[{"data":1,"prerenderedAt":3088},["ShallowReactive",2],{"docs:manual/location-command-nodes":3,"content-manifest":443},{"id":4,"title":5,"body":6,"category":423,"date":424,"description":425,"extension":426,"meta":427,"navigation":428,"path":429,"seo":430,"source":431,"sourceName":432,"sourceType":433,"stem":434,"tags":435,"updatedAt":441,"__hash__":442},"docs/docs/manual/location-command-nodes.md","节点位置能力怎么用",{"type":7,"value":8,"toc":407},"minimark",[9,12,21,24,37,44,54,57,65,68,73,76,80,83,86,104,107,110,118,137,140,148,154,157,189,192,203,206,209,212,215,232,235,252,255,259,262,269,272,280,283,286,289,316,319,333,336,339,353,356,359,362,377,380,383,404],[10,11,5],"h1",{"id":5},[13,14,15,16,20],"p",{},"官方最近把 ",[17,18,19],"code",{},"location.get"," 单独做成一页，这一点很重要，因为它说明“设备位置”在 OpenClaw 里不是附带数据，而是一条独立的 node 能力线。",[13,22,23],{},"更适合记住的边界是：",[25,26,27,31,34],"ul",{},[28,29,30],"li",{},"位置能力来自 node",[28,32,33],{},"默认关闭",[28,35,36],{},"是否可用主要受设备权限和前台状态影响",[38,39,41,43],"h2",{"id":40},"locationget-在系统里是什么",[17,42,19],{}," 在系统里是什么",[13,45,46,47,49,50,53],{},"根据最新官方文档，",[17,48,19],{}," 是一个通过 ",[17,51,52],{},"node.invoke"," 调用的节点命令。",[13,55,56],{},"它不是：",[25,58,59,62],{},[28,60,61],{},"Gateway 自己推断出来的位置",[28,63,64],{},"渠道消息里的地理附件解析",[13,66,67],{},"而是：",[25,69,70],{},[28,71,72],{},"真实节点设备暴露的位置能力",[13,74,75],{},"这意味着它天然比普通聊天文本更敏感。",[38,77,79],{"id":78},"为什么官方用选择器而不是一个开关","为什么官方用“选择器”而不是一个开关",[13,81,82],{},"官方文档特别强调这点，是因为操作系统的位置权限本来就是分层的。",[13,84,85],{},"当前官方说明里最关键的边界是：",[25,87,88,95,98],{},[28,89,90,91,94],{},"iOS / macOS 可能支持 ",[17,92,93],{},"While Using"," 或更高系统授权",[28,96,97],{},"Android 当前只支持前台使用",[28,99,100,103],{},[17,101,102],{},"Precise Location"," 还是单独的一层授权",[13,105,106],{},"所以应用里能选的，不等于操作系统最终真的给了什么。",[38,108,109],{"id":109},"当前最值得记住的设置模型",[13,111,112,113,117],{},"根据文档，截至 ",[114,115,116],"strong",{},"2026 年 3 月 21 日","，节点侧最关键的字段可以这样理解：",[25,119,120,129],{},[28,121,122,125,126],{},[17,123,124],{},"location.enabledMode",": ",[17,127,128],{},"off | whileUsing",[28,130,131,125,134],{},[17,132,133],{},"location.preciseEnabled",[17,135,136],{},"true | false",[13,138,139],{},"这意味着位置能力不是单纯的“开 / 关”，而是至少分成两层：",[25,141,142,145],{},[28,143,144],{},"什么时候允许取位置",[28,146,147],{},"给的是精确位置还是近似位置",[38,149,151,153],{"id":150},"locationget-能返回什么",[17,152,19],{}," 能返回什么",[13,155,156],{},"官方当前给的响应结构已经比较完整，常见字段包括：",[25,158,159,164,169,174,179,184],{},[28,160,161],{},[17,162,163],{},"lat",[28,165,166],{},[17,167,168],{},"lon",[28,170,171],{},[17,172,173],{},"accuracyMeters",[28,175,176],{},[17,177,178],{},"timestamp",[28,180,181],{},[17,182,183],{},"isPrecise",[28,185,186],{},[17,187,188],{},"source",[13,190,191],{},"这说明它不只是“拿一个经纬度”，还会把：",[25,193,194,197,200],{},[28,195,196],{},"精度",[28,198,199],{},"时间",[28,201,202],{},"来源类型",[13,204,205],{},"一起带回来。",[13,207,208],{},"对后续自动化和判断来说，这些元信息往往比坐标本身更重要。",[38,210,211],{"id":211},"参数怎么理解更合适",[13,213,214],{},"官方当前建议的调用参数包括：",[25,216,217,222,227],{},[28,218,219],{},[17,220,221],{},"timeoutMs",[28,223,224],{},[17,225,226],{},"maxAgeMs",[28,228,229],{},[17,230,231],{},"desiredAccuracy",[13,233,234],{},"更实用的理解方式是：",[25,236,237,242,247],{},[28,238,239,241],{},[17,240,221],{},"：最多等多久",[28,243,244,246],{},[17,245,226],{},"：旧数据还能接受多久",[28,248,249,251],{},[17,250,231],{},"：你到底要粗略还是更精确",[13,253,254],{},"如果你只是想做“我现在大概在哪”，没必要默认追求最精确定位。",[38,256,258],{"id":257},"android-为什么更需要注意前台限制","Android 为什么更需要注意前台限制",[13,260,261],{},"官方文档写得很直接：",[25,263,264],{},[28,265,266,267],{},"Android app 在后台时会拒绝 ",[17,268,19],{},[13,270,271],{},"也就是说，如果你在 Android 上做位置相关工作流，更稳的预期应该是：",[25,273,274,277],{},[28,275,276],{},"OpenClaw 需要处于打开状态",[28,278,279],{},"不是所有时候都能静默后台取位置",[13,281,282],{},"这一点很关键，因为它直接决定你能不能把位置能力接进长期自动化。",[38,284,285],{"id":285},"这些错误码最值得记住",[13,287,288],{},"官方文档当前列出的稳定错误码里，最实用的是这几个：",[25,290,291,296,301,306,311],{},[28,292,293],{},[17,294,295],{},"LOCATION_DISABLED",[28,297,298],{},[17,299,300],{},"LOCATION_PERMISSION_REQUIRED",[28,302,303],{},[17,304,305],{},"LOCATION_BACKGROUND_UNAVAILABLE",[28,307,308],{},[17,309,310],{},"LOCATION_TIMEOUT",[28,312,313],{},[17,314,315],{},"LOCATION_UNAVAILABLE",[13,317,318],{},"对中文站用户来说，这些错误名本身就已经足够帮助你判断问题大概在哪一层：",[25,320,321,324,327,330],{},[28,322,323],{},"设置没开",[28,325,326],{},"权限没给",[28,328,329],{},"后台场景不支持",[28,331,332],{},"系统当前拿不到定位",[38,334,335],{"id":335},"位置能力更适合什么场景",[13,337,338],{},"更适合优先尝试的位置场景通常包括：",[25,340,341,344,347,350],{},[28,342,343],{},"出门或到站提醒",[28,345,346],{},"设备在场状态判断",[28,348,349],{},"和日程、地图或语音工作流联动",[28,351,352],{},"让 agent 根据地点选择下一步动作",[13,354,355],{},"但如果你还没把节点配对、远程访问和授权边界理清，通常不建议一开始就把位置能力放进高频自动化。",[38,357,358],{"id":358},"中文站建议怎么启用",[13,360,361],{},"更稳的顺序通常是：",[363,364,365,368,371,374],"ol",{},[28,366,367],{},"先把 node pairing 跑通",[28,369,370],{},"先在一台常用设备上打开位置能力",[28,372,373],{},"先用近似位置测试",[28,375,376],{},"确认前台/后台边界后，再决定要不要开精确位置",[13,378,379],{},"这样会比一开始就默认精确定位和多设备共享更稳。",[38,381,382],{"id":382},"下一步推荐",[25,384,385,392,398],{},[28,386,387],{},[388,389,391],"a",{"href":390},"/docs/manual/nodes-and-device-actions","Nodes 与设备能力",[28,393,394],{},[388,395,397],{"href":396},"/docs/manual/voice-wake-and-talk-mode","语音唤醒与 Talk Mode",[28,399,400],{},[388,401,403],{"href":402},"/best-practices/mobile-node-sensors","移动节点感知能力实战",[13,405,406],{},"把这几页串起来看，会更容易把“移动设备只是聊天入口”和“移动设备是感知节点”区分开。",{"title":408,"searchDepth":409,"depth":409,"links":410},"",2,[411,413,414,415,417,418,419,420,421,422],{"id":40,"depth":409,"text":412},"location.get 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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",[457,458,459,460,461,462],"concepts","gateway","agent","channels","tools","memory",{"title":464,"description":465,"path":466,"category":453,"updatedAt":467,"sourceType":455,"tags":468},"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",[469,470,471,472,473],"developers","teams","architecture","configuration","skills",{"title":475,"description":476,"path":477,"category":453,"updatedAt":467,"sourceType":455,"tags":478},"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",[479,480,458,481,482],"enterprise","operations","security","upgrades",{"title":484,"description":485,"path":486,"category":453,"updatedAt":487,"sourceType":433,"tags":488},"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",[459,489,490,491],"quickstart","tutorial","basics",{"title":493,"description":494,"path":495,"category":453,"updatedAt":487,"sourceType":433,"tags":496},"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",[460,489,490,491],{"title":498,"description":499,"path":500,"category":453,"updatedAt":487,"sourceType":433,"tags":501},"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",[473,489,490,491],{"title":503,"description":504,"path":505,"category":453,"updatedAt":487,"sourceType":433,"tags":506},"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",[507,508,489,490],"workflow","automation",{"title":510,"description":511,"path":512,"category":453,"updatedAt":487,"sourceType":433,"tags":513},"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",[489,514,515,516],"installation","onboarding","dashboard",{"title":518,"description":519,"path":520,"category":453,"updatedAt":521,"sourceType":433,"tags":522},"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",[515,523,524,458],"daemon","setup",{"title":526,"description":527,"path":528,"category":453,"updatedAt":441,"sourceType":433,"tags":529},"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",[515,530,531,458,532],"remote","local","wizard",{"title":534,"description":535,"path":536,"category":453,"updatedAt":467,"sourceType":455,"tags":537},"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",[538,539,516,460,473],"personal","getting-started",{"title":541,"description":542,"path":543,"category":544,"updatedAt":521,"sourceType":433,"tags":545},"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",[546,547,548,515],"reading-path","overview","docs",{"title":550,"description":551,"path":552,"category":553,"updatedAt":554,"sourceType":433,"tags":555},"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",[547,556,460,557],"self-hosted","assistant",{"title":559,"description":560,"path":561,"category":453,"updatedAt":467,"sourceType":455,"tags":562},"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",[473,563,564,565,566],"plugins","multi-agent","hooks","decision",{"title":568,"description":569,"path":570,"category":453,"updatedAt":571,"sourceType":455,"tags":572},"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",[460,515,566,458,573],"safety",{"title":575,"description":576,"path":577,"category":453,"updatedAt":571,"sourceType":455,"tags":578},"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",[579,580,481,566,539],"models","configurations",{"title":582,"description":583,"path":584,"category":453,"updatedAt":571,"sourceType":455,"tags":585},"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",[516,586,460,566,539],"webchat",{"title":588,"description":589,"path":590,"category":453,"updatedAt":571,"sourceType":455,"tags":591},"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",[539,566,548,592,593],"paths","topics",{"title":595,"description":596,"path":597,"category":553,"updatedAt":521,"sourceType":433,"tags":598},"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",[599,470,600,556],"users","scenarios",{"title":602,"description":603,"path":604,"category":605,"updatedAt":606,"sourceType":433,"tags":607},"Agent 运行时与工作区结构","理解 OpenClaw 的 Agent 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Approvals 文档，解释 openclaw approvals 在本机、Gateway 和 Node 上分别管理什么，以及 per-agent allowlist 最值得先守住哪些边界。","/docs/reference/approvals-cli-and-allowlist",[776,890,774,458,1330,1318],"node",{"title":1332,"description":1333,"path":1334,"category":1312,"updatedAt":678,"sourceType":433,"tags":1335},"认证配置文件怎么轮转，为什么 session 会“粘住”同一套凭据","基于最新官方 Model Failover 文档，解释 OpenClaw 在同一 provider 内如何轮转 auth profiles、什么情况下会进入 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",[645,910,1317,611,1318],{"title":1337,"description":1338,"path":1339,"category":1312,"updatedAt":678,"sourceType":433,"tags":1340},"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",[810,1341,697,811,1318],"bootstrapToken",{"title":1343,"description":1344,"path":1345,"category":1318,"updatedAt":606,"sourceType":433,"tags":1346},"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",[1347,610,654,618,1207,609],"templates",{"title":1349,"description":1350,"path":1351,"category":1312,"updatedAt":668,"sourceType":433,"tags":1352},"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",[810,1353,460,1354,1136],"allowFrom","account",{"title":1356,"description":1357,"path":1358,"category":1312,"updatedAt":772,"sourceType":433,"tags":1359},"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",[635,1318,1360,1361],"commands","terminal",{"title":1363,"description":1364,"path":1365,"category":1312,"updatedAt":678,"sourceType":433,"tags":1366},"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",[1367,1368,645,643,1318],"cloudflare-ai-gateway","headers",{"title":1370,"description":1371,"path":1372,"category":1373,"updatedAt":571,"sourceType":722,"tags":1374},"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",[722,1375,1376,1377],"github","issues","feedback",{"title":1379,"description":1380,"path":1381,"category":1312,"updatedAt":772,"sourceType":433,"tags":1382},"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",[472,1318,1383,1384],"settings","options",{"title":1386,"description":1387,"path":1388,"category":1312,"updatedAt":441,"sourceType":433,"tags":1389},"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",[731,810,811,752,1136],{"title":1391,"description":1392,"path":1393,"category":1312,"updatedAt":678,"sourceType":433,"tags":1394},"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",[633,884,1395,968,1318],"scheduler",{"title":1397,"description":1398,"path":1399,"category":1312,"updatedAt":1075,"sourceType":433,"tags":1400},"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",[516,751,1401,1402,645],"secretref","sessionStorage",{"title":1404,"description":1405,"path":1406,"category":1407,"updatedAt":772,"sourceType":433,"tags":1408},"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",[1409,1410,1411,1155,873],"debugging","debug","runtime-overrides",{"title":1413,"description":1414,"path":1415,"category":1312,"updatedAt":650,"sourceType":433,"tags":1416},"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",[1324,1417,1418,1410,1318],"logging","flags",{"title":1420,"description":1421,"path":1422,"category":1312,"updatedAt":650,"sourceType":433,"tags":1423},"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",[672,1424,1425,653,1318],"dmScope","identityLinks",{"title":1427,"description":1428,"path":1429,"category":1312,"updatedAt":650,"sourceType":433,"tags":1430},"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",[1155,1156,1324,1431,1318],"migrations",{"title":1433,"description":1434,"path":1435,"category":1312,"updatedAt":650,"sourceType":433,"tags":1436},"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",[1011,472,680,1437,1318],"shell",{"title":1439,"description":1440,"path":1441,"category":1312,"updatedAt":571,"sourceType":455,"tags":1442},"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",[1443,1230,722,1444,1232],"sources","trust",{"title":1446,"description":1447,"path":1448,"category":1312,"updatedAt":441,"sourceType":433,"tags":1449},"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",[458,1450,635,1083,625],"rpc",{"title":1452,"description":1453,"path":1454,"category":1312,"updatedAt":650,"sourceType":433,"tags":1455},"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",[810,811,458,437,1318],{"title":1457,"description":1458,"path":1459,"category":1312,"updatedAt":1075,"sourceType":433,"tags":1460},"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",[672,458,586,516,1318],{"title":1462,"description":1463,"path":1464,"category":1312,"updatedAt":678,"sourceType":433,"tags":1465},"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",[458,1083,1466,1467,1318],"protocol","scopes",{"title":1469,"description":1470,"path":1471,"category":1312,"updatedAt":668,"sourceType":433,"tags":1472},"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",[671,1473,653,890,829],"mention",{"title":1475,"description":1476,"path":1477,"category":1312,"updatedAt":678,"sourceType":433,"tags":1478},"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",[1129,1479,1480,1481,1318],"visibility","activeHours","alerts",{"title":1483,"description":1484,"path":1485,"category":1312,"updatedAt":668,"sourceType":433,"tags":1486},"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",[1077,1083,1487,458,1318],"sdk",{"title":1489,"description":1490,"path":1491,"category":1312,"updatedAt":668,"sourceType":433,"tags":1492},"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",[472,1493,1107,1494,1318],"include","arrays",{"title":1496,"description":1497,"path":1498,"category":1312,"updatedAt":650,"sourceType":433,"tags":1499},"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",[917,1500,776,507,1318],"invoke",{"title":1502,"description":1503,"path":1504,"category":1312,"updatedAt":678,"sourceType":433,"tags":1505},"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",[462,1506,1507,1508,1509,1318],"hybrid-search","ranking","mmr","retrieval",{"title":1511,"description":1512,"path":1513,"category":1312,"updatedAt":571,"sourceType":433,"tags":1514},"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",[579,1515,645,643,1318],"probe",{"title":1517,"description":1518,"path":1519,"category":1312,"updatedAt":1006,"sourceType":433,"tags":1520},"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",[810,811,1353,1521,1136],"credentials",{"title":1523,"description":1524,"path":1525,"category":1312,"updatedAt":571,"sourceType":433,"tags":1526},"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",[563,705,1527,1528,1232,1318],"npm","pin",{"title":1530,"description":1531,"path":1532,"category":1407,"updatedAt":441,"sourceType":433,"tags":1533},"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",[1409,1534,873,643,842],"raw-stream",{"title":1536,"description":1537,"path":1538,"category":1312,"updatedAt":678,"sourceType":433,"tags":1539},"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",[530,1540,645,458,1318],"tlsFingerprint",{"title":1542,"description":1543,"path":1544,"category":1312,"updatedAt":678,"sourceType":433,"tags":1545},"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",[672,481,1424,810,890],{"title":1562,"description":1563,"path":1564,"category":1312,"updatedAt":1565,"sourceType":433,"tags":1566},"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",[672,1567,1568,1034,1318],"transcript","jsonl",{"title":1570,"description":1571,"path":1572,"category":1312,"updatedAt":1565,"sourceType":433,"tags":1573},"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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正在从能接入走向能治理。","/news/openclaw-bedrock-guardrails-watch-2026-04-30","https://docs.openclaw.ai/providers/bedrock",[641,642,644,643,935],{"title":1918,"description":1919,"path":1920,"category":1882,"date":668,"updatedAt":668,"sourceType":433,"source":1921,"tags":1922},"OpenClaw 开始把 Broadcast Groups 从路由技巧推进成多代理协作入口","官方最新 Broadcast Groups 文档把多 agent 同群运行的触发条件、session 隔离和处理策略写得更完整了，也让它和普通 bindings 的分工更清楚。","/news/openclaw-broadcast-groups-watch-2026-03-25","https://docs.openclaw.ai/channels/broadcast-groups",[670,654,671,653,698],{"title":1924,"description":1925,"path":1926,"category":1882,"date":678,"updatedAt":678,"sourceType":433,"source":1927,"tags":1928},"OpenClaw 的浏览器管理员面正在收成一条完整信任链","官方最近围绕 Pairing、Remote Access、Trusted Proxy Auth 和 Dashboard 的文档更新，正在把浏览器入口从“页面能打开”收敛成“地址、认证、设备与 operator 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",[516,1291,810,530,481],{"title":1930,"description":1931,"path":1932,"category":1882,"date":571,"updatedAt":571,"sourceType":433,"source":1890,"tags":1933},"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",[697,699,776,460,1245],{"title":1935,"description":1936,"path":1937,"category":1733,"date":454,"updatedAt":454,"sourceType":722,"source":1938,"tags":1939},"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",[1613,723,1736,1689],{"title":1941,"description":1942,"path":1943,"category":1882,"date":571,"updatedAt":571,"sourceType":433,"source":1944,"tags":1945},"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",[705,473,714,715,1946,706],"telemetry",{"title":1948,"description":1949,"path":1950,"category":1675,"date":441,"updatedAt":441,"sourceType":433,"source":1951,"tags":1952},"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",[635,458,1450,625,480],{"title":1954,"description":1955,"path":1956,"category":1882,"date":650,"updatedAt":650,"sourceType":433,"source":1957,"tags":1958},"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",[472,1011,652,1959,480],"overrides",{"title":1961,"description":1962,"path":1963,"category":1675,"date":441,"updatedAt":441,"sourceType":433,"source":1870,"tags":1964},"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",[1033,1034,611,462,1965],"continuity",{"title":1967,"description":1968,"path":1969,"category":1675,"date":441,"updatedAt":441,"sourceType":433,"source":1970,"tags":1971},"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",[731,516,1115,810,530],{"title":1973,"description":1974,"path":1975,"category":1882,"date":1075,"updatedAt":1075,"sourceType":433,"source":1896,"tags":1976},"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",[516,610,1401,645,731],{"title":1978,"description":1979,"path":1980,"category":1882,"date":571,"updatedAt":571,"sourceType":433,"source":1896,"tags":1981},"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",[516,586,751,1401,653,1982],"web",{"title":1984,"description":1985,"path":1986,"category":1675,"date":454,"updatedAt":454,"sourceType":722,"source":1987,"tags":1988},"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",[469,473,723,1613],{"title":1990,"description":1991,"path":1992,"category":1882,"date":668,"updatedAt":668,"sourceType":433,"source":1993,"tags":1994},"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",[811,810,751,1149,1995],"rotate",{"title":1997,"description":1998,"path":1999,"category":1882,"date":650,"updatedAt":650,"sourceType":433,"source":2000,"tags":2001},"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",[2014,2015,2016,2017],"education","adoption","ai-tutor","higher-education",{"title":2019,"description":2020,"path":2021,"category":2011,"date":454,"updatedAt":454,"sourceType":722,"source":2022,"tags":2023},"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",[479,1615,507,1613],{"title":2025,"description":2026,"path":2027,"category":1675,"date":441,"updatedAt":441,"sourceType":433,"source":2028,"tags":2029},"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",[473,705,563,565,724],{"title":2031,"description":2032,"path":2033,"category":1882,"date":630,"updatedAt":630,"sourceType":433,"source":2034,"tags":2035},"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",[788,789,790,791,460,792],{"title":2037,"description":2038,"path":2039,"category":1882,"date":668,"updatedAt":668,"sourceType":433,"source":2040,"tags":2041},"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",[458,810,2042,751,437],"pending",{"title":2044,"description":2045,"path":2046,"category":1882,"date":1075,"updatedAt":1075,"sourceType":433,"source":2047,"tags":2048},"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",[458,672,586,516,2049],"state",{"title":2051,"description":2052,"path":2053,"category":1882,"date":668,"updatedAt":668,"sourceType":433,"source":2054,"tags":2055},"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",[2074,462,759,2111,2112],"vector-search","knowledge",{"title":2114,"description":2115,"path":2116,"category":1882,"date":668,"updatedAt":668,"sourceType":433,"source":2117,"tags":2118},"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",[1473,671,697,699,766],{"title":2120,"description":2121,"path":2122,"category":1882,"date":650,"updatedAt":650,"sourceType":433,"source":2123,"tags":2124},"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",[1245,752,731,810,530],{"title":2148,"description":2149,"path":2150,"category":1882,"date":678,"updatedAt":678,"sourceType":433,"source":2151,"tags":2152},"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",[516,586,1083,1245,625],{"title":2154,"description":2155,"path":2156,"category":1882,"date":668,"updatedAt":668,"sourceType":433,"source":1993,"tags":2157},"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",[810,1353,460,1354,480],{"title":2159,"description":2160,"path":2161,"category":1675,"date":441,"updatedAt":441,"sourceType":433,"source":2162,"tags":2163},"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",[563,723,565,722,724],{"title":2165,"description":2166,"path":2167,"category":1882,"date":571,"updatedAt":571,"sourceType":433,"source":2168,"tags":2169},"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",[643,579,437,645,935],{"title":2183,"description":2184,"path":2185,"category":1882,"date":678,"updatedAt":678,"sourceType":433,"source":2186,"tags":2187},"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",[643,1317,579,458,480],{"title":2189,"description":2190,"path":2191,"category":1675,"date":441,"updatedAt":441,"sourceType":433,"source":1870,"tags":2192},"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",[1230,1231,1233,1232],{"title":2194,"description":2195,"path":2196,"category":1882,"date":650,"updatedAt":650,"sourceType":433,"source":1896,"tags":2197},"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",[516,810,437,530,1136],{"title":2199,"description":2200,"path":2201,"category":1882,"date":668,"updatedAt":668,"sourceType":433,"source":2202,"tags":2203},"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",[653,652,2204,460,654],"threads",{"title":2206,"description":2207,"path":2208,"category":1882,"date":630,"updatedAt":630,"sourceType":433,"source":2209,"tags":2210},"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",[976,865,977,556,461],{"title":2212,"description":2213,"path":2214,"category":1882,"date":668,"updatedAt":668,"sourceType":433,"source":2215,"tags":2216},"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",[1555,2217,2218,1554,480],"snapshot","rotation",{"title":2220,"description":2221,"path":2222,"category":1882,"date":668,"updatedAt":668,"sourceType":433,"source":2082,"tags":2223},"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",[672,481,1424,810,1271],{"title":2225,"description":2226,"path":2227,"category":1882,"date":571,"updatedAt":571,"sourceType":433,"source":2228,"tags":2229},"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",[481,1256,1258,1257,480],{"title":2231,"description":2232,"path":2233,"category":2234,"date":454,"updatedAt":454,"sourceType":722,"source":2235,"tags":2236},"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",[481,2237,842,479],"compliance",{"title":2239,"description":2240,"path":2241,"category":1882,"date":650,"updatedAt":650,"sourceType":433,"source":2215,"tags":2242},"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",[481,1554,776,2243,480],"proxy",{"title":2245,"description":2246,"path":2247,"category":1882,"date":1565,"updatedAt":1565,"sourceType":433,"source":2248,"tags":2249},"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",[672,1568,1034,1567,458],{"title":2251,"description":2252,"path":2253,"category":1882,"date":1565,"updatedAt":1565,"sourceType":433,"source":2254,"tags":2255},"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",[611,635,1574,1256,480],{"title":2257,"description":2258,"path":2259,"category":1882,"date":668,"updatedAt":668,"sourceType":433,"source":2260,"tags":2261},"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",[481,1271,1272,2262,458],"sandbox",{"title":2264,"description":2265,"path":2266,"category":1675,"date":441,"updatedAt":441,"sourceType":433,"source":2072,"tags":2267},"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",[2074,722,697,473,508],{"title":2269,"description":2270,"path":2271,"category":1882,"date":678,"updatedAt":678,"sourceType":433,"source":2260,"tags":2272},"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",[1271,1425,670,653,481],{"title":2274,"description":2275,"path":2276,"category":1882,"date":1565,"updatedAt":1565,"sourceType":433,"source":2277,"tags":2278},"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",[1567,643,1593,1594,2279],"compatibility",{"title":2281,"description":2282,"path":2283,"category":1882,"date":571,"updatedAt":571,"sourceType":433,"source":1927,"tags":2284},"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",[1291,481,530,458,645],{"title":2286,"description":2287,"path":2288,"category":1882,"date":1075,"updatedAt":1075,"sourceType":433,"source":2047,"tags":2289},"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",[458,586,1077,1409,672],{"title":2291,"description":2292,"path":2293,"category":1882,"date":571,"updatedAt":571,"sourceType":433,"source":2294,"tags":2295},"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",[1641,1233,910,458,2049],{"title":2297,"description":2298,"path":2299,"category":1882,"date":571,"updatedAt":571,"sourceType":433,"source":2300,"tags":2301},"OpenClaw 更新观察：stable、beta、dev 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