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Gateway 之间的职责差异，帮助团队理解“能力跑在哪台机器上”这条边界。","/docs/manual/headless-node-hosts-and-device-boundaries",[351,536,537,538,183],"headless","pairing","devices",{"title":540,"description":541,"path":542,"category":341,"updatedAt":253,"sourceType":211,"tags":543},"Hooks 生命周期与事件类型","基于最新官方 Hooks 文档，解释 agent:bootstrap、session start/end、/new、/reset 等生命周期事件分别适合放什么逻辑，以及什么时候该用 hook pack 或插件托管 hooks。","/docs/manual/hook-lifecycle-events",[290,544,545,232,288],"lifecycle","events",{"title":547,"description":548,"path":549,"category":341,"updatedAt":245,"sourceType":211,"tags":550},"Hooks 能做什么","从中文用户角度理解 OpenClaw 里的 hooks，不把它只看成技术细节，而看成自动化扩展点。","/docs/manual/hooks-overview",[290,232,509,545],{"title":552,"description":553,"path":554,"category":341,"updatedAt":377,"sourceType":211,"tags":555},"消息入口的去重、合并和排队是怎么工作的","基于最新官方 Messages 文档，解释 OpenClaw 的 inbound dedupe、inbound debounce、active-run queue 和 outbound chunking 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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",[1057,1148,1149,1141,1051],"logging","flags",{"title":1151,"description":1152,"path":1153,"category":1045,"updatedAt":377,"sourceType":211,"tags":1154},"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",[399,1155,1156,380,1051],"dmScope","identityLinks",{"title":1158,"description":1159,"path":1160,"category":1045,"updatedAt":377,"sourceType":211,"tags":1161},"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",[891,892,1057,1162,1051],"migrations",{"title":1164,"description":1165,"path":1166,"category":1045,"updatedAt":377,"sourceType":211,"tags":1167},"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",[745,197,407,1168,1051],"shell",{"title":1170,"description":1171,"path":1172,"category":1045,"updatedAt":296,"sourceType":180,"tags":1173},"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",[1174,965,161,1175,967],"sources","trust",{"title":1177,"description":1178,"path":1179,"category":1045,"updatedAt":253,"sourceType":211,"tags":1180},"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",[183,1181,362,819,352],"rpc",{"title":1183,"description":1184,"path":1185,"category":1045,"updatedAt":377,"sourceType":211,"tags":1186},"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",[537,538,183,351,1051],{"title":1188,"description":1189,"path":1190,"category":1045,"updatedAt":811,"sourceType":211,"tags":1191},"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",[399,183,311,240,1051],{"title":1193,"description":1194,"path":1195,"category":1045,"updatedAt":405,"sourceType":211,"tags":1196},"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",[183,819,1197,1198,1051],"protocol","scopes",{"title":1200,"description":1201,"path":1202,"category":1045,"updatedAt":395,"sourceType":211,"tags":1203},"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",[398,1204,380,622,556],"mention",{"title":1206,"description":1207,"path":1208,"category":1045,"updatedAt":405,"sourceType":211,"tags":1209},"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",[865,1210,1211,1212,1051],"visibility","activeHours","alerts",{"title":1214,"description":1215,"path":1216,"category":1045,"updatedAt":395,"sourceType":211,"tags":1217},"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",[813,819,1218,183,1051],"sdk",{"title":1220,"description":1221,"path":1222,"category":1045,"updatedAt":395,"sourceType":211,"tags":1223},"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",[197,1224,843,1225,1051],"include","arrays",{"title":1227,"description":1228,"path":1229,"category":1045,"updatedAt":377,"sourceType":211,"tags":1230},"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",[651,1231,503,231,1051],"invoke",{"title":1233,"description":1234,"path":1235,"category":1045,"updatedAt":405,"sourceType":211,"tags":1236},"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",[187,1237,1238,1239,1240,1051],"hybrid-search","ranking","mmr","retrieval",{"title":1242,"description":1243,"path":1244,"category":1045,"updatedAt":296,"sourceType":211,"tags":1245},"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",[304,1246,372,370,1051],"probe",{"title":1248,"description":1249,"path":1250,"category":1045,"updatedAt":740,"sourceType":211,"tags":1251},"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",[537,538,1086,1252,872],"credentials",{"title":1254,"description":1255,"path":1256,"category":1045,"updatedAt":296,"sourceType":211,"tags":1257},"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",[288,433,1258,1259,967,1051],"npm","pin",{"title":1261,"description":1262,"path":1263,"category":1138,"updatedAt":253,"sourceType":211,"tags":1264},"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",[1140,1265,605,370,166],"raw-stream",{"title":1267,"description":1268,"path":1269,"category":1045,"updatedAt":405,"sourceType":211,"tags":1270},"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",[255,1271,372,183,1051],"tlsFingerprint",{"title":1273,"description":1274,"path":1275,"category":1045,"updatedAt":405,"sourceType":211,"tags":1276},"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",[398,1277,1278,1279,1051],"mentions","pending-history","reply",{"title":1281,"description":1282,"path":1283,"category":1045,"updatedAt":377,"sourceType":211,"tags":1284},"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",[1285,1286,333,370,1051],"secrets","secretrefs",{"title":1288,"description":1289,"path":1290,"category":1045,"updatedAt":395,"sourceType":211,"tags":1291},"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",[399,164,1155,537,622],{"title":1293,"description":1294,"path":1295,"category":1045,"updatedAt":1296,"sourceType":211,"tags":1297},"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",[399,1298,1299,768,1051],"transcript","jsonl",{"title":1301,"description":1302,"path":1303,"category":1045,"updatedAt":1296,"sourceType":211,"tags":1304},"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",[336,362,1305,989,204],"store",{"title":1307,"description":1308,"path":1309,"category":1045,"updatedAt":405,"sourceType":211,"tags":1310},"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",[164,1004,989,1311,1051],"ingress",{"title":1313,"description":1314,"path":1315,"category":1045,"updatedAt":253,"sourceType":211,"tags":1316},"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",[362,900,1317,605,1318],"health","troubleshooting",{"title":1320,"description":1321,"path":1322,"category":1045,"updatedAt":1296,"sourceType":211,"tags":1323},"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",[1298,1324,370,1325,1051],"hygiene","tool-calls",{"title":1327,"description":1328,"path":1329,"category":1138,"updatedAt":245,"sourceType":211,"tags":1330},"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",[1318,891,900,605],{"title":1332,"description":1333,"path":1334,"category":1045,"updatedAt":377,"sourceType":211,"tags":1335},"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",[311,1336,1337,1298,1051],"history","inject",{"title":1339,"description":1340,"path":1341,"category":1342,"updatedAt":296,"sourceType":211,"tags":1343},"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",[1344,1345,1346,515,919,920],"china","cloud","deployment",{"title":1348,"description":1349,"path":1350,"category":1342,"updatedAt":245,"sourceType":211,"tags":1351},"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",[1346,256,1352,1345,1353],"docker","wsl2",{"title":1355,"description":1356,"path":1357,"category":1342,"updatedAt":750,"sourceType":211,"tags":1358},"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",[238,1258,1359,1353],"install-script",{"title":1361,"description":1362,"path":1363,"category":1342,"updatedAt":253,"sourceType":211,"tags":1364},"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",[238,1365,1359,1366,968],"updater","git",{"title":1368,"description":1369,"path":1370,"category":1342,"updatedAt":499,"sourceType":211,"tags":1371},"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",[238,1365,1372,891,968],"uninstall",{"title":1374,"description":1375,"path":1376,"category":1342,"updatedAt":499,"sourceType":211,"tags":1377},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 的详细指南。","/docs/setup/linux-installation",[662,238,248,1378],"server",{"title":1380,"description":1381,"path":1382,"category":1342,"updatedAt":499,"sourceType":211,"tags":1383},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[389,238,248,1384],"apple",{"title":1386,"description":1387,"path":1388,"category":1389,"updatedAt":245,"sourceType":211,"tags":1390},"版本迁移与升级检查单","在 OpenClaw 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之间更清晰的协作关系。","/news/openclaw-cli-control-plane-watch-2026-03-21","https://docs.openclaw.ai/cli",[362,183,1181,352,204],{"title":1685,"description":1686,"path":1687,"category":1613,"date":377,"updatedAt":377,"sourceType":211,"source":1688,"tags":1689},"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",[197,745,379,1690,204],"overrides",{"title":1692,"description":1693,"path":1694,"category":1406,"date":253,"updatedAt":253,"sourceType":211,"source":1601,"tags":1695},"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 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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",[240,335,1134,372,458],{"title":1709,"description":1710,"path":1711,"category":1613,"date":296,"updatedAt":296,"sourceType":211,"source":1627,"tags":1712},"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",[240,311,478,1134,380,1713],"web",{"title":1715,"description":1716,"path":1717,"category":1406,"date":152,"updatedAt":152,"sourceType":161,"source":1718,"tags":1719},"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",[194,198,450,1344],{"title":1721,"description":1722,"path":1723,"category":1613,"date":395,"updatedAt":395,"sourceType":211,"source":1724,"tags":1725},"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",[538,537,478,885,1726],"rotate",{"title":1728,"description":1729,"path":1730,"category":1613,"date":377,"updatedAt":377,"sourceType":211,"source":1731,"tags":1732},"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",[1745,1746,1747,1748],"education","adoption","ai-tutor","higher-education",{"title":1750,"description":1751,"path":1752,"category":1742,"date":152,"updatedAt":152,"sourceType":161,"source":1753,"tags":1754},"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",[167,1346,231,1344],{"title":1756,"description":1757,"path":1758,"category":1406,"date":253,"updatedAt":253,"sourceType":211,"source":1759,"tags":1760},"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",[198,433,288,290,451],{"title":1762,"description":1763,"path":1764,"category":1613,"date":357,"updatedAt":357,"sourceType":211,"source":1765,"tags":1766},"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",[515,516,517,518,185,519],{"title":1768,"description":1769,"path":1770,"category":1613,"date":395,"updatedAt":395,"sourceType":211,"source":1771,"tags":1772},"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",[183,537,1773,478,351],"pending",{"title":1775,"description":1776,"path":1777,"category":1613,"date":811,"updatedAt":811,"sourceType":211,"source":1778,"tags":1779},"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",[183,399,311,240,1780],"state",{"title":1782,"description":1783,"path":1784,"category":1613,"date":395,"updatedAt":395,"sourceType":211,"source":1785,"tags":1786},"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 顺序写得更完整了，也让“没回”和“没进系统”首次更容易区分。","/news/openclaw-group-policy-watch-2026-03-25","https://docs.openclaw.ai/channels/groups",[398,1204,622,556,380],{"title":1788,"description":1789,"path":1790,"category":1613,"date":405,"updatedAt":405,"sourceType":211,"source":1785,"tags":1791},"OpenClaw 正在把群触发从“@一下就行”写成更完整的治理链","官方最近围绕 Groups、Group Messages 和 Broadcast Groups 的文档更新，正在把 reply-to implicit mention、pending history、forum topic session key 和 shared-group rollout 写成更完整的群入口治理链。","/news/openclaw-group-trigger-governance-watch-2026-03-29",[398,1277,1792,397,669],"activation",{"title":1794,"description":1795,"path":1796,"category":1613,"date":395,"updatedAt":395,"sourceType":211,"source":1797,"tags":1798},"OpenClaw 配置观察：include 合并边界正在从“能拆文件”继续走向“能预测最终结果”","基于 2026 年 3 月 25 日可见的官方 Configuration 文档，最近配置层最值得关注的变化之一是 include、数组处理和 sibling override 的顺序正在被官方主动写清。","/news/openclaw-include-merge-boundary-watch-2026-03-25","https://docs.openclaw.ai/gateway/configuration",[197,1224,843,1225,204],{"title":1800,"description":1801,"path":1802,"category":1406,"date":253,"updatedAt":253,"sourceType":211,"source":1803,"tags":1804},"OpenClaw 官方 Showcase 基础设施观察：Home Assistant、Nix 与远程文件流转正在成为高频落地方向","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得关注的基础设施与部署类案例，观察 OpenClaw 在家庭服务器、可复现部署和远程实例运维上的真实应用。","/news/openclaw-infra-showcase-watch-2026-03-21","https://docs.openclaw.ai/start/showcase",[1805,1346,1806,1807,1808],"showcase","home-assistant","nix","infrastructure",{"title":1810,"description":1811,"path":1812,"category":1613,"date":377,"updatedAt":377,"sourceType":211,"source":1813,"tags":1814},"OpenClaw 的长期会话治理能力正在变完整","官方最近围绕 session、memory、compaction 和 secure DM mode 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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",[980,479,458,537,255],{"title":1879,"description":1880,"path":1881,"category":1613,"date":405,"updatedAt":405,"sourceType":211,"source":1882,"tags":1883},"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",[240,311,819,980,352],{"title":1885,"description":1886,"path":1887,"category":1613,"date":395,"updatedAt":395,"sourceType":211,"source":1724,"tags":1888},"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",[370,304,351,372,669],{"title":1914,"description":1915,"path":1916,"category":1613,"date":405,"updatedAt":405,"sourceType":211,"source":1917,"tags":1918},"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",[370,1050,304,183,204],{"title":1920,"description":1921,"path":1922,"category":1406,"date":253,"updatedAt":253,"sourceType":211,"source":1601,"tags":1923},"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",[965,966,968,967],{"title":1925,"description":1926,"path":1927,"category":1613,"date":377,"updatedAt":377,"sourceType":211,"source":1627,"tags":1928},"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",[240,537,351,255,872],{"title":1930,"description":1931,"path":1932,"category":1613,"date":395,"updatedAt":395,"sourceType":211,"source":1933,"tags":1934},"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",[380,379,1935,185,381],"threads",{"title":1937,"description":1938,"path":1939,"category":1613,"date":357,"updatedAt":357,"sourceType":211,"source":1940,"tags":1941},"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",[710,597,711,281,186],{"title":1943,"description":1944,"path":1945,"category":1613,"date":395,"updatedAt":395,"sourceType":211,"source":1946,"tags":1947},"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",[1286,1948,1949,1285,204],"snapshot","rotation",{"title":1951,"description":1952,"path":1953,"category":1613,"date":395,"updatedAt":395,"sourceType":211,"source":1813,"tags":1954},"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",[399,164,1155,537,1004],{"title":1956,"description":1957,"path":1958,"category":1613,"date":296,"updatedAt":296,"sourceType":211,"source":1959,"tags":1960},"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",[164,989,991,990,204],{"title":5,"description":153,"path":157,"category":151,"date":152,"updatedAt":152,"sourceType":161,"source":159,"tags":1962},[164,165,166,167],{"title":1964,"description":1965,"path":1966,"category":1613,"date":377,"updatedAt":377,"sourceType":211,"source":1946,"tags":1967},"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 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巡检面。","/news/openclaw-sessions-cli-watch-2026-04-01","https://docs.openclaw.ai/cli/sessions",[336,362,1305,989,204],{"title":1982,"description":1983,"path":1984,"category":1613,"date":395,"updatedAt":395,"sourceType":211,"source":1985,"tags":1986},"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",[164,1004,1005,1987,183],"sandbox",{"title":1989,"description":1990,"path":1991,"category":1406,"date":253,"updatedAt":253,"sourceType":211,"source":1803,"tags":1992},"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",[1805,161,425,198,232],{"title":1994,"description":1995,"path":1996,"category":1613,"date":405,"updatedAt":405,"sourceType":211,"source":1985,"tags":1997},"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",[1004,1156,397,380,164],{"title":1999,"description":2000,"path":2001,"category":1613,"date":1296,"updatedAt":1296,"sourceType":211,"source":2002,"tags":2003},"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",[1298,370,1324,1325,2004],"compatibility",{"title":2006,"description":2007,"path":2008,"category":1613,"date":296,"updatedAt":296,"sourceType":211,"source":1658,"tags":2009},"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",[1024,164,255,183,372],{"title":2011,"description":2012,"path":2013,"category":1613,"date":811,"updatedAt":811,"sourceType":211,"source":1778,"tags":2014},"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",[183,311,813,1140,399],{"title":2016,"description":2017,"path":2018,"category":1613,"date":296,"updatedAt":296,"sourceType":211,"source":2019,"tags":2020},"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",[1372,968,644,183,1780],{"title":2022,"description":2023,"path":2024,"category":1613,"date":296,"updatedAt":296,"sourceType":211,"source":2025,"tags":2026},"OpenClaw 更新观察：stable、beta、dev 正在从版本标签变成正式 rollout 体系","基于 2026 年 3 月 24 日可见的官方 update CLI 与 Updating 文档，最近最值得关注的变化之一是更新通道和 auto-updater 行为已经被官方写成一套明确的 rollout 逻辑。","/news/openclaw-update-channels-watch-2026-03-24","https://docs.openclaw.ai/cli/update",[1036,1037,1038,1039,1040],{"title":2028,"description":2029,"path":2030,"category":1406,"date":253,"updatedAt":253,"sourceType":211,"source":1803,"tags":2031},"OpenClaw 官方 Showcase 语音观察：Phone Bridge、Telegram Voice Notes 与多语言转录正在把语音入口做实","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得中文站关注的语音与电话类案例，观察 OpenClaw 在电话桥接、TTS 回传和多语言转录上的真实方向。","/news/openclaw-voice-phone-showcase-watch-2026-03-21",[1805,472,2032,2033,486],"phone","tts",{"title":2035,"description":2036,"path":2037,"category":1613,"date":395,"updatedAt":395,"sourceType":211,"source":2038,"tags":2039},"OpenClaw 语音观察：全局 wake words 与设备本地 toggle 的分层正在变清楚","基于 2026 年 3 月 25 日可见的官方 Voice Wake 文档，最近语音层最值得关注的变化之一是 Gateway 级词表与设备本地开关的边界正在被官方主动强调。","/news/openclaw-voice-wake-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes/voice-wake",[472,799,800,351,538],{"title":2041,"description":2042,"path":2043,"category":1406,"date":253,"updatedAt":253,"sourceType":211,"source":1627,"tags":2044},"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",[240,311,819,458,1713],{"title":2046,"description":2047,"path":2048,"category":1613,"date":811,"updatedAt":811,"sourceType":211,"source":2049,"tags":2050},"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 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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",[164,166,167,196],{"title":2094,"description":2095,"path":2096,"category":2097,"date":245,"updatedAt":245,"sourceType":161,"source":2098,"tags":2099},"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",[164,166,950,298],{"title":2101,"description":2102,"path":2103,"category":1485,"date":1407,"updatedAt":245,"sourceType":211,"source":1408,"tags":2104},"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",[728,166,1487,214],{"title":2106,"description":2107,"path":2108,"category":1464,"date":1433,"updatedAt":499,"sourceType":1108,"source":1434,"tags":2109},"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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