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Approvals 文档，解释 openclaw approvals 在本机、Gateway 和 Node 上分别管理什么，以及 per-agent allowlist 最值得先守住哪些边界。","/docs/reference/approvals-cli-and-allowlist",[761,881,759,444,1314,1302],"node",{"title":1316,"description":1317,"path":1318,"category":1296,"updatedAt":663,"sourceType":420,"tags":1319},"认证配置文件怎么轮转，为什么 session 会“粘住”同一套凭据","基于最新官方 Model Failover 文档，解释 OpenClaw 在同一 provider 内如何轮转 auth profiles、什么情况下会进入 cooldown，以及为什么同一个 session 往往会持续使用同一套凭据。","/docs/reference/auth-profile-rotation-and-session-pinning",[630,903,1301,595,1302],{"title":1321,"description":1322,"path":1323,"category":1296,"updatedAt":663,"sourceType":420,"tags":1324},"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",[795,1325,683,796,1302],"bootstrapToken",{"title":1327,"description":1328,"path":1329,"category":1302,"updatedAt":590,"sourceType":420,"tags":1330},"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",[1331,594,639,602,1191,593],"templates",{"title":1333,"description":1334,"path":1335,"category":1296,"updatedAt":653,"sourceType":420,"tags":1336},"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",[795,1337,425,1338,1120],"allowFrom","account",{"title":1340,"description":1341,"path":1342,"category":1296,"updatedAt":757,"sourceType":420,"tags":1343},"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",[620,1302,1344,1345],"commands","terminal",{"title":1347,"description":1348,"path":1349,"category":1296,"updatedAt":663,"sourceType":420,"tags":1350},"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",[1351,1352,630,628,1302],"cloudflare-ai-gateway","headers",{"title":1354,"description":1355,"path":1356,"category":1357,"updatedAt":555,"sourceType":708,"tags":1358},"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",[708,1359,1360,1361],"github","issues","feedback",{"title":1363,"description":1364,"path":1365,"category":1296,"updatedAt":757,"sourceType":420,"tags":1366},"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",[457,1302,1367,1368],"settings","options",{"title":1370,"description":1371,"path":1372,"category":1296,"updatedAt":427,"sourceType":420,"tags":1373},"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",[716,795,796,737,1120],{"title":1375,"description":1376,"path":1377,"category":1296,"updatedAt":663,"sourceType":420,"tags":1378},"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",[618,875,1379,952,1302],"scheduler",{"title":1381,"description":1382,"path":1383,"category":1296,"updatedAt":1061,"sourceType":420,"tags":1384},"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",[501,736,1385,1386,630],"secretref","sessionStorage",{"title":1388,"description":1389,"path":1390,"category":1391,"updatedAt":757,"sourceType":420,"tags":1392},"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",[1393,1394,1395,1139,864],"debugging","debug","runtime-overrides",{"title":1397,"description":1398,"path":1399,"category":1296,"updatedAt":635,"sourceType":420,"tags":1400},"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",[1308,1401,1402,1394,1302],"logging","flags",{"title":1404,"description":1405,"path":1406,"category":1296,"updatedAt":635,"sourceType":420,"tags":1407},"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",[657,1408,1409,638,1302],"dmScope","identityLinks",{"title":1411,"description":1412,"path":1413,"category":1296,"updatedAt":635,"sourceType":420,"tags":1414},"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",[1139,1140,1308,1415,1302],"migrations",{"title":1417,"description":1418,"path":1419,"category":1296,"updatedAt":635,"sourceType":420,"tags":1420},"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",[995,457,665,1421,1302],"shell",{"title":1423,"description":1424,"path":1425,"category":1296,"updatedAt":555,"sourceType":441,"tags":1426},"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",[1427,1214,708,1428,1216],"sources","trust",{"title":1430,"description":1431,"path":1432,"category":1296,"updatedAt":427,"sourceType":420,"tags":1433},"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",[444,1434,620,1069,610],"rpc",{"title":1436,"description":1437,"path":1438,"category":1296,"updatedAt":635,"sourceType":420,"tags":1439},"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",[795,796,444,609,1302],{"title":1441,"description":1442,"path":1443,"category":1296,"updatedAt":1061,"sourceType":420,"tags":1444},"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",[657,444,570,501,1302],{"title":1446,"description":1447,"path":1448,"category":1296,"updatedAt":663,"sourceType":420,"tags":1449},"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",[444,1069,1450,1451,1302],"protocol","scopes",{"title":1453,"description":1454,"path":1455,"category":1296,"updatedAt":653,"sourceType":420,"tags":1456},"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",[656,1457,638,881,814],"mention",{"title":1459,"description":1460,"path":1461,"category":1296,"updatedAt":663,"sourceType":420,"tags":1462},"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",[1113,1463,1464,1465,1302],"visibility","activeHours","alerts",{"title":1467,"description":1468,"path":1469,"category":1296,"updatedAt":653,"sourceType":420,"tags":1470},"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",[1063,1069,1471,444,1302],"sdk",{"title":1473,"description":1474,"path":1475,"category":1296,"updatedAt":653,"sourceType":420,"tags":1476},"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",[457,1477,1091,1478,1302],"include","arrays",{"title":1480,"description":1481,"path":1482,"category":1296,"updatedAt":635,"sourceType":420,"tags":1483},"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",[910,1484,761,492,1302],"invoke",{"title":1486,"description":1487,"path":1488,"category":1296,"updatedAt":663,"sourceType":420,"tags":1489},"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",[447,1490,1491,1492,1493,1302],"hybrid-search","ranking","mmr","retrieval",{"title":1495,"description":1496,"path":1497,"category":1296,"updatedAt":555,"sourceType":420,"tags":1498},"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",[563,1499,630,628,1302],"probe",{"title":1501,"description":1502,"path":1503,"category":1296,"updatedAt":990,"sourceType":420,"tags":1504},"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",[795,796,1337,1505,1120],"credentials",{"title":1507,"description":1508,"path":1509,"category":1296,"updatedAt":555,"sourceType":420,"tags":1510},"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",[423,691,1511,1512,1216,1302],"npm","pin",{"title":1514,"description":1515,"path":1516,"category":1391,"updatedAt":427,"sourceType":420,"tags":1517},"原始流日志怎么抓","基于最新官方 Debugging 文档，整理 OpenClaw 的 raw stream、pi-mono raw chunk 日志分别该在什么场景开启，以及如何避免把调试日志变成隐私风险。","/docs/reference/raw-stream-debugging",[1393,1518,864,628,827],"raw-stream",{"title":1520,"description":1521,"path":1522,"category":1296,"updatedAt":663,"sourceType":420,"tags":1523},"remote auth fallback 和 tlsFingerprint 应该什么时候用","基于最新官方 Remote Access 文档，解释 gateway.remote 这套远程连接参数什么时候只是兜底、什么时候会 fail closed，以及 tlsFingerprint 在 wss 场景里真正保护什么。","/docs/reference/remote-auth-fallback-and-tls-fingerprint",[515,1524,630,444,1302],"tlsFingerprint",{"title":1526,"description":1527,"path":1528,"category":1296,"updatedAt":663,"sourceType":420,"tags":1529},"回复机器人消息也算 mention 吗，pending history 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入口，以及什么时候该从连续主会话切到隔离模式。","/docs/reference/secure-dm-mode-and-owner-pinning",[657,466,1408,795,881],{"title":1546,"description":1547,"path":1548,"category":1296,"updatedAt":1549,"sourceType":420,"tags":1550},"session JSONL、compaction entry 和 branch summary 应该怎么理解","基于最新官方 Session Management Deep Dive 文档，解释 OpenClaw 的 session JSONL 结构、compaction entry、branch summary 和 store counters 分别在回答什么问题，避免把 transcript 文件当成一团无结构日志。","/docs/reference/session-jsonl-and-compaction-entries","2026-04-01",[657,1551,1552,1018,1302],"transcript","jsonl",{"title":1554,"description":1555,"path":1556,"category":1296,"updatedAt":1549,"sourceType":420,"tags":1557},"openclaw sessions 的 store scope 和巡检方式","基于最新官方 sessions CLI 文档，解释 openclaw sessions 在默认 agent、单 agent、all-agents 和显式 store 路径下分别在看什么，以及长期运维里为什么值得把它当作 session store 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权限”四层联动的信任链。","/news/openclaw-browser-trust-chain-watch-2026-03-29","https://docs.openclaw.ai/gateway/trusted-proxy-auth",[501,1275,795,515,466],{"title":1914,"description":1915,"path":1916,"category":1866,"date":555,"updatedAt":555,"sourceType":420,"source":1874,"tags":1917},"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",[683,685,761,425,1229],{"title":1919,"description":1920,"path":1921,"category":1717,"date":440,"updatedAt":440,"sourceType":708,"source":1922,"tags":1923},"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",[1597,709,1720,1673],{"title":1925,"description":1926,"path":1927,"category":1866,"date":555,"updatedAt":555,"sourceType":420,"source":1928,"tags":1929},"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",[691,458,700,701,1930,692],"telemetry",{"title":1932,"description":1933,"path":1934,"category":1659,"date":427,"updatedAt":427,"sourceType":420,"source":1935,"tags":1936},"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",[620,444,1434,610,465],{"title":1938,"description":1939,"path":1940,"category":1866,"date":635,"updatedAt":635,"sourceType":420,"source":1941,"tags":1942},"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",[457,995,637,1943,465],"overrides",{"title":1945,"description":1946,"path":1947,"category":1659,"date":427,"updatedAt":427,"sourceType":420,"source":1854,"tags":1948},"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",[1017,1018,595,447,1949],"continuity",{"title":1951,"description":1952,"path":1953,"category":1659,"date":427,"updatedAt":427,"sourceType":420,"source":1954,"tags":1955},"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",[716,501,1099,795,515],{"title":1957,"description":1958,"path":1959,"category":1866,"date":1061,"updatedAt":1061,"sourceType":420,"source":1880,"tags":1960},"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",[501,594,1385,630,716],{"title":1962,"description":1963,"path":1964,"category":1866,"date":555,"updatedAt":555,"sourceType":420,"source":1880,"tags":1965},"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",[501,570,736,1385,638,1966],"web",{"title":1968,"description":1969,"path":1970,"category":1659,"date":440,"updatedAt":440,"sourceType":708,"source":1971,"tags":1972},"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",[454,458,709,1597],{"title":1974,"description":1975,"path":1976,"category":1866,"date":653,"updatedAt":653,"sourceType":420,"source":1977,"tags":1978},"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",[796,795,736,1133,1979],"rotate",{"title":1981,"description":1982,"path":1983,"category":1866,"date":635,"updatedAt":635,"sourceType":420,"source":1984,"tags":1985},"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",[1998,1999,2000,2001],"education","adoption","ai-tutor","higher-education",{"title":2003,"description":2004,"path":2005,"category":1995,"date":440,"updatedAt":440,"sourceType":708,"source":2006,"tags":2007},"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",[464,1599,492,1597],{"title":2009,"description":2010,"path":2011,"category":1659,"date":427,"updatedAt":427,"sourceType":420,"source":2012,"tags":2013},"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",[458,691,423,549,127],{"title":2015,"description":2016,"path":2017,"category":1866,"date":615,"updatedAt":615,"sourceType":420,"source":2018,"tags":2019},"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",[773,774,775,776,425,777],{"title":2021,"description":2022,"path":2023,"category":1866,"date":653,"updatedAt":653,"sourceType":420,"source":2024,"tags":2025},"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",[444,795,2026,736,609],"pending",{"title":2028,"description":2029,"path":2030,"category":1866,"date":1061,"updatedAt":1061,"sourceType":420,"source":2031,"tags":2032},"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",[444,657,570,501,2033],"state",{"title":2035,"description":2036,"path":2037,"category":1866,"date":653,"updatedAt":653,"sourceType":420,"source":2038,"tags":2039},"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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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",[628,563,609,630,928],{"title":2166,"description":2167,"path":2168,"category":1866,"date":663,"updatedAt":663,"sourceType":420,"source":2169,"tags":2170},"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",[628,1301,563,444,465],{"title":2172,"description":2173,"path":2174,"category":1659,"date":427,"updatedAt":427,"sourceType":420,"source":1854,"tags":2175},"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",[1214,1215,1217,1216],{"title":2177,"description":2178,"path":2179,"category":1866,"date":635,"updatedAt":635,"sourceType":420,"source":1880,"tags":2180},"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",[501,795,609,515,1120],{"title":2182,"description":2183,"path":2184,"category":1866,"date":653,"updatedAt":653,"sourceType":420,"source":2185,"tags":2186},"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",[638,637,2187,425,639],"threads",{"title":2189,"description":2190,"path":2191,"category":1866,"date":615,"updatedAt":615,"sourceType":420,"source":2192,"tags":2193},"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",[960,856,961,541,446],{"title":2195,"description":2196,"path":2197,"category":1866,"date":653,"updatedAt":653,"sourceType":420,"source":2198,"tags":2199},"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",[1539,2200,2201,1538,465],"snapshot","rotation",{"title":2203,"description":2204,"path":2205,"category":1866,"date":653,"updatedAt":653,"sourceType":420,"source":2066,"tags":2206},"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",[466,2220,827,464],"compliance",{"title":2222,"description":2223,"path":2224,"category":1866,"date":635,"updatedAt":635,"sourceType":420,"source":2198,"tags":2225},"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",[466,1538,761,2226,465],"proxy",{"title":2228,"description":2229,"path":2230,"category":1866,"date":1549,"updatedAt":1549,"sourceType":420,"source":2231,"tags":2232},"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",[657,1552,1018,1551,444],{"title":2234,"description":2235,"path":2236,"category":1866,"date":1549,"updatedAt":1549,"sourceType":420,"source":2237,"tags":2238},"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",[595,620,1558,1240,465],{"title":2240,"description":2241,"path":2242,"category":1866,"date":653,"updatedAt":653,"sourceType":420,"source":2243,"tags":2244},"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",[466,1255,1256,2245,444],"sandbox",{"title":2247,"description":2248,"path":2249,"category":1659,"date":427,"updatedAt":427,"sourceType":420,"source":2056,"tags":2250},"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",[2058,708,683,458,493],{"title":2252,"description":2253,"path":2254,"category":1866,"date":663,"updatedAt":663,"sourceType":420,"source":2243,"tags":2255},"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",[1255,1409,655,638,466],{"title":2257,"description":2258,"path":2259,"category":1866,"date":1549,"updatedAt":1549,"sourceType":420,"source":2260,"tags":2261},"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",[1551,628,1577,1578,2262],"compatibility",{"title":2264,"description":2265,"path":2266,"category":1866,"date":555,"updatedAt":555,"sourceType":420,"source":1911,"tags":2267},"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",[1275,466,515,444,630],{"title":2269,"description":2270,"path":2271,"category":1866,"date":1061,"updatedAt":1061,"sourceType":420,"source":2031,"tags":2272},"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",[444,570,1063,1393,657],{"title":2274,"description":2275,"path":2276,"category":1866,"date":555,"updatedAt":555,"sourceType":420,"source":2277,"tags":2278},"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",[1625,1217,903,444,2033],{"title":2280,"description":2281,"path":2282,"category":1866,"date":555,"updatedAt":555,"sourceType":420,"source":2283,"tags":2284},"OpenClaw 更新观察：stable、beta、dev 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