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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",[1008,1009,1162,1265,1156],"migrations",{"title":1267,"description":1268,"path":1269,"category":1150,"updatedAt":543,"sourceType":356,"tags":1270},"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",[871,394,573,1271,1156],"shell",{"title":1273,"description":1274,"path":1275,"category":1150,"updatedAt":492,"sourceType":378,"tags":1276},"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",[1277,1074,617,1278,1076],"sources","trust",{"title":1280,"description":1281,"path":1282,"category":1150,"updatedAt":449,"sourceType":356,"tags":1283},"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",[359,1284,830,936,538],"rpc",{"title":1286,"description":1287,"path":1288,"category":1150,"updatedAt":543,"sourceType":356,"tags":1289},"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",[697,698,359,537,1156],{"title":1291,"description":1292,"path":1293,"category":1150,"updatedAt":928,"sourceType":356,"tags":1294},"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",[565,359,507,437,1156],{"title":1296,"description":1297,"path":1298,"category":1150,"updatedAt":571,"sourceType":356,"tags":1299},"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",[359,936,1300,1301,1156],"protocol","scopes",{"title":1303,"description":1304,"path":1305,"category":1150,"updatedAt":561,"sourceType":356,"tags":1306},"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",[564,1307,546,783,716],"mention",{"title":1309,"description":1310,"path":1311,"category":1150,"updatedAt":571,"sourceType":356,"tags":1312},"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",[982,1313,1314,1315,1156],"visibility","activeHours","alerts",{"title":1317,"description":1318,"path":1319,"category":1150,"updatedAt":561,"sourceType":356,"tags":1320},"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",[930,936,1321,359,1156],"sdk",{"title":1323,"description":1324,"path":1325,"category":1150,"updatedAt":561,"sourceType":356,"tags":1326},"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",[394,1327,959,1328,1156],"include","arrays",{"title":1330,"description":1331,"path":1332,"category":1150,"updatedAt":543,"sourceType":356,"tags":1333},"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",[803,1334,672,428,1156],"invoke",{"title":1336,"description":1337,"path":1338,"category":1150,"updatedAt":571,"sourceType":356,"tags":1339},"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",[384,1340,1341,1342,1343,1156],"hybrid-search","ranking","mmr","retrieval",{"title":1345,"description":1346,"path":1347,"category":1150,"updatedAt":492,"sourceType":356,"tags":1348},"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",[500,1349,646,657,1156],"probe",{"title":1351,"description":1352,"path":1353,"category":1150,"updatedAt":866,"sourceType":356,"tags":1354},"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",[697,698,1186,1355,989],"credentials",{"title":1357,"description":1358,"path":1359,"category":1150,"updatedAt":492,"sourceType":356,"tags":1360},"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",[484,600,1361,1362,1076,1156],"npm","pin",{"title":1364,"description":1365,"path":1366,"category":1241,"updatedAt":449,"sourceType":356,"tags":1367},"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",[1243,1368,766,657,729],"raw-stream",{"title":1370,"description":1371,"path":1372,"category":1150,"updatedAt":571,"sourceType":356,"tags":1373},"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",[451,1374,646,359,1156],"tlsFingerprint",{"title":1376,"description":1377,"path":1378,"category":1150,"updatedAt":571,"sourceType":356,"tags":1379},"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",[564,1380,1381,1382,1156],"mentions","pending-history","reply",{"title":1384,"description":1385,"path":1386,"category":1150,"updatedAt":543,"sourceType":356,"tags":1387},"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",[1388,1389,1390,657,1156],"secrets","secretrefs","runtime",{"title":1392,"description":1393,"path":1394,"category":1150,"updatedAt":561,"sourceType":356,"tags":1395},"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",[565,402,1258,697,783],{"title":1397,"description":1398,"path":1399,"category":1150,"updatedAt":1400,"sourceType":356,"tags":1401},"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",[565,1402,1403,885,1156],"transcript","jsonl",{"title":1405,"description":1406,"path":1407,"category":1150,"updatedAt":1400,"sourceType":356,"tags":1408},"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",[685,830,1409,1096,363],"store",{"title":1411,"description":1412,"path":1413,"category":1150,"updatedAt":571,"sourceType":356,"tags":1414},"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 信号，以及这些提醒真正想让你检查什么。","/docs/reference/shared-user-ingress-signals",[402,1111,1096,1415,1156],"ingress",{"title":1417,"description":1418,"path":1419,"category":1150,"updatedAt":449,"sourceType":356,"tags":1420},"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",[830,1015,1421,766,1422],"health","troubleshooting",{"title":1424,"description":1425,"path":1426,"category":1150,"updatedAt":1400,"sourceType":356,"tags":1427},"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",[1402,1428,657,1429,1156],"hygiene","tool-calls",{"title":1431,"description":1432,"path":1433,"category":1241,"updatedAt":364,"sourceType":356,"tags":1434},"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",[1422,1008,1015,766],{"title":1436,"description":1437,"path":1438,"category":1150,"updatedAt":543,"sourceType":356,"tags":1439},"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",[507,1440,1441,1402,1156],"history","inject",{"title":1443,"description":1444,"path":1445,"category":1446,"updatedAt":492,"sourceType":356,"tags":1447},"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",[1448,1449,1450,1451,1034,1035],"china","cloud","deployment","feishu",{"title":1453,"description":1454,"path":1455,"category":1446,"updatedAt":364,"sourceType":356,"tags":1456},"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",[1450,452,1457,1449,1458],"docker","wsl2",{"title":1460,"description":1461,"path":1462,"category":1446,"updatedAt":876,"sourceType":356,"tags":1463},"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",[435,1361,1464,1458],"install-script",{"title":1466,"description":1467,"path":1468,"category":1446,"updatedAt":449,"sourceType":356,"tags":1469},"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",[435,1470,1464,1471,1077],"updater","git",{"title":1473,"description":1474,"path":1475,"category":1446,"updatedAt":408,"sourceType":356,"tags":1476},"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",[435,1470,1477,1008,1077],"uninstall",{"title":1479,"description":1480,"path":1481,"category":1446,"updatedAt":408,"sourceType":356,"tags":1482},"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",[1483,435,444,1484],"linux","server",{"title":1486,"description":1487,"path":1488,"category":1446,"updatedAt":408,"sourceType":356,"tags":1489},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[555,435,444,1490],"apple",{"title":1492,"description":1493,"path":1494,"category":1495,"updatedAt":364,"sourceType":356,"tags":1496},"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",[1497,1498,1074,1499],"migration","upgrade","checklist",{"title":1501,"description":1502,"path":1503,"category":1446,"updatedAt":408,"sourceType":356,"tags":1504},"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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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",[698,697,647,1002,1823],"rotate",{"title":1825,"description":1826,"path":1827,"category":1721,"date":543,"updatedAt":543,"sourceType":356,"source":1828,"tags":1829},"OpenClaw 的诊断与修复工作流正在成型","官方最近围绕 Doctor、Diagnostics Flags、Debugging 和 sessions cleanup 的文档更新，正在把 OpenClaw 的排障方式从“看日志猜”推进到更清楚的 repair ladder。","/news/openclaw-diagnostics-repair-watch-2026-03-22","https://docs.openclaw.ai/doctor",[1008,1162,1009,1243,363],{"title":1831,"description":1832,"path":1833,"category":1721,"date":561,"updatedAt":561,"sourceType":356,"source":1828,"tags":1834},"OpenClaw 排障观察：doctor 正在从“检查器”继续长成带备份心智的修复入口","基于 2026 年 3 月 25 日可见的官方 Doctor 文档，最近排障层最值得关注的变化之一是 doctor 对 stale config、unknown keys 和 legacy 状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[1008,1009,868,1077,1162],{"title":1836,"description":1837,"path":1838,"category":1839,"date":377,"updatedAt":377,"sourceType":617,"source":1840,"tags":1841},"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",[1842,1843,1844,1845],"education","adoption","ai-tutor","higher-education",{"title":1847,"description":1848,"path":1849,"category":1839,"date":377,"updatedAt":377,"sourceType":617,"source":1850,"tags":1851},"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",[401,1450,428,1448],{"title":1853,"description":1854,"path":1855,"category":1513,"date":449,"updatedAt":449,"sourceType":356,"source":1856,"tags":1857},"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",[395,600,484,486,619],{"title":1859,"description":1860,"path":1861,"category":1721,"date":561,"updatedAt":561,"sourceType":356,"source":1862,"tags":1863},"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",[359,697,1864,647,537],"pending",{"title":1866,"description":1867,"path":1868,"category":1721,"date":928,"updatedAt":928,"sourceType":356,"source":1869,"tags":1870},"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",[359,565,507,437,1871],"state",{"title":1873,"description":1874,"path":1875,"category":1721,"date":561,"updatedAt":561,"sourceType":356,"source":1876,"tags":1877},"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 顺序写得更完整了，也让“没回”和“没进系统”首次更容易区分。","/news/openclaw-group-policy-watch-2026-03-25","https://docs.openclaw.ai/channels/groups",[564,1307,783,716,546],{"title":1879,"description":1880,"path":1881,"category":1721,"date":571,"updatedAt":571,"sourceType":356,"source":1876,"tags":1882},"OpenClaw 正在把群触发从“@一下就行”写成更完整的治理链","官方最近围绕 Groups、Group Messages 和 Broadcast Groups 的文档更新，正在把 reply-to implicit mention、pending history、forum topic session key 和 shared-group rollout 写成更完整的群入口治理链。","/news/openclaw-group-trigger-governance-watch-2026-03-29",[564,1380,1883,563,809],"activation",{"title":1885,"description":1886,"path":1887,"category":1721,"date":561,"updatedAt":561,"sourceType":356,"source":1888,"tags":1889},"OpenClaw 配置观察：include 合并边界正在从“能拆文件”继续走向“能预测最终结果”","基于 2026 年 3 月 25 日可见的官方 Configuration 文档，最近配置层最值得关注的变化之一是 include、数组处理和 sibling override 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",[394,1327,959,1328,363],{"title":1891,"description":1892,"path":1893,"category":1513,"date":449,"updatedAt":449,"sourceType":356,"source":1894,"tags":1895},"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",[1896,1450,1897,1898,1899],"showcase","home-assistant","nix","infrastructure",{"title":1901,"description":1902,"path":1903,"category":1721,"date":543,"updatedAt":543,"sourceType":356,"source":1904,"tags":1905},"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",[685,384,885,1792,809],{"title":1907,"description":1908,"path":1909,"category":1721,"date":543,"updatedAt":543,"sourceType":356,"source":1910,"tags":1911},"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",[1077,974,685,975,363],{"title":1913,"description":1914,"path":1915,"category":1540,"date":1514,"updatedAt":364,"sourceType":1208,"source":1542,"tags":1916},"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",[1074,1141,1075,395,402],{"title":1918,"description":1919,"path":1920,"category":1721,"date":492,"updatedAt":492,"sourceType":356,"source":1921,"tags":1922},"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",[1896,384,655,1933,1934],"vector-search","knowledge",{"title":1936,"description":1937,"path":1938,"category":1721,"date":561,"updatedAt":561,"sourceType":356,"source":1939,"tags":1940},"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",[1307,564,592,594,663],{"title":1942,"description":1943,"path":1944,"category":1721,"date":543,"updatedAt":543,"sourceType":356,"source":1945,"tags":1946},"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",[716,507,546,720,382],{"title":1948,"description":1949,"path":1950,"category":1721,"date":492,"updatedAt":492,"sourceType":356,"source":1778,"tags":1951},"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",[500,1349,657,646,1044],{"title":1953,"description":1954,"path":1955,"category":1721,"date":561,"updatedAt":561,"sourceType":356,"source":1956,"tags":1957},"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 文档，最近节点层最值得关注的变化之一是能力宿主边界正在被主动拆清。","/news/openclaw-node-host-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes",[537,696,359,697,698],{"title":1959,"description":1960,"path":1961,"category":1513,"date":449,"updatedAt":449,"sourceType":356,"source":1962,"tags":1963},"OpenClaw 接入观察：从 2026.1.29 的迁移信号到现在的 Onboarding Wizard，官方已经把“第一次跑通”做成更完整链路","基于 2026 年 3 月 21 日可见的官方 Onboarding、Install 与 Releases 页面，整理 OpenClaw 从命名迁移、路径自动迁移到本地/远程 wizard 分流这条接入链路最近最值得注意的变化。","/news/openclaw-onboarding-migration-watch-2026-03-21","https://docs.openclaw.ai/start/wizard",[436,1497,1964,1498,1077],"install",{"title":1966,"description":1967,"path":1968,"category":1721,"date":928,"updatedAt":928,"sourceType":356,"source":1797,"tags":1969},"OpenClaw 的远程 operator 正在从“谁都能开网页”转向浏览器级交接管理","随着 Dashboard、Control UI 和 device pairing 文档持续补强，官方越来越清楚地把浏览器 profile、设备 pairing 和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1087,648,626,697,451],{"title":1971,"description":1972,"path":1973,"category":1721,"date":571,"updatedAt":571,"sourceType":356,"source":1974,"tags":1975},"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",[437,507,936,1087,538],{"title":1977,"description":1978,"path":1979,"category":1721,"date":561,"updatedAt":561,"sourceType":356,"source":1821,"tags":1980},"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",[697,1186,382,1187,363],{"title":1982,"description":1983,"path":1984,"category":1513,"date":449,"updatedAt":449,"sourceType":356,"source":1985,"tags":1986},"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",[484,618,486,617,619],{"title":1988,"description":1989,"path":1990,"category":1721,"date":492,"updatedAt":492,"sourceType":356,"source":1991,"tags":1992},"OpenClaw 插件观察：安装 spec 和 update tracking 正在决定插件后续会沿哪条轨道走","基于 2026 年 3 月 24 日可见的官方 plugins CLI 文档，最近插件层最值得关注的变化之一是 install spec、--pin 与 plugins.installs 正在被官方主动连成一条生命周期链。","/news/openclaw-plugin-install-tracking-watch-2026-03-24","https://docs.openclaw.ai/cli/plugins",[484,600,1361,1362,1076],{"title":1994,"description":1995,"path":1996,"category":1721,"date":492,"updatedAt":492,"sourceType":356,"source":1997,"tags":1998},"OpenClaw 工作流观察：OpenProse 与 Lobster 的上下层分工正在变清楚","基于 2026 年 3 月 24 日可见的官方 Lobster 文档，最近最值得关注的信号是 OpenProse 与 Lobster 的边界正在被官方主动写清，多智能体准备和确定性执行不再混成一层。","/news/openclaw-prose-lobster-watch-2026-03-24","https://docs.openclaw.ai/tools/lobster",[802,803,428,672,485],{"title":2000,"description":2001,"path":2002,"category":1721,"date":571,"updatedAt":571,"sourceType":356,"source":2003,"tags":2004},"OpenClaw 正在把 provider、模型和远程执行分成不同治理层","官方最近围绕 Models、Model Failover 和 node 的文档更新，正在把 provider auth、模型 allowlist、多模态能力和远程 node 执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[657,500,537,646,809],{"title":2006,"description":2007,"path":2008,"category":1721,"date":571,"updatedAt":571,"sourceType":356,"source":2009,"tags":2010},"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",[657,1155,500,359,363],{"title":2012,"description":2013,"path":2014,"category":1513,"date":449,"updatedAt":449,"sourceType":356,"source":1715,"tags":2015},"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",[1074,1075,1077,1076],{"title":2017,"description":2018,"path":2019,"category":1721,"date":543,"updatedAt":543,"sourceType":356,"source":1735,"tags":2020},"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",[437,697,537,451,989],{"title":2022,"description":2023,"path":2024,"category":1721,"date":561,"updatedAt":561,"sourceType":356,"source":2025,"tags":2026},"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",[546,545,2027,382,547],"threads",{"title":2029,"description":2030,"path":2031,"category":1721,"date":561,"updatedAt":561,"sourceType":356,"source":2032,"tags":2033},"OpenClaw Secret 观察：active snapshot 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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",[1896,617,592,395,429],{"title":2086,"description":2087,"path":2088,"category":1721,"date":571,"updatedAt":571,"sourceType":356,"source":2077,"tags":2089},"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",[1111,1259,563,546,402],{"title":2091,"description":2092,"path":2093,"category":1721,"date":1400,"updatedAt":1400,"sourceType":356,"source":2094,"tags":2095},"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 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