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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",[1200,1201,1202,951,712],"debugging","debug","runtime-overrides",{"title":1204,"description":1205,"path":1206,"category":291,"updatedAt":490,"sourceType":301,"tags":1207},"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",[1119,1208,154,1201,308],"logging",{"title":1210,"description":1211,"path":1212,"category":291,"updatedAt":490,"sourceType":301,"tags":1213},"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",[511,1214,1215,493,308],"dmScope","identityLinks",{"title":1217,"description":1218,"path":1219,"category":291,"updatedAt":490,"sourceType":301,"tags":1220},"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",[951,952,1119,1221,308],"migrations",{"title":266,"description":1223,"path":265,"category":291,"updatedAt":490,"sourceType":301,"tags":1224},"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。",[816,304,519,1225,308],"shell",{"title":1227,"description":1228,"path":1229,"category":291,"updatedAt":439,"sourceType":323,"tags":1230},"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",[1231,1027,563,1232,1029],"sources","trust",{"title":1234,"description":1235,"path":1236,"category":291,"updatedAt":396,"sourceType":301,"tags":1237},"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",[326,1238,775,881,485],"rpc",{"title":1240,"description":1241,"path":1242,"category":291,"updatedAt":490,"sourceType":301,"tags":1243},"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",[643,644,326,484,308],{"title":1245,"description":1246,"path":1247,"category":291,"updatedAt":873,"sourceType":301,"tags":1248},"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",[511,326,454,384,308],{"title":1250,"description":1251,"path":1252,"category":291,"updatedAt":517,"sourceType":301,"tags":1253},"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",[326,881,1254,1255,308],"protocol","scopes",{"title":1257,"description":1258,"path":1259,"category":291,"updatedAt":309,"sourceType":301,"tags":1260},"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",[510,1261,493,151,662],"mention",{"title":1263,"description":1264,"path":1265,"category":291,"updatedAt":517,"sourceType":301,"tags":1266},"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",[925,1267,1268,1269,308],"visibility","activeHours","alerts",{"title":1271,"description":1272,"path":1273,"category":291,"updatedAt":309,"sourceType":301,"tags":1274},"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",[875,881,1275,326,308],"sdk",{"title":5,"description":293,"path":297,"category":291,"updatedAt":309,"sourceType":301,"tags":1277},[304,305,306,307,308],{"title":1279,"description":1280,"path":1281,"category":291,"updatedAt":490,"sourceType":301,"tags":1282},"Lobster 的调用、审批和 resume token","基于最新官方 Lobster 文档，解释 OpenClaw 里如何用 openclaw.invoke 触发确定性工作流、何时进入 needs_approval，以及 resume token 在恢复流程里扮演什么角色。","/docs/reference/lobster-invoke-and-resume",[748,1283,618,374,308],"invoke",{"title":1285,"description":1286,"path":1287,"category":291,"updatedAt":517,"sourceType":301,"tags":1288},"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",[330,1289,1290,1291,1292,308],"hybrid-search","ranking","mmr","retrieval",{"title":1294,"description":1295,"path":1296,"category":291,"updatedAt":439,"sourceType":301,"tags":1297},"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",[447,1298,592,603,308],"probe",{"title":1300,"description":1301,"path":1302,"category":291,"updatedAt":811,"sourceType":301,"tags":1303},"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",[643,644,1143,1304,932],"credentials",{"title":1306,"description":1307,"path":1308,"category":291,"updatedAt":439,"sourceType":301,"tags":1309},"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",[431,546,1310,1311,1029,308],"npm","pin",{"title":1313,"description":1314,"path":1315,"category":1198,"updatedAt":396,"sourceType":301,"tags":1316},"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",[1200,1317,712,603,675],"raw-stream",{"title":1319,"description":1320,"path":1321,"category":291,"updatedAt":517,"sourceType":301,"tags":1322},"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",[398,1323,592,326,308],"tlsFingerprint",{"title":1325,"description":1326,"path":1327,"category":291,"updatedAt":517,"sourceType":301,"tags":1328},"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",[510,1329,1330,1331,308],"mentions","pending-history","reply",{"title":1333,"description":1334,"path":1335,"category":291,"updatedAt":490,"sourceType":301,"tags":1336},"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",[1337,1338,1339,603,308],"secrets","secretrefs","runtime",{"title":1341,"description":1342,"path":1343,"category":291,"updatedAt":309,"sourceType":301,"tags":1344},"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",[511,348,1214,643,151],{"title":1346,"description":1347,"path":1348,"category":291,"updatedAt":1349,"sourceType":301,"tags":1350},"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",[511,1351,1352,830,308],"transcript","jsonl",{"title":1354,"description":1355,"path":1356,"category":291,"updatedAt":1349,"sourceType":301,"tags":1357},"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",[631,775,1358,1053,347],"store",{"title":1360,"description":1361,"path":1362,"category":291,"updatedAt":517,"sourceType":301,"tags":1363},"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",[348,1068,1053,1364,308],"ingress",{"title":1366,"description":1367,"path":1368,"category":291,"updatedAt":396,"sourceType":301,"tags":1369},"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",[775,960,1370,712,1371],"health","troubleshooting",{"title":1373,"description":1374,"path":1375,"category":291,"updatedAt":1349,"sourceType":301,"tags":1376},"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",[1351,1377,603,1378,308],"hygiene","tool-calls",{"title":1380,"description":1381,"path":1382,"category":1198,"updatedAt":380,"sourceType":301,"tags":1383},"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",[1371,951,960,712],{"title":1385,"description":1386,"path":1387,"category":291,"updatedAt":490,"sourceType":301,"tags":1388},"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",[454,1389,1390,1351,308],"history","inject",{"title":1392,"description":1393,"path":1394,"category":1395,"updatedAt":439,"sourceType":301,"tags":1396},"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",[1397,1398,1399,1400,979,980],"china","cloud","deployment","feishu",{"title":1402,"description":1403,"path":1404,"category":1395,"updatedAt":380,"sourceType":301,"tags":1405},"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",[1399,399,1406,1398,1407],"docker","wsl2",{"title":1409,"description":1410,"path":1411,"category":1395,"updatedAt":821,"sourceType":301,"tags":1412},"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",[382,1310,1413,1407],"install-script",{"title":1415,"description":1416,"path":1417,"category":1395,"updatedAt":396,"sourceType":301,"tags":1418},"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",[382,1419,1413,1420,1030],"updater","git",{"title":1422,"description":1423,"path":1424,"category":1395,"updatedAt":354,"sourceType":301,"tags":1425},"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",[382,1419,1426,951,1030],"uninstall",{"title":1428,"description":1429,"path":1430,"category":1395,"updatedAt":354,"sourceType":301,"tags":1431},"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",[1432,382,391,1433],"linux","server",{"title":1435,"description":1436,"path":1437,"category":1395,"updatedAt":354,"sourceType":301,"tags":1438},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[502,382,391,1439],"apple",{"title":1441,"description":1442,"path":1443,"category":1444,"updatedAt":380,"sourceType":301,"tags":1445},"版本迁移与升级检查单","在 OpenClaw 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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",[644,643,593,945,1772],"rotate",{"title":1774,"description":1775,"path":1776,"category":1670,"date":490,"updatedAt":490,"sourceType":301,"source":1777,"tags":1778},"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",[951,1119,952,1200,347],{"title":1780,"description":1781,"path":1782,"category":1670,"date":309,"updatedAt":309,"sourceType":301,"source":1777,"tags":1783},"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",[951,952,813,1030,1119],{"title":1785,"description":1786,"path":1787,"category":1788,"date":322,"updatedAt":322,"sourceType":563,"source":1789,"tags":1790},"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",[1791,1792,1793,1794],"education","adoption","ai-tutor","higher-education",{"title":1796,"description":1797,"path":1798,"category":1788,"date":322,"updatedAt":322,"sourceType":563,"source":1799,"tags":1800},"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",[346,1399,374,1397],{"title":1802,"description":1803,"path":1804,"category":1462,"date":396,"updatedAt":396,"sourceType":301,"source":1805,"tags":1806},"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",[340,546,431,433,565],{"title":1808,"description":1809,"path":1810,"category":1670,"date":309,"updatedAt":309,"sourceType":301,"source":1811,"tags":1812},"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",[326,643,1813,593,484],"pending",{"title":1815,"description":1816,"path":1817,"category":1670,"date":873,"updatedAt":873,"sourceType":301,"source":1818,"tags":1819},"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",[326,511,454,384,1820],"state",{"title":1822,"description":1823,"path":1824,"category":1670,"date":309,"updatedAt":309,"sourceType":301,"source":1825,"tags":1826},"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",[510,1261,151,662,493],{"title":1828,"description":1829,"path":1830,"category":1670,"date":517,"updatedAt":517,"sourceType":301,"source":1825,"tags":1831},"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",[510,1329,1832,509,754],"activation",{"title":1834,"description":1835,"path":1836,"category":1670,"date":309,"updatedAt":309,"sourceType":301,"source":299,"tags":1837},"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",[304,305,306,307,347],{"title":1839,"description":1840,"path":1841,"category":1462,"date":396,"updatedAt":396,"sourceType":301,"source":1842,"tags":1843},"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",[1844,1399,1845,1846,1847],"showcase","home-assistant","nix","infrastructure",{"title":1849,"description":1850,"path":1851,"category":1670,"date":490,"updatedAt":490,"sourceType":301,"source":1852,"tags":1853},"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",[631,330,830,1741,754],{"title":1855,"description":1856,"path":1857,"category":1670,"date":490,"updatedAt":490,"sourceType":301,"source":1858,"tags":1859},"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",[1030,917,631,918,347],{"title":1861,"description":1862,"path":1863,"category":1489,"date":1463,"updatedAt":380,"sourceType":1165,"source":1491,"tags":1864},"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",[1027,1100,1028,340,348],{"title":1866,"description":1867,"path":1868,"category":1670,"date":439,"updatedAt":439,"sourceType":301,"source":1869,"tags":1870},"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",[1844,330,601,1881,1882],"vector-search","knowledge",{"title":1884,"description":1885,"path":1886,"category":1670,"date":309,"updatedAt":309,"sourceType":301,"source":1887,"tags":1888},"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",[1261,510,538,540,609],{"title":1890,"description":1891,"path":1892,"category":1670,"date":490,"updatedAt":490,"sourceType":301,"source":1893,"tags":1894},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 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文档，最近节点层最值得关注的变化之一是能力宿主边界正在被主动拆清。","/news/openclaw-node-host-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes",[484,642,326,643,644],{"title":1907,"description":1908,"path":1909,"category":1462,"date":396,"updatedAt":396,"sourceType":301,"source":1910,"tags":1911},"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",[383,1446,1912,1447,1030],"install",{"title":1914,"description":1915,"path":1916,"category":1670,"date":873,"updatedAt":873,"sourceType":301,"source":1746,"tags":1917},"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",[1042,594,572,643,398],{"title":1919,"description":1920,"path":1921,"category":1670,"date":517,"updatedAt":517,"sourceType":301,"source":1922,"tags":1923},"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",[384,454,881,1042,485],{"title":1925,"description":1926,"path":1927,"category":1670,"date":309,"updatedAt":309,"sourceType":301,"source":1770,"tags":1928},"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",[643,1143,328,1144,347],{"title":1930,"description":1931,"path":1932,"category":1462,"date":396,"updatedAt":396,"sourceType":301,"source":1933,"tags":1934},"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",[431,564,433,563,565],{"title":1936,"description":1937,"path":1938,"category":1670,"date":439,"updatedAt":439,"sourceType":301,"source":1939,"tags":1940},"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",[603,447,484,592,754],{"title":1954,"description":1955,"path":1956,"category":1670,"date":517,"updatedAt":517,"sourceType":301,"source":1957,"tags":1958},"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",[603,1113,447,326,347],{"title":1960,"description":1961,"path":1962,"category":1462,"date":396,"updatedAt":396,"sourceType":301,"source":1664,"tags":1963},"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",[1027,1028,1030,1029],{"title":1965,"description":1966,"path":1967,"category":1670,"date":490,"updatedAt":490,"sourceType":301,"source":1684,"tags":1968},"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",[384,643,484,398,932],{"title":1970,"description":1971,"path":1972,"category":1670,"date":309,"updatedAt":309,"sourceType":301,"source":1973,"tags":1974},"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",[493,492,1975,328,494],"threads",{"title":1977,"description":1978,"path":1979,"category":1670,"date":309,"updatedAt":309,"sourceType":301,"source":1980,"tags":1981},"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",[348,1053,1055,1054,347],{"title":1996,"description":1997,"path":1998,"category":1999,"date":322,"updatedAt":322,"sourceType":563,"source":2000,"tags":2001},"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",[348,2002,675,346],"compliance",{"title":2004,"description":2005,"path":2006,"category":1670,"date":490,"updatedAt":490,"sourceType":301,"source":1980,"tags":2007},"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",[631,775,1358,1053,347],{"title":2022,"description":2023,"path":2024,"category":1670,"date":309,"updatedAt":309,"sourceType":301,"source":2025,"tags":2026},"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",[348,1068,1069,2027,326],"sandbox",{"title":2029,"description":2030,"path":2031,"category":1462,"date":396,"updatedAt":396,"sourceType":301,"source":1842,"tags":2032},"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",[1844,563,538,340,375],{"title":2034,"description":2035,"path":2036,"category":1670,"date":517,"updatedAt":517,"sourceType":301,"source":2025,"tags":2037},"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",[1068,1215,509,493,348],{"title":2039,"description":2040,"path":2041,"category":1670,"date":1349,"updatedAt":1349,"sourceType":301,"source":2042,"tags":2043},"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",[1351,603,1377,1378,2044],"compatibility",{"title":2046,"description":2047,"path":2048,"category":1670,"date":439,"updatedAt":439,"sourceType":301,"source":1703,"tags":2049},"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",[1088,348,398,326,592],{"title":2051,"description":2052,"path":2053,"category":1670,"date":873,"updatedAt":873,"sourceType":301,"source":1818,"tags":2054},"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 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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",[586,861,862,484,644],{"title":2081,"description":2082,"path":2083,"category":1462,"date":396,"updatedAt":396,"sourceType":301,"source":1684,"tags":2084},"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",[384,454,881,572,1759],{"title":2086,"description":2087,"path":2088,"category":1670,"date":873,"updatedAt":873,"sourceType":301,"source":2089,"tags":2090},"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",[348,675,346,339],{"title":2134,"description":2135,"path":2136,"category":2137,"date":380,"updatedAt":380,"sourceType":563,"source":2138,"tags":2139},"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",[348,675,1012,441],{"title":2141,"description":2142,"path":2143,"category":1543,"date":1463,"updatedAt":380,"sourceType":301,"source":1464,"tags":2144},"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",[799,675,1545,357],{"title":2146,"description":2147,"path":2148,"category":1522,"date":1490,"updatedAt":354,"sourceType":1165,"source":1491,"tags":2149},"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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