourceType":426,"source":2173,"tags":2174},"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",[419,1203,1205,1204,418],{"title":2176,"description":2177,"path":2178,"category":2179,"date":392,"updatedAt":392,"sourceType":662,"source":2180,"tags":2181},"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",[419,2182,781,417],"compliance",{"title":2184,"description":2185,"path":2186,"category":1827,"date":590,"updatedAt":590,"sourceType":426,"source":2160,"tags":2187},"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",[419,1501,715,2188,418],"proxy",{"title":2190,"description":2191,"path":2192,"category":1827,"date":1512,"updatedAt":1512,"sourceType":426,"source":2193,"tags":2194},"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",[612,1515,979,1514,396],{"title":2196,"description":2197,"path":2198,"category":1827,"date":1512,"updatedAt":1512,"sourceType":426,"source":2199,"tags":2200},"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",[550,575,1521,1203,418],{"title":2202,"description":2203,"path":2204,"category":1827,"date":608,"updatedAt":608,"sourceType":426,"source":2205,"tags":2206},"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",[419,1218,1219,2207,396],"sandbox",{"title":2209,"description":2210,"path":2211,"category":1622,"date":467,"updatedAt":467,"sourceType":426,"source":2017,"tags":2212},"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",[2019,662,637,411,447],{"title":2214,"description":2215,"path":2216,"category":1827,"date":618,"updatedAt":618,"sourceType":426,"source":2205,"tags":2217},"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",[1218,1372,610,593,419],{"title":2219,"description":2220,"path":2221,"category":1827,"date":1512,"updatedAt":1512,"sourceType":426,"source":2222,"tags":2223},"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",[1514,583,1540,1541,2224],"compatibility",{"title":2226,"description":2227,"path":2228,"category":1827,"date":510,"updatedAt":510,"sourceType":426,"source":1872,"tags":2229},"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",[1238,419,469,396,585],{"title":2231,"description":2232,"path":2233,"category":1827,"date":1022,"updatedAt":1022,"sourceType":426,"source":1992,"tags":2234},"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",[396,525,1024,1356,612],{"title":2236,"description":2237,"path":2238,"category":1827,"date":510,"updatedAt":510,"sourceType":426,"source":2239,"tags":2240},"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",[1588,1180,857,396,1994],{"title":2242,"description":2243,"path":2244,"category":1827,"date":510,"updatedAt":510,"sourceType":426,"source":2245,"tags":2246},"OpenClaw 更新观察：stable、beta、dev 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