[{"data":1,"prerenderedAt":2814},["ShallowReactive",2],{"docs:reference/shared-user-ingress-signals":3,"content-manifest":306},{"id":4,"title":5,"body":6,"category":286,"date":287,"description":288,"extension":289,"meta":290,"navigation":291,"path":292,"seo":293,"source":294,"sourceName":295,"sourceType":296,"stem":297,"tags":298,"updatedAt":304,"__hash__":305},"docs/docs/reference/shared-user-ingress-signals.md","哪些配置会被官方当成 shared-user ingress 信号",{"type":7,"value":8,"toc":274},"minimark",[9,13,26,33,36,43,48,51,59,62,67,70,73,76,87,90,95,99,102,114,117,122,125,130,134,137,142,145,156,159,163,166,171,174,179,182,192,195,198,201,222,225,228,239,242,247,250,253],[10,11,5],"h1",{"id":12},"哪些配置会被官方当成-shared-user-ingress-信号",[14,15,16,17,21,22,25],"p",{},"OpenClaw 最近的 ",[18,19,20],"code",{},"security audit"," 文档有一个很值的变化：",[23,24],"br",{},"\n它不再只在“已经出问题”时提醒，而是开始根据配置形态判断：",[27,28,29],"ul",{},[30,31,32],"li",{},"你这里是不是很像一个多人共享入口",[14,34,35],{},"官方给这个判断起的名字是：",[27,37,38],{},[30,39,40],{},[18,41,42],{},"security.trust_model.multi_user_heuristic",[44,45,47],"h2",{"id":46},"这不是在说你配置错了","这不是在说“你配置错了”",[14,49,50],{},"先记住一点，官方发这个信号时，意思不是：",[27,52,53,56],{},[30,54,55],{},"配置非法",[30,57,58],{},"功能不能用",[14,60,61],{},"它真正想表达的是：",[27,63,64],{},[30,65,66],{},"你的入口形态已经不像单人 personal-assistant 了",[14,68,69],{},"既然默认 trust model 还是个人助理，这种偏离就值得被单独审计。",[44,71,72],{"id":72},"官方当前会看哪些信号",[14,74,75],{},"根据最新文档，下面这些都会被当成 shared-user ingress 迹象：",[27,77,78,81,84],{},[30,79,80],{},"open 的 DM 或 group policy",[30,82,83],{},"配置了群目标",[30,85,86],{},"使用 wildcard sender 规则",[14,88,89],{},"它们的共同点都不是“危险配置”本身，而是：",[27,91,92],{},[30,93,94],{},"更多人可能同时打进来",[44,96,98],{"id":97},"open-policy-为什么是强信号","open policy 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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",[950,951,1114,1216,303],"migrations",{"title":1218,"description":1219,"path":1220,"category":286,"updatedAt":485,"sourceType":296,"tags":1221},"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",[812,335,514,1222,303],"shell",{"title":1224,"description":1225,"path":1226,"category":286,"updatedAt":434,"sourceType":318,"tags":1227},"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",[1228,1026,558,1229,1028],"sources","trust",{"title":1231,"description":1232,"path":1233,"category":286,"updatedAt":391,"sourceType":296,"tags":1234},"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",[321,1235,771,877,480],"rpc",{"title":1237,"description":1238,"path":1239,"category":286,"updatedAt":485,"sourceType":296,"tags":1240},"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",[638,639,321,479,303],{"title":1242,"description":1243,"path":1244,"category":286,"updatedAt":869,"sourceType":296,"tags":1245},"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",[507,321,449,379,303],{"title":1247,"description":1248,"path":1249,"category":286,"updatedAt":304,"sourceType":296,"tags":1250},"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",[321,877,1251,1252,303],"protocol","scopes",{"title":1254,"description":1255,"path":1256,"category":286,"updatedAt":503,"sourceType":296,"tags":1257},"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",[506,1258,488,724,657],"mention",{"title":1260,"description":1261,"path":1262,"category":286,"updatedAt":304,"sourceType":296,"tags":1263},"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",[924,1264,1265,1266,303],"visibility","activeHours","alerts",{"title":1268,"description":1269,"path":1270,"category":286,"updatedAt":503,"sourceType":296,"tags":1271},"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",[871,877,1272,321,303],"sdk",{"title":1274,"description":1275,"path":1276,"category":286,"updatedAt":503,"sourceType":296,"tags":1277},"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",[335,1278,901,1279,303],"include","arrays",{"title":1281,"description":1282,"path":1283,"category":286,"updatedAt":485,"sourceType":296,"tags":1284},"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",[744,1285,613,369,303],"invoke",{"title":1287,"description":1288,"path":1289,"category":286,"updatedAt":304,"sourceType":296,"tags":1290},"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",[325,1291,1292,1293,1294,303],"hybrid-search","ranking","mmr","retrieval",{"title":1296,"description":1297,"path":1298,"category":286,"updatedAt":434,"sourceType":296,"tags":1299},"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",[442,1300,587,598,303],"probe",{"title":1302,"description":1303,"path":1304,"category":286,"updatedAt":807,"sourceType":296,"tags":1305},"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",[638,639,1138,1306,931],"credentials",{"title":1308,"description":1309,"path":1310,"category":286,"updatedAt":434,"sourceType":296,"tags":1311},"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",[426,541,1312,1313,1028,303],"npm","pin",{"title":1315,"description":1316,"path":1317,"category":1193,"updatedAt":391,"sourceType":296,"tags":1318},"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",[1195,1319,707,598,670],"raw-stream",{"title":1321,"description":1322,"path":1323,"category":286,"updatedAt":304,"sourceType":296,"tags":1324},"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",[393,1325,587,321,303],"tlsFingerprint",{"title":1327,"description":1328,"path":1329,"category":286,"updatedAt":304,"sourceType":296,"tags":1330},"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",[506,1331,1332,1333,303],"mentions","pending-history","reply",{"title":1335,"description":1336,"path":1337,"category":286,"updatedAt":485,"sourceType":296,"tags":1338},"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",[1339,1340,1341,598,303],"secrets","secretrefs","runtime",{"title":267,"description":1343,"path":266,"category":286,"updatedAt":503,"sourceType":296,"tags":1344},"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。",[507,299,211,638,724],{"title":1346,"description":1347,"path":1348,"category":286,"updatedAt":1349,"sourceType":296,"tags":1350},"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",[507,1351,1352,826,303],"transcript","jsonl",{"title":1354,"description":1355,"path":1356,"category":286,"updatedAt":1349,"sourceType":296,"tags":1357},"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",[626,771,1358,301,343],"store",{"title":5,"description":288,"path":292,"category":286,"updatedAt":304,"sourceType":296,"tags":1360},[299,300,301,302,303],{"title":1362,"description":1363,"path":1364,"category":286,"updatedAt":391,"sourceType":296,"tags":1365},"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",[771,959,1366,707,1367],"health","troubleshooting",{"title":1369,"description":1370,"path":1371,"category":286,"updatedAt":1349,"sourceType":296,"tags":1372},"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",[1351,1373,598,1374,303],"hygiene","tool-calls",{"title":1376,"description":1377,"path":1378,"category":1193,"updatedAt":375,"sourceType":296,"tags":1379},"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",[1367,950,959,707],{"title":1381,"description":1382,"path":1383,"category":286,"updatedAt":485,"sourceType":296,"tags":1384},"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",[449,1385,1386,1351,303],"history","inject",{"title":1388,"description":1389,"path":1390,"category":1391,"updatedAt":434,"sourceType":296,"tags":1392},"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",[1393,1394,1395,1396,978,979],"china","cloud","deployment","feishu",{"title":1398,"description":1399,"path":1400,"category":1391,"updatedAt":375,"sourceType":296,"tags":1401},"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",[1395,394,1402,1394,1403],"docker","wsl2",{"title":1405,"description":1406,"path":1407,"category":1391,"updatedAt":817,"sourceType":296,"tags":1408},"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",[377,1312,1409,1403],"install-script",{"title":1411,"description":1412,"path":1413,"category":1391,"updatedAt":391,"sourceType":296,"tags":1414},"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",[377,1415,1409,1416,1029],"updater","git",{"title":1418,"description":1419,"path":1420,"category":1391,"updatedAt":349,"sourceType":296,"tags":1421},"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",[377,1415,1422,950,1029],"uninstall",{"title":1424,"description":1425,"path":1426,"category":1391,"updatedAt":349,"sourceType":296,"tags":1427},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 的详细指南。","/docs/setup/linux-installation",[1428,377,386,1429],"linux","server",{"title":1431,"description":1432,"path":1433,"category":1391,"updatedAt":349,"sourceType":296,"tags":1434},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[497,377,386,1435],"apple",{"title":1437,"description":1438,"path":1439,"category":1440,"updatedAt":375,"sourceType":296,"tags":1441},"版本迁移与升级检查单","在 OpenClaw 版本升级前后，优先检查配置、CLI、认证和入口层变化，避免把升级直接变成线上事故。","/docs/setup/migration-guide","迁移",[1442,1443,1026,1444],"migration","upgrade","checklist",{"title":1446,"description":1447,"path":1448,"category":1391,"updatedAt":349,"sourceType":296,"tags":1449},"Windows 安装指南","在 Windows 上安装和配置 OpenClaw 的详细指南，推荐使用 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状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[950,951,809,1029,1114],{"title":1781,"description":1782,"path":1783,"category":1784,"date":317,"updatedAt":317,"sourceType":558,"source":1785,"tags":1786},"OpenClaw 教育场景观察：AI 助教、个性化学习与高校试点想象空间","基于 2026 年 3 月 16 日教育领域临时稿，梳理 OpenClaw 在高校与教学场景中的潜在落地方向，包括答疑、学习路径推荐和教师工作流辅助。","/news/openclaw-education-adoption-watch-2026-03-16","行业观察","content/tmp/2026-03-16/openclaw-education-sector-adoption.md",[1787,1788,1789,1790],"education","adoption","ai-tutor","higher-education",{"title":1792,"description":1793,"path":1794,"category":1784,"date":317,"updatedAt":317,"sourceType":558,"source":1795,"tags":1796},"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",[342,1395,369,1393],{"title":1798,"description":1799,"path":1800,"category":1458,"date":391,"updatedAt":391,"sourceType":296,"source":1801,"tags":1802},"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",[336,541,426,428,560],{"title":1804,"description":1805,"path":1806,"category":1666,"date":503,"updatedAt":503,"sourceType":296,"source":1807,"tags":1808},"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",[321,638,1809,588,479],"pending",{"title":1811,"description":1812,"path":1813,"category":1666,"date":869,"updatedAt":869,"sourceType":296,"source":1814,"tags":1815},"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",[321,507,449,379,1816],"state",{"title":1818,"description":1819,"path":1820,"category":1666,"date":503,"updatedAt":503,"sourceType":296,"source":1821,"tags":1822},"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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的顺序正在被官方主动写清。","/news/openclaw-include-merge-boundary-watch-2026-03-25","https://docs.openclaw.ai/gateway/configuration",[335,1278,901,1279,343],{"title":1836,"description":1837,"path":1838,"category":1458,"date":391,"updatedAt":391,"sourceType":296,"source":1839,"tags":1840},"OpenClaw 官方 Showcase 基础设施观察：Home Assistant、Nix 与远程文件流转正在成为高频落地方向","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得关注的基础设施与部署类案例，观察 OpenClaw 在家庭服务器、可复现部署和远程实例运维上的真实应用。","/news/openclaw-infra-showcase-watch-2026-03-21","https://docs.openclaw.ai/start/showcase",[1841,1395,1842,1843,1844],"showcase","home-assistant","nix","infrastructure",{"title":1846,"description":1847,"path":1848,"category":1666,"date":485,"updatedAt":485,"sourceType":296,"source":1849,"tags":1850},"OpenClaw 的长期会话治理能力正在变完整","官方最近围绕 session、memory、compaction 和 secure DM mode 的文档更新，正在把长期连续性、上下文边界和重置策略拼成一条更完整的治理链。","/news/openclaw-long-session-governance-watch-2026-03-22","https://docs.openclaw.ai/concepts/session",[626,325,826,1737,750],{"title":1852,"description":1853,"path":1854,"category":1666,"date":485,"updatedAt":485,"sourceType":296,"source":1855,"tags":1856},"OpenClaw 的后台维护生命周期正在变清楚","官方最近围绕 cron、sessions cleanup、doctor 和 retention 的文档更新，正在把长期运行时的会话、日志和作业痕迹分成更清楚的维护层次。","/news/openclaw-maintenance-lifecycle-watch-2026-03-22","https://docs.openclaw.ai/cron",[1029,916,626,917,343],{"title":1858,"description":1859,"path":1860,"category":1485,"date":1459,"updatedAt":375,"sourceType":1160,"source":1487,"tags":1861},"OpenClaw 2026年3月版本更新：技能系统与安全性全面升级","OpenClaw 发布重要更新，带来性能优化、全新技能系统和安全性改进。","/news/openclaw-march-2026-update",[1026,1095,1027,336,299],{"title":1863,"description":1864,"path":1865,"category":1666,"date":434,"updatedAt":434,"sourceType":296,"source":1866,"tags":1867},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 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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",[1841,325,596,1878,1879],"vector-search","knowledge",{"title":1881,"description":1882,"path":1883,"category":1666,"date":503,"updatedAt":503,"sourceType":296,"source":1884,"tags":1885},"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",[1258,506,533,535,604],{"title":1887,"description":1888,"path":1889,"category":1666,"date":485,"updatedAt":485,"sourceType":296,"source":1890,"tags":1891},"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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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",[598,442,479,587,750],{"title":1951,"description":1952,"path":1953,"category":1666,"date":304,"updatedAt":304,"sourceType":296,"source":1954,"tags":1955},"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",[598,1108,442,321,343],{"title":1957,"description":1958,"path":1959,"category":1458,"date":391,"updatedAt":391,"sourceType":296,"source":1660,"tags":1960},"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",[1026,1027,1029,1028],{"title":1962,"description":1963,"path":1964,"category":1666,"date":485,"updatedAt":485,"sourceType":296,"source":1680,"tags":1965},"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",[379,638,479,393,931],{"title":1967,"description":1968,"path":1969,"category":1666,"date":503,"updatedAt":503,"sourceType":296,"source":1970,"tags":1971},"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",[488,487,1972,323,489],"threads",{"title":1974,"description":1975,"path":1976,"category":1666,"date":503,"updatedAt":503,"sourceType":296,"source":1977,"tags":1978},"OpenClaw Secret 观察：active snapshot 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