[{"data":1,"prerenderedAt":3033},["ShallowReactive",2],{"docs:reference/dm-scope-and-identity-links":3,"content-manifest":524},{"id":4,"title":5,"body":6,"category":506,"date":507,"description":508,"extension":509,"meta":510,"navigation":511,"path":512,"seo":513,"source":514,"sourceName":515,"sourceType":516,"stem":517,"tags":518,"updatedAt":522,"__hash__":523},"docs/docs/reference/dm-scope-and-identity-links.md","dmScope 和 identityLinks 应该怎么一起用",{"type":7,"value":8,"toc":471},"minimark",[9,13,17,36,39,47,52,57,60,65,68,75,78,84,87,90,98,101,106,111,114,116,124,129,132,134,142,145,150,153,155,163,166,172,175,182,185,190,193,205,208,214,223,226,229,241,244,267,270,274,277,284,287,292,295,298,305,308,313,316,318,325,328,333,336,339,345,348,352,355,360,363,374,377,382,385,392,399,406,409,415,418,421,424,439,447,450],[10,11,5],"h1",{"id":12},"dmscope-和-identitylinks-应该怎么一起用",[14,15,16],"p",{},"OpenClaw 的 session 文档最近把一个很关键、但很容易被中文用户低估的点写得更清楚了：",[18,19,20,24],"ul",{},[21,22,23],"li",{},"DM 连续性不是只有“开”或“关”",[21,25,26,27,31,32,35],{},"它其实取决于 ",[28,29,30],"code",{},"dmScope"," 和 ",[28,33,34],{},"identityLinks"," 的组合",[14,37,38],{},"如果只改其中一个，很多多渠道和多人 DM 问题都不会真正解决。",[40,41,43,44,46],"h2",{"id":42},"先记住-dmscope-控制的是什么","先记住 ",[28,45,30],{}," 控制的是什么",[14,48,49,51],{},[28,50,30],{}," 控制的是：",[18,53,54],{},[21,55,56],{},"私聊消息如何落到 session key",[14,58,59],{},"也就是：",[18,61,62],{},[21,63,64],{},"哪些 DM 会共用一个上下文桶",[14,66,67],{},"它不直接回答“这是不是同一个人”，只是决定默认怎样分桶。",[40,69,71,72,74],{"id":70},"四种-dmscope-应该怎么理解","四种 ",[28,73,30],{}," 应该怎么理解",[14,76,77],{},"根据当前官方文档，更适合记成下面四种场景。",[79,80,82],"h3",{"id":81},"main",[28,83,81],{},[14,85,86],{},"所有 DM 折叠到 agent 主会话。",[14,88,89],{},"适合：",[18,91,92,95],{},[21,93,94],{},"单人使用",[21,96,97],{},"你希望多个个人入口共用连续上下文",[14,99,100],{},"风险是：",[18,102,103],{},[21,104,105],{},"如果多个不同的人都能 DM，这个主会话就可能被污染",[79,107,109],{"id":108},"per-peer",[28,110,108],{},[14,112,113],{},"按发送者身份分桶。",[14,115,89],{},[18,117,118,121],{},[21,119,120],{},"同一个人可能跨多个渠道找你",[21,122,123],{},"你希望按“人”而不是按“渠道”隔离",[79,125,127],{"id":126},"per-channel-peer",[28,128,126],{},[14,130,131],{},"按渠道加发送者分桶。",[14,133,89],{},[18,135,136,139],{},[21,137,138],{},"多人共享一个机器人入口",[21,140,141],{},"同一个 sender id 在不同渠道里不该被当成同一个上下文",[14,143,144],{},"官方也把它明确列成多用户 inbox 的推荐模式。",[79,146,148],{"id":147},"per-account-channel-peer",[28,149,147],{},[14,151,152],{},"按账号、渠道、发送者三层分桶。",[14,154,89],{},[18,156,157,160],{},[21,158,159],{},"一个网关接了多个同类账号",[21,161,162],{},"你不希望不同 bot/account 之间的 DM 意外串起来",[14,164,165],{},"这也是多账户环境更稳的默认思路。",[40,167,169,171],{"id":168},"identitylinks-真正解决什么问题",[28,170,34],{}," 真正解决什么问题",[14,173,174],{},"官方文档当前写得很直接：",[18,176,177],{},[21,178,179,181],{},[28,180,34],{}," 用来把带 provider 前缀的 peer id 映射到规范身份",[14,183,184],{},"也就是说，它不是在控制“要不要隔离”，而是在控制：",[18,186,187],{},[21,188,189],{},"跨渠道时哪些身份应该被视为同一个人",[14,191,192],{},"例如同一个人可能同时通过：",[18,194,195,200],{},[21,196,197],{},[28,198,199],{},"telegram:123456789",[21,201,202],{},[28,203,204],{},"discord:987654321012345678",[14,206,207],{},"来找同一个 agent。",[14,209,210,211,213],{},"如果你想让这两条 DM 共享同一个人类身份层，就要靠 ",[28,212,34],{},"。",[40,215,217,218,220,221],{"id":216},"为什么-identitylinks-不能代替-dmscope","为什么 ",[28,219,34],{}," 不能代替 ",[28,222,30],{},[14,224,225],{},"这是最容易混淆的点。",[14,227,228],{},"更准确的关系是：",[18,230,231,236],{},[21,232,233,235],{},[28,234,30],{}," 决定分桶形状",[21,237,238,240],{},[28,239,34],{}," 决定跨渠道时哪些 peer 可折叠到同一身份",[14,242,243],{},"所以：",[18,245,246,258],{},[21,247,248,249,251,252,254,255,257],{},"只配 ",[28,250,34],{}," 但 ",[28,253,30],{}," 还是 ",[28,256,81],{},"，多人 DM 仍可能混进一个主会话",[21,259,260,261,263,264,266],{},"只改 ",[28,262,30],{}," 但不配 ",[28,265,34],{},"，同一个人跨渠道也可能被拆成多个上下文",[40,268,269],{"id":269},"哪些组合更常见",[79,271,273],{"id":272},"单人-personal-assistant","单人 personal assistant",[14,275,276],{},"更常见的是：",[18,278,279],{},[21,280,281],{},[28,282,283],{},"dmScope: \"main\"",[14,285,286],{},"因为你要的是：",[18,288,289],{},[21,290,291],{},"手机、WebChat、不同私聊入口都尽量连续",[79,293,294],{"id":294},"多人共享机器人",[14,296,297],{},"更稳的是：",[18,299,300],{},[21,301,302],{},[28,303,304],{},"dmScope: \"per-channel-peer\"",[14,306,307],{},"因为你首先要避免的是：",[18,309,310],{},[21,311,312],{},"不同人的 DM 彼此污染",[79,314,315],{"id":315},"多账户团队环境",[14,317,297],{},[18,319,320],{},[21,321,322],{},[28,323,324],{},"dmScope: \"per-account-channel-peer\"",[14,326,327],{},"因为这能防止：",[18,329,330],{},[21,331,332],{},"不同 bot/account 的 sender 在 session 层被错误合并",[79,334,335],{"id":335},"同一个人跨多个渠道联系你",[14,337,338],{},"这时更值得加上：",[18,340,341],{},[21,342,343],{},[28,344,34],{},[14,346,347],{},"否则 Telegram 上的 Alice 和 Discord 上的 Alice 只会被当成两个独立 peer。",[40,349,351],{"id":350},"为什么-secure-dm-mode-值得重视","为什么 secure DM mode 值得重视",[14,353,354],{},"官方 FAQ 和 Security 文档最近都在强调同一件事：",[18,356,357],{},[21,358,359],{},"如果多个不同的人都能给 bot 发私信，就应该考虑 secure DM mode",[14,361,362],{},"它本质上指向的就是：",[18,364,365],{},[21,366,367,368,370,371,373],{},"把 ",[28,369,30],{}," 从 ",[28,372,81],{}," 换到更隔离的模式",[14,375,376],{},"这不是风格偏好，而是直接关系到：",[18,378,379],{},[21,380,381],{},"会不会发生跨用户上下文泄漏",[40,383,384],{"id":384},"中文用户最容易踩的坑",[79,386,388,389,391],{"id":387},"_1-只知道-main-和非-main","1. 只知道 ",[28,390,81],{}," 和“非 main”",[14,393,394,395,31,397,213],{},"实际还有两层更细的隔离强度：",[28,396,126],{},[28,398,147],{},[79,400,402,403,405],{"id":401},"_2-以为-identitylinks-是联系人备注","2. 以为 ",[28,404,34],{}," 是联系人备注",[14,407,408],{},"它实际会影响跨渠道 DM 是否共享同一身份上下文。",[79,410,412,413],{"id":411},"_3-多人入口还坚持-dmscope-main","3. 多人入口还坚持 ",[28,414,283],{},[14,416,417],{},"这在个人环境很顺手，在共享入口里风险很高。",[40,419,420],{"id":420},"一条更稳的选择顺序",[14,422,423],{},"建议按这个顺序做判断：",[425,426,427,430,433,436],"ol",{},[21,428,429],{},"是不是只有你一个人会 DM 这个 agent",[21,431,432],{},"是否存在多个渠道同时私聊",[21,434,435],{},"是否接了多个同类账号",[21,437,438],{},"是否希望同一个人跨渠道保持连续性",[14,440,441,442,31,444,446],{},"这四个问题答完后，",[28,443,30],{},[28,445,34],{}," 一般就很好定了。",[40,448,449],{"id":449},"下一步推荐",[18,451,452,459,465],{},[21,453,454],{},[455,456,458],"a",{"href":457},"/docs/manual/channel-routing-and-session-keys","频道与 Session 路由怎么决定上下文边界",[21,460,461],{},[455,462,464],{"href":463},"/docs/manual/session-and-pairing","Session 与配对机制",[21,466,467],{},[455,468,470],{"href":469},"/docs/operations/team-channel-session-strategy","团队频道里的 Session 隔离策略",{"title":472,"searchDepth":473,"depth":473,"links":474},"",2,[475,477,485,487,489,495,496,504,505],{"id":42,"depth":473,"text":476},"先记住 dmScope 控制的是什么",{"id":70,"depth":473,"text":478,"children":479},"四种 dmScope 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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",[773,1375,1376,1377],"github","issues","feedback",{"title":1379,"description":1380,"path":1381,"category":506,"updatedAt":568,"sourceType":516,"tags":1382},"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",[553,521,1383,1384],"settings","options",{"title":1386,"description":1387,"path":1388,"category":506,"updatedAt":610,"sourceType":516,"tags":1389},"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",[782,853,854,804,1144],{"title":1391,"description":1392,"path":1393,"category":506,"updatedAt":729,"sourceType":516,"tags":1394},"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",[1129,933,1395,1396,521],"scheduler","queue",{"title":1398,"description":1399,"path":1400,"category":506,"updatedAt":1082,"sourceType":516,"tags":1401},"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",[598,803,1402,1403,802],"secretref","sessionStorage",{"title":1405,"description":1406,"path":1407,"category":1408,"updatedAt":568,"sourceType":516,"tags":1409},"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",[1410,1411,1412,1163,922],"debugging","debug","runtime-overrides",{"title":1414,"description":1415,"path":1416,"category":506,"updatedAt":522,"sourceType":516,"tags":1417},"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",[1329,1418,1419,1411,521],"logging","flags",{"title":5,"description":508,"path":512,"category":506,"updatedAt":522,"sourceType":516,"tags":1421},[519,30,34,520,521],{"title":1423,"description":1424,"path":1425,"category":506,"updatedAt":522,"sourceType":516,"tags":1426},"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",[1163,1164,1329,1427,521],"migrations",{"title":1429,"description":1430,"path":1431,"category":506,"updatedAt":522,"sourceType":516,"tags":1432},"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",[1025,553,731,1433,521],"shell",{"title":1435,"description":1436,"path":1437,"category":506,"updatedAt":653,"sourceType":536,"tags":1438},"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",[1439,1239,773,1440,1241],"sources","trust",{"title":1442,"description":1443,"path":1444,"category":506,"updatedAt":610,"sourceType":516,"tags":1445},"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",[539,1446,986,1090,699],"rpc",{"title":1448,"description":1449,"path":1450,"category":506,"updatedAt":522,"sourceType":516,"tags":1451},"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",[853,854,539,698,521],{"title":1453,"description":1454,"path":1455,"category":506,"updatedAt":1082,"sourceType":516,"tags":1456},"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",[519,539,668,598,521],{"title":1458,"description":1459,"path":1460,"category":506,"updatedAt":729,"sourceType":516,"tags":1461},"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",[539,1090,1462,1463,521],"protocol","scopes",{"title":1465,"description":1466,"path":1467,"category":506,"updatedAt":720,"sourceType":516,"tags":1468},"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",[723,1469,520,939,872],"mention",{"title":1471,"description":1472,"path":1473,"category":506,"updatedAt":729,"sourceType":516,"tags":1474},"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",[1137,1475,1476,1477,521],"visibility","activeHours","alerts",{"title":1479,"description":1480,"path":1481,"category":506,"updatedAt":720,"sourceType":516,"tags":1482},"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",[1084,1090,1483,539,521],"sdk",{"title":1485,"description":1486,"path":1487,"category":506,"updatedAt":720,"sourceType":516,"tags":1488},"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",[553,1489,1114,1490,521],"include","arrays",{"title":1492,"description":1493,"path":1494,"category":506,"updatedAt":522,"sourceType":516,"tags":1495},"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",[959,1496,828,588,521],"invoke",{"title":1498,"description":1499,"path":1500,"category":506,"updatedAt":729,"sourceType":516,"tags":1501},"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",[543,1502,1503,1504,1505,521],"hybrid-search","ranking","mmr","retrieval",{"title":1507,"description":1508,"path":1509,"category":506,"updatedAt":653,"sourceType":516,"tags":1510},"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",[661,1511,802,813,521],"probe",{"title":1513,"description":1514,"path":1515,"category":506,"updatedAt":1020,"sourceType":516,"tags":1516},"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",[853,854,1353,1517,1144],"credentials",{"title":1519,"description":1520,"path":1521,"category":506,"updatedAt":653,"sourceType":516,"tags":1522},"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",[645,756,1523,1524,1241,521],"npm","pin",{"title":1526,"description":1527,"path":1528,"category":1408,"updatedAt":610,"sourceType":516,"tags":1529},"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",[1410,1530,922,813,885],"raw-stream",{"title":1532,"description":1533,"path":1534,"category":506,"updatedAt":729,"sourceType":516,"tags":1535},"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",[612,1536,802,539,521],"tlsFingerprint",{"title":1538,"description":1539,"path":1540,"category":506,"updatedAt":729,"sourceType":516,"tags":1541},"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",[723,1542,1543,1544,521],"mentions","pending-history","reply",{"title":1546,"description":1547,"path":1548,"category":506,"updatedAt":522,"sourceType":516,"tags":1549},"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",[1550,1551,1552,813,521],"secrets","secretrefs","runtime",{"title":1554,"description":1555,"path":1556,"category":506,"updatedAt":720,"sourceType":516,"tags":1557},"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",[519,562,30,853,939],{"title":1559,"description":1560,"path":1561,"category":506,"updatedAt":1562,"sourceType":516,"tags":1563},"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",[519,1564,1565,1039,521],"transcript","jsonl",{"title":1567,"description":1568,"path":1569,"category":506,"updatedAt":1562,"sourceType":516,"tags":1570},"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",[841,986,1571,1265,561],"store",{"title":1573,"description":1574,"path":1575,"category":506,"updatedAt":729,"sourceType":516,"tags":1576},"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",[562,1280,1265,1577,521],"ingress",{"title":1579,"description":1580,"path":1581,"category":506,"updatedAt":610,"sourceType":516,"tags":1582},"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",[986,1172,1583,922,1584],"health","troubleshooting",{"title":1586,"description":1587,"path":1588,"category":506,"updatedAt":1562,"sourceType":516,"tags":1589},"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",[1564,1590,813,1591,521],"hygiene","tool-calls",{"title":1593,"description":1594,"path":1595,"category":1408,"updatedAt":594,"sourceType":516,"tags":1596},"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",[1584,1163,1172,922],{"title":1598,"description":1599,"path":1600,"category":506,"updatedAt":522,"sourceType":516,"tags":1601},"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",[668,1602,1603,1564,521],"history","inject",{"title":1605,"description":1606,"path":1607,"category":1608,"updatedAt":653,"sourceType":516,"tags":1609},"国内云部署思路","面向中文团队整理 OpenClaw 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与更明确的管理面边界。","/news/openclaw-control-surface-watch-2026-03-21","https://docs.openclaw.ai/web/control-ui",[782,598,1122,853,612],{"title":1962,"description":1963,"path":1964,"category":1883,"date":1082,"updatedAt":1082,"sourceType":516,"source":1897,"tags":1965},"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",[598,1966,1402,802,782],"bootstrap",{"title":1968,"description":1969,"path":1970,"category":1883,"date":653,"updatedAt":653,"sourceType":516,"source":1897,"tags":1971},"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",[598,668,803,1402,520,1972],"web",{"title":1974,"description":1975,"path":1976,"category":1675,"date":535,"updatedAt":535,"sourceType":773,"source":1977,"tags":1978},"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",[550,554,774,1610],{"title":1980,"description":1981,"path":1982,"category":1883,"date":720,"updatedAt":720,"sourceType":516,"source":1983,"tags":1984},"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",[854,853,803,1157,1985],"rotate",{"title":1987,"description":1988,"path":1989,"category":1883,"date":522,"updatedAt":522,"sourceType":516,"source":1990,"tags":1991},"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",[1163,1329,1164,1410,561],{"title":1993,"description":1994,"path":1995,"category":1883,"date":720,"updatedAt":720,"sourceType":516,"source":1990,"tags":1996},"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",[1163,1164,1022,1242,1329],{"title":1998,"description":1999,"path":2000,"category":2001,"date":535,"updatedAt":535,"sourceType":773,"source":2002,"tags":2003},"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",[2004,2005,2006,2007],"education","adoption","ai-tutor","higher-education",{"title":2009,"description":2010,"path":2011,"category":2001,"date":535,"updatedAt":535,"sourceType":773,"source":2012,"tags":2013},"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",[560,1612,588,1610],{"title":2015,"description":2016,"path":2017,"category":1675,"date":610,"updatedAt":610,"sourceType":516,"source":2018,"tags":2019},"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",[554,756,645,647,775],{"title":2021,"description":2022,"path":2023,"category":1883,"date":720,"updatedAt":720,"sourceType":516,"source":2024,"tags":2025},"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",[539,853,2026,803,698],"pending",{"title":2028,"description":2029,"path":2030,"category":1883,"date":1082,"updatedAt":1082,"sourceType":516,"source":2031,"tags":2032},"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",[539,519,668,598,2033],"state",{"title":2035,"description":2036,"path":2037,"category":1883,"date":720,"updatedAt":720,"sourceType":516,"source":2038,"tags":2039},"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",[723,1469,939,872,520],{"title":2041,"description":2042,"path":2043,"category":1883,"date":729,"updatedAt":729,"sourceType":516,"source":2038,"tags":2044},"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",[723,1542,2045,722,965],"activation",{"title":2047,"description":2048,"path":2049,"category":1883,"date":720,"updatedAt":720,"sourceType":516,"source":2050,"tags":2051},"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",[553,1489,1114,1490,561],{"title":2053,"description":2054,"path":2055,"category":1675,"date":610,"updatedAt":610,"sourceType":516,"source":2056,"tags":2057},"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",[2058,1612,2059,2060,2061],"showcase","home-assistant","nix","infrastructure",{"title":2063,"description":2064,"path":2065,"category":1883,"date":522,"updatedAt":522,"sourceType":516,"source":514,"tags":2066},"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",[2058,543,811,2094,2095],"vector-search","knowledge",{"title":2097,"description":2098,"path":2099,"category":1883,"date":720,"updatedAt":720,"sourceType":516,"source":2100,"tags":2101},"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",[1469,723,748,750,819],{"title":2103,"description":2104,"path":2105,"category":1883,"date":522,"updatedAt":522,"sourceType":516,"source":2106,"tags":2107},"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",[872,668,520,876,541],{"title":2109,"description":2110,"path":2111,"category":1883,"date":653,"updatedAt":653,"sourceType":516,"source":1940,"tags":2112},"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",[661,1511,813,802,1201],{"title":2114,"description":2115,"path":2116,"category":1883,"date":720,"updatedAt":720,"sourceType":516,"source":2117,"tags":2118},"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 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和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1254,804,782,853,612],{"title":2132,"description":2133,"path":2134,"category":1883,"date":729,"updatedAt":729,"sourceType":516,"source":2135,"tags":2136},"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",[598,668,1090,1254,699],{"title":2138,"description":2139,"path":2140,"category":1883,"date":720,"updatedAt":720,"sourceType":516,"source":1983,"tags":2141},"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",[813,661,698,802,965],{"title":2167,"description":2168,"path":2169,"category":1883,"date":729,"updatedAt":729,"sourceType":516,"source":2170,"tags":2171},"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",[813,1323,661,539,561],{"title":2173,"description":2174,"path":2175,"category":1675,"date":610,"updatedAt":610,"sourceType":516,"source":1877,"tags":2176},"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",[1239,1240,1242,1241],{"title":2178,"description":2179,"path":2180,"category":1883,"date":522,"updatedAt":522,"sourceType":516,"source":1897,"tags":2181},"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",[598,853,698,612,1144],{"title":2183,"description":2184,"path":2185,"category":1883,"date":720,"updatedAt":720,"sourceType":516,"source":2186,"tags":2187},"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",[520,705,2188,541,706],"threads",{"title":2190,"description":2191,"path":2192,"category":1883,"date":720,"updatedAt":720,"sourceType":516,"source":2193,"tags":2194},"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",[2058,773,748,554,589],{"title":2247,"description":2248,"path":2249,"category":1883,"date":729,"updatedAt":729,"sourceType":516,"source":2238,"tags":2250},"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",[1280,34,722,520,562],{"title":2252,"description":2253,"path":2254,"category":1883,"date":1562,"updatedAt":1562,"sourceType":516,"source":2255,"tags":2256},"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",[1564,813,1590,1591,2257],"compatibility",{"title":2259,"description":2260,"path":2261,"category":1883,"date":653,"updatedAt":653,"sourceType":516,"source":1916,"tags":2262},"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",[1298,562,612,539,802],{"title":2264,"description":2265,"path":2266,"category":1883,"date":1082,"updatedAt":1082,"sourceType":516,"source":2031,"tags":2267},"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",[796,1070,1071,698,854],{"title":2294,"description":2295,"path":2296,"category":1675,"date":610,"updatedAt":610,"sourceType":516,"source":1897,"tags":2297},"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",[598,668,1090,782,1972],{"title":2299,"description":2300,"path":2301,"category":1883,"date":1082,"updatedAt":1082,"sourceType":516,"source":2302,"tags":2303},"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",[562,885,560,552],{"title":2347,"description":2348,"path":2349,"category":2350,"date":594,"updatedAt":594,"sourceType":773,"source":2351,"tags":2352},"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",[562,885,1224,655],{"title":2354,"description":2355,"path":2356,"category":1756,"date":1676,"updatedAt":594,"sourceType":516,"source":1677,"tags":2357},"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",[1008,885,1758,571],{"title":2359,"description":2360,"path":2361,"category":1735,"date":1703,"updatedAt":568,"sourceType":1375,"source":1704,"tags":2362},"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 个，覆盖更多应用场景。","/news/skills-marketplace-400",[554,1798,773,2363],"marketplace",{"title":2365,"description":2366,"path":2367,"category":1756,"date":1676,"updatedAt":594,"sourceType":516,"source":1677,"tags":2368},"OpenClaw Slack 工作区集成","了解如何将 OpenClaw 集成到 Slack 工作区，实现团队协作。","/news/slack-workspace",[819,690,1758,571],{"title":2370,"description":2371,"path":2372,"category":1695,"date":1676,"updatedAt":594,"sourceType":516,"source":1677,"tags":2373},"OpenClaw Tailscale 远程访问完全指南","了解如何使用 Tailscale 安全远程访问 OpenClaw，包括 Serve、Funnel 和身份认证。","/news/tailscale-integration",[1122,612,2374,562],"vpn",{"title":2376,"description":2377,"path":2378,"category":1756,"date":1676,"updatedAt":594,"sourceType":516,"source":1677,"tags":2379},"OpenClaw Telegram Bot 配置指南","了解如何创建和配置 Telegram Bot 连接到 OpenClaw。","/news/telegram-bot",[748,1046,1758,571],{"title":2381,"description":2382,"path":2383,"category":2384,"date":1676,"updatedAt":594,"sourceType":516,"source":1677,"tags":2385},"OpenClaw 与 VirusTotal 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