[{"data":1,"prerenderedAt":3167},["ShallowReactive",2],{"docs:reference/dm-scope-and-identity-links":3,"content-manifest":524},{"id":4,"title":5,"body":6,"category":506,"date":507,"description":508,"extension":509,"meta":510,"navigation":511,"path":512,"seo":513,"source":514,"sourceName":515,"sourceType":516,"stem":517,"tags":518,"updatedAt":522,"__hash__":523},"docs/docs/reference/dm-scope-and-identity-links.md","dmScope 和 identityLinks 应该怎么一起用",{"type":7,"value":8,"toc":471},"minimark",[9,13,17,36,39,47,52,57,60,65,68,75,78,84,87,90,98,101,106,111,114,116,124,129,132,134,142,145,150,153,155,163,166,172,175,182,185,190,193,205,208,214,223,226,229,241,244,267,270,274,277,284,287,292,295,298,305,308,313,316,318,325,328,333,336,339,345,348,352,355,360,363,374,377,382,385,392,399,406,409,415,418,421,424,439,447,450],[10,11,5],"h1",{"id":12},"dmscope-和-identitylinks-应该怎么一起用",[14,15,16],"p",{},"OpenClaw 的 session 文档最近把一个很关键、但很容易被中文用户低估的点写得更清楚了：",[18,19,20,24],"ul",{},[21,22,23],"li",{},"DM 连续性不是只有“开”或“关”",[21,25,26,27,31,32,35],{},"它其实取决于 ",[28,29,30],"code",{},"dmScope"," 和 ",[28,33,34],{},"identityLinks"," 的组合",[14,37,38],{},"如果只改其中一个，很多多渠道和多人 DM 问题都不会真正解决。",[40,41,43,44,46],"h2",{"id":42},"先记住-dmscope-控制的是什么","先记住 ",[28,45,30],{}," 控制的是什么",[14,48,49,51],{},[28,50,30],{}," 控制的是：",[18,53,54],{},[21,55,56],{},"私聊消息如何落到 session key",[14,58,59],{},"也就是：",[18,61,62],{},[21,63,64],{},"哪些 DM 会共用一个上下文桶",[14,66,67],{},"它不直接回答“这是不是同一个人”，只是决定默认怎样分桶。",[40,69,71,72,74],{"id":70},"四种-dmscope-应该怎么理解","四种 ",[28,73,30],{}," 应该怎么理解",[14,76,77],{},"根据当前官方文档，更适合记成下面四种场景。",[79,80,82],"h3",{"id":81},"main",[28,83,81],{},[14,85,86],{},"所有 DM 折叠到 agent 主会话。",[14,88,89],{},"适合：",[18,91,92,95],{},[21,93,94],{},"单人使用",[21,96,97],{},"你希望多个个人入口共用连续上下文",[14,99,100],{},"风险是：",[18,102,103],{},[21,104,105],{},"如果多个不同的人都能 DM，这个主会话就可能被污染",[79,107,109],{"id":108},"per-peer",[28,110,108],{},[14,112,113],{},"按发送者身份分桶。",[14,115,89],{},[18,117,118,121],{},[21,119,120],{},"同一个人可能跨多个渠道找你",[21,122,123],{},"你希望按“人”而不是按“渠道”隔离",[79,125,127],{"id":126},"per-channel-peer",[28,128,126],{},[14,130,131],{},"按渠道加发送者分桶。",[14,133,89],{},[18,135,136,139],{},[21,137,138],{},"多人共享一个机器人入口",[21,140,141],{},"同一个 sender id 在不同渠道里不该被当成同一个上下文",[14,143,144],{},"官方也把它明确列成多用户 inbox 的推荐模式。",[79,146,148],{"id":147},"per-account-channel-peer",[28,149,147],{},[14,151,152],{},"按账号、渠道、发送者三层分桶。",[14,154,89],{},[18,156,157,160],{},[21,158,159],{},"一个网关接了多个同类账号",[21,161,162],{},"你不希望不同 bot/account 之间的 DM 意外串起来",[14,164,165],{},"这也是多账户环境更稳的默认思路。",[40,167,169,171],{"id":168},"identitylinks-真正解决什么问题",[28,170,34],{}," 真正解决什么问题",[14,173,174],{},"官方文档当前写得很直接：",[18,176,177],{},[21,178,179,181],{},[28,180,34],{}," 用来把带 provider 前缀的 peer id 映射到规范身份",[14,183,184],{},"也就是说，它不是在控制“要不要隔离”，而是在控制：",[18,186,187],{},[21,188,189],{},"跨渠道时哪些身份应该被视为同一个人",[14,191,192],{},"例如同一个人可能同时通过：",[18,194,195,200],{},[21,196,197],{},[28,198,199],{},"telegram:123456789",[21,201,202],{},[28,203,204],{},"discord:987654321012345678",[14,206,207],{},"来找同一个 agent。",[14,209,210,211,213],{},"如果你想让这两条 DM 共享同一个人类身份层，就要靠 ",[28,212,34],{},"。",[40,215,217,218,220,221],{"id":216},"为什么-identitylinks-不能代替-dmscope","为什么 ",[28,219,34],{}," 不能代替 ",[28,222,30],{},[14,224,225],{},"这是最容易混淆的点。",[14,227,228],{},"更准确的关系是：",[18,230,231,236],{},[21,232,233,235],{},[28,234,30],{}," 决定分桶形状",[21,237,238,240],{},[28,239,34],{}," 决定跨渠道时哪些 peer 可折叠到同一身份",[14,242,243],{},"所以：",[18,245,246,258],{},[21,247,248,249,251,252,254,255,257],{},"只配 ",[28,250,34],{}," 但 ",[28,253,30],{}," 还是 ",[28,256,81],{},"，多人 DM 仍可能混进一个主会话",[21,259,260,261,263,264,266],{},"只改 ",[28,262,30],{}," 但不配 ",[28,265,34],{},"，同一个人跨渠道也可能被拆成多个上下文",[40,268,269],{"id":269},"哪些组合更常见",[79,271,273],{"id":272},"单人-personal-assistant","单人 personal assistant",[14,275,276],{},"更常见的是：",[18,278,279],{},[21,280,281],{},[28,282,283],{},"dmScope: \"main\"",[14,285,286],{},"因为你要的是：",[18,288,289],{},[21,290,291],{},"手机、WebChat、不同私聊入口都尽量连续",[79,293,294],{"id":294},"多人共享机器人",[14,296,297],{},"更稳的是：",[18,299,300],{},[21,301,302],{},[28,303,304],{},"dmScope: \"per-channel-peer\"",[14,306,307],{},"因为你首先要避免的是：",[18,309,310],{},[21,311,312],{},"不同人的 DM 彼此污染",[79,314,315],{"id":315},"多账户团队环境",[14,317,297],{},[18,319,320],{},[21,321,322],{},[28,323,324],{},"dmScope: \"per-account-channel-peer\"",[14,326,327],{},"因为这能防止：",[18,329,330],{},[21,331,332],{},"不同 bot/account 的 sender 在 session 层被错误合并",[79,334,335],{"id":335},"同一个人跨多个渠道联系你",[14,337,338],{},"这时更值得加上：",[18,340,341],{},[21,342,343],{},[28,344,34],{},[14,346,347],{},"否则 Telegram 上的 Alice 和 Discord 上的 Alice 只会被当成两个独立 peer。",[40,349,351],{"id":350},"为什么-secure-dm-mode-值得重视","为什么 secure DM mode 值得重视",[14,353,354],{},"官方 FAQ 和 Security 文档最近都在强调同一件事：",[18,356,357],{},[21,358,359],{},"如果多个不同的人都能给 bot 发私信，就应该考虑 secure DM mode",[14,361,362],{},"它本质上指向的就是：",[18,364,365],{},[21,366,367,368,370,371,373],{},"把 ",[28,369,30],{}," 从 ",[28,372,81],{}," 换到更隔离的模式",[14,375,376],{},"这不是风格偏好，而是直接关系到：",[18,378,379],{},[21,380,381],{},"会不会发生跨用户上下文泄漏",[40,383,384],{"id":384},"中文用户最容易踩的坑",[79,386,388,389,391],{"id":387},"_1-只知道-main-和非-main","1. 只知道 ",[28,390,81],{}," 和“非 main”",[14,393,394,395,31,397,213],{},"实际还有两层更细的隔离强度：",[28,396,126],{},[28,398,147],{},[79,400,402,403,405],{"id":401},"_2-以为-identitylinks-是联系人备注","2. 以为 ",[28,404,34],{}," 是联系人备注",[14,407,408],{},"它实际会影响跨渠道 DM 是否共享同一身份上下文。",[79,410,412,413],{"id":411},"_3-多人入口还坚持-dmscope-main","3. 多人入口还坚持 ",[28,414,283],{},[14,416,417],{},"这在个人环境很顺手，在共享入口里风险很高。",[40,419,420],{"id":420},"一条更稳的选择顺序",[14,422,423],{},"建议按这个顺序做判断：",[425,426,427,430,433,436],"ol",{},[21,428,429],{},"是不是只有你一个人会 DM 这个 agent",[21,431,432],{},"是否存在多个渠道同时私聊",[21,434,435],{},"是否接了多个同类账号",[21,437,438],{},"是否希望同一个人跨渠道保持连续性",[14,440,441,442,31,444,446],{},"这四个问题答完后，",[28,443,30],{},[28,445,34],{}," 一般就很好定了。",[40,448,449],{"id":449},"下一步推荐",[18,451,452,459,465],{},[21,453,454],{},[455,456,458],"a",{"href":457},"/docs/manual/channel-routing-and-session-keys","频道与 Session 路由怎么决定上下文边界",[21,460,461],{},[455,462,464],{"href":463},"/docs/manual/session-and-pairing","Session 与配对机制",[21,466,467],{},[455,468,470],{"href":469},"/docs/operations/team-channel-session-strategy","团队频道里的 Session 隔离策略",{"title":472,"searchDepth":473,"depth":473,"links":474},"",2,[475,477,485,487,489,495,496,504,505],{"id":42,"depth":473,"text":476},"先记住 dmScope 控制的是什么",{"id":70,"depth":473,"text":478,"children":479},"四种 dmScope 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DM、跨渠道私聊和多账户环境不能只改一个开关。","md",{},true,"/docs/reference/dm-scope-and-identity-links",{"title":5,"description":508},"https://docs.openclaw.ai/concepts/session","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",[538,539,540,541,542,543],"concepts","gateway","agent","channels","tools","memory",{"title":545,"description":546,"path":547,"category":534,"updatedAt":548,"sourceType":536,"tags":549},"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",[550,551,552,553,554],"developers","teams","architecture","configuration","skills",{"title":556,"description":557,"path":558,"category":534,"updatedAt":548,"sourceType":536,"tags":559},"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",[560,561,539,562,563],"enterprise","operations","security","upgrades",{"title":565,"description":566,"path":567,"category":534,"updatedAt":568,"sourceType":516,"tags":569},"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",[540,570,571,572],"quickstart","tutorial","basics",{"title":574,"description":575,"path":576,"category":534,"updatedAt":568,"sourceType":516,"tags":577},"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",[541,570,571,572],{"title":579,"description":580,"path":581,"category":534,"updatedAt":568,"sourceType":516,"tags":582},"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",[554,570,571,572],{"title":584,"description":585,"path":586,"category":534,"updatedAt":568,"sourceType":516,"tags":587},"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",[588,589,570,571],"workflow","automation",{"title":591,"description":592,"path":593,"category":534,"updatedAt":568,"sourceType":516,"tags":594},"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",[570,595,596,597],"installation","onboarding","dashboard",{"title":599,"description":600,"path":601,"category":534,"updatedAt":602,"sourceType":516,"tags":603},"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","2026-03-11",[596,604,605,539],"daemon","setup",{"title":607,"description":608,"path":609,"category":534,"updatedAt":610,"sourceType":516,"tags":611},"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",[596,612,613,539,614],"remote","local","wizard",{"title":616,"description":617,"path":618,"category":534,"updatedAt":548,"sourceType":536,"tags":619},"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",[620,621,597,541,554],"personal","getting-started",{"title":623,"description":624,"path":625,"category":626,"updatedAt":602,"sourceType":516,"tags":627},"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",[628,629,630,596],"reading-path","overview","docs",{"title":632,"description":633,"path":634,"category":635,"updatedAt":636,"sourceType":516,"tags":637},"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",[629,638,541,639],"self-hosted","assistant",{"title":641,"description":642,"path":643,"category":534,"updatedAt":548,"sourceType":536,"tags":644},"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",[554,645,646,647,648],"plugins","multi-agent","hooks","decision",{"title":650,"description":651,"path":652,"category":534,"updatedAt":653,"sourceType":536,"tags":654},"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",[541,596,648,539,655],"safety",{"title":657,"description":658,"path":659,"category":534,"updatedAt":653,"sourceType":536,"tags":660},"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",[661,662,562,648,621],"models","configurations",{"title":664,"description":665,"path":666,"category":534,"updatedAt":653,"sourceType":536,"tags":667},"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 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OpenClaw 的参考资料应如何阅读，以及中文用户在查 CLI、配置、诊断和模块说明时该怎么找信息。","/docs/reference/api-reference-overview",[521,719,1094,1408],"diagnostics",{"title":1410,"description":1411,"path":1412,"category":506,"updatedAt":653,"sourceType":516,"tags":1413},"approvals CLI、网关与节点 allowlist 怎么管理","基于最新官方 approvals CLI 与 Exec Approvals 文档，解释 openclaw approvals 在本机、Gateway 和 Node 上分别管理什么，以及 per-agent allowlist 最值得先守住哪些边界。","/docs/reference/approvals-cli-and-allowlist",[856,976,854,539,1414,521],"node",{"title":1416,"description":1417,"path":1418,"category":506,"updatedAt":759,"sourceType":516,"tags":1419},"认证配置文件怎么轮转，为什么 session 会“粘住”同一套凭据","基于最新官方 Model Failover 文档，解释 OpenClaw 在同一 provider 内如何轮转 auth profiles、什么情况下会进入 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",[729,998,1402,693,521],{"title":1421,"description":1422,"path":1423,"category":506,"updatedAt":759,"sourceType":516,"tags":1424},"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",[890,1425,777,891,521],"bootstrapToken",{"title":1427,"description":1428,"path":1429,"category":521,"updatedAt":688,"sourceType":516,"tags":1430},"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",[1431,692,736,701,1295,691],"templates",{"title":1433,"description":1434,"path":1435,"category":506,"updatedAt":750,"sourceType":516,"tags":1436},"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",[890,1437,541,1438,1224],"allowFrom","account",{"title":1440,"description":1441,"path":1442,"category":506,"updatedAt":852,"sourceType":516,"tags":1443},"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",[719,521,1444,1445],"commands","terminal",{"title":1447,"description":1448,"path":1449,"category":506,"updatedAt":759,"sourceType":516,"tags":1450},"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",[1451,1452,729,727,521],"cloudflare-ai-gateway","headers",{"title":1454,"description":1455,"path":1456,"category":1457,"updatedAt":653,"sourceType":802,"tags":1458},"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",[802,1459,1460,1461],"github","issues","feedback",{"title":1463,"description":1464,"path":1465,"category":506,"updatedAt":852,"sourceType":516,"tags":1466},"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",[553,521,1467,1468],"settings","options",{"title":1470,"description":1471,"path":1472,"category":506,"updatedAt":610,"sourceType":516,"tags":1473},"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",[811,890,891,832,1224],{"title":1475,"description":1476,"path":1477,"category":506,"updatedAt":759,"sourceType":516,"tags":1478},"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",[717,970,1479,1056,521],"scheduler",{"title":1481,"description":1482,"path":1483,"category":506,"updatedAt":1163,"sourceType":516,"tags":1484},"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",[597,831,1485,1486,729],"secretref","sessionStorage",{"title":1488,"description":1489,"path":1490,"category":1491,"updatedAt":852,"sourceType":516,"tags":1492},"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",[1493,1494,1495,1243,959],"debugging","debug","runtime-overrides",{"title":1497,"description":1498,"path":1499,"category":506,"updatedAt":522,"sourceType":516,"tags":1500},"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",[1408,1501,1502,1494,521],"logging","flags",{"title":5,"description":508,"path":512,"category":506,"updatedAt":522,"sourceType":516,"tags":1504},[519,30,34,520,521],{"title":1506,"description":1507,"path":1508,"category":506,"updatedAt":522,"sourceType":516,"tags":1509},"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",[1243,1244,1408,1510,521],"migrations",{"title":1512,"description":1513,"path":1514,"category":506,"updatedAt":522,"sourceType":516,"tags":1515},"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",[1097,553,761,1516,521],"shell",{"title":1518,"description":1519,"path":1520,"category":506,"updatedAt":653,"sourceType":536,"tags":1521},"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",[1522,1318,802,1523,1320],"sources","trust",{"title":1525,"description":1526,"path":1527,"category":506,"updatedAt":610,"sourceType":516,"tags":1528},"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",[539,1529,719,1171,709],"rpc",{"title":1531,"description":1532,"path":1533,"category":506,"updatedAt":522,"sourceType":516,"tags":1534},"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",[890,891,539,708,521],{"title":1536,"description":1537,"path":1538,"category":506,"updatedAt":1163,"sourceType":516,"tags":1539},"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",[519,539,668,597,521],{"title":1541,"description":1542,"path":1543,"category":506,"updatedAt":759,"sourceType":516,"tags":1544},"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",[539,1171,1545,1546,521],"protocol","scopes",{"title":1548,"description":1549,"path":1550,"category":506,"updatedAt":750,"sourceType":516,"tags":1551},"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",[753,1552,520,976,909],"mention",{"title":1554,"description":1555,"path":1556,"category":506,"updatedAt":759,"sourceType":516,"tags":1557},"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",[1217,1558,1559,1560,521],"visibility","activeHours","alerts",{"title":1562,"description":1563,"path":1564,"category":506,"updatedAt":750,"sourceType":516,"tags":1565},"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",[1165,1171,1566,539,521],"sdk",{"title":1568,"description":1569,"path":1570,"category":506,"updatedAt":750,"sourceType":516,"tags":1571},"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",[553,1572,1195,1573,521],"include","arrays",{"title":1575,"description":1576,"path":1577,"category":506,"updatedAt":522,"sourceType":516,"tags":1578},"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",[1005,1579,856,588,521],"invoke",{"title":1581,"description":1582,"path":1583,"category":506,"updatedAt":759,"sourceType":516,"tags":1584},"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",[543,1585,1586,1587,1588,521],"hybrid-search","ranking","mmr","retrieval",{"title":1590,"description":1591,"path":1592,"category":506,"updatedAt":653,"sourceType":516,"tags":1593},"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",[661,1594,729,727,521],"probe",{"title":1596,"description":1597,"path":1598,"category":506,"updatedAt":1092,"sourceType":516,"tags":1599},"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",[890,891,1437,1600,1224],"credentials",{"title":1602,"description":1603,"path":1604,"category":506,"updatedAt":653,"sourceType":516,"tags":1605},"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",[645,785,1606,1607,1320,521],"npm","pin",{"title":1609,"description":1610,"path":1611,"category":1491,"updatedAt":610,"sourceType":516,"tags":1612},"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",[1493,1613,959,727,922],"raw-stream",{"title":1615,"description":1616,"path":1617,"category":506,"updatedAt":759,"sourceType":516,"tags":1618},"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",[612,1619,729,539,521],"tlsFingerprint",{"title":1621,"description":1622,"path":1623,"category":506,"updatedAt":759,"sourceType":516,"tags":1624},"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",[753,1625,1626,1627,521],"mentions","pending-history","reply",{"title":1629,"description":1630,"path":1631,"category":506,"updatedAt":522,"sourceType":516,"tags":1632},"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",[1633,1634,690,727,521],"secrets","secretrefs",{"title":1636,"description":1637,"path":1638,"category":506,"updatedAt":750,"sourceType":516,"tags":1639},"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",[519,562,30,890,976],{"title":1641,"description":1642,"path":1643,"category":506,"updatedAt":1644,"sourceType":516,"tags":1645},"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",[519,1646,1647,1120,521],"transcript","jsonl",{"title":1649,"description":1650,"path":1651,"category":506,"updatedAt":1644,"sourceType":516,"tags":1652},"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 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正在从能接入走向能治理。","/news/openclaw-bedrock-guardrails-watch-2026-04-30","https://docs.openclaw.ai/providers/bedrock",[725,726,728,727,1023],{"title":1997,"description":1998,"path":1999,"category":1961,"date":750,"updatedAt":750,"sourceType":516,"source":2000,"tags":2001},"OpenClaw 开始把 Broadcast Groups 从路由技巧推进成多代理协作入口","官方最新 Broadcast Groups 文档把多 agent 同群运行的触发条件、session 隔离和处理策略写得更完整了，也让它和普通 bindings 的分工更清楚。","/news/openclaw-broadcast-groups-watch-2026-03-25","https://docs.openclaw.ai/channels/broadcast-groups",[752,736,753,520,778],{"title":2003,"description":2004,"path":2005,"category":1961,"date":759,"updatedAt":759,"sourceType":516,"source":2006,"tags":2007},"OpenClaw 的浏览器管理员面正在收成一条完整信任链","官方最近围绕 Pairing、Remote Access、Trusted Proxy Auth 和 Dashboard 的文档更新，正在把浏览器入口从“页面能打开”收敛成“地址、认证、设备与 operator 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",[597,1377,890,612,562],{"title":2009,"description":2010,"path":2011,"category":1961,"date":653,"updatedAt":653,"sourceType":516,"source":1969,"tags":2012},"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",[777,779,856,541,1333],{"title":2014,"description":2015,"path":2016,"category":1812,"date":535,"updatedAt":535,"sourceType":802,"source":2017,"tags":2018},"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",[1692,803,1815,1768],{"title":2020,"description":2021,"path":2022,"category":1961,"date":653,"updatedAt":653,"sourceType":516,"source":2023,"tags":2024},"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",[785,554,794,795,2025,786],"telemetry",{"title":2027,"description":2028,"path":2029,"category":1754,"date":610,"updatedAt":610,"sourceType":516,"source":2030,"tags":2031},"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",[719,539,1529,709,561],{"title":2033,"description":2034,"path":2035,"category":1961,"date":522,"updatedAt":522,"sourceType":516,"source":2036,"tags":2037},"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",[553,1097,735,2038,561],"overrides",{"title":2040,"description":2041,"path":2042,"category":1754,"date":610,"updatedAt":610,"sourceType":516,"source":1949,"tags":2043},"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",[1119,1120,693,543,2044],"continuity",{"title":2046,"description":2047,"path":2048,"category":1754,"date":610,"updatedAt":610,"sourceType":516,"source":2049,"tags":2050},"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",[811,597,1203,890,612],{"title":2052,"description":2053,"path":2054,"category":1961,"date":1163,"updatedAt":1163,"sourceType":516,"source":1975,"tags":2055},"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 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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",[550,554,803,1692],{"title":2069,"description":2070,"path":2071,"category":1961,"date":750,"updatedAt":750,"sourceType":516,"source":2072,"tags":2073},"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",[891,890,831,1237,2074],"rotate",{"title":2076,"description":2077,"path":2078,"category":1961,"date":522,"updatedAt":522,"sourceType":516,"source":2079,"tags":2080},"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 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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",[2093,2094,2095,2096],"education","adoption","ai-tutor","higher-education",{"title":2098,"description":2099,"path":2100,"category":2090,"date":535,"updatedAt":535,"sourceType":802,"source":2101,"tags":2102},"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",[560,1694,588,1692],{"title":2104,"description":2105,"path":2106,"category":1754,"date":610,"updatedAt":610,"sourceType":516,"source":2107,"tags":2108},"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 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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",[539,890,2121,831,708],"pending",{"title":2123,"description":2124,"path":2125,"category":1961,"date":1163,"updatedAt":1163,"sourceType":516,"source":2126,"tags":2127},"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",[539,519,668,597,2128],"state",{"title":2130,"description":2131,"path":2132,"category":1961,"date":750,"updatedAt":750,"sourceType":516,"source":2133,"tags":2134},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 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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",[727,661,708,729,1023],{"title":2261,"description":2262,"path":2263,"category":1961,"date":759,"updatedAt":759,"sourceType":516,"source":2264,"tags":2265},"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",[727,1402,661,539,561],{"title":2267,"description":2268,"path":2269,"category":1754,"date":610,"updatedAt":610,"sourceType":516,"source":1949,"tags":2270},"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",[1318,1319,1321,1320],{"title":2272,"description":2273,"path":2274,"category":1961,"date":522,"updatedAt":522,"sourceType":516,"source":1975,"tags":2275},"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",[597,890,708,612,1224],{"title":2277,"description":2278,"path":2279,"category":1961,"date":750,"updatedAt":750,"sourceType":516,"source":2280,"tags":2281},"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",[520,735,2282,541,736],"threads",{"title":2284,"description":2285,"path":2286,"category":1961,"date":714,"updatedAt":714,"sourceType":516,"source":2287,"tags":2288},"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",[1064,951,1065,638,542],{"title":2290,"description":2291,"path":2292,"category":1961,"date":750,"updatedAt":750,"sourceType":516,"source":2293,"tags":2294},"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",[1634,2295,2296,1633,561],"snapshot","rotation",{"title":2298,"description":2299,"path":2300,"category":1961,"date":750,"updatedAt":750,"sourceType":516,"source":514,"tags":2301},"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",[519,562,30,890,1359],{"title":2303,"description":2304,"path":2305,"category":1961,"date":653,"updatedAt":653,"sourceType":516,"source":2306,"tags":2307},"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",[562,1344,1346,1345,561],{"title":2309,"description":2310,"path":2311,"category":2312,"date":535,"updatedAt":535,"sourceType":802,"source":2313,"tags":2314},"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",[562,2315,922,560],"compliance",{"title":2317,"description":2318,"path":2319,"category":1961,"date":522,"updatedAt":522,"sourceType":516,"source":2293,"tags":2320},"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",[562,1633,856,2321,561],"proxy",{"title":2323,"description":2324,"path":2325,"category":1961,"date":1644,"updatedAt":1644,"sourceType":516,"source":2326,"tags":2327},"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",[519,1647,1120,1646,539],{"title":2329,"description":2330,"path":2331,"category":1961,"date":1644,"updatedAt":1644,"sourceType":516,"source":2332,"tags":2333},"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",[693,719,1653,1344,561],{"title":2335,"description":2336,"path":2337,"category":1961,"date":750,"updatedAt":750,"sourceType":516,"source":2338,"tags":2339},"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",[562,1359,1360,2340,539],"sandbox",{"title":2342,"description":2343,"path":2344,"category":1754,"date":610,"updatedAt":610,"sourceType":516,"source":2151,"tags":2345},"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",[2153,802,777,554,589],{"title":2347,"description":2348,"path":2349,"category":1961,"date":759,"updatedAt":759,"sourceType":516,"source":2338,"tags":2350},"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",[1359,34,752,520,562],{"title":2352,"description":2353,"path":2354,"category":1961,"date":1644,"updatedAt":1644,"sourceType":516,"source":2355,"tags":2356},"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",[1646,727,1672,1673,2357],"compatibility",{"title":2359,"description":2360,"path":2361,"category":1961,"date":653,"updatedAt":653,"sourceType":516,"source":2006,"tags":2362},"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",[1377,562,612,539,729],{"title":2364,"description":2365,"path":2366,"category":1961,"date":1163,"updatedAt":1163,"sourceType":516,"source":2126,"tags":2367},"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",[539,668,1165,1493,519],{"title":2369,"description":2370,"path":2371,"category":1961,"date":653,"updatedAt":653,"sourceType":516,"source":2372,"tags":2373},"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",[1720,1321,998,539,2128],{"title":2375,"description":2376,"path":2377,"category":1961,"date":653,"updatedAt":653,"sourceType":516,"source":2378,"tags":2379},"OpenClaw 更新观察：stable、beta、dev 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