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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",[226,1138,675,781,383],"rpc",{"title":1140,"description":1141,"path":1142,"category":1004,"updatedAt":388,"sourceType":204,"tags":1143},"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",[542,543,226,382,1010],{"title":1145,"description":1146,"path":1147,"category":1004,"updatedAt":773,"sourceType":204,"tags":1148},"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",[410,226,352,283,1010],{"title":1150,"description":1151,"path":1152,"category":1004,"updatedAt":416,"sourceType":204,"tags":1153},"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",[226,781,1154,1155,1010],"protocol","scopes",{"title":1157,"description":1158,"path":1159,"category":1004,"updatedAt":406,"sourceType":204,"tags":1160},"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",[409,1161,391,628,561],"mention",{"title":1163,"description":1164,"path":1165,"category":1004,"updatedAt":416,"sourceType":204,"tags":1166},"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",[828,1167,1168,1169,1010],"visibility","activeHours","alerts",{"title":1171,"description":1172,"path":1173,"category":1004,"updatedAt":406,"sourceType":204,"tags":1174},"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",[775,781,1175,226,1010],"sdk",{"title":1177,"description":1178,"path":1179,"category":1004,"updatedAt":406,"sourceType":204,"tags":1180},"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",[240,1181,805,1182,1010],"include","arrays",{"title":1184,"description":1185,"path":1186,"category":1004,"updatedAt":388,"sourceType":204,"tags":1187},"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",[648,1188,517,273,1010],"invoke",{"title":1190,"description":1191,"path":1192,"category":1004,"updatedAt":416,"sourceType":204,"tags":1193},"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",[230,1194,1195,1196,1197,1010],"hybrid-search","ranking","mmr","retrieval",{"title":1199,"description":1200,"path":1201,"category":1004,"updatedAt":195,"sourceType":204,"tags":1202},"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",[345,1203,491,502,1010],"probe",{"title":1205,"description":1206,"path":1207,"category":1004,"updatedAt":711,"sourceType":204,"tags":1208},"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",[542,543,1040,1209,835],"credentials",{"title":1211,"description":1212,"path":1213,"category":1004,"updatedAt":195,"sourceType":204,"tags":1214},"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",[330,445,1215,1216,932,1010],"npm","pin",{"title":1218,"description":1219,"path":1220,"category":1095,"updatedAt":295,"sourceType":204,"tags":1221},"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",[1097,1222,611,502,574],"raw-stream",{"title":1224,"description":1225,"path":1226,"category":1004,"updatedAt":416,"sourceType":204,"tags":1227},"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",[297,1228,491,226,1010],"tlsFingerprint",{"title":1230,"description":1231,"path":1232,"category":1004,"updatedAt":416,"sourceType":204,"tags":1233},"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",[409,1234,1235,1236,1010],"mentions","pending-history","reply",{"title":1238,"description":1239,"path":1240,"category":1004,"updatedAt":388,"sourceType":204,"tags":1241},"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",[1242,1243,1244,502,1010],"secrets","secretrefs","runtime",{"title":1246,"description":1247,"path":1248,"category":1004,"updatedAt":406,"sourceType":204,"tags":1249},"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",[410,207,1112,542,628],{"title":1251,"description":1252,"path":1253,"category":1004,"updatedAt":1254,"sourceType":204,"tags":1255},"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",[410,1256,1257,730,1010],"transcript","jsonl",{"title":1259,"description":1260,"path":1261,"category":1004,"updatedAt":1254,"sourceType":204,"tags":1262},"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",[530,675,1263,32,209],"store",{"title":1265,"description":1266,"path":1267,"category":1004,"updatedAt":416,"sourceType":204,"tags":1268},"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",[207,964,32,1269,1010],"ingress",{"title":1271,"description":1272,"path":1273,"category":1004,"updatedAt":295,"sourceType":204,"tags":1274},"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",[675,863,1275,611,1276],"health","troubleshooting",{"title":1278,"description":1279,"path":1280,"category":1004,"updatedAt":1254,"sourceType":204,"tags":1281},"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",[1256,1282,502,1283,1010],"hygiene","tool-calls",{"title":1285,"description":1286,"path":1287,"category":1095,"updatedAt":279,"sourceType":204,"tags":1288},"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",[1276,854,863,611],{"title":1290,"description":1291,"path":1292,"category":1004,"updatedAt":388,"sourceType":204,"tags":1293},"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",[352,1294,1295,1256,1010],"history","inject",{"title":1297,"description":1298,"path":1299,"category":1300,"updatedAt":195,"sourceType":204,"tags":1301},"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",[1302,1303,1304,1305,882,883],"china","cloud","deployment","feishu",{"title":1307,"description":1308,"path":1309,"category":1300,"updatedAt":279,"sourceType":204,"tags":1310},"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",[1304,298,1311,1303,1312],"docker","wsl2",{"title":1314,"description":1315,"path":1316,"category":1300,"updatedAt":721,"sourceType":204,"tags":1317},"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",[281,1215,1318,1312],"install-script",{"title":1320,"description":1321,"path":1322,"category":1300,"updatedAt":295,"sourceType":204,"tags":1323},"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",[281,1324,1318,1325,933],"updater","git",{"title":1327,"description":1328,"path":1329,"category":1300,"updatedAt":253,"sourceType":204,"tags":1330},"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",[281,1324,1331,854,933],"uninstall",{"title":1333,"description":1334,"path":1335,"category":1300,"updatedAt":253,"sourceType":204,"tags":1336},"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",[1337,281,290,1338],"linux","server",{"title":1340,"description":1341,"path":1342,"category":1300,"updatedAt":253,"sourceType":204,"tags":1343},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[400,281,290,1344],"apple",{"title":1346,"description":1347,"path":1348,"category":1349,"updatedAt":279,"sourceType":204,"tags":1350},"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",[1351,1352,930,1353],"migration","upgrade","checklist",{"title":1355,"description":1356,"path":1357,"category":1300,"updatedAt":253,"sourceType":204,"tags":1358},"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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状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[854,855,713,933,1016],{"title":1689,"description":1690,"path":1691,"category":1692,"date":222,"updatedAt":222,"sourceType":462,"source":1693,"tags":1694},"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",[1695,1696,1697,1698],"education","adoption","ai-tutor","higher-education",{"title":1700,"description":1701,"path":1702,"category":1692,"date":222,"updatedAt":222,"sourceType":462,"source":1703,"tags":1704},"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",[247,1304,273,1302],{"title":1706,"description":1707,"path":1708,"category":1367,"date":295,"updatedAt":295,"sourceType":204,"source":1709,"tags":1710},"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",[241,445,330,332,464],{"title":1712,"description":1713,"path":1714,"category":194,"date":406,"updatedAt":406,"sourceType":204,"source":1715,"tags":1716},"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",[226,542,1717,492,382],"pending",{"title":1719,"description":1720,"path":1721,"category":194,"date":773,"updatedAt":773,"sourceType":204,"source":1722,"tags":1723},"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",[226,410,352,283,1724],"state",{"title":1726,"description":1727,"path":1728,"category":194,"date":406,"updatedAt":406,"sourceType":204,"source":1729,"tags":1730},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 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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",[240,1181,805,1182,209],{"title":1744,"description":1745,"path":1746,"category":1367,"date":295,"updatedAt":295,"sourceType":204,"source":1747,"tags":1748},"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",[1749,1304,1750,1751,1752],"showcase","home-assistant","nix","infrastructure",{"title":1754,"description":1755,"path":1756,"category":194,"date":388,"updatedAt":388,"sourceType":204,"source":1757,"tags":1758},"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",[530,230,730,1645,654],{"title":1760,"description":1761,"path":1762,"category":194,"date":388,"updatedAt":388,"sourceType":204,"source":1763,"tags":1764},"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",[933,820,530,821,209],{"title":1766,"description":1767,"path":1768,"category":1394,"date":1368,"updatedAt":279,"sourceType":1062,"source":1396,"tags":1769},"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",[930,995,931,241,207],{"title":1771,"description":1772,"path":1773,"category":194,"date":195,"updatedAt":195,"sourceType":204,"source":1774,"tags":1775},"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",[1749,230,500,1786,1787],"vector-search","knowledge",{"title":1789,"description":1790,"path":1791,"category":194,"date":406,"updatedAt":406,"sourceType":204,"source":1792,"tags":1793},"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",[1161,409,437,439,508],{"title":1795,"description":1796,"path":1797,"category":194,"date":388,"updatedAt":388,"sourceType":204,"source":1798,"tags":1799},"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",[382,541,226,542,543],{"title":1812,"description":1813,"path":1814,"category":1367,"date":295,"updatedAt":295,"sourceType":204,"source":1815,"tags":1816},"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",[282,1351,1817,1352,933],"install",{"title":1819,"description":1820,"path":1821,"category":194,"date":773,"updatedAt":773,"sourceType":204,"source":1650,"tags":1822},"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 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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",[502,345,382,491,654],{"title":1859,"description":1860,"path":1861,"category":194,"date":416,"updatedAt":416,"sourceType":204,"source":1862,"tags":1863},"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",[502,1009,345,226,209],{"title":1865,"description":1866,"path":1867,"category":1367,"date":295,"updatedAt":295,"sourceType":204,"source":1569,"tags":1868},"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",[930,931,933,932],{"title":1870,"description":1871,"path":1872,"category":194,"date":388,"updatedAt":388,"sourceType":204,"source":1588,"tags":1873},"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",[283,542,382,297,835],{"title":1875,"description":1876,"path":1877,"category":194,"date":406,"updatedAt":406,"sourceType":204,"source":1878,"tags":1879},"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",[391,390,1880,228,392],"threads",{"title":1882,"description":1883,"path":1884,"category":194,"date":406,"updatedAt":406,"sourceType":204,"source":1885,"tags":1886},"OpenClaw Secret 观察：active snapshot 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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",[207,1903,574,247],"compliance",{"title":1905,"description":1906,"path":1907,"category":194,"date":388,"updatedAt":388,"sourceType":204,"source":1885,"tags":1908},"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",[207,1242,517,1909,209],"proxy",{"title":1911,"description":1912,"path":1913,"category":194,"date":1254,"updatedAt":1254,"sourceType":204,"source":1914,"tags":1915},"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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硬化拆成更清楚的治理面。","/news/openclaw-team-ingress-governance-watch-2026-03-29",[964,1113,408,391,207],{"title":1940,"description":1941,"path":1942,"category":194,"date":1254,"updatedAt":1254,"sourceType":204,"source":1943,"tags":1944},"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",[1256,502,1282,1283,1945],"compatibility",{"title":1947,"description":1948,"path":1949,"category":194,"date":195,"updatedAt":195,"sourceType":204,"source":1607,"tags":1950},"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 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