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retry backoff 应该怎么理解","基于最新官方 cron CLI 与 Cron Jobs 文档，解释 openclaw cron run 为什么先返回 enqueued、何时该去看 runs，以及 recurring job 连续失败后的退避节奏。","/docs/reference/cron-run-queue-and-retry-backoff",[990,792,1260,1261,1188],"scheduler","queue",{"title":1263,"description":1264,"path":1265,"category":1182,"updatedAt":943,"sourceType":426,"tags":1266},"Dashboard 的 SecretRef token、sessionStorage 和非 token 化 URL 应该怎么理解","基于最新官方 Dashboard 文档，解释 openclaw dashboard 在普通 token、SecretRef token 和远程入口下分别如何引导认证，以及为什么当前浏览器标签页的 sessionStorage 行为很关键。","/docs/reference/dashboard-secretref-and-sessionstorage",[455,662,1267,1268,661],"secretref","sessionStorage",{"title":1270,"description":1271,"path":1272,"category":1273,"updatedAt":425,"sourceType":426,"tags":1274},"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",[1275,1276,1277,1024,781],"debugging","debug","runtime-overrides",{"title":1279,"description":1280,"path":1281,"category":1182,"updatedAt":560,"sourceType":426,"tags":1282},"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",[1194,1283,1284,1276,1188],"logging","flags",{"title":1286,"description":1287,"path":1288,"category":1182,"updatedAt":560,"sourceType":426,"tags":1289},"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",[582,1290,1291,563,1188],"dmScope","identityLinks",{"title":1293,"description":1294,"path":1295,"category":1182,"updatedAt":560,"sourceType":426,"tags":1296},"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",[1024,1025,1194,1297,1188],"migrations",{"title":1299,"description":1300,"path":1301,"category":1182,"updatedAt":560,"sourceType":426,"tags":1302},"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",[886,410,590,1303,1188],"shell",{"title":1305,"description":1306,"path":1307,"category":1182,"updatedAt":510,"sourceType":393,"tags":1308},"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",[1309,1100,633,1310,1102],"sources","trust",{"title":1312,"description":1313,"path":1314,"category":1182,"updatedAt":467,"sourceType":426,"tags":1315},"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",[396,1316,845,951,555],"rpc",{"title":1318,"description":1319,"path":1320,"category":1182,"updatedAt":560,"sourceType":426,"tags":1321},"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",[712,713,396,554,1188],{"title":1323,"description":1324,"path":1325,"category":1182,"updatedAt":943,"sourceType":426,"tags":1326},"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",[582,396,525,455,1188],{"title":1328,"description":1329,"path":1330,"category":1182,"updatedAt":588,"sourceType":426,"tags":1331},"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",[396,951,1332,1333,1188],"protocol","scopes",{"title":1335,"description":1336,"path":1337,"category":1182,"updatedAt":578,"sourceType":426,"tags":1338},"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",[581,1339,563,798,731],"mention",{"title":1341,"description":1342,"path":1343,"category":1182,"updatedAt":588,"sourceType":426,"tags":1344},"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",[998,1345,1346,1347,1188],"visibility","activeHours","alerts",{"title":1349,"description":1350,"path":1351,"category":1182,"updatedAt":578,"sourceType":426,"tags":1352},"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",[945,951,1353,396,1188],"sdk",{"title":1355,"description":1356,"path":1357,"category":1182,"updatedAt":578,"sourceType":426,"tags":1358},"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",[410,1359,975,1360,1188],"include","arrays",{"title":1362,"description":1363,"path":1364,"category":1182,"updatedAt":560,"sourceType":426,"tags":1365},"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",[818,1366,687,446,1188],"invoke",{"title":1368,"description":1369,"path":1370,"category":1182,"updatedAt":588,"sourceType":426,"tags":1371},"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",[400,1372,1373,1374,1375,1188],"hybrid-search","ranking","mmr","retrieval",{"title":1377,"description":1378,"path":1379,"category":1182,"updatedAt":510,"sourceType":426,"tags":1380},"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",[518,1381,661,672,1188],"probe",{"title":1383,"description":1384,"path":1385,"category":1182,"updatedAt":881,"sourceType":426,"tags":1386},"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",[712,713,1218,1387,1005],"credentials",{"title":1389,"description":1390,"path":1391,"category":1182,"updatedAt":510,"sourceType":426,"tags":1392},"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",[502,616,1393,1394,1102,1188],"npm","pin",{"title":1396,"description":1397,"path":1398,"category":1273,"updatedAt":467,"sourceType":426,"tags":1399},"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",[1275,1400,781,672,744],"raw-stream",{"title":1402,"description":1403,"path":1404,"category":1182,"updatedAt":588,"sourceType":426,"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",[469,1406,661,396,1188],"tlsFingerprint",{"title":1408,"description":1409,"path":1410,"category":1182,"updatedAt":588,"sourceType":426,"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",[581,1412,1413,1414,1188],"mentions","pending-history","reply",{"title":1416,"description":1417,"path":1418,"category":1182,"updatedAt":560,"sourceType":426,"tags":1419},"SecretRefs 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文件当成一团无结构日志。","/docs/reference/session-jsonl-and-compaction-entries","2026-04-01",[582,1434,1435,900,1188],"transcript","jsonl",{"title":1437,"description":1438,"path":1439,"category":1182,"updatedAt":1432,"sourceType":426,"tags":1440},"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",[700,845,1441,1126,418],"store",{"title":1443,"description":1444,"path":1445,"category":1182,"updatedAt":588,"sourceType":426,"tags":1446},"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",[419,1141,1126,1447,1188],"ingress",{"title":1449,"description":1450,"path":1451,"category":1182,"updatedAt":467,"sourceType":426,"tags":1452},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 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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",[642,455,983,712,469],{"title":1828,"description":1829,"path":1830,"category":1749,"date":943,"updatedAt":943,"sourceType":426,"source":1763,"tags":1831},"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",[455,1832,1267,661,642],"bootstrap",{"title":1834,"description":1835,"path":1836,"category":1749,"date":510,"updatedAt":510,"sourceType":426,"source":1763,"tags":1837},"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",[455,525,662,1267,563,1838],"web",{"title":1840,"description":1841,"path":1842,"category":1545,"date":392,"updatedAt":392,"sourceType":633,"source":1843,"tags":1844},"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",[407,411,634,1480],{"title":1846,"description":1847,"path":1848,"category":1749,"date":578,"updatedAt":578,"sourceType":426,"source":1849,"tags":1850},"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",[713,712,662,1018,1851],"rotate",{"title":1853,"description":1854,"path":1855,"category":1749,"date":560,"updatedAt":560,"sourceType":426,"source":1856,"tags":1857},"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",[1024,1194,1025,1275,418],{"title":1859,"description":1860,"path":1861,"category":1749,"date":578,"updatedAt":578,"sourceType":426,"source":1856,"tags":1862},"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",[1024,1025,883,1103,1194],{"title":1864,"description":1865,"path":1866,"category":1867,"date":392,"updatedAt":392,"sourceType":633,"source":1868,"tags":1869},"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",[1870,1871,1872,1873],"education","adoption","ai-tutor","higher-education",{"title":1875,"description":1876,"path":1877,"category":1867,"date":392,"updatedAt":392,"sourceType":633,"source":1878,"tags":1879},"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",[417,1482,446,1480],{"title":1881,"description":1882,"path":1883,"category":1545,"date":467,"updatedAt":467,"sourceType":426,"source":1884,"tags":1885},"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",[411,616,502,504,635],{"title":1887,"description":1888,"path":1889,"category":1749,"date":578,"updatedAt":578,"sourceType":426,"source":1890,"tags":1891},"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",[396,712,1892,662,554],"pending",{"title":1894,"description":1895,"path":1896,"category":1749,"date":943,"updatedAt":943,"sourceType":426,"source":1897,"tags":1898},"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",[396,582,525,455,1899],"state",{"title":1901,"description":1902,"path":1903,"category":1749,"date":578,"updatedAt":578,"sourceType":426,"source":1904,"tags":1905},"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",[581,1339,798,731,563],{"title":1907,"description":1908,"path":1909,"category":1749,"date":588,"updatedAt":588,"sourceType":426,"source":1904,"tags":1910},"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",[581,1412,1911,580,824],"activation",{"title":1913,"description":1914,"path":1915,"category":1749,"date":578,"updatedAt":578,"sourceType":426,"source":1916,"tags":1917},"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",[410,1359,975,1360,418],{"title":1919,"description":1920,"path":1921,"category":1545,"date":467,"updatedAt":467,"sourceType":426,"source":1922,"tags":1923},"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",[1924,1482,1925,1926,1927],"showcase","home-assistant","nix","infrastructure",{"title":1929,"description":1930,"path":1931,"category":1749,"date":560,"updatedAt":560,"sourceType":426,"source":1932,"tags":1933},"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",[700,400,900,1820,824],{"title":1935,"description":1936,"path":1937,"category":1749,"date":560,"updatedAt":560,"sourceType":426,"source":1938,"tags":1939},"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",[1103,990,700,991,418],{"title":1941,"description":1942,"path":1943,"category":1572,"date":1546,"updatedAt":379,"sourceType":1240,"source":1574,"tags":1944},"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",[1100,1173,1101,411,419],{"title":1946,"description":1947,"path":1948,"category":1749,"date":510,"updatedAt":510,"sourceType":426,"source":1949,"tags":1950},"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",[1924,400,670,1961,1962],"vector-search","knowledge",{"title":1964,"description":1965,"path":1966,"category":1749,"date":578,"updatedAt":578,"sourceType":426,"source":1967,"tags":1968},"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",[1339,581,608,610,678],{"title":1970,"description":1971,"path":1972,"category":1749,"date":560,"updatedAt":560,"sourceType":426,"source":1973,"tags":1974},"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",[731,525,563,735,398],{"title":1976,"description":1977,"path":1978,"category":1749,"date":510,"updatedAt":510,"sourceType":426,"source":1806,"tags":1979},"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",[518,1381,672,661,1062],{"title":1981,"description":1982,"path":1983,"category":1749,"date":578,"updatedAt":578,"sourceType":426,"source":1984,"tags":1985},"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",[554,711,396,712,713],{"title":1987,"description":1988,"path":1989,"category":1545,"date":467,"updatedAt":467,"sourceType":426,"source":1990,"tags":1991},"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",[454,1529,1992,1530,1103],"install",{"title":1994,"description":1995,"path":1996,"category":1749,"date":943,"updatedAt":943,"sourceType":426,"source":1825,"tags":1997},"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",[1115,663,642,712,469],{"title":1999,"description":2000,"path":2001,"category":1749,"date":588,"updatedAt":588,"sourceType":426,"source":2002,"tags":2003},"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",[455,525,951,1115,555],{"title":2005,"description":2006,"path":2007,"category":1749,"date":578,"updatedAt":578,"sourceType":426,"source":1849,"tags":2008},"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",[712,1218,398,1219,418],{"title":2010,"description":2011,"path":2012,"category":1545,"date":467,"updatedAt":467,"sourceType":426,"source":2013,"tags":2014},"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",[502,634,504,633,635],{"title":2016,"description":2017,"path":2018,"category":1749,"date":510,"updatedAt":510,"sourceType":426,"source":2019,"tags":2020},"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 正在被官方主动连成一条生命周期链。","/news/openclaw-plugin-install-tracking-watch-2026-03-24","https://docs.openclaw.ai/cli/plugins",[502,616,1393,1394,1102],{"title":2022,"description":2023,"path":2024,"category":1749,"date":510,"updatedAt":510,"sourceType":426,"source":2025,"tags":2026},"OpenClaw 工作流观察：OpenProse 与 Lobster 的上下层分工正在变清楚","基于 2026 年 3 月 24 日可见的官方 Lobster 文档，最近最值得关注的信号是 OpenProse 与 Lobster 的边界正在被官方主动写清，多智能体准备和确定性执行不再混成一层。","/news/openclaw-prose-lobster-watch-2026-03-24","https://docs.openclaw.ai/tools/lobster",[817,818,446,687,503],{"title":2028,"description":2029,"path":2030,"category":1749,"date":588,"updatedAt":588,"sourceType":426,"source":2031,"tags":2032},"OpenClaw 正在把 provider、模型和远程执行分成不同治理层","官方最近围绕 Models、Model Failover 和 node 的文档更新，正在把 provider auth、模型 allowlist、多模态能力和远程 node 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",[672,518,554,661,824],{"title":2034,"description":2035,"path":2036,"category":1749,"date":588,"updatedAt":588,"sourceType":426,"source":2037,"tags":2038},"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",[672,1187,518,396,418],{"title":2040,"description":2041,"path":2042,"category":1545,"date":467,"updatedAt":467,"sourceType":426,"source":1743,"tags":2043},"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",[1100,1101,1103,1102],{"title":2045,"description":2046,"path":2047,"category":1749,"date":560,"updatedAt":560,"sourceType":426,"source":1763,"tags":2048},"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",[455,712,554,469,1005],{"title":2050,"description":2051,"path":2052,"category":1749,"date":578,"updatedAt":578,"sourceType":426,"source":2053,"tags":2054},"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",[563,562,2055,398,564],"threads",{"title":2057,"description":2058,"path":2059,"category":1749,"date":578,"updatedAt":578,"sourceType":426,"source":2060,"tags":2061},"OpenClaw Secret 观察：active snapshot 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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",[1924,633,608,411,447],{"title":2114,"description":2115,"path":2116,"category":1749,"date":588,"updatedAt":588,"sourceType":426,"source":2105,"tags":2117},"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",[1141,1291,580,563,419],{"title":2119,"description":2120,"path":2121,"category":1749,"date":1432,"updatedAt":1432,"sourceType":426,"source":2122,"tags":2123},"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",[1434,672,1460,1461,2124],"compatibility",{"title":2126,"description":2127,"path":2128,"category":1749,"date":510,"updatedAt":510,"sourceType":426,"source":1782,"tags":2129},"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",[1161,419,469,396,661],{"title":2131,"description":2132,"path":2133,"category":1749,"date":943,"updatedAt":943,"sourceType":426,"source":1897,"tags":2134},"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",[655,931,932,554,713],{"title":2161,"description":2162,"path":2163,"category":1545,"date":467,"updatedAt":467,"sourceType":426,"source":1763,"tags":2164},"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",[455,525,951,642,1838],{"title":2166,"description":2167,"path":2168,"category":1749,"date":943,"updatedAt":943,"sourceType":426,"source":2169,"tags":2170},"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",[419,744,417,409],{"title":2214,"description":2215,"path":2216,"category":2217,"date":379,"updatedAt":379,"sourceType":633,"source":2218,"tags":2219},"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",[419,744,1085,512],{"title":2221,"description":2222,"path":2223,"category":1626,"date":1546,"updatedAt":379,"sourceType":426,"source":1547,"tags":2224},"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",[869,744,1628,429],{"title":2226,"description":2227,"path":2228,"category":1605,"date":1573,"updatedAt":425,"sourceType":1240,"source":1574,"tags":2229},"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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