[{"data":1,"prerenderedAt":2825},["ShallowReactive",2],{"docs:manual/plugin-managed-hooks":3,"content-manifest":316},{"id":4,"title":5,"body":6,"category":296,"date":297,"description":298,"extension":299,"meta":300,"navigation":301,"path":302,"seo":303,"source":304,"sourceName":305,"sourceType":306,"stem":307,"tags":308,"updatedAt":314,"__hash__":315},"docs/docs/manual/plugin-managed-hooks.md","插件托管 hooks 与扩展能力边界",{"type":7,"value":8,"toc":277},"minimark",[9,13,17,27,30,35,38,46,49,53,56,61,64,69,73,75,80,83,96,99,109,112,120,123,131,139,142,154,157,162,165,168,171,179,182,186,189,200,203,211,215,218,229,232,235,238,247,250,253,274],[10,11,5],"h1",{"id":12},"插件托管-hooks-与扩展能力边界",[14,15,16],"p",{},"官方最近的 Plugins 和 Hooks 文档里，一个很值得中文站继续单独讲清楚的点是：",[18,19,20,24],"ul",{},[21,22,23],"li",{},"hooks 不再只存在于独立目录",[21,25,26],{},"插件现在也可以托管 hooks",[14,28,29],{},"这件事非常关键，因为它说明扩展层已经不是“插件归插件、hooks 归 hooks”那么简单，而是开始真正互相组合了。",[31,32,34],"h2",{"id":33},"插件托管-hooks-到底是什么","插件托管 hooks 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hook",[14,121,122],{},"这对排障特别重要，因为它能帮助你分清：",[18,124,125,128],{},[21,126,127],{},"问题来自某个独立 hook",[21,129,130],{},"还是来自某个插件带来的 hook",[31,132,134,135,138],{"id":133},"为什么不能直接用-openclaw-hooks-去启停它","为什么不能直接用 ",[88,136,137],{},"openclaw hooks"," 去启停它",[14,140,141],{},"这是官方文档里最值得记住的一条边界：",[18,143,144,151],{},[21,145,146,147,150],{},"你不能通过 ",[88,148,149],{},"openclaw hooks enable/disable"," 直接启停 plugin-managed hooks",[21,152,153],{},"它们跟随插件启停",[14,155,156],{},"换句话说：",[18,158,159],{},[21,160,161],{},"要关 hook，实际是要关插件",[14,163,164],{},"这意味着在治理上，plugin-managed hooks 更像插件的一部分，而不是独立资产。",[31,166,167],{"id":167},"这对团队治理意味着什么",[14,169,170],{},"如果你在团队环境里维护扩展，这条边界非常值：",[18,172,173,176],{},[21,174,175],{},"独立 hooks 可以按 hook 治理",[21,177,178],{},"插件托管 hooks 要按插件治理",[14,180,181],{},"如果你把这两种东西都按“单个 hook 开关”去想，后面回滚和排错会非常混乱。",[31,183,185],{"id":184},"更适合什么时候把-hook-放进插件","更适合什么时候把 hook 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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",[948,949,1118,1221,1112],"migrations",{"title":1223,"description":1224,"path":1225,"category":1106,"updatedAt":491,"sourceType":306,"tags":1226},"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",[810,345,521,1227,1112],"shell",{"title":1229,"description":1230,"path":1231,"category":1106,"updatedAt":441,"sourceType":328,"tags":1232},"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",[1233,1024,565,1234,1026],"sources","trust",{"title":1236,"description":1237,"path":1238,"category":1106,"updatedAt":314,"sourceType":306,"tags":1239},"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",[331,1240,769,875,486],"rpc",{"title":1242,"description":1243,"path":1244,"category":1106,"updatedAt":491,"sourceType":306,"tags":1245},"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",[644,645,331,485,1112],{"title":1247,"description":1248,"path":1249,"category":1106,"updatedAt":867,"sourceType":306,"tags":1250},"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",[513,331,456,389,1112],{"title":1252,"description":1253,"path":1254,"category":1106,"updatedAt":519,"sourceType":306,"tags":1255},"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",[331,875,1256,1257,1112],"protocol","scopes",{"title":1259,"description":1260,"path":1261,"category":1106,"updatedAt":509,"sourceType":306,"tags":1262},"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",[512,1263,494,728,661],"mention",{"title":1265,"description":1266,"path":1267,"category":1106,"updatedAt":519,"sourceType":306,"tags":1268},"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",[922,1269,1270,1271,1112],"visibility","activeHours","alerts",{"title":1273,"description":1274,"path":1275,"category":1106,"updatedAt":509,"sourceType":306,"tags":1276},"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",[869,875,1277,331,1112],"sdk",{"title":1279,"description":1280,"path":1281,"category":1106,"updatedAt":509,"sourceType":306,"tags":1282},"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",[345,1283,899,1284,1112],"include","arrays",{"title":1286,"description":1287,"path":1288,"category":1106,"updatedAt":491,"sourceType":306,"tags":1289},"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",[748,1290,619,380,1112],"invoke",{"title":1292,"description":1293,"path":1294,"category":1106,"updatedAt":519,"sourceType":306,"tags":1295},"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",[335,1296,1297,1298,1299,1112],"hybrid-search","ranking","mmr","retrieval",{"title":1301,"description":1302,"path":1303,"category":1106,"updatedAt":441,"sourceType":306,"tags":1304},"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",[449,1305,593,604,1112],"probe",{"title":1307,"description":1308,"path":1309,"category":1106,"updatedAt":805,"sourceType":306,"tags":1310},"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",[644,645,1142,1311,929],"credentials",{"title":1313,"description":1314,"path":1315,"category":1106,"updatedAt":441,"sourceType":306,"tags":1316},"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",[309,548,1317,1318,1026,1112],"npm","pin",{"title":1320,"description":1321,"path":1322,"category":1197,"updatedAt":314,"sourceType":306,"tags":1323},"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",[1199,1324,711,604,674],"raw-stream",{"title":1326,"description":1327,"path":1328,"category":1106,"updatedAt":519,"sourceType":306,"tags":1329},"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",[402,1330,593,331,1112],"tlsFingerprint",{"title":1332,"description":1333,"path":1334,"category":1106,"updatedAt":519,"sourceType":306,"tags":1335},"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",[512,1336,1337,1338,1112],"mentions","pending-history","reply",{"title":1340,"description":1341,"path":1342,"category":1106,"updatedAt":491,"sourceType":306,"tags":1343},"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",[1344,1345,1346,604,1112],"secrets","secretrefs","runtime",{"title":1348,"description":1349,"path":1350,"category":1106,"updatedAt":509,"sourceType":306,"tags":1351},"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",[513,354,1214,644,728],{"title":1353,"description":1354,"path":1355,"category":1106,"updatedAt":1356,"sourceType":306,"tags":1357},"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",[513,1358,1359,824,1112],"transcript","jsonl",{"title":1361,"description":1362,"path":1363,"category":1106,"updatedAt":1356,"sourceType":306,"tags":1364},"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",[632,769,1365,1050,353],"store",{"title":1367,"description":1368,"path":1369,"category":1106,"updatedAt":519,"sourceType":306,"tags":1370},"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",[354,1065,1050,1371,1112],"ingress",{"title":1373,"description":1374,"path":1375,"category":1106,"updatedAt":314,"sourceType":306,"tags":1376},"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",[769,957,1377,711,1378],"health","troubleshooting",{"title":1380,"description":1381,"path":1382,"category":1106,"updatedAt":1356,"sourceType":306,"tags":1383},"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",[1358,1384,604,1385,1112],"hygiene","tool-calls",{"title":1387,"description":1388,"path":1389,"category":1197,"updatedAt":385,"sourceType":306,"tags":1390},"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",[1378,948,957,711],{"title":1392,"description":1393,"path":1394,"category":1106,"updatedAt":491,"sourceType":306,"tags":1395},"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",[456,1396,1397,1358,1112],"history","inject",{"title":1399,"description":1400,"path":1401,"category":1402,"updatedAt":441,"sourceType":306,"tags":1403},"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",[1404,1405,1406,1407,976,977],"china","cloud","deployment","feishu",{"title":1409,"description":1410,"path":1411,"category":1402,"updatedAt":385,"sourceType":306,"tags":1412},"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",[1406,403,1413,1405,1414],"docker","wsl2",{"title":1416,"description":1417,"path":1418,"category":1402,"updatedAt":815,"sourceType":306,"tags":1419},"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",[387,1317,1420,1414],"install-script",{"title":1422,"description":1423,"path":1424,"category":1402,"updatedAt":314,"sourceType":306,"tags":1425},"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",[387,1426,1420,1427,1027],"updater","git",{"title":1429,"description":1430,"path":1431,"category":1402,"updatedAt":360,"sourceType":306,"tags":1432},"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",[387,1426,1433,948,1027],"uninstall",{"title":1435,"description":1436,"path":1437,"category":1402,"updatedAt":360,"sourceType":306,"tags":1438},"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",[1439,387,396,1440],"linux","server",{"title":1442,"description":1443,"path":1444,"category":1402,"updatedAt":360,"sourceType":306,"tags":1445},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[503,387,396,1446],"apple",{"title":1448,"description":1449,"path":1450,"category":1451,"updatedAt":385,"sourceType":306,"tags":1452},"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",[1453,1454,1024,1455],"migration","upgrade","checklist",{"title":1457,"description":1458,"path":1459,"category":1402,"updatedAt":360,"sourceType":306,"tags":1460},"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",[645,644,594,942,1779],"rotate",{"title":1781,"description":1782,"path":1783,"category":1677,"date":491,"updatedAt":491,"sourceType":306,"source":1784,"tags":1785},"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",[948,1118,949,1199,353],{"title":1787,"description":1788,"path":1789,"category":1677,"date":509,"updatedAt":509,"sourceType":306,"source":1784,"tags":1790},"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",[948,949,807,1027,1118],{"title":1792,"description":1793,"path":1794,"category":1795,"date":327,"updatedAt":327,"sourceType":565,"source":1796,"tags":1797},"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",[1798,1799,1800,1801],"education","adoption","ai-tutor","higher-education",{"title":1803,"description":1804,"path":1805,"category":1795,"date":327,"updatedAt":327,"sourceType":565,"source":1806,"tags":1807},"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",[352,1406,380,1404],{"title":1809,"description":1810,"path":1811,"category":1469,"date":314,"updatedAt":314,"sourceType":306,"source":1812,"tags":1813},"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",[346,548,309,310,312],{"title":1815,"description":1816,"path":1817,"category":1677,"date":509,"updatedAt":509,"sourceType":306,"source":1818,"tags":1819},"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",[331,644,1820,594,485],"pending",{"title":1822,"description":1823,"path":1824,"category":1677,"date":867,"updatedAt":867,"sourceType":306,"source":1825,"tags":1826},"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",[331,513,456,389,1827],"state",{"title":1829,"description":1830,"path":1831,"category":1677,"date":509,"updatedAt":509,"sourceType":306,"source":1832,"tags":1833},"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",[512,1263,728,661,494],{"title":1835,"description":1836,"path":1837,"category":1677,"date":519,"updatedAt":519,"sourceType":306,"source":1832,"tags":1838},"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",[512,1336,1839,511,313],"activation",{"title":1841,"description":1842,"path":1843,"category":1677,"date":509,"updatedAt":509,"sourceType":306,"source":1844,"tags":1845},"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",[345,1283,899,1284,353],{"title":1847,"description":1848,"path":1849,"category":1469,"date":314,"updatedAt":314,"sourceType":306,"source":1850,"tags":1851},"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",[1852,1406,1853,1854,1855],"showcase","home-assistant","nix","infrastructure",{"title":1857,"description":1858,"path":1859,"category":1677,"date":491,"updatedAt":491,"sourceType":306,"source":1860,"tags":1861},"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",[632,335,824,1748,313],{"title":1863,"description":1864,"path":1865,"category":1677,"date":491,"updatedAt":491,"sourceType":306,"source":1866,"tags":1867},"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",[1027,914,632,915,353],{"title":1869,"description":1870,"path":1871,"category":1496,"date":1470,"updatedAt":385,"sourceType":1164,"source":1498,"tags":1872},"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",[1024,1097,1025,346,354],{"title":1874,"description":1875,"path":1876,"category":1677,"date":441,"updatedAt":441,"sourceType":306,"source":1877,"tags":1878},"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",[1852,335,602,1889,1890],"vector-search","knowledge",{"title":1892,"description":1893,"path":1894,"category":1677,"date":509,"updatedAt":509,"sourceType":306,"source":1895,"tags":1896},"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",[1263,512,540,542,610],{"title":1898,"description":1899,"path":1900,"category":1677,"date":491,"updatedAt":491,"sourceType":306,"source":1901,"tags":1902},"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",[485,643,331,644,645],{"title":1915,"description":1916,"path":1917,"category":1469,"date":314,"updatedAt":314,"sourceType":306,"source":1918,"tags":1919},"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",[388,1453,1920,1454,1027],"install",{"title":1922,"description":1923,"path":1924,"category":1677,"date":867,"updatedAt":867,"sourceType":306,"source":1753,"tags":1925},"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",[1039,595,573,644,402],{"title":1927,"description":1928,"path":1929,"category":1677,"date":519,"updatedAt":519,"sourceType":306,"source":1930,"tags":1931},"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",[389,456,875,1039,486],{"title":1933,"description":1934,"path":1935,"category":1677,"date":509,"updatedAt":509,"sourceType":306,"source":1777,"tags":1936},"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",[644,1142,333,1143,353],{"title":1938,"description":1939,"path":1940,"category":1469,"date":314,"updatedAt":314,"sourceType":306,"source":304,"tags":1941},"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",[309,566,310,565,312],{"title":1943,"description":1944,"path":1945,"category":1677,"date":441,"updatedAt":441,"sourceType":306,"source":1946,"tags":1947},"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 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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",[604,449,485,593,313],{"title":1961,"description":1962,"path":1963,"category":1677,"date":519,"updatedAt":519,"sourceType":306,"source":1964,"tags":1965},"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",[604,1111,449,331,353],{"title":1967,"description":1968,"path":1969,"category":1469,"date":314,"updatedAt":314,"sourceType":306,"source":1671,"tags":1970},"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",[1024,1025,1027,1026],{"title":1972,"description":1973,"path":1974,"category":1677,"date":491,"updatedAt":491,"sourceType":306,"source":1691,"tags":1975},"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",[389,644,485,402,929],{"title":1977,"description":1978,"path":1979,"category":1677,"date":509,"updatedAt":509,"sourceType":306,"source":1980,"tags":1981},"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",[494,493,1982,333,495],"threads",{"title":1984,"description":1985,"path":1986,"category":1677,"date":509,"updatedAt":509,"sourceType":306,"source":1987,"tags":1988},"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",[1852,565,540,346,311],{"title":2041,"description":2042,"path":2043,"category":1677,"date":519,"updatedAt":519,"sourceType":306,"source":2032,"tags":2044},"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",[1065,1215,511,494,354],{"title":2046,"description":2047,"path":2048,"category":1677,"date":1356,"updatedAt":1356,"sourceType":306,"source":2049,"tags":2050},"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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