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",[15,82,39],{}," 让后台工作第一次更像正式系统面",[11,85,86],{},"这次 release 里最容易被低估的是：",[32,88,89],{},[35,90,91,93],{},[15,92,39],{}," 不只是一个聊天命令",[11,95,96],{},"它代表 OpenClaw 现在开始把 ACP、subagent、cron 和 CLI detached work 统一收进 task ledger。",[11,98,99],{},"这对长期运行用户非常关键，因为以后“后台到底做了什么”不必再只靠聊天回复猜。",[24,101,103],{"id":102},"_2-searxng-说明搜索层也开始支持更稳的自托管路径","2. SearXNG 说明搜索层也开始支持更稳的自托管路径",[11,105,106,107,109],{},"这版把 SearXNG 放进 bundled ",[15,108,46],{}," provider，意味着：",[32,111,112],{},[35,113,114],{},"联网搜索不再只适合走外部 API",[11,116,117],{},"而是开始正式支持：",[32,119,120,123,126],{},[35,121,122],{},"自托管",[35,124,125],{},"key-free",[35,127,128],{},"可控上游聚合",[11,130,131],{},"这对中文团队和私有化部署都很有吸引力。",[24,133,135],{"id":134},"_3-bedrock-guardrails-说明-provider-治理正在前移","3. Bedrock Guardrails 说明 provider 治理正在前移",[11,137,138],{},"Guardrails 这项支持说明官方不再只关注：",[32,140,141],{},[35,142,143],{},"模型能不能调通",[11,145,146],{},"而是在把：",[32,148,149,152,155],{},[35,150,151],{},"内容过滤",[35,153,154],{},"主题拒绝",[35,156,157],{},"敏感信息过滤",[11,159,160],{},"推进到 provider 配置面。",[11,162,163],{},"这通常是产品从“能跑”走向“能控”的信号。",[24,165,167],{"id":166},"_4-feishu-drive-评论流说明飞书入口正在进入协作文档面","4. Feishu Drive 评论流说明飞书入口正在进入协作文档面",[11,169,170],{},"这一版最有中文环境意义的变化之一，就是：",[32,172,173],{},[35,174,175],{},"Feishu 不再只是一条聊天渠道",[11,177,178,179,182],{},"官方已经把 Drive comment event、comment thread context 和 ",[15,180,181],{},"feishu_drive.reply_comment"," 这些动作写进主线，说明 OpenClaw 已经在往：",[32,184,185,188],{},[35,186,187],{},"文档协作",[35,189,190],{},"评论驱动流转",[11,192,193],{},"这类企业协作面延伸。",[24,195,197],{"id":196},"_5-voice-wake-继续强化不是只有文字入口","5. Voice Wake 继续强化“不是只有文字入口”",[11,199,200],{},"macOS Voice Wake 现在可以直接触发 Talk Mode，意味着：",[32,202,203],{},[35,204,205],{},"语音入口正在变得更自然",[11,207,208],{},"它不只是单独的语音功能，而是在继续把 OpenClaw 做成多入口系统。",[24,210,211],{"id":211},"对中文站最直接的影响",[11,213,214],{},"这版 release 会直接影响我们站里哪些内容值得补？",[11,216,217],{},"至少有四类：",[32,219,220,223,226,229],{},[35,221,222],{},"task 体系",[35,224,225],{},"SearXNG 搜索",[35,227,228],{},"Bedrock Guardrails",[35,230,231],{},"Feishu 协作文档流",[11,233,234],{},"也就是说，2026.4.1 不是那种“修几个边角”的版本，而是一版很适合补教程和补站内主题页的版本。",[24,236,237],{"id":237},"推荐延伸阅读",[32,239,240,247,253,259],{},[35,241,242],{},[243,244,246],"a",{"href":245},"/docs/manual/background-tasks-and-task-board","Background Tasks、/tasks 与 task flow 应该怎么用",[35,248,249],{},[243,250,252],{"href":251},"/docs/manual/searxng-search-provider","用 SearXNG 给 OpenClaw 配自托管 web_search",[35,254,255],{},[243,256,258],{"href":257},"/docs/manual/feishu-qr-login-and-drive-comments","Feishu 扫码接入、群控边界与 Drive 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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",[1214,1215,1216,965,720],"debugging","debug","runtime-overrides",{"title":1218,"description":1219,"path":1220,"category":1122,"updatedAt":492,"sourceType":344,"tags":1221},"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",[1134,1222,1223,1215,1128],"logging","flags",{"title":1225,"description":1226,"path":1227,"category":1122,"updatedAt":492,"sourceType":344,"tags":1228},"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",[514,1229,1230,495,1128],"dmScope","identityLinks",{"title":1232,"description":1233,"path":1234,"category":1122,"updatedAt":492,"sourceType":344,"tags":1235},"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",[965,966,1134,1236,1128],"migrations",{"title":1238,"description":1239,"path":1240,"category":1122,"updatedAt":492,"sourceType":344,"tags":1241},"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",[828,328,522,1242,1128],"shell",{"title":1244,"description":1245,"path":1246,"category":1122,"updatedAt":429,"sourceType":311,"tags":1247},"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",[1248,291,566,1249,1042],"sources","trust",{"title":1251,"description":1252,"path":1253,"category":1122,"updatedAt":386,"sourceType":344,"tags":1254},"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",[314,1255,481,893,475],"rpc",{"title":1257,"description":1258,"path":1259,"category":1122,"updatedAt":492,"sourceType":344,"tags":1260},"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",[651,652,314,474,1128],{"title":1262,"description":1263,"path":1264,"category":1122,"updatedAt":885,"sourceType":344,"tags":1265},"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",[514,314,444,374,1128],{"title":1267,"description":1268,"path":1269,"category":1122,"updatedAt":520,"sourceType":344,"tags":1270},"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",[314,893,1271,1272,1128],"protocol","scopes",{"title":1274,"description":1275,"path":1276,"category":1122,"updatedAt":510,"sourceType":344,"tags":1277},"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",[513,1278,495,737,670],"mention",{"title":1280,"description":1281,"path":1282,"category":1122,"updatedAt":520,"sourceType":344,"tags":1283},"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",[939,1284,1285,1286,1128],"visibility","activeHours","alerts",{"title":1288,"description":1289,"path":1290,"category":1122,"updatedAt":510,"sourceType":344,"tags":1291},"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",[887,893,1292,314,1128],"sdk",{"title":1294,"description":1295,"path":1296,"category":1122,"updatedAt":510,"sourceType":344,"tags":1297},"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",[328,1298,917,1299,1128],"include","arrays",{"title":1301,"description":1302,"path":1303,"category":1122,"updatedAt":492,"sourceType":344,"tags":1304},"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",[757,1305,619,364,1128],"invoke",{"title":1307,"description":1308,"path":1309,"category":1122,"updatedAt":520,"sourceType":344,"tags":1310},"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",[318,1311,1312,1313,1314,1128],"hybrid-search","ranking","mmr","retrieval",{"title":1316,"description":1317,"path":1318,"category":1122,"updatedAt":429,"sourceType":344,"tags":1319},"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",[437,1320,487,486,1128],"probe",{"title":1322,"description":1323,"path":1324,"category":1122,"updatedAt":823,"sourceType":344,"tags":1325},"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",[651,652,1158,1326,946],"credentials",{"title":1328,"description":1329,"path":1330,"category":1122,"updatedAt":429,"sourceType":344,"tags":1331},"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",[421,549,1332,1333,1042,1128],"npm","pin",{"title":1335,"description":1336,"path":1337,"category":1212,"updatedAt":386,"sourceType":344,"tags":1338},"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",[1214,1339,720,486,683],"raw-stream",{"title":1341,"description":1342,"path":1343,"category":1122,"updatedAt":520,"sourceType":344,"tags":1344},"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",[388,1345,487,314,1128],"tlsFingerprint",{"title":1347,"description":1348,"path":1349,"category":1122,"updatedAt":520,"sourceType":344,"tags":1350},"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",[513,1351,1352,1353,1128],"mentions","pending-history","reply",{"title":1355,"description":1356,"path":1357,"category":1122,"updatedAt":492,"sourceType":344,"tags":1358},"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",[1359,1360,1361,486,1128],"secrets","secretrefs","runtime",{"title":1363,"description":1364,"path":1365,"category":1122,"updatedAt":510,"sourceType":344,"tags":1366},"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",[514,337,1229,651,737],{"title":1368,"description":1369,"path":1370,"category":1122,"updatedAt":279,"sourceType":344,"tags":1371},"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",[514,1372,1373,842,1128],"transcript","jsonl",{"title":1375,"description":1376,"path":1377,"category":1122,"updatedAt":279,"sourceType":344,"tags":1378},"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",[639,481,1379,1066,336],"store",{"title":1381,"description":1382,"path":1383,"category":1122,"updatedAt":520,"sourceType":344,"tags":1384},"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",[337,1081,1066,1385,1128],"ingress",{"title":1387,"description":1388,"path":1389,"category":1122,"updatedAt":386,"sourceType":344,"tags":1390},"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",[481,974,1391,720,1392],"health","troubleshooting",{"title":1394,"description":1395,"path":1396,"category":1122,"updatedAt":279,"sourceType":344,"tags":1397},"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",[1372,1398,486,1399,1128],"hygiene","tool-calls",{"title":1401,"description":1402,"path":1403,"category":1212,"updatedAt":370,"sourceType":344,"tags":1404},"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",[1392,965,974,720],{"title":1406,"description":1407,"path":1408,"category":1122,"updatedAt":492,"sourceType":344,"tags":1409},"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",[444,1410,1411,1372,1128],"history","inject",{"title":1413,"description":1414,"path":1415,"category":1416,"updatedAt":429,"sourceType":344,"tags":1417},"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",[1418,1419,1420,295,993,994],"china","cloud","deployment",{"title":1422,"description":1423,"path":1424,"category":1416,"updatedAt":370,"sourceType":344,"tags":1425},"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",[1420,389,1426,1419,1427],"docker","wsl2",{"title":1429,"description":1430,"path":1431,"category":1416,"updatedAt":833,"sourceType":344,"tags":1432},"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",[372,1332,1433,1427],"install-script",{"title":1435,"description":1436,"path":1437,"category":1416,"updatedAt":386,"sourceType":344,"tags":1438},"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",[372,1439,1433,1440,1043],"updater","git",{"title":1442,"description":1443,"path":1444,"category":1416,"updatedAt":343,"sourceType":344,"tags":1445},"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",[372,1439,1446,965,1043],"uninstall",{"title":1448,"description":1449,"path":1450,"category":1416,"updatedAt":343,"sourceType":344,"tags":1451},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 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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",[575,374,925,651,388],{"title":1779,"description":1780,"path":1781,"category":1688,"date":885,"updatedAt":885,"sourceType":344,"source":1702,"tags":1782},"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",[374,1783,1206,487,575],"bootstrap",{"title":1785,"description":1786,"path":1787,"category":1688,"date":429,"updatedAt":429,"sourceType":344,"source":1702,"tags":1788},"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",[374,444,595,1206,495,1789],"web",{"title":1791,"description":1792,"path":1793,"category":1482,"date":310,"updatedAt":310,"sourceType":566,"source":1794,"tags":1795},"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",[325,329,567,1418],{"title":1797,"description":1798,"path":1799,"category":1688,"date":510,"updatedAt":510,"sourceType":344,"source":1800,"tags":1801},"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 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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",[335,1420,364,1418],{"title":1832,"description":1833,"path":1834,"category":1482,"date":386,"updatedAt":386,"sourceType":344,"source":1835,"tags":1836},"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",[329,549,421,423,568],{"title":1838,"description":1839,"path":1840,"category":1688,"date":297,"updatedAt":297,"sourceType":344,"source":1841,"tags":1842},"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 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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",[651,1158,316,1159,336],{"title":1967,"description":1968,"path":1969,"category":1482,"date":386,"updatedAt":386,"sourceType":344,"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",[421,567,423,566,568],{"title":1973,"description":1974,"path":1975,"category":1688,"date":429,"updatedAt":429,"sourceType":344,"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",[486,437,474,487,763],{"title":1991,"description":1992,"path":1993,"category":1688,"date":520,"updatedAt":520,"sourceType":344,"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",[486,1127,437,314,336],{"title":1997,"description":1998,"path":1999,"category":1482,"date":386,"updatedAt":386,"sourceType":344,"source":1680,"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",[291,1041,1043,1042],{"title":2002,"description":2003,"path":2004,"category":1688,"date":492,"updatedAt":492,"sourceType":344,"source":1702,"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",[374,651,474,388,946],{"title":2007,"description":2008,"path":2009,"category":1688,"date":510,"updatedAt":510,"sourceType":344,"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",[495,494,2012,316,496],"threads",{"title":2014,"description":2015,"path":2016,"category":1688,"date":297,"updatedAt":297,"sourceType":344,"source":2017,"tags":2018},"OpenClaw 把 SearXNG 推进 bundled web_search 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入口的基础隔离建议。","/news/openclaw-secure-dm-mode-watch-2026-03-25",[514,337,1229,651,1081],{"title":2033,"description":2034,"path":2035,"category":1688,"date":429,"updatedAt":429,"sourceType":344,"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",[337,1066,1068,1067,336],{"title":2039,"description":2040,"path":2041,"category":2042,"date":310,"updatedAt":310,"sourceType":566,"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",[337,2045,683,335],"compliance",{"title":2047,"description":2048,"path":2049,"category":1688,"date":492,"updatedAt":492,"sourceType":344,"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",[337,1359,619,2051,336],"proxy",{"title":2053,"description":2054,"path":2055,"category":1688,"date":279,"updatedAt":279,"sourceType":344,"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",[514,1373,842,1372,314],{"title":2059,"description":2060,"path":2061,"category":1688,"date":279,"updatedAt":279,"sourceType":344,"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",[639,481,1379,1066,336],{"title":2065,"description":2066,"path":2067,"category":1688,"date":510,"updatedAt":510,"sourceType":344,"source":2068,"tags":2069},"OpenClaw 正在把 shared inbox 明确限定为协作硬化，而不是多租户承诺","官方最新 security audit 文档正在更明确地区分协作型 shared inbox 与互不信任多租户环境，并把 secure DM、sandbox 和 workspace-scoped access 组合成更完整的加固建议。","/news/openclaw-shared-inbox-trust-model-watch-2026-03-25","https://docs.openclaw.ai/cli/security",[337,1081,1082,2070,314],"sandbox",{"title":2072,"description":2073,"path":2074,"category":1482,"date":386,"updatedAt":386,"sourceType":344,"source":1879,"tags":2075},"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",[1881,566,541,329,365],{"title":2077,"description":2078,"path":2079,"category":1688,"date":520,"updatedAt":520,"sourceType":344,"source":2068,"tags":2080},"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",[1081,1230,512,495,337],{"title":2082,"description":2083,"path":2084,"category":1688,"date":279,"updatedAt":279,"sourceType":344,"source":2085,"tags":2086},"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",[1372,486,1398,1399,2087],"compatibility",{"title":2089,"description":2090,"path":2091,"category":1688,"date":429,"updatedAt":429,"sourceType":344,"source":1733,"tags":2092},"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",[1101,337,388,314,487],{"title":2094,"description":2095,"path":2096,"category":1688,"date":885,"updatedAt":885,"sourceType":344,"source":1854,"tags":2097},"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",[314,444,887,1214,514],{"title":2099,"description":2100,"path":2101,"category":1688,"date":429,"updatedAt":429,"sourceType":344,"source":2102,"tags":2103},"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",[1446,1043,1146,314,1856],{"title":2105,"description":2106,"path":2107,"category":1688,"date":429,"updatedAt":429,"sourceType":344,"source":2108,"tags":2109},"OpenClaw 更新观察：stable、beta、dev 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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",[589,873,874,474,652],{"title":2124,"description":2125,"path":2126,"category":1482,"date":386,"updatedAt":386,"sourceType":344,"source":1702,"tags":2127},"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",[374,444,893,575,1789],{"title":2129,"description":2130,"path":2131,"category":1688,"date":885,"updatedAt":885,"sourceType":344,"source":2132,"tags":2133},"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 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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",[337,683,335,327],{"title":2177,"description":2178,"path":2179,"category":2180,"date":370,"updatedAt":370,"sourceType":566,"source":2181,"tags":2182},"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",[337,683,1026,431],{"title":2184,"description":2185,"path":2186,"category":1561,"date":1483,"updatedAt":370,"sourceType":344,"source":1484,"tags":2187},"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",[811,683,1563,347],{"title":2189,"description":2190,"path":2191,"category":1540,"date":1509,"updatedAt":343,"sourceType":288,"source":1510,"tags":2192},"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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