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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",[407,1165,1166,389,1063],"dmScope","identityLinks",{"title":1168,"description":1169,"path":1170,"category":1057,"updatedAt":386,"sourceType":169,"tags":1171},"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",[900,901,1069,1172,1063],"migrations",{"title":1174,"description":1175,"path":1176,"category":1057,"updatedAt":386,"sourceType":169,"tags":1177},"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",[754,206,415,1178,1063],"shell",{"title":1180,"description":1181,"path":1182,"category":1057,"updatedAt":305,"sourceType":190,"tags":1183},"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",[1184,975,458,1185,977],"sources","trust",{"title":1187,"description":1188,"path":1189,"category":1057,"updatedAt":262,"sourceType":169,"tags":1190},"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",[193,1191,371,828,361],"rpc",{"title":1193,"description":1194,"path":1195,"category":1057,"updatedAt":386,"sourceType":169,"tags":1196},"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",[172,546,193,360,1063],{"title":1198,"description":1199,"path":1200,"category":1057,"updatedAt":820,"sourceType":169,"tags":1201},"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",[407,193,320,249,1063],{"title":1203,"description":1204,"path":1205,"category":1057,"updatedAt":413,"sourceType":169,"tags":1206},"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",[193,828,1207,1208,1063],"protocol","scopes",{"title":1210,"description":1211,"path":1212,"category":1057,"updatedAt":160,"sourceType":169,"tags":1213},"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",[406,1214,389,631,564],"mention",{"title":1216,"description":1217,"path":1218,"category":1057,"updatedAt":413,"sourceType":169,"tags":1219},"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",[874,1220,1221,1222,1063],"visibility","activeHours","alerts",{"title":1224,"description":1225,"path":1226,"category":1057,"updatedAt":160,"sourceType":169,"tags":1227},"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",[822,828,1228,193,1063],"sdk",{"title":1230,"description":1231,"path":1232,"category":1057,"updatedAt":160,"sourceType":169,"tags":1233},"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",[206,1234,852,1235,1063],"include","arrays",{"title":1237,"description":1238,"path":1239,"category":1057,"updatedAt":386,"sourceType":169,"tags":1240},"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",[660,1241,512,240,1063],"invoke",{"title":1243,"description":1244,"path":1245,"category":1057,"updatedAt":413,"sourceType":169,"tags":1246},"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",[196,1247,1248,1249,1250,1063],"hybrid-search","ranking","mmr","retrieval",{"title":1252,"description":1253,"path":1254,"category":1057,"updatedAt":305,"sourceType":169,"tags":1255},"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",[313,1256,381,379,1063],"probe",{"title":149,"description":1258,"path":148,"category":1057,"updatedAt":749,"sourceType":169,"tags":1259},"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。",[172,546,173,1260,881],"credentials",{"title":1262,"description":1263,"path":1264,"category":1057,"updatedAt":305,"sourceType":169,"tags":1265},"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",[297,441,1266,1267,977,1063],"npm","pin",{"title":1269,"description":1270,"path":1271,"category":1148,"updatedAt":262,"sourceType":169,"tags":1272},"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",[1150,1273,614,379,577],"raw-stream",{"title":1275,"description":1276,"path":1277,"category":1057,"updatedAt":413,"sourceType":169,"tags":1278},"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",[264,1279,381,193,1063],"tlsFingerprint",{"title":1281,"description":1282,"path":1283,"category":1057,"updatedAt":413,"sourceType":169,"tags":1284},"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",[406,1285,1286,1287,1063],"mentions","pending-history","reply",{"title":1289,"description":1290,"path":1291,"category":1057,"updatedAt":386,"sourceType":169,"tags":1292},"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",[1293,1294,342,379,1063],"secrets","secretrefs",{"title":1296,"description":1297,"path":1298,"category":1057,"updatedAt":160,"sourceType":169,"tags":1299},"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",[407,214,1165,172,631],{"title":1301,"description":1302,"path":1303,"category":1057,"updatedAt":1304,"sourceType":169,"tags":1305},"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",[407,1306,1307,777,1063],"transcript","jsonl",{"title":1309,"description":1310,"path":1311,"category":1057,"updatedAt":1304,"sourceType":169,"tags":1312},"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",[345,371,1313,1001,176],"store",{"title":1315,"description":1316,"path":1317,"category":1057,"updatedAt":413,"sourceType":169,"tags":1318},"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",[214,1016,1001,1319,1063],"ingress",{"title":1321,"description":1322,"path":1323,"category":1057,"updatedAt":262,"sourceType":169,"tags":1324},"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",[371,909,1325,614,1326],"health","troubleshooting",{"title":1328,"description":1329,"path":1330,"category":1057,"updatedAt":1304,"sourceType":169,"tags":1331},"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",[1306,1332,379,1333,1063],"hygiene","tool-calls",{"title":1335,"description":1336,"path":1337,"category":1148,"updatedAt":254,"sourceType":169,"tags":1338},"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",[1326,900,909,614],{"title":1340,"description":1341,"path":1342,"category":1057,"updatedAt":386,"sourceType":169,"tags":1343},"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",[320,1344,1345,1306,1063],"history","inject",{"title":1347,"description":1348,"path":1349,"category":1350,"updatedAt":305,"sourceType":169,"tags":1351},"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",[1352,1353,1354,524,928,929],"china","cloud","deployment",{"title":1356,"description":1357,"path":1358,"category":1350,"updatedAt":254,"sourceType":169,"tags":1359},"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",[1354,265,1360,1353,1361],"docker","wsl2",{"title":1363,"description":1364,"path":1365,"category":1350,"updatedAt":759,"sourceType":169,"tags":1366},"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",[247,1266,1367,1361],"install-script",{"title":1369,"description":1370,"path":1371,"category":1350,"updatedAt":262,"sourceType":169,"tags":1372},"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",[247,1373,1367,1374,978],"updater","git",{"title":1376,"description":1377,"path":1378,"category":1350,"updatedAt":508,"sourceType":169,"tags":1379},"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",[247,1373,1380,900,978],"uninstall",{"title":1382,"description":1383,"path":1384,"category":1350,"updatedAt":508,"sourceType":169,"tags":1385},"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",[671,247,257,1386],"server",{"title":1388,"description":1389,"path":1390,"category":1350,"updatedAt":508,"sourceType":169,"tags":1391},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[398,247,257,1392],"apple",{"title":1394,"description":1395,"path":1396,"category":1397,"updatedAt":254,"sourceType":169,"tags":1398},"版本迁移与升级检查单","在 OpenClaw 版本升级前后，优先检查配置、CLI、认证和入口层变化，避免把升级直接变成线上事故。","/docs/setup/migration-guide","迁移",[1399,1400,975,1401],"migration","upgrade","checklist",{"title":1403,"description":1404,"path":1405,"category":1350,"updatedAt":508,"sourceType":169,"tags":1406},"Windows 安装指南","在 Windows 上安装和配置 OpenClaw 的详细指南，推荐使用 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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",[371,193,1191,361,176],{"title":1692,"description":1693,"path":1694,"category":159,"date":386,"updatedAt":386,"sourceType":169,"source":1695,"tags":1696},"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",[206,754,388,1697,176],"overrides",{"title":1699,"description":1700,"path":1701,"category":1414,"date":262,"updatedAt":262,"sourceType":169,"source":1609,"tags":1702},"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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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",[203,207,459,1352],{"title":1728,"description":1729,"path":1730,"category":159,"date":160,"updatedAt":160,"sourceType":169,"source":167,"tags":1731},"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",[546,172,487,894,1732],"rotate",{"title":1734,"description":1735,"path":1736,"category":159,"date":386,"updatedAt":386,"sourceType":169,"source":1737,"tags":1738},"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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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",[193,172,1779,487,360],"pending",{"title":1781,"description":1782,"path":1783,"category":159,"date":820,"updatedAt":820,"sourceType":169,"source":1784,"tags":1785},"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",[193,407,320,249,1786],"state",{"title":1788,"description":1789,"path":1790,"category":159,"date":160,"updatedAt":160,"sourceType":169,"source":1791,"tags":1792},"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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组织方式。","/news/openclaw-plugin-ecosystem-watch-2026-03-21","https://docs.openclaw.ai/plugins",[297,459,299,458,460],{"title":1899,"description":1900,"path":1901,"category":159,"date":305,"updatedAt":305,"sourceType":169,"source":1902,"tags":1903},"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 正在被官方主动连成一条生命周期链。","/news/openclaw-plugin-install-tracking-watch-2026-03-24","https://docs.openclaw.ai/cli/plugins",[297,441,1266,1267,977],{"title":1905,"description":1906,"path":1907,"category":159,"date":305,"updatedAt":305,"sourceType":169,"source":1908,"tags":1909},"OpenClaw 工作流观察：OpenProse 与 Lobster 的上下层分工正在变清楚","基于 2026 年 3 月 24 日可见的官方 Lobster 文档，最近最值得关注的信号是 OpenProse 与 Lobster 的边界正在被官方主动写清，多智能体准备和确定性执行不再混成一层。","/news/openclaw-prose-lobster-watch-2026-03-24","https://docs.openclaw.ai/tools/lobster",[659,660,240,512,298],{"title":1911,"description":1912,"path":1913,"category":159,"date":413,"updatedAt":413,"sourceType":169,"source":1914,"tags":1915},"OpenClaw 正在把 provider、模型和远程执行分成不同治理层","官方最近围绕 Models、Model Failover 和 node 的文档更新，正在把 provider auth、模型 allowlist、多模态能力和远程 node 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",[379,313,360,381,678],{"title":1917,"description":1918,"path":1919,"category":159,"date":413,"updatedAt":413,"sourceType":169,"source":1920,"tags":1921},"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",[379,1062,313,193,176],{"title":1923,"description":1924,"path":1925,"category":1414,"date":262,"updatedAt":262,"sourceType":169,"source":1609,"tags":1926},"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",[975,976,978,977],{"title":1928,"description":1929,"path":1930,"category":159,"date":386,"updatedAt":386,"sourceType":169,"source":1634,"tags":1931},"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",[249,172,360,264,881],{"title":1933,"description":1934,"path":1935,"category":159,"date":160,"updatedAt":160,"sourceType":169,"source":1936,"tags":1937},"OpenClaw 的 routing 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的边界越来越清楚。","/news/openclaw-secret-snapshot-watch-2026-03-25","https://docs.openclaw.ai/gateway/secrets",[1294,1951,1952,1293,176],"snapshot","rotation",{"title":1954,"description":1955,"path":1956,"category":159,"date":160,"updatedAt":160,"sourceType":169,"source":1819,"tags":1957},"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",[407,214,1165,172,1016],{"title":1959,"description":1960,"path":1961,"category":159,"date":305,"updatedAt":305,"sourceType":169,"source":1962,"tags":1963},"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",[214,1001,1003,1002,176],{"title":1965,"description":1966,"path":1967,"category":1968,"date":189,"updatedAt":189,"sourceType":458,"source":1969,"tags":1970},"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",[214,1971,577,213],"compliance",{"title":1973,"description":1974,"path":1975,"category":159,"date":386,"updatedAt":386,"sourceType":169,"source":1949,"tags":1976},"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",[214,1293,512,1977,176],"proxy",{"title":1979,"description":1980,"path":1981,"category":159,"date":1304,"updatedAt":1304,"sourceType":169,"source":1982,"tags":1983},"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",[407,1307,777,1306,193],{"title":1985,"description":1986,"path":1987,"category":159,"date":1304,"updatedAt":1304,"sourceType":169,"source":1988,"tags":1989},"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",[345,371,1313,1001,176],{"title":1991,"description":1992,"path":1993,"category":159,"date":160,"updatedAt":160,"sourceType":169,"source":1994,"tags":1995},"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",[214,1016,1017,1996,193],"sandbox",{"title":1998,"description":1999,"path":2000,"category":1414,"date":262,"updatedAt":262,"sourceType":169,"source":1809,"tags":2001},"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",[1811,458,433,207,241],{"title":2003,"description":2004,"path":2005,"category":159,"date":413,"updatedAt":413,"sourceType":169,"source":1994,"tags":2006},"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",[1016,1166,405,389,214],{"title":2008,"description":2009,"path":2010,"category":159,"date":1304,"updatedAt":1304,"sourceType":169,"source":2011,"tags":2012},"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",[1306,379,1332,1333,2013],"compatibility",{"title":2015,"description":2016,"path":2017,"category":159,"date":305,"updatedAt":305,"sourceType":169,"source":1665,"tags":2018},"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",[1036,214,264,193,381],{"title":2020,"description":2021,"path":2022,"category":159,"date":820,"updatedAt":820,"sourceType":169,"source":1784,"tags":2023},"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",[193,320,822,1150,407],{"title":2025,"description":2026,"path":2027,"category":159,"date":305,"updatedAt":305,"sourceType":169,"source":2028,"tags":2029},"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",[1380,978,653,193,1786],{"title":2031,"description":2032,"path":2033,"category":159,"date":305,"updatedAt":305,"sourceType":169,"source":2034,"tags":2035},"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",[1048,1049,1050,1051,1052],{"title":2037,"description":2038,"path":2039,"category":1414,"date":262,"updatedAt":262,"sourceType":169,"source":1809,"tags":2040},"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",[1811,481,2041,2042,495],"phone","tts",{"title":2044,"description":2045,"path":2046,"category":159,"date":160,"updatedAt":160,"sourceType":169,"source":2047,"tags":2048},"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",[481,808,809,360,546],{"title":2050,"description":2051,"path":2052,"category":1414,"date":262,"updatedAt":262,"sourceType":169,"source":1634,"tags":2053},"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",[249,320,828,467,1720],{"title":2055,"description":2056,"path":2057,"category":159,"date":820,"updatedAt":820,"sourceType":169,"source":2058,"tags":2059},"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",[214,577,213,205],{"title":2103,"description":2104,"path":2105,"category":2106,"date":254,"updatedAt":254,"sourceType":458,"source":2107,"tags":2108},"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",[214,577,960,307],{"title":2110,"description":2111,"path":2112,"category":1493,"date":1415,"updatedAt":254,"sourceType":169,"source":1416,"tags":2113},"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",[737,577,1495,223],{"title":2115,"description":2116,"path":2117,"category":1472,"date":1441,"updatedAt":508,"sourceType":1116,"source":1442,"tags":2118},"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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