[{"data":1,"prerenderedAt":2831},["ShallowReactive",2],{"news:openclaw-channel-approval-clients-watch-2026-03-24":3,"content-manifest":188},{"id":4,"title":5,"author":6,"body":7,"category":169,"date":170,"description":171,"extension":172,"meta":173,"navigation":174,"path":175,"seo":176,"source":177,"sourceName":178,"sourceType":179,"stem":180,"tags":181,"updatedAt":170,"__hash__":187},"news/news/openclaw-channel-approval-clients-watch-2026-03-24.md","OpenClaw 渠道观察：Telegram 和 Discord 正在从聊天入口扩展成正式审批面","OpenClawCN",{"type":8,"value":9,"toc":159},"minimark",[10,14,17,24,29,32,40,43,47,50,55,58,62,65,70,73,78,81,85,88,99,102,110,113,116,121,124,135,138],[11,12,13],"p",{},"如果只把 Telegram 和 Discord 看成聊天渠道，可能已经落后于最近官方文档的重点。",[11,15,16],{},"根据当前官方 Exec Approvals 文档，这两个渠道最近更值得关注的变化是：",[18,19,20],"ul",{},[21,22,23],"li",{},"它们正在成为正式的审批入口",[25,26,28],"h2",{"id":27},"_1-审批面不再只在本地控制台","1. 审批面不再只在本地控制台",[11,30,31],{},"官方当前已经明确支持：",[18,33,34,37],{},[21,35,36],{},"Discord 作为 exec approval client",[21,38,39],{},"Telegram 作为 exec approval client",[11,41,42],{},"这说明高权限执行的人工门，已经不再只停留在本地 UI，而是在向远程 operator 体系扩展。",[25,44,46],{"id":45},"_2-聊天入口和审批入口正在被主动区分","2. 聊天入口和审批入口正在被主动区分",[11,48,49],{},"官方文档有一条很关键的边界：",[18,51,52],{},[21,53,54],{},"某个渠道没有显式启用 exec approvals，就不会因为当前聊天发生在这个渠道里而自动成为审批面",[11,56,57],{},"这意味着 OpenClaw 不是在把聊天面无限泛化，而是在让审批面继续保持显式配置。",[25,59,61],{"id":60},"_3-telegram-更像受控-dm-审批面","3. 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sessionStorage 行为很关键。","/docs/reference/dashboard-secretref-and-sessionstorage",[260,496,1150,1151,391],"secretref","sessionStorage",{"title":1153,"description":1154,"path":1155,"category":1156,"updatedAt":517,"sourceType":179,"tags":1157},"调试、运行时覆盖与开发排障","基于官方 debugging 和 FAQ 文档，整理 `/debug`、watch 模式、dev profile 以及排查流式输出异常时最值得先看的入口。","/docs/reference/debugging-and-runtime-overrides","排错",[1158,1159,1160,905,623],"debugging","debug","runtime-overrides",{"title":1162,"description":1163,"path":1164,"category":1061,"updatedAt":396,"sourceType":179,"tags":1165},"Diagnostics flags 和定向日志应该怎么用","基于最新官方 Diagnostics Flags 与 Logging 文档，解释 OpenClaw 如何用 diagnostics.flags 和 OPENCLAW_DIAGNOSTICS 打开定向调试日志，以及为什么这比全局 verbose 更适合长期排障。","/docs/reference/diagnostics-flags-and-targeted-logs",[1073,1166,1167,1159,1067],"logging","flags",{"title":1169,"description":1170,"path":1171,"category":1061,"updatedAt":396,"sourceType":179,"tags":1172},"dmScope 和 identityLinks 应该怎么一起用","基于最新官方会话管理文档，解释 OpenClaw 的 dmScope 四种模式、identityLinks 的真实作用，以及为什么多人 DM、跨渠道私聊和多账户环境不能只改一个开关。","/docs/reference/dm-scope-and-identity-links",[418,1173,1174,399,1067],"dmScope","identityLinks",{"title":1176,"description":1177,"path":1178,"category":1061,"updatedAt":396,"sourceType":179,"tags":1179},"doctor 的 repair、force 和 non-interactive 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",[905,906,1073,1180,1067],"migrations",{"title":1182,"description":1183,"path":1184,"category":1061,"updatedAt":396,"sourceType":179,"tags":1185},"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",[763,216,426,1186,1067],"shell",{"title":1188,"description":1189,"path":1190,"category":1061,"updatedAt":170,"sourceType":200,"tags":1191},"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",[1192,980,467,1193,982],"sources","trust",{"title":1195,"description":1196,"path":1197,"category":1061,"updatedAt":273,"sourceType":179,"tags":1198},"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",[203,1199,381,835,371],"rpc",{"title":1201,"description":1202,"path":1203,"category":1061,"updatedAt":396,"sourceType":179,"tags":1204},"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",[554,555,203,370,1067],{"title":1206,"description":1207,"path":1208,"category":1061,"updatedAt":827,"sourceType":179,"tags":1209},"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",[418,203,330,260,1067],{"title":1211,"description":1212,"path":1213,"category":1061,"updatedAt":424,"sourceType":179,"tags":1214},"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",[203,835,1215,1216,1067],"protocol","scopes",{"title":1218,"description":1219,"path":1220,"category":1061,"updatedAt":414,"sourceType":179,"tags":1221},"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",[417,1222,399,640,573],"mention",{"title":1224,"description":1225,"path":1226,"category":1061,"updatedAt":424,"sourceType":179,"tags":1227},"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",[879,1228,1229,1230,1067],"visibility","activeHours","alerts",{"title":1232,"description":1233,"path":1234,"category":1061,"updatedAt":414,"sourceType":179,"tags":1235},"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",[829,835,1236,203,1067],"sdk",{"title":1238,"description":1239,"path":1240,"category":1061,"updatedAt":414,"sourceType":179,"tags":1241},"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",[216,1242,857,1243,1067],"include","arrays",{"title":1245,"description":1246,"path":1247,"category":1061,"updatedAt":396,"sourceType":179,"tags":1248},"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",[669,1249,184,251,1067],"invoke",{"title":1251,"description":1252,"path":1253,"category":1061,"updatedAt":424,"sourceType":179,"tags":1254},"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",[206,1255,1256,1257,1258,1067],"hybrid-search","ranking","mmr","retrieval",{"title":1260,"description":1261,"path":1262,"category":1061,"updatedAt":170,"sourceType":179,"tags":1263},"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",[323,1264,391,389,1067],"probe",{"title":1266,"description":1267,"path":1268,"category":1061,"updatedAt":758,"sourceType":179,"tags":1269},"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",[554,555,1102,1270,886],"credentials",{"title":1272,"description":1273,"path":1274,"category":1061,"updatedAt":170,"sourceType":179,"tags":1275},"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",[308,450,1276,1277,982,1067],"npm","pin",{"title":1279,"description":1280,"path":1281,"category":1156,"updatedAt":273,"sourceType":179,"tags":1282},"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",[1158,1283,623,389,586],"raw-stream",{"title":1285,"description":1286,"path":1287,"category":1061,"updatedAt":424,"sourceType":179,"tags":1288},"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",[275,1289,391,203,1067],"tlsFingerprint",{"title":1291,"description":1292,"path":1293,"category":1061,"updatedAt":424,"sourceType":179,"tags":1294},"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",[417,1295,1296,1297,1067],"mentions","pending-history","reply",{"title":1299,"description":1300,"path":1301,"category":1061,"updatedAt":396,"sourceType":179,"tags":1302},"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",[1303,1304,352,389,1067],"secrets","secretrefs",{"title":1306,"description":1307,"path":1308,"category":1061,"updatedAt":414,"sourceType":179,"tags":1309},"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",[418,225,1173,554,640],{"title":1311,"description":1312,"path":1313,"category":1061,"updatedAt":1314,"sourceType":179,"tags":1315},"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",[418,1316,1317,786,1067],"transcript","jsonl",{"title":1319,"description":1320,"path":1321,"category":1061,"updatedAt":1314,"sourceType":179,"tags":1322},"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",[355,381,1323,1005,224],"store",{"title":1325,"description":1326,"path":1327,"category":1061,"updatedAt":424,"sourceType":179,"tags":1328},"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",[225,1020,1005,1329,1067],"ingress",{"title":1331,"description":1332,"path":1333,"category":1061,"updatedAt":273,"sourceType":179,"tags":1334},"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",[381,914,1335,623,1336],"health","troubleshooting",{"title":1338,"description":1339,"path":1340,"category":1061,"updatedAt":1314,"sourceType":179,"tags":1341},"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",[1316,1342,389,1343,1067],"hygiene","tool-calls",{"title":1345,"description":1346,"path":1347,"category":1156,"updatedAt":265,"sourceType":179,"tags":1348},"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",[1336,905,914,623],{"title":1350,"description":1351,"path":1352,"category":1061,"updatedAt":396,"sourceType":179,"tags":1353},"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",[330,1354,1355,1316,1067],"history","inject",{"title":1357,"description":1358,"path":1359,"category":1360,"updatedAt":170,"sourceType":179,"tags":1361},"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",[1362,1363,1364,532,933,934],"china","cloud","deployment",{"title":1366,"description":1367,"path":1368,"category":1360,"updatedAt":265,"sourceType":179,"tags":1369},"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",[1364,276,1370,1363,1371],"docker","wsl2",{"title":1373,"description":1374,"path":1375,"category":1360,"updatedAt":768,"sourceType":179,"tags":1376},"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",[258,1276,1377,1371],"install-script",{"title":1379,"description":1380,"path":1381,"category":1360,"updatedAt":273,"sourceType":179,"tags":1382},"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",[258,1383,1377,1384,983],"updater","git",{"title":1386,"description":1387,"path":1388,"category":1360,"updatedAt":517,"sourceType":179,"tags":1389},"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",[258,1383,1390,905,983],"uninstall",{"title":1392,"description":1393,"path":1394,"category":1360,"updatedAt":517,"sourceType":179,"tags":1395},"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",[680,258,268,1396],"server",{"title":1398,"description":1399,"path":1400,"category":1360,"updatedAt":517,"sourceType":179,"tags":1401},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[408,258,268,1402],"apple",{"title":1404,"description":1405,"path":1406,"category":1407,"updatedAt":265,"sourceType":179,"tags":1408},"版本迁移与升级检查单","在 OpenClaw 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与更明确的管理面边界。","/news/openclaw-control-surface-watch-2026-03-21","https://docs.openclaw.ai/web/control-ui",[476,260,865,554,275],{"title":1717,"description":1718,"path":1719,"category":169,"date":827,"updatedAt":827,"sourceType":179,"source":1643,"tags":1720},"OpenClaw 正在把 Dashboard bootstrap 写成更安全的默认路径","官方最新 Dashboard 文档更明确地说明了 openclaw dashboard 在 localhost、SecretRef token 和 headless 环境里的引导行为，也让它更像正式控制面入口。","/news/openclaw-dashboard-bootstrap-watch-2026-03-26",[260,354,1150,391,476],{"title":1722,"description":1723,"path":1724,"category":169,"date":170,"updatedAt":170,"sourceType":179,"source":1643,"tags":1725},"OpenClaw Web 控制面观察：Dashboard 与 WebChat 的认证引导和回流边界正在变清楚","基于 2026 年 3 月 24 日可见的官方 dashboard CLI、Web Dashboard 与 WebChat 文档，最近 Web 控制面最值得关注的变化是认证引导、SecretRef token 处理和 WebChat 回流边界正在被主动写清。","/news/openclaw-dashboard-webchat-auth-watch-2026-03-24",[260,330,496,1150,399,1726],"web",{"title":1728,"description":1729,"path":1730,"category":1424,"date":199,"updatedAt":199,"sourceType":467,"source":1731,"tags":1732},"OpenClaw 开发者生态扩张观察：中文技能与本地工作流成为新增长点","基于 2026 年 3 月 16 日临时素材，整理 OpenClaw 开发者生态在中文社区中的扩展方向，重点关注中文技能、本地平台集成与企业工作流落地。","/news/openclaw-developer-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-developer-ecosystem-expansion.md",[213,217,468,1362],{"title":1734,"description":1735,"path":1736,"category":169,"date":414,"updatedAt":414,"sourceType":179,"source":1737,"tags":1738},"OpenClaw 的 devices CLI 正在把设备授权写成一条完整生命周期","官方最近围绕 devices CLI 的补强，让 approve、revoke、rotate 和 fresh token 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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",[223,1364,251,1362],{"title":1769,"description":1770,"path":1771,"category":1424,"date":273,"updatedAt":273,"sourceType":179,"source":1772,"tags":1773},"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",[217,450,308,310,469],{"title":1775,"description":1776,"path":1777,"category":169,"date":376,"updatedAt":376,"sourceType":179,"source":1778,"tags":1779},"OpenClaw 的 Feishu 入口正在从聊天机器人走向文档协作流","官方近期更新的 Feishu 文档，把扫码接入、群控边界和 Drive 评论线程动作都写进了主线，说明 Feishu 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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",[554,1102,185,1103,224],{"title":1903,"description":1904,"path":1905,"category":1424,"date":273,"updatedAt":273,"sourceType":179,"source":1906,"tags":1907},"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",[308,468,310,467,469],{"title":1909,"description":1910,"path":1911,"category":169,"date":170,"updatedAt":170,"sourceType":179,"source":1912,"tags":1913},"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",[389,323,370,391,687],{"title":1927,"description":1928,"path":1929,"category":169,"date":424,"updatedAt":424,"sourceType":179,"source":1930,"tags":1931},"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",[389,1066,323,203,224],{"title":1933,"description":1934,"path":1935,"category":1424,"date":273,"updatedAt":273,"sourceType":179,"source":1619,"tags":1936},"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",[980,981,983,982],{"title":1938,"description":1939,"path":1940,"category":169,"date":396,"updatedAt":396,"sourceType":179,"source":1643,"tags":1941},"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",[260,554,370,275,886],{"title":1943,"description":1944,"path":1945,"category":169,"date":414,"updatedAt":414,"sourceType":179,"source":1946,"tags":1947},"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",[399,398,1948,185,400],"threads",{"title":1950,"description":1951,"path":1952,"category":169,"date":376,"updatedAt":376,"sourceType":179,"source":1953,"tags":1954},"OpenClaw 把 SearXNG 推进 bundled web_search provider，搜索层开始更适合自托管","官方近期上线的 SearXNG Search 文档，说明 OpenClaw 的 web_search 已经不只适合外部 API，也开始正式支持自托管聚合搜索。","/news/openclaw-searxng-search-watch-2026-04-30","https://docs.openclaw.ai/tools/searxng-search",[728,615,729,301,205],{"title":1956,"description":1957,"path":1958,"category":169,"date":414,"updatedAt":414,"sourceType":179,"source":1959,"tags":1960},"OpenClaw Secret 观察：active snapshot 正在把密钥轮换从“即时取值”收成“原子切换”","基于 2026 年 3 月 25 日可见的官方 Secrets Management 文档，最近 secrets 层最值得关注的变化之一是 active snapshot 与 last-known-good 的边界越来越清楚。","/news/openclaw-secret-snapshot-watch-2026-03-25","https://docs.openclaw.ai/gateway/secrets",[1304,1961,1962,1303,224],"snapshot","rotation",{"title":1964,"description":1965,"path":1966,"category":169,"date":414,"updatedAt":414,"sourceType":179,"source":1826,"tags":1967},"OpenClaw 正在把 secure DM mode 写成共享入口的默认安全心智","官方最近围绕 Session、Security 和 CLI Security 的更新，正在把 secure DM mode 从一个可选技巧，推成多人 DM 入口的基础隔离建议。","/news/openclaw-secure-dm-mode-watch-2026-03-25",[418,225,1173,554,1020],{"title":1969,"description":1970,"path":1971,"category":169,"date":170,"updatedAt":170,"sourceType":179,"source":1972,"tags":1973},"OpenClaw 安全观察：security audit 已经从提醒工具继续长成加固入口","基于 2026 年 3 月 24 日可见的官方安全文档，最近最值得关注的信号是 openclaw security audit 不再只是列问题，而是在形成 audit、deep、fix 三段式加固路径。","/news/openclaw-security-audit-fix-watch-2026-03-24","https://docs.openclaw.ai/gateway/security",[225,1005,1007,1006,224],{"title":1975,"description":1976,"path":1977,"category":1978,"date":199,"updatedAt":199,"sourceType":467,"source":1979,"tags":1980},"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",[225,1981,586,223],"compliance",{"title":1983,"description":1984,"path":1985,"category":169,"date":396,"updatedAt":396,"sourceType":179,"source":1959,"tags":1986},"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 降级开关的文档，正在把安全问题从抽象原则推向更可执行的运维边界。","/news/openclaw-security-ops-watch-2026-03-22",[225,1303,184,1987,224],"proxy",{"title":1989,"description":1990,"path":1991,"category":169,"date":1314,"updatedAt":1314,"sourceType":179,"source":1992,"tags":1993},"OpenClaw 正在把 session transcript 从 JSONL 文件写成结构化会话事实层","官方最近新增的 Session Management Deep Dive 文档，把 session header、message tree、compaction entry 和 branch summary 这几层边界写得更清楚了。","/news/openclaw-session-jsonl-deep-dive-watch-2026-04-01","https://docs.openclaw.ai/reference/session-management-compaction",[418,1317,786,1316,203],{"title":1995,"description":1996,"path":1997,"category":169,"date":1314,"updatedAt":1314,"sourceType":179,"source":1998,"tags":1999},"OpenClaw 的 sessions CLI 正在从会话列表命令长成 store 巡检入口","官方最近把 sessions CLI 的 scope、all-agents、active 和显式 store 路径写得更完整了，也让它更适合作为长期运维里的 session store 巡检面。","/news/openclaw-sessions-cli-watch-2026-04-01","https://docs.openclaw.ai/cli/sessions",[355,381,1323,1005,224],{"title":2001,"description":2002,"path":2003,"category":169,"date":414,"updatedAt":414,"sourceType":179,"source":2004,"tags":2005},"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",[225,1020,1021,2006,203],"sandbox",{"title":2008,"description":2009,"path":2010,"category":1424,"date":273,"updatedAt":273,"sourceType":179,"source":1816,"tags":2011},"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",[1818,467,182,217,252],{"title":2013,"description":2014,"path":2015,"category":169,"date":424,"updatedAt":424,"sourceType":179,"source":2004,"tags":2016},"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",[1020,1174,416,399,225],{"title":2018,"description":2019,"path":2020,"category":169,"date":1314,"updatedAt":1314,"sourceType":179,"source":2021,"tags":2022},"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",[1316,389,1342,1343,2023],"compatibility",{"title":2025,"description":2026,"path":2027,"category":169,"date":170,"updatedAt":170,"sourceType":179,"source":1674,"tags":2028},"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",[1040,225,275,203,391],{"title":2030,"description":2031,"path":2032,"category":169,"date":827,"updatedAt":827,"sourceType":179,"source":1791,"tags":2033},"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",[203,330,829,1158,418],{"title":2035,"description":2036,"path":2037,"category":169,"date":170,"updatedAt":170,"sourceType":179,"source":2038,"tags":2039},"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",[1390,983,662,203,1793],{"title":2041,"description":2042,"path":2043,"category":169,"date":170,"updatedAt":170,"sourceType":179,"source":2044,"tags":2045},"OpenClaw 更新观察：stable、beta、dev 正在从版本标签变成正式 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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",[490,815,816,370,555],{"title":2060,"description":2061,"path":2062,"category":1424,"date":273,"updatedAt":273,"sourceType":179,"source":1643,"tags":2063},"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",[260,330,835,476,1726],{"title":2065,"description":2066,"path":2067,"category":169,"date":827,"updatedAt":827,"sourceType":179,"source":2068,"tags":2069},"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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