[{"data":1,"prerenderedAt":2867},["ShallowReactive",2],{"docs:manual/hook-lifecycle-events":3,"content-manifest":358},{"id":4,"title":5,"body":6,"category":338,"date":339,"description":340,"extension":341,"meta":342,"navigation":343,"path":344,"seo":345,"source":346,"sourceName":347,"sourceType":348,"stem":349,"tags":350,"updatedAt":356,"__hash__":357},"docs/docs/manual/hook-lifecycle-events.md","Hooks 生命周期与事件类型",{"type":7,"value":8,"toc":323},"minimark",[9,13,17,20,25,28,41,44,65,68,77,80,94,101,106,111,114,125,135,138,149,153,156,159,173,176,180,183,186,197,200,203,206,209,223,226,237,241,244,247,258,261,272,275,278,281,296,299,302],[10,11,5],"h1",{"id":12},"hooks-生命周期与事件类型",[14,15,16],"p",{},"很多人第一次接触 Hooks，会把它理解成“某个时刻跑一段脚本”。但最新官方文档已经把 hooks 做成一套完整的生命周期事件系统，不同事件的用途差别非常大。",[14,18,19],{},"如果你不先区分事件类型，后面最容易出现的问题就是：逻辑能跑，但放错了地方。",[21,22,24],"h2",{"id":23},"hooks-现在覆盖哪些典型时机","Hooks 现在覆盖哪些典型时机",[14,26,27],{},"根据最新官方文档，当前 hooks 主要覆盖三类触发点：",[29,30,31,35,38],"ul",{},[32,33,34],"li",{},"会话/命令生命周期",[32,36,37],{},"agent 启动和上下文准备",[32,39,40],{},"系统内部关键动作后的延伸逻辑",[14,42,43],{},"文档里提到的典型例子包括：",[29,45,46,52,57,60],{},[32,47,48],{},[49,50,51],"code",{},"/new",[32,53,54],{},[49,55,56],{},"/reset",[32,58,59],{},"session started / ended",[32,61,62],{},[49,63,64],{},"agent:bootstrap",[14,66,67],{},"这些事件虽然都叫 hook，但它们适合承载的逻辑完全不一样。",[21,69,71,73,74,76],{"id":70},"new-和-reset-最适合什么",[49,72,51],{}," 和 ",[49,75,56],{}," 最适合什么",[14,78,79],{},"这两个事件更适合做“会话收尾”和“状态转移”相关动作，例如：",[29,81,82,85,88,91],{},[32,83,84],{},"保存记忆快照",[32,86,87],{},"写审计日志",[32,89,90],{},"输出工作区摘要",[32,92,93],{},"清理某些临时状态",[14,95,96,97,100],{},"官方 bundled hook 里的 ",[49,98,99],{},"session-memory"," 就是典型例子：在你开启新会话时，把旧上下文保存到工作区记忆目录。",[21,102,104,76],{"id":103},"agentbootstrap-最适合什么",[49,105,64],{},[14,107,108,110],{},[49,109,64],{}," 是很值得单独理解的一类事件。",[14,112,113],{},"它适合处理：",[29,115,116,119,122],{},[32,117,118],{},"注入额外文件",[32,120,121],{},"在会话开始时准备工作区环境",[32,123,124],{},"把某些固定资源放进 agent 初始上下文",[14,126,127,128,73,131,134],{},"官方文档里的 ",[49,129,130],{},"bootstrap-extra-files",[49,132,133],{},"boot-md"," 都属于这个方向。",[14,136,137],{},"这类事件的边界在于：",[29,139,140,143,146],{},[32,141,142],{},"它更像“开局准备”",[32,144,145],{},"不适合承载高频业务逻辑",[32,147,148],{},"更适合做环境搭建，而不是持续触发",[21,150,152],{"id":151},"session-started-ended-适合什么","session started / ended 适合什么",[14,154,155],{},"如果你要做更持续的运维或可观测性，session 生命周期事件通常比命令事件更合适。",[14,157,158],{},"例如：",[29,160,161,164,167,170],{},[32,162,163],{},"会话开始时记录环境信息",[32,165,166],{},"会话结束时汇总关键结果",[32,168,169],{},"做持续审计或统计",[32,171,172],{},"标记某些长期流程的开始与结束",[14,174,175],{},"这类事件最容易和“自动化值守”“审计追踪”“交付统计”结合起来。",[21,177,179],{"id":178},"为什么官方会强调-hook-pack","为什么官方会强调 hook pack",[14,181,182],{},"最新文档里，hooks 已经不仅支持单脚本，还支持成组管理的 hook pack。",[14,184,185],{},"它的价值很直接：",[29,187,188,191,194],{},[32,189,190],{},"一组相关 hook 一起分发",[32,192,193],{},"统一配置与启停",[32,195,196],{},"更适合团队内部标准化",[14,198,199],{},"如果你已经从“写一个小 hook”走向“维护一套会话治理或审计能力”，hook pack 通常会比零散脚本更可控。",[21,201,202],{"id":202},"什么时候该放进插件里托管",[14,204,205],{},"官方文档也明确提到：hooks 可以由插件托管，而不是只放在独立 hooks 目录里。",[14,207,208],{},"更适合由插件托管的情况通常包括：",[29,210,211,214,217,220],{},[32,212,213],{},"hook 和某个插件能力强耦合",[32,215,216],{},"你希望安装插件时一并带上 hook",[32,218,219],{},"这组 hooks 需要共享插件配置或依赖",[32,221,222],{},"这其实已经是“一个能力包”，而不是零散脚本",[14,224,225],{},"也就是说：",[29,227,228,231,234],{},[32,229,230],{},"单点自动化 -> 独立 hook",[32,232,233],{},"一组成套能力 -> hook pack",[32,235,236],{},"和扩展能力强绑定 -> 插件托管 hooks",[21,238,240],{"id":239},"什么时候不要把逻辑塞进-hook","什么时候不要把逻辑塞进 hook",[14,242,243],{},"hook 很强，但不是什么都该放进去。",[14,245,246],{},"不太适合 hook 的情况包括：",[29,248,249,252,255],{},[32,250,251],{},"长时间运行的大任务",[32,253,254],{},"明确要求准点执行的调度任务",[32,256,257],{},"需要独立上下文的复杂分析",[14,259,260],{},"这些通常更适合：",[29,262,263,266,269],{},[32,264,265],{},"Heartbeat",[32,267,268],{},"Cron main",[32,270,271],{},"Cron isolated",[14,273,274],{},"如果你把调度逻辑、长任务和生命周期钩子混成一层，后续就会很难维护。",[21,276,277],{"id":277},"中文站建议的判断法",[14,279,280],{},"可以用下面这个顺序快速判断：",[282,283,284,287,290,293],"ol",{},[32,285,286],{},"这是“开局准备”还是“会话收尾”",[32,288,289],{},"它是会随命令发生，还是会随 session 发生",[32,291,292],{},"它是单个 hook，还是应该做成 pack",[32,294,295],{},"它是否和某个插件能力强绑定",[14,297,298],{},"如果能先把这四步想清楚，再写 hook，后面的组织方式会清晰很多。",[21,300,301],{"id":301},"下一步推荐",[29,303,304,311,317],{},[32,305,306],{},[307,308,310],"a",{"href":309},"/docs/manual/hooks-overview","Hooks 能做什么",[32,312,313],{},[307,314,316],{"href":315},"/docs/manual/webhooks-external-triggers","用 Webhooks 接外部系统",[32,318,319],{},[307,320,322],{"href":321},"/best-practices/heartbeat-cron-composition","用 Heartbeat 和 Cron 做低噪音自动化",{"title":324,"searchDepth":325,"depth":325,"links":326},"",2,[327,328,330,332,333,334,335,336,337],{"id":23,"depth":325,"text":24},{"id":70,"depth":325,"text":329},"/new 和 /reset 最适合什么",{"id":103,"depth":325,"text":331},"agent:bootstrap 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核心概念","用一页建立 OpenClaw 的核心心智图，分清 Gateway、Agent、Channels、Tools、Skills、Memory 和 Control UI 各自负责什么。","/docs/getting-started/core-concepts","入门","2026-03-16","internal",[372,373,374,375,376,377],"concepts","gateway","agent","channels","tools","memory",{"title":379,"description":380,"path":381,"category":368,"updatedAt":382,"sourceType":370,"tags":383},"如果你是开发团队，应该先走哪条入口","面向开发团队和独立开发者，帮助判断应该先理解架构、配置、渠道还是扩展能力，避免刚跑通就把 OpenClaw 做成一团难维护的实验场。","/docs/getting-started/developer-team-entry","2026-03-23",[384,385,386,387,388],"developers","teams","architecture","configuration","skills",{"title":390,"description":391,"path":392,"category":368,"updatedAt":382,"sourceType":370,"tags":393},"如果你是企业运维，应该先走哪条入口","面向企业运维和长期维护者，帮助判断应该先看 Gateway、远程访问、安全还是升级治理，避免把 OpenClaw 当成一次性安装项目。","/docs/getting-started/enterprise-ops-entry",[394,395,373,396,397],"enterprise","operations","security","upgrades",{"title":399,"description":400,"path":401,"category":368,"updatedAt":402,"sourceType":348,"tags":403},"创建第一个 Agent","从零开始创建你的第一个 OpenClaw Agent，理解 Agent 的基本概念和配置方式。","/docs/getting-started/first-agent","2026-03-12",[374,404,405,406],"quickstart","tutorial","basics",{"title":408,"description":409,"path":410,"category":368,"updatedAt":402,"sourceType":348,"tags":411},"接入第一个渠道","学习如何将 OpenClaw Agent 接入消息渠道，实现多平台统一管理。","/docs/getting-started/first-channel",[375,404,405,406],{"title":413,"description":414,"path":415,"category":368,"updatedAt":402,"sourceType":348,"tags":416},"添加第一个技能","学习如何为 OpenClaw Agent 添加和配置技能，让助手具备更多能力。","/docs/getting-started/first-skill",[388,404,405,406],{"title":418,"description":419,"path":420,"category":368,"updatedAt":402,"sourceType":348,"tags":421},"创建第一个工作流","学习如何使用 OpenClaw 的工作流功能，实现自动化任务处理。","/docs/getting-started/first-workflow",[422,354,404,405],"workflow",{"title":424,"description":425,"path":426,"category":368,"updatedAt":427,"sourceType":348,"tags":428},"快速入门","按官方推荐链路，在本机完成 OpenClaw 的安装、初始化、状态检查和第一次进入 Control UI。","/docs/getting-started/getting-started","2026-03-11",[404,429,430,431],"installation","onboarding","dashboard",{"title":433,"description":434,"path":435,"category":368,"updatedAt":427,"sourceType":348,"tags":436},"Onboarding 引导流程说明","基于官方 Onboarding 思路，说明第一次配置 OpenClaw 时应该先做什么、后做什么，以及哪些事情不要过早展开。","/docs/getting-started/onboarding-guide",[430,437,438,373],"daemon","setup",{"title":440,"description":441,"path":442,"category":368,"updatedAt":356,"sourceType":348,"tags":443},"Onboarding 的本地模式和远程模式怎么选","基于最新官方 Onboarding Wizard 文档，整理 openclaw onboard 在 local 与 remote 两种模式下分别会做什么、不会做什么，以及第一次使用更适合走哪条路。","/docs/getting-started/onboarding-local-vs-remote",[430,444,445,373,446],"remote","local","wizard",{"title":448,"description":449,"path":450,"category":368,"updatedAt":382,"sourceType":370,"tags":451},"如果你是个人用户，应该先走哪条入口","面向个人重度使用者，帮助判断应该先从 Dashboard、WebChat、渠道、模型还是 Skills 开始，而不是一上来就把整套能力全部接齐。","/docs/getting-started/personal-user-entry",[452,453,431,375,388],"personal","getting-started",{"title":455,"description":456,"path":457,"category":458,"updatedAt":427,"sourceType":348,"tags":459},"如何开始系统理解 OpenClaw","给第一次接触 OpenClaw 的中文用户一条更清晰的阅读顺序，先建立整体认知，再进入安装、接入和运维细节。","/docs/getting-started/reading-path","使用指南",[460,461,462,430],"reading-path","overview","docs",{"title":464,"description":465,"path":466,"category":467,"updatedAt":468,"sourceType":348,"tags":469},"OpenClaw 是什么","用中文快速理解 OpenClaw 的定位、使用方式和它与普通聊天产品的差别。","/docs/getting-started/what-is-openclaw","产品","2026-03-13",[461,470,375,471],"self-hosted","assistant",{"title":473,"description":474,"path":475,"category":368,"updatedAt":382,"sourceType":370,"tags":476},"我什么时候再上 Skills、Plugins 和多 Agent","帮你判断现在是否已经适合进入 Skills、Plugins、Hooks 或多 Agent 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",[388,355,477,351,478],"multi-agent","decision",{"title":480,"description":481,"path":482,"category":368,"updatedAt":483,"sourceType":370,"tags":484},"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",[375,430,478,373,485],"safety",{"title":487,"description":488,"path":489,"category":368,"updatedAt":483,"sourceType":370,"tags":490},"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",[491,492,396,478,453],"models","configurations",{"title":494,"description":495,"path":496,"category":368,"updatedAt":483,"sourceType":370,"tags":497},"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",[431,498,375,478,453],"webchat",{"title":500,"description":501,"path":502,"category":368,"updatedAt":483,"sourceType":370,"tags":503},"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",[453,478,462,504,505],"paths","topics",{"title":507,"description":508,"path":509,"category":467,"updatedAt":427,"sourceType":348,"tags":510},"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",[511,385,512,470],"users","scenarios",{"title":514,"description":515,"path":516,"category":338,"updatedAt":427,"sourceType":517,"tags":518},"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","third-party",[519,520,377,388],"workspace","soul",{"title":522,"description":523,"path":524,"category":525,"updatedAt":427,"sourceType":348,"tags":526},"Gateway 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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",[990,991,1160,1263,1154],"migrations",{"title":1265,"description":1266,"path":1267,"category":1148,"updatedAt":533,"sourceType":348,"tags":1268},"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",[854,387,563,1269,1154],"shell",{"title":1271,"description":1272,"path":1273,"category":1148,"updatedAt":483,"sourceType":370,"tags":1274},"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",[1275,1066,607,1276,1068],"sources","trust",{"title":1278,"description":1279,"path":1280,"category":1148,"updatedAt":356,"sourceType":348,"tags":1281},"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",[373,1282,813,919,528],"rpc",{"title":1284,"description":1285,"path":1286,"category":1148,"updatedAt":533,"sourceType":348,"tags":1287},"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",[687,688,373,527,1154],{"title":1289,"description":1290,"path":1291,"category":1148,"updatedAt":911,"sourceType":348,"tags":1292},"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",[555,373,498,431,1154],{"title":1294,"description":1295,"path":1296,"category":1148,"updatedAt":561,"sourceType":348,"tags":1297},"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",[373,919,1298,1299,1154],"protocol","scopes",{"title":1301,"description":1302,"path":1303,"category":1148,"updatedAt":551,"sourceType":348,"tags":1304},"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",[554,1305,536,766,699],"mention",{"title":1307,"description":1308,"path":1309,"category":1148,"updatedAt":561,"sourceType":348,"tags":1310},"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",[964,1311,1312,1313,1154],"visibility","activeHours","alerts",{"title":1315,"description":1316,"path":1317,"category":1148,"updatedAt":551,"sourceType":348,"tags":1318},"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",[913,919,1319,373,1154],"sdk",{"title":1321,"description":1322,"path":1323,"category":1148,"updatedAt":551,"sourceType":348,"tags":1324},"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",[387,1325,941,1326,1154],"include","arrays",{"title":1328,"description":1329,"path":1330,"category":1148,"updatedAt":533,"sourceType":348,"tags":1331},"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",[786,1332,662,422,1154],"invoke",{"title":1334,"description":1335,"path":1336,"category":1148,"updatedAt":561,"sourceType":348,"tags":1337},"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",[377,1338,1339,1340,1341,1154],"hybrid-search","ranking","mmr","retrieval",{"title":1343,"description":1344,"path":1345,"category":1148,"updatedAt":483,"sourceType":348,"tags":1346},"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",[491,1347,636,647,1154],"probe",{"title":1349,"description":1350,"path":1351,"category":1148,"updatedAt":849,"sourceType":348,"tags":1352},"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",[687,688,1184,1353,971],"credentials",{"title":1355,"description":1356,"path":1357,"category":1148,"updatedAt":483,"sourceType":348,"tags":1358},"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",[355,590,1359,1360,1068,1154],"npm","pin",{"title":1362,"description":1363,"path":1364,"category":1239,"updatedAt":356,"sourceType":348,"tags":1365},"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",[1241,1366,749,647,712],"raw-stream",{"title":1368,"description":1369,"path":1370,"category":1148,"updatedAt":561,"sourceType":348,"tags":1371},"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",[444,1372,636,373,1154],"tlsFingerprint",{"title":1374,"description":1375,"path":1376,"category":1148,"updatedAt":561,"sourceType":348,"tags":1377},"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",[554,1378,1379,1380,1154],"mentions","pending-history","reply",{"title":1382,"description":1383,"path":1384,"category":1148,"updatedAt":533,"sourceType":348,"tags":1385},"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",[1386,1387,1388,647,1154],"secrets","secretrefs","runtime",{"title":1390,"description":1391,"path":1392,"category":1148,"updatedAt":551,"sourceType":348,"tags":1393},"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",[555,396,1256,687,766],{"title":1395,"description":1396,"path":1397,"category":1148,"updatedAt":1398,"sourceType":348,"tags":1399},"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",[555,1400,1401,868,1154],"transcript","jsonl",{"title":1403,"description":1404,"path":1405,"category":1148,"updatedAt":1398,"sourceType":348,"tags":1406},"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",[675,813,1407,1092,395],"store",{"title":1409,"description":1410,"path":1411,"category":1148,"updatedAt":561,"sourceType":348,"tags":1412},"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",[396,1107,1092,1413,1154],"ingress",{"title":1415,"description":1416,"path":1417,"category":1148,"updatedAt":356,"sourceType":348,"tags":1418},"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",[813,999,1419,749,1420],"health","troubleshooting",{"title":1422,"description":1423,"path":1424,"category":1148,"updatedAt":1398,"sourceType":348,"tags":1425},"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",[1400,1426,647,1427,1154],"hygiene","tool-calls",{"title":1429,"description":1430,"path":1431,"category":1239,"updatedAt":427,"sourceType":348,"tags":1432},"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",[1420,990,999,749],{"title":1434,"description":1435,"path":1436,"category":1148,"updatedAt":533,"sourceType":348,"tags":1437},"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",[498,1438,1439,1400,1154],"history","inject",{"title":1441,"description":1442,"path":1443,"category":1444,"updatedAt":483,"sourceType":348,"tags":1445},"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",[1446,1447,1448,1449,1018,1019],"china","cloud","deployment","feishu",{"title":1451,"description":1452,"path":1453,"category":1444,"updatedAt":427,"sourceType":348,"tags":1454},"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",[1448,445,1455,1447,1456],"docker","wsl2",{"title":1458,"description":1459,"path":1460,"category":1444,"updatedAt":859,"sourceType":348,"tags":1461},"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",[429,1359,1462,1456],"install-script",{"title":1464,"description":1465,"path":1466,"category":1444,"updatedAt":356,"sourceType":348,"tags":1467},"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",[429,1468,1462,1469,1069],"updater","git",{"title":1471,"description":1472,"path":1473,"category":1444,"updatedAt":402,"sourceType":348,"tags":1474},"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",[429,1468,1475,990,1069],"uninstall",{"title":1477,"description":1478,"path":1479,"category":1444,"updatedAt":402,"sourceType":348,"tags":1480},"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",[1481,429,438,1482],"linux","server",{"title":1484,"description":1485,"path":1486,"category":1444,"updatedAt":402,"sourceType":348,"tags":1487},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[545,429,438,1488],"apple",{"title":1490,"description":1491,"path":1492,"category":1493,"updatedAt":427,"sourceType":348,"tags":1494},"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",[1495,1496,1066,1497],"migration","upgrade","checklist",{"title":1499,"description":1500,"path":1501,"category":1444,"updatedAt":402,"sourceType":348,"tags":1502},"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",[688,687,637,984,1821],"rotate",{"title":1823,"description":1824,"path":1825,"category":1719,"date":533,"updatedAt":533,"sourceType":348,"source":1826,"tags":1827},"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",[990,1160,991,1241,395],{"title":1829,"description":1830,"path":1831,"category":1719,"date":551,"updatedAt":551,"sourceType":348,"source":1826,"tags":1832},"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",[990,991,851,1069,1160],{"title":1834,"description":1835,"path":1836,"category":1837,"date":369,"updatedAt":369,"sourceType":607,"source":1838,"tags":1839},"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",[1840,1841,1842,1843],"education","adoption","ai-tutor","higher-education",{"title":1845,"description":1846,"path":1847,"category":1837,"date":369,"updatedAt":369,"sourceType":607,"source":1848,"tags":1849},"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",[394,1448,422,1446],{"title":1851,"description":1852,"path":1853,"category":1511,"date":356,"updatedAt":356,"sourceType":348,"source":346,"tags":1854},"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",[388,590,355,351,609],{"title":1856,"description":1857,"path":1858,"category":1719,"date":551,"updatedAt":551,"sourceType":348,"source":1859,"tags":1860},"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",[373,687,1861,637,527],"pending",{"title":1863,"description":1864,"path":1865,"category":1719,"date":911,"updatedAt":911,"sourceType":348,"source":1866,"tags":1867},"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",[373,555,498,431,1868],"state",{"title":1870,"description":1871,"path":1872,"category":1719,"date":551,"updatedAt":551,"sourceType":348,"source":1873,"tags":1874},"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",[554,1305,766,699,536],{"title":1876,"description":1877,"path":1878,"category":1719,"date":561,"updatedAt":561,"sourceType":348,"source":1873,"tags":1879},"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",[554,1378,1880,553,792],"activation",{"title":1882,"description":1883,"path":1884,"category":1719,"date":551,"updatedAt":551,"sourceType":348,"source":1885,"tags":1886},"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",[387,1325,941,1326,395],{"title":1888,"description":1889,"path":1890,"category":1511,"date":356,"updatedAt":356,"sourceType":348,"source":1891,"tags":1892},"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",[1893,1448,1894,1895,1896],"showcase","home-assistant","nix","infrastructure",{"title":1898,"description":1899,"path":1900,"category":1719,"date":533,"updatedAt":533,"sourceType":348,"source":1901,"tags":1902},"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",[675,377,868,1790,792],{"title":1904,"description":1905,"path":1906,"category":1719,"date":533,"updatedAt":533,"sourceType":348,"source":1907,"tags":1908},"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",[1069,956,675,957,395],{"title":1910,"description":1911,"path":1912,"category":1538,"date":1512,"updatedAt":427,"sourceType":1206,"source":1540,"tags":1913},"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",[1066,1139,1067,388,396],{"title":1915,"description":1916,"path":1917,"category":1719,"date":483,"updatedAt":483,"sourceType":348,"source":1918,"tags":1919},"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",[1893,377,645,1930,1931],"vector-search","knowledge",{"title":1933,"description":1934,"path":1935,"category":1719,"date":551,"updatedAt":551,"sourceType":348,"source":1936,"tags":1937},"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",[1305,554,582,584,653],{"title":1939,"description":1940,"path":1941,"category":1719,"date":533,"updatedAt":533,"sourceType":348,"source":1942,"tags":1943},"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",[699,498,536,703,375],{"title":1945,"description":1946,"path":1947,"category":1719,"date":483,"updatedAt":483,"sourceType":348,"source":1776,"tags":1948},"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",[491,1347,647,636,1028],{"title":1950,"description":1951,"path":1952,"category":1719,"date":551,"updatedAt":551,"sourceType":348,"source":1953,"tags":1954},"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",[527,686,373,687,688],{"title":1956,"description":1957,"path":1958,"category":1511,"date":356,"updatedAt":356,"sourceType":348,"source":1959,"tags":1960},"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",[430,1495,1961,1496,1069],"install",{"title":1963,"description":1964,"path":1965,"category":1719,"date":911,"updatedAt":911,"sourceType":348,"source":1795,"tags":1966},"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",[1081,638,616,687,444],{"title":1968,"description":1969,"path":1970,"category":1719,"date":561,"updatedAt":561,"sourceType":348,"source":1971,"tags":1972},"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",[431,498,919,1081,528],{"title":1974,"description":1975,"path":1976,"category":1719,"date":551,"updatedAt":551,"sourceType":348,"source":1819,"tags":1977},"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",[687,1184,375,1185,395],{"title":1979,"description":1980,"path":1981,"category":1511,"date":356,"updatedAt":356,"sourceType":348,"source":1982,"tags":1983},"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",[355,608,351,607,609],{"title":1985,"description":1986,"path":1987,"category":1719,"date":483,"updatedAt":483,"sourceType":348,"source":1988,"tags":1989},"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",[355,590,1359,1360,1068],{"title":1991,"description":1992,"path":1993,"category":1719,"date":483,"updatedAt":483,"sourceType":348,"source":1994,"tags":1995},"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",[785,786,422,662,477],{"title":1997,"description":1998,"path":1999,"category":1719,"date":561,"updatedAt":561,"sourceType":348,"source":2000,"tags":2001},"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",[647,491,527,636,792],{"title":2003,"description":2004,"path":2005,"category":1719,"date":561,"updatedAt":561,"sourceType":348,"source":2006,"tags":2007},"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",[647,1153,491,373,395],{"title":2009,"description":2010,"path":2011,"category":1511,"date":356,"updatedAt":356,"sourceType":348,"source":1713,"tags":2012},"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",[1066,1067,1069,1068],{"title":2014,"description":2015,"path":2016,"category":1719,"date":533,"updatedAt":533,"sourceType":348,"source":1733,"tags":2017},"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",[431,687,527,444,971],{"title":2019,"description":2020,"path":2021,"category":1719,"date":551,"updatedAt":551,"sourceType":348,"source":2022,"tags":2023},"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",[536,535,2024,375,537],"threads",{"title":2026,"description":2027,"path":2028,"category":1719,"date":551,"updatedAt":551,"sourceType":348,"source":2029,"tags":2030},"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",[1893,607,582,388,354],{"title":2083,"description":2084,"path":2085,"category":1719,"date":561,"updatedAt":561,"sourceType":348,"source":2074,"tags":2086},"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",[1107,1257,553,536,396],{"title":2088,"description":2089,"path":2090,"category":1719,"date":1398,"updatedAt":1398,"sourceType":348,"source":2091,"tags":2092},"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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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",[630,899,900,527,688],{"title":2130,"description":2131,"path":2132,"category":1511,"date":356,"updatedAt":356,"sourceType":348,"source":1733,"tags":2133},"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",[431,498,919,616,1808],{"title":2135,"description":2136,"path":2137,"category":1719,"date":911,"updatedAt":911,"sourceType":348,"source":2138,"tags":2139},"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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