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连续失败后的退避节奏。","/docs/reference/cron-run-queue-and-retry-backoff",[423,680,1190,766,1115],"scheduler",{"title":1192,"description":1193,"path":1194,"category":1109,"updatedAt":230,"sourceType":222,"tags":1195},"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",[225,541,1196,1197,227],"secretref","sessionStorage",{"title":1199,"description":1200,"path":1201,"category":1202,"updatedAt":562,"sourceType":222,"tags":1203},"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",[1204,1205,1206,952,669],"debugging","debug","runtime-overrides",{"title":1208,"description":1209,"path":1210,"category":1109,"updatedAt":439,"sourceType":222,"tags":1211},"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",[1121,1212,1213,1205,1115],"logging","flags",{"title":1215,"description":1216,"path":1217,"category":1109,"updatedAt":439,"sourceType":222,"tags":1218},"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",[461,1219,1220,442,1115],"dmScope","identityLinks",{"title":1222,"description":1223,"path":1224,"category":1109,"updatedAt":439,"sourceType":222,"tags":1225},"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",[952,953,1121,1226,1115],"migrations",{"title":1228,"description":1229,"path":1230,"category":1109,"updatedAt":439,"sourceType":222,"tags":1231},"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",[809,261,469,1232,1115],"shell",{"title":1234,"description":1235,"path":1236,"category":1109,"updatedAt":359,"sourceType":244,"tags":1237},"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",[1238,1027,512,1239,1029],"sources","trust",{"title":1241,"description":1242,"path":1243,"category":1109,"updatedAt":316,"sourceType":222,"tags":1244},"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",[247,1245,425,882,415],"rpc",{"title":1247,"description":1248,"path":1249,"category":1109,"updatedAt":439,"sourceType":222,"tags":1250},"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",[600,601,247,414,1115],{"title":1252,"description":1253,"path":1254,"category":1109,"updatedAt":230,"sourceType":222,"tags":1255},"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",[461,247,374,225,1115],{"title":1257,"description":1258,"path":1259,"category":1109,"updatedAt":467,"sourceType":222,"tags":1260},"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",[247,882,1261,1262,1115],"protocol","scopes",{"title":1264,"description":1265,"path":1266,"category":1109,"updatedAt":457,"sourceType":222,"tags":1267},"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",[460,1268,442,686,619],"mention",{"title":1270,"description":1271,"path":1272,"category":1109,"updatedAt":467,"sourceType":222,"tags":1273},"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",[928,1274,1275,1276,1115],"visibility","activeHours","alerts",{"title":1278,"description":1279,"path":1280,"category":1109,"updatedAt":457,"sourceType":222,"tags":1281},"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",[876,882,1282,247,1115],"sdk",{"title":1284,"description":1285,"path":1286,"category":1109,"updatedAt":457,"sourceType":222,"tags":1287},"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",[261,1288,906,1289,1115],"include","arrays",{"title":1291,"description":1292,"path":1293,"category":1109,"updatedAt":439,"sourceType":222,"tags":1294},"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",[715,1295,566,295,1115],"invoke",{"title":1297,"description":1298,"path":1299,"category":1109,"updatedAt":467,"sourceType":222,"tags":1300},"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",[251,1301,1302,1303,1304,1115],"hybrid-search","ranking","mmr","retrieval",{"title":1306,"description":1307,"path":1308,"category":1109,"updatedAt":359,"sourceType":222,"tags":1309},"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",[367,1310,227,433,1115],"probe",{"title":1312,"description":1313,"path":1314,"category":1109,"updatedAt":804,"sourceType":222,"tags":1315},"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",[600,601,1150,1316,935],"credentials",{"title":1318,"description":1319,"path":1320,"category":1109,"updatedAt":359,"sourceType":222,"tags":1321},"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",[351,495,1322,1323,1029,1115],"npm","pin",{"title":1325,"description":1326,"path":1327,"category":1202,"updatedAt":316,"sourceType":222,"tags":1328},"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",[1204,1329,669,433,632],"raw-stream",{"title":1331,"description":1332,"path":1333,"category":1109,"updatedAt":467,"sourceType":222,"tags":1334},"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",[318,1335,227,247,1115],"tlsFingerprint",{"title":1337,"description":1338,"path":1339,"category":1109,"updatedAt":467,"sourceType":222,"tags":1340},"回复机器人消息也算 mention 吗，pending history 又什么时候会进上下文","基于最新官方 Groups 与 Group Messages 文档，解释 OpenClaw 在群聊里怎样把 reply metadata 当成隐式 mention，以及未触发回复的群消息何时只进入 pending history、何时会被彻底丢弃。","/docs/reference/reply-mention-and-pending-history",[460,1341,1342,1343,1115],"mentions","pending-history","reply",{"title":1345,"description":1346,"path":1347,"category":1109,"updatedAt":439,"sourceType":222,"tags":1348},"SecretRefs 和运行时快照应该怎么理解","基于最新官方 Secrets Management 文档，解释 env/file/exec secret refs 的解析时机、活动面、失败模式和热重载语义，避免把密钥管理误解成“请求时临时去取”。","/docs/reference/secret-refs-and-runtime-snapshot",[1349,1350,396,433,1115],"secrets","secretrefs",{"title":1352,"description":1353,"path":1354,"category":1109,"updatedAt":457,"sourceType":222,"tags":1355},"secure DM mode 和 owner pinning 应该怎么一起理解","基于最新官方 Session 与 Security 文档，解释 OpenClaw 的 secure DM mode、owner pinning、pairing / allowlist / open 三类 DM 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",[461,269,1219,600,686],{"title":1357,"description":1358,"path":1359,"category":1109,"updatedAt":1360,"sourceType":222,"tags":1361},"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",[461,1362,1363,832,1115],"transcript","jsonl",{"title":1365,"description":1366,"path":1367,"category":1109,"updatedAt":1360,"sourceType":222,"tags":1368},"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",[399,425,1369,1053,229],"store",{"title":1371,"description":1372,"path":1373,"category":1109,"updatedAt":467,"sourceType":222,"tags":1374},"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",[269,1068,1053,1375,1115],"ingress",{"title":1377,"description":1378,"path":1379,"category":1109,"updatedAt":316,"sourceType":222,"tags":1380},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 openclaw status、health、logs 三组命令各自应该回答什么问题，以及值班和排障时更稳的使用顺序。","/docs/reference/status-health-and-logs",[425,961,1381,669,1382],"health","troubleshooting",{"title":1384,"description":1385,"path":1386,"category":1109,"updatedAt":1360,"sourceType":222,"tags":1387},"对话记录清理（provider fixups）到底改了什么，不改什么","基于最新官方 Transcript Hygiene 文档，解释 OpenClaw 在运行前对 transcript 做的 provider-specific fixups、图片清理、tool 调用配对修复和思考签名清理分别解决什么问题，以及为什么它不会重写磁盘 JSONL。","/docs/reference/transcript-hygiene-and-provider-fixups",[1362,1388,433,1389,1115],"hygiene","tool-calls",{"title":1391,"description":1392,"path":1393,"category":1202,"updatedAt":308,"sourceType":222,"tags":1394},"故障排除与诊断思路","把 OpenClaw 常见问题按环境、入口、配置、认证和运行状态拆开，建立更高效的排查顺序。","/docs/reference/troubleshooting",[1382,952,961,669],{"title":1396,"description":1397,"path":1398,"category":1109,"updatedAt":439,"sourceType":222,"tags":1399},"WebChat 的 history、inject 和展示边界","基于最新官方 WebChat 文档，整理 chat.history 的截断/占位规则、chat.inject 的真实用途，以及为什么 WebChat 看见的 transcript 不是原始 JSONL 的一比一镜像。","/docs/reference/webchat-history-and-inject-boundaries",[374,1400,1401,1362,1115],"history","inject",{"title":1403,"description":1404,"path":1405,"category":1406,"updatedAt":359,"sourceType":222,"tags":1407},"国内云部署思路","面向中文团队整理 OpenClaw 在国内或面向国内网络环境部署时最该先判断的三件事：入口生态、模型端点和长期在线后的运维边界。","/docs/setup/china-cloud-deployment","安装",[1408,1409,1410,578,980,981],"china","cloud","deployment",{"title":1412,"description":1413,"path":1414,"category":1406,"updatedAt":308,"sourceType":222,"tags":1415},"部署方式怎么选","从本地安装、Docker、国内云模板和海外一键部署四类路径理解 OpenClaw 的部署选择，而不是只追求“最快装上”。","/docs/setup/deployment-options",[1410,319,1416,1409,1417],"docker","wsl2",{"title":1419,"description":1420,"path":1421,"category":1406,"updatedAt":814,"sourceType":222,"tags":1422},"OpenClaw 安装与环境","按官方推荐方式安装 OpenClaw，并根据本地开发、WSL2 和生产部署场景选择合适的安装路径。","/docs/setup/installation",[302,1322,1423,1417],"install-script",{"title":1425,"description":1426,"path":1427,"category":1406,"updatedAt":316,"sourceType":222,"tags":1428},"安装器方式和升级路径怎么选","基于最新官方 Install 与 Updating 文档，整理 install.sh、install-cli.sh、PowerShell 安装器、全局包安装和 git 安装各自适合什么场景，以及后续升级时应该走哪条路径。","/docs/setup/installer-methods-and-upgrade-paths",[302,1429,1423,1430,1030],"updater","git",{"title":1432,"description":1433,"path":1434,"category":1406,"updatedAt":562,"sourceType":222,"tags":1435},"安装器、更新与卸载","基于官方安装器、更新和卸载文档，整理 OpenClaw 从首次安装到原地升级、服务移除和彻底卸载的完整维护路径。","/docs/setup/installer-update-and-uninstall",[302,1429,1436,952,1030],"uninstall",{"title":1438,"description":1439,"path":1440,"category":1406,"updatedAt":562,"sourceType":222,"tags":1441},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 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保真，以及它们对长期使用的意义。","/news/openclaw-context-compaction-watch-2026-03-21",[831,832,399,251,1757],"continuity",{"title":1759,"description":1760,"path":1761,"category":1470,"date":316,"updatedAt":316,"sourceType":222,"source":1762,"tags":1763},"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",[521,225,914,600,318],{"title":1765,"description":1766,"path":1767,"category":1676,"date":230,"updatedAt":230,"sourceType":222,"source":220,"tags":1768},"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",[225,398,1196,227,521],{"title":1770,"description":1771,"path":1772,"category":1676,"date":359,"updatedAt":359,"sourceType":222,"source":220,"tags":1773},"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",[225,374,541,1196,442,1774],"web",{"title":1776,"description":1777,"path":1778,"category":1470,"date":243,"updatedAt":243,"sourceType":512,"source":1779,"tags":1780},"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",[258,262,513,1408],{"title":1782,"description":1783,"path":1784,"category":1676,"date":457,"updatedAt":457,"sourceType":222,"source":1785,"tags":1786},"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",[601,600,541,946,1787],"rotate",{"title":1789,"description":1790,"path":1791,"category":1676,"date":439,"updatedAt":439,"sourceType":222,"source":1792,"tags":1793},"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",[1806,1807,1808,1809],"education","adoption","ai-tutor","higher-education",{"title":1811,"description":1812,"path":1813,"category":1803,"date":243,"updatedAt":243,"sourceType":512,"source":1814,"tags":1815},"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",[268,1410,295,1408],{"title":1817,"description":1818,"path":1819,"category":1470,"date":316,"updatedAt":316,"sourceType":222,"source":1820,"tags":1821},"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 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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",[247,600,1834,541,414],"pending",{"title":1836,"description":1837,"path":1838,"category":1676,"date":230,"updatedAt":230,"sourceType":222,"source":1839,"tags":1840},"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",[247,461,374,225,1841],"state",{"title":1843,"description":1844,"path":1845,"category":1676,"date":457,"updatedAt":457,"sourceType":222,"source":1846,"tags":1847},"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",[1866,251,549,1903,1904],"vector-search","knowledge",{"title":1906,"description":1907,"path":1908,"category":1676,"date":457,"updatedAt":457,"sourceType":222,"source":1909,"tags":1910},"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",[1268,460,487,489,556],{"title":1912,"description":1913,"path":1914,"category":1676,"date":439,"updatedAt":439,"sourceType":222,"source":1915,"tags":1916},"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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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",[600,1150,249,1151,229],{"title":1951,"description":1952,"path":1953,"category":1470,"date":316,"updatedAt":316,"sourceType":222,"source":1954,"tags":1955},"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",[351,513,353,512,514],{"title":1957,"description":1958,"path":1959,"category":1676,"date":359,"updatedAt":359,"sourceType":222,"source":1960,"tags":1961},"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",[433,367,414,227,733],{"title":1975,"description":1976,"path":1977,"category":1676,"date":467,"updatedAt":467,"sourceType":222,"source":1978,"tags":1979},"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",[433,1114,367,247,229],{"title":1981,"description":1982,"path":1983,"category":1470,"date":316,"updatedAt":316,"sourceType":222,"source":1664,"tags":1984},"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",[1027,1028,1030,1029],{"title":1986,"description":1987,"path":1988,"category":1676,"date":439,"updatedAt":439,"sourceType":222,"source":220,"tags":1989},"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",[225,600,414,318,935],{"title":1991,"description":1992,"path":1993,"category":1676,"date":457,"updatedAt":457,"sourceType":222,"source":1994,"tags":1995},"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",[442,441,1996,249,443],"threads",{"title":1998,"description":1999,"path":2000,"category":1676,"date":420,"updatedAt":420,"sourceType":222,"source":2001,"tags":2002},"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",[774,661,775,344,250],{"title":2004,"description":2005,"path":2006,"category":1676,"date":457,"updatedAt":457,"sourceType":222,"source":2007,"tags":2008},"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",[1350,2009,2010,1349,229],"snapshot","rotation",{"title":2012,"description":2013,"path":2014,"category":1676,"date":457,"updatedAt":457,"sourceType":222,"source":1874,"tags":2015},"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",[461,269,1219,600,1068],{"title":2017,"description":2018,"path":2019,"category":1676,"date":359,"updatedAt":359,"sourceType":222,"source":2020,"tags":2021},"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",[269,1053,1055,1054,229],{"title":2023,"description":2024,"path":2025,"category":2026,"date":243,"updatedAt":243,"sourceType":512,"source":2027,"tags":2028},"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",[269,2029,632,268],"compliance",{"title":2031,"description":2032,"path":2033,"category":1676,"date":439,"updatedAt":439,"sourceType":222,"source":2007,"tags":2034},"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",[269,1349,566,2035,229],"proxy",{"title":2037,"description":2038,"path":2039,"category":1676,"date":1360,"updatedAt":1360,"sourceType":222,"source":2040,"tags":2041},"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",[461,1363,832,1362,247],{"title":2043,"description":2044,"path":2045,"category":1676,"date":1360,"updatedAt":1360,"sourceType":222,"source":2046,"tags":2047},"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",[399,425,1369,1053,229],{"title":2049,"description":2050,"path":2051,"category":1676,"date":457,"updatedAt":457,"sourceType":222,"source":2052,"tags":2053},"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",[269,1068,1069,2054,247],"sandbox",{"title":2056,"description":2057,"path":2058,"category":1470,"date":316,"updatedAt":316,"sourceType":222,"source":1864,"tags":2059},"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",[1866,512,487,262,296],{"title":2061,"description":2062,"path":2063,"category":1676,"date":467,"updatedAt":467,"sourceType":222,"source":2052,"tags":2064},"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",[1068,1220,459,442,269],{"title":2066,"description":2067,"path":2068,"category":1676,"date":1360,"updatedAt":1360,"sourceType":222,"source":2069,"tags":2070},"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",[1362,433,1388,1389,2071],"compatibility",{"title":2073,"description":2074,"path":2075,"category":1676,"date":359,"updatedAt":359,"sourceType":222,"source":1719,"tags":2076},"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",[1088,269,318,247,227],{"title":2078,"description":2079,"path":2080,"category":1676,"date":230,"updatedAt":230,"sourceType":222,"source":1839,"tags":2081},"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",[247,374,876,1204,461],{"title":2083,"description":2084,"path":2085,"category":1676,"date":359,"updatedAt":359,"sourceType":222,"source":2086,"tags":2087},"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",[1436,1030,708,247,1841],{"title":2089,"description":2090,"path":2091,"category":1676,"date":359,"updatedAt":359,"sourceType":222,"source":2092,"tags":2093},"OpenClaw 更新观察：stable、beta、dev 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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",[535,863,864,414,601],{"title":2108,"description":2109,"path":2110,"category":1470,"date":316,"updatedAt":316,"sourceType":222,"source":220,"tags":2111},"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",[225,374,882,521,1774],{"title":2113,"description":2114,"path":2115,"category":1676,"date":230,"updatedAt":230,"sourceType":222,"source":2116,"tags":2117},"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",[374,225,876,247,572],{"title":2119,"description":2120,"path":2121,"category":1676,"date":439,"updatedAt":439,"sourceType":222,"source":1966,"tags":2122},"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",[295,715,495,566,733],{"title":2124,"description":2125,"path":2126,"category":2127,"date":2128,"updatedAt":2128,"sourceType":244,"source":2129,"tags":2130},"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",[2131,2132,250,1866,2133],"site-update","content","weekly",{"title":2135,"description":2136,"path":2137,"category":2138,"date":1471,"updatedAt":308,"sourceType":222,"source":1472,"tags":2139},"OpenClaw 隐私优先：数据保留在本地设备","OpenClaw 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的安全设计理念、数据保护机制和企业级安全特性。","/news/security-architecture",[269,632,268,260],{"title":2161,"description":2162,"path":2163,"category":2164,"date":308,"updatedAt":308,"sourceType":512,"source":2165,"tags":2166},"OpenClaw 安全最佳实践：保护你的 AI 助手免受风险","随着 OpenClaw 的普及，安全问题日益受到关注。本文整理了保护本地 AI 助手的关键安全措施和最佳实践。","/news/security-best-practices","安全公告","安全社区",[269,632,1012,361],{"title":2168,"description":2169,"path":2170,"category":1549,"date":1471,"updatedAt":308,"sourceType":222,"source":1472,"tags":2171},"OpenClaw Signal 隐私通讯集成","了解如何将 OpenClaw 连接到 Signal，实现隐私通讯。","/news/signal-privacy",[792,632,1551,278],{"title":2173,"description":2174,"path":2175,"category":1528,"date":1497,"updatedAt":562,"sourceType":1172,"source":1498,"tags":2176},"OpenClaw 技能市场突破 400 个技能","OpenClaw 技能市场迎来重要里程碑，社区贡献的技能数量突破 400 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