[{"data":1,"prerenderedAt":3063},["ShallowReactive",2],{"docs:operations/chat-approval-forwarding":3,"content-manifest":419},{"id":4,"title":5,"body":6,"category":399,"date":400,"description":401,"extension":402,"meta":403,"navigation":404,"path":405,"seo":406,"source":407,"sourceName":408,"sourceType":409,"stem":410,"tags":411,"updatedAt":417,"__hash__":418},"docs/docs/operations/chat-approval-forwarding.md","Exec approvals 转发到聊天渠道该怎么设计",{"type":7,"value":8,"toc":373},"minimark",[9,13,17,24,27,31,34,45,48,53,56,59,67,70,73,87,90,98,101,109,112,122,125,130,133,136,142,145,156,161,163,171,174,179,182,185,188,191,199,202,210,213,216,219,230,233,237,240,243,254,257,260,269,275,278,292,298,301,305,308,312,315,322,325,328,331,349,352],[10,11,5],"h1",{"id":12},"exec-approvals-转发到聊天渠道该怎么设计",[14,15,16],"p",{},"OpenClaw 最近把 approvals 文档补得更细以后，一个很值得中文站单独展开的点是：",[18,19,20],"ul",{},[21,22,23],"li",{},"exec approval 不一定非要在本地控制台前点",[14,25,26],{},"官方已经把“转发到聊天渠道再批准”的链路做成了正式能力，这对远程值班特别有用。",[28,29,30],"h2",{"id":30},"这条能力到底在解决什么问题",[14,32,33],{},"很多 Gateway 不再跑在操作者手边，而是：",[18,35,36,39,42],{},[21,37,38],{},"跑在远程主机",[21,40,41],{},"跑在家庭服务器",[21,43,44],{},"跑在团队共用节点",[14,46,47],{},"这时如果所有 exec approval 都要求：",[18,49,50],{},[21,51,52],{},"你人必须坐在原控制台前",[14,54,55],{},"实际运营成本会很高。",[14,57,58],{},"官方 approvals forwarding 正是在解决：",[18,60,61,64],{},[21,62,63],{},"执行请求出现在远程环境",[21,65,66],{},"但批准动作可以从受控聊天入口完成",[28,68,69],{"id":69},"转发后你能看到什么",[14,71,72],{},"根据官方文档，approval request 本身会带比较完整的元信息，例如：",[18,74,75,78,81,84],{},[21,76,77],{},"命令和参数",[21,79,80],{},"当前工作目录",[21,82,83],{},"agent id",[21,85,86],{},"解析后的可执行文件路径",[14,88,89],{},"这很重要，因为聊天里做批准，最怕的是：",[18,91,92,95],{},[21,93,94],{},"只看到一句“要不要批准”",[21,96,97],{},"却不知道真正会执行什么",[14,99,100],{},"官方现在这套设计，本质上是在尽量把关键判断信息也一起带过去。",[28,102,104,108],{"id":103},"approve-在这里扮演什么角色",[105,106,107],"code",{},"/approve"," 在这里扮演什么角色",[14,110,111],{},"当前官方文档明确列出了聊天渠道里的命令形态：",[113,114,120],"pre",{"className":115,"code":117,"language":118,"meta":119},[116],"language-text","/approve \u003Cid> allow-once\n/approve \u003Cid> allow-always\n/approve \u003Cid> deny\n","text","",[105,121,117],{"__ignoreMap":119},[14,123,124],{},"这意味着聊天渠道里的批准，不是模糊自然语言，而是：",[18,126,127],{},[21,128,129],{},"显式的、带 id 的操作",[14,131,132],{},"这对可审计性和误操作控制都更好。",[28,134,135],{"id":135},"三种动作应该怎么理解",[137,138,140],"h3",{"id":139},"allow-once",[105,141,139],{},[14,143,144],{},"更适合：",[18,146,147,150,153],{},[21,148,149],{},"一次性高风险动作",[21,151,152],{},"临时诊断",[21,154,155],{},"你还不想把这类命令长期放进白名单",[137,157,159],{"id":158},"allow-always",[105,160,158],{},[14,162,144],{},[18,164,165,168],{},[21,166,167],{},"你已经非常清楚这类命令的范围",[21,169,170],{},"它会频繁出现",[14,172,173],{},"但它的风险也最高，因为它会把本来逐次审查的动作变成持久放行。",[137,175,177],{"id":176},"deny",[105,178,176],{},[14,180,181],{},"这不是失败分支，而是正式安全动作。",[14,183,184],{},"越是远程和值班场景，越应该把“拒绝”当成正常路径。",[28,186,187],{"id":187},"为什么这条线特别适合远程值班",[14,189,190],{},"因为远程环境里最常见的现实是：",[18,192,193,196],{},[21,194,195],{},"你不总在 Dashboard 前",[21,197,198],{},"但又不能让 exec 完全无人批准",[14,200,201],{},"官方 approvals forwarding 恰好让这两件事可以同时成立：",[18,203,204,207],{},[21,205,206],{},"继续保留人工门",[21,208,209],{},"又不要求操作者总在同一台机器前",[28,211,212],{"id":212},"为什么它不适合无限扩散批准权",[14,214,215],{},"聊天里可批，不等于谁都该能批。",[14,217,218],{},"更稳的做法通常是：",[18,220,221,224],{},[21,222,223],{},"把 forwarding 发到受控 operator 入口",[21,225,226,227,229],{},"只有少量核心成员拥有 ",[105,228,107],{}," 权限",[14,231,232],{},"否则你会把原本集中在主机侧的高权限执行，扩散到太多聊天成员手里。",[28,234,236],{"id":235},"转发和-allowlist-pairing-要一起看","转发和 allowlist / pairing 要一起看",[14,238,239],{},"这条边界很重要。",[14,241,242],{},"因为如果你的聊天入口本身：",[18,244,245,248,251],{},[21,246,247],{},"pairing 太宽",[21,249,250],{},"allowlist 太松",[21,252,253],{},"群组过大",[14,255,256],{},"那 approval forwarding 的安全边界也会被同步放大。",[14,258,259],{},"所以更稳的顺序应该是：",[261,262,263,266],"ol",{},[21,264,265],{},"先把聊天入口收紧",[21,267,268],{},"再考虑把审批消息转发进去",[28,270,272,273],{"id":271},"哪些动作更适合只允许-allow-once","哪些动作更适合只允许 ",[105,274,139],{},[14,276,277],{},"更适合逐次批准的通常是：",[18,279,280,283,286,289],{},[21,281,282],{},"文件改动范围不确定的命令",[21,284,285],{},"包含宿主机写操作的动作",[21,287,288],{},"生产环境诊断",[21,290,291],{},"你还没决定是否长期信任的执行模式",[14,293,294,295,297],{},"这些场景下，直接给 ",[105,296,158],{}," 很容易过头。",[28,299,300],{"id":300},"中文用户最容易踩的坑",[137,302,304],{"id":303},"_1-觉得转发了就等于更安全","1. 觉得“转发了”就等于更安全",[14,306,307],{},"转发只是改变批准入口，不会自动替你收紧权限。",[137,309,311],{"id":310},"_2-在开放群里做-approvals","2. 在开放群里做 approvals",[14,313,314],{},"这几乎总比在受控 operator 入口里做更危险。",[137,316,318,319,321],{"id":317},"_3-频繁用-allow-always-替代真正的规则治理","3. 频繁用 ",[105,320,158],{}," 替代真正的规则治理",[14,323,324],{},"这会让审批系统慢慢退化成“先放开再说”。",[28,326,327],{"id":327},"一条更稳的落地顺序",[14,329,330],{},"建议按这个顺序：",[261,332,333,336,339,344],{},[21,334,335],{},"先在本地或 Dashboard 理解 approval 对象和命令信息",[21,337,338],{},"再把 forwarding 发到受控聊天入口",[21,340,341,342],{},"默认优先 ",[105,343,139],{},[21,345,346,347],{},"只有高频、低风险且范围明确的命令再考虑 ",[105,348,158],{},[28,350,351],{"id":351},"下一步推荐",[18,353,354,361,367],{},[21,355,356],{},[357,358,360],"a",{"href":359},"/docs/manual/exec-tools-and-approvals","Exec 工具、apply_patch 与执行审批",[21,362,363],{},[357,364,366],{"href":365},"/best-practices/approval-gated-automation","需要审批的自动化流程应该怎么设计",[21,368,369],{},[357,370,372],{"href":371},"/best-practices/operator-browser-discipline","多人协作时怎么管理 Operator 浏览器入口",{"title":119,"searchDepth":374,"depth":374,"links":375},2,[376,377,378,380,386,387,388,389,391,397,398],{"id":30,"depth":374,"text":30},{"id":69,"depth":374,"text":69},{"id":103,"depth":374,"text":379},"/approve 在这里扮演什么角色",{"id":135,"depth":374,"text":135,"children":381},[382,384,385],{"id":139,"depth":383,"text":139},3,{"id":158,"depth":383,"text":158},{"id":176,"depth":383,"text":176},{"id":187,"depth":374,"text":187},{"id":212,"depth":374,"text":212},{"id":235,"depth":374,"text":236},{"id":271,"depth":374,"text":390},"哪些动作更适合只允许 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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",[433,434,435,436,437,438],"concepts","gateway","agent","channels","tools","memory",{"title":440,"description":441,"path":442,"category":429,"updatedAt":443,"sourceType":431,"tags":444},"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",[445,446,447,448,449],"developers","teams","architecture","configuration","skills",{"title":451,"description":452,"path":453,"category":429,"updatedAt":443,"sourceType":431,"tags":454},"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",[455,416,434,456,457],"enterprise","security","upgrades",{"title":459,"description":460,"path":461,"category":429,"updatedAt":462,"sourceType":409,"tags":463},"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",[435,464,465,466],"quickstart","tutorial","basics",{"title":468,"description":469,"path":470,"category":429,"updatedAt":462,"sourceType":409,"tags":471},"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",[436,464,465,466],{"title":473,"description":474,"path":475,"category":429,"updatedAt":462,"sourceType":409,"tags":476},"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",[449,464,465,466],{"title":478,"description":479,"path":480,"category":429,"updatedAt":462,"sourceType":409,"tags":481},"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",[482,483,464,465],"workflow","automation",{"title":485,"description":486,"path":487,"category":429,"updatedAt":462,"sourceType":409,"tags":488},"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",[464,489,490,491],"installation","onboarding","dashboard",{"title":493,"description":494,"path":495,"category":429,"updatedAt":496,"sourceType":409,"tags":497},"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",[490,498,499,434],"daemon","setup",{"title":501,"description":502,"path":503,"category":429,"updatedAt":504,"sourceType":409,"tags":505},"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",[490,506,507,434,508],"remote","local","wizard",{"title":510,"description":511,"path":512,"category":429,"updatedAt":443,"sourceType":431,"tags":513},"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",[514,515,491,436,449],"personal","getting-started",{"title":517,"description":518,"path":519,"category":520,"updatedAt":496,"sourceType":409,"tags":521},"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",[522,523,524,490],"reading-path","overview","docs",{"title":526,"description":527,"path":528,"category":529,"updatedAt":530,"sourceType":409,"tags":531},"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",[523,532,436,533],"self-hosted","assistant",{"title":535,"description":536,"path":537,"category":429,"updatedAt":443,"sourceType":431,"tags":538},"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",[449,539,540,541,542],"plugins","multi-agent","hooks","decision",{"title":544,"description":545,"path":546,"category":429,"updatedAt":547,"sourceType":431,"tags":548},"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",[436,490,542,434,549],"safety",{"title":551,"description":552,"path":553,"category":429,"updatedAt":547,"sourceType":431,"tags":554},"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",[555,556,456,542,515],"models","configurations",{"title":558,"description":559,"path":560,"category":429,"updatedAt":547,"sourceType":431,"tags":561},"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",[491,562,436,542,515],"webchat",{"title":564,"description":565,"path":566,"category":429,"updatedAt":547,"sourceType":431,"tags":567},"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",[515,542,524,568,569],"paths","topics",{"title":571,"description":572,"path":573,"category":529,"updatedAt":496,"sourceType":409,"tags":574},"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",[575,446,576,532],"users","scenarios",{"title":578,"description":579,"path":580,"category":581,"updatedAt":582,"sourceType":409,"tags":583},"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",[623,892,1295,587,1296],{"title":1315,"description":1316,"path":1317,"category":1290,"updatedAt":655,"sourceType":409,"tags":1318},"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",[784,1319,675,785,1296],"bootstrapToken",{"title":1321,"description":1322,"path":1323,"category":1296,"updatedAt":582,"sourceType":409,"tags":1324},"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",[1325,586,631,595,1185,585],"templates",{"title":1327,"description":1328,"path":1329,"category":1290,"updatedAt":645,"sourceType":409,"tags":1330},"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",[784,1331,436,1332,1114],"allowFrom","account",{"title":1334,"description":1335,"path":1336,"category":1290,"updatedAt":748,"sourceType":409,"tags":1337},"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",[613,1296,1338,1339],"commands","terminal",{"title":1341,"description":1342,"path":1343,"category":1290,"updatedAt":655,"sourceType":409,"tags":1344},"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",[1345,1346,623,621,1296],"cloudflare-ai-gateway","headers",{"title":1348,"description":1349,"path":1350,"category":1351,"updatedAt":547,"sourceType":700,"tags":1352},"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",[700,1353,1354,1355],"github","issues","feedback",{"title":1357,"description":1358,"path":1359,"category":1290,"updatedAt":748,"sourceType":409,"tags":1360},"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",[448,1296,1361,1362],"settings","options",{"title":1364,"description":1365,"path":1366,"category":1290,"updatedAt":504,"sourceType":409,"tags":1367},"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",[709,784,785,730,1114],{"title":1369,"description":1370,"path":1371,"category":1290,"updatedAt":655,"sourceType":409,"tags":1372},"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",[611,864,1373,950,1296],"scheduler",{"title":1375,"description":1376,"path":1377,"category":1290,"updatedAt":1059,"sourceType":409,"tags":1378},"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",[491,729,1379,1380,623],"secretref","sessionStorage",{"title":1382,"description":1383,"path":1384,"category":1385,"updatedAt":748,"sourceType":409,"tags":1386},"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",[1387,1388,1389,1133,853],"debugging","debug","runtime-overrides",{"title":1391,"description":1392,"path":1393,"category":1290,"updatedAt":417,"sourceType":409,"tags":1394},"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",[1302,1395,1396,1388,1296],"logging","flags",{"title":1398,"description":1399,"path":1400,"category":1290,"updatedAt":417,"sourceType":409,"tags":1401},"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",[649,1402,1403,630,1296],"dmScope","identityLinks",{"title":1405,"description":1406,"path":1407,"category":1290,"updatedAt":417,"sourceType":409,"tags":1408},"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",[1133,1134,1302,1409,1296],"migrations",{"title":1411,"description":1412,"path":1413,"category":1290,"updatedAt":417,"sourceType":409,"tags":1414},"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",[993,448,657,1415,1296],"shell",{"title":1417,"description":1418,"path":1419,"category":1290,"updatedAt":547,"sourceType":431,"tags":1420},"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",[1421,1208,700,1422,1210],"sources","trust",{"title":1424,"description":1425,"path":1426,"category":1290,"updatedAt":504,"sourceType":409,"tags":1427},"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",[434,1428,613,1067,603],"rpc",{"title":1430,"description":1431,"path":1432,"category":1290,"updatedAt":417,"sourceType":409,"tags":1433},"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",[784,785,434,602,1296],{"title":1435,"description":1436,"path":1437,"category":1290,"updatedAt":1059,"sourceType":409,"tags":1438},"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",[649,434,562,491,1296],{"title":1440,"description":1441,"path":1442,"category":1290,"updatedAt":655,"sourceType":409,"tags":1443},"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",[434,1067,1444,1445,1296],"protocol","scopes",{"title":1447,"description":1448,"path":1449,"category":1290,"updatedAt":645,"sourceType":409,"tags":1450},"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",[648,1451,630,870,803],"mention",{"title":1453,"description":1454,"path":1455,"category":1290,"updatedAt":655,"sourceType":409,"tags":1456},"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",[1107,1457,1458,1459,1296],"visibility","activeHours","alerts",{"title":1461,"description":1462,"path":1463,"category":1290,"updatedAt":645,"sourceType":409,"tags":1464},"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",[1061,1067,1465,434,1296],"sdk",{"title":1467,"description":1468,"path":1469,"category":1290,"updatedAt":645,"sourceType":409,"tags":1470},"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",[448,1471,1085,1472,1296],"include","arrays",{"title":1474,"description":1475,"path":1476,"category":1290,"updatedAt":417,"sourceType":409,"tags":1477},"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",[899,1478,412,482,1296],"invoke",{"title":1480,"description":1481,"path":1482,"category":1290,"updatedAt":655,"sourceType":409,"tags":1483},"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",[438,1484,1485,1486,1487,1296],"hybrid-search","ranking","mmr","retrieval",{"title":1489,"description":1490,"path":1491,"category":1290,"updatedAt":547,"sourceType":409,"tags":1492},"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",[555,1493,623,621,1296],"probe",{"title":1495,"description":1496,"path":1497,"category":1290,"updatedAt":988,"sourceType":409,"tags":1498},"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",[784,785,1331,1499,1114],"credentials",{"title":1501,"description":1502,"path":1503,"category":1290,"updatedAt":547,"sourceType":409,"tags":1504},"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",[539,683,1505,1506,1210,1296],"npm","pin",{"title":1508,"description":1509,"path":1510,"category":1385,"updatedAt":504,"sourceType":409,"tags":1511},"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",[1387,1512,853,621,816],"raw-stream",{"title":1514,"description":1515,"path":1516,"category":1290,"updatedAt":655,"sourceType":409,"tags":1517},"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",[506,1518,623,434,1296],"tlsFingerprint",{"title":1520,"description":1521,"path":1522,"category":1290,"updatedAt":655,"sourceType":409,"tags":1523},"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",[648,1524,1525,1526,1296],"mentions","pending-history","reply",{"title":1528,"description":1529,"path":1530,"category":1290,"updatedAt":417,"sourceType":409,"tags":1531},"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",[1532,1533,584,621,1296],"secrets","secretrefs",{"title":1535,"description":1536,"path":1537,"category":1290,"updatedAt":645,"sourceType":409,"tags":1538},"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",[649,456,1402,784,870],{"title":1540,"description":1541,"path":1542,"category":1290,"updatedAt":1543,"sourceType":409,"tags":1544},"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",[491,1269,784,506,456],{"title":1908,"description":1909,"path":1910,"category":1860,"date":547,"updatedAt":547,"sourceType":409,"source":1868,"tags":1911},"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",[675,677,412,436,1223],{"title":1913,"description":1914,"path":1915,"category":1711,"date":430,"updatedAt":430,"sourceType":700,"source":1916,"tags":1917},"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",[1591,701,1714,1667],{"title":1919,"description":1920,"path":1921,"category":1860,"date":547,"updatedAt":547,"sourceType":409,"source":1922,"tags":1923},"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",[683,449,692,693,1924,684],"telemetry",{"title":1926,"description":1927,"path":1928,"category":1653,"date":504,"updatedAt":504,"sourceType":409,"source":1929,"tags":1930},"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",[613,434,1428,603,416],{"title":1932,"description":1933,"path":1934,"category":1860,"date":417,"updatedAt":417,"sourceType":409,"source":1935,"tags":1936},"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",[448,993,629,1937,416],"overrides",{"title":1939,"description":1940,"path":1941,"category":1653,"date":504,"updatedAt":504,"sourceType":409,"source":1848,"tags":1942},"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",[1015,1016,587,438,1943],"continuity",{"title":1945,"description":1946,"path":1947,"category":1653,"date":504,"updatedAt":504,"sourceType":409,"source":1948,"tags":1949},"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",[709,491,1093,784,506],{"title":1951,"description":1952,"path":1953,"category":1860,"date":1059,"updatedAt":1059,"sourceType":409,"source":1874,"tags":1954},"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",[491,586,1379,623,709],{"title":1956,"description":1957,"path":1958,"category":1860,"date":547,"updatedAt":547,"sourceType":409,"source":1874,"tags":1959},"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",[491,562,729,1379,630,1960],"web",{"title":1962,"description":1963,"path":1964,"category":1653,"date":430,"updatedAt":430,"sourceType":700,"source":1965,"tags":1966},"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",[445,449,701,1591],{"title":1968,"description":1969,"path":1970,"category":1860,"date":645,"updatedAt":645,"sourceType":409,"source":1971,"tags":1972},"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",[785,784,729,1127,1973],"rotate",{"title":1975,"description":1976,"path":1977,"category":1860,"date":417,"updatedAt":417,"sourceType":409,"source":1978,"tags":1979},"OpenClaw 的诊断与修复工作流正在成型","官方最近围绕 Doctor、Diagnostics Flags、Debugging 和 sessions cleanup 的文档更新，正在把 OpenClaw 的排障方式从“看日志猜”推进到更清楚的 repair ladder。","/news/openclaw-diagnostics-repair-watch-2026-03-22","https://docs.openclaw.ai/doctor",[1133,1302,1134,1387,416],{"title":1981,"description":1982,"path":1983,"category":1860,"date":645,"updatedAt":645,"sourceType":409,"source":1978,"tags":1984},"OpenClaw 排障观察：doctor 正在从“检查器”继续长成带备份心智的修复入口","基于 2026 年 3 月 25 日可见的官方 Doctor 文档，最近排障层最值得关注的变化之一是 doctor 对 stale config、unknown keys 和 legacy 状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[1133,1134,990,1211,1302],{"title":1986,"description":1987,"path":1988,"category":1989,"date":430,"updatedAt":430,"sourceType":700,"source":1990,"tags":1991},"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",[1992,1993,1994,1995],"education","adoption","ai-tutor","higher-education",{"title":1997,"description":1998,"path":1999,"category":1989,"date":430,"updatedAt":430,"sourceType":700,"source":2000,"tags":2001},"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",[455,1593,482,1591],{"title":2003,"description":2004,"path":2005,"category":1653,"date":504,"updatedAt":504,"sourceType":409,"source":2006,"tags":2007},"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",[449,683,539,541,702],{"title":2009,"description":2010,"path":2011,"category":1860,"date":608,"updatedAt":608,"sourceType":409,"source":2012,"tags":2013},"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",[762,763,764,765,436,766],{"title":2015,"description":2016,"path":2017,"category":1860,"date":645,"updatedAt":645,"sourceType":409,"source":2018,"tags":2019},"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",[434,784,2020,729,602],"pending",{"title":2022,"description":2023,"path":2024,"category":1860,"date":1059,"updatedAt":1059,"sourceType":409,"source":2025,"tags":2026},"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",[434,649,562,491,2027],"state",{"title":2029,"description":2030,"path":2031,"category":1860,"date":645,"updatedAt":645,"sourceType":409,"source":2032,"tags":2033},"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",[648,1451,870,803,630],{"title":2035,"description":2036,"path":2037,"category":1860,"date":655,"updatedAt":655,"sourceType":409,"source":2032,"tags":2038},"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",[648,1524,2039,647,917],"activation",{"title":2041,"description":2042,"path":2043,"category":1860,"date":645,"updatedAt":645,"sourceType":409,"source":2044,"tags":2045},"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 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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",[2052,438,737,2089,2090],"vector-search","knowledge",{"title":2092,"description":2093,"path":2094,"category":1860,"date":645,"updatedAt":645,"sourceType":409,"source":2095,"tags":2096},"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",[1451,648,675,677,744],{"title":2098,"description":2099,"path":2100,"category":1860,"date":417,"updatedAt":417,"sourceType":409,"source":2101,"tags":2102},"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",[1223,730,709,784,506],{"title":2126,"description":2127,"path":2128,"category":1860,"date":655,"updatedAt":655,"sourceType":409,"source":2129,"tags":2130},"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",[491,562,1067,1223,603],{"title":2132,"description":2133,"path":2134,"category":1860,"date":645,"updatedAt":645,"sourceType":409,"source":1971,"tags":2135},"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",[784,1331,436,1332,416],{"title":2137,"description":2138,"path":2139,"category":1653,"date":504,"updatedAt":504,"sourceType":409,"source":2140,"tags":2141},"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",[539,701,541,700,702],{"title":2143,"description":2144,"path":2145,"category":1860,"date":547,"updatedAt":547,"sourceType":409,"source":2146,"tags":2147},"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",[621,555,602,623,917],{"title":2161,"description":2162,"path":2163,"category":1860,"date":655,"updatedAt":655,"sourceType":409,"source":2164,"tags":2165},"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",[621,1295,555,434,416],{"title":2167,"description":2168,"path":2169,"category":1653,"date":504,"updatedAt":504,"sourceType":409,"source":1848,"tags":2170},"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",[1208,1209,1211,1210],{"title":2172,"description":2173,"path":2174,"category":1860,"date":417,"updatedAt":417,"sourceType":409,"source":1874,"tags":2175},"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",[491,784,602,506,1114],{"title":2177,"description":2178,"path":2179,"category":1860,"date":645,"updatedAt":645,"sourceType":409,"source":2180,"tags":2181},"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",[630,629,2182,436,631],"threads",{"title":2184,"description":2185,"path":2186,"category":1860,"date":608,"updatedAt":608,"sourceType":409,"source":2187,"tags":2188},"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",[958,845,959,532,437],{"title":2190,"description":2191,"path":2192,"category":1860,"date":645,"updatedAt":645,"sourceType":409,"source":2193,"tags":2194},"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",[1533,2195,2196,1532,416],"snapshot","rotation",{"title":2198,"description":2199,"path":2200,"category":1860,"date":645,"updatedAt":645,"sourceType":409,"source":2060,"tags":2201},"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",[456,2215,816,455],"compliance",{"title":2217,"description":2218,"path":2219,"category":1860,"date":417,"updatedAt":417,"sourceType":409,"source":2193,"tags":2220},"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",[456,1532,412,2221,416],"proxy",{"title":2223,"description":2224,"path":2225,"category":1860,"date":1543,"updatedAt":1543,"sourceType":409,"source":2226,"tags":2227},"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",[649,1546,1016,1545,434],{"title":2229,"description":2230,"path":2231,"category":1860,"date":1543,"updatedAt":1543,"sourceType":409,"source":2232,"tags":2233},"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",[587,613,1552,1234,416],{"title":2235,"description":2236,"path":2237,"category":1860,"date":645,"updatedAt":645,"sourceType":409,"source":2238,"tags":2239},"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",[456,1249,1250,2240,434],"sandbox",{"title":2242,"description":2243,"path":2244,"category":1653,"date":504,"updatedAt":504,"sourceType":409,"source":2050,"tags":2245},"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",[2052,700,675,449,483],{"title":2247,"description":2248,"path":2249,"category":1860,"date":655,"updatedAt":655,"sourceType":409,"source":2238,"tags":2250},"OpenClaw 正在把团队入口治理拆成更细的几层","官方最近围绕 security audit、session、broadcast groups 和 channel routing 的文档更新，正在把 shared-user ingress、identityLinks、broadcast precedence 和 shared inbox 硬化拆成更清楚的治理面。","/news/openclaw-team-ingress-governance-watch-2026-03-29",[1249,1403,647,630,456],{"title":2252,"description":2253,"path":2254,"category":1860,"date":1543,"updatedAt":1543,"sourceType":409,"source":2255,"tags":2256},"OpenClaw 正在把 transcript hygiene 从隐藏兼容层写成正式参考边界","官方最近单独写出 Transcript Hygiene 文档后，tool call 修补、图片清理和 provider fixups 不再只是内部细节，而成了更清楚的运行前兼容层。","/news/openclaw-transcript-hygiene-watch-2026-04-01","https://docs.openclaw.ai/zh-CN/reference/transcript-hygiene",[1545,621,1571,1572,2257],"compatibility",{"title":2259,"description":2260,"path":2261,"category":1860,"date":547,"updatedAt":547,"sourceType":409,"source":1905,"tags":2262},"OpenClaw 远程入口观察：trusted-proxy 正在被官方明确定义为高收益但高责任模式","基于 2026 年 3 月 24 日可见的官方 trusted-proxy auth 文档，最近最值得关注的不是怎么把页面转发出来，而是 OpenClaw 正在主动强调 trusted-proxy 的安全责任转移。","/news/openclaw-trusted-proxy-risk-watch-2026-03-24",[1269,456,506,434,623],{"title":2264,"description":2265,"path":2266,"category":1860,"date":1059,"updatedAt":1059,"sourceType":409,"source":2025,"tags":2267},"OpenClaw 的 UI 和 API 排障正在越来越像按层定位，而不是猜谁错了","官方最新 Session、WebChat 和 API 文档共同强化了一条思路：状态冲突时先回到 Gateway 事实层，再区分 UI 投影视图和 API 结构化返回。","/news/openclaw-ui-api-debug-watch-2026-03-26",[434,562,1061,1387,649],{"title":2269,"description":2270,"path":2271,"category":1860,"date":547,"updatedAt":547,"sourceType":409,"source":2272,"tags":2273},"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",[1619,1211,892,434,2027],{"title":2275,"description":2276,"path":2277,"category":1860,"date":547,"updatedAt":547,"sourceType":409,"source":2278,"tags":2279},"OpenClaw 更新观察：stable、beta、dev 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