[{"data":1,"prerenderedAt":3046},["ShallowReactive",2],{"docs:operations/dashboard-admin-surface-hardening":3,"content-manifest":403},{"id":4,"title":5,"body":6,"category":383,"date":384,"description":385,"extension":386,"meta":387,"navigation":388,"path":389,"seo":390,"source":391,"sourceName":392,"sourceType":393,"stem":394,"tags":395,"updatedAt":401,"__hash__":402},"docs/docs/operations/dashboard-admin-surface-hardening.md","Dashboard 管理面怎么更稳地开放",{"type":7,"value":8,"toc":364},"minimark",[9,13,17,24,27,38,41,46,49,57,60,71,74,79,83,86,91,94,108,111,115,118,129,132,137,141,144,155,158,163,165,173,185,188,202,205,210,213,224,228,231,234,245,248,252,255,258,269,272,276,279,282,293,296,299,302,317,320,323,337,340,343],[10,11,5],"h1",{"id":12},"dashboard-管理面怎么更稳地开放",[14,15,16],"p",{},"Dashboard 现在越来越成熟，但它本质上仍然不是普通用户网页，而是：",[18,19,20],"ul",{},[21,22,23],"li",{},"管理员面",[14,25,26],{},"官方最近的 Dashboard 文档把这一点写得非常直白，因为这页能触达的内容通常包括：",[18,28,29,32,35],{},[21,30,31],{},"聊天入口",[21,33,34],{},"配置入口",[21,36,37],{},"exec approvals",[14,39,40],{},"所以如果你把它当“随便能开出去的 Web 页面”，风险会很直接。",[42,43,45],"h2",{"id":44},"第一原则先把它当-admin-surface而不是产品前台","第一原则：先把它当 admin surface，而不是产品前台",[14,47,48],{},"官方文档现在明确写到：",[18,50,51,54],{},[21,52,53],{},"Dashboard 是 admin surface",[21,55,56],{},"不要直接公开暴露",[14,58,59],{},"这意味着更稳的默认思路应该是：",[18,61,62,65,68],{},[21,63,64],{},"localhost",[21,66,67],{},"SSH tunnel",[21,69,70],{},"Tailscale Serve",[14,72,73],{},"而不是：",[18,75,76],{},[21,77,78],{},"直接对公网开放一个可长期访问的地址",[42,80,82],{"id":81},"第二原则分清本地-fast-path-和远程访问路径","第二原则：分清本地 fast path 和远程访问路径",[14,84,85],{},"官方现在把两条使用路径拆得更明确了。",[87,88,90],"h3",{"id":89},"本地-gateway","本地 Gateway",[14,92,93],{},"最简单的是：",[18,95,96,102],{},[21,97,98],{},[99,100,101],"code",{},"http://127.0.0.1:18789/",[21,103,104,105],{},"或 ",[99,106,107],{},"openclaw dashboard",[14,109,110],{},"本地场景里，CLI 会帮你打开 Dashboard，并处理更顺的进入路径。",[87,112,114],{"id":113},"远程-gateway","远程 Gateway",[14,116,117],{},"更稳的方式通常是：",[18,119,120,123,126],{},[21,121,122],{},"先通过 SSH tunnel",[21,124,125],{},"或通过 Tailscale / tailnet",[21,127,128],{},"再访问 Dashboard",[14,130,131],{},"远程访问的重点不是“能不能打开网页”，而是：",[18,133,134],{},[21,135,136],{},"认证信息是否仍然在受控网络里流转",[42,138,140],{"id":139},"第三原则不要把-tokenized-url-当长期分享链接","第三原则：不要把 tokenized URL 当长期分享链接",[14,142,143],{},"官方文档最近对 token 行为讲得更细了：",[18,145,146,149,152],{},[21,147,148],{},"初次进入可以通过带 token 的 URL",[21,150,151],{},"UI 加载后会把 URL 里的 token 去掉",[21,153,154],{},"token 会保存在浏览器的会话存储或本地存储里",[14,156,157],{},"这说明 tokenized URL 更适合：",[18,159,160],{},[21,161,162],{},"当前操作者的一次性进入",[14,164,73],{},[18,166,167,170],{},[21,168,169],{},"长期贴在文档里",[21,171,172],{},"发到群里当固定入口",[42,174,176,177,180,181,184],{"id":175},"第四原则unauthorized-1008-通常先看认证链路","第四原则：",[99,178,179],{},"unauthorized"," / ",[99,182,183],{},"1008"," 通常先看认证链路",[14,186,187],{},"官方文档对这类问题给出的方向很一致：",[18,189,190,193,196],{},[21,191,192],{},"先确认 Gateway 是否可达",[21,194,195],{},"再确认 token 是否一致",[21,197,198,199,201],{},"必要时重新用 ",[99,200,107],{}," 生成或拿到当前入口",[14,203,204],{},"中文用户最容易误判的是：",[18,206,207],{},[21,208,209],{},"以为是前端页面坏了",[14,211,212],{},"但更多时候，其实是：",[18,214,215,218,221],{},[21,216,217],{},"token 不对",[21,219,220],{},"远程路径不对",[21,222,223],{},"访问方式跨过了预期认证边界",[42,225,227],{"id":226},"第五原则浏览器状态也是运维对象","第五原则：浏览器状态也是运维对象",[14,229,230],{},"因为 Dashboard 会在浏览器里保留认证状态，所以多人协作时，浏览器本身也会变成运维边界的一部分。",[14,232,233],{},"这意味着至少要注意：",[18,235,236,239,242],{},[21,237,238],{},"是否共用浏览器 profile",[21,240,241],{},"是否在共享设备上保留 token",[21,243,244],{},"是否把某个 tab 留在长期登录状态",[14,246,247],{},"对团队环境来说，这些不是小问题，而是实际的访问控制问题。",[42,249,251],{"id":250},"第六原则远程访问和-pairing-不要分开理解","第六原则：远程访问和 pairing 不要分开理解",[14,253,254],{},"Control UI、Dashboard、pairing 这几条线其实是连着的。",[14,256,257],{},"因为一旦远程管理员面打开后，后面通常还会继续做：",[18,259,260,263,266],{},[21,261,262],{},"查看 node 状态",[21,264,265],{},"审批设备",[21,267,268],{},"处理聊天入口授权",[14,270,271],{},"所以如果你把 Dashboard 访问做得很松，但 pairing 管得很严，整体安全性仍然会失衡。",[42,273,275],{"id":274},"第七原则团队里要区分看板访问者和批准者","第七原则：团队里要区分“看板访问者”和“批准者”",[14,277,278],{},"不是所有能打开 Dashboard 的人，都应该拥有同样的操作权。",[14,280,281],{},"更稳的团队做法通常是：",[18,283,284,287,290],{},[21,285,286],{},"少量核心管理员拥有正式 Dashboard 管理入口",[21,288,289],{},"普通协作者走受限 operator 路径",[21,291,292],{},"pairing / exec approvals 保留给更少的人",[14,294,295],{},"这比“大家都能进 Dashboard，再靠口头约束”要稳得多。",[42,297,298],{"id":298},"更稳的开放顺序",[14,300,301],{},"建议按下面顺序推进：",[303,304,305,308,311,314],"ol",{},[21,306,307],{},"先本地 localhost 跑通",[21,309,310],{},"再通过 SSH tunnel 远程访问",[21,312,313],{},"稳定后再考虑 Tailscale Serve",[21,315,316],{},"最后才考虑更复杂的 Web 入口策略",[42,318,319],{"id":319},"中文站建议怎么排这类问题",[14,321,322],{},"如果你现在遇到 Dashboard 打不开、反复未授权或多人协作混乱，建议先问自己四件事：",[303,324,325,328,331,334],{},[21,326,327],{},"我现在走的是 localhost、SSH tunnel，还是 tailnet",[21,329,330],{},"浏览器里保留的是不是当前有效 token",[21,332,333],{},"这是不是共享设备 / 共享 profile",[21,335,336],{},"谁真正拥有审批和管理动作的权力",[14,338,339],{},"这四个问题通常比继续刷新页面更有用。",[42,341,342],{"id":342},"下一步推荐",[18,344,345,352,358],{},[21,346,347],{},[348,349,351],"a",{"href":350},"/docs/manual/dashboard-fast-path-and-auth","Dashboard 快速打开与认证路径",[21,353,354],{},[348,355,357],{"href":356},"/docs/operations/control-ui-remote-access","Control UI 远程访问怎么做更稳",[21,359,360],{},[348,361,363],{"href":362},"/best-practices/team-gateway-operator-playbook","团队里如何管理 Gateway、Operator 与浏览器控制面",{"title":365,"searchDepth":366,"depth":366,"links":367},"",2,[368,369,374,375,377,378,379,380,381,382],{"id":44,"depth":366,"text":45},{"id":81,"depth":366,"text":82,"children":370},[371,373],{"id":89,"depth":372,"text":90},3,{"id":113,"depth":372,"text":114},{"id":139,"depth":366,"text":140},{"id":175,"depth":366,"text":376},"第四原则：unauthorized / 1008 通常先看认证链路",{"id":226,"depth":366,"text":227},{"id":250,"depth":366,"text":251},{"id":274,"depth":366,"text":275},{"id":298,"depth":366,"text":298},{"id":319,"depth":366,"text":319},{"id":342,"depth":366,"text":342},"运维",null,"基于最新官方 Dashboard、remote access 和 pairing 文档，整理管理员面该如何开放、保存 token、限制入口和处理 unauthorized/1008，避免把 Control UI 变成公开风险面。","md",{},true,"/docs/operations/dashboard-admin-surface-hardening",{"title":5,"description":385},"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",[417,418,419,420,421,422],"concepts","gateway","agent","channels","tools","memory",{"title":424,"description":425,"path":426,"category":413,"updatedAt":427,"sourceType":415,"tags":428},"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",[429,430,431,432,433],"developers","teams","architecture","configuration","skills",{"title":435,"description":436,"path":437,"category":413,"updatedAt":427,"sourceType":415,"tags":438},"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",[439,440,418,399,441],"enterprise","operations","upgrades",{"title":443,"description":444,"path":445,"category":413,"updatedAt":446,"sourceType":393,"tags":447},"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",[419,448,449,450],"quickstart","tutorial","basics",{"title":452,"description":453,"path":454,"category":413,"updatedAt":446,"sourceType":393,"tags":455},"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",[420,448,449,450],{"title":457,"description":458,"path":459,"category":413,"updatedAt":446,"sourceType":393,"tags":460},"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",[433,448,449,450],{"title":462,"description":463,"path":464,"category":413,"updatedAt":446,"sourceType":393,"tags":465},"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",[466,467,448,449],"workflow","automation",{"title":469,"description":470,"path":471,"category":413,"updatedAt":446,"sourceType":393,"tags":472},"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",[448,473,474,396],"installation","onboarding",{"title":476,"description":477,"path":478,"category":413,"updatedAt":479,"sourceType":393,"tags":480},"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",[474,481,482,418],"daemon","setup",{"title":484,"description":485,"path":486,"category":413,"updatedAt":487,"sourceType":393,"tags":488},"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",[474,398,489,418,490],"local","wizard",{"title":492,"description":493,"path":494,"category":413,"updatedAt":427,"sourceType":415,"tags":495},"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",[496,497,396,420,433],"personal","getting-started",{"title":499,"description":500,"path":501,"category":502,"updatedAt":479,"sourceType":393,"tags":503},"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",[504,505,506,474],"reading-path","overview","docs",{"title":508,"description":509,"path":510,"category":511,"updatedAt":512,"sourceType":393,"tags":513},"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",[505,514,420,515],"self-hosted","assistant",{"title":517,"description":518,"path":519,"category":413,"updatedAt":427,"sourceType":415,"tags":520},"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",[433,521,522,523,524],"plugins","multi-agent","hooks","decision",{"title":526,"description":527,"path":528,"category":413,"updatedAt":529,"sourceType":415,"tags":530},"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",[420,474,524,418,531],"safety",{"title":533,"description":534,"path":535,"category":413,"updatedAt":529,"sourceType":415,"tags":536},"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",[537,538,399,524,497],"models","configurations",{"title":540,"description":541,"path":542,"category":413,"updatedAt":529,"sourceType":415,"tags":543},"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",[396,544,420,524,497],"webchat",{"title":546,"description":547,"path":548,"category":413,"updatedAt":529,"sourceType":415,"tags":549},"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",[497,524,506,550,551],"paths","topics",{"title":553,"description":554,"path":555,"category":511,"updatedAt":479,"sourceType":393,"tags":556},"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",[557,430,558,514],"users","scenarios",{"title":560,"description":561,"path":562,"category":563,"updatedAt":564,"sourceType":393,"tags":565},"Agent 运行时与工作区结构","理解 OpenClaw 的 Agent 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cooldown，以及为什么同一个 session 往往会持续使用同一套凭据。","/docs/reference/auth-profile-rotation-and-session-pinning",[605,876,1277,569,1278],{"title":1297,"description":1298,"path":1299,"category":1272,"updatedAt":637,"sourceType":393,"tags":1300},"setup code、bootstrapToken 和 /pair pending 应该怎么一起看","基于最新官方 Pairing 文档，解释 Telegram 首次设备接入时 setup code 里到底装了什么、bootstrapToken 只负责哪一步，以及为什么最后仍然要回到 /pair pending 做人工批准。","/docs/reference/bootstrap-code-and-pair-pending",[768,1301,657,769,1278],"bootstrapToken",{"title":1303,"description":1304,"path":1305,"category":1278,"updatedAt":564,"sourceType":393,"tags":1306},"引导文件模板系统","AGENTS.md、SOUL.md、BOOTSTRAP.md 等引导文件的用途、写法和最佳实践。","/docs/reference/bootstrap-templates",[1307,568,613,577,1167,567],"templates",{"title":1309,"description":1310,"path":1311,"category":1272,"updatedAt":627,"sourceType":393,"tags":1312},"频道 pairing CLI 和 account scope 应该怎么一起看","基于最新官方 Pairing 文档，解释 openclaw pairing 的 list、approve、clear、--account 与 --notify 分别影响什么，以及多账号渠道下为什么不能只看一个默认 allowFrom 文件。","/docs/reference/channel-pairing-cli-and-account-scope",[768,1313,420,1314,400],"allowFrom","account",{"title":1316,"description":1317,"path":1318,"category":1272,"updatedAt":730,"sourceType":393,"tags":1319},"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",[595,1278,1320,1321],"commands","terminal",{"title":1323,"description":1324,"path":1325,"category":1272,"updatedAt":637,"sourceType":393,"tags":1326},"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",[1327,1328,605,603,1278],"cloudflare-ai-gateway","headers",{"title":1330,"description":1331,"path":1332,"category":1333,"updatedAt":529,"sourceType":682,"tags":1334},"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",[682,1335,1336,1337],"github","issues","feedback",{"title":1339,"description":1340,"path":1341,"category":1272,"updatedAt":730,"sourceType":393,"tags":1342},"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",[432,1278,1343,1344],"settings","options",{"title":1346,"description":1347,"path":1348,"category":1272,"updatedAt":487,"sourceType":393,"tags":1349},"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",[397,768,769,710,400],{"title":1351,"description":1352,"path":1353,"category":1272,"updatedAt":637,"sourceType":393,"tags":1354},"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",[593,848,1355,934,1278],"scheduler",{"title":1357,"description":1358,"path":1359,"category":1272,"updatedAt":1043,"sourceType":393,"tags":1360},"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",[396,709,1361,1362,605],"secretref","sessionStorage",{"title":1364,"description":1365,"path":1366,"category":1367,"updatedAt":730,"sourceType":393,"tags":1368},"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",[1369,1370,1371,1115,837],"debugging","debug","runtime-overrides",{"title":1373,"description":1374,"path":1375,"category":1272,"updatedAt":401,"sourceType":393,"tags":1376},"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",[1284,1377,1378,1370,1278],"logging","flags",{"title":1380,"description":1381,"path":1382,"category":1272,"updatedAt":401,"sourceType":393,"tags":1383},"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",[631,1384,1385,612,1278],"dmScope","identityLinks",{"title":1387,"description":1388,"path":1389,"category":1272,"updatedAt":401,"sourceType":393,"tags":1390},"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",[1115,1116,1284,1391,1278],"migrations",{"title":1393,"description":1394,"path":1395,"category":1272,"updatedAt":401,"sourceType":393,"tags":1396},"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",[977,432,639,1397,1278],"shell",{"title":1399,"description":1400,"path":1401,"category":1272,"updatedAt":529,"sourceType":415,"tags":1402},"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",[1403,1190,682,1404,1192],"sources","trust",{"title":1406,"description":1407,"path":1408,"category":1272,"updatedAt":487,"sourceType":393,"tags":1409},"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",[418,1410,595,1051,585],"rpc",{"title":1412,"description":1413,"path":1414,"category":1272,"updatedAt":401,"sourceType":393,"tags":1415},"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",[768,769,418,584,1278],{"title":1417,"description":1418,"path":1419,"category":1272,"updatedAt":1043,"sourceType":393,"tags":1420},"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",[631,418,544,396,1278],{"title":1422,"description":1423,"path":1424,"category":1272,"updatedAt":637,"sourceType":393,"tags":1425},"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",[418,1051,1426,1427,1278],"protocol","scopes",{"title":1429,"description":1430,"path":1431,"category":1272,"updatedAt":627,"sourceType":393,"tags":1432},"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",[630,1433,612,854,787],"mention",{"title":1435,"description":1436,"path":1437,"category":1272,"updatedAt":637,"sourceType":393,"tags":1438},"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",[1095,1439,1440,1441,1278],"visibility","activeHours","alerts",{"title":1443,"description":1444,"path":1445,"category":1272,"updatedAt":627,"sourceType":393,"tags":1446},"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",[1045,1051,1447,418,1278],"sdk",{"title":1449,"description":1450,"path":1451,"category":1272,"updatedAt":627,"sourceType":393,"tags":1452},"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",[432,1453,1074,1454,1278],"include","arrays",{"title":1456,"description":1457,"path":1458,"category":1272,"updatedAt":401,"sourceType":393,"tags":1459},"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",[883,1460,734,466,1278],"invoke",{"title":1462,"description":1463,"path":1464,"category":1272,"updatedAt":637,"sourceType":393,"tags":1465},"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",[422,1466,1467,1468,1469,1278],"hybrid-search","ranking","mmr","retrieval",{"title":1471,"description":1472,"path":1473,"category":1272,"updatedAt":529,"sourceType":393,"tags":1474},"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 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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",[1369,1494,837,603,800],"raw-stream",{"title":1496,"description":1497,"path":1498,"category":1272,"updatedAt":637,"sourceType":393,"tags":1499},"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",[398,1500,605,418,1278],"tlsFingerprint",{"title":1502,"description":1503,"path":1504,"category":1272,"updatedAt":637,"sourceType":393,"tags":1505},"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",[630,1506,1507,1508,1278],"mentions","pending-history","reply",{"title":1510,"description":1511,"path":1512,"category":1272,"updatedAt":401,"sourceType":393,"tags":1513},"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",[1514,1515,566,603,1278],"secrets","secretrefs",{"title":1517,"description":1518,"path":1519,"category":1272,"updatedAt":627,"sourceType":393,"tags":1520},"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",[631,399,1384,768,854],{"title":1522,"description":1523,"path":1524,"category":1272,"updatedAt":1525,"sourceType":393,"tags":1526},"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 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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",[396,1251,768,398,399],{"title":1889,"description":1890,"path":1891,"category":1842,"date":529,"updatedAt":529,"sourceType":393,"source":1850,"tags":1892},"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",[657,659,734,420,1205],{"title":1894,"description":1895,"path":1896,"category":1693,"date":414,"updatedAt":414,"sourceType":682,"source":1897,"tags":1898},"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",[1573,683,1696,1649],{"title":1900,"description":1901,"path":1902,"category":1842,"date":529,"updatedAt":529,"sourceType":393,"source":1903,"tags":1904},"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",[665,433,674,675,1905,666],"telemetry",{"title":1907,"description":1908,"path":1909,"category":1635,"date":487,"updatedAt":487,"sourceType":393,"source":1910,"tags":1911},"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",[595,418,1410,585,440],{"title":1913,"description":1914,"path":1915,"category":1842,"date":401,"updatedAt":401,"sourceType":393,"source":1916,"tags":1917},"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",[432,977,611,1918,440],"overrides",{"title":1920,"description":1921,"path":1922,"category":1635,"date":487,"updatedAt":487,"sourceType":393,"source":1830,"tags":1923},"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",[999,1000,569,422,1924],"continuity",{"title":1926,"description":1927,"path":1928,"category":1635,"date":487,"updatedAt":487,"sourceType":393,"source":1929,"tags":1930},"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",[397,396,1081,768,398],{"title":1932,"description":1933,"path":1934,"category":1842,"date":1043,"updatedAt":1043,"sourceType":393,"source":391,"tags":1935},"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",[396,568,1361,605,397],{"title":1937,"description":1938,"path":1939,"category":1842,"date":529,"updatedAt":529,"sourceType":393,"source":391,"tags":1940},"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",[396,544,709,1361,612,1941],"web",{"title":1943,"description":1944,"path":1945,"category":1635,"date":414,"updatedAt":414,"sourceType":682,"source":1946,"tags":1947},"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",[429,433,683,1573],{"title":1949,"description":1950,"path":1951,"category":1842,"date":627,"updatedAt":627,"sourceType":393,"source":1952,"tags":1953},"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",[769,768,709,1109,1954],"rotate",{"title":1956,"description":1957,"path":1958,"category":1842,"date":401,"updatedAt":401,"sourceType":393,"source":1959,"tags":1960},"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",[1973,1974,1975,1976],"education","adoption","ai-tutor","higher-education",{"title":1978,"description":1979,"path":1980,"category":1970,"date":414,"updatedAt":414,"sourceType":682,"source":1981,"tags":1982},"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",[439,1575,466,1573],{"title":1984,"description":1985,"path":1986,"category":1635,"date":487,"updatedAt":487,"sourceType":393,"source":1987,"tags":1988},"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",[433,665,521,523,684],{"title":1990,"description":1991,"path":1992,"category":1842,"date":590,"updatedAt":590,"sourceType":393,"source":1993,"tags":1994},"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",[746,747,748,749,420,750],{"title":1996,"description":1997,"path":1998,"category":1842,"date":627,"updatedAt":627,"sourceType":393,"source":1999,"tags":2000},"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",[418,768,2001,709,584],"pending",{"title":2003,"description":2004,"path":2005,"category":1842,"date":1043,"updatedAt":1043,"sourceType":393,"source":2006,"tags":2007},"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",[418,631,544,396,2008],"state",{"title":2010,"description":2011,"path":2012,"category":1842,"date":627,"updatedAt":627,"sourceType":393,"source":2013,"tags":2014},"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",[630,1433,854,787,612],{"title":2016,"description":2017,"path":2018,"category":1842,"date":637,"updatedAt":637,"sourceType":393,"source":2013,"tags":2019},"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",[630,1506,2020,629,901],"activation",{"title":2022,"description":2023,"path":2024,"category":1842,"date":627,"updatedAt":627,"sourceType":393,"source":2025,"tags":2026},"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",[432,1453,1074,1454,440],{"title":2028,"description":2029,"path":2030,"category":1635,"date":487,"updatedAt":487,"sourceType":393,"source":2031,"tags":2032},"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",[2033,1575,2034,2035,2036],"showcase","home-assistant","nix","infrastructure",{"title":2038,"description":2039,"path":2040,"category":1842,"date":401,"updatedAt":401,"sourceType":393,"source":2041,"tags":2042},"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",[2033,422,717,2070,2071],"vector-search","knowledge",{"title":2073,"description":2074,"path":2075,"category":1842,"date":627,"updatedAt":627,"sourceType":393,"source":2076,"tags":2077},"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",[1433,630,657,659,724],{"title":2079,"description":2080,"path":2081,"category":1842,"date":401,"updatedAt":401,"sourceType":393,"source":2082,"tags":2083},"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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和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1205,710,397,768,398],{"title":2107,"description":2108,"path":2109,"category":1842,"date":637,"updatedAt":637,"sourceType":393,"source":2110,"tags":2111},"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",[396,544,1051,1205,585],{"title":2113,"description":2114,"path":2115,"category":1842,"date":627,"updatedAt":627,"sourceType":393,"source":1952,"tags":2116},"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",[768,1313,420,1314,440],{"title":2118,"description":2119,"path":2120,"category":1635,"date":487,"updatedAt":487,"sourceType":393,"source":2121,"tags":2122},"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",[521,683,523,682,684],{"title":2124,"description":2125,"path":2126,"category":1842,"date":529,"updatedAt":529,"sourceType":393,"source":2127,"tags":2128},"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",[603,537,584,605,901],{"title":2142,"description":2143,"path":2144,"category":1842,"date":637,"updatedAt":637,"sourceType":393,"source":2145,"tags":2146},"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",[603,1277,537,418,440],{"title":2148,"description":2149,"path":2150,"category":1635,"date":487,"updatedAt":487,"sourceType":393,"source":1830,"tags":2151},"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",[1190,1191,1193,1192],{"title":2153,"description":2154,"path":2155,"category":1842,"date":401,"updatedAt":401,"sourceType":393,"source":391,"tags":2156},"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",[396,768,584,398,400],{"title":2158,"description":2159,"path":2160,"category":1842,"date":627,"updatedAt":627,"sourceType":393,"source":2161,"tags":2162},"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",[612,611,2163,420,613],"threads",{"title":2165,"description":2166,"path":2167,"category":1842,"date":590,"updatedAt":590,"sourceType":393,"source":2168,"tags":2169},"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",[942,829,943,514,421],{"title":2171,"description":2172,"path":2173,"category":1842,"date":627,"updatedAt":627,"sourceType":393,"source":2174,"tags":2175},"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",[1515,2176,2177,1514,440],"snapshot","rotation",{"title":2179,"description":2180,"path":2181,"category":1842,"date":627,"updatedAt":627,"sourceType":393,"source":2041,"tags":2182},"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",[399,2196,800,439],"compliance",{"title":2198,"description":2199,"path":2200,"category":1842,"date":401,"updatedAt":401,"sourceType":393,"source":2174,"tags":2201},"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",[399,1514,734,2202,440],"proxy",{"title":2204,"description":2205,"path":2206,"category":1842,"date":1525,"updatedAt":1525,"sourceType":393,"source":2207,"tags":2208},"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 这几层边界写得更清楚了。","/news/openclaw-session-jsonl-deep-dive-watch-2026-04-01","https://docs.openclaw.ai/reference/session-management-compaction",[631,1528,1000,1527,418],{"title":2210,"description":2211,"path":2212,"category":1842,"date":1525,"updatedAt":1525,"sourceType":393,"source":2213,"tags":2214},"OpenClaw 的 sessions CLI 正在从会话列表命令长成 store 巡检入口","官方最近把 sessions CLI 的 scope、all-agents、active 和显式 store 路径写得更完整了，也让它更适合作为长期运维里的 session store 巡检面。","/news/openclaw-sessions-cli-watch-2026-04-01","https://docs.openclaw.ai/cli/sessions",[569,595,1534,1216,440],{"title":2216,"description":2217,"path":2218,"category":1842,"date":627,"updatedAt":627,"sourceType":393,"source":2219,"tags":2220},"OpenClaw 正在把 shared inbox 明确限定为协作硬化，而不是多租户承诺","官方最新 security audit 文档正在更明确地区分协作型 shared inbox 与互不信任多租户环境，并把 secure DM、sandbox 和 workspace-scoped access 组合成更完整的加固建议。","/news/openclaw-shared-inbox-trust-model-watch-2026-03-25","https://docs.openclaw.ai/cli/security",[399,1231,1232,2221,418],"sandbox",{"title":2223,"description":2224,"path":2225,"category":1635,"date":487,"updatedAt":487,"sourceType":393,"source":2031,"tags":2226},"OpenClaw 官方 Showcase 更新：Telegram PR 反馈、酒窖 Skill 与 Tesco 自动购物成为新样板","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得中文站关注的三个社区案例，观察 OpenClaw 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",[2033,682,657,433,467],{"title":2228,"description":2229,"path":2230,"category":1842,"date":637,"updatedAt":637,"sourceType":393,"source":2219,"tags":2231},"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",[1231,1385,629,612,399],{"title":2233,"description":2234,"path":2235,"category":1842,"date":1525,"updatedAt":1525,"sourceType":393,"source":2236,"tags":2237},"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",[1527,603,1553,1554,2238],"compatibility",{"title":2240,"description":2241,"path":2242,"category":1842,"date":529,"updatedAt":529,"sourceType":393,"source":1886,"tags":2243},"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",[1251,399,398,418,605],{"title":2245,"description":2246,"path":2247,"category":1842,"date":1043,"updatedAt":1043,"sourceType":393,"source":2006,"tags":2248},"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",[418,544,1045,1369,631],{"title":2250,"description":2251,"path":2252,"category":1842,"date":529,"updatedAt":529,"sourceType":393,"source":2253,"tags":2254},"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",[1601,1193,876,418,2008],{"title":2256,"description":2257,"path":2258,"category":1842,"date":529,"updatedAt":529,"sourceType":393,"source":2259,"tags":2260},"OpenClaw 更新观察：stable、beta、dev 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