[{"data":1,"prerenderedAt":2891},["ShallowReactive",2],{"news:openclaw-team-ingress-governance-watch-2026-03-29":3,"content-manifest":250},{"id":4,"title":5,"author":6,"body":7,"category":232,"date":233,"description":234,"extension":235,"meta":236,"navigation":237,"path":238,"seo":239,"source":240,"sourceName":241,"sourceType":242,"stem":243,"tags":244,"updatedAt":233,"__hash__":249},"news/news/openclaw-team-ingress-governance-watch-2026-03-29.md","OpenClaw 正在把团队入口治理拆成更细的几层","OpenClawCN",{"type":8,"value":9,"toc":222},"minimark",[10,30,40,43,57,62,68,75,78,83,86,90,93,107,110,115,119,122,130,133,141,144,148,151,159,162,167,170,175,178,181,195,198,201],[11,12,13,14,18,19,18,22,25,26,29],"p",{},"最近把 OpenClaw 的 ",[15,16,17],"code",{},"security audit","、",[15,20,21],{},"session",[15,23,24],{},"broadcast groups"," 和 ",[15,27,28],{},"channel routing"," 文档放在一起看，会发现一个越来越清楚的趋势：",[31,32,33,37],"ul",{},[34,35,36],"li",{},"官方不再把“多人会不会打进来”当成单个配置问题",[34,38,39],{},"而是在把团队入口治理拆成更细的几层",[11,41,42],{},"这几层现在至少包括：",[31,44,45,48,51,54],{},[34,46,47],{},"shared-user ingress 信号",[34,49,50],{},"DM 会话分桶",[34,52,53],{},"跨渠道身份归并",[34,55,56],{},"单 agent routing 与 broadcast precedence",[58,59,61],"h2",{"id":60},"_1-security-audit-已经开始主动识别-shared-user-ingress","1. security audit 已经开始主动识别 shared-user ingress",[11,63,64,65,67],{},"官方最近最值得注意的一点，是 ",[15,66,17],{}," 不只检查明显错误，还会发出：",[31,69,70],{},[34,71,72],{},[15,73,74],{},"security.trust_model.multi_user_heuristic",[11,76,77],{},"这意味着只要配置长得像多人共享入口，官方就希望你主动把它看成：",[31,79,80],{},[34,81,82],{},"治理问题",[11,84,85],{},"而不是普通聊天功能。",[58,87,89],{"id":88},"_2-secure-dm-和-identitylinks-被拆成两层","2. secure DM 和 identityLinks 被拆成两层",[11,91,92],{},"Session 文档现在已经很明确：",[31,94,95,101],{},[34,96,97,100],{},[15,98,99],{},"dmScope"," 负责隔离粒度",[34,102,103,106],{},[15,104,105],{},"identityLinks"," 负责跨渠道折叠",[11,108,109],{},"这会让团队更容易避免一个常见误区：",[31,111,112],{},[34,113,114],{},"试图用 identityLinks 去补 secure DM 没做好的边界",[58,116,118],{"id":117},"_3-broadcast-和-bindings-的关系也被说清了","3. broadcast 和 bindings 的关系也被说清了",[11,120,121],{},"Broadcast Groups 文档最近把一个很关键的点写得很直白：",[31,123,124,127],{},[34,125,126],{},"broadcast 不绕过 allowlists 和 mention gating",[34,128,129],{},"且在命中时优先于普通 bindings",[11,131,132],{},"这说明官方正在把：",[31,134,135,138],{},[34,136,137],{},"单 agent 归属",[34,139,140],{},"多 agent 协作",[11,142,143],{},"明确拆成两种不同配置面。",[58,145,147],{"id":146},"_4-shared-inbox-的边界越来越不像默认多用户模式","4. shared inbox 的边界越来越不像“默认多用户模式”",[11,149,150],{},"Security 文档和相关说明一起看，会更容易看出官方态度：",[31,152,153,156],{},[34,154,155],{},"shared inbox 可以硬化",[34,157,158],{},"但默认 trust model 仍然是 personal assistant",[11,160,161],{},"也就是说，shared inbox 被支持，但被当成：",[31,163,164],{},[34,165,166],{},"协作入口加固",[11,168,169],{},"而不是：",[31,171,172],{},[34,173,174],{},"互不信任多租户的正式承诺",[58,176,177],{"id":177},"对中文团队最有价值的提醒",[11,179,180],{},"如果你现在已经在做：",[31,182,183,186,189,192],{},[34,184,185],{},"多人协作入口",[34,187,188],{},"多账号或多渠道 DM",[34,190,191],{},"shared inbox",[34,193,194],{},"broadcast agent 组合",[11,196,197],{},"那接下来最值得补的不是更多技巧，而是先把这几层边界拆清。",[58,199,200],{"id":200},"推荐延伸阅读",[31,202,203,210,216],{},[34,204,205],{},[206,207,209],"a",{"href":208},"/docs/reference/shared-user-ingress-signals","哪些配置会被官方当成 shared-user ingress 信号",[34,211,212],{},[206,213,215],{"href":214},"/docs/manual/broadcast-vs-binding-precedence","Broadcast 和普通 bindings 谁先生效，什么时候该用哪一个",[34,217,218],{},[206,219,221],{"href":220},"/best-practices/identity-links-change-control","identityLinks 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硬化拆成更清楚的治理面。","md",{},true,"/news/openclaw-team-ingress-governance-watch-2026-03-29",{"title":5,"description":234},"https://docs.openclaw.ai/cli/security",null,"official","news/openclaw-team-ingress-governance-watch-2026-03-29",[245,105,246,247,248],"shared-inbox","broadcast","routing","security","F5xGZ0grmpru_YJ5LnkTypoaNyVxE4x580l2BtsSX1M",{"generatedAt":251,"collections":252,"totals":2889},"2026-10-19T07:16:28.294Z",{"docs":253,"news":1477,"bestPractices":2232},{"count":254,"items":255},171,[256,270,281,289,298,303,308,315,323,331,340,347,356,365,374,381,388,394,401,408,419,427,435,445,455,463,472,479,484,491,496,504,513,521,530,538,543,550,557,565,572,581,587,597,603,608,616,623,628,638,647,655,663,670,678,684,689,695,704,709,714,723,730,742,748,756,763,768,775,783,790,795,801,808,814,824,830,839,848,854,859,864,872,879,885,892,900,907,914,923,931,938,945,951,958,964,973,979,986,991,1000,1007,1015,1024,1031,1038,1048,1054,1060,1065,1073,1080,1086,1093,1099,1106,1111,1121,1132,1138,1144,1149,1155,1161,1168,1175,1182,1191,1198,1203,1209,1216,1225,1232,1237,1243,1249,1256,1262,1267,1272,1279,1285,1293,1299,1306,1312,1321,1327,1333,1340,1346,1352,1360,1367,1372,1380,1386,1390,1397,1404,1409,1416,1425,1432,1438,1445,1451,1457,1463,1472],{"title":257,"description":258,"path":259,"category":260,"updatedAt":261,"sourceType":262,"tags":263},"OpenClaw 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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",[280,370,371,372,373],"plugins","multi-agent","hooks","decision",{"title":375,"description":376,"path":377,"category":260,"updatedAt":378,"sourceType":262,"tags":379},"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",[267,321,373,265,380],"safety",{"title":382,"description":383,"path":384,"category":260,"updatedAt":378,"sourceType":262,"tags":385},"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",[386,387,248,373,346],"models","configurations",{"title":389,"description":390,"path":391,"category":260,"updatedAt":378,"sourceType":262,"tags":392},"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",[322,393,267,373,346],"webchat",{"title":395,"description":396,"path":397,"category":260,"updatedAt":378,"sourceType":262,"tags":398},"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",[346,373,355,399,400],"paths","topics",{"title":402,"description":403,"path":404,"category":360,"updatedAt":327,"sourceType":242,"tags":405},"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",[406,277,407,363],"users","scenarios",{"title":409,"description":410,"path":411,"category":412,"updatedAt":413,"sourceType":242,"tags":414},"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",[415,416,417,418],"runtime","workspace","bootstrap","sessions",{"title":420,"description":421,"path":422,"category":423,"updatedAt":327,"sourceType":424,"tags":425},"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",[416,426,269,280],"soul",{"title":428,"description":429,"path":430,"category":431,"updatedAt":327,"sourceType":242,"tags":432},"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",[265,433,278,434],"nodes","control-plane",{"title":436,"description":437,"path":438,"category":423,"updatedAt":439,"sourceType":242,"tags":440},"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 面板、通知策略和长期维护方式。","/docs/manual/background-tasks-and-task-board","2026-04-30",[441,314,442,443,444,287],"tasks","cron","subagent","cli",{"title":446,"description":447,"path":448,"category":423,"updatedAt":439,"sourceType":242,"tags":449},"Amazon Bedrock 的 AWS 凭据链与 Guardrails 应该怎么配","基于最新官方 Amazon Bedrock 文档，整理 OpenClaw 接入 Bedrock 时的凭据链、区域设置、自动发现和 Guardrails 配置重点。","/docs/manual/bedrock-guardrails-and-auth",[450,451,452,453,454,386],"bedrock","aws","providers","guardrails","auth",{"title":456,"description":457,"path":458,"category":423,"updatedAt":459,"sourceType":242,"tags":460},"bindings 的优先级怎么影响 agent 选择","基于最新官方 Channel Routing 与 Configuration 文档，解释 peer、guild、team、account、channel 和 default agent 的命中顺序，以及为什么 binding 命中问题常常看起来像“模型选错了”。","/docs/manual/bindings-precedence-and-agent-selection","2026-03-22",[461,247,462,267,279],"bindings","agents",{"title":464,"description":465,"path":466,"category":423,"updatedAt":378,"sourceType":242,"tags":467},"BlueBubbles 与 iMessage 接入","为什么官方更推荐 BlueBubbles，而不是 legacy imsg，以及远程 Mac 和 webhook 模式下该注意什么。","/docs/manual/bluebubbles-imessage",[267,468,469,470,471],"bluebubbles","imessage","macos","webhook",{"title":473,"description":474,"path":475,"category":423,"updatedAt":476,"sourceType":242,"tags":477},"Broadcast Groups 和普通 routing 的边界怎么区分","基于最新官方 Broadcast Groups 与 Channel Routing 文档，解释 Broadcast Groups 何时会生效、为什么它不是 bindings 的替代品，以及多代理同群运行时的 session、工具和响应顺序边界。","/docs/manual/broadcast-groups-and-routing-boundaries","2026-03-25",[246,247,478,462,21],"groups",{"title":215,"description":480,"path":214,"category":481,"updatedAt":233,"sourceType":242,"tags":482},"基于最新官方 Broadcast Groups、Channel Routing 与 Groups 文档，整理 broadcast、bindings、group policy 和 mention gating 的生效顺序，帮助团队区分“多 agent 协作”和“单 agent 路由”到底该落在哪层。","使用说明",[246,461,247,478,483,412],"precedence",{"title":485,"description":486,"path":487,"category":423,"updatedAt":327,"sourceType":242,"tags":488},"Camera Capture 与拍照/短视频能力","理解 OpenClaw 的 camera capture 如何通过 nodes 暴露给 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连续失败后的退避节奏。","/docs/reference/cron-run-queue-and-retry-backoff",[442,694,1208,780,1131],"scheduler",{"title":1210,"description":1211,"path":1212,"category":1125,"updatedAt":889,"sourceType":242,"tags":1213},"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",[322,555,1214,1215,454],"secretref","sessionStorage",{"title":1217,"description":1218,"path":1219,"category":1220,"updatedAt":576,"sourceType":242,"tags":1221},"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",[1222,1223,1224,969,683],"debugging","debug","runtime-overrides",{"title":1226,"description":1227,"path":1228,"category":1125,"updatedAt":459,"sourceType":242,"tags":1229},"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",[1137,1230,1231,1223,1131],"logging","flags",{"title":1233,"description":1234,"path":1235,"category":1125,"updatedAt":459,"sourceType":242,"tags":1236},"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",[21,99,105,247,1131],{"title":1238,"description":1239,"path":1240,"category":1125,"updatedAt":459,"sourceType":242,"tags":1241},"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",[969,970,1137,1242,1131],"migrations",{"title":1244,"description":1245,"path":1246,"category":1125,"updatedAt":459,"sourceType":242,"tags":1247},"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",[823,279,483,1248,1131],"shell",{"title":1250,"description":1251,"path":1252,"category":1125,"updatedAt":378,"sourceType":262,"tags":1253},"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",[1254,1044,526,1255,1046],"sources","trust",{"title":1257,"description":1258,"path":1259,"category":1125,"updatedAt":335,"sourceType":242,"tags":1260},"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",[265,1261,444,897,434],"rpc",{"title":1263,"description":1264,"path":1265,"category":1125,"updatedAt":459,"sourceType":242,"tags":1266},"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",[614,615,265,433,1131],{"title":1268,"description":1269,"path":1270,"category":1125,"updatedAt":889,"sourceType":242,"tags":1271},"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",[21,265,393,322,1131],{"title":1273,"description":1274,"path":1275,"category":1125,"updatedAt":233,"sourceType":242,"tags":1276},"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",[265,897,1277,1278,1131],"protocol","scopes",{"title":1280,"description":1281,"path":1282,"category":1125,"updatedAt":476,"sourceType":242,"tags":1283},"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",[478,1284,247,700,633],"mention",{"title":1286,"description":1287,"path":1288,"category":1125,"updatedAt":233,"sourceType":242,"tags":1289},"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",[943,1290,1291,1292,1131],"visibility","activeHours","alerts",{"title":1294,"description":1295,"path":1296,"category":1125,"updatedAt":476,"sourceType":242,"tags":1297},"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",[891,897,1298,265,1131],"sdk",{"title":1300,"description":1301,"path":1302,"category":1125,"updatedAt":476,"sourceType":242,"tags":1303},"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",[279,1304,921,1305,1131],"include","arrays",{"title":1307,"description":1308,"path":1309,"category":1125,"updatedAt":459,"sourceType":242,"tags":1310},"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",[729,1311,580,313,1131],"invoke",{"title":1313,"description":1314,"path":1315,"category":1125,"updatedAt":233,"sourceType":242,"tags":1316},"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",[269,1317,1318,1319,1320,1131],"hybrid-search","ranking","mmr","retrieval",{"title":1322,"description":1323,"path":1324,"category":1125,"updatedAt":378,"sourceType":242,"tags":1325},"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",[386,1326,454,452,1131],"probe",{"title":1328,"description":1329,"path":1330,"category":1125,"updatedAt":818,"sourceType":242,"tags":1331},"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",[614,615,1166,1332,950],"credentials",{"title":1334,"description":1335,"path":1336,"category":1125,"updatedAt":378,"sourceType":242,"tags":1337},"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",[370,509,1338,1339,1046,1131],"npm","pin",{"title":1341,"description":1342,"path":1343,"category":1220,"updatedAt":335,"sourceType":242,"tags":1344},"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",[1222,1345,683,452,646],"raw-stream",{"title":1347,"description":1348,"path":1349,"category":1125,"updatedAt":233,"sourceType":242,"tags":1350},"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",[337,1351,454,265,1131],"tlsFingerprint",{"title":1353,"description":1354,"path":1355,"category":1125,"updatedAt":233,"sourceType":242,"tags":1356},"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",[478,1357,1358,1359,1131],"mentions","pending-history","reply",{"title":1361,"description":1362,"path":1363,"category":1125,"updatedAt":459,"sourceType":242,"tags":1364},"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",[1365,1366,415,452,1131],"secrets","secretrefs",{"title":1368,"description":1369,"path":1370,"category":1125,"updatedAt":476,"sourceType":242,"tags":1371},"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",[21,248,99,614,700],{"title":1373,"description":1374,"path":1375,"category":1125,"updatedAt":1376,"sourceType":242,"tags":1377},"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",[21,1378,1379,846,1131],"transcript","jsonl",{"title":1381,"description":1382,"path":1383,"category":1125,"updatedAt":1376,"sourceType":242,"tags":1384},"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",[418,444,1385,1070,287],"store",{"title":209,"description":1387,"path":208,"category":1125,"updatedAt":233,"sourceType":242,"tags":1388},"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 信号，以及这些提醒真正想让你检查什么。",[248,245,1070,1389,1131],"ingress",{"title":1391,"description":1392,"path":1393,"category":1125,"updatedAt":335,"sourceType":242,"tags":1394},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 openclaw status、health、logs 三组命令各自应该回答什么问题，以及值班和排障时更稳的使用顺序。","/docs/reference/status-health-and-logs",[444,978,1395,683,1396],"health","troubleshooting",{"title":1398,"description":1399,"path":1400,"category":1125,"updatedAt":1376,"sourceType":242,"tags":1401},"对话记录清理（provider fixups）到底改了什么，不改什么","基于最新官方 Transcript Hygiene 文档，解释 OpenClaw 在运行前对 transcript 做的 provider-specific fixups、图片清理、tool 调用配对修复和思考签名清理分别解决什么问题，以及为什么它不会重写磁盘 JSONL。","/docs/reference/transcript-hygiene-and-provider-fixups",[1378,1402,452,1403,1131],"hygiene","tool-calls",{"title":1405,"description":1406,"path":1407,"category":1220,"updatedAt":327,"sourceType":242,"tags":1408},"故障排除与诊断思路","把 OpenClaw 常见问题按环境、入口、配置、认证和运行状态拆开，建立更高效的排查顺序。","/docs/reference/troubleshooting",[1396,969,978,683],{"title":1410,"description":1411,"path":1412,"category":1125,"updatedAt":459,"sourceType":242,"tags":1413},"WebChat 的 history、inject 和展示边界","基于最新官方 WebChat 文档，整理 chat.history 的截断/占位规则、chat.inject 的真实用途，以及为什么 WebChat 看见的 transcript 不是原始 JSONL 的一比一镜像。","/docs/reference/webchat-history-and-inject-boundaries",[393,1414,1415,1378,1131],"history","inject",{"title":1417,"description":1418,"path":1419,"category":1420,"updatedAt":378,"sourceType":242,"tags":1421},"国内云部署思路","面向中文团队整理 OpenClaw 在国内或面向国内网络环境部署时最该先判断的三件事：入口生态、模型端点和长期在线后的运维边界。","/docs/setup/china-cloud-deployment","安装",[1422,1423,1424,592,997,998],"china","cloud","deployment",{"title":1426,"description":1427,"path":1428,"category":1420,"updatedAt":327,"sourceType":242,"tags":1429},"部署方式怎么选","从本地安装、Docker、国内云模板和海外一键部署四类路径理解 OpenClaw 的部署选择，而不是只追求“最快装上”。","/docs/setup/deployment-options",[1424,338,1430,1423,1431],"docker","wsl2",{"title":1433,"description":1434,"path":1435,"category":1420,"updatedAt":828,"sourceType":242,"tags":1436},"OpenClaw 安装与环境","按官方推荐方式安装 OpenClaw，并根据本地开发、WSL2 和生产部署场景选择合适的安装路径。","/docs/setup/installation",[320,1338,1437,1431],"install-script",{"title":1439,"description":1440,"path":1441,"category":1420,"updatedAt":335,"sourceType":242,"tags":1442},"安装器方式和升级路径怎么选","基于最新官方 Install 与 Updating 文档，整理 install.sh、install-cli.sh、PowerShell 安装器、全局包安装和 git 安装各自适合什么场景，以及后续升级时应该走哪条路径。","/docs/setup/installer-methods-and-upgrade-paths",[320,1443,1437,1444,1047],"updater","git",{"title":1446,"description":1447,"path":1448,"category":1420,"updatedAt":576,"sourceType":242,"tags":1449},"安装器、更新与卸载","基于官方安装器、更新和卸载文档，整理 OpenClaw 从首次安装到原地升级、服务移除和彻底卸载的完整维护路径。","/docs/setup/installer-update-and-uninstall",[320,1443,1450,969,1047],"uninstall",{"title":1452,"description":1453,"path":1454,"category":1420,"updatedAt":576,"sourceType":242,"tags":1455},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 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保真，以及它们对长期使用的意义。","/news/openclaw-context-compaction-watch-2026-03-21",[845,846,418,269,1773],"continuity",{"title":1775,"description":1776,"path":1777,"category":1484,"date":335,"updatedAt":335,"sourceType":242,"source":1778,"tags":1779},"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",[535,322,929,614,337],{"title":1781,"description":1782,"path":1783,"category":232,"date":889,"updatedAt":889,"sourceType":242,"source":1704,"tags":1784},"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",[322,417,1214,454,535],{"title":1786,"description":1787,"path":1788,"category":232,"date":378,"updatedAt":378,"sourceType":242,"source":1704,"tags":1789},"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",[322,393,555,1214,247,1790],"web",{"title":1792,"description":1793,"path":1794,"category":1484,"date":261,"updatedAt":261,"sourceType":526,"source":1795,"tags":1796},"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",[276,280,527,1422],{"title":1798,"description":1799,"path":1800,"category":232,"date":476,"updatedAt":476,"sourceType":242,"source":1801,"tags":1802},"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",[615,614,555,963,1803],"rotate",{"title":1805,"description":1806,"path":1807,"category":232,"date":459,"updatedAt":459,"sourceType":242,"source":1808,"tags":1809},"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",[1822,1823,1824,1825],"education","adoption","ai-tutor","higher-education",{"title":1827,"description":1828,"path":1829,"category":1819,"date":261,"updatedAt":261,"sourceType":526,"source":1830,"tags":1831},"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",[286,1424,313,1422],{"title":1833,"description":1834,"path":1835,"category":1484,"date":335,"updatedAt":335,"sourceType":242,"source":1836,"tags":1837},"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",[280,509,370,372,528],{"title":1839,"description":1840,"path":1841,"category":232,"date":439,"updatedAt":439,"sourceType":242,"source":1842,"tags":1843},"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",[592,593,594,595,267,596],{"title":1845,"description":1846,"path":1847,"category":232,"date":476,"updatedAt":476,"sourceType":242,"source":1848,"tags":1849},"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",[265,614,1850,555,433],"pending",{"title":1852,"description":1853,"path":1854,"category":232,"date":889,"updatedAt":889,"sourceType":242,"source":1855,"tags":1856},"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",[265,21,393,322,1857],"state",{"title":1859,"description":1860,"path":1861,"category":232,"date":476,"updatedAt":476,"sourceType":242,"source":1862,"tags":1863},"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",[1882,269,563,1919,1920],"vector-search","knowledge",{"title":1922,"description":1923,"path":1924,"category":232,"date":476,"updatedAt":476,"sourceType":242,"source":1925,"tags":1926},"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",[1284,478,501,503,570],{"title":1928,"description":1929,"path":1930,"category":232,"date":459,"updatedAt":459,"sourceType":242,"source":1931,"tags":1932},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 的文档更新，正在把消息入口、上下文桶、历史展示和投递节奏拆成更明确的几层。","/news/openclaw-message-surface-watch-2026-03-22","https://docs.openclaw.ai/messages",[633,393,247,637,267],{"title":1934,"description":1935,"path":1936,"category":232,"date":378,"updatedAt":378,"sourceType":242,"source":1759,"tags":1937},"OpenClaw 模型观察：models status 正在从状态展示继续长成探活入口","基于 2026 年 3 月 24 日可见的官方 CLI 文档，最近模型层最值得关注的变化之一是 models status 已经不只负责展示主模型和 fallback，而是开始承担 auth profile 探测。","/news/openclaw-model-probe-watch-2026-03-24",[386,1326,452,454,1006],{"title":1939,"description":1940,"path":1941,"category":232,"date":476,"updatedAt":476,"sourceType":242,"source":1942,"tags":1943},"OpenClaw 节点观察：headless node、普通设备节点与 Gateway 的宿主边界正在被官方写清","基于 2026 年 3 月 25 日可见的官方 Nodes、Architecture 与 Pairing 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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",[1059,556,535,614,337],{"title":1956,"description":1957,"path":1958,"category":232,"date":233,"updatedAt":233,"sourceType":242,"source":1959,"tags":1960},"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",[322,393,897,1059,434],{"title":1962,"description":1963,"path":1964,"category":232,"date":476,"updatedAt":476,"sourceType":242,"source":1801,"tags":1965},"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",[614,1166,267,1167,287],{"title":1967,"description":1968,"path":1969,"category":1484,"date":335,"updatedAt":335,"sourceType":242,"source":1970,"tags":1971},"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",[370,527,372,526,528],{"title":1973,"description":1974,"path":1975,"category":232,"date":378,"updatedAt":378,"sourceType":242,"source":1976,"tags":1977},"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",[452,386,433,454,747],{"title":1991,"description":1992,"path":1993,"category":232,"date":233,"updatedAt":233,"sourceType":242,"source":1994,"tags":1995},"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",[452,1130,386,265,287],{"title":1997,"description":1998,"path":1999,"category":1484,"date":335,"updatedAt":335,"sourceType":242,"source":1679,"tags":2000},"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",[1044,1045,1047,1046],{"title":2002,"description":2003,"path":2004,"category":232,"date":459,"updatedAt":459,"sourceType":242,"source":1704,"tags":2005},"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",[322,614,433,337,950],{"title":2007,"description":2008,"path":2009,"category":232,"date":476,"updatedAt":476,"sourceType":242,"source":2010,"tags":2011},"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",[247,461,2012,267,462],"threads",{"title":2014,"description":2015,"path":2016,"category":232,"date":439,"updatedAt":439,"sourceType":242,"source":2017,"tags":2018},"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",[788,675,789,363,268],{"title":2020,"description":2021,"path":2022,"category":232,"date":476,"updatedAt":476,"sourceType":242,"source":2023,"tags":2024},"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",[1366,2025,2026,1365,287],"snapshot","rotation",{"title":2028,"description":2029,"path":2030,"category":232,"date":476,"updatedAt":476,"sourceType":242,"source":1890,"tags":2031},"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",[21,248,99,614,245],{"title":2033,"description":2034,"path":2035,"category":232,"date":378,"updatedAt":378,"sourceType":242,"source":2036,"tags":2037},"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",[248,1070,1072,1071,287],{"title":2039,"description":2040,"path":2041,"category":2042,"date":261,"updatedAt":261,"sourceType":526,"source":2043,"tags":2044},"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",[248,2045,646,286],"compliance",{"title":2047,"description":2048,"path":2049,"category":232,"date":459,"updatedAt":459,"sourceType":242,"source":2023,"tags":2050},"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",[248,1365,580,2051,287],"proxy",{"title":2053,"description":2054,"path":2055,"category":232,"date":1376,"updatedAt":1376,"sourceType":242,"source":2056,"tags":2057},"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",[21,1379,846,1378,265],{"title":2059,"description":2060,"path":2061,"category":232,"date":1376,"updatedAt":1376,"sourceType":242,"source":2062,"tags":2063},"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",[418,444,1385,1070,287],{"title":2065,"description":2066,"path":2067,"category":232,"date":476,"updatedAt":476,"sourceType":242,"source":240,"tags":2068},"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",[248,245,1085,2069,265],"sandbox",{"title":2071,"description":2072,"path":2073,"category":1484,"date":335,"updatedAt":335,"sourceType":242,"source":1880,"tags":2074},"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",[1882,526,501,280,314],{"title":5,"description":234,"path":238,"category":232,"date":233,"updatedAt":233,"sourceType":242,"source":240,"tags":2076},[245,105,246,247,248],{"title":2078,"description":2079,"path":2080,"category":232,"date":1376,"updatedAt":1376,"sourceType":242,"source":2081,"tags":2082},"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",[1378,452,1402,1403,2083],"compatibility",{"title":2085,"description":2086,"path":2087,"category":232,"date":378,"updatedAt":378,"sourceType":242,"source":1735,"tags":2088},"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",[1104,248,337,265,454],{"title":2090,"description":2091,"path":2092,"category":232,"date":889,"updatedAt":889,"sourceType":242,"source":1855,"tags":2093},"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",[265,393,891,1222,21],{"title":2095,"description":2096,"path":2097,"category":232,"date":378,"updatedAt":378,"sourceType":242,"source":2098,"tags":2099},"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",[1450,1047,722,265,1857],{"title":2101,"description":2102,"path":2103,"category":232,"date":378,"updatedAt":378,"sourceType":242,"source":2104,"tags":2105},"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","https://docs.openclaw.ai/cli/update",[1116,1117,1118,1119,1120],{"title":2107,"description":2108,"path":2109,"category":1484,"date":335,"updatedAt":335,"sourceType":242,"source":1880,"tags":2110},"OpenClaw 官方 Showcase 语音观察：Phone Bridge、Telegram Voice Notes 与多语言转录正在把语音入口做实","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语音与电话类案例，观察 OpenClaw 在电话桥接、TTS 回传和多语言转录上的真实方向。","/news/openclaw-voice-phone-showcase-watch-2026-03-21",[1882,549,2111,2112,563],"phone","tts",{"title":2114,"description":2115,"path":2116,"category":232,"date":476,"updatedAt":476,"sourceType":242,"source":2117,"tags":2118},"OpenClaw 语音观察：全局 wake words 与设备本地 toggle 的分层正在变清楚","基于 2026 年 3 月 25 日可见的官方 Voice Wake 文档，最近语音层最值得关注的变化之一是 Gateway 级词表与设备本地开关的边界正在被官方主动强调。","/news/openclaw-voice-wake-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes/voice-wake",[549,877,878,433,615],{"title":2120,"description":2121,"path":2122,"category":1484,"date":335,"updatedAt":335,"sourceType":242,"source":1704,"tags":2123},"OpenClaw Web 入口观察：Dashboard、WebChat 与 Gateway WebSocket 正在收敛成一套更清晰的使用分工","基于 2026 年 3 月 21 日可见的官方 Dashboard、WebChat 与架构文档，整理最近最值得中文站关注的 Web 入口变化：Dashboard 的快速打开、WebChat 的 Gateway 直连，以及控制面和聊天面的职责分离。","/news/openclaw-web-surfaces-watch-2026-03-21",[322,393,897,535,1790],{"title":2125,"description":2126,"path":2127,"category":232,"date":889,"updatedAt":889,"sourceType":242,"source":2128,"tags":2129},"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",[393,322,891,265,586],{"title":2131,"description":2132,"path":2133,"category":232,"date":459,"updatedAt":459,"sourceType":242,"source":1982,"tags":2134},"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",[313,729,509,580,747],{"title":2136,"description":2137,"path":2138,"category":2139,"date":2140,"updatedAt":2140,"sourceType":262,"source":2141,"tags":2142},"OpenClaw 中文站本周更新：扩展能力地图、案例展示重构与周更内容节奏启动","本周中文站完成扩展目录重排、案例展示页重构，并开始按“教程 + 更新 + 案例”三类节奏持续发布内容。","/news/openclawcn-weekly-update-2026-03-15","站点更新","2026-03-15","openclawcn.xyz",[2143,2144,268,1882,2145],"site-update","content","weekly",{"title":2147,"description":2148,"path":2149,"category":2150,"date":1485,"updatedAt":327,"sourceType":242,"source":1486,"tags":2151},"OpenClaw 隐私优先：数据保留在本地设备","OpenClaw 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的安全设计理念、数据保护机制和企业级安全特性。","/news/security-architecture",[248,646,286,278],{"title":2173,"description":2174,"path":2175,"category":2176,"date":327,"updatedAt":327,"sourceType":526,"source":2177,"tags":2178},"OpenClaw 安全最佳实践：保护你的 AI 助手免受风险","随着 OpenClaw 的普及，安全问题日益受到关注。本文整理了保护本地 AI 助手的关键安全措施和最佳实践。","/news/security-best-practices","安全公告","安全社区",[248,646,1029,380],{"title":2180,"description":2181,"path":2182,"category":1563,"date":1485,"updatedAt":327,"sourceType":242,"source":1486,"tags":2183},"OpenClaw Signal 隐私通讯集成","了解如何将 OpenClaw 连接到 Signal，实现隐私通讯。","/news/signal-privacy",[806,646,1565,296],{"title":2185,"description":2186,"path":2187,"category":1542,"date":1511,"updatedAt":576,"sourceType":1188,"source":1512,"tags":2188},"OpenClaw 技能市场突破 400 个技能","OpenClaw 技能市场迎来重要里程碑，社区贡献的技能数量突破 400 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