[{"data":1,"prerenderedAt":3013},["ShallowReactive",2],{"docs:operations/update-channels-and-safe-rollout":3,"content-manifest":506},{"id":4,"title":5,"body":6,"category":488,"date":489,"description":490,"extension":491,"meta":492,"navigation":493,"path":494,"seo":495,"source":496,"sourceName":497,"sourceType":498,"stem":499,"tags":500,"updatedAt":504,"__hash__":505},"docs/docs/operations/update-channels-and-safe-rollout.md","stable、beta、dev 更新通道该怎么选",{"type":7,"value":8,"toc":464},"minimark",[9,13,22,29,32,43,46,50,67,73,76,90,93,172,175,178,181,206,209,216,219,230,236,241,244,249,253,256,261,264,291,294,300,303,308,313,324,330,341,344,349,352,358,369,375,379,382,403,406,417,420,426,429,433,436,439,460],[10,11,5],"h1",{"id":12},"stablebetadev-更新通道该怎么选",[14,15,16,17,21],"p",{},"最近官方把 ",[18,19,20],"code",{},"openclaw update"," 和 Updating 文档补得更完整以后，一个非常值得中文团队单独理解的点是：",[23,24,25],"ul",{},[26,27,28],"li",{},"OpenClaw 的更新已经不是“升不升级”两种状态",[14,30,31],{},"而是开始形成：",[23,33,34,37,40],{},[26,35,36],{},"stable",[26,38,39],{},"beta",[26,41,42],{},"dev",[14,44,45],{},"三条明确轨道。",[47,48,49],"h2",{"id":49},"先用一句话记住差别",[23,51,52,57,62],{},[26,53,54,56],{},[18,55,36],{},"：更适合正式长期运行",[26,58,59,61],{},[18,60,39],{},"：更适合提前跟变化但仍保留版本轨道",[26,63,64,66],{},[18,65,42],{},"：更适合源码跟进和高频验证",[47,68,70,72],{"id":69},"openclaw-update-现在不只是升级命令",[18,71,20],{}," 现在不只是升级命令",[14,74,75],{},"根据当前官方 CLI 文档，它已经同时承担：",[23,77,78,81,84,87],{},[26,79,80],{},"更新",[26,82,83],{},"切 channel",[26,85,86],{},"切 tag / 版本目标",[26,88,89],{},"重启前后安全检查",[14,91,92],{},"常见入口包括：",[94,95,100],"pre",{"className":96,"code":97,"language":98,"meta":99,"style":99},"language-bash shiki shiki-themes github-light github-dark","openclaw update\nopenclaw update status\nopenclaw update wizard\nopenclaw update --channel beta\nopenclaw update --channel dev\nopenclaw update 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已经被当成：",[23,237,238],{},[26,239,240],{},"持续跟随上游开发",[14,242,243],{},"而不是：",[23,245,246],{},[26,247,248],{},"普通用户顺手切一下的体验模式",[47,250,252],{"id":251},"auto-updater-现在怎么工作","auto-updater 现在怎么工作",[14,254,255],{},"Updating 文档当前明确说明：",[23,257,258],{},[26,259,260],{},"auto-updater 默认关闭",[14,262,263],{},"开启后，不同 channel 行为也不同：",[23,265,266,275,284],{},[26,267,268,270,271,274],{},[18,269,36],{},"：等待 ",[18,272,273],{},"stableDelayHours","，再配 deterministic jitter 分散 rollout",[26,276,277,279,280,283],{},[18,278,39],{},"：按 ",[18,281,282],{},"betaCheckIntervalHours"," 高频检查并立即应用",[26,285,286,288,289],{},[18,287,42],{},"：不自动应用，继续靠手动 ",[18,290,20],{},[14,292,293],{},"这意味着“自动更新”本身也已经带上了不同风险节奏。",[47,295,212,297,299],{"id":296},"为什么-stable-更适合团队默认轨道",[18,298,36],{}," 更适合团队默认轨道",[14,301,302],{},"官方这套设计本身就已经在表达一个很现实的治理建议：",[23,304,305],{},[26,306,307],{},"团队正式环境不应该和上游开发 tip 同步",[14,309,310,312],{},[18,311,36],{}," 的延迟和抖动，本质上是在给：",[23,314,315,318,321],{},[26,316,317],{},"风险分散",[26,319,320],{},"回看问题",[26,322,323],{},"留出观察窗口",[47,325,327,328],{"id":326},"什么时候可以考虑-beta","什么时候可以考虑 ",[18,329,39],{},[23,331,332,335,338],{},[26,333,334],{},"你想提前看新能力",[26,336,337],{},"你愿意承担更快变化",[26,339,340],{},"但仍希望保留明确发布轨道",[14,342,343],{},"它更像：",[23,345,346],{},[26,347,348],{},"提前试运行层",[14,350,351],{},"而不是彻底开发态。",[47,353,355,356],{"id":354},"什么时候才适合-dev","什么时候才适合 ",[18,357,42],{},[23,359,360,363,366],{},[26,361,362],{},"你本身就在跟源码",[26,364,365],{},"你愿意接受更高变动频率",[26,367,368],{},"你能处理 clean worktree、构建和 doctor 这条线",[14,370,371,372,374],{},"如果不满足这些前提，",[18,373,42],{}," 通常会把维护成本拉得很高。",[47,376,378],{"id":377},"一条更稳的-rollout-顺序","一条更稳的 rollout 顺序",[14,380,381],{},"多数团队更适合按这条线推进：",[383,384,385,390,395,400],"ol",{},[26,386,387,388],{},"生产环境默认 ",[18,389,36],{},[26,391,392,393],{},"一台试验实例先跟 ",[18,394,39],{},[26,396,397,398],{},"真要看上游开发，再单独开 ",[18,399,42],{},[26,401,402],{},"插件和渠道环境也跟着同一节奏验证",[47,404,405],{"id":405},"最容易踩的坑",[407,408,410,411,413,414,416],"h3",{"id":409},"_1-把-beta-和-dev-当成同一类更快更新","1. 把 ",[18,412,39],{}," 和 ",[18,415,42],{}," 当成同一类“更快更新”",[14,418,419],{},"两者风险完全不是一层。",[407,421,423,424],{"id":422},"_2-正式环境直接切-dev","2. 正式环境直接切 ",[18,425,42],{},[14,427,428],{},"后面最容易把源码、插件和服务状态一起搅乱。",[407,430,432],{"id":431},"_3-开了-auto-updater-却没给实例分层","3. 开了 auto-updater 却没给实例分层",[14,434,435],{},"这样往往会让所有环境同时承担同样风险。",[47,437,438],{"id":438},"下一步推荐",[23,440,441,448,454],{},[26,442,443],{},[444,445,447],"a",{"href":446},"/docs/setup/installer-update-and-uninstall","安装器、更新与卸载",[26,449,450],{},[444,451,453],{"href":452},"/best-practices/staged-upgrade-windows","升级窗口怎么安排更稳",[26,455,456],{},[444,457,459],{"href":458},"/best-practices/release-watch-to-upgrade-decision","Release 跟踪到升级决策这条线怎么走",[461,462,463],"style",{},"html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki 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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",[520,521,522,502,523,524],"concepts","gateway","agent","tools","memory",{"title":526,"description":527,"path":528,"category":516,"updatedAt":529,"sourceType":518,"tags":530},"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",[531,532,533,534,535],"developers","teams","architecture","configuration","skills",{"title":537,"description":538,"path":539,"category":516,"updatedAt":529,"sourceType":518,"tags":540},"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",[541,542,521,543,544],"enterprise","operations","security","upgrades",{"title":546,"description":547,"path":548,"category":516,"updatedAt":549,"sourceType":498,"tags":550},"创建第一个 Agent","从零开始创建你的第一个 OpenClaw Agent，理解 Agent 的基本概念和配置方式。","/docs/getting-started/first-agent","2026-03-12",[522,551,552,553],"quickstart","tutorial","basics",{"title":555,"description":556,"path":557,"category":516,"updatedAt":549,"sourceType":498,"tags":558},"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",[502,551,552,553],{"title":560,"description":561,"path":562,"category":516,"updatedAt":549,"sourceType":498,"tags":563},"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",[535,551,552,553],{"title":565,"description":566,"path":567,"category":516,"updatedAt":549,"sourceType":498,"tags":568},"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",[569,570,551,552],"workflow","automation",{"title":572,"description":573,"path":574,"category":516,"updatedAt":575,"sourceType":498,"tags":576},"快速入门","按官方推荐链路，在本机完成 OpenClaw 的安装、初始化、状态检查和第一次进入 Control UI。","/docs/getting-started/getting-started","2026-03-11",[551,577,578,579],"installation","onboarding","dashboard",{"title":581,"description":582,"path":583,"category":516,"updatedAt":575,"sourceType":498,"tags":584},"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",[578,585,586,521],"daemon","setup",{"title":588,"description":589,"path":590,"category":516,"updatedAt":591,"sourceType":498,"tags":592},"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",[578,593,594,521,595],"remote","local","wizard",{"title":597,"description":598,"path":599,"category":516,"updatedAt":529,"sourceType":518,"tags":600},"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 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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",[787,1322,1303,826,1304],"profiles",{"title":1324,"description":1325,"path":1326,"category":1298,"updatedAt":712,"sourceType":498,"tags":1327},"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",[838,1328,733,839,1304],"bootstrapToken",{"title":1330,"description":1331,"path":1332,"category":1298,"updatedAt":702,"sourceType":498,"tags":1333},"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",[838,1334,502,1335,1130],"allowFrom","account",{"title":1337,"description":1338,"path":1339,"category":1298,"updatedAt":549,"sourceType":498,"tags":1340},"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",[971,1304,1341,1342],"commands","terminal",{"title":1344,"description":1345,"path":1346,"category":1298,"updatedAt":712,"sourceType":498,"tags":1347},"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",[1348,1349,787,798,1304],"cloudflare-ai-gateway","headers",{"title":1351,"description":1352,"path":1353,"category":1354,"updatedAt":504,"sourceType":758,"tags":1355},"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",[758,1356,1357,1358],"github","issues","feedback",{"title":1360,"description":1361,"path":1362,"category":1298,"updatedAt":549,"sourceType":498,"tags":1363},"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",[534,1304,1364,1365],"settings","options",{"title":1367,"description":1368,"path":1369,"category":1298,"updatedAt":591,"sourceType":498,"tags":1370},"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",[767,838,839,789,1130],{"title":1372,"description":1373,"path":1374,"category":1298,"updatedAt":712,"sourceType":498,"tags":1375},"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",[1115,918,1376,1377,1304],"scheduler","queue",{"title":1379,"description":1380,"path":1381,"category":1298,"updatedAt":1069,"sourceType":498,"tags":1382},"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",[579,788,1383,1384,787],"secretref","sessionStorage",{"title":1386,"description":1387,"path":1388,"category":1389,"updatedAt":549,"sourceType":498,"tags":1390},"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",[1391,1392,1393,1149,907],"debugging","debug","runtime-overrides",{"title":1395,"description":1396,"path":1397,"category":1298,"updatedAt":684,"sourceType":498,"tags":1398},"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",[1310,1399,1400,1392,1304],"logging","flags",{"title":1402,"description":1403,"path":1404,"category":1298,"updatedAt":684,"sourceType":498,"tags":1405},"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",[706,1406,1407,687,1304],"dmScope","identityLinks",{"title":1409,"description":1410,"path":1411,"category":1298,"updatedAt":684,"sourceType":498,"tags":1412},"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",[1149,1150,1310,1413,1304],"migrations",{"title":1415,"description":1416,"path":1417,"category":1298,"updatedAt":684,"sourceType":498,"tags":1418},"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",[1012,534,714,1419,1304],"shell",{"title":1421,"description":1422,"path":1423,"category":1298,"updatedAt":504,"sourceType":518,"tags":1424},"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",[1425,1224,758,1426,1226],"sources","trust",{"title":1428,"description":1429,"path":1430,"category":1298,"updatedAt":591,"sourceType":498,"tags":1431},"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",[521,1432,971,1077,679],"rpc",{"title":1434,"description":1435,"path":1436,"category":1298,"updatedAt":684,"sourceType":498,"tags":1437},"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",[838,839,521,678,1304],{"title":1439,"description":1440,"path":1441,"category":1298,"updatedAt":1069,"sourceType":498,"tags":1442},"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",[706,521,648,579,1304],{"title":1444,"description":1445,"path":1446,"category":1298,"updatedAt":712,"sourceType":498,"tags":1447},"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",[521,1077,1448,1449,1304],"protocol","scopes",{"title":1451,"description":1452,"path":1453,"category":1298,"updatedAt":702,"sourceType":498,"tags":1454},"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",[705,1455,687,924,857],"mention",{"title":1457,"description":1458,"path":1459,"category":1298,"updatedAt":712,"sourceType":498,"tags":1460},"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",[1123,1461,1462,1463,1304],"visibility","activeHours","alerts",{"title":1465,"description":1466,"path":1467,"category":1298,"updatedAt":702,"sourceType":498,"tags":1468},"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",[1071,1077,1469,521,1304],"sdk",{"title":1471,"description":1472,"path":1473,"category":1298,"updatedAt":702,"sourceType":498,"tags":1474},"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",[534,1475,1100,1476,1304],"include","arrays",{"title":1478,"description":1479,"path":1480,"category":1298,"updatedAt":684,"sourceType":498,"tags":1481},"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",[944,1482,813,569,1304],"invoke",{"title":1484,"description":1485,"path":1486,"category":1298,"updatedAt":712,"sourceType":498,"tags":1487},"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",[524,1488,1489,1490,1491,1304],"hybrid-search","ranking","mmr","retrieval",{"title":1493,"description":1494,"path":1495,"category":1298,"updatedAt":504,"sourceType":498,"tags":1496},"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",[641,1497,787,798,1304],"probe",{"title":1499,"description":1500,"path":1501,"category":1298,"updatedAt":1007,"sourceType":498,"tags":1502},"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",[838,839,1334,1503,1130],"credentials",{"title":1505,"description":1506,"path":1507,"category":1298,"updatedAt":504,"sourceType":498,"tags":1508},"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",[626,741,1509,1510,1226,1304],"npm","pin",{"title":1512,"description":1513,"path":1514,"category":1389,"updatedAt":591,"sourceType":498,"tags":1515},"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",[1391,1516,907,798,870],"raw-stream",{"title":1518,"description":1519,"path":1520,"category":1298,"updatedAt":712,"sourceType":498,"tags":1521},"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",[593,1522,787,521,1304],"tlsFingerprint",{"title":1524,"description":1525,"path":1526,"category":1298,"updatedAt":712,"sourceType":498,"tags":1527},"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",[706,543,1406,838,924],{"title":1545,"description":1546,"path":1547,"category":1298,"updatedAt":1548,"sourceType":498,"tags":1549},"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",[706,1550,1551,1026,1304],"transcript","jsonl",{"title":1553,"description":1554,"path":1555,"category":1298,"updatedAt":1548,"sourceType":498,"tags":1556},"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 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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",[733,735,813,502,1239],{"title":1907,"description":1908,"path":1909,"category":1719,"date":517,"updatedAt":517,"sourceType":758,"source":1910,"tags":1911},"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",[1596,759,1722,1674],{"title":1913,"description":1914,"path":1915,"category":1866,"date":504,"updatedAt":504,"sourceType":498,"source":1916,"tags":1917},"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",[741,535,750,751,1918,742],"telemetry",{"title":1920,"description":1921,"path":1922,"category":1659,"date":591,"updatedAt":591,"sourceType":498,"source":1923,"tags":1924},"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",[971,521,1432,679,542],{"title":1926,"description":1927,"path":1928,"category":1866,"date":684,"updatedAt":684,"sourceType":498,"source":1929,"tags":1930},"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",[534,1012,686,1931,542],"overrides",{"title":1933,"description":1934,"path":1935,"category":1659,"date":591,"updatedAt":591,"sourceType":498,"source":1860,"tags":1936},"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",[1025,1026,826,524,1937],"continuity",{"title":1939,"description":1940,"path":1941,"category":1659,"date":591,"updatedAt":591,"sourceType":498,"source":1942,"tags":1943},"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",[767,579,1108,838,593],{"title":1945,"description":1946,"path":1947,"category":1866,"date":1069,"updatedAt":1069,"sourceType":498,"source":1880,"tags":1948},"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",[579,1949,1383,787,767],"bootstrap",{"title":1951,"description":1952,"path":1953,"category":1866,"date":504,"updatedAt":504,"sourceType":498,"source":1880,"tags":1954},"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",[579,648,788,1383,687,1955],"web",{"title":1957,"description":1958,"path":1959,"category":1659,"date":517,"updatedAt":517,"sourceType":758,"source":1960,"tags":1961},"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",[531,535,759,1596],{"title":1963,"description":1964,"path":1965,"category":1866,"date":702,"updatedAt":702,"sourceType":498,"source":1966,"tags":1967},"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",[839,838,788,1143,1968],"rotate",{"title":1970,"description":1971,"path":1972,"category":1866,"date":684,"updatedAt":684,"sourceType":498,"source":1973,"tags":1974},"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",[1149,1310,1150,1391,542],{"title":1976,"description":1977,"path":1978,"category":1866,"date":702,"updatedAt":702,"sourceType":498,"source":1973,"tags":1979},"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",[1149,1150,1009,1227,1310],{"title":1981,"description":1982,"path":1983,"category":1984,"date":517,"updatedAt":517,"sourceType":758,"source":1985,"tags":1986},"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",[1987,1988,1989,1990],"education","adoption","ai-tutor","higher-education",{"title":1992,"description":1993,"path":1994,"category":1984,"date":517,"updatedAt":517,"sourceType":758,"source":1995,"tags":1996},"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",[541,1598,569,1596],{"title":1998,"description":1999,"path":2000,"category":1659,"date":591,"updatedAt":591,"sourceType":498,"source":2001,"tags":2002},"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",[535,741,626,628,760],{"title":2004,"description":2005,"path":2006,"category":1866,"date":702,"updatedAt":702,"sourceType":498,"source":2007,"tags":2008},"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",[521,838,2009,788,678],"pending",{"title":2011,"description":2012,"path":2013,"category":1866,"date":1069,"updatedAt":1069,"sourceType":498,"source":2014,"tags":2015},"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",[521,706,648,579,2016],"state",{"title":2018,"description":2019,"path":2020,"category":1866,"date":702,"updatedAt":702,"sourceType":498,"source":2021,"tags":2022},"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",[2041,524,796,2078,2079],"vector-search","knowledge",{"title":2081,"description":2082,"path":2083,"category":1866,"date":702,"updatedAt":702,"sourceType":498,"source":2084,"tags":2085},"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",[1455,705,733,735,804],{"title":2087,"description":2088,"path":2089,"category":1866,"date":684,"updatedAt":684,"sourceType":498,"source":2090,"tags":2091},"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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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",[838,1334,502,1335,542],{"title":2127,"description":2128,"path":2129,"category":1659,"date":591,"updatedAt":591,"sourceType":498,"source":2130,"tags":2131},"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",[626,759,628,758,760],{"title":2133,"description":2134,"path":2135,"category":1866,"date":504,"updatedAt":504,"sourceType":498,"source":2136,"tags":2137},"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 正在被官方主动连成一条生命周期链。","/news/openclaw-plugin-install-tracking-watch-2026-03-24","https://docs.openclaw.ai/cli/plugins",[626,741,1509,1510,1226],{"title":2139,"description":2140,"path":2141,"category":1866,"date":504,"updatedAt":504,"sourceType":498,"source":2142,"tags":2143},"OpenClaw 工作流观察：OpenProse 与 Lobster 的上下层分工正在变清楚","基于 2026 年 3 月 24 日可见的官方 Lobster 文档，最近最值得关注的信号是 OpenProse 与 Lobster 的边界正在被官方主动写清，多智能体准备和确定性执行不再混成一层。","/news/openclaw-prose-lobster-watch-2026-03-24","https://docs.openclaw.ai/tools/lobster",[943,944,569,813,627],{"title":2145,"description":2146,"path":2147,"category":1866,"date":712,"updatedAt":712,"sourceType":498,"source":2148,"tags":2149},"OpenClaw 正在把 provider、模型和远程执行分成不同治理层","官方最近围绕 Models、Model Failover 和 node 的文档更新，正在把 provider auth、模型 allowlist、多模态能力和远程 node 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",[798,641,678,787,950],{"title":2151,"description":2152,"path":2153,"category":1866,"date":712,"updatedAt":712,"sourceType":498,"source":2154,"tags":2155},"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",[798,1303,641,521,542],{"title":2157,"description":2158,"path":2159,"category":1659,"date":591,"updatedAt":591,"sourceType":498,"source":1860,"tags":2160},"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",[1224,1225,1227,1226],{"title":2162,"description":2163,"path":2164,"category":1866,"date":684,"updatedAt":684,"sourceType":498,"source":1880,"tags":2165},"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",[579,838,678,593,1130],{"title":2167,"description":2168,"path":2169,"category":1866,"date":702,"updatedAt":702,"sourceType":498,"source":2170,"tags":2171},"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",[687,686,2172,502,688],"threads",{"title":2174,"description":2175,"path":2176,"category":1866,"date":702,"updatedAt":702,"sourceType":498,"source":2177,"tags":2178},"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",[1537,2179,2180,1536,542],"snapshot","rotation",{"title":2182,"description":2183,"path":2184,"category":1866,"date":702,"updatedAt":702,"sourceType":498,"source":2049,"tags":2185},"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 入口的基础隔离建议。","/news/openclaw-secure-dm-mode-watch-2026-03-25",[706,543,1406,838,1265],{"title":2187,"description":2188,"path":2189,"category":1866,"date":504,"updatedAt":504,"sourceType":498,"source":2190,"tags":2191},"OpenClaw 安全观察：security audit 已经从提醒工具继续长成加固入口","基于 2026 年 3 月 24 日可见的官方安全文档，最近最值得关注的信号是 openclaw security audit 不再只是列问题，而是在形成 audit、deep、fix 三段式加固路径。","/news/openclaw-security-audit-fix-watch-2026-03-24","https://docs.openclaw.ai/gateway/security",[543,1250,1252,1251,542],{"title":2193,"description":2194,"path":2195,"category":2196,"date":517,"updatedAt":517,"sourceType":758,"source":2197,"tags":2198},"OpenClaw 安全与合规话题升温：中文团队更在意可审计与本地数据边界","基于 2026 年 3 月 16 日安全方向临时稿，整理 OpenClaw 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",[543,2199,870,541],"compliance",{"title":2201,"description":2202,"path":2203,"category":1866,"date":684,"updatedAt":684,"sourceType":498,"source":2177,"tags":2204},"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",[543,1536,813,2205,542],"proxy",{"title":2207,"description":2208,"path":2209,"category":1866,"date":1548,"updatedAt":1548,"sourceType":498,"source":2210,"tags":2211},"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",[706,1551,1026,1550,521],{"title":2213,"description":2214,"path":2215,"category":1866,"date":1548,"updatedAt":1548,"sourceType":498,"source":2216,"tags":2217},"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",[826,971,1557,1250,542],{"title":2219,"description":2220,"path":2221,"category":1866,"date":702,"updatedAt":702,"sourceType":498,"source":2222,"tags":2223},"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",[543,1265,1266,2224,521],"sandbox",{"title":2226,"description":2227,"path":2228,"category":1659,"date":591,"updatedAt":591,"sourceType":498,"source":2039,"tags":2229},"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",[2041,758,733,535,570],{"title":2231,"description":2232,"path":2233,"category":1866,"date":712,"updatedAt":712,"sourceType":498,"source":2222,"tags":2234},"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",[1265,1407,704,687,543],{"title":2236,"description":2237,"path":2238,"category":1866,"date":1548,"updatedAt":1548,"sourceType":498,"source":2239,"tags":2240},"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",[1550,798,1576,1577,2241],"compatibility",{"title":2243,"description":2244,"path":2245,"category":1866,"date":504,"updatedAt":504,"sourceType":498,"source":1899,"tags":2246},"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",[1285,543,593,521,787],{"title":2248,"description":2249,"path":2250,"category":1866,"date":1069,"updatedAt":1069,"sourceType":498,"source":2014,"tags":2251},"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",[521,648,1071,1391,706],{"title":2253,"description":2254,"path":2255,"category":1866,"date":504,"updatedAt":504,"sourceType":498,"source":2256,"tags":2257},"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",[1623,1227,1322,521,2016],{"title":2259,"description":2260,"path":2261,"category":1866,"date":504,"updatedAt":504,"sourceType":498,"source":496,"tags":2262},"OpenClaw 更新观察：stable、beta、dev 正在从版本标签变成正式 rollout 体系","基于 2026 年 3 月 24 日可见的官方 update CLI 与 Updating 文档，最近最值得关注的变化之一是更新通道和 auto-updater 行为已经被官方写成一套明确的 rollout 逻辑。","/news/openclaw-update-channels-watch-2026-03-24",[501,36,39,42,503],{"title":2264,"description":2265,"path":2266,"category":1659,"date":591,"updatedAt":591,"sourceType":498,"source":2039,"tags":2267},"OpenClaw 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直连，以及控制面和聊天面的职责分离。","/news/openclaw-web-surfaces-watch-2026-03-21",[579,648,1077,767,1955],{"title":2282,"description":2283,"path":2284,"category":1866,"date":1069,"updatedAt":1069,"sourceType":498,"source":2285,"tags":2286},"OpenClaw 正在把 WebChat、Dashboard 和 API 的入口职责写得更清楚","官方最近围绕 WebChat、Session 和 API 的写法，让 Dashboard 更像控制面、WebChat 更像会话 UI、API 更像结构化集成面，入口分工正在变得更稳定。","/news/openclaw-webchat-control-surface-watch-2026-03-26","https://docs.openclaw.ai/web/webchat",[648,579,1071,521,819],{"title":2288,"description":2289,"path":2290,"category":1866,"date":684,"updatedAt":684,"sourceType":498,"source":2142,"tags":2291},"OpenClaw 工作流治理能力继续成型","官方最近的 ClawHub、Lobster、OpenProse 与 Exec approvals 文档，正在把技能发现、确定性执行和审批恢复串成更完整的一条线。","/news/openclaw-workflow-governance-watch-2026-03-22",[569,944,741,813,950],{"title":2293,"description":2294,"path":2295,"category":2296,"date":2297,"updatedAt":2297,"sourceType":518,"source":2298,"tags":2299},"OpenClaw 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