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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",[594,595,283,434,1066],{"title":1201,"description":1202,"path":1203,"category":1060,"updatedAt":821,"sourceType":311,"tags":1204},"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",[462,283,404,341,1066],{"title":1206,"description":1207,"path":1208,"category":1060,"updatedAt":468,"sourceType":311,"tags":1209},"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",[283,829,1210,1211,1066],"protocol","scopes",{"title":1213,"description":1214,"path":1215,"category":1060,"updatedAt":458,"sourceType":311,"tags":1216},"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",[461,1217,443,679,612],"mention",{"title":1219,"description":1220,"path":1221,"category":1060,"updatedAt":468,"sourceType":311,"tags":1222},"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",[876,1223,1224,1225,1066],"visibility","activeHours","alerts",{"title":1227,"description":1228,"path":1229,"category":1060,"updatedAt":458,"sourceType":311,"tags":1230},"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",[823,829,1231,283,1066],"sdk",{"title":1233,"description":1234,"path":1235,"category":1060,"updatedAt":458,"sourceType":311,"tags":1236},"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",[296,1237,853,1238,1066],"include","arrays",{"title":1240,"description":1241,"path":1242,"category":1060,"updatedAt":440,"sourceType":311,"tags":1243},"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",[699,1244,569,331,1066],"invoke",{"title":1246,"description":1247,"path":1248,"category":1060,"updatedAt":468,"sourceType":311,"tags":1249},"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",[287,1250,1251,1252,1253,1066],"hybrid-search","ranking","mmr","retrieval",{"title":1255,"description":1256,"path":1257,"category":1060,"updatedAt":389,"sourceType":311,"tags":1258},"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",[397,1259,543,554,1066],"probe",{"title":1261,"description":1262,"path":1263,"category":1060,"updatedAt":761,"sourceType":311,"tags":1264},"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",[594,595,1096,1265,883],"credentials",{"title":1267,"description":1268,"path":1269,"category":1060,"updatedAt":389,"sourceType":311,"tags":1270},"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",[264,497,1271,1272,980,1066],"npm","pin",{"title":1274,"description":1275,"path":1276,"category":1151,"updatedAt":353,"sourceType":311,"tags":1277},"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",[1153,1278,662,554,625],"raw-stream",{"title":1280,"description":1281,"path":1282,"category":1060,"updatedAt":468,"sourceType":311,"tags":1283},"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",[355,1284,543,283,1066],"tlsFingerprint",{"title":1286,"description":1287,"path":1288,"category":1060,"updatedAt":468,"sourceType":311,"tags":1289},"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",[461,1290,1291,1292,1066],"mentions","pending-history","reply",{"title":1294,"description":1295,"path":1296,"category":1060,"updatedAt":440,"sourceType":311,"tags":1297},"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",[1298,1299,1300,554,1066],"secrets","secretrefs","runtime",{"title":1302,"description":1303,"path":1304,"category":1060,"updatedAt":458,"sourceType":311,"tags":1305},"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",[462,304,1168,594,679],{"title":1307,"description":1308,"path":1309,"category":1060,"updatedAt":1310,"sourceType":311,"tags":1311},"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",[462,1312,1313,778,1066],"transcript","jsonl",{"title":1315,"description":1316,"path":1317,"category":1060,"updatedAt":1310,"sourceType":311,"tags":1318},"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",[582,725,1319,1004,303],"store",{"title":1321,"description":1322,"path":1323,"category":1060,"updatedAt":468,"sourceType":311,"tags":1324},"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",[304,1019,1004,1325,1066],"ingress",{"title":1327,"description":1328,"path":1329,"category":1060,"updatedAt":353,"sourceType":311,"tags":1330},"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",[725,911,1331,662,1332],"health","troubleshooting",{"title":1334,"description":1335,"path":1336,"category":1060,"updatedAt":1310,"sourceType":311,"tags":1337},"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",[1312,1338,554,1339,1066],"hygiene","tool-calls",{"title":1341,"description":1342,"path":1343,"category":1151,"updatedAt":337,"sourceType":311,"tags":1344},"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",[1332,902,911,662],{"title":1346,"description":1347,"path":1348,"category":1060,"updatedAt":440,"sourceType":311,"tags":1349},"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",[404,1350,1351,1312,1066],"history","inject",{"title":1353,"description":1354,"path":1355,"category":1356,"updatedAt":389,"sourceType":311,"tags":1357},"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",[1358,1359,1360,1361,930,931],"china","cloud","deployment","feishu",{"title":1363,"description":1364,"path":1365,"category":1356,"updatedAt":337,"sourceType":311,"tags":1366},"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",[1360,356,1367,1359,1368],"docker","wsl2",{"title":1370,"description":1371,"path":1372,"category":1356,"updatedAt":769,"sourceType":311,"tags":1373},"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",[339,1271,1374,1368],"install-script",{"title":1376,"description":1377,"path":1378,"category":1356,"updatedAt":353,"sourceType":311,"tags":1379},"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",[339,1380,1374,1381,981],"updater","git",{"title":1383,"description":1384,"path":1385,"category":1356,"updatedAt":310,"sourceType":311,"tags":1386},"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",[339,1380,1387,902,981],"uninstall",{"title":1389,"description":1390,"path":1391,"category":1356,"updatedAt":310,"sourceType":311,"tags":1392},"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",[1393,339,348,1394],"linux","server",{"title":1396,"description":1397,"path":1398,"category":1356,"updatedAt":310,"sourceType":311,"tags":1399},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[452,339,348,1400],"apple",{"title":1402,"description":1403,"path":1404,"category":1405,"updatedAt":337,"sourceType":311,"tags":1406},"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",[1407,1408,978,1409],"migration","upgrade","checklist",{"title":1411,"description":1412,"path":1413,"category":1356,"updatedAt":310,"sourceType":311,"tags":1414},"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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助手解决方案。","/news/50-integrations","生态动态","2026-03-09","openclaw.ai",[838,285,515],{"title":1428,"description":1429,"path":1430,"category":1431,"date":1432,"updatedAt":379,"sourceType":311,"source":1425,"tags":1433},"OpenClaw 与主流 AI 模型对比分析","深入对比 OpenClaw 支持的各类 AI 模型，帮助用户选择最适合自己需求的模型配置。","/news/ai-model-comparison","技术深度","2026-03-07",[397,1434,1435,1436,1437,1438],"comparison","gpt","claude","llama","analysis",{"title":1440,"description":1441,"path":1442,"category":1443,"date":1424,"updatedAt":337,"sourceType":311,"source":1425,"tags":1444},"OpenClaw 支持多种 AI 模型选择","OpenClaw 支持 Anthropic Claude、OpenAI GPT 和本地模型，为用户提供灵活的 AI 选择。","/news/ai-model-flexibility","功能介绍",[1445,397,1436,1435,356],"ai",{"title":1447,"description":1448,"path":1449,"category":1450,"date":1451,"updatedAt":379,"sourceType":1118,"source":1452,"tags":1453},"OpenClaw API v2 正式发布","OpenClaw 发布全新 API v2 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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",[302,1360,331,1358],{"title":1763,"description":1764,"path":1765,"category":1423,"date":353,"updatedAt":353,"sourceType":311,"source":1766,"tags":1767},"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",[263,497,264,266,516],{"title":1769,"description":1770,"path":1771,"category":1631,"date":458,"updatedAt":458,"sourceType":311,"source":1772,"tags":1773},"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",[283,594,1774,544,434],"pending",{"title":1776,"description":1777,"path":1778,"category":1631,"date":821,"updatedAt":821,"sourceType":311,"source":1779,"tags":1780},"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",[283,462,404,341,1781],"state",{"title":1783,"description":1784,"path":1785,"category":1631,"date":458,"updatedAt":458,"sourceType":311,"source":1786,"tags":1787},"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",[296,1237,853,1238,303],{"title":1801,"description":1802,"path":1803,"category":1423,"date":353,"updatedAt":353,"sourceType":311,"source":1804,"tags":1805},"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",[1806,1360,1807,1808,1809],"showcase","home-assistant","nix","infrastructure",{"title":1811,"description":1812,"path":1813,"category":1631,"date":440,"updatedAt":440,"sourceType":311,"source":1814,"tags":1815},"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 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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",[1806,287,552,1843,1844],"vector-search","knowledge",{"title":1846,"description":1847,"path":1848,"category":1631,"date":458,"updatedAt":458,"sourceType":311,"source":1849,"tags":1850},"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",[1217,461,489,491,560],{"title":1852,"description":1853,"path":1854,"category":1631,"date":440,"updatedAt":440,"sourceType":311,"source":1855,"tags":1856},"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",[554,397,434,543,705],{"title":1916,"description":1917,"path":1918,"category":1631,"date":468,"updatedAt":468,"sourceType":311,"source":1919,"tags":1920},"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",[554,1065,397,283,303],{"title":1922,"description":1923,"path":1924,"category":1423,"date":353,"updatedAt":353,"sourceType":311,"source":1625,"tags":1925},"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 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