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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",[827,828,996,1103,990],"migrations",{"title":1105,"description":1106,"path":1107,"category":984,"updatedAt":311,"sourceType":95,"tags":1108},"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",[681,133,341,1109,990],"shell",{"title":1111,"description":1112,"path":1113,"category":984,"updatedAt":230,"sourceType":116,"tags":1114},"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",[1115,902,384,1116,904],"sources","trust",{"title":1118,"description":1119,"path":1120,"category":984,"updatedAt":187,"sourceType":95,"tags":1121},"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",[119,1122,296,755,286],"rpc",{"title":1124,"description":1125,"path":1126,"category":984,"updatedAt":311,"sourceType":95,"tags":1127},"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",[472,473,119,285,990],{"title":1129,"description":1130,"path":1131,"category":984,"updatedAt":747,"sourceType":95,"tags":1132},"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",[333,119,245,175,990],{"title":1134,"description":1135,"path":1136,"category":984,"updatedAt":339,"sourceType":95,"tags":1137},"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",[119,755,1138,1139,990],"protocol","scopes",{"title":1141,"description":1142,"path":1143,"category":984,"updatedAt":329,"sourceType":95,"tags":1144},"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",[332,1145,314,558,491],"mention",{"title":1147,"description":1148,"path":1149,"category":984,"updatedAt":339,"sourceType":95,"tags":1150},"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",[801,1151,1152,1153,990],"visibility","activeHours","alerts",{"title":1155,"description":1156,"path":1157,"category":984,"updatedAt":329,"sourceType":95,"tags":1158},"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",[749,755,1159,119,990],"sdk",{"title":1161,"description":1162,"path":1163,"category":984,"updatedAt":329,"sourceType":95,"tags":1164},"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",[133,1165,779,1166,990],"include","arrays",{"title":1168,"description":1169,"path":1170,"category":984,"updatedAt":311,"sourceType":95,"tags":1171},"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",[587,1172,438,166,990],"invoke",{"title":1174,"description":1175,"path":1176,"category":984,"updatedAt":339,"sourceType":95,"tags":1177},"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",[123,1178,1179,1180,1181,990],"hybrid-search","ranking","mmr","retrieval",{"title":1183,"description":1184,"path":1185,"category":984,"updatedAt":230,"sourceType":95,"tags":1186},"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",[238,1187,306,304,990],"probe",{"title":1189,"description":1190,"path":1191,"category":984,"updatedAt":676,"sourceType":95,"tags":1192},"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",[472,473,1025,1193,808],"credentials",{"title":1195,"description":1196,"path":1197,"category":984,"updatedAt":230,"sourceType":95,"tags":1198},"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",[222,367,1199,1200,904,990],"npm","pin",{"title":1202,"description":1203,"path":1204,"category":1079,"updatedAt":187,"sourceType":95,"tags":1205},"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",[1081,1206,541,304,504],"raw-stream",{"title":1208,"description":1209,"path":1210,"category":984,"updatedAt":339,"sourceType":95,"tags":1211},"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",[189,1212,306,119,990],"tlsFingerprint",{"title":1214,"description":1215,"path":1216,"category":984,"updatedAt":339,"sourceType":95,"tags":1217},"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",[332,1218,1219,1220,990],"mentions","pending-history","reply",{"title":1222,"description":1223,"path":1224,"category":984,"updatedAt":311,"sourceType":95,"tags":1225},"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",[1226,1227,267,304,990],"secrets","secretrefs",{"title":1229,"description":1230,"path":1231,"category":984,"updatedAt":329,"sourceType":95,"tags":1232},"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",[333,98,1096,472,558],{"title":1234,"description":1235,"path":1236,"category":984,"updatedAt":1237,"sourceType":95,"tags":1238},"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",[333,1239,1240,704,990],"transcript","jsonl",{"title":1242,"description":1243,"path":1244,"category":984,"updatedAt":1237,"sourceType":95,"tags":1245},"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",[270,296,1246,928,140],"store",{"title":1248,"description":1249,"path":1250,"category":984,"updatedAt":339,"sourceType":95,"tags":1251},"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",[98,943,928,1252,990],"ingress",{"title":1254,"description":1255,"path":1256,"category":984,"updatedAt":187,"sourceType":95,"tags":1257},"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",[296,836,1258,541,1259],"health","troubleshooting",{"title":1261,"description":1262,"path":1263,"category":984,"updatedAt":1237,"sourceType":95,"tags":1264},"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",[1239,1265,304,1266,990],"hygiene","tool-calls",{"title":1268,"description":1269,"path":1270,"category":1079,"updatedAt":102,"sourceType":95,"tags":1271},"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",[1259,827,836,541],{"title":1273,"description":1274,"path":1275,"category":984,"updatedAt":311,"sourceType":95,"tags":1276},"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",[245,1277,1278,1239,990],"history","inject",{"title":1280,"description":1281,"path":1282,"category":1283,"updatedAt":230,"sourceType":95,"tags":1284},"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",[1285,1286,1287,450,855,856],"china","cloud","deployment",{"title":1289,"description":1290,"path":1291,"category":1283,"updatedAt":102,"sourceType":95,"tags":1292},"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",[1287,190,1293,1286,1294],"docker","wsl2",{"title":1296,"description":1297,"path":1298,"category":1283,"updatedAt":686,"sourceType":95,"tags":1299},"OpenClaw 安装与环境","按官方推荐方式安装 OpenClaw，并根据本地开发、WSL2 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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",[175,269,1073,306,393],{"title":1648,"description":1649,"path":1650,"category":1552,"date":230,"updatedAt":230,"sourceType":95,"source":1566,"tags":1651},"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",[175,245,413,1073,314,1652],"web",{"title":1654,"description":1655,"path":1656,"category":1347,"date":115,"updatedAt":115,"sourceType":384,"source":1657,"tags":1658},"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",[130,100,385,1285],{"title":1660,"description":1661,"path":1662,"category":1552,"date":329,"updatedAt":329,"sourceType":95,"source":1663,"tags":1664},"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",[473,472,413,821,1665],"rotate",{"title":1667,"description":1668,"path":1669,"category":1552,"date":311,"updatedAt":311,"sourceType":95,"source":1670,"tags":1671},"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",[1684,1685,1686,1687],"education","adoption","ai-tutor","higher-education",{"title":1689,"description":1690,"path":1691,"category":1681,"date":115,"updatedAt":115,"sourceType":384,"source":1692,"tags":1693},"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",[139,1287,166,1285],{"title":1695,"description":1696,"path":1697,"category":1347,"date":187,"updatedAt":187,"sourceType":95,"source":1698,"tags":1699},"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",[100,367,222,224,386],{"title":1701,"description":1702,"path":1703,"category":1552,"date":291,"updatedAt":291,"sourceType":95,"source":1704,"tags":1705},"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",[450,451,452,453,121,454],{"title":1707,"description":1708,"path":1709,"category":1552,"date":329,"updatedAt":329,"sourceType":95,"source":1710,"tags":1711},"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",[119,472,1712,413,285],"pending",{"title":1714,"description":1715,"path":1716,"category":1552,"date":747,"updatedAt":747,"sourceType":95,"source":1717,"tags":1718},"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",[119,333,245,175,1719],"state",{"title":1721,"description":1722,"path":1723,"category":1552,"date":329,"updatedAt":329,"sourceType":95,"source":1724,"tags":1725},"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",[332,1145,558,491,314],{"title":1727,"description":1728,"path":1729,"category":1552,"date":339,"updatedAt":339,"sourceType":95,"source":1724,"tags":1730},"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",[332,1218,1731,331,605],"activation",{"title":1733,"description":1734,"path":1735,"category":1552,"date":329,"updatedAt":329,"sourceType":95,"source":1736,"tags":1737},"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",[133,1165,779,1166,140],{"title":1739,"description":1740,"path":1741,"category":1347,"date":187,"updatedAt":187,"sourceType":95,"source":1742,"tags":1743},"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",[1744,1287,1745,1746,1747],"showcase","home-assistant","nix","infrastructure",{"title":1749,"description":1750,"path":1751,"category":1552,"date":311,"updatedAt":311,"sourceType":95,"source":1752,"tags":1753},"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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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",[472,1025,121,1026,140],{"title":1829,"description":1830,"path":1831,"category":1347,"date":187,"updatedAt":187,"sourceType":95,"source":1832,"tags":1833},"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",[222,385,224,384,386],{"title":1835,"description":1836,"path":1837,"category":1552,"date":230,"updatedAt":230,"sourceType":95,"source":1838,"tags":1839},"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",[304,238,285,306,605],{"title":1853,"description":1854,"path":1855,"category":1552,"date":339,"updatedAt":339,"sourceType":95,"source":1856,"tags":1857},"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",[304,989,238,119,140],{"title":1859,"description":1860,"path":1861,"category":1347,"date":187,"updatedAt":187,"sourceType":95,"source":1540,"tags":1862},"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",[902,903,905,904],{"title":1864,"description":1865,"path":1866,"category":1552,"date":311,"updatedAt":311,"sourceType":95,"source":1566,"tags":1867},"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",[175,472,285,189,808],{"title":1869,"description":1870,"path":1871,"category":1552,"date":329,"updatedAt":329,"sourceType":95,"source":1872,"tags":1873},"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",[314,313,1874,121,315],"threads",{"title":1876,"description":1877,"path":1878,"category":1552,"date":291,"updatedAt":291,"sourceType":95,"source":1879,"tags":1880},"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",[646,533,647,215,122],{"title":1882,"description":1883,"path":1884,"category":1552,"date":329,"updatedAt":329,"sourceType":95,"source":1885,"tags":1886},"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",[1227,1887,1888,1226,140],"snapshot","rotation",{"title":1890,"description":1891,"path":1892,"category":1552,"date":329,"updatedAt":329,"sourceType":95,"source":1752,"tags":1893},"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",[333,98,1096,472,943],{"title":1895,"description":1896,"path":1897,"category":1552,"date":230,"updatedAt":230,"sourceType":95,"source":1898,"tags":1899},"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",[98,928,930,929,140],{"title":1901,"description":1902,"path":1903,"category":1904,"date":115,"updatedAt":115,"sourceType":384,"source":1905,"tags":1906},"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",[98,1907,504,139],"compliance",{"title":1909,"description":1910,"path":1911,"category":1552,"date":311,"updatedAt":311,"sourceType":95,"source":1885,"tags":1912},"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",[98,1226,438,1913,140],"proxy",{"title":1915,"description":1916,"path":1917,"category":1552,"date":1237,"updatedAt":1237,"sourceType":95,"source":1918,"tags":1919},"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",[333,1240,704,1239,119],{"title":1921,"description":1922,"path":1923,"category":1552,"date":1237,"updatedAt":1237,"sourceType":95,"source":1924,"tags":1925},"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",[270,296,1246,928,140],{"title":1927,"description":1928,"path":1929,"category":1552,"date":329,"updatedAt":329,"sourceType":95,"source":1930,"tags":1931},"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",[98,943,944,1932,119],"sandbox",{"title":1934,"description":1935,"path":1936,"category":1347,"date":187,"updatedAt":187,"sourceType":95,"source":1742,"tags":1937},"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",[1744,384,359,100,167],{"title":1939,"description":1940,"path":1941,"category":1552,"date":339,"updatedAt":339,"sourceType":95,"source":1930,"tags":1942},"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",[943,1097,331,314,98],{"title":1944,"description":1945,"path":1946,"category":1552,"date":1237,"updatedAt":1237,"sourceType":95,"source":1947,"tags":1948},"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",[1239,304,1265,1266,1949],"compatibility",{"title":1951,"description":1952,"path":1953,"category":1552,"date":230,"updatedAt":230,"sourceType":95,"source":1597,"tags":1954},"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",[963,98,189,119,306],{"title":1956,"description":1957,"path":1958,"category":1552,"date":747,"updatedAt":747,"sourceType":95,"source":1717,"tags":1959},"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",[119,245,749,1081,333],{"title":1961,"description":1962,"path":1963,"category":1552,"date":230,"updatedAt":230,"sourceType":95,"source":1964,"tags":1965},"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",[1313,905,580,119,1719],{"title":1967,"description":1968,"path":1969,"category":1552,"date":230,"updatedAt":230,"sourceType":95,"source":1970,"tags":1971},"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",[975,976,977,978,979],{"title":1973,"description":1974,"path":1975,"category":1347,"date":187,"updatedAt":187,"sourceType":95,"source":1742,"tags":1976},"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",[1744,407,1977,1978,421],"phone","tts",{"title":1980,"description":1981,"path":1982,"category":1552,"date":329,"updatedAt":329,"sourceType":95,"source":1983,"tags":1984},"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",[407,735,736,285,473],{"title":1986,"description":1987,"path":1988,"category":1347,"date":187,"updatedAt":187,"sourceType":95,"source":1566,"tags":1989},"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",[175,245,755,393,1652],{"title":1991,"description":1992,"path":1993,"category":1552,"date":747,"updatedAt":747,"sourceType":95,"source":1994,"tags":1995},"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",[245,175,749,119,444],{"title":1997,"description":1998,"path":1999,"category":1552,"date":311,"updatedAt":311,"sourceType":95,"source":1844,"tags":2000},"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",[166,587,367,438,605],{"title":2002,"description":2003,"path":2004,"category":2005,"date":2006,"updatedAt":2006,"sourceType":116,"source":2007,"tags":2008},"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",[2009,2010,122,1744,2011],"site-update","content","weekly",{"title":2013,"description":2014,"path":2015,"category":2016,"date":86,"updatedAt":102,"sourceType":95,"source":93,"tags":2017},"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",[98,504,139,132],{"title":2039,"description":2040,"path":2041,"category":2042,"date":102,"updatedAt":102,"sourceType":384,"source":2043,"tags":2044},"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",[98,504,887,232],{"title":2046,"description":2047,"path":2048,"category":1424,"date":86,"updatedAt":102,"sourceType":95,"source":93,"tags":2049},"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",[664,504,1426,149],{"title":2051,"description":2052,"path":2053,"category":1403,"date":1372,"updatedAt":434,"sourceType":1047,"source":1373,"tags":2054},"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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