[{"data":1,"prerenderedAt":2998},["ShallowReactive",2],{"docs:operations/dashboard-auth-mismatch-recovery":3,"content-manifest":356},{"id":4,"title":5,"body":6,"category":338,"date":339,"description":340,"extension":341,"meta":342,"navigation":343,"path":344,"seo":345,"source":346,"sourceName":347,"sourceType":348,"stem":349,"tags":350,"updatedAt":354,"__hash__":355},"docs/docs/operations/dashboard-auth-mismatch-recovery.md","Dashboard 遇到 unauthorized、1008 和 AUTH_TOKEN_MISMATCH 时怎么恢复",{"type":7,"value":8,"toc":318},"minimark",[9,13,21,41,44,47,58,69,72,84,87,91,94,102,105,110,113,118,122,125,130,133,144,147,151,154,174,177,185,193,196,206,209,213,216,224,226,237,240,243,248,251,255,258,262,265,268,271,294,297],[10,11,5],"h1",{"id":12},"dashboard-遇到-unauthorized1008-和-auth_token_mismatch-时怎么恢复",[14,15,16,17,20],"p",{},"官方最近对 Dashboard 文档的一个明显补强，是把认证失败这条线从“常见报错说明”推进成了更完整的恢复路径。",[18,19],"br",{},"\n这很值，因为很多中文用户看到：",[22,23,24,31,36],"ul",{},[25,26,27],"li",{},[28,29,30],"code",{},"unauthorized",[25,32,33],{},[28,34,35],{},"1008",[25,37,38],{},[28,39,40],{},"AUTH_TOKEN_MISMATCH",[14,42,43],{},"时，第一反应往往还是“页面坏了”。",[14,45,46],{},"实际上，这几类问题更接近：",[22,48,49,52,55],{},[25,50,51],{},"认证链路漂移",[25,53,54],{},"实例归属混淆",[25,56,57],{},"浏览器 tab 状态与 Gateway 当前状态不一致",[59,60,62,63,65,66,68],"h2",{"id":61},"先把-unauthorized-和-auth_token_mismatch-分开","先把 ",[28,64,30],{}," 和 ",[28,67,40],{}," 分开",[14,70,71],{},"更稳的理解方式是：",[22,73,74,79],{},[25,75,76,78],{},[28,77,30],{},"：当前连接没有通过认证",[25,80,81,83],{},[28,82,40],{},"：客户端手里有 token，但它和当前 gateway 期待的不一致",[14,85,86],{},"第二种更像“带了旧钥匙来开新门”，而不是“完全没钥匙”。",[59,88,90],{"id":89},"trusted-retry-在解决什么","trusted retry 在解决什么",[14,92,93],{},"官方最近把一条很关键的细节写进了 Dashboard 文档：",[22,95,96,99],{},[25,97,98],{},"当 gateway 返回 retry hints 时",[25,100,101],{},"客户端可以尝试一次 trusted retry，用缓存的 device token 再试",[14,103,104],{},"这说明当前 Dashboard 已经不是“认证失败就只会一刀切报错”，而是在尝试：",[22,106,107],{},[25,108,109],{},"自动修复一部分轻度漂移",[14,111,112],{},"但要注意，官方也明确说了：",[22,114,115],{},[25,116,117],{},"如果 trusted retry 后仍失败，就该人工处理 drift",[59,119,121],{"id":120},"最稳的恢复第一步先确认实例归属","最稳的恢复第一步：先确认实例归属",[14,123,124],{},"看到 unauthorized 时，最值得先问的不是“token 对不对”，而是：",[22,126,127],{},[25,128,129],{},"我现在连的是哪台 gateway",[14,131,132],{},"因为很多问题其实来自：",[22,134,135,138,141],{},[25,136,137],{},"本地和远程 URL 混了",[25,139,140],{},"SSH tunnel 和 tailnet URL 混了",[25,142,143],{},"你以为连的是当前环境，实际还在连旧实例",[14,145,146],{},"这一步不先确认，后面所有 token 动作都可能是在错实例上做努力。",[59,148,150],{"id":149},"第二步确认-token-来源","第二步：确认 token 来源",[14,152,153],{},"当前官方给出的恢复路径已经很清楚：",[22,155,156,162,168],{},[25,157,158,159],{},"明文配置：",[28,160,161],{},"openclaw config get gateway.auth.token",[25,163,164,165],{},"SecretRef 管理：回到外部 secret provider 或在当前 shell 导出 ",[28,166,167],{},"OPENCLAW_GATEWAY_TOKEN",[25,169,170,171],{},"根本没配：",[28,172,173],{},"openclaw doctor --generate-gateway-token",[14,175,176],{},"这意味着：",[22,178,179,182],{},[25,180,181],{},"token 漂移问题首先是来源问题",[25,183,184],{},"不是简单“浏览器刷新一下”就能解决",[59,186,188,189,192],{"id":187},"第三步再决定重新跑-openclaw-dashboard-还是手动补-token","第三步：再决定重新跑 ",[28,190,191],{},"openclaw dashboard"," 还是手动补 token",[14,194,195],{},"更稳的经验通常是：",[22,197,198,203],{},[25,199,200,201],{},"localhost 场景优先重新跑 ",[28,202,191],{},[25,204,205],{},"SecretRef 或远程场景先确认 token 来源，再手动补或重新引导",[14,207,208],{},"因为如果 token 本身就没解析成功，直接重复打开 Dashboard 也不会凭空修复。",[59,210,212],{"id":211},"为什么浏览器-tab-状态也值得查","为什么浏览器 tab 状态也值得查",[14,214,215],{},"官方当前写法已经说明：",[22,217,218],{},[25,219,220,221],{},"Dashboard auth 更偏当前 tab 的 ",[28,222,223],{},"sessionStorage",[14,225,176],{},[22,227,228,231,234],{},[25,229,230],{},"关闭 tab",[25,232,233],{},"换 tab",[25,235,236],{},"切到别的 gateway URL",[14,238,239],{},"都可能让你看到与“我明明之前刚连上”不一致的认证表现。",[59,241,242],{"id":242},"中文环境里最容易踩的坑",[244,245,247],"h3",{"id":246},"_1-一看到-1008-就只清浏览器缓存","1. 一看到 1008 就只清浏览器缓存",[14,249,250],{},"如果根本连错实例，清缓存不会解决问题。",[244,252,254],{"id":253},"_2-secretref-token-场景还期待-url-自动带完整-token","2. SecretRef token 场景还期待 URL 自动带完整 token",[14,256,257],{},"官方当前恰恰是在避免这种暴露。",[244,259,261],{"id":260},"_3-误把-trusted-retry-当成系统会自动修好所有-drift","3. 误把 trusted retry 当成“系统会自动修好所有 drift”",[14,263,264],{},"它只是一轮受控重试，不是完整恢复机制。",[59,266,267],{"id":267},"一条更稳的恢复顺序",[14,269,270],{},"建议按这个顺序走：",[272,273,274,277,280,283,288],"ol",{},[25,275,276],{},"先确认当前连接的是哪台 gateway",[25,278,279],{},"再确认 token 来源是明文、SecretRef 还是尚未生成",[25,281,282],{},"看是否只是当前 tab 的 auth 状态丢了",[25,284,285,286],{},"必要时重新跑 ",[28,287,191],{},[25,289,290,291,293],{},"如果仍是 ",[28,292,40],{},"，按 token drift 人工恢复",[59,295,296],{"id":296},"下一步推荐",[22,298,299,306,312],{},[25,300,301],{},[302,303,305],"a",{"href":304},"/docs/reference/dashboard-secretref-and-sessionstorage","Dashboard 的 SecretRef token、sessionStorage 和非 token 化 URL 应该怎么理解",[25,307,308],{},[302,309,311],{"href":310},"/docs/manual/dashboard-fast-path-and-auth","Dashboard 快速打开与认证行为",[25,313,314],{},[302,315,317],{"href":316},"/best-practices/dashboard-auth-bootstrap-and-drift","Dashboard 认证引导与 token 漂移该怎么处理",{"title":319,"searchDepth":320,"depth":320,"links":321},"",2,[322,324,325,326,327,329,330,336,337],{"id":61,"depth":320,"text":323},"先把 unauthorized 和 AUTH_TOKEN_MISMATCH 分开",{"id":89,"depth":320,"text":90},{"id":120,"depth":320,"text":121},{"id":149,"depth":320,"text":150},{"id":187,"depth":320,"text":328},"第三步：再决定重新跑 openclaw dashboard 还是手动补 token",{"id":211,"depth":320,"text":212},{"id":242,"depth":320,"text":242,"children":331},[332,334,335],{"id":246,"depth":333,"text":247},3,{"id":253,"depth":333,"text":254},{"id":260,"depth":333,"text":261},{"id":267,"depth":320,"text":267},{"id":296,"depth":320,"text":296},"运维",null,"基于最新官方 Dashboard 文档，整理 OpenClaw 在 Dashboard 认证失败时更稳的恢复顺序，尤其是 AUTH_TOKEN_MISMATCH、trusted retry、SecretRef token 和远程实例混淆这几类问题。","md",{},true,"/docs/operations/dashboard-auth-mismatch-recovery",{"title":5,"description":340},"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",[370,371,372,373,374,375],"concepts","gateway","agent","channels","tools","memory",{"title":377,"description":378,"path":379,"category":366,"updatedAt":380,"sourceType":368,"tags":381},"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",[382,383,384,385,386],"developers","teams","architecture","configuration","skills",{"title":388,"description":389,"path":390,"category":366,"updatedAt":380,"sourceType":368,"tags":391},"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",[392,353,371,393,394],"enterprise","security","upgrades",{"title":396,"description":397,"path":398,"category":366,"updatedAt":399,"sourceType":348,"tags":400},"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","2026-05-26",[372,401,402,403],"quickstart","tutorial","basics",{"title":405,"description":406,"path":407,"category":366,"updatedAt":399,"sourceType":348,"tags":408},"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",[373,401,402,403],{"title":410,"description":411,"path":412,"category":366,"updatedAt":399,"sourceType":348,"tags":413},"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",[386,401,402,403],{"title":415,"description":416,"path":417,"category":366,"updatedAt":399,"sourceType":348,"tags":418},"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",[419,420,401,402],"workflow","automation",{"title":422,"description":423,"path":424,"category":366,"updatedAt":399,"sourceType":348,"tags":425},"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",[401,426,427,351],"installation","onboarding",{"title":429,"description":430,"path":431,"category":366,"updatedAt":432,"sourceType":348,"tags":433},"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","2026-03-11",[427,434,435,371],"daemon","setup",{"title":437,"description":438,"path":439,"category":366,"updatedAt":440,"sourceType":348,"tags":441},"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",[427,442,443,371,444],"remote","local","wizard",{"title":446,"description":447,"path":448,"category":366,"updatedAt":380,"sourceType":368,"tags":449},"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",[450,451,351,373,386],"personal","getting-started",{"title":453,"description":454,"path":455,"category":456,"updatedAt":432,"sourceType":348,"tags":457},"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",[458,459,460,427],"reading-path","overview","docs",{"title":462,"description":463,"path":464,"category":465,"updatedAt":466,"sourceType":348,"tags":467},"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",[459,468,373,469],"self-hosted","assistant",{"title":471,"description":472,"path":473,"category":366,"updatedAt":380,"sourceType":368,"tags":474},"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",[386,475,476,477,478],"plugins","multi-agent","hooks","decision",{"title":480,"description":481,"path":482,"category":366,"updatedAt":483,"sourceType":368,"tags":484},"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","2026-03-24",[373,427,478,371,485],"safety",{"title":487,"description":488,"path":489,"category":366,"updatedAt":483,"sourceType":368,"tags":490},"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",[491,492,393,478,451],"models","configurations",{"title":494,"description":495,"path":496,"category":366,"updatedAt":483,"sourceType":368,"tags":497},"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",[351,498,373,478,451],"webchat",{"title":500,"description":501,"path":502,"category":366,"updatedAt":483,"sourceType":368,"tags":503},"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",[451,478,460,504,505],"paths","topics",{"title":507,"description":508,"path":509,"category":465,"updatedAt":432,"sourceType":348,"tags":510},"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",[511,383,512,468],"users","scenarios",{"title":514,"description":515,"path":516,"category":517,"updatedAt":518,"sourceType":348,"tags":519},"Agent 运行时与工作区结构","理解 OpenClaw 的 Agent 运行时如何工作，工作区里每个文件是干什么的，以及如何正确配置。","/docs/manual/agent-runtime","manual","2026-06-10",[520,521,522,523],"runtime","workspace","bootstrap","sessions",{"title":525,"description":526,"path":527,"category":528,"updatedAt":432,"sourceType":529,"tags":530},"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",[521,531,375,386],"soul",{"title":533,"description":534,"path":535,"category":536,"updatedAt":432,"sourceType":348,"tags":537},"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",[371,538,384,539],"nodes","control-plane",{"title":541,"description":542,"path":543,"category":528,"updatedAt":544,"sourceType":348,"tags":545},"Background Tasks、/tasks 与 task flow 应该怎么用","基于最新官方 Background Tasks 与 openclaw tasks 文档，整理 OpenClaw 的后台任务记录、/tasks 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allowFrom 文件。","/docs/reference/channel-pairing-cli-and-account-scope",[722,1268,373,1269,1056],"allowFrom","account",{"title":1271,"description":1272,"path":1273,"category":1227,"updatedAt":684,"sourceType":348,"tags":1274},"CLI 命令参考","OpenClaw 命令行工具完整参考，包含所有命令和选项说明。","/docs/reference/cli-reference",[549,1233,1275,1276],"commands","terminal",{"title":1278,"description":1279,"path":1280,"category":1227,"updatedAt":591,"sourceType":348,"tags":1281},"Cloudflare AI Gateway 的双层鉴权头应该怎么配","基于最新官方 Cloudflare AI Gateway 文档，解释 provider API key 和 cf-aig-authorization 为什么是两层不同凭据，以及 daemon 场景里最常见的缺失点。","/docs/reference/cloudflare-aig-dual-auth-headers",[1282,1283,352,557,1233],"cloudflare-ai-gateway","headers",{"title":1285,"description":1286,"path":1287,"category":1288,"updatedAt":483,"sourceType":636,"tags":1289},"社区支持","汇总 OpenClaw 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",[636,1290,1291,1292],"github","issues","feedback",{"title":1294,"description":1295,"path":1296,"category":1227,"updatedAt":684,"sourceType":348,"tags":1297},"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",[385,1233,1298,1299],"settings","options",{"title":1301,"description":1302,"path":1303,"category":1227,"updatedAt":440,"sourceType":348,"tags":1304},"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",[645,722,723,664,1056],{"title":1306,"description":1307,"path":1308,"category":1227,"updatedAt":591,"sourceType":348,"tags":1309},"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",[547,802,1310,888,1233],"scheduler",{"title":305,"description":1312,"path":304,"category":1227,"updatedAt":354,"sourceType":348,"tags":1313},"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。",[351,663,1314,223,352],"secretref",{"title":1316,"description":1317,"path":1318,"category":1319,"updatedAt":684,"sourceType":348,"tags":1320},"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",[1321,1322,1323,1070,791],"debugging","debug","runtime-overrides",{"title":1325,"description":1326,"path":1327,"category":1227,"updatedAt":563,"sourceType":348,"tags":1328},"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",[1239,1329,1330,1322,1233],"logging","flags",{"title":1332,"description":1333,"path":1334,"category":1227,"updatedAt":563,"sourceType":348,"tags":1335},"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",[585,1336,1337,566,1233],"dmScope","identityLinks",{"title":1339,"description":1340,"path":1341,"category":1227,"updatedAt":563,"sourceType":348,"tags":1342},"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",[1070,1071,1239,1343,1233],"migrations",{"title":1345,"description":1346,"path":1347,"category":1227,"updatedAt":563,"sourceType":348,"tags":1348},"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",[931,385,593,1349,1233],"shell",{"title":1351,"description":1352,"path":1353,"category":1227,"updatedAt":483,"sourceType":368,"tags":1354},"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",[1355,1145,636,1356,1147],"sources","trust",{"title":1358,"description":1359,"path":1360,"category":1227,"updatedAt":440,"sourceType":348,"tags":1361},"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",[371,1362,549,1004,539],"rpc",{"title":1364,"description":1365,"path":1366,"category":1227,"updatedAt":563,"sourceType":348,"tags":1367},"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 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SDK。","/docs/reference/http-api-vs-gateway-websocket-vs-sdk",[998,1004,1399,371,1233],"sdk",{"title":1401,"description":1402,"path":1403,"category":1227,"updatedAt":581,"sourceType":348,"tags":1404},"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",[385,1405,1027,1406,1233],"include","arrays",{"title":1408,"description":1409,"path":1410,"category":1227,"updatedAt":563,"sourceType":348,"tags":1411},"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",[837,1412,688,419,1233],"invoke",{"title":1414,"description":1415,"path":1416,"category":1227,"updatedAt":591,"sourceType":348,"tags":1417},"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",[375,1418,1419,1420,1421,1233],"hybrid-search","ranking","mmr","retrieval",{"title":1423,"description":1424,"path":1425,"category":1227,"updatedAt":483,"sourceType":348,"tags":1426},"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",[491,1427,352,557,1233],"probe",{"title":1429,"description":1430,"path":1431,"category":1227,"updatedAt":926,"sourceType":348,"tags":1432},"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",[722,723,1268,1433,1056],"credentials",{"title":1435,"description":1436,"path":1437,"category":1227,"updatedAt":483,"sourceType":348,"tags":1438},"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",[475,619,1439,1440,1147,1233],"npm","pin",{"title":1442,"description":1443,"path":1444,"category":1319,"updatedAt":440,"sourceType":348,"tags":1445},"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",[1321,1446,791,557,754],"raw-stream",{"title":1448,"description":1449,"path":1450,"category":1227,"updatedAt":591,"sourceType":348,"tags":1451},"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",[442,1452,352,371,1233],"tlsFingerprint",{"title":1454,"description":1455,"path":1456,"category":1227,"updatedAt":591,"sourceType":348,"tags":1457},"回复机器人消息也算 mention 吗，pending history 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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",[585,393,1336,722,808],{"title":1474,"description":1475,"path":1476,"category":1227,"updatedAt":1477,"sourceType":348,"tags":1478},"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",[585,1479,1480,954,1233],"transcript","jsonl",{"title":1482,"description":1483,"path":1484,"category":1227,"updatedAt":1477,"sourceType":348,"tags":1485},"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",[523,549,1486,1171,353],"store",{"title":1488,"description":1489,"path":1490,"category":1227,"updatedAt":591,"sourceType":348,"tags":1491},"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",[393,1186,1171,1492,1233],"ingress",{"title":1494,"description":1495,"path":1496,"category":1227,"updatedAt":440,"sourceType":348,"tags":1497},"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",[549,1079,1498,791,1499],"health","troubleshooting",{"title":1501,"description":1502,"path":1503,"category":1227,"updatedAt":1477,"sourceType":348,"tags":1504},"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 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权限”四层联动的信任链。","/news/openclaw-browser-trust-chain-watch-2026-03-29","https://docs.openclaw.ai/gateway/trusted-proxy-auth",[351,1206,722,442,393],{"title":1841,"description":1842,"path":1843,"category":1794,"date":483,"updatedAt":483,"sourceType":348,"source":1802,"tags":1844},"OpenClaw 渠道观察：Telegram 和 Discord 正在从聊天入口扩展成正式审批面","基于 2026 年 3 月 24 日可见的官方 Exec Approvals 文档，Telegram 与 Discord 最近最值得关注的变化不是又多了一个命令，而是它们已经开始承担受控审批入口。","/news/openclaw-channel-approval-clients-watch-2026-03-24",[611,613,688,373,1160],{"title":1846,"description":1847,"path":1848,"category":1645,"date":367,"updatedAt":367,"sourceType":636,"source":1849,"tags":1850},"OpenClaw 在中国 AI 生态中的位置：从中文教程热到本地化能力竞赛","基于 2026 年 3 月 16 日整理素材，梳理 OpenClaw 在中国 AI 生态里的关注点：本地部署、中文模型接入、数据安全与本土服务集成。","/news/openclaw-china-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-china-ai-ecosystem-analysis.md",[1525,637,1648,1601],{"title":1852,"description":1853,"path":1854,"category":1794,"date":483,"updatedAt":483,"sourceType":348,"source":1855,"tags":1856},"OpenClaw ClawHub 观察：sync、lockfile 与最小 telemetry 让技能注册表更像正式分发生态","基于 2026 年 3 月 24 日可见的官方 ClawHub 文档，最近最值得关注的变化不是“技能数量”，而是技能分发、版本记录和同步行为正在更像一套正式 registry。","/news/openclaw-clawhub-sync-watch-2026-03-24","https://docs.openclaw.ai/tools/clawhub",[619,386,628,629,1857,620],"telemetry",{"title":1859,"description":1860,"path":1861,"category":1587,"date":440,"updatedAt":440,"sourceType":348,"source":1862,"tags":1863},"OpenClaw CLI 观察：命令行已经不只是辅助工具，而是在慢慢收敛成正式控制面","基于 2026 年 3 月 21 日可见的官方 CLI Reference、Gateway protocol 与 Dashboard 文档，整理最近最值得中文站关注的 CLI 变化：status/health/logs 分层、gateway RPC 边界，以及 Dashboard 和 CLI 之间更清晰的协作关系。","/news/openclaw-cli-control-plane-watch-2026-03-21","https://docs.openclaw.ai/cli",[549,371,1362,539,353],{"title":1865,"description":1866,"path":1867,"category":1794,"date":563,"updatedAt":563,"sourceType":348,"source":1868,"tags":1869},"OpenClaw 的配置分层边界越来越清楚","官方最近围绕 Environment Variables、Configuration、Logging 和 Debugging 的文档更新，正在把正式配置、env 注入和一次性 override 拆成更清楚的层。","/news/openclaw-configuration-layering-watch-2026-03-22","https://docs.openclaw.ai/help/environment",[385,931,565,1870,353],"overrides",{"title":1872,"description":1873,"path":1874,"category":1587,"date":440,"updatedAt":440,"sourceType":348,"source":1782,"tags":1875},"OpenClaw 上下文观察：Compaction、Session 连续性与 persona 保真正在成为官方显式关注点","基于 2026 年 3 月 21 日可见的官方 Context 文档与 GitHub Releases 页面，整理最近最值得中文站关注的上下文变化：compaction 后 token 检查、session continuity、persona/language 保真，以及它们对长期使用的意义。","/news/openclaw-context-compaction-watch-2026-03-21",[953,954,523,375,1876],"continuity",{"title":1878,"description":1879,"path":1880,"category":1587,"date":440,"updatedAt":440,"sourceType":348,"source":1881,"tags":1882},"OpenClaw 控制面观察：Control UI、设备配对与 Tailscale Serve 正在把浏览器管理做成正式能力","基于 2026 年 3 月 21 日可见的官方 Control UI、Dashboard、Pairing 与 Tailscale 文档，整理最近最值得关注的控制面变化：浏览器设备配对、语言支持、远程 Serve 与更明确的管理面边界。","/news/openclaw-control-surface-watch-2026-03-21","https://docs.openclaw.ai/web/control-ui",[645,351,1035,722,442],{"title":1884,"description":1885,"path":1886,"category":1794,"date":354,"updatedAt":354,"sourceType":348,"source":346,"tags":1887},"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 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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",[382,386,637,1525],{"title":1901,"description":1902,"path":1903,"category":1794,"date":581,"updatedAt":581,"sourceType":348,"source":1904,"tags":1905},"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",[723,722,663,1064,1906],"rotate",{"title":1908,"description":1909,"path":1910,"category":1794,"date":563,"updatedAt":563,"sourceType":348,"source":1911,"tags":1912},"OpenClaw 的诊断与修复工作流正在成型","官方最近围绕 Doctor、Diagnostics Flags、Debugging 和 sessions cleanup 的文档更新，正在把 OpenClaw 的排障方式从“看日志猜”推进到更清楚的 repair 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在高校与教学场景中的潜在落地方向，包括答疑、学习路径推荐和教师工作流辅助。","/news/openclaw-education-adoption-watch-2026-03-16","行业观察","content/tmp/2026-03-16/openclaw-education-sector-adoption.md",[1925,1926,1927,1928],"education","adoption","ai-tutor","higher-education",{"title":1930,"description":1931,"path":1932,"category":1922,"date":367,"updatedAt":367,"sourceType":636,"source":1933,"tags":1934},"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",[392,1527,419,1525],{"title":1936,"description":1937,"path":1938,"category":1587,"date":440,"updatedAt":440,"sourceType":348,"source":1939,"tags":1940},"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",[386,619,475,477,638],{"title":1942,"description":1943,"path":1944,"category":1794,"date":544,"updatedAt":544,"sourceType":348,"source":1945,"tags":1946},"OpenClaw 的 Feishu 入口正在从聊天机器人走向文档协作流","官方近期更新的 Feishu 文档，把扫码接入、群控边界和 Drive 评论线程动作都写进了主线，说明 Feishu 已经不只是简单聊天入口。","/news/openclaw-feishu-drive-comments-watch-2026-04-30","https://docs.openclaw.ai/channels/feishu",[700,701,702,703,373,704],{"title":1948,"description":1949,"path":1950,"category":1794,"date":581,"updatedAt":581,"sourceType":348,"source":1951,"tags":1952},"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",[371,722,1953,663,538],"pending",{"title":1955,"description":1956,"path":1957,"category":1794,"date":354,"updatedAt":354,"sourceType":348,"source":1958,"tags":1959},"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",[371,585,498,351,1960],"state",{"title":1962,"description":1963,"path":1964,"category":1794,"date":581,"updatedAt":581,"sourceType":348,"source":1965,"tags":1966},"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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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",[1985,375,671,2022,2023],"vector-search","knowledge",{"title":2025,"description":2026,"path":2027,"category":1794,"date":581,"updatedAt":581,"sourceType":348,"source":2028,"tags":2029},"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",[1385,584,611,613,678],{"title":2031,"description":2032,"path":2033,"category":1794,"date":563,"updatedAt":563,"sourceType":348,"source":2034,"tags":2035},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 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名称差异。","/news/openclaw-release-watch-2026-03-21",[1145,1146,1148,1147],{"title":2105,"description":2106,"path":2107,"category":1794,"date":563,"updatedAt":563,"sourceType":348,"source":346,"tags":2108},"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",[351,722,538,442,1056],{"title":2110,"description":2111,"path":2112,"category":1794,"date":581,"updatedAt":581,"sourceType":348,"source":2113,"tags":2114},"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",[566,565,2115,373,567],"threads",{"title":2117,"description":2118,"path":2119,"category":1794,"date":544,"updatedAt":544,"sourceType":348,"source":2120,"tags":2121},"OpenClaw 把 SearXNG 推进 bundled web_search provider，搜索层开始更适合自托管","官方近期上线的 SearXNG Search 文档，说明 OpenClaw 的 web_search 已经不只适合外部 API，也开始正式支持自托管聚合搜索。","/news/openclaw-searxng-search-watch-2026-04-30","https://docs.openclaw.ai/tools/searxng-search",[896,783,897,468,374],{"title":2123,"description":2124,"path":2125,"category":1794,"date":581,"updatedAt":581,"sourceType":348,"source":2126,"tags":2127},"OpenClaw Secret 观察：active snapshot 正在把密钥轮换从“即时取值”收成“原子切换”","基于 2026 年 3 月 25 日可见的官方 Secrets Management 文档，最近 secrets 层最值得关注的变化之一是 active snapshot 与 last-known-good 的边界越来越清楚。","/news/openclaw-secret-snapshot-watch-2026-03-25","https://docs.openclaw.ai/gateway/secrets",[1467,2128,2129,1466,353],"snapshot","rotation",{"title":2131,"description":2132,"path":2133,"category":1794,"date":581,"updatedAt":581,"sourceType":348,"source":1993,"tags":2134},"OpenClaw 正在把 secure DM mode 写成共享入口的默认安全心智","官方最近围绕 Session、Security 和 CLI Security 的更新，正在把 secure DM mode 从一个可选技巧，推成多人 DM 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在中文环境下最受关注的安全议题，包括本地运行、合规要求、可审计性与金融等高敏行业采用。","/news/openclaw-security-compliance-watch-2026-03-16","安全观察","content/tmp/2026-03-16/openclaw-security-audit-milestone.md",[393,2148,754,392],"compliance",{"title":2150,"description":2151,"path":2152,"category":1794,"date":563,"updatedAt":563,"sourceType":348,"source":2126,"tags":2153},"OpenClaw 的安全运维边界继续细化","官方最近围绕 Secrets、approvals forwarding、trusted proxy 和 Control UI 降级开关的文档，正在把安全问题从抽象原则推向更可执行的运维边界。","/news/openclaw-security-ops-watch-2026-03-22",[393,1466,688,2154,353],"proxy",{"title":2156,"description":2157,"path":2158,"category":1794,"date":1477,"updatedAt":1477,"sourceType":348,"source":2159,"tags":2160},"OpenClaw 正在把 session transcript 从 JSONL 文件写成结构化会话事实层","官方最近新增的 Session Management Deep Dive 文档，把 session header、message tree、compaction entry 和 branch summary 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的安全责任转移。","/news/openclaw-trusted-proxy-risk-watch-2026-03-24",[1206,393,442,371,352],{"title":2197,"description":2198,"path":2199,"category":1794,"date":354,"updatedAt":354,"sourceType":348,"source":1958,"tags":2200},"OpenClaw 的 UI 和 API 排障正在越来越像按层定位，而不是猜谁错了","官方最新 Session、WebChat 和 API 文档共同强化了一条思路：状态冲突时先回到 Gateway 事实层，再区分 UI 投影视图和 API 结构化返回。","/news/openclaw-ui-api-debug-watch-2026-03-26",[371,498,998,1321,585],{"title":2202,"description":2203,"path":2204,"category":1794,"date":483,"updatedAt":483,"sourceType":348,"source":2205,"tags":2206},"OpenClaw 维护观察：卸载边界正在从“删包”变成“服务、状态、profile 与远程主机”的完整收口","基于 2026 年 3 月 24 日可见的官方 Updating 与 uninstall 文档，最近最值得关注的变化之一是 OpenClaw 的卸载和移除边界正在被官方主动写清，不再只是删除 CLI。","/news/openclaw-uninstall-boundaries-watch-2026-03-24","https://docs.openclaw.ai/cli/uninstall",[1553,1148,830,371,1960],{"title":2208,"description":2209,"path":2210,"category":1794,"date":483,"updatedAt":483,"sourceType":348,"source":2211,"tags":2212},"OpenClaw 更新观察：stable、beta、dev 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