[{"data":1,"prerenderedAt":3010},["ShallowReactive",2],{"docs:manual/discord-and-slack":3,"content-manifest":366},{"id":4,"title":5,"body":6,"category":346,"date":347,"description":348,"extension":349,"meta":350,"navigation":351,"path":352,"seo":353,"source":354,"sourceName":355,"sourceType":356,"stem":357,"tags":358,"updatedAt":364,"__hash__":365},"docs/docs/manual/discord-and-slack.md","Discord 与 Slack 接入重点",{"type":7,"value":8,"toc":323},"minimark",[9,13,17,21,24,40,43,47,50,61,64,75,78,89,93,96,99,110,113,124,128,131,139,142,156,159,162,165,179,182,193,197,202,205,209,212,216,219,223,227,230,234,237,248,251,255,258,261,278,282,285,293,296,299],[10,11,5],"h1",{"id":12},"discord-与-slack-接入重点",[14,15,16],"p",{},"如果 Telegram 和 WhatsApp 更像“个人入口”，那 Discord 和 Slack 更接近“团队工作入口”。OpenClaw 官方把它们作为重要渠道支持，不是因为平台名气，而是因为它们代表了另一种使用方式：不是给自己单独用，而是放进群组、频道和协作流里。",[18,19,20],"h2",{"id":20},"这两个渠道为什么要单独理解",[14,22,23],{},"因为它们的问题不再只是“能否收发消息”，而是：",[25,26,27,31,34,37],"ul",{},[28,29,30],"li",{},"哪些频道应该接入",[28,32,33],{},"哪些人应该能调用",[28,35,36],{},"群组触发规则如何避免噪音",[28,38,39],{},"session 是否该按频道、线程或用户隔离",[14,41,42],{},"这和一对一私聊场景完全不同。",[18,44,46],{"id":45},"discord-更适合什么","Discord 更适合什么",[14,48,49],{},"Discord 更常见于：",[25,51,52,55,58],{},[28,53,54],{},"开发者社区",[28,56,57],{},"内部实验空间",[28,59,60],{},"Bot 较多、频道结构细的协作环境",[14,62,63],{},"它的优势通常是：",[25,65,66,69,72],{},[28,67,68],{},"频道和服务器结构灵活",[28,70,71],{},"对 bot 和自动化比较友好",[28,73,74],{},"社区型使用场景成熟",[14,76,77],{},"但也意味着你很容易遇到：",[25,79,80,83,86],{},[28,81,82],{},"频道太多，不知道该接哪几个",[28,84,85],{},"机器人权限范围过宽",[28,87,88],{},"线程、频道、私信之间上下文边界不清",[18,90,92],{"id":91},"slack-更适合什么","Slack 更适合什么",[14,94,95],{},"Slack 更偏正式工作区。",[14,97,98],{},"它通常更适合：",[25,100,101,104,107],{},[28,102,103],{},"公司内部协作",[28,105,106],{},"需要和已有 workspace 规则对齐",[28,108,109],{},"希望 OpenClaw 成为一个团队级工作助手",[14,111,112],{},"相比 Discord，Slack 更强调：",[25,114,115,118,121],{},[28,116,117],{},"workspace app 模型",[28,119,120],{},"企业协作秩序",[28,122,123],{},"与频道、成员、权限体系一起工作",[18,125,127],{"id":126},"它们和-telegram-whatsapp-的本质差异","它们和 Telegram / WhatsApp 的本质差异",[14,129,130],{},"最大的不同不在协议，而在“协作密度”：",[25,132,133,136],{},[28,134,135],{},"Telegram / WhatsApp 更偏个人或轻量群聊",[28,137,138],{},"Discord / Slack 更偏多人频道、长期协作和公共空间",[14,140,141],{},"因此，后两者更容易暴露出：",[25,143,144,147,150,153],{},[28,145,146],{},"mention 策略",[28,148,149],{},"频道白名单",[28,151,152],{},"session 隔离",[28,154,155],{},"信息污染",[14,157,158],{},"这些结构性问题。",[18,160,161],{"id":161},"群组触发规则为什么更重要",[14,163,164],{},"在 Discord 和 Slack 里，如果 OpenClaw 对频道里所有消息都响应，问题会比私聊严重得多：",[25,166,167,170,173,176],{},[28,168,169],{},"噪音极高",[28,171,172],{},"模型成本上升",[28,174,175],{},"群体上下文和私人偏好混在一起",[28,177,178],{},"用户很快失去对系统的信任",[14,180,181],{},"更稳的默认策略通常是：",[25,183,184,187,190],{},[28,185,186],{},"默认要求 mention",[28,188,189],{},"只在少数明确频道启用",[28,191,192],{},"私聊和频道上下文分开",[18,194,196],{"id":195},"discord-最常见的坑","Discord 最常见的坑",[198,199,201],"h3",{"id":200},"_1-机器人权限开得过大","1. 机器人权限开得过大",[14,203,204],{},"很多人第一次接 Discord，会直接给很宽的权限，结果后面难以判断消息和行为边界。",[198,206,208],{"id":207},"_2-把服务器里所有频道都当作可用入口","2. 把服务器里所有频道都当作可用入口",[14,210,211],{},"这会让 OpenClaw 过早进入过多上下文，后面难以管理。",[198,213,215],{"id":214},"_3-频道和私信使用同一套响应预期","3. 频道和私信使用同一套响应预期",[14,217,218],{},"频道更像公共工作流，私信更像个人协作空间，两者不该完全同构。",[18,220,222],{"id":221},"slack-最常见的坑","Slack 最常见的坑",[198,224,226],{"id":225},"_1-把它当成普通聊天机器人平台","1. 把它当成普通聊天机器人平台",[14,228,229],{},"Slack 更适合被当成 workspace app，而不是简单的单 bot 聊天窗口。",[198,231,233],{"id":232},"_2-忽略工作区治理","2. 忽略工作区治理",[14,235,236],{},"如果你不先决定：",[25,238,239,242,245],{},[28,240,241],{},"哪些频道开放",[28,243,244],{},"哪些人能调",[28,246,247],{},"什么信息应该持久化",[14,249,250],{},"很快就会进入“技术上能用，组织上很乱”的状态。",[198,252,254],{"id":253},"_3-一开始就追求全工作区覆盖","3. 一开始就追求全工作区覆盖",[14,256,257],{},"更合理的路径是只选 1 到 2 个试点频道。",[18,259,260],{"id":260},"团队场景里更适合的做法",[262,263,264,267,269,272,275],"ol",{},[28,265,266],{},"先选一个低风险频道试点",[28,268,186],{},[28,270,271],{},"把频道上下文和私聊上下文分开",[28,273,274],{},"明确哪些成员或角色能直接调用",[28,276,277],{},"先解决可治理性，再考虑更大范围开放",[18,279,281],{"id":280},"discord-和-slack-该怎么选","Discord 和 Slack 该怎么选",[14,283,284],{},"可以粗略这样判断：",[25,286,287,290],{},[28,288,289],{},"如果你更偏社区、开发者团队、实验和机器人文化，优先 Discord",[28,291,292],{},"如果你更偏正式工作区、内部协作和企业沟通，优先 Slack",[14,294,295],{},"如果你只是想快速验证 OpenClaw 是否能收消息，反而不一定要先碰它们。",[18,297,298],{"id":298},"下一步推荐",[25,300,301,309,316],{},[28,302,303,304],{},"想先理解整体渠道：看 ",[305,306,308],"a",{"href":307},"/docs/manual/channels-overview","OpenClaw 渠道能力概览",[28,310,311,312],{},"想先把会话边界理顺：看 ",[305,313,315],{"href":314},"/docs/manual/session-and-pairing","Session 与配对机制",[28,317,318,319],{},"想长期稳定运行：看 ",[305,320,322],{"href":321},"/docs/operations/gateway-operations","Gateway 运维与日常检查",{"title":324,"searchDepth":325,"depth":325,"links":326},"",2,[327,328,329,330,331,332,338,343,344,345],{"id":20,"depth":325,"text":20},{"id":45,"depth":325,"text":46},{"id":91,"depth":325,"text":92},{"id":126,"depth":325,"text":127},{"id":161,"depth":325,"text":161},{"id":195,"depth":325,"text":196,"children":333},[334,336,337],{"id":200,"depth":335,"text":201},3,{"id":207,"depth":335,"text":208},{"id":214,"depth":335,"text":215},{"id":221,"depth":325,"text":222,"children":339},[340,341,342],{"id":225,"depth":335,"text":226},{"id":232,"depth":335,"text":233},{"id":253,"depth":335,"text":254},{"id":260,"depth":325,"text":260},{"id":280,"depth":325,"text":281},{"id":298,"depth":325,"text":298},"功能",null,"团队协作场景里，Discord 和 Slack 分别适合什么、和 Telegram/WhatsApp 的差别在哪里，以及群组响应策略该怎么收敛。","md",{},true,"/docs/manual/discord-and-slack",{"title":5,"description":348},"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",[380,381,382,359,383,384],"concepts","gateway","agent","tools","memory",{"title":386,"description":387,"path":388,"category":376,"updatedAt":389,"sourceType":378,"tags":390},"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",[391,392,393,394,395],"developers","teams","architecture","configuration","skills",{"title":397,"description":398,"path":399,"category":376,"updatedAt":389,"sourceType":378,"tags":400},"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",[401,402,381,403,404],"enterprise","operations","security","upgrades",{"title":406,"description":407,"path":408,"category":376,"updatedAt":409,"sourceType":356,"tags":410},"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","2026-05-26",[382,411,412,413],"quickstart","tutorial","basics",{"title":415,"description":416,"path":417,"category":376,"updatedAt":409,"sourceType":356,"tags":418},"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",[359,411,412,413],{"title":420,"description":421,"path":422,"category":376,"updatedAt":409,"sourceType":356,"tags":423},"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",[395,411,412,413],{"title":425,"description":426,"path":427,"category":376,"updatedAt":409,"sourceType":356,"tags":428},"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",[429,430,411,412],"workflow","automation",{"title":432,"description":433,"path":434,"category":376,"updatedAt":409,"sourceType":356,"tags":435},"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",[411,436,437,438],"installation","onboarding","dashboard",{"title":440,"description":441,"path":442,"category":376,"updatedAt":364,"sourceType":356,"tags":443},"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",[437,444,445,381],"daemon","setup",{"title":447,"description":448,"path":449,"category":376,"updatedAt":450,"sourceType":356,"tags":451},"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",[437,452,453,381,454],"remote","local","wizard",{"title":456,"description":457,"path":458,"category":376,"updatedAt":389,"sourceType":378,"tags":459},"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",[460,461,438,359,395],"personal","getting-started",{"title":463,"description":464,"path":465,"category":466,"updatedAt":364,"sourceType":356,"tags":467},"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",[468,469,470,437],"reading-path","overview","docs",{"title":472,"description":473,"path":474,"category":475,"updatedAt":476,"sourceType":356,"tags":477},"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",[469,478,359,479],"self-hosted","assistant",{"title":481,"description":482,"path":483,"category":376,"updatedAt":389,"sourceType":378,"tags":484},"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",[395,485,486,487,488],"plugins","multi-agent","hooks","decision",{"title":490,"description":491,"path":492,"category":376,"updatedAt":493,"sourceType":378,"tags":494},"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",[359,437,488,381,495],"safety",{"title":497,"description":498,"path":499,"category":376,"updatedAt":493,"sourceType":378,"tags":500},"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",[501,502,403,488,461],"models","configurations",{"title":504,"description":505,"path":506,"category":376,"updatedAt":493,"sourceType":378,"tags":507},"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",[438,508,359,488,461],"webchat",{"title":510,"description":511,"path":512,"category":376,"updatedAt":493,"sourceType":378,"tags":513},"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",[461,488,470,514,515],"paths","topics",{"title":517,"description":518,"path":519,"category":475,"updatedAt":364,"sourceType":356,"tags":520},"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",[521,392,522,478],"users","scenarios",{"title":524,"description":525,"path":526,"category":527,"updatedAt":528,"sourceType":356,"tags":529},"Agent 运行时与工作区结构","理解 OpenClaw 的 Agent 运行时如何工作，工作区里每个文件是干什么的，以及如何正确配置。","/docs/manual/agent-runtime","manual","2026-06-10",[530,362,531,532],"runtime","bootstrap","sessions",{"title":534,"description":535,"path":536,"category":346,"updatedAt":364,"sourceType":537,"tags":538},"Agent 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cooldown，以及为什么同一个 session 往往会持续使用同一套凭据。","/docs/reference/auth-profile-rotation-and-session-pinning",[567,833,1238,532,1239],{"title":1258,"description":1259,"path":1260,"category":1233,"updatedAt":600,"sourceType":356,"tags":1261},"setup code、bootstrapToken 和 /pair pending 应该怎么一起看","基于最新官方 Pairing 文档，解释 Telegram 首次设备接入时 setup code 里到底装了什么、bootstrapToken 只负责哪一步，以及为什么最后仍然要回到 /pair pending 做人工批准。","/docs/reference/bootstrap-code-and-pair-pending",[725,1262,618,726,1239],"bootstrapToken",{"title":1264,"description":1265,"path":1266,"category":1239,"updatedAt":528,"sourceType":356,"tags":1267},"引导文件模板系统","AGENTS.md、SOUL.md、BOOTSTRAP.md 等引导文件的用途、写法和最佳实践。","/docs/reference/bootstrap-templates",[1268,531,576,539,1128,362],"templates",{"title":1270,"description":1271,"path":1272,"category":1233,"updatedAt":590,"sourceType":356,"tags":1273},"频道 pairing CLI 和 account scope 应该怎么一起看","基于最新官方 Pairing 文档，解释 openclaw pairing 的 list、approve、clear、--account 与 --notify 分别影响什么，以及多账号渠道下为什么不能只看一个默认 allowFrom 文件。","/docs/reference/channel-pairing-cli-and-account-scope",[725,1274,359,1275,1059],"allowFrom","account",{"title":1277,"description":1278,"path":1279,"category":1233,"updatedAt":687,"sourceType":356,"tags":1280},"CLI 命令参考","OpenClaw 命令行工具完整参考，包含所有命令和选项说明。","/docs/reference/cli-reference",[557,1239,1281,1282],"commands","terminal",{"title":1284,"description":1285,"path":1286,"category":1233,"updatedAt":600,"sourceType":356,"tags":1287},"Cloudflare AI Gateway 的双层鉴权头应该怎么配","基于最新官方 Cloudflare AI Gateway 文档，解释 provider API key 和 cf-aig-authorization 为什么是两层不同凭据，以及 daemon 场景里最常见的缺失点。","/docs/reference/cloudflare-aig-dual-auth-headers",[1288,1289,567,565,1239],"cloudflare-ai-gateway","headers",{"title":1291,"description":1292,"path":1293,"category":1294,"updatedAt":493,"sourceType":642,"tags":1295},"社区支持","汇总 OpenClaw 的官方社区入口、反馈方式、提问建议和中文用户更适合的参与路径。","/docs/reference/community","社区",[642,1296,1297,1298],"github","issues","feedback",{"title":1300,"description":1301,"path":1302,"category":1233,"updatedAt":687,"sourceType":356,"tags":1303},"配置参考","OpenClaw 完整配置项参考文档，包含所有可配置选项的详细说明。","/docs/reference/configuration-reference",[394,1239,1304,1305],"settings","options",{"title":1307,"description":1308,"path":1309,"category":1233,"updatedAt":450,"sourceType":356,"tags":1310},"Control UI 设备配对与浏览器授权","基于最新官方 Control UI 与 Pairing 文档，解释为什么远程浏览器首次连接需要设备配对、设备身份如何记住，以及什么时候需要重新批准。","/docs/reference/control-ui-device-pairing",[651,725,726,672,1059],{"title":1312,"description":1313,"path":1314,"category":1233,"updatedAt":600,"sourceType":356,"tags":1315},"cron run 入队语义和 retry backoff 应该怎么理解","基于最新官方 cron CLI 与 Cron Jobs 文档，解释 openclaw cron run 为什么先返回 enqueued、何时该去看 runs，以及 recurring job 连续失败后的退避节奏。","/docs/reference/cron-run-queue-and-retry-backoff",[555,805,1316,891,1239],"scheduler",{"title":1318,"description":1319,"path":1320,"category":1233,"updatedAt":998,"sourceType":356,"tags":1321},"Dashboard 的 SecretRef token、sessionStorage 和非 token 化 URL 应该怎么理解","基于最新官方 Dashboard 文档，解释 openclaw dashboard 在普通 token、SecretRef token 和远程入口下分别如何引导认证，以及为什么当前浏览器标签页的 sessionStorage 行为很关键。","/docs/reference/dashboard-secretref-and-sessionstorage",[438,671,1322,1323,567],"secretref","sessionStorage",{"title":1325,"description":1326,"path":1327,"category":1328,"updatedAt":687,"sourceType":356,"tags":1329},"调试、运行时覆盖与开发排障","基于官方 debugging 和 FAQ 文档，整理 `/debug`、watch 模式、dev profile 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",[1330,1331,1332,1078,794],"debugging","debug","runtime-overrides",{"title":1334,"description":1335,"path":1336,"category":1233,"updatedAt":572,"sourceType":356,"tags":1337},"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",[1245,1338,1339,1331,1239],"logging","flags",{"title":1341,"description":1342,"path":1343,"category":1233,"updatedAt":572,"sourceType":356,"tags":1344},"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",[594,1345,1346,575,1239],"dmScope","identityLinks",{"title":1348,"description":1349,"path":1350,"category":1233,"updatedAt":572,"sourceType":356,"tags":1351},"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",[1078,1079,1245,1352,1239],"migrations",{"title":1354,"description":1355,"path":1356,"category":1233,"updatedAt":572,"sourceType":356,"tags":1357},"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",[932,394,602,1358,1239],"shell",{"title":1360,"description":1361,"path":1362,"category":1233,"updatedAt":493,"sourceType":378,"tags":1363},"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",[1364,1151,642,1365,1153],"sources","trust",{"title":1367,"description":1368,"path":1369,"category":1233,"updatedAt":450,"sourceType":356,"tags":1370},"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",[381,1371,557,1006,547],"rpc",{"title":1373,"description":1374,"path":1375,"category":1233,"updatedAt":572,"sourceType":356,"tags":1376},"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",[725,726,381,546,1239],{"title":1378,"description":1379,"path":1380,"category":1233,"updatedAt":998,"sourceType":356,"tags":1381},"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",[594,381,508,438,1239],{"title":1383,"description":1384,"path":1385,"category":1233,"updatedAt":600,"sourceType":356,"tags":1386},"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",[381,1006,1387,1388,1239],"protocol","scopes",{"title":1390,"description":1391,"path":1392,"category":1233,"updatedAt":590,"sourceType":356,"tags":1393},"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",[593,1394,575,811,744],"mention",{"title":1396,"description":1397,"path":1398,"category":1233,"updatedAt":600,"sourceType":356,"tags":1399},"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",[1052,1400,1401,1402,1239],"visibility","activeHours","alerts",{"title":1404,"description":1405,"path":1406,"category":1233,"updatedAt":590,"sourceType":356,"tags":1407},"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",[1000,1006,1408,381,1239],"sdk",{"title":1410,"description":1411,"path":1412,"category":1233,"updatedAt":590,"sourceType":356,"tags":1413},"include 合并时，数组和 sibling override 到底怎么生效","基于最新官方 Configuration 文档，解释 OpenClaw 在 $include 合并时数组、对象和 sibling keys 的真实处理顺序，帮助团队避免把 include 当成“总是深合并”的黑盒。","/docs/reference/include-merge-arrays-and-sibling-overrides",[394,1414,1030,1415,1239],"include","arrays",{"title":1417,"description":1418,"path":1419,"category":1233,"updatedAt":572,"sourceType":356,"tags":1420},"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",[840,1421,691,429,1239],"invoke",{"title":1423,"description":1424,"path":1425,"category":1233,"updatedAt":600,"sourceType":356,"tags":1426},"记忆检索里的 hybrid search、重排和时间衰减到底在做什么","基于最新官方 Memory 文档，解释 OpenClaw 的 memory_search 为什么不只是向量检索，以及 hybrid search、结果合并、MMR 重排和 temporal decay 各自在修正什么问题。","/docs/reference/memory-hybrid-search-and-ranking-pipeline",[384,1427,1428,1429,1430,1239],"hybrid-search","ranking","mmr","retrieval",{"title":1432,"description":1433,"path":1434,"category":1233,"updatedAt":493,"sourceType":356,"tags":1435},"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 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文件当成一团无结构日志。","/docs/reference/session-jsonl-and-compaction-entries","2026-04-01",[594,1488,1489,955,1239],"transcript","jsonl",{"title":1491,"description":1492,"path":1493,"category":1233,"updatedAt":1486,"sourceType":356,"tags":1494},"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",[532,557,1495,1177,402],"store",{"title":1497,"description":1498,"path":1499,"category":1233,"updatedAt":600,"sourceType":356,"tags":1500},"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",[403,1192,1177,1501,1239],"ingress",{"title":1503,"description":1504,"path":1505,"category":1233,"updatedAt":450,"sourceType":356,"tags":1506},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 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权限”四层联动的信任链。","/news/openclaw-browser-trust-chain-watch-2026-03-29","https://docs.openclaw.ai/gateway/trusted-proxy-auth",[438,1212,725,452,403],{"title":1851,"description":1852,"path":1853,"category":1803,"date":493,"updatedAt":493,"sourceType":356,"source":1811,"tags":1854},"OpenClaw 渠道观察：Telegram 和 Discord 正在从聊天入口扩展成正式审批面","基于 2026 年 3 月 24 日可见的官方 Exec Approvals 文档，Telegram 与 Discord 最近最值得关注的变化不是又多了一个命令，而是它们已经开始承担受控审批入口。","/news/openclaw-channel-approval-clients-watch-2026-03-24",[618,360,691,359,1166],{"title":1856,"description":1857,"path":1858,"category":1654,"date":377,"updatedAt":377,"sourceType":642,"source":1859,"tags":1860},"OpenClaw 在中国 AI 生态中的位置：从中文教程热到本地化能力竞赛","基于 2026 年 3 月 16 日整理素材，梳理 OpenClaw 在中国 AI 生态里的关注点：本地部署、中文模型接入、数据安全与本土服务集成。","/news/openclaw-china-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-china-ai-ecosystem-analysis.md",[1534,643,1657,1610],{"title":1862,"description":1863,"path":1864,"category":1803,"date":493,"updatedAt":493,"sourceType":356,"source":1865,"tags":1866},"OpenClaw ClawHub 观察：sync、lockfile 与最小 telemetry 让技能注册表更像正式分发生态","基于 2026 年 3 月 24 日可见的官方 ClawHub 文档，最近最值得关注的变化不是“技能数量”，而是技能分发、版本记录和同步行为正在更像一套正式 registry。","/news/openclaw-clawhub-sync-watch-2026-03-24","https://docs.openclaw.ai/tools/clawhub",[625,395,634,635,1867,626],"telemetry",{"title":1869,"description":1870,"path":1871,"category":1596,"date":450,"updatedAt":450,"sourceType":356,"source":1872,"tags":1873},"OpenClaw CLI 观察：命令行已经不只是辅助工具，而是在慢慢收敛成正式控制面","基于 2026 年 3 月 21 日可见的官方 CLI Reference、Gateway protocol 与 Dashboard 文档，整理最近最值得中文站关注的 CLI 变化：status/health/logs 分层、gateway RPC 边界，以及 Dashboard 和 CLI 之间更清晰的协作关系。","/news/openclaw-cli-control-plane-watch-2026-03-21","https://docs.openclaw.ai/cli",[557,381,1371,547,402],{"title":1875,"description":1876,"path":1877,"category":1803,"date":572,"updatedAt":572,"sourceType":356,"source":1878,"tags":1879},"OpenClaw 的配置分层边界越来越清楚","官方最近围绕 Environment Variables、Configuration、Logging 和 Debugging 的文档更新，正在把正式配置、env 注入和一次性 override 拆成更清楚的层。","/news/openclaw-configuration-layering-watch-2026-03-22","https://docs.openclaw.ai/help/environment",[394,932,574,1880,402],"overrides",{"title":1882,"description":1883,"path":1884,"category":1596,"date":450,"updatedAt":450,"sourceType":356,"source":1791,"tags":1885},"OpenClaw 上下文观察：Compaction、Session 连续性与 persona 保真正在成为官方显式关注点","基于 2026 年 3 月 21 日可见的官方 Context 文档与 GitHub Releases 页面，整理最近最值得中文站关注的上下文变化：compaction 后 token 检查、session continuity、persona/language 保真，以及它们对长期使用的意义。","/news/openclaw-context-compaction-watch-2026-03-21",[954,955,532,384,1886],"continuity",{"title":1888,"description":1889,"path":1890,"category":1596,"date":450,"updatedAt":450,"sourceType":356,"source":1891,"tags":1892},"OpenClaw 控制面观察：Control UI、设备配对与 Tailscale Serve 正在把浏览器管理做成正式能力","基于 2026 年 3 月 21 日可见的官方 Control UI、Dashboard、Pairing 与 Tailscale 文档，整理最近最值得关注的控制面变化：浏览器设备配对、语言支持、远程 Serve 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",[651,438,1038,725,452],{"title":1894,"description":1895,"path":1896,"category":1803,"date":998,"updatedAt":998,"sourceType":356,"source":1817,"tags":1897},"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",[438,531,1322,567,651],{"title":1899,"description":1900,"path":1901,"category":1803,"date":493,"updatedAt":493,"sourceType":356,"source":1817,"tags":1902},"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",[438,508,671,1322,575,1903],"web",{"title":1905,"description":1906,"path":1907,"category":1596,"date":377,"updatedAt":377,"sourceType":642,"source":1908,"tags":1909},"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",[391,395,643,1534],{"title":1911,"description":1912,"path":1913,"category":1803,"date":590,"updatedAt":590,"sourceType":356,"source":1914,"tags":1915},"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 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",[726,725,671,1072,1916],"rotate",{"title":1918,"description":1919,"path":1920,"category":1803,"date":572,"updatedAt":572,"sourceType":356,"source":1921,"tags":1922},"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",[1078,1245,1079,1330,402],{"title":1924,"description":1925,"path":1926,"category":1803,"date":590,"updatedAt":590,"sourceType":356,"source":1921,"tags":1927},"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",[1078,1079,929,1154,1245],{"title":1929,"description":1930,"path":1931,"category":1932,"date":377,"updatedAt":377,"sourceType":642,"source":1933,"tags":1934},"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",[1935,1936,1937,1938],"education","adoption","ai-tutor","higher-education",{"title":1940,"description":1941,"path":1942,"category":1932,"date":377,"updatedAt":377,"sourceType":642,"source":1943,"tags":1944},"OpenClaw 企业应用热度上升：中文团队更关注私有化部署与流程接入","基于 2026 年 3 月 16 日企业方向临时稿，整理 OpenClaw 在中文企业场景中的关注重点，包括私有化部署、安全边界、行业接入与内部工作流自动化。","/news/openclaw-enterprise-adoption-watch-2026-03-16","content/tmp/2026-03-16/openclaw-enterprise-adoption-boom.md",[401,1536,429,1534],{"title":1946,"description":1947,"path":1948,"category":1596,"date":450,"updatedAt":450,"sourceType":356,"source":1949,"tags":1950},"OpenClaw 扩展层观察：ClawHub、插件托管 hooks 与 onboarding 勾选正在把扩展能力收拢成一条更完整链路","基于 2026 年 3 月 21 日可见的官方 Skills、ClawHub、Plugins 与 Hooks 文档，整理最近最值得中文站关注的扩展层变化：技能 registry、插件托管 hooks，以及 onboarding 阶段对推荐 hooks 的直接引导。","/news/openclaw-extension-stack-watch-2026-03-21","https://docs.openclaw.ai/automation/hooks",[395,625,485,487,644],{"title":1952,"description":1953,"path":1954,"category":1803,"date":552,"updatedAt":552,"sourceType":356,"source":1955,"tags":1956},"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 已经不只是简单聊天入口。","/news/openclaw-feishu-drive-comments-watch-2026-04-30","https://docs.openclaw.ai/channels/feishu",[703,704,705,706,359,707],{"title":1958,"description":1959,"path":1960,"category":1803,"date":590,"updatedAt":590,"sourceType":356,"source":1961,"tags":1962},"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",[381,725,1963,671,546],"pending",{"title":1965,"description":1966,"path":1967,"category":1803,"date":998,"updatedAt":998,"sourceType":356,"source":1968,"tags":1969},"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",[381,594,508,438,1970],"state",{"title":1972,"description":1973,"path":1974,"category":1803,"date":590,"updatedAt":590,"sourceType":356,"source":1975,"tags":1976},"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",[593,1394,811,744,575],{"title":1978,"description":1979,"path":1980,"category":1803,"date":600,"updatedAt":600,"sourceType":356,"source":1975,"tags":1981},"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",[593,1467,1982,592,858],"activation",{"title":1984,"description":1985,"path":1986,"category":1803,"date":590,"updatedAt":590,"sourceType":356,"source":1987,"tags":1988},"OpenClaw 配置观察：include 合并边界正在从“能拆文件”继续走向“能预测最终结果”","基于 2026 年 3 月 25 日可见的官方 Configuration 文档，最近配置层最值得关注的变化之一是 include、数组处理和 sibling override 的顺序正在被官方主动写清。","/news/openclaw-include-merge-boundary-watch-2026-03-25","https://docs.openclaw.ai/gateway/configuration",[394,1414,1030,1415,402],{"title":1990,"description":1991,"path":1992,"category":1596,"date":450,"updatedAt":450,"sourceType":356,"source":1993,"tags":1994},"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",[1995,1536,1996,1997,1998],"showcase","home-assistant","nix","infrastructure",{"title":2000,"description":2001,"path":2002,"category":1803,"date":572,"updatedAt":572,"sourceType":356,"source":2003,"tags":2004},"OpenClaw 的长期会话治理能力正在变完整","官方最近围绕 session、memory、compaction 和 secure DM mode 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和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1166,672,651,725,452],{"title":2069,"description":2070,"path":2071,"category":1803,"date":600,"updatedAt":600,"sourceType":356,"source":2072,"tags":2073},"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",[438,508,1006,1166,547],{"title":2075,"description":2076,"path":2077,"category":1803,"date":590,"updatedAt":590,"sourceType":356,"source":1914,"tags":2078},"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 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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",[565,501,546,567,858],{"title":2104,"description":2105,"path":2106,"category":1803,"date":600,"updatedAt":600,"sourceType":356,"source":2107,"tags":2108},"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",[565,1238,501,381,402],{"title":2110,"description":2111,"path":2112,"category":1596,"date":450,"updatedAt":450,"sourceType":356,"source":1791,"tags":2113},"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",[1151,1152,1154,1153],{"title":2115,"description":2116,"path":2117,"category":1803,"date":572,"updatedAt":572,"sourceType":356,"source":1817,"tags":2118},"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",[438,725,546,452,1059],{"title":2120,"description":2121,"path":2122,"category":1803,"date":590,"updatedAt":590,"sourceType":356,"source":2123,"tags":2124},"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",[575,574,2125,359,576],"threads",{"title":2127,"description":2128,"path":2129,"category":1803,"date":552,"updatedAt":552,"sourceType":356,"source":2130,"tags":2131},"OpenClaw 把 SearXNG 推进 bundled web_search provider，搜索层开始更适合自托管","官方近期上线的 SearXNG Search 文档，说明 OpenClaw 的 web_search 已经不只适合外部 API，也开始正式支持自托管聚合搜索。","/news/openclaw-searxng-search-watch-2026-04-30","https://docs.openclaw.ai/tools/searxng-search",[899,786,900,478,383],{"title":2133,"description":2134,"path":2135,"category":1803,"date":590,"updatedAt":590,"sourceType":356,"source":2136,"tags":2137},"OpenClaw Secret 观察：active snapshot 正在把密钥轮换从“即时取值”收成“原子切换”","基于 2026 年 3 月 25 日可见的官方 Secrets Management 文档，最近 secrets 层最值得关注的变化之一是 active snapshot 与 last-known-good 的边界越来越清楚。","/news/openclaw-secret-snapshot-watch-2026-03-25","https://docs.openclaw.ai/gateway/secrets",[1476,2138,2139,1475,402],"snapshot","rotation",{"title":2141,"description":2142,"path":2143,"category":1803,"date":590,"updatedAt":590,"sourceType":356,"source":2003,"tags":2144},"OpenClaw 正在把 secure DM mode 写成共享入口的默认安全心智","官方最近围绕 Session、Security 和 CLI Security 的更新，正在把 secure DM mode 从一个可选技巧，推成多人 DM 入口的基础隔离建议。","/news/openclaw-secure-dm-mode-watch-2026-03-25",[594,403,1345,725,1192],{"title":2146,"description":2147,"path":2148,"category":1803,"date":493,"updatedAt":493,"sourceType":356,"source":2149,"tags":2150},"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",[403,1177,1179,1178,402],{"title":2152,"description":2153,"path":2154,"category":2155,"date":377,"updatedAt":377,"sourceType":642,"source":2156,"tags":2157},"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",[403,2158,757,401],"compliance",{"title":2160,"description":2161,"path":2162,"category":1803,"date":572,"updatedAt":572,"sourceType":356,"source":2136,"tags":2163},"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",[403,1475,691,2164,402],"proxy",{"title":2166,"description":2167,"path":2168,"category":1803,"date":1486,"updatedAt":1486,"sourceType":356,"source":2169,"tags":2170},"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",[594,1489,955,1488,381],{"title":2172,"description":2173,"path":2174,"category":1803,"date":1486,"updatedAt":1486,"sourceType":356,"source":2175,"tags":2176},"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",[532,557,1495,1177,402],{"title":2178,"description":2179,"path":2180,"category":1803,"date":590,"updatedAt":590,"sourceType":356,"source":2181,"tags":2182},"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",[403,1192,1193,2183,381],"sandbox",{"title":2185,"description":2186,"path":2187,"category":1596,"date":450,"updatedAt":450,"sourceType":356,"source":1993,"tags":2188},"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",[1995,642,618,395,430],{"title":2190,"description":2191,"path":2192,"category":1803,"date":600,"updatedAt":600,"sourceType":356,"source":2181,"tags":2193},"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",[1192,1346,592,575,403],{"title":2195,"description":2196,"path":2197,"category":1803,"date":1486,"updatedAt":1486,"sourceType":356,"source":2198,"tags":2199},"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",[1488,565,1514,1515,2200],"compatibility",{"title":2202,"description":2203,"path":2204,"category":1803,"date":493,"updatedAt":493,"sourceType":356,"source":1848,"tags":2205},"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",[1212,403,452,381,567],{"title":2207,"description":2208,"path":2209,"category":1803,"date":998,"updatedAt":998,"sourceType":356,"source":1968,"tags":2210},"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",[381,508,1000,1330,594],{"title":2212,"description":2213,"path":2214,"category":1803,"date":493,"updatedAt":493,"sourceType":356,"source":2215,"tags":2216},"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",[1562,1154,833,381,1970],{"title":2218,"description":2219,"path":2220,"category":1803,"date":493,"updatedAt":493,"sourceType":356,"source":2221,"tags":2222},"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",[665,986,987,546,726],{"title":2237,"description":2238,"path":2239,"category":1596,"date":450,"updatedAt":450,"sourceType":356,"source":1817,"tags":2240},"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",[438,508,1006,651,1903],{"title":2242,"description":2243,"path":2244,"category":1803,"date":998,"updatedAt":998,"sourceType":356,"source":2245,"tags":2246},"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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