[{"data":1,"prerenderedAt":2871},["ShallowReactive",2],{"docs:operations/team-channel-session-strategy":3,"content-manifest":362},{"id":4,"title":5,"body":6,"category":341,"date":342,"description":343,"extension":344,"meta":345,"navigation":346,"path":347,"seo":348,"source":349,"sourceName":350,"sourceType":351,"stem":352,"tags":353,"updatedAt":360,"__hash__":361},"docs/docs/operations/team-channel-session-strategy.md","团队频道里的 Session 隔离策略",{"type":7,"value":8,"toc":320},"minimark",[9,13,17,21,24,40,43,46,49,64,67,70,73,84,87,98,101,104,107,118,121,124,127,138,141,144,147,150,161,164,167,170,184,187,191,194,205,208,219,223,226,234,237,245,248,251,256,259,263,266,270,273,276,293,296],[10,11,5],"h1",{"id":12},"团队频道里的-session-隔离策略",[14,15,16],"p",{},"把 OpenClaw 放进团队频道后，最容易被低估的问题不是“能否响应”，而是“响应后上下文该怎么隔离”。单人私聊里，session 边界通常比较自然；到了 Discord、Slack 这类多人空间，频道、线程、私聊和长期记忆如果不分开，很快就会出现污染。",[18,19,20],"h2",{"id":20},"为什么团队频道比个人聊天复杂得多",[14,22,23],{},"团队频道里的上下文不是单一来源，而是混合的：",[25,26,27,31,34,37],"ul",{},[28,29,30],"li",{},"多个人同时发言",[28,32,33],{},"不同消息属于不同子任务",[28,35,36],{},"有些信息是公开协作信息",[28,38,39],{},"有些信息只适合保留在私聊或临时线程里",[14,41,42],{},"这意味着你不能再用“一个会话承接所有上下文”的思路。",[18,44,45],{"id":45},"四层边界要先分清",[14,47,48],{},"更稳的做法是把边界先拆成四层：",[50,51,52,55,58,61],"ol",{},[28,53,54],{},"频道级上下文",[28,56,57],{},"线程级上下文",[28,59,60],{},"私聊级上下文",[28,62,63],{},"用户长期偏好或长期记忆",[14,65,66],{},"只有把这四层分开，后面才谈得上“共享什么，不共享什么”。",[18,68,69],{"id":69},"频道级上下文适合承载什么",[14,71,72],{},"频道级上下文更适合承载：",[25,74,75,78,81],{},[28,76,77],{},"当前频道的共同主题",[28,79,80],{},"团队都能看到的工作状态",[28,82,83],{},"对多人协作有用的公开信息",[14,85,86],{},"它不适合承载：",[25,88,89,92,95],{},[28,90,91],{},"单个成员的私人偏好",[28,93,94],{},"只与某一个人相关的长期背景",[28,96,97],{},"高度私密的任务细节",[18,99,100],{"id":100},"线程级上下文为什么更重要",[14,102,103],{},"团队频道里最容易被忽略的，是线程其实才更适合承载具体任务。",[14,105,106],{},"原因很简单：",[25,108,109,112,115],{},[28,110,111],{},"线程天然对应一个具体子话题",[28,113,114],{},"参与者通常更有限",[28,116,117],{},"上下文长度更容易控制",[14,119,120],{},"如果所有任务都直接堆在主频道，session 会很快变成难以管理的混合体。",[18,122,123],{"id":123},"私聊应该保留什么",[14,125,126],{},"私聊更适合：",[25,128,129,132,135],{},[28,130,131],{},"个人偏好",[28,133,134],{},"个体长期背景",[28,136,137],{},"不适合公开暴露的问题",[14,139,140],{},"把这些内容直接带进公共频道，后面很容易出现“OpenClaw 为什么在群里突然提起我私下讲过的话”这种体验问题。",[18,142,143],{"id":143},"长期记忆最容易被误用在哪里",[14,145,146],{},"团队场景里，最危险的一种做法是把频道聊天直接沉淀成长期用户记忆。",[14,148,149],{},"因为频道里的内容很多只是：",[25,151,152,155,158],{},[28,153,154],{},"当前任务临时状态",[28,156,157],{},"集体讨论草案",[28,159,160],{},"不一定最终确认的观点",[14,162,163],{},"如果不做筛选就写入长期记忆，后面再被 agent 读回来，往往会造成事实漂移。",[18,165,166],{"id":166},"更合理的默认策略",[14,168,169],{},"可以把默认策略理解成：",[25,171,172,175,178,181],{},[28,173,174],{},"频道：共享当前协作上下文",[28,176,177],{},"线程：共享当前任务上下文",[28,179,180],{},"私聊：保留个人长期上下文",[28,182,183],{},"长期记忆：只沉淀确认过、未来还会用到的事实",[14,185,186],{},"这比“全共享”或者“全隔离”都更实用。",[18,188,190],{"id":189},"mention-规则为什么不能省","Mention 规则为什么不能省",[14,192,193],{},"团队频道里，如果 OpenClaw 不依赖 mention 或明确触发，很快就会变成：",[25,195,196,199,202],{},[28,197,198],{},"对无关消息过度响应",[28,200,201],{},"被太多上下文噪音污染",[28,203,204],{},"消耗大量模型成本",[14,206,207],{},"更稳的做法通常是：",[25,209,210,213,216],{},[28,211,212],{},"主频道默认要求 mention",[28,214,215],{},"少量特定频道才允许更宽触发",[28,217,218],{},"高噪音频道尽量不接入",[18,220,222],{"id":221},"slack-和-discord-的实际区别","Slack 和 Discord 的实际区别",[14,224,225],{},"虽然两者都属于“团队频道”，但感受不完全一样：",[25,227,228,231],{},[28,229,230],{},"Discord 更适合社区、开发者协作、实验空间",[28,232,233],{},"Slack 更适合正式工作区和团队内部流程",[14,235,236],{},"因此：",[25,238,239,242],{},[28,240,241],{},"Discord 更容易出现机器人过多、频道过多的问题",[28,243,244],{},"Slack 更容易出现工作区治理和成员权限的问题",[14,246,247],{},"但无论哪个平台，session 隔离的基本原则是一致的。",[18,249,250],{"id":250},"团队场景里最常见的三种错误",[252,253,255],"h3",{"id":254},"_1-把频道和私聊当成同一种上下文","1. 把频道和私聊当成同一种上下文",[14,257,258],{},"这会让个人背景和公共讨论互相污染。",[252,260,262],{"id":261},"_2-不区分主频道和线程","2. 不区分主频道和线程",[14,264,265],{},"结果是所有任务长期挤在一个共享上下文里。",[252,267,269],{"id":268},"_3-什么都写进长期记忆","3. 什么都写进长期记忆",[14,271,272],{},"这会让 agent 慢慢失去“哪些信息是正式确认过的”这层边界。",[18,274,275],{"id":275},"更适合的实践顺序",[50,277,278,281,284,287,290],{},[28,279,280],{},"先选一个低风险频道试点",[28,282,283],{},"默认 mention 触发",[28,285,286],{},"鼓励具体任务走线程",[28,288,289],{},"频道和私聊分开使用",[28,291,292],{},"只把确认过的事实写入长期记忆",[18,294,295],{"id":295},"下一步推荐",[25,297,298,306,313],{},[28,299,300,301],{},"想理解会话和 pairing：看 ",[302,303,305],"a",{"href":304},"/docs/manual/session-and-pairing","Session 与配对机制",[28,307,308,309],{},"想理解团队渠道：看 ",[302,310,312],{"href":311},"/docs/manual/discord-and-slack","Discord 与 Slack 接入重点",[28,314,315,316],{},"想理解长期记忆：看 ",[302,317,319],{"href":318},"/docs/manual/memory-system","OpenClaw 记忆系统怎么工作",{"title":321,"searchDepth":322,"depth":322,"links":323},"",2,[324,325,326,327,328,329,330,331,332,333,339,340],{"id":20,"depth":322,"text":20},{"id":45,"depth":322,"text":45},{"id":69,"depth":322,"text":69},{"id":100,"depth":322,"text":100},{"id":123,"depth":322,"text":123},{"id":143,"depth":322,"text":143},{"id":166,"depth":322,"text":166},{"id":189,"depth":322,"text":190},{"id":221,"depth":322,"text":222},{"id":250,"depth":322,"text":250,"children":334},[335,337,338],{"id":254,"depth":336,"text":255},3,{"id":261,"depth":336,"text":262},{"id":268,"depth":336,"text":269},{"id":275,"depth":322,"text":275},{"id":295,"depth":322,"text":295},"运维",null,"当 OpenClaw 进入 Discord、Slack 等多人频道后，如何把频道、线程、私聊和长期记忆分开，避免上下文污染。","md",{},true,"/docs/operations/team-channel-session-strategy",{"title":5,"description":343},"https://docs.openclaw.ai/channels","OpenClaw 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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",[376,377,378,379,380,381],"concepts","gateway","agent","channels","tools","memory",{"title":383,"description":384,"path":385,"category":372,"updatedAt":386,"sourceType":374,"tags":387},"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",[388,357,389,390,391],"developers","architecture","configuration","skills",{"title":393,"description":394,"path":395,"category":372,"updatedAt":386,"sourceType":374,"tags":396},"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",[397,359,377,398,399],"enterprise","security","upgrades",{"title":401,"description":402,"path":403,"category":372,"updatedAt":404,"sourceType":351,"tags":405},"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",[378,406,407,408],"quickstart","tutorial","basics",{"title":410,"description":411,"path":412,"category":372,"updatedAt":404,"sourceType":351,"tags":413},"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",[379,406,407,408],{"title":415,"description":416,"path":417,"category":372,"updatedAt":404,"sourceType":351,"tags":418},"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",[391,406,407,408],{"title":420,"description":421,"path":422,"category":372,"updatedAt":404,"sourceType":351,"tags":423},"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",[424,425,406,407],"workflow","automation",{"title":427,"description":428,"path":429,"category":372,"updatedAt":360,"sourceType":351,"tags":430},"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",[406,431,432,433],"installation","onboarding","dashboard",{"title":435,"description":436,"path":437,"category":372,"updatedAt":360,"sourceType":351,"tags":438},"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",[432,439,440,377],"daemon","setup",{"title":442,"description":443,"path":444,"category":372,"updatedAt":445,"sourceType":351,"tags":446},"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","2026-03-21",[432,447,448,377,449],"remote","local","wizard",{"title":451,"description":452,"path":453,"category":372,"updatedAt":386,"sourceType":374,"tags":454},"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",[455,456,433,379,391],"personal","getting-started",{"title":458,"description":459,"path":460,"category":461,"updatedAt":360,"sourceType":351,"tags":462},"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",[463,464,465,432],"reading-path","overview","docs",{"title":467,"description":468,"path":469,"category":470,"updatedAt":471,"sourceType":351,"tags":472},"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",[464,473,379,474],"self-hosted","assistant",{"title":476,"description":477,"path":478,"category":372,"updatedAt":386,"sourceType":374,"tags":479},"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",[391,480,481,482,483],"plugins","multi-agent","hooks","decision",{"title":485,"description":486,"path":487,"category":372,"updatedAt":488,"sourceType":374,"tags":489},"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",[379,432,483,377,490],"safety",{"title":492,"description":493,"path":494,"category":372,"updatedAt":488,"sourceType":374,"tags":495},"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",[496,497,398,483,456],"models","configurations",{"title":499,"description":500,"path":501,"category":372,"updatedAt":488,"sourceType":374,"tags":502},"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",[433,503,379,483,456],"webchat",{"title":505,"description":506,"path":507,"category":372,"updatedAt":488,"sourceType":374,"tags":508},"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",[456,483,465,509,510],"paths","topics",{"title":512,"description":513,"path":514,"category":470,"updatedAt":360,"sourceType":351,"tags":515},"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",[516,357,517,473],"users","scenarios",{"title":519,"description":520,"path":521,"category":522,"updatedAt":360,"sourceType":523,"tags":524},"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","功能","third-party",[525,526,381,391],"workspace","soul",{"title":528,"description":529,"path":530,"category":531,"updatedAt":360,"sourceType":351,"tags":532},"Gateway 架构概览","理解 OpenClaw 的 Gateway、Control-plane 客户端和 Nodes 如何协作，以及为什么它是一个单一长连接网关系统。","/docs/manual/architecture","架构",[377,533,389,534],"nodes","control-plane",{"title":536,"description":537,"path":538,"category":522,"updatedAt":539,"sourceType":351,"tags":540},"bindings 的优先级怎么影响 agent 选择","基于最新官方 Channel Routing 与 Configuration 文档，解释 peer、guild、team、account、channel 和 default agent 的命中顺序，以及为什么 binding 命中问题常常看起来像“模型选错了”。","/docs/manual/bindings-precedence-and-agent-selection","2026-03-22",[541,542,543,379,390],"bindings","routing","agents",{"title":545,"description":546,"path":547,"category":522,"updatedAt":488,"sourceType":351,"tags":548},"BlueBubbles 与 iMessage 接入","为什么官方更推荐 BlueBubbles，而不是 legacy imsg，以及远程 Mac 和 webhook 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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",[354,1257,1258,542,1155],"dmScope","identityLinks",{"title":1260,"description":1261,"path":1262,"category":1149,"updatedAt":539,"sourceType":351,"tags":1263},"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",[995,996,1161,1264,1155],"migrations",{"title":1266,"description":1267,"path":1268,"category":1149,"updatedAt":539,"sourceType":351,"tags":1269},"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",[858,390,568,1270,1155],"shell",{"title":1272,"description":1273,"path":1274,"category":1149,"updatedAt":488,"sourceType":374,"tags":1275},"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",[1276,1071,611,1277,1073],"sources","trust",{"title":1279,"description":1280,"path":1281,"category":1149,"updatedAt":445,"sourceType":351,"tags":1282},"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",[377,1283,819,923,534],"rpc",{"title":1285,"description":1286,"path":1287,"category":1149,"updatedAt":539,"sourceType":351,"tags":1288},"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",[688,689,377,533,1155],{"title":1290,"description":1291,"path":1292,"category":1149,"updatedAt":915,"sourceType":351,"tags":1293},"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",[354,377,503,433,1155],{"title":1295,"description":1296,"path":1297,"category":1149,"updatedAt":566,"sourceType":351,"tags":1298},"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",[377,923,1299,1300,1155],"protocol","scopes",{"title":1302,"description":1303,"path":1304,"category":1149,"updatedAt":557,"sourceType":351,"tags":1305},"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",[560,1306,542,772,707],"mention",{"title":1308,"description":1309,"path":1310,"category":1149,"updatedAt":566,"sourceType":351,"tags":1311},"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",[969,1312,1313,1314,1155],"visibility","activeHours","alerts",{"title":1316,"description":1317,"path":1318,"category":1149,"updatedAt":557,"sourceType":351,"tags":1319},"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",[917,923,1320,377,1155],"sdk",{"title":1322,"description":1323,"path":1324,"category":1149,"updatedAt":557,"sourceType":351,"tags":1325},"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",[390,1326,946,1327,1155],"include","arrays",{"title":1329,"description":1330,"path":1331,"category":1149,"updatedAt":539,"sourceType":351,"tags":1332},"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",[792,1333,663,424,1155],"invoke",{"title":1335,"description":1336,"path":1337,"category":1149,"updatedAt":566,"sourceType":351,"tags":1338},"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",[381,1339,1340,1341,1342,1155],"hybrid-search","ranking","mmr","retrieval",{"title":1344,"description":1345,"path":1346,"category":1149,"updatedAt":488,"sourceType":351,"tags":1347},"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",[496,1348,640,651,1155],"probe",{"title":1350,"description":1351,"path":1352,"category":1149,"updatedAt":853,"sourceType":351,"tags":1353},"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",[688,689,1185,1354,976],"credentials",{"title":1356,"description":1357,"path":1358,"category":1149,"updatedAt":488,"sourceType":351,"tags":1359},"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",[480,594,1360,1361,1073,1155],"npm","pin",{"title":1363,"description":1364,"path":1365,"category":1240,"updatedAt":445,"sourceType":351,"tags":1366},"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",[1242,1367,755,651,720],"raw-stream",{"title":1369,"description":1370,"path":1371,"category":1149,"updatedAt":566,"sourceType":351,"tags":1372},"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",[447,1373,640,377,1155],"tlsFingerprint",{"title":1375,"description":1376,"path":1377,"category":1149,"updatedAt":566,"sourceType":351,"tags":1378},"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",[560,1379,1380,1381,1155],"mentions","pending-history","reply",{"title":1383,"description":1384,"path":1385,"category":1149,"updatedAt":539,"sourceType":351,"tags":1386},"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",[1387,1388,1389,651,1155],"secrets","secretrefs","runtime",{"title":1391,"description":1392,"path":1393,"category":1149,"updatedAt":557,"sourceType":351,"tags":1394},"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",[354,398,1257,688,772],{"title":1396,"description":1397,"path":1398,"category":1149,"updatedAt":1399,"sourceType":351,"tags":1400},"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",[354,1401,1402,872,1155],"transcript","jsonl",{"title":1404,"description":1405,"path":1406,"category":1149,"updatedAt":1399,"sourceType":351,"tags":1407},"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",[676,819,1408,1097,359],"store",{"title":1410,"description":1411,"path":1412,"category":1149,"updatedAt":566,"sourceType":351,"tags":1413},"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",[398,1112,1097,1414,1155],"ingress",{"title":1416,"description":1417,"path":1418,"category":1149,"updatedAt":445,"sourceType":351,"tags":1419},"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",[819,1004,1420,755,1421],"health","troubleshooting",{"title":1423,"description":1424,"path":1425,"category":1149,"updatedAt":1399,"sourceType":351,"tags":1426},"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",[1401,1427,651,1428,1155],"hygiene","tool-calls",{"title":1430,"description":1431,"path":1432,"category":1240,"updatedAt":360,"sourceType":351,"tags":1433},"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",[1421,995,1004,755],{"title":1435,"description":1436,"path":1437,"category":1149,"updatedAt":539,"sourceType":351,"tags":1438},"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",[503,1439,1440,1401,1155],"history","inject",{"title":1442,"description":1443,"path":1444,"category":1445,"updatedAt":488,"sourceType":351,"tags":1446},"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",[1447,1448,1449,1450,1023,1024],"china","cloud","deployment","feishu",{"title":1452,"description":1453,"path":1454,"category":1445,"updatedAt":360,"sourceType":351,"tags":1455},"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",[1449,448,1456,1448,1457],"docker","wsl2",{"title":1459,"description":1460,"path":1461,"category":1445,"updatedAt":863,"sourceType":351,"tags":1462},"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",[431,1360,1463,1457],"install-script",{"title":1465,"description":1466,"path":1467,"category":1445,"updatedAt":445,"sourceType":351,"tags":1468},"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",[431,1469,1463,1470,1074],"updater","git",{"title":1472,"description":1473,"path":1474,"category":1445,"updatedAt":404,"sourceType":351,"tags":1475},"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",[431,1469,1476,995,1074],"uninstall",{"title":1478,"description":1479,"path":1480,"category":1445,"updatedAt":404,"sourceType":351,"tags":1481},"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",[1482,431,440,1483],"linux","server",{"title":1485,"description":1486,"path":1487,"category":1445,"updatedAt":404,"sourceType":351,"tags":1488},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[551,431,440,1489],"apple",{"title":1491,"description":1492,"path":1493,"category":1494,"updatedAt":360,"sourceType":351,"tags":1495},"版本迁移与升级检查单","在 OpenClaw 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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",[689,688,641,989,1822],"rotate",{"title":1824,"description":1825,"path":1826,"category":1720,"date":539,"updatedAt":539,"sourceType":351,"source":1827,"tags":1828},"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",[995,1161,996,1242,359],{"title":1830,"description":1831,"path":1832,"category":1720,"date":557,"updatedAt":557,"sourceType":351,"source":1827,"tags":1833},"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",[995,996,855,1074,1161],{"title":1835,"description":1836,"path":1837,"category":1838,"date":373,"updatedAt":373,"sourceType":611,"source":1839,"tags":1840},"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",[1841,1842,1843,1844],"education","adoption","ai-tutor","higher-education",{"title":1846,"description":1847,"path":1848,"category":1838,"date":373,"updatedAt":373,"sourceType":611,"source":1849,"tags":1850},"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",[397,1449,424,1447],{"title":1852,"description":1853,"path":1854,"category":1512,"date":445,"updatedAt":445,"sourceType":351,"source":1855,"tags":1856},"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",[391,594,480,482,613],{"title":1858,"description":1859,"path":1860,"category":1720,"date":557,"updatedAt":557,"sourceType":351,"source":1861,"tags":1862},"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",[377,688,1863,641,533],"pending",{"title":1865,"description":1866,"path":1867,"category":1720,"date":915,"updatedAt":915,"sourceType":351,"source":1868,"tags":1869},"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",[377,354,503,433,1870],"state",{"title":1872,"description":1873,"path":1874,"category":1720,"date":557,"updatedAt":557,"sourceType":351,"source":1875,"tags":1876},"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",[560,1306,772,707,542],{"title":1878,"description":1879,"path":1880,"category":1720,"date":566,"updatedAt":566,"sourceType":351,"source":1875,"tags":1881},"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",[560,1379,1882,559,798],"activation",{"title":1884,"description":1885,"path":1886,"category":1720,"date":557,"updatedAt":557,"sourceType":351,"source":1887,"tags":1888},"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",[390,1326,946,1327,359],{"title":1890,"description":1891,"path":1892,"category":1512,"date":445,"updatedAt":445,"sourceType":351,"source":1893,"tags":1894},"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",[1895,1449,1896,1897,1898],"showcase","home-assistant","nix","infrastructure",{"title":1900,"description":1901,"path":1902,"category":1720,"date":539,"updatedAt":539,"sourceType":351,"source":1903,"tags":1904},"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",[676,381,872,1791,798],{"title":1906,"description":1907,"path":1908,"category":1720,"date":539,"updatedAt":539,"sourceType":351,"source":1909,"tags":1910},"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",[1074,961,676,962,359],{"title":1912,"description":1913,"path":1914,"category":1539,"date":1513,"updatedAt":360,"sourceType":1207,"source":1541,"tags":1915},"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",[1071,1140,1072,391,398],{"title":1917,"description":1918,"path":1919,"category":1720,"date":488,"updatedAt":488,"sourceType":351,"source":1920,"tags":1921},"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",[1895,381,649,1932,1933],"vector-search","knowledge",{"title":1935,"description":1936,"path":1937,"category":1720,"date":557,"updatedAt":557,"sourceType":351,"source":1938,"tags":1939},"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",[1306,560,587,355,356],{"title":1941,"description":1942,"path":1943,"category":1720,"date":539,"updatedAt":539,"sourceType":351,"source":1944,"tags":1945},"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",[707,503,542,711,379],{"title":1947,"description":1948,"path":1949,"category":1720,"date":488,"updatedAt":488,"sourceType":351,"source":1777,"tags":1950},"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",[496,1348,651,640,1033],{"title":1952,"description":1953,"path":1954,"category":1720,"date":557,"updatedAt":557,"sourceType":351,"source":1955,"tags":1956},"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",[533,687,377,688,689],{"title":1958,"description":1959,"path":1960,"category":1512,"date":445,"updatedAt":445,"sourceType":351,"source":1961,"tags":1962},"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",[432,1496,1963,1497,1074],"install",{"title":1965,"description":1966,"path":1967,"category":1720,"date":915,"updatedAt":915,"sourceType":351,"source":1796,"tags":1968},"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",[1086,642,620,688,447],{"title":1970,"description":1971,"path":1972,"category":1720,"date":566,"updatedAt":566,"sourceType":351,"source":1973,"tags":1974},"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",[433,503,923,1086,534],{"title":1976,"description":1977,"path":1978,"category":1720,"date":557,"updatedAt":557,"sourceType":351,"source":1820,"tags":1979},"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",[688,1185,379,1186,359],{"title":1981,"description":1982,"path":1983,"category":1512,"date":445,"updatedAt":445,"sourceType":351,"source":1984,"tags":1985},"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",[480,612,482,611,613],{"title":1987,"description":1988,"path":1989,"category":1720,"date":488,"updatedAt":488,"sourceType":351,"source":1990,"tags":1991},"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",[480,594,1360,1361,1073],{"title":1993,"description":1994,"path":1995,"category":1720,"date":488,"updatedAt":488,"sourceType":351,"source":1996,"tags":1997},"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",[791,792,424,663,481],{"title":1999,"description":2000,"path":2001,"category":1720,"date":566,"updatedAt":566,"sourceType":351,"source":2002,"tags":2003},"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",[651,496,533,640,798],{"title":2005,"description":2006,"path":2007,"category":1720,"date":566,"updatedAt":566,"sourceType":351,"source":2008,"tags":2009},"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",[651,1154,496,377,359],{"title":2011,"description":2012,"path":2013,"category":1512,"date":445,"updatedAt":445,"sourceType":351,"source":1714,"tags":2014},"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",[1071,1072,1074,1073],{"title":2016,"description":2017,"path":2018,"category":1720,"date":539,"updatedAt":539,"sourceType":351,"source":1734,"tags":2019},"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",[433,688,533,447,976],{"title":2021,"description":2022,"path":2023,"category":1720,"date":557,"updatedAt":557,"sourceType":351,"source":2024,"tags":2025},"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",[542,541,2026,379,543],"threads",{"title":2028,"description":2029,"path":2030,"category":1720,"date":557,"updatedAt":557,"sourceType":351,"source":2031,"tags":2032},"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",[1895,611,587,391,425],{"title":2085,"description":2086,"path":2087,"category":1720,"date":566,"updatedAt":566,"sourceType":351,"source":2076,"tags":2088},"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",[1112,1258,559,542,398],{"title":2090,"description":2091,"path":2092,"category":1720,"date":1399,"updatedAt":1399,"sourceType":351,"source":2093,"tags":2094},"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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的安全设计理念、数据保护机制和企业级安全特性。","/news/security-architecture",[398,720,397,389],{"title":2185,"description":2186,"path":2187,"category":2188,"date":360,"updatedAt":360,"sourceType":611,"source":2189,"tags":2190},"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",[398,720,1056,490],{"title":2192,"description":2193,"path":2194,"category":1593,"date":1513,"updatedAt":360,"sourceType":351,"source":1514,"tags":2195},"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",[841,720,1595,407],{"title":2197,"description":2198,"path":2199,"category":1572,"date":1540,"updatedAt":404,"sourceType":1207,"source":1541,"tags":2200},"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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