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debugging 和 FAQ 文档，整理 `/debug`、watch 模式、dev profile 以及排查流式输出异常时最值得先看的入口。","/docs/reference/debugging-and-runtime-overrides","排错",[1099,1100,1101,848,605],"debugging","debug","runtime-overrides",{"title":1103,"description":1104,"path":1105,"category":1006,"updatedAt":385,"sourceType":199,"tags":1106},"Diagnostics flags 和定向日志应该怎么用","基于最新官方 Diagnostics Flags 与 Logging 文档，解释 OpenClaw 如何用 diagnostics.flags 和 OPENCLAW_DIAGNOSTICS 打开定向调试日志，以及为什么这比全局 verbose 更适合长期排障。","/docs/reference/diagnostics-flags-and-targeted-logs",[1018,1107,1108,1100,1012],"logging","flags",{"title":1110,"description":1111,"path":1112,"category":1006,"updatedAt":385,"sourceType":199,"tags":1113},"dmScope 和 identityLinks 应该怎么一起用","基于最新官方会话管理文档，解释 OpenClaw 的 dmScope 四种模式、identityLinks 的真实作用，以及为什么多人 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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",[1133,924,205,1134,926],"sources","trust",{"title":1136,"description":1137,"path":1138,"category":1006,"updatedAt":190,"sourceType":199,"tags":1139},"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",[223,1140,669,775,380],"rpc",{"title":1142,"description":1143,"path":1144,"category":1006,"updatedAt":385,"sourceType":199,"tags":1145},"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",[536,537,223,379,1012],{"title":1147,"description":1148,"path":1149,"category":1006,"updatedAt":767,"sourceType":199,"tags":1150},"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",[407,223,349,282,1012],{"title":1152,"description":1153,"path":1154,"category":1006,"updatedAt":413,"sourceType":199,"tags":1155},"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",[223,775,1156,1157,1012],"protocol","scopes",{"title":1159,"description":1160,"path":1161,"category":1006,"updatedAt":403,"sourceType":199,"tags":1162},"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",[406,1163,388,622,555],"mention",{"title":1165,"description":1166,"path":1167,"category":1006,"updatedAt":413,"sourceType":199,"tags":1168},"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",[822,1169,1170,1171,1012],"visibility","activeHours","alerts",{"title":1173,"description":1174,"path":1175,"category":1006,"updatedAt":403,"sourceType":199,"tags":1176},"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",[769,775,1177,223,1012],"sdk",{"title":1179,"description":1180,"path":1181,"category":1006,"updatedAt":403,"sourceType":199,"tags":1182},"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",[237,1183,799,1184,1012],"include","arrays",{"title":1186,"description":1187,"path":1188,"category":1006,"updatedAt":385,"sourceType":199,"tags":1189},"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",[642,1190,511,272,1012],"invoke",{"title":1192,"description":1193,"path":1194,"category":1006,"updatedAt":413,"sourceType":199,"tags":1195},"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",[227,1196,1197,1198,1199,1012],"hybrid-search","ranking","mmr","retrieval",{"title":1201,"description":1202,"path":1203,"category":1006,"updatedAt":334,"sourceType":199,"tags":1204},"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",[342,1205,485,496,1012],"probe",{"title":1207,"description":1208,"path":1209,"category":1006,"updatedAt":705,"sourceType":199,"tags":1210},"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",[536,537,1042,1211,829],"credentials",{"title":1213,"description":1214,"path":1215,"category":1006,"updatedAt":334,"sourceType":199,"tags":1216},"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",[202,442,1217,1218,926,1012],"npm","pin",{"title":1220,"description":1221,"path":1222,"category":1097,"updatedAt":190,"sourceType":199,"tags":1223},"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",[1099,1224,605,496,568],"raw-stream",{"title":1226,"description":1227,"path":1228,"category":1006,"updatedAt":413,"sourceType":199,"tags":1229},"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",[295,1230,485,223,1012],"tlsFingerprint",{"title":1232,"description":1233,"path":1234,"category":1006,"updatedAt":413,"sourceType":199,"tags":1235},"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",[406,1236,1237,1238,1012],"mentions","pending-history","reply",{"title":1240,"description":1241,"path":1242,"category":1006,"updatedAt":385,"sourceType":199,"tags":1243},"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",[1244,1245,1246,496,1012],"secrets","secretrefs","runtime",{"title":1248,"description":1249,"path":1250,"category":1006,"updatedAt":403,"sourceType":199,"tags":1251},"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",[407,246,1114,536,622],{"title":1253,"description":1254,"path":1255,"category":1006,"updatedAt":1256,"sourceType":199,"tags":1257},"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",[407,1258,1259,724,1012],"transcript","jsonl",{"title":1261,"description":1262,"path":1263,"category":1006,"updatedAt":1256,"sourceType":199,"tags":1264},"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",[524,669,1265,950,245],"store",{"title":1267,"description":1268,"path":1269,"category":1006,"updatedAt":413,"sourceType":199,"tags":1270},"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",[246,965,950,1271,1012],"ingress",{"title":1273,"description":1274,"path":1275,"category":1006,"updatedAt":190,"sourceType":199,"tags":1276},"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",[669,857,1277,605,1278],"health","troubleshooting",{"title":1280,"description":1281,"path":1282,"category":1006,"updatedAt":1256,"sourceType":199,"tags":1283},"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",[1258,1284,496,1285,1012],"hygiene","tool-calls",{"title":1287,"description":1288,"path":1289,"category":1097,"updatedAt":278,"sourceType":199,"tags":1290},"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",[1278,848,857,605],{"title":1292,"description":1293,"path":1294,"category":1006,"updatedAt":385,"sourceType":199,"tags":1295},"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",[349,1296,1297,1258,1012],"history","inject",{"title":1299,"description":1300,"path":1301,"category":1302,"updatedAt":334,"sourceType":199,"tags":1303},"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",[1304,1305,1306,1307,876,877],"china","cloud","deployment","feishu",{"title":1309,"description":1310,"path":1311,"category":1302,"updatedAt":278,"sourceType":199,"tags":1312},"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",[1306,296,1313,1305,1314],"docker","wsl2",{"title":1316,"description":1317,"path":1318,"category":1302,"updatedAt":715,"sourceType":199,"tags":1319},"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",[280,1217,1320,1314],"install-script",{"title":1322,"description":1323,"path":1324,"category":1302,"updatedAt":190,"sourceType":199,"tags":1325},"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",[280,1326,1320,1327,927],"updater","git",{"title":1329,"description":1330,"path":1331,"category":1302,"updatedAt":252,"sourceType":199,"tags":1332},"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",[280,1326,1333,848,927],"uninstall",{"title":1335,"description":1336,"path":1337,"category":1302,"updatedAt":252,"sourceType":199,"tags":1338},"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",[1339,280,289,1340],"linux","server",{"title":1342,"description":1343,"path":1344,"category":1302,"updatedAt":252,"sourceType":199,"tags":1345},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[397,280,289,1346],"apple",{"title":1348,"description":1349,"path":1350,"category":1351,"updatedAt":278,"sourceType":199,"tags":1352},"版本迁移与升级检查单","在 OpenClaw 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状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[848,849,707,927,1018],{"title":1691,"description":1692,"path":1693,"category":1694,"date":219,"updatedAt":219,"sourceType":205,"source":1695,"tags":1696},"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",[1697,1698,1699,1700],"education","adoption","ai-tutor","higher-education",{"title":1702,"description":1703,"path":1704,"category":1694,"date":219,"updatedAt":219,"sourceType":205,"source":1705,"tags":1706},"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",[244,1306,272,1304],{"title":1708,"description":1709,"path":1710,"category":189,"date":190,"updatedAt":190,"sourceType":199,"source":1711,"tags":1712},"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",[238,442,202,204,206],{"title":1714,"description":1715,"path":1716,"category":1576,"date":403,"updatedAt":403,"sourceType":199,"source":1717,"tags":1718},"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",[223,536,1719,486,379],"pending",{"title":1721,"description":1722,"path":1723,"category":1576,"date":767,"updatedAt":767,"sourceType":199,"source":1724,"tags":1725},"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",[223,407,349,282,1726],"state",{"title":1728,"description":1729,"path":1730,"category":1576,"date":403,"updatedAt":403,"sourceType":199,"source":1731,"tags":1732},"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",[406,1163,622,555,388],{"title":1734,"description":1735,"path":1736,"category":1576,"date":413,"updatedAt":413,"sourceType":199,"source":1731,"tags":1737},"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",[406,1236,1738,405,648],"activation",{"title":1740,"description":1741,"path":1742,"category":1576,"date":403,"updatedAt":403,"sourceType":199,"source":1743,"tags":1744},"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",[237,1183,799,1184,245],{"title":1746,"description":1747,"path":1748,"category":189,"date":190,"updatedAt":190,"sourceType":199,"source":1749,"tags":1750},"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",[1751,1306,1752,1753,1754],"showcase","home-assistant","nix","infrastructure",{"title":1756,"description":1757,"path":1758,"category":1576,"date":385,"updatedAt":385,"sourceType":199,"source":1759,"tags":1760},"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",[524,227,724,1647,648],{"title":1762,"description":1763,"path":1764,"category":1576,"date":385,"updatedAt":385,"sourceType":199,"source":1765,"tags":1766},"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",[927,814,524,815,245],{"title":1768,"description":1769,"path":1770,"category":1395,"date":1369,"updatedAt":278,"sourceType":1064,"source":1397,"tags":1771},"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",[924,997,925,238,246],{"title":1773,"description":1774,"path":1775,"category":1576,"date":334,"updatedAt":334,"sourceType":199,"source":1776,"tags":1777},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 正在把索引层做成可切换能力","基于 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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",[1751,227,494,1788,1789],"vector-search","knowledge",{"title":1791,"description":1792,"path":1793,"category":1576,"date":403,"updatedAt":403,"sourceType":199,"source":1794,"tags":1795},"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",[1163,406,434,436,502],{"title":1797,"description":1798,"path":1799,"category":1576,"date":385,"updatedAt":385,"sourceType":199,"source":1800,"tags":1801},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 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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",[379,535,223,536,537],{"title":1814,"description":1815,"path":1816,"category":189,"date":190,"updatedAt":190,"sourceType":199,"source":1817,"tags":1818},"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",[281,1353,1819,1354,927],"install",{"title":1821,"description":1822,"path":1823,"category":1576,"date":767,"updatedAt":767,"sourceType":199,"source":1652,"tags":1824},"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",[939,487,465,536,295],{"title":1826,"description":1827,"path":1828,"category":1576,"date":413,"updatedAt":413,"sourceType":199,"source":1829,"tags":1830},"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",[282,349,775,939,380],{"title":1832,"description":1833,"path":1834,"category":1576,"date":403,"updatedAt":403,"sourceType":199,"source":1676,"tags":1835},"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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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",[641,642,272,511,328],{"title":1851,"description":1852,"path":1853,"category":1576,"date":413,"updatedAt":413,"sourceType":199,"source":1854,"tags":1855},"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",[496,342,379,485,648],{"title":1857,"description":1858,"path":1859,"category":1576,"date":413,"updatedAt":413,"sourceType":199,"source":1860,"tags":1861},"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",[496,1011,342,223,245],{"title":1863,"description":1864,"path":1865,"category":189,"date":190,"updatedAt":190,"sourceType":199,"source":1570,"tags":1866},"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",[924,925,927,926],{"title":1868,"description":1869,"path":1870,"category":1576,"date":385,"updatedAt":385,"sourceType":199,"source":1590,"tags":1871},"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",[282,536,379,295,829],{"title":1873,"description":1874,"path":1875,"category":1576,"date":403,"updatedAt":403,"sourceType":199,"source":1876,"tags":1877},"OpenClaw 的 routing 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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",[246,1905,568,244],"compliance",{"title":1907,"description":1908,"path":1909,"category":1576,"date":385,"updatedAt":385,"sourceType":199,"source":1883,"tags":1910},"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",[246,1244,511,1911,245],"proxy",{"title":1913,"description":1914,"path":1915,"category":1576,"date":1256,"updatedAt":1256,"sourceType":199,"source":1916,"tags":1917},"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 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