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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",[533,1242,1243,514,1140],"dmScope","identityLinks",{"title":1245,"description":1246,"path":1247,"category":1134,"updatedAt":511,"sourceType":324,"tags":1248},"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",[976,977,1146,1249,1140],"migrations",{"title":1251,"description":1252,"path":1253,"category":1134,"updatedAt":511,"sourceType":324,"tags":1254},"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",[838,362,541,1255,1140],"shell",{"title":1257,"description":1258,"path":1259,"category":1134,"updatedAt":460,"sourceType":345,"tags":1260},"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",[1261,1052,584,1262,1054],"sources","trust",{"title":1264,"description":1265,"path":1266,"category":1134,"updatedAt":417,"sourceType":324,"tags":1267},"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",[348,1268,797,903,506],"rpc",{"title":1270,"description":1271,"path":1272,"category":1134,"updatedAt":511,"sourceType":324,"tags":1273},"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",[664,665,348,505,1140],{"title":1275,"description":1276,"path":1277,"category":1134,"updatedAt":895,"sourceType":324,"tags":1278},"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",[533,348,475,405,1140],{"title":1280,"description":1281,"path":1282,"category":1134,"updatedAt":539,"sourceType":324,"tags":1283},"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",[348,903,1284,1285,1140],"protocol","scopes",{"title":1287,"description":1288,"path":1289,"category":1134,"updatedAt":529,"sourceType":324,"tags":1290},"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",[532,1291,514,750,683],"mention",{"title":1293,"description":1294,"path":1295,"category":1134,"updatedAt":539,"sourceType":324,"tags":1296},"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",[950,1297,1298,1299,1140],"visibility","activeHours","alerts",{"title":1301,"description":1302,"path":1303,"category":1134,"updatedAt":529,"sourceType":324,"tags":1304},"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",[897,903,1305,348,1140],"sdk",{"title":1307,"description":1308,"path":1309,"category":1134,"updatedAt":529,"sourceType":324,"tags":1310},"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",[362,1311,927,1312,1140],"include","arrays",{"title":1314,"description":1315,"path":1316,"category":1134,"updatedAt":511,"sourceType":324,"tags":1317},"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",[770,1318,639,396,1140],"invoke",{"title":1320,"description":1321,"path":1322,"category":1134,"updatedAt":539,"sourceType":324,"tags":1323},"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",[352,1324,1325,1326,1327,1140],"hybrid-search","ranking","mmr","retrieval",{"title":1329,"description":1330,"path":1331,"category":1134,"updatedAt":460,"sourceType":324,"tags":1332},"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",[468,1333,613,624,1140],"probe",{"title":1335,"description":1336,"path":1337,"category":1134,"updatedAt":833,"sourceType":324,"tags":1338},"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",[664,665,1170,1339,957],"credentials",{"title":1341,"description":1342,"path":1343,"category":1134,"updatedAt":460,"sourceType":324,"tags":1344},"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",[452,567,1345,1346,1054,1140],"npm","pin",{"title":1348,"description":1349,"path":1350,"category":1225,"updatedAt":417,"sourceType":324,"tags":1351},"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",[1227,1352,733,624,696],"raw-stream",{"title":1354,"description":1355,"path":1356,"category":1134,"updatedAt":539,"sourceType":324,"tags":1357},"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",[419,1358,613,348,1140],"tlsFingerprint",{"title":1360,"description":1361,"path":1362,"category":1134,"updatedAt":539,"sourceType":324,"tags":1363},"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",[532,1364,1365,1366,1140],"mentions","pending-history","reply",{"title":1368,"description":1369,"path":1370,"category":1134,"updatedAt":511,"sourceType":324,"tags":1371},"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",[1372,1373,1374,624,1140],"secrets","secretrefs","runtime",{"title":1376,"description":1377,"path":1378,"category":1134,"updatedAt":529,"sourceType":324,"tags":1379},"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",[533,371,1242,664,750],{"title":1381,"description":1382,"path":1383,"category":1134,"updatedAt":1384,"sourceType":324,"tags":1385},"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",[533,1386,1387,852,1140],"transcript","jsonl",{"title":1389,"description":1390,"path":1391,"category":1134,"updatedAt":1384,"sourceType":324,"tags":1392},"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",[652,797,1393,1078,370],"store",{"title":1395,"description":1396,"path":1397,"category":1134,"updatedAt":539,"sourceType":324,"tags":1398},"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",[371,1093,1078,1399,1140],"ingress",{"title":1401,"description":1402,"path":1403,"category":1134,"updatedAt":417,"sourceType":324,"tags":1404},"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",[797,985,1405,733,1406],"health","troubleshooting",{"title":1408,"description":1409,"path":1410,"category":1134,"updatedAt":1384,"sourceType":324,"tags":1411},"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",[1386,1412,624,1413,1140],"hygiene","tool-calls",{"title":1415,"description":1416,"path":1417,"category":1225,"updatedAt":331,"sourceType":324,"tags":1418},"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",[1406,976,985,733],{"title":1420,"description":1421,"path":1422,"category":1134,"updatedAt":511,"sourceType":324,"tags":1423},"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",[475,1424,1425,1386,1140],"history","inject",{"title":1427,"description":1428,"path":1429,"category":1430,"updatedAt":460,"sourceType":324,"tags":1431},"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",[1432,1433,1434,1435,1004,1005],"china","cloud","deployment","feishu",{"title":1437,"description":1438,"path":1439,"category":1430,"updatedAt":331,"sourceType":324,"tags":1440},"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",[1434,420,1441,1433,1442],"docker","wsl2",{"title":1444,"description":1445,"path":1446,"category":1430,"updatedAt":843,"sourceType":324,"tags":1447},"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",[403,1345,1448,1442],"install-script",{"title":1450,"description":1451,"path":1452,"category":1430,"updatedAt":417,"sourceType":324,"tags":1453},"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",[403,1454,1448,1455,1055],"updater","git",{"title":1457,"description":1458,"path":1459,"category":1430,"updatedAt":377,"sourceType":324,"tags":1460},"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",[403,1454,1461,976,1055],"uninstall",{"title":1463,"description":1464,"path":1465,"category":1430,"updatedAt":377,"sourceType":324,"tags":1466},"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",[1467,403,412,1468],"linux","server",{"title":1470,"description":1471,"path":1472,"category":1430,"updatedAt":377,"sourceType":324,"tags":1473},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[523,403,412,1474],"apple",{"title":1476,"description":1477,"path":1478,"category":1479,"updatedAt":331,"sourceType":324,"tags":1480},"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",[1481,1482,1052,1483],"migration","upgrade","checklist",{"title":1485,"description":1486,"path":1487,"category":1430,"updatedAt":377,"sourceType":324,"tags":1488},"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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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",[665,664,614,970,1802],"rotate",{"title":1804,"description":1805,"path":1806,"category":1700,"date":511,"updatedAt":511,"sourceType":324,"source":1807,"tags":1808},"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",[976,1146,977,1227,370],{"title":1810,"description":1811,"path":1812,"category":1700,"date":529,"updatedAt":529,"sourceType":324,"source":1807,"tags":1813},"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",[976,977,835,1055,1146],{"title":1815,"description":1816,"path":1817,"category":1818,"date":344,"updatedAt":344,"sourceType":584,"source":1819,"tags":1820},"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",[1821,1822,1823,1824],"education","adoption","ai-tutor","higher-education",{"title":1826,"description":1827,"path":1828,"category":1818,"date":344,"updatedAt":344,"sourceType":584,"source":1829,"tags":1830},"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",[369,1434,396,1432],{"title":1832,"description":1833,"path":1834,"category":1497,"date":417,"updatedAt":417,"sourceType":324,"source":1835,"tags":1836},"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",[363,567,452,454,586],{"title":1838,"description":1839,"path":1840,"category":1700,"date":529,"updatedAt":529,"sourceType":324,"source":1841,"tags":1842},"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",[348,664,1843,614,505],"pending",{"title":1845,"description":1846,"path":1847,"category":1700,"date":895,"updatedAt":895,"sourceType":324,"source":1848,"tags":1849},"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",[348,533,475,405,1850],"state",{"title":1852,"description":1853,"path":1854,"category":1700,"date":529,"updatedAt":529,"sourceType":324,"source":1855,"tags":1856},"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",[532,1291,750,683,514],{"title":1858,"description":1859,"path":1860,"category":1700,"date":539,"updatedAt":539,"sourceType":324,"source":1855,"tags":1861},"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",[532,1364,1862,531,776],"activation",{"title":1864,"description":1865,"path":1866,"category":1700,"date":529,"updatedAt":529,"sourceType":324,"source":1867,"tags":1868},"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",[362,1311,927,1312,370],{"title":1870,"description":1871,"path":1872,"category":1497,"date":417,"updatedAt":417,"sourceType":324,"source":1873,"tags":1874},"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",[1875,1434,1876,1877,1878],"showcase","home-assistant","nix","infrastructure",{"title":1880,"description":1881,"path":1882,"category":1700,"date":511,"updatedAt":511,"sourceType":324,"source":1883,"tags":1884},"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",[652,352,852,1771,776],{"title":1886,"description":1887,"path":1888,"category":1700,"date":511,"updatedAt":511,"sourceType":324,"source":1889,"tags":1890},"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",[1055,942,652,943,370],{"title":1892,"description":1893,"path":1894,"category":1522,"date":315,"updatedAt":331,"sourceType":1192,"source":1524,"tags":1895},"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",[1052,1125,1053,363,371],{"title":1897,"description":1898,"path":1899,"category":1700,"date":460,"updatedAt":460,"sourceType":324,"source":1900,"tags":1901},"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",[1875,352,622,1912,1913],"vector-search","knowledge",{"title":1915,"description":1916,"path":1917,"category":1700,"date":529,"updatedAt":529,"sourceType":324,"source":1918,"tags":1919},"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",[1291,532,560,561,630],{"title":1921,"description":1922,"path":1923,"category":1700,"date":511,"updatedAt":511,"sourceType":324,"source":1924,"tags":1925},"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",[683,475,514,687,350],{"title":1927,"description":1928,"path":1929,"category":1700,"date":460,"updatedAt":460,"sourceType":324,"source":1757,"tags":1930},"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",[468,1333,624,613,1014],{"title":1932,"description":1933,"path":1934,"category":1700,"date":529,"updatedAt":529,"sourceType":324,"source":1935,"tags":1936},"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",[505,663,348,664,665],{"title":1938,"description":1939,"path":1940,"category":1497,"date":417,"updatedAt":417,"sourceType":324,"source":1941,"tags":1942},"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",[404,1481,1943,1482,1055],"install",{"title":1945,"description":1946,"path":1947,"category":1700,"date":895,"updatedAt":895,"sourceType":324,"source":1776,"tags":1948},"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",[1067,615,593,664,419],{"title":1950,"description":1951,"path":1952,"category":1700,"date":539,"updatedAt":539,"sourceType":324,"source":1953,"tags":1954},"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",[405,475,903,1067,506],{"title":1956,"description":1957,"path":1958,"category":1700,"date":529,"updatedAt":529,"sourceType":324,"source":1800,"tags":1959},"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 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",[664,1170,350,1171,370],{"title":1961,"description":1962,"path":1963,"category":1497,"date":417,"updatedAt":417,"sourceType":324,"source":1964,"tags":1965},"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",[452,585,454,584,586],{"title":1967,"description":1968,"path":1969,"category":1700,"date":460,"updatedAt":460,"sourceType":324,"source":1970,"tags":1971},"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",[452,567,1345,1346,1054],{"title":1973,"description":1974,"path":1975,"category":1700,"date":460,"updatedAt":460,"sourceType":324,"source":1976,"tags":1977},"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",[769,770,396,639,453],{"title":1979,"description":1980,"path":1981,"category":1700,"date":539,"updatedAt":539,"sourceType":324,"source":1982,"tags":1983},"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",[624,468,505,613,776],{"title":1985,"description":1986,"path":1987,"category":1700,"date":539,"updatedAt":539,"sourceType":324,"source":1988,"tags":1989},"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",[624,1139,468,348,370],{"title":1991,"description":1992,"path":1993,"category":1497,"date":417,"updatedAt":417,"sourceType":324,"source":1694,"tags":1994},"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",[1052,1053,1055,1054],{"title":1996,"description":1997,"path":1998,"category":1700,"date":511,"updatedAt":511,"sourceType":324,"source":1714,"tags":1999},"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",[405,664,505,419,957],{"title":2001,"description":2002,"path":2003,"category":1700,"date":529,"updatedAt":529,"sourceType":324,"source":2004,"tags":2005},"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",[514,513,2006,350,515],"threads",{"title":2008,"description":2009,"path":2010,"category":1700,"date":529,"updatedAt":529,"sourceType":324,"source":2011,"tags":2012},"OpenClaw Secret 观察：active snapshot 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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",[1875,584,560,363,397],{"title":2065,"description":2066,"path":2067,"category":1700,"date":539,"updatedAt":539,"sourceType":324,"source":2056,"tags":2068},"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",[1093,1243,531,514,371],{"title":2070,"description":2071,"path":2072,"category":1700,"date":1384,"updatedAt":1384,"sourceType":324,"source":2073,"tags":2074},"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 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