[{"data":1,"prerenderedAt":3054},["ShallowReactive",2],{"docs:reference/gateway-cli-and-rpc":3,"content-manifest":413},{"id":4,"title":5,"body":6,"category":394,"date":395,"description":396,"extension":397,"meta":398,"navigation":399,"path":400,"seo":401,"source":402,"sourceName":403,"sourceType":404,"stem":405,"tags":406,"updatedAt":411,"__hash__":412},"docs/docs/reference/gateway-cli-and-rpc.md","Gateway 命令与 RPC 该怎么用",{"type":7,"value":8,"toc":376},"minimark",[9,13,17,31,34,39,47,53,85,88,99,106,109,130,133,138,141,144,147,152,155,159,162,176,179,196,199,205,208,228,231,236,239,244,254,257,271,277,288,291,297,300,311,321,324,327,346,349,352,373],[10,11,5],"h1",{"id":12},"gateway-命令与-rpc-该怎么用",[14,15,16],"p",{},"官方最近的 CLI reference 和 Gateway protocol 文档一起看，会有一个很明确的感受：",[18,19,20,28],"ul",{},[21,22,23,27],"li",{},[24,25,26],"code",{},"openclaw gateway"," 这组命令已经不是“顺手给你几个 service 命令”",[21,29,30],{},"它实际上是控制面入口",[14,32,33],{},"对中文站来说，这很值得单独说明，因为很多人会把它误解成：",[18,35,36],{},[21,37,38],{},"和普通业务命令一样随便调",[40,41,43,46],"h2",{"id":42},"gateway-这组命令到底分了哪几类",[24,44,45],{},"gateway"," 这组命令到底分了哪几类",[14,48,49,50,52],{},"根据当前官方 CLI 文档，",[24,51,26],{}," 下面至少有几类东西：",[18,54,55,60,65,70,75,80],{},[21,56,57],{},[24,58,59],{},"gateway status",[21,61,62],{},[24,63,64],{},"gateway health",[21,66,67],{},[24,68,69],{},"gateway probe",[21,71,72],{},[24,73,74],{},"gateway discover",[21,76,77],{},[24,78,79],{},"gateway install|start|stop|restart",[21,81,82],{},[24,83,84],{},"gateway call",[14,86,87],{},"更容易理解的分类是：",[18,89,90,93,96],{},[21,91,92],{},"服务管理",[21,94,95],{},"连通性探测",[21,97,98],{},"RPC 调用",[40,100,102,103,105],{"id":101},"为什么-gateway-call-最值得谨慎","为什么 ",[24,104,84],{}," 最值得谨慎",[14,107,108],{},"官方文档当前对这条线写得很明确：",[18,110,111,117,120],{},[21,112,113,114],{},"只要你显式传了 ",[24,115,116],{},"--url",[21,118,119],{},"CLI 就不会再帮你自动补 config 或环境里的凭据",[21,121,122,123,126,127],{},"这时你必须显式给 ",[24,124,125],{},"--token"," 或 ",[24,128,129],{},"--password",[14,131,132],{},"这条规则非常重要，因为它避免了一个很危险的误判：",[18,134,135],{},[21,136,137],{},"“我连上了某个远程地址，CLI 应该知道怎么认证”",[14,139,140],{},"官方现在明确告诉你：不会自动帮你猜。",[40,142,143],{"id":143},"这意味着什么",[14,145,146],{},"如果你在做 RPC 或远程 Gateway 管理，更适合的心智应该是：",[18,148,149],{},[21,150,151],{},"只要走远程，就显式写清 URL 和认证",[14,153,154],{},"这样虽然麻烦一点，但排错时会清楚很多。",[40,156,158],{"id":157},"gateway-ws-protocol-为什么值得一起看","Gateway WS protocol 为什么值得一起看",[14,160,161],{},"官方最近的 protocol 文档已经把底层模型讲得很清楚：",[18,163,164,167,173],{},[21,165,166],{},"传输层是 WebSocket + JSON",[21,168,169,170],{},"第一帧必须先 ",[24,171,172],{},"connect",[21,174,175],{},"之后才是 request / response / event",[14,177,178],{},"而且三类 frame 已经很固定：",[18,180,181,186,191],{},[21,182,183],{},[24,184,185],{},"req",[21,187,188],{},[24,189,190],{},"res",[21,192,193],{},[24,194,195],{},"event",[14,197,198],{},"这说明 Gateway 不只是“一个后端进程”，而是一条明确的控制协议。",[40,200,202,204],{"id":201},"gateway-命令为什么更像控制面而不是普通业务命令",[24,203,45],{}," 命令为什么更像控制面，而不是普通业务命令",[14,206,207],{},"因为它碰到的通常是这些能力：",[18,209,210,215,220,225],{},[21,211,212],{},[24,213,214],{},"config.apply",[21,216,217],{},[24,218,219],{},"config.patch",[21,221,222],{},[24,223,224],{},"update.run",[21,226,227],{},"探针和服务状态",[14,229,230],{},"这些都不是“普通聊天指令”，而是：",[18,232,233],{},[21,234,235],{},"能影响整套实例运行形态的动作",[14,237,238],{},"所以更适合把它理解成：",[18,240,241],{},[21,242,243],{},"管理员和运维入口",[40,245,247,249,250,253],{"id":246},"gateway-status-和普通-status-有什么不同",[24,248,59],{}," 和普通 ",[24,251,252],{},"status"," 有什么不同",[14,255,256],{},"官方文档现在把这层差别也写得更清楚了。",[18,258,259,265],{},[21,260,261,264],{},[24,262,263],{},"openclaw status"," 更偏实例总览",[21,266,267,270],{},[24,268,269],{},"openclaw gateway status"," 更偏 Gateway RPC 侧探测",[14,272,273,274,276],{},"而且 ",[24,275,59],{}," 还会尝试告诉你：",[18,278,279,282,285],{},[21,280,281],{},"CLI 当前使用哪份 config",[21,283,284],{},"service 可能在用哪份 config",[21,286,287],{},"实际 probe 的目标 URL 是什么",[14,289,290],{},"这在 service 配置漂移时特别有价值。",[40,292,294,295],{"id":293},"什么场景下更适合用-gateway-call","什么场景下更适合用 ",[24,296,84],{},[14,298,299],{},"更适合它的通常包括：",[18,301,302,305,308],{},[21,303,304],{},"你在做脚本化运维",[21,306,307],{},"你已经明确知道要调用哪个 RPC 方法",[21,309,310],{},"你需要精确控制 config patch / apply",[14,312,313,314,316,317,320],{},"如果你只是想大概看看系统活不活，先用 ",[24,315,252],{}," / ",[24,318,319],{},"health"," 往往更稳。",[40,322,323],{"id":323},"中文站建议怎么用这组命令",[14,325,326],{},"更稳的顺序通常是：",[328,329,330,336,341],"ol",{},[21,331,332,333],{},"先用普通 ",[24,334,335],{},"status / health / logs",[21,337,338,339],{},"需要更底层时再进 ",[24,340,59],{},[21,342,343,344],{},"只有确实要做控制面动作时才用 ",[24,345,84],{},[14,347,348],{},"这样会比一上来就直接打 RPC 安全很多。",[40,350,351],{"id":351},"下一步推荐",[18,353,354,361,367],{},[21,355,356],{},[357,358,360],"a",{"href":359},"/docs/reference/status-health-and-logs","status、health 和 logs 该怎么分工",[21,362,363],{},[357,364,366],{"href":365},"/docs/reference/api-reference-overview","API 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WhatsApp。","/docs/getting-started/when-to-use-dashboard-webchat-or-channels",[485,555,429,535,508],"webchat",{"title":557,"description":558,"path":559,"category":423,"updatedAt":540,"sourceType":425,"tags":560},"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",[508,535,517,561,562],"paths","topics",{"title":564,"description":565,"path":566,"category":522,"updatedAt":490,"sourceType":404,"tags":567},"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",[568,439,569,525],"users","scenarios",{"title":571,"description":572,"path":573,"category":574,"updatedAt":575,"sourceType":404,"tags":576},"Agent 运行时与工作区结构","理解 OpenClaw 的 Agent 运行时如何工作，工作区里每个文件是干什么的，以及如何正确配置。","/docs/manual/agent-runtime","manual","2026-06-10",[577,578,579,580],"runtime","workspace","bootstrap","sessions",{"title":582,"description":583,"path":584,"category":585,"updatedAt":490,"sourceType":586,"tags":587},"Agent 工作区结构说明","了解 OpenClaw 工作区里各类核心文件的作用，包括 AGENTS、SOUL、USER、MEMORY、日志、skills 和 sessions。","/docs/manual/agent-workspace","功能","third-party",[578,588,431,442],"soul",{"title":590,"description":591,"path":592,"category":593,"updatedAt":490,"sourceType":404,"tags":594},"Gateway 架构概览","理解 OpenClaw 的 Gateway、Control-plane 客户端和 Nodes 如何协作，以及为什么它是一个单一长连接网关系统。","/docs/manual/architecture","架构",[45,595,440,410],"nodes",{"title":597,"description":598,"path":599,"category":585,"updatedAt":600,"sourceType":404,"tags":601},"Background Tasks、/tasks 与 task flow 应该怎么用","基于最新官方 Background Tasks 与 openclaw tasks 文档，整理 OpenClaw 的后台任务记录、/tasks 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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",[780,1316,667,781,1295],"bootstrapToken",{"title":1318,"description":1319,"path":1320,"category":1295,"updatedAt":575,"sourceType":404,"tags":1321},"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",[1322,579,623,588,1185,578],"templates",{"title":1324,"description":1325,"path":1326,"category":394,"updatedAt":637,"sourceType":404,"tags":1327},"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",[780,1328,429,1329,1115],"allowFrom","account",{"title":372,"description":1331,"path":371,"category":394,"updatedAt":742,"sourceType":404,"tags":1332},"OpenClaw 命令行工具完整参考，包含所有命令和选项说明。",[408,1295,1333,1334],"commands","terminal",{"title":1336,"description":1337,"path":1338,"category":394,"updatedAt":647,"sourceType":404,"tags":1339},"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",[1340,1341,614,612,1295],"cloudflare-ai-gateway","headers",{"title":1343,"description":1344,"path":1345,"category":1346,"updatedAt":540,"sourceType":692,"tags":1347},"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",[692,1348,1349,1350],"github","issues","feedback",{"title":1352,"description":1353,"path":1354,"category":394,"updatedAt":742,"sourceType":404,"tags":1355},"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",[441,1295,1356,1357],"settings","options",{"title":1359,"description":1360,"path":1361,"category":394,"updatedAt":411,"sourceType":404,"tags":1362},"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",[701,780,781,722,1115],{"title":1364,"description":1365,"path":1366,"category":394,"updatedAt":647,"sourceType":404,"tags":1367},"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",[603,860,1368,946,1295],"scheduler",{"title":1370,"description":1371,"path":1372,"category":394,"updatedAt":1055,"sourceType":404,"tags":1373},"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",[485,721,1374,1375,614],"secretref","sessionStorage",{"title":1377,"description":1378,"path":1379,"category":1380,"updatedAt":742,"sourceType":404,"tags":1381},"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",[1382,1383,1384,1134,849],"debugging","debug","runtime-overrides",{"title":1386,"description":1387,"path":1388,"category":394,"updatedAt":619,"sourceType":404,"tags":1389},"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",[1299,1390,1391,1383,1295],"logging","flags",{"title":1393,"description":1394,"path":1395,"category":394,"updatedAt":619,"sourceType":404,"tags":1396},"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",[641,1397,1398,622,1295],"dmScope","identityLinks",{"title":1400,"description":1401,"path":1402,"category":394,"updatedAt":619,"sourceType":404,"tags":1403},"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",[1134,1135,1299,1404,1295],"migrations",{"title":1406,"description":1407,"path":1408,"category":394,"updatedAt":619,"sourceType":404,"tags":1409},"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",[989,441,649,1410,1295],"shell",{"title":1412,"description":1413,"path":1414,"category":394,"updatedAt":540,"sourceType":425,"tags":1415},"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",[1416,1208,692,1417,1210],"sources","trust",{"title":5,"description":396,"path":400,"category":394,"updatedAt":411,"sourceType":404,"tags":1419},[45,407,408,409,410],{"title":1421,"description":1422,"path":1423,"category":394,"updatedAt":619,"sourceType":404,"tags":1424},"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",[780,781,45,595,1295],{"title":1426,"description":1427,"path":1428,"category":394,"updatedAt":1055,"sourceType":404,"tags":1429},"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",[641,45,555,485,1295],{"title":1431,"description":1432,"path":1433,"category":394,"updatedAt":647,"sourceType":404,"tags":1434},"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",[45,409,1435,1436,1295],"protocol","scopes",{"title":1438,"description":1439,"path":1440,"category":394,"updatedAt":637,"sourceType":404,"tags":1441},"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",[640,1442,622,866,799],"mention",{"title":1444,"description":1445,"path":1446,"category":394,"updatedAt":647,"sourceType":404,"tags":1447},"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",[1108,1448,1449,1450,1295],"visibility","activeHours","alerts",{"title":1452,"description":1453,"path":1454,"category":394,"updatedAt":637,"sourceType":404,"tags":1455},"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",[1057,409,1456,45,1295],"sdk",{"title":1458,"description":1459,"path":1460,"category":394,"updatedAt":637,"sourceType":404,"tags":1461},"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",[441,1462,1086,1463,1295],"include","arrays",{"title":1465,"description":1466,"path":1467,"category":394,"updatedAt":619,"sourceType":404,"tags":1468},"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",[895,1469,746,476,1295],"invoke",{"title":1471,"description":1472,"path":1473,"category":394,"updatedAt":647,"sourceType":404,"tags":1474},"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",[431,1475,1476,1477,1478,1295],"hybrid-search","ranking","mmr","retrieval",{"title":1480,"description":1481,"path":1482,"category":394,"updatedAt":540,"sourceType":404,"tags":1483},"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",[548,1484,614,612,1295],"probe",{"title":1486,"description":1487,"path":1488,"category":394,"updatedAt":984,"sourceType":404,"tags":1489},"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",[780,781,1328,1490,1115],"credentials",{"title":1492,"description":1493,"path":1494,"category":394,"updatedAt":540,"sourceType":404,"tags":1495},"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",[532,675,1496,1497,1210,1295],"npm","pin",{"title":1499,"description":1500,"path":1501,"category":1380,"updatedAt":411,"sourceType":404,"tags":1502},"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",[1382,1503,849,612,812],"raw-stream",{"title":1505,"description":1506,"path":1507,"category":394,"updatedAt":647,"sourceType":404,"tags":1508},"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",[499,1509,614,45,1295],"tlsFingerprint",{"title":1511,"description":1512,"path":1513,"category":394,"updatedAt":647,"sourceType":404,"tags":1514},"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",[640,1515,1516,1517,1295],"mentions","pending-history","reply",{"title":1519,"description":1520,"path":1521,"category":394,"updatedAt":619,"sourceType":404,"tags":1522},"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",[1523,1524,577,612,1295],"secrets","secretrefs",{"title":1526,"description":1527,"path":1528,"category":394,"updatedAt":637,"sourceType":404,"tags":1529},"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",[641,450,1397,780,866],{"title":1531,"description":1532,"path":1533,"category":394,"updatedAt":1534,"sourceType":404,"tags":1535},"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",[641,1536,1537,1012,1295],"transcript","jsonl",{"title":1539,"description":1540,"path":1541,"category":394,"updatedAt":1534,"sourceType":404,"tags":1542},"openclaw sessions 的 store scope 和巡检方式","基于最新官方 sessions CLI 文档，解释 openclaw sessions 在默认 agent、单 agent、all-agents 和显式 store 路径下分别在看什么，以及长期运维里为什么值得把它当作 session store 巡检入口。","/docs/reference/sessions-cli-store-scope-and-audit",[580,408,1543,1234,449],"store",{"title":1545,"description":1546,"path":1547,"category":394,"updatedAt":647,"sourceType":404,"tags":1548},"哪些配置会被官方当成 shared-user ingress 信号","基于最新官方 security audit 文档，解释 OpenClaw 为什么会把开放 DM、群目标和 wildcard sender 规则识别成 shared-user ingress 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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",[610,611,613,612,913],{"title":1884,"description":1885,"path":1886,"category":1848,"date":637,"updatedAt":637,"sourceType":404,"source":1887,"tags":1888},"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",[639,623,640,622,668],{"title":1890,"description":1891,"path":1892,"category":1848,"date":647,"updatedAt":647,"sourceType":404,"source":1893,"tags":1894},"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",[485,1269,780,499,450],{"title":1896,"description":1897,"path":1898,"category":1848,"date":540,"updatedAt":540,"sourceType":404,"source":1856,"tags":1899},"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",[667,669,746,429,1223],{"title":1901,"description":1902,"path":1903,"category":1699,"date":424,"updatedAt":424,"sourceType":692,"source":1904,"tags":1905},"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",[1579,693,1702,1655],{"title":1907,"description":1908,"path":1909,"category":1848,"date":540,"updatedAt":540,"sourceType":404,"source":1910,"tags":1911},"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",[675,442,684,685,1912,676],"telemetry",{"title":1914,"description":1915,"path":1916,"category":1641,"date":411,"updatedAt":411,"sourceType":404,"source":402,"tags":1917},"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",[408,45,407,410,449],{"title":1919,"description":1920,"path":1921,"category":1848,"date":619,"updatedAt":619,"sourceType":404,"source":1922,"tags":1923},"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",[441,989,621,1924,449],"overrides",{"title":1926,"description":1927,"path":1928,"category":1641,"date":411,"updatedAt":411,"sourceType":404,"source":1836,"tags":1929},"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",[1011,1012,580,431,1930],"continuity",{"title":1932,"description":1933,"path":1934,"category":1641,"date":411,"updatedAt":411,"sourceType":404,"source":1935,"tags":1936},"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",[701,485,1094,780,499],{"title":1938,"description":1939,"path":1940,"category":1848,"date":1055,"updatedAt":1055,"sourceType":404,"source":1862,"tags":1941},"OpenClaw 正在把 Dashboard bootstrap 写成更安全的默认路径","官方最新 Dashboard 文档更明确地说明了 openclaw dashboard 在 localhost、SecretRef token 和 headless 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开发者生态在中文社区中的扩展方向，重点关注中文技能、本地平台集成与企业工作流落地。","/news/openclaw-developer-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-developer-ecosystem-expansion.md",[438,442,693,1579],{"title":1955,"description":1956,"path":1957,"category":1848,"date":637,"updatedAt":637,"sourceType":404,"source":1958,"tags":1959},"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",[781,780,721,1128,1960],"rotate",{"title":1962,"description":1963,"path":1964,"category":1848,"date":619,"updatedAt":619,"sourceType":404,"source":1965,"tags":1966},"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",[1979,1980,1981,1982],"education","adoption","ai-tutor","higher-education",{"title":1984,"description":1985,"path":1986,"category":1976,"date":424,"updatedAt":424,"sourceType":692,"source":1987,"tags":1988},"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",[448,1581,476,1579],{"title":1990,"description":1991,"path":1992,"category":1641,"date":411,"updatedAt":411,"sourceType":404,"source":1993,"tags":1994},"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",[442,675,532,534,694],{"title":1996,"description":1997,"path":1998,"category":1848,"date":600,"updatedAt":600,"sourceType":404,"source":1999,"tags":2000},"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",[758,759,760,761,429,762],{"title":2002,"description":2003,"path":2004,"category":1848,"date":637,"updatedAt":637,"sourceType":404,"source":2005,"tags":2006},"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",[45,780,2007,721,595],"pending",{"title":2009,"description":2010,"path":2011,"category":1848,"date":1055,"updatedAt":1055,"sourceType":404,"source":2012,"tags":2013},"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",[45,641,555,485,2014],"state",{"title":2016,"description":2017,"path":2018,"category":1848,"date":637,"updatedAt":637,"sourceType":404,"source":2019,"tags":2020},"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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和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1223,722,701,780,499],{"title":2113,"description":2114,"path":2115,"category":1848,"date":647,"updatedAt":647,"sourceType":404,"source":2116,"tags":2117},"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",[485,555,409,1223,410],{"title":2119,"description":2120,"path":2121,"category":1848,"date":637,"updatedAt":637,"sourceType":404,"source":1958,"tags":2122},"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 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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",[612,548,595,614,913],{"title":2148,"description":2149,"path":2150,"category":1848,"date":647,"updatedAt":647,"sourceType":404,"source":2151,"tags":2152},"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",[612,1294,548,45,449],{"title":2154,"description":2155,"path":2156,"category":1641,"date":411,"updatedAt":411,"sourceType":404,"source":1836,"tags":2157},"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":2159,"description":2160,"path":2161,"category":1848,"date":619,"updatedAt":619,"sourceType":404,"source":1862,"tags":2162},"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",[485,780,595,499,1115],{"title":2164,"description":2165,"path":2166,"category":1848,"date":637,"updatedAt":637,"sourceType":404,"source":2167,"tags":2168},"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",[622,621,2169,429,623],"threads",{"title":2171,"description":2172,"path":2173,"category":1848,"date":600,"updatedAt":600,"sourceType":404,"source":2174,"tags":2175},"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",[954,841,955,525,430],{"title":2177,"description":2178,"path":2179,"category":1848,"date":637,"updatedAt":637,"sourceType":404,"source":2180,"tags":2181},"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",[1524,2182,2183,1523,449],"snapshot","rotation",{"title":2185,"description":2186,"path":2187,"category":1848,"date":637,"updatedAt":637,"sourceType":404,"source":2047,"tags":2188},"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",[450,2202,812,448],"compliance",{"title":2204,"description":2205,"path":2206,"category":1848,"date":619,"updatedAt":619,"sourceType":404,"source":2180,"tags":2207},"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",[450,1523,746,2208,449],"proxy",{"title":2210,"description":2211,"path":2212,"category":1848,"date":1534,"updatedAt":1534,"sourceType":404,"source":2213,"tags":2214},"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",[641,1537,1012,1536,45],{"title":2216,"description":2217,"path":2218,"category":1848,"date":1534,"updatedAt":1534,"sourceType":404,"source":2219,"tags":2220},"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",[580,408,1543,1234,449],{"title":2222,"description":2223,"path":2224,"category":1848,"date":637,"updatedAt":637,"sourceType":404,"source":2225,"tags":2226},"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",[450,1249,1250,2227,45],"sandbox",{"title":2229,"description":2230,"path":2231,"category":1641,"date":411,"updatedAt":411,"sourceType":404,"source":2037,"tags":2232},"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",[2039,692,667,442,477],{"title":2234,"description":2235,"path":2236,"category":1848,"date":647,"updatedAt":647,"sourceType":404,"source":2225,"tags":2237},"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",[1249,1398,639,622,450],{"title":2239,"description":2240,"path":2241,"category":1848,"date":1534,"updatedAt":1534,"sourceType":404,"source":2242,"tags":2243},"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",[1536,612,1559,1560,2244],"compatibility",{"title":2246,"description":2247,"path":2248,"category":1848,"date":540,"updatedAt":540,"sourceType":404,"source":1893,"tags":2249},"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",[1269,450,499,45,614],{"title":2251,"description":2252,"path":2253,"category":1848,"date":1055,"updatedAt":1055,"sourceType":404,"source":2012,"tags":2254},"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",[45,555,1057,1382,641],{"title":2256,"description":2257,"path":2258,"category":1848,"date":540,"updatedAt":540,"sourceType":404,"source":2259,"tags":2260},"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",[1607,1211,888,45,2014],{"title":2262,"description":2263,"path":2264,"category":1848,"date":540,"updatedAt":540,"sourceType":404,"source":2265,"tags":2266},"OpenClaw 更新观察：stable、beta、dev 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