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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[759,283,463,1170,248],"shell",{"title":1172,"description":1173,"path":1174,"category":237,"updatedAt":382,"sourceType":266,"tags":1175},"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",[1176,973,507,1177,975],"sources","trust",{"title":1179,"description":1180,"path":1181,"category":237,"updatedAt":339,"sourceType":245,"tags":1182},"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",[269,1183,249,824,428],"rpc",{"title":1185,"description":1186,"path":1187,"category":237,"updatedAt":433,"sourceType":245,"tags":1188},"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",[587,588,269,427,248],{"title":1190,"description":1191,"path":1192,"category":237,"updatedAt":816,"sourceType":245,"tags":1193},"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",[455,269,397,327,248],{"title":1195,"description":1196,"path":1197,"category":237,"updatedAt":461,"sourceType":245,"tags":1198},"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",[269,824,1199,1200,248],"protocol","scopes",{"title":1202,"description":1203,"path":1204,"category":237,"updatedAt":451,"sourceType":245,"tags":1205},"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",[454,1206,436,673,606],"mention",{"title":1208,"description":1209,"path":1210,"category":237,"updatedAt":461,"sourceType":245,"tags":1211},"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",[871,1212,1213,1214,248],"visibility","activeHours","alerts",{"title":1216,"description":1217,"path":1218,"category":237,"updatedAt":451,"sourceType":245,"tags":1219},"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",[818,824,1220,269,248],"sdk",{"title":1222,"description":1223,"path":1224,"category":237,"updatedAt":451,"sourceType":245,"tags":1225},"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",[283,1226,848,1227,248],"include","arrays",{"title":1229,"description":1230,"path":1231,"category":237,"updatedAt":433,"sourceType":245,"tags":1232},"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",[693,1233,562,318,248],"invoke",{"title":1235,"description":1236,"path":1237,"category":237,"updatedAt":461,"sourceType":245,"tags":1238},"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",[273,1239,1240,1241,1242,248],"hybrid-search","ranking","mmr","retrieval",{"title":1244,"description":1245,"path":1246,"category":237,"updatedAt":382,"sourceType":245,"tags":1247},"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",[390,1248,536,547,248],"probe",{"title":1250,"description":1251,"path":1252,"category":237,"updatedAt":755,"sourceType":245,"tags":1253},"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",[587,588,1085,1254,878],"credentials",{"title":1256,"description":1257,"path":1258,"category":237,"updatedAt":382,"sourceType":245,"tags":1259},"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",[374,490,1260,1261,975,248],"npm","pin",{"title":1263,"description":1264,"path":1265,"category":1140,"updatedAt":339,"sourceType":245,"tags":1266},"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",[1142,1267,656,547,619],"raw-stream",{"title":1269,"description":1270,"path":1271,"category":237,"updatedAt":461,"sourceType":245,"tags":1272},"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",[341,1273,536,269,248],"tlsFingerprint",{"title":1275,"description":1276,"path":1277,"category":237,"updatedAt":461,"sourceType":245,"tags":1278},"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",[454,1279,1280,1281,248],"mentions","pending-history","reply",{"title":1283,"description":1284,"path":1285,"category":237,"updatedAt":433,"sourceType":245,"tags":1286},"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",[1287,1288,1289,547,248],"secrets","secretrefs","runtime",{"title":1291,"description":1292,"path":1293,"category":237,"updatedAt":451,"sourceType":245,"tags":1294},"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",[455,292,1157,587,673],{"title":1296,"description":1297,"path":1298,"category":237,"updatedAt":1299,"sourceType":245,"tags":1300},"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",[455,1301,1302,773,248],"transcript","jsonl",{"title":1304,"description":1305,"path":1306,"category":237,"updatedAt":1299,"sourceType":245,"tags":1307},"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",[575,249,1308,999,291],"store",{"title":1310,"description":1311,"path":1312,"category":237,"updatedAt":461,"sourceType":245,"tags":1313},"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",[292,1014,999,1314,248],"ingress",{"title":1316,"description":1317,"path":1318,"category":237,"updatedAt":339,"sourceType":245,"tags":1319},"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",[249,906,1320,656,1321],"health","troubleshooting",{"title":1323,"description":1324,"path":1325,"category":237,"updatedAt":1299,"sourceType":245,"tags":1326},"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",[1301,1327,547,1328,248],"hygiene","tool-calls",{"title":180,"description":1330,"path":179,"category":1140,"updatedAt":252,"sourceType":245,"tags":1331},"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。",[1321,897,906,656],{"title":1333,"description":1334,"path":1335,"category":237,"updatedAt":433,"sourceType":245,"tags":1336},"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",[397,1337,1338,1301,248],"history","inject",{"title":1340,"description":1341,"path":1342,"category":1343,"updatedAt":382,"sourceType":245,"tags":1344},"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",[1345,1346,1347,1348,925,926],"china","cloud","deployment","feishu",{"title":1350,"description":1351,"path":1352,"category":1343,"updatedAt":252,"sourceType":245,"tags":1353},"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",[1347,342,1354,1346,1355],"docker","wsl2",{"title":1357,"description":1358,"path":205,"category":1343,"updatedAt":764,"sourceType":245,"tags":1359},"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。",[325,1260,1360,1355],"install-script",{"title":1362,"description":1363,"path":1364,"category":1343,"updatedAt":339,"sourceType":245,"tags":1365},"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",[325,1366,1360,1367,976],"updater","git",{"title":1369,"description":1370,"path":1371,"category":1343,"updatedAt":298,"sourceType":245,"tags":1372},"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",[325,1366,1373,897,976],"uninstall",{"title":1375,"description":1376,"path":1377,"category":1343,"updatedAt":298,"sourceType":245,"tags":1378},"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",[1379,325,334,1380],"linux","server",{"title":1382,"description":1383,"path":1384,"category":1343,"updatedAt":298,"sourceType":245,"tags":1385},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[445,325,334,1386],"apple",{"title":216,"description":1388,"path":215,"category":1389,"updatedAt":252,"sourceType":245,"tags":1390},"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",[897,898,250,976,251],{"title":1730,"description":1731,"path":1732,"category":1733,"date":265,"updatedAt":265,"sourceType":507,"source":1734,"tags":1735},"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",[1736,1737,1738,1739],"education","adoption","ai-tutor","higher-education",{"title":1741,"description":1742,"path":1743,"category":1733,"date":265,"updatedAt":265,"sourceType":507,"source":1744,"tags":1745},"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",[290,1347,318,1345],{"title":1747,"description":1748,"path":1749,"category":1407,"date":339,"updatedAt":339,"sourceType":245,"source":1750,"tags":1751},"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",[284,490,374,376,509],{"title":1753,"description":1754,"path":1755,"category":1615,"date":451,"updatedAt":451,"sourceType":245,"source":1756,"tags":1757},"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",[269,587,1758,537,427],"pending",{"title":1760,"description":1761,"path":1762,"category":1615,"date":816,"updatedAt":816,"sourceType":245,"source":1763,"tags":1764},"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",[269,455,397,327,1765],"state",{"title":1767,"description":1768,"path":1769,"category":1615,"date":451,"updatedAt":451,"sourceType":245,"source":1770,"tags":1771},"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",[283,1226,848,1227,291],{"title":1785,"description":1786,"path":1787,"category":1407,"date":339,"updatedAt":339,"sourceType":245,"source":1788,"tags":1789},"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",[1790,1347,1791,1792,1793],"showcase","home-assistant","nix","infrastructure",{"title":1795,"description":1796,"path":1797,"category":1615,"date":433,"updatedAt":433,"sourceType":245,"source":1798,"tags":1799},"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",[575,273,773,1686,699],{"title":1801,"description":1802,"path":1803,"category":1615,"date":433,"updatedAt":433,"sourceType":245,"source":1804,"tags":1805},"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",[976,863,575,864,291],{"title":1807,"description":1808,"path":1809,"category":1434,"date":1408,"updatedAt":252,"sourceType":1107,"source":1436,"tags":1810},"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",[973,1046,974,284,292],{"title":1812,"description":1813,"path":1814,"category":1615,"date":382,"updatedAt":382,"sourceType":245,"source":1815,"tags":1816},"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",[1790,273,545,1827,1828],"vector-search","knowledge",{"title":1830,"description":1831,"path":1832,"category":1615,"date":451,"updatedAt":451,"sourceType":245,"source":1833,"tags":1834},"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",[1206,454,482,484,553],{"title":1836,"description":1837,"path":1838,"category":1615,"date":433,"updatedAt":433,"sourceType":245,"source":1839,"tags":1840},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 的文档更新，正在把消息入口、上下文桶、历史展示和投递节奏拆成更明确的几层。","/news/openclaw-message-surface-watch-2026-03-22","https://docs.openclaw.ai/messages",[606,397,436,610,271],{"title":1842,"description":1843,"path":1844,"category":1615,"date":382,"updatedAt":382,"sourceType":245,"source":1672,"tags":1845},"OpenClaw 模型观察：models status 正在从状态展示继续长成探活入口","基于 2026 年 3 月 24 日可见的官方 CLI 文档，最近模型层最值得关注的变化之一是 models status 已经不只负责展示主模型和 fallback，而是开始承担 auth profile 探测。","/news/openclaw-model-probe-watch-2026-03-24",[390,1248,547,536,935],{"title":1847,"description":1848,"path":1849,"category":1615,"date":451,"updatedAt":451,"sourceType":245,"source":1850,"tags":1851},"OpenClaw 节点观察：headless node、普通设备节点与 Gateway 的宿主边界正在被官方写清","基于 2026 年 3 月 25 日可见的官方 Nodes、Architecture 与 Pairing 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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",[988,538,516,587,341],{"title":1865,"description":1866,"path":1867,"category":1615,"date":461,"updatedAt":461,"sourceType":245,"source":1868,"tags":1869},"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",[327,397,824,988,428],{"title":1871,"description":1872,"path":1873,"category":1615,"date":451,"updatedAt":451,"sourceType":245,"source":1715,"tags":1874},"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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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",[547,390,427,536,699],{"title":1900,"description":1901,"path":1902,"category":1615,"date":461,"updatedAt":461,"sourceType":245,"source":1903,"tags":1904},"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",[547,1059,390,269,291],{"title":1906,"description":1907,"path":1908,"category":1407,"date":339,"updatedAt":339,"sourceType":245,"source":1609,"tags":1909},"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",[973,974,976,975],{"title":1911,"description":1912,"path":1913,"category":1615,"date":433,"updatedAt":433,"sourceType":245,"source":1629,"tags":1914},"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",[327,587,427,341,878],{"title":1916,"description":1917,"path":1918,"category":1615,"date":451,"updatedAt":451,"sourceType":245,"source":1919,"tags":1920},"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",[436,435,1921,271,437],"threads",{"title":1923,"description":1924,"path":1925,"category":1615,"date":451,"updatedAt":451,"sourceType":245,"source":1926,"tags":1927},"OpenClaw Secret 观察：active snapshot 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