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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",[939,940,1109,1212,1103],"migrations",{"title":1214,"description":1215,"path":1216,"category":1097,"updatedAt":477,"sourceType":290,"tags":1217},"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",[803,329,506,1218,1103],"shell",{"title":1220,"description":1221,"path":1222,"category":1097,"updatedAt":298,"sourceType":312,"tags":1223},"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",[1224,1015,550,1225,1017],"sources","trust",{"title":1227,"description":1228,"path":1229,"category":1097,"updatedAt":385,"sourceType":290,"tags":1230},"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",[315,1231,762,866,472],"rpc",{"title":1233,"description":1234,"path":1235,"category":1097,"updatedAt":477,"sourceType":290,"tags":1236},"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",[629,630,315,471,1103],{"title":1238,"description":1239,"path":1240,"category":1097,"updatedAt":860,"sourceType":290,"tags":1241},"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",[498,315,293,294,1103],{"title":1243,"description":1244,"path":1245,"category":1097,"updatedAt":504,"sourceType":290,"tags":1246},"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",[315,866,1247,1248,1103],"protocol","scopes",{"title":1250,"description":1251,"path":1252,"category":1097,"updatedAt":494,"sourceType":290,"tags":1253},"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",[497,1254,296,715,648],"mention",{"title":1256,"description":1257,"path":1258,"category":1097,"updatedAt":504,"sourceType":290,"tags":1259},"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",[913,1260,1261,1262,1103],"visibility","activeHours","alerts",{"title":1264,"description":1265,"path":1266,"category":1097,"updatedAt":494,"sourceType":290,"tags":1267},"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",[862,866,1268,315,1103],"sdk",{"title":1270,"description":1271,"path":1272,"category":1097,"updatedAt":494,"sourceType":290,"tags":1273},"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",[329,1274,890,1275,1103],"include","arrays",{"title":1277,"description":1278,"path":1279,"category":1097,"updatedAt":477,"sourceType":290,"tags":1280},"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",[735,1281,605,364,1103],"invoke",{"title":1283,"description":1284,"path":1285,"category":1097,"updatedAt":504,"sourceType":290,"tags":1286},"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",[319,1287,1288,1289,1290,1103],"hybrid-search","ranking","mmr","retrieval",{"title":1292,"description":1293,"path":1294,"category":1097,"updatedAt":298,"sourceType":290,"tags":1295},"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",[435,1296,579,590,1103],"probe",{"title":1298,"description":1299,"path":1300,"category":1097,"updatedAt":798,"sourceType":290,"tags":1301},"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",[629,630,1133,1302,920],"credentials",{"title":1304,"description":1305,"path":1306,"category":1097,"updatedAt":298,"sourceType":290,"tags":1307},"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",[420,533,1308,1309,1017,1103],"npm","pin",{"title":1311,"description":1312,"path":1313,"category":1188,"updatedAt":385,"sourceType":290,"tags":1314},"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",[1190,1315,698,590,661],"raw-stream",{"title":1317,"description":1318,"path":1319,"category":1097,"updatedAt":504,"sourceType":290,"tags":1320},"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",[387,1321,579,315,1103],"tlsFingerprint",{"title":1323,"description":1324,"path":1325,"category":1097,"updatedAt":504,"sourceType":290,"tags":1326},"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",[497,1327,1328,1329,1103],"mentions","pending-history","reply",{"title":1331,"description":1332,"path":1333,"category":1097,"updatedAt":477,"sourceType":290,"tags":1334},"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",[1335,1336,1337,590,1103],"secrets","secretrefs","runtime",{"title":1339,"description":1340,"path":1341,"category":1097,"updatedAt":494,"sourceType":290,"tags":1342},"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",[498,338,1205,629,715],{"title":1344,"description":1345,"path":1346,"category":1097,"updatedAt":1347,"sourceType":290,"tags":1348},"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",[498,1349,1350,817,1103],"transcript","jsonl",{"title":1352,"description":1353,"path":1354,"category":1097,"updatedAt":1347,"sourceType":290,"tags":1355},"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",[617,762,1356,1041,337],"store",{"title":1358,"description":1359,"path":1360,"category":1097,"updatedAt":504,"sourceType":290,"tags":1361},"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",[338,1056,1041,1362,1103],"ingress",{"title":1364,"description":1365,"path":1366,"category":1097,"updatedAt":385,"sourceType":290,"tags":1367},"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",[762,948,1368,698,1369],"health","troubleshooting",{"title":1371,"description":1372,"path":1373,"category":1097,"updatedAt":1347,"sourceType":290,"tags":1374},"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",[1349,1375,590,1376,1103],"hygiene","tool-calls",{"title":1378,"description":1379,"path":1380,"category":1188,"updatedAt":370,"sourceType":290,"tags":1381},"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",[1369,939,948,698],{"title":254,"description":1383,"path":253,"category":1097,"updatedAt":477,"sourceType":290,"tags":1384},"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。",[293,1385,1386,1349,1103],"history","inject",{"title":1388,"description":1389,"path":1390,"category":1391,"updatedAt":298,"sourceType":290,"tags":1392},"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",[1393,1394,1395,1396,967,968],"china","cloud","deployment","feishu",{"title":1398,"description":1399,"path":1400,"category":1391,"updatedAt":370,"sourceType":290,"tags":1401},"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",[1395,388,1402,1394,1403],"docker","wsl2",{"title":1405,"description":1406,"path":1407,"category":1391,"updatedAt":808,"sourceType":290,"tags":1408},"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",[372,1308,1409,1403],"install-script",{"title":1411,"description":1412,"path":1413,"category":1391,"updatedAt":385,"sourceType":290,"tags":1414},"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",[372,1415,1409,1416,1018],"updater","git",{"title":1418,"description":1419,"path":1420,"category":1391,"updatedAt":344,"sourceType":290,"tags":1421},"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",[372,1415,1422,939,1018],"uninstall",{"title":1424,"description":1425,"path":1426,"category":1391,"updatedAt":344,"sourceType":290,"tags":1427},"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",[1428,372,380,1429],"linux","server",{"title":1431,"description":1432,"path":1433,"category":1391,"updatedAt":344,"sourceType":290,"tags":1434},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[488,372,380,1435],"apple",{"title":1437,"description":1438,"path":1439,"category":1440,"updatedAt":370,"sourceType":290,"tags":1441},"版本迁移与升级检查单","在 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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",[630,629,580,933,1768],"rotate",{"title":1770,"description":1771,"path":1772,"category":1666,"date":477,"updatedAt":477,"sourceType":290,"source":1773,"tags":1774},"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",[939,1109,940,1190,337],{"title":1776,"description":1777,"path":1778,"category":1666,"date":494,"updatedAt":494,"sourceType":290,"source":1773,"tags":1779},"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",[939,940,800,1018,1109],{"title":1781,"description":1782,"path":1783,"category":1784,"date":311,"updatedAt":311,"sourceType":550,"source":1785,"tags":1786},"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",[1787,1788,1789,1790],"education","adoption","ai-tutor","higher-education",{"title":1792,"description":1793,"path":1794,"category":1784,"date":311,"updatedAt":311,"sourceType":550,"source":1795,"tags":1796},"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",[336,1395,364,1393],{"title":1798,"description":1799,"path":1800,"category":1458,"date":385,"updatedAt":385,"sourceType":290,"source":1801,"tags":1802},"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",[330,533,420,422,552],{"title":1804,"description":1805,"path":1806,"category":1666,"date":494,"updatedAt":494,"sourceType":290,"source":1807,"tags":1808},"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",[315,629,1809,580,471],"pending",{"title":1811,"description":1812,"path":1813,"category":1666,"date":860,"updatedAt":860,"sourceType":290,"source":1814,"tags":1815},"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",[315,498,293,294,1816],"state",{"title":1818,"description":1819,"path":1820,"category":1666,"date":494,"updatedAt":494,"sourceType":290,"source":1821,"tags":1822},"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",[497,1254,715,648,296],{"title":1824,"description":1825,"path":1826,"category":1666,"date":504,"updatedAt":504,"sourceType":290,"source":1821,"tags":1827},"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",[497,1327,1828,496,741],"activation",{"title":1830,"description":1831,"path":1832,"category":1666,"date":494,"updatedAt":494,"sourceType":290,"source":1833,"tags":1834},"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",[329,1274,890,1275,337],{"title":1836,"description":1837,"path":1838,"category":1458,"date":385,"updatedAt":385,"sourceType":290,"source":1839,"tags":1840},"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",[1841,1395,1842,1843,1844],"showcase","home-assistant","nix","infrastructure",{"title":1846,"description":1847,"path":1848,"category":1666,"date":477,"updatedAt":477,"sourceType":290,"source":1849,"tags":1850},"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",[617,319,817,1737,741],{"title":1852,"description":1853,"path":1854,"category":1666,"date":477,"updatedAt":477,"sourceType":290,"source":1855,"tags":1856},"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",[1018,905,617,906,337],{"title":1858,"description":1859,"path":1860,"category":1485,"date":1459,"updatedAt":370,"sourceType":1155,"source":1487,"tags":1861},"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",[1015,1088,1016,330,338],{"title":1863,"description":1864,"path":1865,"category":1666,"date":298,"updatedAt":298,"sourceType":290,"source":1866,"tags":1867},"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",[1841,319,588,1878,1879],"vector-search","knowledge",{"title":1881,"description":1882,"path":1883,"category":1666,"date":494,"updatedAt":494,"sourceType":290,"source":1884,"tags":1885},"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",[1254,497,525,527,596],{"title":1887,"description":1888,"path":1889,"category":1666,"date":477,"updatedAt":477,"sourceType":290,"source":1890,"tags":1891},"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",[648,293,296,652,317],{"title":1893,"description":1894,"path":1895,"category":1666,"date":298,"updatedAt":298,"sourceType":290,"source":1723,"tags":1896},"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",[435,1296,590,579,977],{"title":1898,"description":1899,"path":1900,"category":1666,"date":494,"updatedAt":494,"sourceType":290,"source":1901,"tags":1902},"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 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",[471,628,315,629,630],{"title":1904,"description":1905,"path":1906,"category":1458,"date":385,"updatedAt":385,"sourceType":290,"source":1907,"tags":1908},"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",[373,1442,1909,1443,1018],"install",{"title":1911,"description":1912,"path":1913,"category":1666,"date":860,"updatedAt":860,"sourceType":290,"source":1742,"tags":1914},"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",[1030,581,559,629,387],{"title":1916,"description":1917,"path":1918,"category":1666,"date":504,"updatedAt":504,"sourceType":290,"source":1919,"tags":1920},"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",[294,293,866,1030,472],{"title":1922,"description":1923,"path":1924,"category":1666,"date":494,"updatedAt":494,"sourceType":290,"source":1766,"tags":1925},"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",[590,435,471,579,741],{"title":1951,"description":1952,"path":1953,"category":1666,"date":504,"updatedAt":504,"sourceType":290,"source":1954,"tags":1955},"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",[590,1102,435,315,337],{"title":1957,"description":1958,"path":1959,"category":1458,"date":385,"updatedAt":385,"sourceType":290,"source":1660,"tags":1960},"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",[1015,1016,1018,1017],{"title":1962,"description":1963,"path":1964,"category":1666,"date":477,"updatedAt":477,"sourceType":290,"source":1680,"tags":1965},"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",[294,629,471,387,920],{"title":1967,"description":1968,"path":1969,"category":1666,"date":494,"updatedAt":494,"sourceType":290,"source":1970,"tags":1971},"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",[296,479,1972,317,480],"threads",{"title":1974,"description":1975,"path":1976,"category":1666,"date":494,"updatedAt":494,"sourceType":290,"source":1977,"tags":1978},"OpenClaw Secret 观察：active snapshot 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三段式加固路径。","/news/openclaw-security-audit-fix-watch-2026-03-24","https://docs.openclaw.ai/gateway/security",[338,1041,1043,1042,337],{"title":1993,"description":1994,"path":1995,"category":1996,"date":311,"updatedAt":311,"sourceType":550,"source":1997,"tags":1998},"OpenClaw 安全与合规话题升温：中文团队更在意可审计与本地数据边界","基于 2026 年 3 月 16 日安全方向临时稿，整理 OpenClaw 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",[338,1999,661,336],"compliance",{"title":2001,"description":2002,"path":2003,"category":1666,"date":477,"updatedAt":477,"sourceType":290,"source":1977,"tags":2004},"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 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巡检面。","/news/openclaw-sessions-cli-watch-2026-04-01","https://docs.openclaw.ai/cli/sessions",[617,762,1356,1041,337],{"title":2019,"description":2020,"path":2021,"category":1666,"date":494,"updatedAt":494,"sourceType":290,"source":2022,"tags":2023},"OpenClaw 正在把 shared inbox 明确限定为协作硬化，而不是多租户承诺","官方最新 security audit 文档正在更明确地区分协作型 shared inbox 与互不信任多租户环境，并把 secure DM、sandbox 和 workspace-scoped access 组合成更完整的加固建议。","/news/openclaw-shared-inbox-trust-model-watch-2026-03-25","https://docs.openclaw.ai/cli/security",[338,1056,1057,2024,315],"sandbox",{"title":2026,"description":2027,"path":2028,"category":1458,"date":385,"updatedAt":385,"sourceType":290,"source":1839,"tags":2029},"OpenClaw 官方 Showcase 更新：Telegram PR 反馈、酒窖 Skill 与 Tesco 自动购物成为新样板","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得中文站关注的三个社区案例，观察 OpenClaw 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",[1841,550,525,330,365],{"title":2031,"description":2032,"path":2033,"category":1666,"date":504,"updatedAt":504,"sourceType":290,"source":2022,"tags":2034},"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",[1056,1206,496,296,338],{"title":2036,"description":2037,"path":2038,"category":1666,"date":1347,"updatedAt":1347,"sourceType":290,"source":2039,"tags":2040},"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",[1349,590,1375,1376,2041],"compatibility",{"title":2043,"description":2044,"path":2045,"category":1666,"date":298,"updatedAt":298,"sourceType":290,"source":1699,"tags":2046},"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",[1076,338,387,315,579],{"title":2048,"description":2049,"path":2050,"category":1666,"date":860,"updatedAt":860,"sourceType":290,"source":1814,"tags":2051},"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 结构化返回。","/news/openclaw-ui-api-debug-watch-2026-03-26",[315,293,862,1190,498],{"title":2053,"description":2054,"path":2055,"category":1666,"date":298,"updatedAt":298,"sourceType":290,"source":2056,"tags":2057},"OpenClaw 维护观察：卸载边界正在从“删包”变成“服务、状态、profile 与远程主机”的完整收口","基于 2026 年 3 月 24 日可见的官方 Updating 与 uninstall 文档，最近最值得关注的变化之一是 OpenClaw 的卸载和移除边界正在被官方主动写清，不再只是删除 CLI。","/news/openclaw-uninstall-boundaries-watch-2026-03-24","https://docs.openclaw.ai/cli/uninstall",[1422,1018,1121,315,1816],{"title":2059,"description":2060,"path":2061,"category":1666,"date":298,"updatedAt":298,"sourceType":290,"source":2062,"tags":2063},"OpenClaw 更新观察：stable、beta、dev 正在从版本标签变成正式 rollout 体系","基于 2026 年 3 月 24 日可见的官方 update CLI 与 Updating 文档，最近最值得关注的变化之一是更新通道和 auto-updater 行为已经被官方写成一套明确的 rollout 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级词表与设备本地开关的边界正在被官方主动强调。","/news/openclaw-voice-wake-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes/voice-wake",[573,848,849,471,630],{"title":2078,"description":2079,"path":2080,"category":1458,"date":385,"updatedAt":385,"sourceType":290,"source":1680,"tags":2081},"OpenClaw Web 入口观察：Dashboard、WebChat 与 Gateway WebSocket 正在收敛成一套更清晰的使用分工","基于 2026 年 3 月 21 日可见的官方 Dashboard、WebChat 与架构文档，整理最近最值得中文站关注的 Web 入口变化：Dashboard 的快速打开、WebChat 的 Gateway 直连，以及控制面和聊天面的职责分离。","/news/openclaw-web-surfaces-watch-2026-03-21",[294,293,866,559,1755],{"title":2083,"description":2084,"path":2085,"category":1666,"date":860,"updatedAt":860,"sourceType":290,"source":288,"tags":2086},"OpenClaw 正在把 WebChat、Dashboard 和 API 的入口职责写得更清楚","官方最近围绕 WebChat、Session 和 API 的写法，让 Dashboard 更像控制面、WebChat 更像会话 UI、API 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的安全设计理念、数据保护机制和企业级安全特性。","/news/security-architecture",[338,661,336,328],{"title":2130,"description":2131,"path":2132,"category":2133,"date":370,"updatedAt":370,"sourceType":550,"source":2134,"tags":2135},"OpenClaw 安全最佳实践：保护你的 AI 助手免受风险","随着 OpenClaw 的普及，安全问题日益受到关注。本文整理了保护本地 AI 助手的关键安全措施和最佳实践。","/news/security-best-practices","安全公告","安全社区",[338,661,1000,429],{"title":2137,"description":2138,"path":2139,"category":1539,"date":1459,"updatedAt":370,"sourceType":290,"source":1460,"tags":2140},"OpenClaw Signal 隐私通讯集成","了解如何将 OpenClaw 连接到 Signal，实现隐私通讯。","/news/signal-privacy",[786,661,1541,347],{"title":2142,"description":2143,"path":2144,"category":1518,"date":1486,"updatedAt":344,"sourceType":1155,"source":1487,"tags":2145},"OpenClaw 技能市场突破 400 个技能","OpenClaw 技能市场迎来重要里程碑，社区贡献的技能数量突破 400 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