[{"data":1,"prerenderedAt":2919},["ShallowReactive",2],{"docs:setup/installer-methods-and-upgrade-paths":3,"content-manifest":411},{"id":4,"title":5,"body":6,"category":391,"date":392,"description":393,"extension":394,"meta":395,"navigation":396,"path":397,"seo":398,"source":399,"sourceName":400,"sourceType":401,"stem":402,"tags":403,"updatedAt":409,"__hash__":410},"docs/docs/setup/installer-methods-and-upgrade-paths.md","安装器方式和升级路径怎么选",{"type":7,"value":8,"toc":378},"minimark",[9,12,16,19,26,31,34,68,71,82,85,92,98,101,112,115,119,122,133,136,141,144,148,151,170,173,190,193,204,207,211,214,222,225,236,239,242,245,250,253,264,267,278,282,285,301,304,315,318,321,324,344,347,350,371,374],[10,11,5],"h1",{"id":5},[13,14,15],"p",{},"官方最近的安装文档已经不只是“给一条命令”，而是在明确一件事：安装方式本身会决定你后面的升级路径。",[13,17,18],{},"这点很重要，因为很多升级事故都不是“OpenClaw 升坏了”，而是：",[20,21,22],"ul",{},[23,24,25],"li",{},"安装方式和升级方式没对上",[27,28,30],"h2",{"id":29},"最推荐的默认路径还是-installsh","最推荐的默认路径还是 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的官方社区入口、反馈方式、提问建议和中文用户更适合的参与路径。","/docs/reference/community","社区",[662,1269,1270,1271],"github","issues","feedback",{"title":1273,"description":1274,"path":1275,"category":1211,"updatedAt":455,"sourceType":401,"tags":1276},"配置参考","OpenClaw 完整配置项参考文档，包含所有可配置选项的详细说明。","/docs/reference/configuration-reference",[440,1217,1277,1278],"settings","options",{"title":1280,"description":1281,"path":1282,"category":1211,"updatedAt":409,"sourceType":401,"tags":1283},"Control UI 设备配对与浏览器授权","基于最新官方 Control UI 与 Pairing 文档，解释为什么远程浏览器首次连接需要设备配对、设备身份如何记住，以及什么时候需要重新批准。","/docs/reference/control-ui-device-pairing",[671,742,743,693,1035],{"title":1285,"description":1286,"path":1287,"category":1211,"updatedAt":616,"sourceType":401,"tags":1288},"cron run 入队语义和 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",[1020,822,1289,1290,1217],"scheduler","queue",{"title":1292,"description":1293,"path":1294,"category":1211,"updatedAt":973,"sourceType":401,"tags":1295},"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",[483,692,1296,1297,691],"secretref","sessionStorage",{"title":1299,"description":1300,"path":1301,"category":1302,"updatedAt":455,"sourceType":401,"tags":1303},"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",[1304,1305,1306,1054,811],"debugging","debug","runtime-overrides",{"title":1308,"description":1309,"path":1310,"category":1211,"updatedAt":588,"sourceType":401,"tags":1311},"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",[1223,1312,1313,1305,1217],"logging","flags",{"title":1315,"description":1316,"path":1317,"category":1211,"updatedAt":588,"sourceType":401,"tags":1318},"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",[610,1319,1320,591,1217],"dmScope","identityLinks",{"title":1322,"description":1323,"path":1324,"category":1211,"updatedAt":588,"sourceType":401,"tags":1325},"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",[1054,1055,1223,1326,1217],"migrations",{"title":1328,"description":1329,"path":1330,"category":1211,"updatedAt":588,"sourceType":401,"tags":1331},"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",[916,440,618,1332,1217],"shell",{"title":1334,"description":1335,"path":1336,"category":1211,"updatedAt":537,"sourceType":423,"tags":1337},"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",[1338,1130,662,1339,1132],"sources","trust",{"title":1341,"description":1342,"path":1343,"category":1211,"updatedAt":409,"sourceType":401,"tags":1344},"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",[426,1345,875,981,583],"rpc",{"title":1347,"description":1348,"path":1349,"category":1211,"updatedAt":588,"sourceType":401,"tags":1350},"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",[742,743,426,582,1217],{"title":1352,"description":1353,"path":1354,"category":1211,"updatedAt":973,"sourceType":401,"tags":1355},"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",[610,426,552,483,1217],{"title":1357,"description":1358,"path":1359,"category":1211,"updatedAt":616,"sourceType":401,"tags":1360},"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",[426,981,1361,1362,1217],"protocol","scopes",{"title":1364,"description":1365,"path":1366,"category":1211,"updatedAt":606,"sourceType":401,"tags":1367},"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",[609,1368,591,828,761],"mention",{"title":1370,"description":1371,"path":1372,"category":1211,"updatedAt":616,"sourceType":401,"tags":1373},"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",[1028,1374,1375,1376,1217],"visibility","activeHours","alerts",{"title":1378,"description":1379,"path":1380,"category":1211,"updatedAt":606,"sourceType":401,"tags":1381},"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",[975,981,1382,426,1217],"sdk",{"title":1384,"description":1385,"path":1386,"category":1211,"updatedAt":606,"sourceType":401,"tags":1387},"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",[440,1388,1005,1389,1217],"include","arrays",{"title":1391,"description":1392,"path":1393,"category":1211,"updatedAt":588,"sourceType":401,"tags":1394},"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",[848,1395,717,475,1217],"invoke",{"title":1397,"description":1398,"path":1399,"category":1211,"updatedAt":616,"sourceType":401,"tags":1400},"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",[430,1401,1402,1403,1404,1217],"hybrid-search","ranking","mmr","retrieval",{"title":1406,"description":1407,"path":1408,"category":1211,"updatedAt":537,"sourceType":401,"tags":1409},"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",[545,1410,691,702,1217],"probe",{"title":1412,"description":1413,"path":1414,"category":1211,"updatedAt":911,"sourceType":401,"tags":1415},"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",[742,743,1247,1416,1035],"credentials",{"title":1418,"description":1419,"path":1420,"category":1211,"updatedAt":537,"sourceType":401,"tags":1421},"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",[529,645,160,1422,1132,1217],"pin",{"title":1424,"description":1425,"path":1426,"category":1302,"updatedAt":409,"sourceType":401,"tags":1427},"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",[1304,1428,811,702,774],"raw-stream",{"title":1430,"description":1431,"path":1432,"category":1211,"updatedAt":616,"sourceType":401,"tags":1433},"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",[496,1434,691,426,1217],"tlsFingerprint",{"title":1436,"description":1437,"path":1438,"category":1211,"updatedAt":616,"sourceType":401,"tags":1439},"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",[609,1440,1441,1442,1217],"mentions","pending-history","reply",{"title":1444,"description":1445,"path":1446,"category":1211,"updatedAt":588,"sourceType":401,"tags":1447},"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",[1448,1449,1450,702,1217],"secrets","secretrefs","runtime",{"title":1452,"description":1453,"path":1454,"category":1211,"updatedAt":606,"sourceType":401,"tags":1455},"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",[610,449,1319,742,828],{"title":1457,"description":1458,"path":1459,"category":1211,"updatedAt":1460,"sourceType":401,"tags":1461},"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",[610,1462,1463,930,1217],"transcript","jsonl",{"title":1465,"description":1466,"path":1467,"category":1211,"updatedAt":1460,"sourceType":401,"tags":1468},"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",[730,875,1469,1155,448],"store",{"title":1471,"description":1472,"path":1473,"category":1211,"updatedAt":616,"sourceType":401,"tags":1474},"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",[449,1170,1155,1475,1217],"ingress",{"title":1477,"description":1478,"path":1479,"category":1211,"updatedAt":409,"sourceType":401,"tags":1480},"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",[875,1063,1481,811,1482],"health","troubleshooting",{"title":1484,"description":1485,"path":1486,"category":1211,"updatedAt":1460,"sourceType":401,"tags":1487},"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",[1462,1488,702,1489,1217],"hygiene","tool-calls",{"title":1491,"description":1492,"path":1493,"category":1302,"updatedAt":481,"sourceType":401,"tags":1494},"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",[1482,1054,1063,811],{"title":1496,"description":1497,"path":1498,"category":1211,"updatedAt":588,"sourceType":401,"tags":1499},"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 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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",[671,483,1013,742,496],{"title":1849,"description":1850,"path":1851,"category":1770,"date":973,"updatedAt":973,"sourceType":401,"source":1784,"tags":1852},"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",[483,1853,1296,691,671],"bootstrap",{"title":1855,"description":1856,"path":1857,"category":1770,"date":537,"updatedAt":537,"sourceType":401,"source":1784,"tags":1858},"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",[483,552,692,1296,591,1859],"web",{"title":1861,"description":1862,"path":1863,"category":1562,"date":422,"updatedAt":422,"sourceType":662,"source":1864,"tags":1865},"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",[437,441,663,1507],{"title":1867,"description":1868,"path":1869,"category":1770,"date":606,"updatedAt":606,"sourceType":401,"source":1870,"tags":1871},"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",[743,742,692,1048,1872],"rotate",{"title":1874,"description":1875,"path":1876,"category":1770,"date":588,"updatedAt":588,"sourceType":401,"source":1877,"tags":1878},"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",[1054,1223,1055,1304,448],{"title":1880,"description":1881,"path":1882,"category":1770,"date":606,"updatedAt":606,"sourceType":401,"source":1877,"tags":1883},"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 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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",[447,1509,475,1507],{"title":1902,"description":1903,"path":1904,"category":1562,"date":409,"updatedAt":409,"sourceType":401,"source":1905,"tags":1906},"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",[441,645,529,531,664],{"title":1908,"description":1909,"path":1910,"category":1770,"date":606,"updatedAt":606,"sourceType":401,"source":1911,"tags":1912},"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",[426,742,1913,692,582],"pending",{"title":1915,"description":1916,"path":1917,"category":1770,"date":973,"updatedAt":973,"sourceType":401,"source":1918,"tags":1919},"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",[426,610,552,483,1920],"state",{"title":1922,"description":1923,"path":1924,"category":1770,"date":606,"updatedAt":606,"sourceType":401,"source":1925,"tags":1926},"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",[609,1368,828,761,591],{"title":1928,"description":1929,"path":1930,"category":1770,"date":616,"updatedAt":616,"sourceType":401,"source":1925,"tags":1931},"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",[609,1440,1932,608,854],"activation",{"title":1934,"description":1935,"path":1936,"category":1770,"date":606,"updatedAt":606,"sourceType":401,"source":1937,"tags":1938},"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",[440,1388,1005,1389,448],{"title":1940,"description":1941,"path":1942,"category":1562,"date":409,"updatedAt":409,"sourceType":401,"source":1943,"tags":1944},"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",[1945,1509,1946,1947,1948],"showcase","home-assistant","nix","infrastructure",{"title":1950,"description":1951,"path":1952,"category":1770,"date":588,"updatedAt":588,"sourceType":401,"source":1953,"tags":1954},"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 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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",[1945,430,700,1982,1983],"vector-search","knowledge",{"title":1985,"description":1986,"path":1987,"category":1770,"date":606,"updatedAt":606,"sourceType":401,"source":1988,"tags":1989},"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",[1368,609,637,639,708],{"title":1991,"description":1992,"path":1993,"category":1770,"date":588,"updatedAt":588,"sourceType":401,"source":1994,"tags":1995},"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",[761,552,591,765,428],{"title":1997,"description":1998,"path":1999,"category":1770,"date":537,"updatedAt":537,"sourceType":401,"source":1827,"tags":2000},"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",[545,1410,702,691,1092],{"title":2002,"description":2003,"path":2004,"category":1770,"date":606,"updatedAt":606,"sourceType":401,"source":2005,"tags":2006},"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",[582,741,426,742,743],{"title":2008,"description":2009,"path":2010,"category":1562,"date":409,"updatedAt":409,"sourceType":401,"source":2011,"tags":2012},"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",[81,1546,2013,1547,408],"install",{"title":2015,"description":2016,"path":2017,"category":1770,"date":973,"updatedAt":973,"sourceType":401,"source":1846,"tags":2018},"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",[1144,693,671,742,496],{"title":2020,"description":2021,"path":2022,"category":1770,"date":616,"updatedAt":616,"sourceType":401,"source":2023,"tags":2024},"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",[483,552,981,1144,583],{"title":2026,"description":2027,"path":2028,"category":1770,"date":606,"updatedAt":606,"sourceType":401,"source":1870,"tags":2029},"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",[702,545,582,691,854],{"title":2055,"description":2056,"path":2057,"category":1770,"date":616,"updatedAt":616,"sourceType":401,"source":2058,"tags":2059},"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",[702,1216,545,426,448],{"title":2061,"description":2062,"path":2063,"category":1562,"date":409,"updatedAt":409,"sourceType":401,"source":1764,"tags":2064},"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",[1130,1131,408,1132],{"title":2066,"description":2067,"path":2068,"category":1770,"date":588,"updatedAt":588,"sourceType":401,"source":1784,"tags":2069},"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",[483,742,582,496,1035],{"title":2071,"description":2072,"path":2073,"category":1770,"date":606,"updatedAt":606,"sourceType":401,"source":2074,"tags":2075},"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",[591,590,2076,428,592],"threads",{"title":2078,"description":2079,"path":2080,"category":1770,"date":606,"updatedAt":606,"sourceType":401,"source":2081,"tags":2082},"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",[1945,662,637,441,476],{"title":2135,"description":2136,"path":2137,"category":1770,"date":616,"updatedAt":616,"sourceType":401,"source":2126,"tags":2138},"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",[1170,1320,608,591,449],{"title":2140,"description":2141,"path":2142,"category":1770,"date":1460,"updatedAt":1460,"sourceType":401,"source":2143,"tags":2144},"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",[1462,702,1488,1489,2145],"compatibility",{"title":2147,"description":2148,"path":2149,"category":1770,"date":537,"updatedAt":537,"sourceType":401,"source":1803,"tags":2150},"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",[1190,449,496,426,691],{"title":2152,"description":2153,"path":2154,"category":1770,"date":973,"updatedAt":973,"sourceType":401,"source":1918,"tags":2155},"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",[685,961,962,582,743],{"title":2182,"description":2183,"path":2184,"category":1562,"date":409,"updatedAt":409,"sourceType":401,"source":1784,"tags":2185},"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",[483,552,981,671,1859],{"title":2187,"description":2188,"path":2189,"category":1770,"date":973,"updatedAt":973,"sourceType":401,"source":2190,"tags":2191},"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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