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sessionStorage 行为很关键。","/docs/reference/dashboard-secretref-and-sessionstorage",[379,617,1269,1270,511],"secretref","sessionStorage",{"title":1272,"description":1273,"path":1274,"category":1275,"updatedAt":638,"sourceType":297,"tags":1276},"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",[1277,1278,1279,1024,741],"debugging","debug","runtime-overrides",{"title":1281,"description":1282,"path":1283,"category":1180,"updatedAt":516,"sourceType":297,"tags":1284},"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",[1192,1285,1286,1278,1186],"logging","flags",{"title":1288,"description":1289,"path":1290,"category":1180,"updatedAt":516,"sourceType":297,"tags":1291},"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",[538,1292,1293,519,1186],"dmScope","identityLinks",{"title":1295,"description":1296,"path":1297,"category":1180,"updatedAt":516,"sourceType":297,"tags":1298},"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",[1024,1025,1192,1299,1186],"migrations",{"title":1301,"description":1302,"path":1303,"category":1180,"updatedAt":516,"sourceType":297,"tags":1304},"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",[878,335,545,1305,1186],"shell",{"title":1307,"description":1308,"path":1309,"category":1180,"updatedAt":435,"sourceType":319,"tags":1310},"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",[1311,1098,588,1312,1100],"sources","trust",{"title":1314,"description":1315,"path":1316,"category":1180,"updatedAt":392,"sourceType":297,"tags":1317},"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",[322,1318,501,952,491],"rpc",{"title":1320,"description":1321,"path":1322,"category":1180,"updatedAt":516,"sourceType":297,"tags":1323},"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",[676,677,322,490,1186],{"title":1325,"description":1326,"path":1327,"category":1180,"updatedAt":944,"sourceType":297,"tags":1328},"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",[538,322,450,379,1186],{"title":1330,"description":1331,"path":1332,"category":1180,"updatedAt":305,"sourceType":297,"tags":1333},"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",[322,952,1334,1335,1186],"protocol","scopes",{"title":1337,"description":1338,"path":1339,"category":1180,"updatedAt":534,"sourceType":297,"tags":1340},"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",[537,1341,519,758,695],"mention",{"title":1343,"description":1344,"path":1345,"category":1180,"updatedAt":305,"sourceType":297,"tags":1346},"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",[998,1347,1348,1349,1186],"visibility","activeHours","alerts",{"title":1351,"description":1352,"path":1353,"category":1180,"updatedAt":534,"sourceType":297,"tags":1354},"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",[946,952,1355,322,1186],"sdk",{"title":1357,"description":1358,"path":1359,"category":1180,"updatedAt":534,"sourceType":297,"tags":1360},"include 合并时，数组和 sibling 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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",[1277,1400,741,509,708],"raw-stream",{"title":1402,"description":1403,"path":1404,"category":1180,"updatedAt":305,"sourceType":297,"tags":1405},"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",[394,1406,511,322,1186],"tlsFingerprint",{"title":1408,"description":1409,"path":1410,"category":1180,"updatedAt":305,"sourceType":297,"tags":1411},"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",[537,1412,1413,1414,1186],"mentions","pending-history","reply",{"title":1416,"description":1417,"path":1418,"category":1180,"updatedAt":516,"sourceType":297,"tags":1419},"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",[1420,1421,472,509,1186],"secrets","secretrefs",{"title":1423,"description":1424,"path":1425,"category":1180,"updatedAt":534,"sourceType":297,"tags":1426},"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",[538,344,1292,676,758],{"title":1428,"description":1429,"path":1430,"category":1180,"updatedAt":1431,"sourceType":297,"tags":1432},"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",[538,1433,1434,901,1186],"transcript","jsonl",{"title":1436,"description":1437,"path":1438,"category":1180,"updatedAt":1431,"sourceType":297,"tags":1439},"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",[475,501,1440,1124,343],"store",{"title":1442,"description":1443,"path":1444,"category":1180,"updatedAt":305,"sourceType":297,"tags":1445},"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",[344,1139,1124,1446,1186],"ingress",{"title":1448,"description":1449,"path":1450,"category":1180,"updatedAt":392,"sourceType":297,"tags":1451},"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",[501,1033,1452,741,1453],"health","troubleshooting",{"title":1455,"description":1456,"path":1457,"category":1180,"updatedAt":1431,"sourceType":297,"tags":1458},"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",[1433,1459,509,1460,1186],"hygiene","tool-calls",{"title":1462,"description":1463,"path":1464,"category":1275,"updatedAt":384,"sourceType":297,"tags":1465},"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",[1453,1024,1033,741],{"title":1467,"description":1468,"path":1469,"category":1180,"updatedAt":516,"sourceType":297,"tags":1470},"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",[450,1471,1472,1433,1186],"history","inject",{"title":1474,"description":1475,"path":1476,"category":1477,"updatedAt":435,"sourceType":297,"tags":1478},"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",[1479,1480,1481,654,1052,1053],"china","cloud","deployment",{"title":1483,"description":1484,"path":1485,"category":1477,"updatedAt":384,"sourceType":297,"tags":1486},"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 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保真，以及它们对长期使用的意义。","/news/openclaw-context-compaction-watch-2026-03-21",[900,901,475,300,1831],"continuity",{"title":1833,"description":1834,"path":1835,"category":1541,"date":392,"updatedAt":392,"sourceType":297,"source":1836,"tags":1837},"OpenClaw 控制面观察：Control UI、设备配对与 Tailscale Serve 正在把浏览器管理做成正式能力","基于 2026 年 3 月 21 日可见的官方 Control UI、Dashboard、Pairing 与 Tailscale 文档，整理最近最值得关注的控制面变化：浏览器设备配对、语言支持、远程 Serve 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",[597,379,984,676,394],{"title":1839,"description":1840,"path":1841,"category":1748,"date":944,"updatedAt":944,"sourceType":297,"source":1762,"tags":1842},"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",[379,474,1269,511,597],{"title":1844,"description":1845,"path":1846,"category":1748,"date":435,"updatedAt":435,"sourceType":297,"source":1762,"tags":1847},"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",[379,450,617,1269,519,1848],"web",{"title":1850,"description":1851,"path":1852,"category":1541,"date":318,"updatedAt":318,"sourceType":588,"source":1853,"tags":1854},"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",[332,336,589,1479],{"title":1856,"description":1857,"path":1858,"category":1748,"date":534,"updatedAt":534,"sourceType":297,"source":1859,"tags":1860},"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 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",[677,676,617,1018,1861],"rotate",{"title":1863,"description":1864,"path":1865,"category":1748,"date":516,"updatedAt":516,"sourceType":297,"source":1866,"tags":1867},"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 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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",[1880,1881,1882,1883],"education","adoption","ai-tutor","higher-education",{"title":1885,"description":1886,"path":1887,"category":1877,"date":318,"updatedAt":318,"sourceType":588,"source":1888,"tags":1889},"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",[342,1481,370,1479],{"title":1891,"description":1892,"path":1893,"category":1541,"date":392,"updatedAt":392,"sourceType":297,"source":1894,"tags":1895},"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",[336,571,427,429,590],{"title":1897,"description":1898,"path":1899,"category":1748,"date":496,"updatedAt":496,"sourceType":297,"source":1900,"tags":1901},"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 已经不只是简单聊天入口。","/news/openclaw-feishu-drive-comments-watch-2026-04-30","https://docs.openclaw.ai/channels/feishu",[654,655,656,657,324,658],{"title":1903,"description":1904,"path":1905,"category":1748,"date":534,"updatedAt":534,"sourceType":297,"source":1906,"tags":1907},"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",[322,676,1908,617,490],"pending",{"title":1910,"description":1911,"path":1912,"category":1748,"date":944,"updatedAt":944,"sourceType":297,"source":1913,"tags":1914},"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",[322,538,450,379,1915],"state",{"title":1917,"description":1918,"path":1919,"category":1748,"date":534,"updatedAt":534,"sourceType":297,"source":1920,"tags":1921},"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",[537,1341,758,695,519],{"title":1923,"description":1924,"path":1925,"category":1748,"date":305,"updatedAt":305,"sourceType":297,"source":1920,"tags":1926},"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",[537,1412,1927,536,805],"activation",{"title":1929,"description":1930,"path":1931,"category":1748,"date":534,"updatedAt":534,"sourceType":297,"source":1932,"tags":1933},"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",[335,1361,976,1362,343],{"title":1935,"description":1936,"path":1937,"category":1541,"date":392,"updatedAt":392,"sourceType":297,"source":1938,"tags":1939},"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",[1940,1481,1941,1942,1943],"showcase","home-assistant","nix","infrastructure",{"title":1945,"description":1946,"path":1947,"category":1748,"date":516,"updatedAt":516,"sourceType":297,"source":1948,"tags":1949},"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",[475,300,901,1831,805],{"title":1951,"description":1952,"path":1953,"category":1748,"date":516,"updatedAt":516,"sourceType":297,"source":1954,"tags":1955},"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",[1101,499,475,991,343],{"title":1957,"description":1958,"path":1959,"category":1567,"date":1542,"updatedAt":384,"sourceType":1243,"source":1569,"tags":1960},"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",[1098,1171,1099,336,344],{"title":1962,"description":1963,"path":1964,"category":1748,"date":435,"updatedAt":435,"sourceType":297,"source":295,"tags":1965},"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",[1940,300,625,1976,1977],"vector-search","knowledge",{"title":1979,"description":1980,"path":1981,"category":1748,"date":534,"updatedAt":534,"sourceType":297,"source":1982,"tags":1983},"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",[1341,537,563,565,632],{"title":1985,"description":1986,"path":1987,"category":1748,"date":516,"updatedAt":516,"sourceType":297,"source":1988,"tags":1989},"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",[695,450,519,699,324],{"title":1991,"description":1992,"path":1993,"category":1748,"date":435,"updatedAt":435,"sourceType":297,"source":1817,"tags":1994},"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",[443,1381,509,511,1061],{"title":1996,"description":1997,"path":1998,"category":1748,"date":534,"updatedAt":534,"sourceType":297,"source":1999,"tags":2000},"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",[490,675,322,676,677],{"title":2002,"description":2003,"path":2004,"category":1541,"date":392,"updatedAt":392,"sourceType":297,"source":2005,"tags":2006},"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",[378,1526,799,1527,1101],{"title":2008,"description":2009,"path":2010,"category":1748,"date":944,"updatedAt":944,"sourceType":297,"source":1836,"tags":2011},"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",[1113,618,597,676,394],{"title":2013,"description":2014,"path":2015,"category":1748,"date":305,"updatedAt":305,"sourceType":297,"source":2016,"tags":2017},"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",[379,450,952,1113,491],{"title":2019,"description":2020,"path":2021,"category":1748,"date":534,"updatedAt":534,"sourceType":297,"source":1859,"tags":2022},"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",[509,443,490,511,805],{"title":2048,"description":2049,"path":2050,"category":1748,"date":305,"updatedAt":305,"sourceType":297,"source":2051,"tags":2052},"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",[509,1185,443,322,343],{"title":2054,"description":2055,"path":2056,"category":1541,"date":392,"updatedAt":392,"sourceType":297,"source":1736,"tags":2057},"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",[1098,1099,1101,1100],{"title":2059,"description":2060,"path":2061,"category":1748,"date":516,"updatedAt":516,"sourceType":297,"source":1762,"tags":2062},"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",[379,676,490,394,1005],{"title":2064,"description":2065,"path":2066,"category":1748,"date":534,"updatedAt":534,"sourceType":297,"source":2067,"tags":2068},"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",[519,518,2069,324,520],"threads",{"title":2071,"description":2072,"path":2073,"category":1748,"date":496,"updatedAt":496,"sourceType":297,"source":2074,"tags":2075},"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",[846,734,847,420,325],{"title":2077,"description":2078,"path":2079,"category":1748,"date":534,"updatedAt":534,"sourceType":297,"source":2080,"tags":2081},"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",[1421,2082,2083,1420,343],"snapshot","rotation",{"title":2085,"description":2086,"path":2087,"category":1748,"date":534,"updatedAt":534,"sourceType":297,"source":1948,"tags":2088},"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",[538,344,1292,676,1139],{"title":2090,"description":2091,"path":2092,"category":1748,"date":435,"updatedAt":435,"sourceType":297,"source":2093,"tags":2094},"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",[344,1124,1126,1125,343],{"title":2096,"description":2097,"path":2098,"category":2099,"date":318,"updatedAt":318,"sourceType":588,"source":2100,"tags":2101},"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",[344,2102,708,342],"compliance",{"title":2104,"description":2105,"path":2106,"category":1748,"date":516,"updatedAt":516,"sourceType":297,"source":2080,"tags":2107},"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",[344,1420,642,2108,343],"proxy",{"title":2110,"description":2111,"path":2112,"category":1748,"date":1431,"updatedAt":1431,"sourceType":297,"source":2113,"tags":2114},"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",[538,1434,901,1433,322],{"title":2116,"description":2117,"path":2118,"category":1748,"date":1431,"updatedAt":1431,"sourceType":297,"source":2119,"tags":2120},"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",[475,501,1440,1124,343],{"title":2122,"description":2123,"path":2124,"category":1748,"date":534,"updatedAt":534,"sourceType":297,"source":2125,"tags":2126},"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",[344,1139,1140,2127,322],"sandbox",{"title":2129,"description":2130,"path":2131,"category":1541,"date":392,"updatedAt":392,"sourceType":297,"source":1938,"tags":2132},"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",[1940,588,563,336,371],{"title":2134,"description":2135,"path":2136,"category":1748,"date":305,"updatedAt":305,"sourceType":297,"source":2125,"tags":2137},"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",[1139,1293,536,519,344],{"title":2139,"description":2140,"path":2141,"category":1748,"date":1431,"updatedAt":1431,"sourceType":297,"source":2142,"tags":2143},"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",[1433,509,1459,1460,2144],"compatibility",{"title":2146,"description":2147,"path":2148,"category":1748,"date":435,"updatedAt":435,"sourceType":297,"source":1793,"tags":2149},"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",[1159,344,394,322,511],{"title":2151,"description":2152,"path":2153,"category":1748,"date":944,"updatedAt":944,"sourceType":297,"source":1913,"tags":2154},"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",[322,450,946,1277,538],{"title":2156,"description":2157,"path":2158,"category":1748,"date":435,"updatedAt":435,"sourceType":297,"source":2159,"tags":2160},"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",[1507,1101,780,322,1915],{"title":2162,"description":2163,"path":2164,"category":1748,"date":435,"updatedAt":435,"sourceType":297,"source":2165,"tags":2166},"OpenClaw 更新观察：stable、beta、dev 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