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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",[500,74,1203,482,1101],"identityLinks",{"title":1205,"description":1206,"path":1207,"category":1095,"updatedAt":479,"sourceType":290,"tags":1208},"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",[943,944,1107,1209,1101],"migrations",{"title":1211,"description":1212,"path":1213,"category":1095,"updatedAt":479,"sourceType":290,"tags":1214},"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",[805,329,508,1215,1101],"shell",{"title":1217,"description":1218,"path":1219,"category":1095,"updatedAt":428,"sourceType":312,"tags":1220},"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",[1221,1017,552,1222,1019],"sources","trust",{"title":1224,"description":1225,"path":1226,"category":1095,"updatedAt":385,"sourceType":290,"tags":1227},"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",[315,1228,764,870,474],"rpc",{"title":1230,"description":1231,"path":1232,"category":1095,"updatedAt":479,"sourceType":290,"tags":1233},"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",[632,633,315,473,1101],{"title":1235,"description":1236,"path":1237,"category":1095,"updatedAt":862,"sourceType":290,"tags":1238},"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",[500,315,443,373,1101],{"title":1240,"description":1241,"path":1242,"category":1095,"updatedAt":506,"sourceType":290,"tags":1243},"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",[315,870,1244,1245,1101],"protocol","scopes",{"title":1247,"description":1248,"path":1249,"category":1095,"updatedAt":298,"sourceType":290,"tags":1250},"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",[499,1251,482,718,651],"mention",{"title":1253,"description":1254,"path":1255,"category":1095,"updatedAt":506,"sourceType":290,"tags":1256},"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",[917,1257,1258,1259,1101],"visibility","activeHours","alerts",{"title":1261,"description":1262,"path":1263,"category":1095,"updatedAt":298,"sourceType":290,"tags":1264},"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",[864,870,1265,315,1101],"sdk",{"title":1267,"description":1268,"path":1269,"category":1095,"updatedAt":298,"sourceType":290,"tags":1270},"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",[329,1271,894,1272,1101],"include","arrays",{"title":1274,"description":1275,"path":1276,"category":1095,"updatedAt":479,"sourceType":290,"tags":1277},"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",[738,1278,607,363,1101],"invoke",{"title":1280,"description":1281,"path":1282,"category":1095,"updatedAt":506,"sourceType":290,"tags":1283},"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",[319,1284,1285,1286,1287,1101],"hybrid-search","ranking","mmr","retrieval",{"title":1289,"description":1290,"path":1291,"category":1095,"updatedAt":428,"sourceType":290,"tags":1292},"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",[436,1293,581,592,1101],"probe",{"title":1295,"description":1296,"path":1297,"category":1095,"updatedAt":800,"sourceType":290,"tags":1298},"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",[632,633,1131,1299,924],"credentials",{"title":1301,"description":1302,"path":1303,"category":1095,"updatedAt":428,"sourceType":290,"tags":1304},"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",[420,535,1305,1306,1019,1101],"npm","pin",{"title":1308,"description":1309,"path":1310,"category":1186,"updatedAt":385,"sourceType":290,"tags":1311},"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",[1188,1312,701,592,664],"raw-stream",{"title":1314,"description":1315,"path":1316,"category":1095,"updatedAt":506,"sourceType":290,"tags":1317},"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",[387,1318,581,315,1101],"tlsFingerprint",{"title":1320,"description":1321,"path":1322,"category":1095,"updatedAt":506,"sourceType":290,"tags":1323},"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",[499,1324,1325,1326,1101],"mentions","pending-history","reply",{"title":1328,"description":1329,"path":1330,"category":1095,"updatedAt":479,"sourceType":290,"tags":1331},"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",[1332,1333,1334,592,1101],"secrets","secretrefs","runtime",{"title":1336,"description":1337,"path":1338,"category":1095,"updatedAt":298,"sourceType":290,"tags":1339},"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",[500,294,74,632,718],{"title":1341,"description":1342,"path":1343,"category":1095,"updatedAt":1344,"sourceType":290,"tags":1345},"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",[500,1346,1347,819,1101],"transcript","jsonl",{"title":1349,"description":1350,"path":1351,"category":1095,"updatedAt":1344,"sourceType":290,"tags":1352},"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",[620,764,1353,1042,337],"store",{"title":1355,"description":1356,"path":1357,"category":1095,"updatedAt":506,"sourceType":290,"tags":1358},"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",[294,293,1042,1359,1101],"ingress",{"title":1361,"description":1362,"path":1363,"category":1095,"updatedAt":385,"sourceType":290,"tags":1364},"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",[764,952,1365,701,1366],"health","troubleshooting",{"title":1368,"description":1369,"path":1370,"category":1095,"updatedAt":1344,"sourceType":290,"tags":1371},"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",[1346,1372,592,1373,1101],"hygiene","tool-calls",{"title":1375,"description":1376,"path":1377,"category":1186,"updatedAt":369,"sourceType":290,"tags":1378},"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",[1366,943,952,701],{"title":1380,"description":1381,"path":1382,"category":1095,"updatedAt":479,"sourceType":290,"tags":1383},"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",[443,1384,1385,1346,1101],"history","inject",{"title":1387,"description":1388,"path":1389,"category":1390,"updatedAt":428,"sourceType":290,"tags":1391},"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",[1392,1393,1394,1395,971,972],"china","cloud","deployment","feishu",{"title":1397,"description":1398,"path":1399,"category":1390,"updatedAt":369,"sourceType":290,"tags":1400},"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",[1394,388,1401,1393,1402],"docker","wsl2",{"title":1404,"description":1405,"path":1406,"category":1390,"updatedAt":810,"sourceType":290,"tags":1407},"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",[371,1305,1408,1402],"install-script",{"title":1410,"description":1411,"path":1412,"category":1390,"updatedAt":385,"sourceType":290,"tags":1413},"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",[371,1414,1408,1415,1020],"updater","git",{"title":1417,"description":1418,"path":1419,"category":1390,"updatedAt":343,"sourceType":290,"tags":1420},"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",[371,1414,1421,943,1020],"uninstall",{"title":1423,"description":1424,"path":1425,"category":1390,"updatedAt":343,"sourceType":290,"tags":1426},"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",[1427,371,380,1428],"linux","server",{"title":1430,"description":1431,"path":1432,"category":1390,"updatedAt":343,"sourceType":290,"tags":1433},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[491,371,380,1434],"apple",{"title":1436,"description":1437,"path":1438,"category":1439,"updatedAt":369,"sourceType":290,"tags":1440},"版本迁移与升级检查单","在 OpenClaw 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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",[633,632,582,937,1766],"rotate",{"title":1768,"description":1769,"path":1770,"category":1664,"date":479,"updatedAt":479,"sourceType":290,"source":1771,"tags":1772},"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 ladder。","/news/openclaw-diagnostics-repair-watch-2026-03-22","https://docs.openclaw.ai/doctor",[943,1107,944,1188,337],{"title":1774,"description":1775,"path":1776,"category":1664,"date":298,"updatedAt":298,"sourceType":290,"source":1771,"tags":1777},"OpenClaw 排障观察：doctor 正在从“检查器”继续长成带备份心智的修复入口","基于 2026 年 3 月 25 日可见的官方 Doctor 文档，最近排障层最值得关注的变化之一是 doctor 对 stale config、unknown keys 和 legacy 状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[943,944,802,1020,1107],{"title":1779,"description":1780,"path":1781,"category":1782,"date":311,"updatedAt":311,"sourceType":552,"source":1783,"tags":1784},"OpenClaw 教育场景观察：AI 助教、个性化学习与高校试点想象空间","基于 2026 年 3 月 16 日教育领域临时稿，梳理 OpenClaw 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",[1785,1786,1787,1788],"education","adoption","ai-tutor","higher-education",{"title":1790,"description":1791,"path":1792,"category":1782,"date":311,"updatedAt":311,"sourceType":552,"source":1793,"tags":1794},"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",[336,1394,363,1392],{"title":1796,"description":1797,"path":1798,"category":1457,"date":385,"updatedAt":385,"sourceType":290,"source":1799,"tags":1800},"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",[330,535,420,422,554],{"title":1802,"description":1803,"path":1804,"category":1664,"date":298,"updatedAt":298,"sourceType":290,"source":1805,"tags":1806},"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",[315,632,1807,582,473],"pending",{"title":1809,"description":1810,"path":1811,"category":1664,"date":862,"updatedAt":862,"sourceType":290,"source":1812,"tags":1813},"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",[315,500,443,373,1814],"state",{"title":1816,"description":1817,"path":1818,"category":1664,"date":298,"updatedAt":298,"sourceType":290,"source":1819,"tags":1820},"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",[499,1251,718,651,482],{"title":1822,"description":1823,"path":1824,"category":1664,"date":506,"updatedAt":506,"sourceType":290,"source":1819,"tags":1825},"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",[499,1324,1826,498,297],"activation",{"title":1828,"description":1829,"path":1830,"category":1664,"date":298,"updatedAt":298,"sourceType":290,"source":1831,"tags":1832},"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",[329,1271,894,1272,337],{"title":1834,"description":1835,"path":1836,"category":1457,"date":385,"updatedAt":385,"sourceType":290,"source":1837,"tags":1838},"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",[1839,1394,1840,1841,1842],"showcase","home-assistant","nix","infrastructure",{"title":1844,"description":1845,"path":1846,"category":1664,"date":479,"updatedAt":479,"sourceType":290,"source":1847,"tags":1848},"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 的文档更新，正在把长期连续性、上下文边界和重置策略拼成一条更完整的治理链。","/news/openclaw-long-session-governance-watch-2026-03-22","https://docs.openclaw.ai/concepts/session",[620,319,819,1735,297],{"title":1850,"description":1851,"path":1852,"category":1664,"date":479,"updatedAt":479,"sourceType":290,"source":1853,"tags":1854},"OpenClaw 的后台维护生命周期正在变清楚","官方最近围绕 cron、sessions cleanup、doctor 和 retention 的文档更新，正在把长期运行时的会话、日志和作业痕迹分成更清楚的维护层次。","/news/openclaw-maintenance-lifecycle-watch-2026-03-22","https://docs.openclaw.ai/cron",[1020,909,620,910,337],{"title":1856,"description":1857,"path":1858,"category":1484,"date":1458,"updatedAt":369,"sourceType":1153,"source":1486,"tags":1859},"OpenClaw 2026年3月版本更新：技能系统与安全性全面升级","OpenClaw 发布重要更新，带来性能优化、全新技能系统和安全性改进。","/news/openclaw-march-2026-update",[1017,1086,1018,330,294],{"title":1861,"description":1862,"path":1863,"category":1664,"date":428,"updatedAt":428,"sourceType":290,"source":1864,"tags":1865},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 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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",[1839,319,590,1876,1877],"vector-search","knowledge",{"title":1879,"description":1880,"path":1881,"category":1664,"date":298,"updatedAt":298,"sourceType":290,"source":1882,"tags":1883},"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",[1251,499,527,529,598],{"title":1885,"description":1886,"path":1887,"category":1664,"date":479,"updatedAt":479,"sourceType":290,"source":1888,"tags":1889},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 的文档更新，正在把消息入口、上下文桶、历史展示和投递节奏拆成更明确的几层。","/news/openclaw-message-surface-watch-2026-03-22","https://docs.openclaw.ai/messages",[651,443,482,655,317],{"title":1891,"description":1892,"path":1893,"category":1664,"date":428,"updatedAt":428,"sourceType":290,"source":1721,"tags":1894},"OpenClaw 模型观察：models status 正在从状态展示继续长成探活入口","基于 2026 年 3 月 24 日可见的官方 CLI 文档，最近模型层最值得关注的变化之一是 models status 已经不只负责展示主模型和 fallback，而是开始承担 auth profile 探测。","/news/openclaw-model-probe-watch-2026-03-24",[436,1293,592,581,981],{"title":1896,"description":1897,"path":1898,"category":1664,"date":298,"updatedAt":298,"sourceType":290,"source":1899,"tags":1900},"OpenClaw 节点观察：headless node、普通设备节点与 Gateway 的宿主边界正在被官方写清","基于 2026 年 3 月 25 日可见的官方 Nodes、Architecture 与 Pairing 文档，最近节点层最值得关注的变化之一是能力宿主边界正在被主动拆清。","/news/openclaw-node-host-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes",[473,631,315,632,633],{"title":1902,"description":1903,"path":1904,"category":1457,"date":385,"updatedAt":385,"sourceType":290,"source":1905,"tags":1906},"OpenClaw 接入观察：从 2026.1.29 的迁移信号到现在的 Onboarding Wizard，官方已经把“第一次跑通”做成更完整链路","基于 2026 年 3 月 21 日可见的官方 Onboarding、Install 与 Releases 页面，整理 OpenClaw 从命名迁移、路径自动迁移到本地/远程 wizard 分流这条接入链路最近最值得注意的变化。","/news/openclaw-onboarding-migration-watch-2026-03-21","https://docs.openclaw.ai/start/wizard",[372,1441,1907,1442,1020],"install",{"title":1909,"description":1910,"path":1911,"category":1664,"date":862,"updatedAt":862,"sourceType":290,"source":1740,"tags":1912},"OpenClaw 的远程 operator 正在从“谁都能开网页”转向浏览器级交接管理","随着 Dashboard、Control UI 和 device pairing 文档持续补强，官方越来越清楚地把浏览器 profile、设备 pairing 和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[296,583,561,632,387],{"title":1914,"description":1915,"path":1916,"category":1664,"date":506,"updatedAt":506,"sourceType":290,"source":1917,"tags":1918},"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",[373,443,870,296,474],{"title":1920,"description":1921,"path":1922,"category":1664,"date":298,"updatedAt":298,"sourceType":290,"source":1764,"tags":1923},"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",[592,436,473,581,297],{"title":1949,"description":1950,"path":1951,"category":1664,"date":506,"updatedAt":506,"sourceType":290,"source":1952,"tags":1953},"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",[592,1100,436,315,337],{"title":1955,"description":1956,"path":1957,"category":1457,"date":385,"updatedAt":385,"sourceType":290,"source":1658,"tags":1958},"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",[1017,1018,1020,1019],{"title":1960,"description":1961,"path":1962,"category":1664,"date":479,"updatedAt":479,"sourceType":290,"source":1678,"tags":1963},"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",[373,632,473,387,924],{"title":1965,"description":1966,"path":1967,"category":1664,"date":298,"updatedAt":298,"sourceType":290,"source":1968,"tags":1969},"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",[482,481,1970,317,483],"threads",{"title":1972,"description":1973,"path":1974,"category":1664,"date":298,"updatedAt":298,"sourceType":290,"source":1975,"tags":1976},"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",[1333,1977,1978,1332,337],"snapshot","rotation",{"title":1980,"description":1981,"path":1982,"category":1664,"date":298,"updatedAt":298,"sourceType":290,"source":1847,"tags":1983},"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",[500,294,74,632,293],{"title":1985,"description":1986,"path":1987,"category":1664,"date":428,"updatedAt":428,"sourceType":290,"source":1988,"tags":1989},"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",[294,1042,1044,1043,337],{"title":1991,"description":1992,"path":1993,"category":1994,"date":311,"updatedAt":311,"sourceType":552,"source":1995,"tags":1996},"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",[294,1997,664,336],"compliance",{"title":1999,"description":2000,"path":2001,"category":1664,"date":479,"updatedAt":479,"sourceType":290,"source":1975,"tags":2002},"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",[620,764,1353,1042,337],{"title":2017,"description":2018,"path":2019,"category":1664,"date":298,"updatedAt":298,"sourceType":290,"source":288,"tags":2020},"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",[294,293,1055,295,315],{"title":2022,"description":2023,"path":2024,"category":1457,"date":385,"updatedAt":385,"sourceType":290,"source":1837,"tags":2025},"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",[1839,552,527,330,364],{"title":2027,"description":2028,"path":2029,"category":1664,"date":506,"updatedAt":506,"sourceType":290,"source":288,"tags":2030},"OpenClaw 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的安全责任转移。","/news/openclaw-trusted-proxy-risk-watch-2026-03-24",[1074,294,387,315,581],{"title":2044,"description":2045,"path":2046,"category":1664,"date":862,"updatedAt":862,"sourceType":290,"source":1812,"tags":2047},"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",[315,443,864,1188,500],{"title":2049,"description":2050,"path":2051,"category":1664,"date":428,"updatedAt":428,"sourceType":290,"source":2052,"tags":2053},"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",[1421,1020,1119,315,1814],{"title":2055,"description":2056,"path":2057,"category":1664,"date":428,"updatedAt":428,"sourceType":290,"source":2058,"tags":2059},"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",[575,850,851,473,633],{"title":2074,"description":2075,"path":2076,"category":1457,"date":385,"updatedAt":385,"sourceType":290,"source":1678,"tags":2077},"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",[373,443,870,561,1753],{"title":2079,"description":2080,"path":2081,"category":1664,"date":862,"updatedAt":862,"sourceType":290,"source":2082,"tags":2083},"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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个，覆盖更多应用场景。","/news/skills-marketplace-400",[330,1580,552,2143],"marketplace",{"title":2145,"description":2146,"path":2147,"category":1538,"date":1458,"updatedAt":369,"sourceType":290,"source":1459,"tags":2148},"OpenClaw Slack 工作区集成","了解如何将 OpenClaw 集成到 Slack 工作区，实现团队协作。","/news/slack-workspace",[598,465,1540,346],{"title":2150,"description":2151,"path":2152,"category":1477,"date":1458,"updatedAt":369,"sourceType":290,"source":1459,"tags":2153},"OpenClaw Tailscale 远程访问完全指南","了解如何使用 Tailscale 安全远程访问 OpenClaw，包括 Serve、Funnel 和身份认证。","/news/tailscale-integration",[902,387,2154,294],"vpn",{"title":2156,"description":2157,"path":2158,"category":1538,"date":1458,"updatedAt":369,"sourceType":290,"source":1459,"tags":2159},"OpenClaw Telegram Bot 配置指南","了解如何创建和配置 Telegram Bot 连接到 OpenClaw。","/news/telegram-bot",[527,826,1540,346],{"title":2161,"description":2162,"path":2163,"category":2164,"date":1458,"updatedAt":369,"sourceType":290,"source":1459,"tags":2165},"OpenClaw 与 VirusTotal 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