[{"data":1,"prerenderedAt":2798},["ShallowReactive",2],{"best-practices:quiet-hours-and-manual-wake":3,"content-manifest":289},{"id":4,"title":5,"body":6,"category":269,"date":270,"description":271,"difficulty":272,"extension":273,"meta":274,"navigation":275,"path":276,"seo":277,"source":278,"sourceName":279,"sourceType":280,"stem":281,"tags":282,"updatedAt":287,"__hash__":288},"bestPractices/best-practices/quiet-hours-and-manual-wake.md","用 quiet hours 和 manual wake 控制自动化节奏",{"type":7,"value":8,"toc":257},"minimark",[9,13,17,27,30,42,45,50,53,67,70,75,79,82,93,103,106,120,124,131,134,142,145,149,152,155,163,166,170,173,184,187,190,193,210,213,216,219,233,236],[10,11,5],"h1",{"id":12},"用-quiet-hours-和-manual-wake-控制自动化节奏",[14,15,16],"p",{},"很多团队把 heartbeat 开起来之后，真正的问题往往不是“它不工作”，而是：",[18,19,20,24],"ul",{},[21,22,23],"li",{},"它工作得太勤",[21,25,26],{},"或者在不该出声的时候出声",[14,28,29],{},"官方最近的 Heartbeat 和自动化排障文档，其实已经给出了一套很成熟的节奏控制方法：",[18,31,32,39],{},[21,33,34,35],{},"平时靠 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和远程入口下分别如何引导认证，以及为什么当前浏览器标签页的 sessionStorage 行为很关键。","/docs/reference/dashboard-secretref-and-sessionstorage",[361,570,1171,1172,569],"secretref","sessionStorage",{"title":1174,"description":1175,"path":1176,"category":1177,"updatedAt":332,"sourceType":280,"tags":1178},"调试、运行时覆盖与开发排障","基于官方 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",[1179,1180,1181,929,689],"debugging","debug","runtime-overrides",{"title":1183,"description":1184,"path":1185,"category":1086,"updatedAt":467,"sourceType":280,"tags":1186},"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",[1098,1187,1188,1180,1092],"logging","flags",{"title":1190,"description":1191,"path":1192,"category":1086,"updatedAt":467,"sourceType":280,"tags":1193},"dmScope 和 identityLinks 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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[794,318,496,1207,1092],"shell",{"title":1209,"description":1210,"path":1211,"category":1086,"updatedAt":416,"sourceType":301,"tags":1212},"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",[1213,1004,540,1214,1006],"sources","trust",{"title":1216,"description":1217,"path":1218,"category":1086,"updatedAt":373,"sourceType":280,"tags":1219},"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",[304,1220,753,859,462],"rpc",{"title":1222,"description":1223,"path":1224,"category":1086,"updatedAt":467,"sourceType":280,"tags":1225},"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",[620,621,304,461,1092],{"title":1227,"description":1228,"path":1229,"category":1086,"updatedAt":851,"sourceType":280,"tags":1230},"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",[489,304,431,361,1092],{"title":1232,"description":1233,"path":1234,"category":1086,"updatedAt":287,"sourceType":280,"tags":1235},"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",[304,859,1236,1237,1092],"protocol","scopes",{"title":1239,"description":1240,"path":1241,"category":1086,"updatedAt":485,"sourceType":280,"tags":1242},"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",[488,1243,470,706,639],"mention",{"title":244,"description":1245,"path":243,"category":1086,"updatedAt":287,"sourceType":280,"tags":1246},"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。",[283,1247,38,1248,1092],"visibility","alerts",{"title":1250,"description":1251,"path":1252,"category":1086,"updatedAt":485,"sourceType":280,"tags":1253},"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",[853,859,1254,304,1092],"sdk",{"title":1256,"description":1257,"path":1258,"category":1086,"updatedAt":485,"sourceType":280,"tags":1259},"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",[318,1260,883,1261,1092],"include","arrays",{"title":1263,"description":1264,"path":1265,"category":1086,"updatedAt":467,"sourceType":280,"tags":1266},"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",[726,1267,595,352,1092],"invoke",{"title":1269,"description":1270,"path":1271,"category":1086,"updatedAt":287,"sourceType":280,"tags":1272},"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",[308,1273,1274,1275,1276,1092],"hybrid-search","ranking","mmr","retrieval",{"title":1278,"description":1279,"path":1280,"category":1086,"updatedAt":416,"sourceType":280,"tags":1281},"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",[424,1282,569,580,1092],"probe",{"title":1284,"description":1285,"path":1286,"category":1086,"updatedAt":789,"sourceType":280,"tags":1287},"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",[620,621,1122,1288,910],"credentials",{"title":1290,"description":1291,"path":1292,"category":1086,"updatedAt":416,"sourceType":280,"tags":1293},"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",[408,523,1294,1295,1006,1092],"npm","pin",{"title":1297,"description":1298,"path":1299,"category":1177,"updatedAt":373,"sourceType":280,"tags":1300},"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",[1179,1301,689,580,652],"raw-stream",{"title":1303,"description":1304,"path":1305,"category":1086,"updatedAt":287,"sourceType":280,"tags":1306},"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",[375,1307,569,304,1092],"tlsFingerprint",{"title":1309,"description":1310,"path":1311,"category":1086,"updatedAt":287,"sourceType":280,"tags":1312},"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",[488,1313,1314,1315,1092],"mentions","pending-history","reply",{"title":1317,"description":1318,"path":1319,"category":1086,"updatedAt":467,"sourceType":280,"tags":1320},"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",[1321,1322,1323,580,1092],"secrets","secretrefs","runtime",{"title":1325,"description":1326,"path":1327,"category":1086,"updatedAt":485,"sourceType":280,"tags":1328},"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",[489,326,1194,620,706],{"title":1330,"description":1331,"path":1332,"category":1086,"updatedAt":1333,"sourceType":280,"tags":1334},"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",[489,1335,1336,808,1092],"transcript","jsonl",{"title":1338,"description":1339,"path":1340,"category":1086,"updatedAt":1333,"sourceType":280,"tags":1341},"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",[608,753,1342,1030,285],"store",{"title":1344,"description":1345,"path":1346,"category":1086,"updatedAt":287,"sourceType":280,"tags":1347},"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",[326,1045,1030,1348,1092],"ingress",{"title":1350,"description":1351,"path":1352,"category":1086,"updatedAt":373,"sourceType":280,"tags":1353},"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",[753,938,1354,689,1355],"health","troubleshooting",{"title":1357,"description":1358,"path":1359,"category":1086,"updatedAt":1333,"sourceType":280,"tags":1360},"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",[1335,1361,580,1362,1092],"hygiene","tool-calls",{"title":1364,"description":1365,"path":1366,"category":1177,"updatedAt":357,"sourceType":280,"tags":1367},"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",[1355,929,938,689],{"title":1369,"description":1370,"path":1371,"category":1086,"updatedAt":467,"sourceType":280,"tags":1372},"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",[431,1373,1374,1335,1092],"history","inject",{"title":1376,"description":1377,"path":1378,"category":1379,"updatedAt":416,"sourceType":280,"tags":1380},"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",[1381,1382,1383,1384,957,958],"china","cloud","deployment","feishu",{"title":1386,"description":1387,"path":1388,"category":1379,"updatedAt":357,"sourceType":280,"tags":1389},"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",[1383,376,1390,1382,1391],"docker","wsl2",{"title":1393,"description":1394,"path":1395,"category":1379,"updatedAt":799,"sourceType":280,"tags":1396},"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",[359,1294,1397,1391],"install-script",{"title":1399,"description":1400,"path":1401,"category":1379,"updatedAt":373,"sourceType":280,"tags":1402},"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",[359,1403,1397,1404,1007],"updater","git",{"title":1406,"description":1407,"path":1408,"category":1379,"updatedAt":332,"sourceType":280,"tags":1409},"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",[359,1403,1410,929,1007],"uninstall",{"title":1412,"description":1413,"path":1414,"category":1379,"updatedAt":332,"sourceType":280,"tags":1415},"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",[1416,359,368,1417],"linux","server",{"title":1419,"description":1420,"path":1421,"category":1379,"updatedAt":332,"sourceType":280,"tags":1422},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[479,359,368,1423],"apple",{"title":1425,"description":1426,"path":1427,"category":1428,"updatedAt":357,"sourceType":280,"tags":1429},"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",[1430,1431,1004,1432],"migration","upgrade","checklist",{"title":1434,"description":1435,"path":1436,"category":1379,"updatedAt":332,"sourceType":280,"tags":1437},"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",[929,930,791,1007,1098],{"title":1769,"description":1770,"path":1771,"category":1772,"date":300,"updatedAt":300,"sourceType":540,"source":1773,"tags":1774},"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",[1775,1776,1777,1778],"education","adoption","ai-tutor","higher-education",{"title":1780,"description":1781,"path":1782,"category":1772,"date":300,"updatedAt":300,"sourceType":540,"source":1783,"tags":1784},"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",[325,1383,352,1381],{"title":1786,"description":1787,"path":1788,"category":1446,"date":373,"updatedAt":373,"sourceType":280,"source":1789,"tags":1790},"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",[319,523,408,410,542],{"title":1792,"description":1793,"path":1794,"category":1654,"date":485,"updatedAt":485,"sourceType":280,"source":1795,"tags":1796},"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",[304,620,1797,570,461],"pending",{"title":1799,"description":1800,"path":1801,"category":1654,"date":851,"updatedAt":851,"sourceType":280,"source":1802,"tags":1803},"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",[304,489,431,361,1804],"state",{"title":1806,"description":1807,"path":1808,"category":1654,"date":485,"updatedAt":485,"sourceType":280,"source":1809,"tags":1810},"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",[488,1243,706,639,470],{"title":1812,"description":1813,"path":1814,"category":1654,"date":287,"updatedAt":287,"sourceType":280,"source":1809,"tags":1815},"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",[488,1313,1816,487,732],"activation",{"title":1818,"description":1819,"path":1820,"category":1654,"date":485,"updatedAt":485,"sourceType":280,"source":1821,"tags":1822},"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",[318,1260,883,1261,285],{"title":1824,"description":1825,"path":1826,"category":1446,"date":373,"updatedAt":373,"sourceType":280,"source":1827,"tags":1828},"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",[1829,1383,1830,1831,1832],"showcase","home-assistant","nix","infrastructure",{"title":1834,"description":1835,"path":1836,"category":1654,"date":467,"updatedAt":467,"sourceType":280,"source":1837,"tags":1838},"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",[608,308,808,1725,732],{"title":1840,"description":1841,"path":1842,"category":1654,"date":467,"updatedAt":467,"sourceType":280,"source":1843,"tags":1844},"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",[1007,898,608,899,285],{"title":1846,"description":1847,"path":1848,"category":1473,"date":1447,"updatedAt":357,"sourceType":1144,"source":1475,"tags":1849},"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",[1004,1077,1005,319,326],{"title":1851,"description":1852,"path":1853,"category":1654,"date":416,"updatedAt":416,"sourceType":280,"source":1854,"tags":1855},"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",[1829,308,578,1866,1867],"vector-search","knowledge",{"title":1869,"description":1870,"path":1871,"category":1654,"date":485,"updatedAt":485,"sourceType":280,"source":1872,"tags":1873},"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",[1243,488,515,517,586],{"title":1875,"description":1876,"path":1877,"category":1654,"date":467,"updatedAt":467,"sourceType":280,"source":1878,"tags":1879},"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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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",[580,424,461,569,732],{"title":1939,"description":1940,"path":1941,"category":1654,"date":287,"updatedAt":287,"sourceType":280,"source":1942,"tags":1943},"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",[580,1091,424,304,285],{"title":1945,"description":1946,"path":1947,"category":1446,"date":373,"updatedAt":373,"sourceType":280,"source":1648,"tags":1948},"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",[1004,1005,1007,1006],{"title":1950,"description":1951,"path":1952,"category":1654,"date":467,"updatedAt":467,"sourceType":280,"source":1668,"tags":1953},"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",[361,620,461,375,910],{"title":1955,"description":1956,"path":1957,"category":1654,"date":485,"updatedAt":485,"sourceType":280,"source":1958,"tags":1959},"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",[470,469,1960,306,471],"threads",{"title":1962,"description":1963,"path":1964,"category":1654,"date":485,"updatedAt":485,"sourceType":280,"source":1965,"tags":1966},"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",[1829,540,515,319,284],{"title":2019,"description":2020,"path":2021,"category":1654,"date":287,"updatedAt":287,"sourceType":280,"source":2010,"tags":2022},"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",[1045,1195,487,470,326],{"title":2024,"description":2025,"path":2026,"category":1654,"date":1333,"updatedAt":1333,"sourceType":280,"source":2027,"tags":2028},"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",[1335,580,1361,1362,2029],"compatibility",{"title":2031,"description":2032,"path":2033,"category":1654,"date":416,"updatedAt":416,"sourceType":280,"source":1687,"tags":2034},"OpenClaw 远程入口观察：trusted-proxy 正在被官方明确定义为高收益但高责任模式","基于 2026 年 3 月 24 日可见的官方 trusted-proxy auth 文档，最近最值得关注的不是怎么把页面转发出来，而是 OpenClaw 正在主动强调 trusted-proxy 的安全责任转移。","/news/openclaw-trusted-proxy-risk-watch-2026-03-24",[1065,326,375,304,569],{"title":2036,"description":2037,"path":2038,"category":1654,"date":851,"updatedAt":851,"sourceType":280,"source":1802,"tags":2039},"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 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