[{"data":1,"prerenderedAt":2836},["ShallowReactive",2],{"best-practices:dashboard-auth-bootstrap-and-drift":3,"content-manifest":329},{"id":4,"title":5,"body":6,"category":307,"date":308,"description":309,"difficulty":310,"extension":311,"meta":312,"navigation":313,"path":314,"seo":315,"source":316,"sourceName":317,"sourceType":318,"stem":319,"tags":320,"updatedAt":327,"__hash__":328},"bestPractices/best-practices/dashboard-auth-bootstrap-and-drift.md","Dashboard 认证引导与 token 漂移该怎么处理",{"type":7,"value":8,"toc":287},"minimark",[9,13,22,32,37,40,43,54,61,67,73,76,90,93,97,100,103,117,120,131,135,138,146,153,166,174,180,191,194,197,200,220,223,228,231,235,238,242,245,249,263,266],[10,11,5],"h1",{"id":12},"dashboard-认证引导与-token-漂移该怎么处理",[14,15,16,17,21],"p",{},"最近官方对 ",[18,19,20],"code",{},"openclaw dashboard"," 和 Web Dashboard 文档补得更细以后，一个很值得中文用户单独记住的点是：",[23,24,25,29],"ul",{},[26,27,28],"li",{},"Dashboard 打不开，很多时候不是网页坏了",[26,30,31],{},"而是本地、远程、token、SecretRef 和浏览器状态混在一起了",[33,34,36],"h2",{"id":35},"第一原则先区分你是在本地还是远程","第一原则：先区分你是在本地还是远程",[14,38,39],{},"这一步最重要。",[14,41,42],{},"更稳的判断通常是：",[23,44,45,51],{},[26,46,47,48],{},"本地：直接确认 ",[18,49,50],{},"127.0.0.1:18789",[26,52,53],{},"远程：优先 SSH tunnel、Tailscale Serve 或明确 tailnet 入口",[14,55,56,57,60],{},"如果这一步不先分开，后面看到 ",[18,58,59],{},"1008 unauthorized"," 很容易误判。",[33,62,64,65],{"id":63},"第二原则优先用-openclaw-dashboard","第二原则：优先用 ",[18,66,20],{},[14,68,69,70,72],{},"根据当前官方 CLI 文档，",[18,71,20],{}," 现在已经不只是“帮你打开浏览器”，而是在尽量走更稳的认证引导路径。",[14,74,75],{},"尤其是当：",[23,77,78,81,87],{},[26,79,80],{},"token 来自配置",[26,82,83,84],{},"token 来自 ",[18,85,86],{},"OPENCLAW_GATEWAY_TOKEN",[26,88,89],{},"token 来自 SecretRef",[14,91,92],{},"它比手打 URL 更少变量。",[33,94,96],{"id":95},"第三原则secretref-token-场景不要期待-tokenized-url","第三原则：SecretRef token 场景不要期待 tokenized URL",[14,98,99],{},"这是最近官方补得很值的一条边界。",[14,101,102],{},"当前 CLI 文档明确说明：",[23,104,105,112],{},[26,106,107,108,111],{},"如果 ",[18,109,110],{},"gateway.auth.token"," 是 SecretRef-managed",[26,113,114,116],{},[18,115,20],{}," 会故意输出 non-tokenized URL",[14,118,119],{},"原因不是功能不全，而是为了避免把外部 secret 暴露到：",[23,121,122,125,128],{},[26,123,124],{},"终端输出",[26,126,127],{},"剪贴板历史",[26,129,130],{},"浏览器启动参数",[33,132,134],{"id":133},"第四原则浏览器里的-token-是临时引导不是长期真相","第四原则：浏览器里的 token 是临时引导，不是长期真相",[14,136,137],{},"根据最近官方 Web Dashboard 文档，Control UI 会：",[23,139,140,143],{},[26,141,142],{},"把 URL token 从地址上剥掉",[26,144,145],{},"在当前浏览器 tab/session 范围内保存当前 gateway URL 的鉴权状态",[14,147,148,149,152],{},"这意味着浏览器缓存很重要，但它不是最终事实来源。",[150,151],"br",{},"\n真正的 auth source 仍然应该回到：",[23,154,155,159,163],{},[26,156,157],{},[18,158,110],{},[26,160,161],{},[18,162,86],{},[26,164,165],{},"SecretRef 上游",[33,167,169,170,173],{"id":168},"第五原则auth_token_mismatch-更像状态漂移而不是站点坏了","第五原则：",[18,171,172],{},"AUTH_TOKEN_MISMATCH"," 更像“状态漂移”而不是“站点坏了”",[14,175,176,177,179],{},"最近官方文档对 token drift 的处理已经更明确。",[150,178],{},"\n更稳的理解方式是：",[23,181,182,185,188],{},[26,183,184],{},"Gateway 端 token 变了",[26,186,187],{},"浏览器端还在拿旧值",[26,189,190],{},"当前实例归属或缓存状态漂了",[14,192,193],{},"这不是前端小故障，而是认证状态不一致。",[33,195,196],{"id":196},"一条更稳的恢复顺序",[14,198,199],{},"通常更适合按这条线走：",[201,202,203,206,209,214,217],"ol",{},[26,204,205],{},"先确认 Gateway 可达",[26,207,208],{},"再确认当前是本地还是远程",[26,210,211,212],{},"再跑 ",[18,213,20],{},[26,215,216],{},"如果是 SecretRef token，优先回到 secret provider 或当前 shell 环境",[26,218,219],{},"必要时在 Dashboard 设置里重新粘贴 token",[33,221,222],{"id":222},"最容易踩的坑",[224,225,227],"h3",{"id":226},"_1-远程时还拿本地-url-判断","1. 远程时还拿本地 URL 判断",[14,229,230],{},"会把实例归属搞混。",[224,232,234],{"id":233},"_2-看到-non-tokenized-url-就以为-cli-出错","2. 看到 non-tokenized URL 就以为 CLI 出错",[14,236,237],{},"在 SecretRef 场景下这反而是官方故意的安全设计。",[224,239,241],{"id":240},"_3-把浏览器缓存当最终-token-来源","3. 把浏览器缓存当最终 token 来源",[14,243,244],{},"真正的 token 还是要回到 Gateway 侧配置。",[33,246,248],{"id":247},"什么时候该怀疑-token-漂移","什么时候该怀疑 token 漂移",[23,250,251,254,257,260],{},[26,252,253],{},"最近重生过 token",[26,255,256],{},"切过不同 Gateway",[26,258,259],{},"本地和远程实例来回切换",[26,261,262],{},"当前浏览器曾连接过别的环境",[33,264,265],{"id":265},"下一步推荐",[23,267,268,275,281],{},[26,269,270],{},[271,272,274],"a",{"href":273},"/docs/manual/dashboard-fast-path-and-auth","Dashboard 快速打开与认证行为",[26,276,277],{},[271,278,280],{"href":279},"/docs/reference/secret-refs-and-runtime-snapshot","SecretRefs 和运行时快照应该怎么理解",[26,282,283],{},[271,284,286],{"href":285},"/docs/operations/control-ui-remote-access","远程打开 Control UI 的正确方式",{"title":288,"searchDepth":289,"depth":289,"links":290},"",2,[291,292,294,295,296,298,299,305,306],{"id":35,"depth":289,"text":36},{"id":63,"depth":289,"text":293},"第二原则：优先用 openclaw dashboard",{"id":95,"depth":289,"text":96},{"id":133,"depth":289,"text":134},{"id":168,"depth":289,"text":297},"第五原则：AUTH_TOKEN_MISMATCH 更像“状态漂移”而不是“站点坏了”",{"id":196,"depth":289,"text":196},{"id":222,"depth":289,"text":222,"children":300},[301,303,304],{"id":226,"depth":302,"text":227},3,{"id":233,"depth":302,"text":234},{"id":240,"depth":302,"text":241},{"id":247,"depth":289,"text":248},{"id":265,"depth":289,"text":265},"运维实践",null,"结合最新官方 dashboard CLI 与 Web Dashboard 文档，整理一套更稳的 Dashboard 打开和鉴权恢复顺序，避免把本地、远程、SecretRef token 和浏览器缓存问题混成一个故障。","中级","md",{},true,"/best-practices/dashboard-auth-bootstrap-and-drift",{"title":5,"description":309},"https://docs.openclaw.ai/web/dashboard","OpenClaw 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核心概念","用一页建立 OpenClaw 的核心心智图，分清 Gateway、Agent、Channels、Tools、Skills、Memory 和 Control UI 各自负责什么。","/docs/getting-started/core-concepts","入门","2026-03-16","internal",[343,344,345,346,347,348],"concepts","gateway","agent","channels","tools","memory",{"title":350,"description":351,"path":352,"category":339,"updatedAt":353,"sourceType":341,"tags":354},"如果你是开发团队，应该先走哪条入口","面向开发团队和独立开发者，帮助判断应该先理解架构、配置、渠道还是扩展能力，避免刚跑通就把 OpenClaw 做成一团难维护的实验场。","/docs/getting-started/developer-team-entry","2026-03-23",[355,356,357,358,359],"developers","teams","architecture","configuration","skills",{"title":361,"description":362,"path":363,"category":339,"updatedAt":353,"sourceType":341,"tags":364},"如果你是企业运维，应该先走哪条入口","面向企业运维和长期维护者，帮助判断应该先看 Gateway、远程访问、安全还是升级治理，避免把 OpenClaw 当成一次性安装项目。","/docs/getting-started/enterprise-ops-entry",[365,326,344,366,367],"enterprise","security","upgrades",{"title":369,"description":370,"path":371,"category":339,"updatedAt":372,"sourceType":318,"tags":373},"创建第一个 Agent","从零开始创建你的第一个 OpenClaw Agent，理解 Agent 的基本概念和配置方式。","/docs/getting-started/first-agent","2026-03-12",[345,374,375,376],"quickstart","tutorial","basics",{"title":378,"description":379,"path":380,"category":339,"updatedAt":372,"sourceType":318,"tags":381},"接入第一个渠道","学习如何将 OpenClaw Agent 接入消息渠道，实现多平台统一管理。","/docs/getting-started/first-channel",[346,374,375,376],{"title":383,"description":384,"path":385,"category":339,"updatedAt":372,"sourceType":318,"tags":386},"添加第一个技能","学习如何为 OpenClaw Agent 添加和配置技能，让助手具备更多能力。","/docs/getting-started/first-skill",[359,374,375,376],{"title":388,"description":389,"path":390,"category":339,"updatedAt":372,"sourceType":318,"tags":391},"创建第一个工作流","学习如何使用 OpenClaw 的工作流功能，实现自动化任务处理。","/docs/getting-started/first-workflow",[392,393,374,375],"workflow","automation",{"title":395,"description":396,"path":397,"category":339,"updatedAt":398,"sourceType":318,"tags":399},"快速入门","按官方推荐链路，在本机完成 OpenClaw 的安装、初始化、状态检查和第一次进入 Control UI。","/docs/getting-started/getting-started","2026-03-11",[374,400,401,321],"installation","onboarding",{"title":403,"description":404,"path":405,"category":339,"updatedAt":398,"sourceType":318,"tags":406},"Onboarding 引导流程说明","基于官方 Onboarding 思路，说明第一次配置 OpenClaw 时应该先做什么、后做什么，以及哪些事情不要过早展开。","/docs/getting-started/onboarding-guide",[401,407,408,344],"daemon","setup",{"title":410,"description":411,"path":412,"category":339,"updatedAt":413,"sourceType":318,"tags":414},"Onboarding 的本地模式和远程模式怎么选","基于最新官方 Onboarding Wizard 文档，整理 openclaw onboard 在 local 与 remote 两种模式下分别会做什么、不会做什么，以及第一次使用更适合走哪条路。","/docs/getting-started/onboarding-local-vs-remote","2026-03-21",[401,415,416,344,417],"remote","local","wizard",{"title":419,"description":420,"path":421,"category":339,"updatedAt":353,"sourceType":341,"tags":422},"如果你是个人用户，应该先走哪条入口","面向个人重度使用者，帮助判断应该先从 Dashboard、WebChat、渠道、模型还是 Skills 开始，而不是一上来就把整套能力全部接齐。","/docs/getting-started/personal-user-entry",[423,424,321,346,359],"personal","getting-started",{"title":426,"description":427,"path":428,"category":429,"updatedAt":398,"sourceType":318,"tags":430},"如何开始系统理解 OpenClaw","给第一次接触 OpenClaw 的中文用户一条更清晰的阅读顺序，先建立整体认知，再进入安装、接入和运维细节。","/docs/getting-started/reading-path","使用指南",[431,432,433,401],"reading-path","overview","docs",{"title":435,"description":436,"path":437,"category":438,"updatedAt":439,"sourceType":318,"tags":440},"OpenClaw 是什么","用中文快速理解 OpenClaw 的定位、使用方式和它与普通聊天产品的差别。","/docs/getting-started/what-is-openclaw","产品","2026-03-13",[432,441,346,442],"self-hosted","assistant",{"title":444,"description":445,"path":446,"category":339,"updatedAt":353,"sourceType":341,"tags":447},"我什么时候再上 Skills、Plugins 和多 Agent","帮你判断现在是否已经适合进入 Skills、Plugins、Hooks 或多 Agent 扩展，而不是在基础链路未稳定时过早堆复杂度。","/docs/getting-started/when-to-add-skills-plugins-and-multi-agent",[359,448,449,450,451],"plugins","multi-agent","hooks","decision",{"title":453,"description":454,"path":455,"category":339,"updatedAt":327,"sourceType":341,"tags":456},"我什么时候该开始接入渠道","帮你判断现在是否已经适合进入 Telegram、WhatsApp、飞书等渠道接入，而不是在最小链路未稳定时过早增加复杂度。","/docs/getting-started/when-to-connect-channels",[346,401,451,344,457],"safety",{"title":459,"description":460,"path":461,"category":339,"updatedAt":327,"sourceType":341,"tags":462},"模型、配置和安全这三页分别什么时候看","用最短方式判断什么时候该去看模型选择、关键配置和安全实践，避免把问题带到错误页面里越看越乱。","/docs/getting-started/when-to-read-models-config-security",[463,464,366,451,424],"models","configurations",{"title":466,"description":467,"path":468,"category":339,"updatedAt":327,"sourceType":341,"tags":469},"Dashboard、WebChat 和聊天渠道分别什么时候用","把 OpenClaw 最常见的三个使用入口拆开，帮助你判断什么时候该进 Dashboard，什么时候该用 WebChat，什么时候才值得接入 Telegram、飞书或 WhatsApp。","/docs/getting-started/when-to-use-dashboard-webchat-or-channels",[321,470,346,451,424],"webchat",{"title":472,"description":473,"path":474,"category":339,"updatedAt":327,"sourceType":341,"tags":475},"我应该先从哪个页面开始","面向第一次进入中文站的用户，按目标、角色和当前问题判断应该先看文档、学习路径、主题中心、视频还是案例。","/docs/getting-started/which-page-should-i-start-with",[424,451,433,476,477],"paths","topics",{"title":479,"description":480,"path":481,"category":438,"updatedAt":398,"sourceType":318,"tags":482},"OpenClaw 适合哪些用户","判断你是否真的需要 OpenClaw，以及它更适合哪类中文用户和团队。","/docs/getting-started/who-is-openclaw-for",[483,356,484,441],"users","scenarios",{"title":486,"description":487,"path":488,"category":489,"updatedAt":398,"sourceType":490,"tags":491},"Agent 工作区结构说明","了解 OpenClaw 工作区里各类核心文件的作用，包括 AGENTS、SOUL、USER、MEMORY、日志、skills 和 sessions。","/docs/manual/agent-workspace","功能","third-party",[492,493,348,359],"workspace","soul",{"title":495,"description":496,"path":497,"category":498,"updatedAt":398,"sourceType":318,"tags":499},"Gateway 架构概览","理解 OpenClaw 的 Gateway、Control-plane 客户端和 Nodes 如何协作，以及为什么它是一个单一长连接网关系统。","/docs/manual/architecture","架构",[344,500,357,501],"nodes","control-plane",{"title":503,"description":504,"path":505,"category":489,"updatedAt":506,"sourceType":318,"tags":507},"bindings 的优先级怎么影响 agent 选择","基于最新官方 Channel Routing 与 Configuration 文档，解释 peer、guild、team、account、channel 和 default agent 的命中顺序，以及为什么 binding 命中问题常常看起来像“模型选错了”。","/docs/manual/bindings-precedence-and-agent-selection","2026-03-22",[508,509,510,346,358],"bindings","routing","agents",{"title":512,"description":513,"path":514,"category":489,"updatedAt":327,"sourceType":318,"tags":515},"BlueBubbles 与 iMessage 接入","为什么官方更推荐 BlueBubbles，而不是 legacy imsg，以及远程 Mac 和 webhook 模式下该注意什么。","/docs/manual/bluebubbles-imessage",[346,516,517,518,519],"bluebubbles","imessage","macos","webhook",{"title":521,"description":522,"path":523,"category":489,"updatedAt":524,"sourceType":318,"tags":525},"Broadcast Groups 和普通 routing 的边界怎么区分","基于最新官方 Broadcast Groups 与 Channel Routing 文档，解释 Broadcast Groups 何时会生效、为什么它不是 bindings 的替代品，以及多代理同群运行时的 session、工具和响应顺序边界。","/docs/manual/broadcast-groups-and-routing-boundaries","2026-03-25",[526,509,527,510,528],"broadcast","groups","session",{"title":530,"description":531,"path":532,"category":533,"updatedAt":534,"sourceType":318,"tags":535},"Broadcast 和普通 bindings 谁先生效，什么时候该用哪一个","基于最新官方 Broadcast Groups、Channel Routing 与 Groups 文档，整理 broadcast、bindings、group policy 和 mention gating 的生效顺序，帮助团队区分“多 agent 协作”和“单 agent 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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",[1249,1041,580,1250,1043],"sources","trust",{"title":1252,"description":1253,"path":1254,"category":1123,"updatedAt":413,"sourceType":318,"tags":1255},"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",[344,1256,788,894,501],"rpc",{"title":1258,"description":1259,"path":1260,"category":1123,"updatedAt":506,"sourceType":318,"tags":1261},"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",[655,656,344,500,1129],{"title":1263,"description":1264,"path":1265,"category":1123,"updatedAt":886,"sourceType":318,"tags":1266},"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",[528,344,470,321,1129],{"title":1268,"description":1269,"path":1270,"category":1123,"updatedAt":534,"sourceType":318,"tags":1271},"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",[344,894,1272,1273,1129],"protocol","scopes",{"title":1275,"description":1276,"path":1277,"category":1123,"updatedAt":524,"sourceType":318,"tags":1278},"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",[527,1279,509,741,674],"mention",{"title":1281,"description":1282,"path":1283,"category":1123,"updatedAt":534,"sourceType":318,"tags":1284},"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",[939,1285,1286,1287,1129],"visibility","activeHours","alerts",{"title":1289,"description":1290,"path":1291,"category":1123,"updatedAt":524,"sourceType":318,"tags":1292},"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",[888,894,1293,344,1129],"sdk",{"title":1295,"description":1296,"path":1297,"category":1123,"updatedAt":524,"sourceType":318,"tags":1298},"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",[358,1299,918,1300,1129],"include","arrays",{"title":1302,"description":1303,"path":1304,"category":1123,"updatedAt":506,"sourceType":318,"tags":1305},"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",[761,1306,630,392,1129],"invoke",{"title":1308,"description":1309,"path":1310,"category":1123,"updatedAt":534,"sourceType":318,"tags":1311},"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",[348,1312,1313,1314,1315,1129],"hybrid-search","ranking","mmr","retrieval",{"title":1317,"description":1318,"path":1319,"category":1123,"updatedAt":327,"sourceType":318,"tags":1320},"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",[463,1321,322,615,1129],"probe",{"title":1323,"description":1324,"path":1325,"category":1123,"updatedAt":824,"sourceType":318,"tags":1326},"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",[655,656,1159,1327,946],"credentials",{"title":1329,"description":1330,"path":1331,"category":1123,"updatedAt":327,"sourceType":318,"tags":1332},"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",[448,563,1333,1334,1043,1129],"npm","pin",{"title":1336,"description":1337,"path":1338,"category":1213,"updatedAt":413,"sourceType":318,"tags":1339},"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",[1215,1340,724,615,687],"raw-stream",{"title":1342,"description":1343,"path":1344,"category":1123,"updatedAt":534,"sourceType":318,"tags":1345},"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",[415,1346,322,344,1129],"tlsFingerprint",{"title":1348,"description":1349,"path":1350,"category":1123,"updatedAt":534,"sourceType":318,"tags":1351},"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",[527,1352,1353,1354,1129],"mentions","pending-history","reply",{"title":280,"description":1356,"path":279,"category":1123,"updatedAt":506,"sourceType":318,"tags":1357},"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”。",[1358,1359,1360,615,1129],"secrets","secretrefs","runtime",{"title":1362,"description":1363,"path":1364,"category":1123,"updatedAt":524,"sourceType":318,"tags":1365},"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",[528,366,1230,655,741],{"title":1367,"description":1368,"path":1369,"category":1123,"updatedAt":1370,"sourceType":318,"tags":1371},"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",[528,1372,1373,843,1129],"transcript","jsonl",{"title":1375,"description":1376,"path":1377,"category":1123,"updatedAt":1370,"sourceType":318,"tags":1378},"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",[643,788,1379,1067,326],"store",{"title":1381,"description":1382,"path":1383,"category":1123,"updatedAt":534,"sourceType":318,"tags":1384},"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",[366,1082,1067,1385,1129],"ingress",{"title":1387,"description":1388,"path":1389,"category":1123,"updatedAt":413,"sourceType":318,"tags":1390},"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",[788,974,1391,724,1392],"health","troubleshooting",{"title":1394,"description":1395,"path":1396,"category":1123,"updatedAt":1370,"sourceType":318,"tags":1397},"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",[1372,1398,615,1399,1129],"hygiene","tool-calls",{"title":1401,"description":1402,"path":1403,"category":1213,"updatedAt":398,"sourceType":318,"tags":1404},"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",[1392,965,974,724],{"title":1406,"description":1407,"path":1408,"category":1123,"updatedAt":506,"sourceType":318,"tags":1409},"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",[470,1410,1411,1372,1129],"history","inject",{"title":1413,"description":1414,"path":1415,"category":1416,"updatedAt":327,"sourceType":318,"tags":1417},"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",[1418,1419,1420,1421,993,994],"china","cloud","deployment","feishu",{"title":1423,"description":1424,"path":1425,"category":1416,"updatedAt":398,"sourceType":318,"tags":1426},"部署方式怎么选","从本地安装、Docker、国内云模板和海外一键部署四类路径理解 OpenClaw 的部署选择，而不是只追求“最快装上”。","/docs/setup/deployment-options",[1420,416,1427,1419,1428],"docker","wsl2",{"title":1430,"description":1431,"path":1432,"category":1416,"updatedAt":834,"sourceType":318,"tags":1433},"OpenClaw 安装与环境","按官方推荐方式安装 OpenClaw，并根据本地开发、WSL2 和生产部署场景选择合适的安装路径。","/docs/setup/installation",[400,1333,1434,1428],"install-script",{"title":1436,"description":1437,"path":1438,"category":1416,"updatedAt":413,"sourceType":318,"tags":1439},"安装器方式和升级路径怎么选","基于最新官方 Install 与 Updating 文档，整理 install.sh、install-cli.sh、PowerShell 安装器、全局包安装和 git 安装各自适合什么场景，以及后续升级时应该走哪条路径。","/docs/setup/installer-methods-and-upgrade-paths",[400,1440,1434,1441,1044],"updater","git",{"title":1443,"description":1444,"path":1445,"category":1416,"updatedAt":372,"sourceType":318,"tags":1446},"安装器、更新与卸载","基于官方安装器、更新和卸载文档，整理 OpenClaw 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状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[965,966,826,1044,1135],{"title":1805,"description":1806,"path":1807,"category":1808,"date":340,"updatedAt":340,"sourceType":580,"source":1809,"tags":1810},"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",[1811,1812,1813,1814],"education","adoption","ai-tutor","higher-education",{"title":1816,"description":1817,"path":1818,"category":1808,"date":340,"updatedAt":340,"sourceType":580,"source":1819,"tags":1820},"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",[365,1420,392,1418],{"title":1822,"description":1823,"path":1824,"category":1483,"date":413,"updatedAt":413,"sourceType":318,"source":1825,"tags":1826},"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",[359,563,448,450,582],{"title":1828,"description":1829,"path":1830,"category":1691,"date":524,"updatedAt":524,"sourceType":318,"source":1831,"tags":1832},"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",[344,655,1833,323,500],"pending",{"title":1835,"description":1836,"path":1837,"category":1691,"date":886,"updatedAt":886,"sourceType":318,"source":1838,"tags":1839},"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",[344,528,470,321,1840],"state",{"title":1842,"description":1843,"path":1844,"category":1691,"date":524,"updatedAt":524,"sourceType":318,"source":1845,"tags":1846},"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 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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",[358,1299,918,1300,326],{"title":1860,"description":1861,"path":1862,"category":1483,"date":413,"updatedAt":413,"sourceType":318,"source":1863,"tags":1864},"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",[1865,1420,1866,1867,1868],"showcase","home-assistant","nix","infrastructure",{"title":1870,"description":1871,"path":1872,"category":1691,"date":506,"updatedAt":506,"sourceType":318,"source":1873,"tags":1874},"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",[643,348,843,1761,767],{"title":1876,"description":1877,"path":1878,"category":1691,"date":506,"updatedAt":506,"sourceType":318,"source":1879,"tags":1880},"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",[1044,931,643,932,326],{"title":1882,"description":1883,"path":1884,"category":1510,"date":1484,"updatedAt":398,"sourceType":1181,"source":1512,"tags":1885},"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",[1041,1114,1042,359,366],{"title":1887,"description":1888,"path":1889,"category":1691,"date":327,"updatedAt":327,"sourceType":318,"source":1890,"tags":1891},"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",[1865,348,613,1902,1903],"vector-search","knowledge",{"title":1905,"description":1906,"path":1907,"category":1691,"date":524,"updatedAt":524,"sourceType":318,"source":1908,"tags":1909},"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",[1279,527,555,557,621],{"title":1911,"description":1912,"path":1913,"category":1691,"date":506,"updatedAt":506,"sourceType":318,"source":1914,"tags":1915},"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",[674,470,509,678,346],{"title":1917,"description":1918,"path":1919,"category":1691,"date":327,"updatedAt":327,"sourceType":318,"source":1747,"tags":1920},"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",[463,1321,615,322,1003],{"title":1922,"description":1923,"path":1924,"category":1691,"date":524,"updatedAt":524,"sourceType":318,"source":1925,"tags":1926},"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",[500,654,344,655,656],{"title":1928,"description":1929,"path":1930,"category":1483,"date":413,"updatedAt":413,"sourceType":318,"source":1931,"tags":1932},"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",[401,1467,1933,1468,1044],"install",{"title":1935,"description":1936,"path":1937,"category":1691,"date":886,"updatedAt":886,"sourceType":318,"source":1766,"tags":1938},"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",[1056,325,589,655,415],{"title":1940,"description":1941,"path":1942,"category":1691,"date":534,"updatedAt":534,"sourceType":318,"source":1943,"tags":1944},"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",[321,470,894,1056,501],{"title":1946,"description":1947,"path":1948,"category":1691,"date":524,"updatedAt":524,"sourceType":318,"source":1790,"tags":1949},"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",[655,1159,346,1160,326],{"title":1951,"description":1952,"path":1953,"category":1483,"date":413,"updatedAt":413,"sourceType":318,"source":1954,"tags":1955},"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",[448,581,450,580,582],{"title":1957,"description":1958,"path":1959,"category":1691,"date":327,"updatedAt":327,"sourceType":318,"source":1960,"tags":1961},"OpenClaw 插件观察：安装 spec 和 update tracking 正在决定插件后续会沿哪条轨道走","基于 2026 年 3 月 24 日可见的官方 plugins CLI 文档，最近插件层最值得关注的变化之一是 install spec、--pin 与 plugins.installs 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执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[615,463,500,322,767],{"title":1975,"description":1976,"path":1977,"category":1691,"date":534,"updatedAt":534,"sourceType":318,"source":1978,"tags":1979},"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",[615,1128,463,344,326],{"title":1981,"description":1982,"path":1983,"category":1483,"date":413,"updatedAt":413,"sourceType":318,"source":1685,"tags":1984},"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",[1041,1042,1044,1043],{"title":1986,"description":1987,"path":1988,"category":1691,"date":506,"updatedAt":506,"sourceType":318,"source":316,"tags":1989},"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",[321,655,500,415,946],{"title":1991,"description":1992,"path":1993,"category":1691,"date":524,"updatedAt":524,"sourceType":318,"source":1994,"tags":1995},"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",[509,508,1996,346,510],"threads",{"title":1998,"description":1999,"path":2000,"category":1691,"date":524,"updatedAt":524,"sourceType":318,"source":2001,"tags":2002},"OpenClaw Secret 观察：active snapshot 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