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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[822,345,524,1234,1119],"shell",{"title":1236,"description":1237,"path":1238,"category":1113,"updatedAt":443,"sourceType":328,"tags":1239},"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",[1240,310,568,1241,311],"sources","trust",{"title":1243,"description":1244,"path":1245,"category":1113,"updatedAt":400,"sourceType":307,"tags":1246},"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",[331,1247,781,887,489],"rpc",{"title":1249,"description":1250,"path":1251,"category":1113,"updatedAt":494,"sourceType":307,"tags":1252},"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",[648,649,331,488,1119],{"title":1254,"description":1255,"path":1256,"category":1113,"updatedAt":879,"sourceType":307,"tags":1257},"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",[516,331,458,388,1119],{"title":1259,"description":1260,"path":1261,"category":1113,"updatedAt":522,"sourceType":307,"tags":1262},"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",[331,887,1263,1264,1119],"protocol","scopes",{"title":1266,"description":1267,"path":1268,"category":1113,"updatedAt":512,"sourceType":307,"tags":1269},"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",[515,1270,497,734,667],"mention",{"title":1272,"description":1273,"path":1274,"category":1113,"updatedAt":522,"sourceType":307,"tags":1275},"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",[934,1276,1277,1278,1119],"visibility","activeHours","alerts",{"title":1280,"description":1281,"path":1282,"category":1113,"updatedAt":512,"sourceType":307,"tags":1283},"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",[881,887,1284,331,1119],"sdk",{"title":1286,"description":1287,"path":1288,"category":1113,"updatedAt":512,"sourceType":307,"tags":1289},"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",[345,1290,911,1291,1119],"include","arrays",{"title":1293,"description":1294,"path":1295,"category":1113,"updatedAt":494,"sourceType":307,"tags":1296},"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",[754,1297,623,312,1119],"invoke",{"title":1299,"description":1300,"path":1301,"category":1113,"updatedAt":522,"sourceType":307,"tags":1302},"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",[335,1303,1304,1305,1306,1119],"hybrid-search","ranking","mmr","retrieval",{"title":1308,"description":1309,"path":1310,"category":1113,"updatedAt":443,"sourceType":307,"tags":1311},"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",[451,1312,597,608,1119],"probe",{"title":1314,"description":1315,"path":1316,"category":1113,"updatedAt":817,"sourceType":307,"tags":1317},"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",[648,649,1149,1318,941],"credentials",{"title":1320,"description":1321,"path":1322,"category":1113,"updatedAt":443,"sourceType":307,"tags":1323},"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",[435,551,1324,1325,311,1119],"npm","pin",{"title":1327,"description":1328,"path":1329,"category":1204,"updatedAt":400,"sourceType":307,"tags":1330},"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",[1206,1331,717,608,680],"raw-stream",{"title":1333,"description":1334,"path":1335,"category":1113,"updatedAt":522,"sourceType":307,"tags":1336},"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",[402,1337,597,331,1119],"tlsFingerprint",{"title":1339,"description":1340,"path":1341,"category":1113,"updatedAt":522,"sourceType":307,"tags":1342},"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",[515,1343,1344,1345,1119],"mentions","pending-history","reply",{"title":1347,"description":1348,"path":1349,"category":1113,"updatedAt":494,"sourceType":307,"tags":1350},"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",[1351,1352,1353,608,1119],"secrets","secretrefs","runtime",{"title":1355,"description":1356,"path":1357,"category":1113,"updatedAt":512,"sourceType":307,"tags":1358},"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",[516,354,1221,648,734],{"title":1360,"description":1361,"path":1362,"category":1113,"updatedAt":1363,"sourceType":307,"tags":1364},"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",[516,1365,1366,836,1119],"transcript","jsonl",{"title":1368,"description":1369,"path":1370,"category":1113,"updatedAt":1363,"sourceType":307,"tags":1371},"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",[636,781,1372,1057,353],"store",{"title":1374,"description":1375,"path":1376,"category":1113,"updatedAt":522,"sourceType":307,"tags":1377},"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",[354,1072,1057,1378,1119],"ingress",{"title":1380,"description":1381,"path":1382,"category":1113,"updatedAt":400,"sourceType":307,"tags":1383},"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",[781,969,1384,717,1385],"health","troubleshooting",{"title":1387,"description":1388,"path":1389,"category":1113,"updatedAt":1363,"sourceType":307,"tags":1390},"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",[1365,1391,608,1392,1119],"hygiene","tool-calls",{"title":1394,"description":1395,"path":1396,"category":1204,"updatedAt":314,"sourceType":307,"tags":1397},"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",[1385,960,969,717],{"title":1399,"description":1400,"path":1401,"category":1113,"updatedAt":494,"sourceType":307,"tags":1402},"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",[458,1403,1404,1365,1119],"history","inject",{"title":1406,"description":1407,"path":1408,"category":1409,"updatedAt":443,"sourceType":307,"tags":1410},"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",[1411,1412,1413,1414,988,989],"china","cloud","deployment","feishu",{"title":1416,"description":1417,"path":1418,"category":1409,"updatedAt":314,"sourceType":307,"tags":1419},"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",[1413,403,1420,1412,1421],"docker","wsl2",{"title":1423,"description":1424,"path":1425,"category":1409,"updatedAt":827,"sourceType":307,"tags":1426},"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",[386,1324,1427,1421],"install-script",{"title":1429,"description":1430,"path":1431,"category":1409,"updatedAt":400,"sourceType":307,"tags":1432},"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",[386,1433,1427,1434,313],"updater","git",{"title":1436,"description":1437,"path":1438,"category":1409,"updatedAt":360,"sourceType":307,"tags":1439},"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",[386,1433,1440,960,313],"uninstall",{"title":1442,"description":1443,"path":1444,"category":1409,"updatedAt":360,"sourceType":307,"tags":1445},"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",[1446,386,395,1447],"linux","server",{"title":1449,"description":1450,"path":1451,"category":1409,"updatedAt":360,"sourceType":307,"tags":1452},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[506,386,395,1453],"apple",{"title":1455,"description":1456,"path":1457,"category":1458,"updatedAt":314,"sourceType":307,"tags":1459},"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",[1460,1461,310,1462],"migration","upgrade","checklist",{"title":1464,"description":1465,"path":1466,"category":1409,"updatedAt":360,"sourceType":307,"tags":1467},"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",[960,961,819,313,1125],{"title":1798,"description":1799,"path":1800,"category":1801,"date":327,"updatedAt":327,"sourceType":568,"source":1802,"tags":1803},"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",[1804,1805,1806,1807],"education","adoption","ai-tutor","higher-education",{"title":1809,"description":1810,"path":1811,"category":1801,"date":327,"updatedAt":327,"sourceType":568,"source":1812,"tags":1813},"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",[352,1413,312,1411],{"title":1815,"description":1816,"path":1817,"category":1476,"date":400,"updatedAt":400,"sourceType":307,"source":1818,"tags":1819},"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",[346,551,435,437,570],{"title":1821,"description":1822,"path":1823,"category":1683,"date":512,"updatedAt":512,"sourceType":307,"source":1824,"tags":1825},"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",[331,648,1826,598,488],"pending",{"title":1828,"description":1829,"path":1830,"category":1683,"date":879,"updatedAt":879,"sourceType":307,"source":1831,"tags":1832},"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",[331,516,458,388,1833],"state",{"title":1835,"description":1836,"path":1837,"category":1683,"date":512,"updatedAt":512,"sourceType":307,"source":1838,"tags":1839},"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",[345,1290,911,1291,353],{"title":1853,"description":1854,"path":1855,"category":1476,"date":400,"updatedAt":400,"sourceType":307,"source":1856,"tags":1857},"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",[1858,1413,1859,1860,1861],"showcase","home-assistant","nix","infrastructure",{"title":1863,"description":1864,"path":1865,"category":1683,"date":494,"updatedAt":494,"sourceType":307,"source":1866,"tags":1867},"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",[636,335,836,1754,760],{"title":1869,"description":1870,"path":1871,"category":1683,"date":494,"updatedAt":494,"sourceType":307,"source":1872,"tags":1873},"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",[313,926,636,927,353],{"title":1875,"description":1876,"path":1877,"category":1503,"date":1477,"updatedAt":314,"sourceType":1171,"source":1505,"tags":1878},"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",[310,1104,1035,346,354],{"title":1880,"description":1881,"path":1882,"category":1683,"date":443,"updatedAt":443,"sourceType":307,"source":1883,"tags":1884},"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",[1858,335,606,1895,1896],"vector-search","knowledge",{"title":1898,"description":1899,"path":1900,"category":1683,"date":512,"updatedAt":512,"sourceType":307,"source":1901,"tags":1902},"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",[1270,515,543,545,614],{"title":1904,"description":1905,"path":1906,"category":1683,"date":494,"updatedAt":494,"sourceType":307,"source":1907,"tags":1908},"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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和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1047,599,577,648,402],{"title":1933,"description":1934,"path":1935,"category":1683,"date":522,"updatedAt":522,"sourceType":307,"source":1936,"tags":1937},"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",[388,458,887,1047,489],{"title":1939,"description":1940,"path":1941,"category":1683,"date":512,"updatedAt":512,"sourceType":307,"source":1783,"tags":1942},"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",[648,1149,333,1150,353],{"title":1944,"description":1945,"path":1946,"category":1476,"date":400,"updatedAt":400,"sourceType":307,"source":1947,"tags":1948},"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",[435,569,437,568,570],{"title":1950,"description":1951,"path":1952,"category":1683,"date":443,"updatedAt":443,"sourceType":307,"source":1953,"tags":1954},"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",[608,451,488,597,760],{"title":1968,"description":1969,"path":1970,"category":1683,"date":522,"updatedAt":522,"sourceType":307,"source":1971,"tags":1972},"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",[608,1118,451,331,353],{"title":1974,"description":1975,"path":1976,"category":1476,"date":400,"updatedAt":400,"sourceType":307,"source":262,"tags":1977},"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",[310,1035,313,311],{"title":1979,"description":1980,"path":1981,"category":1683,"date":494,"updatedAt":494,"sourceType":307,"source":1697,"tags":1982},"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",[388,648,488,402,941],{"title":1984,"description":1985,"path":1986,"category":1683,"date":512,"updatedAt":512,"sourceType":307,"source":1987,"tags":1988},"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",[497,496,1989,333,498],"threads",{"title":1991,"description":1992,"path":1993,"category":1683,"date":512,"updatedAt":512,"sourceType":307,"source":1994,"tags":1995},"OpenClaw Secret 观察：active snapshot 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