[{"data":1,"prerenderedAt":2982},["ShallowReactive",2],{"best-practices:admin-cli-playbook":3,"content-manifest":341},{"id":4,"title":5,"body":6,"category":320,"date":321,"description":322,"difficulty":323,"extension":324,"meta":325,"navigation":326,"path":327,"seo":328,"source":329,"sourceName":330,"sourceType":331,"stem":332,"tags":333,"updatedAt":339,"__hash__":340},"bestPractices/best-practices/admin-cli-playbook.md","管理员常用 CLI 值班手册",{"type":7,"value":8,"toc":311},"minimark",[9,13,17,24,27,32,35,43,46,69,72,88,92,95,107,110,115,118,122,125,133,136,151,154,171,174,178,181,208,211,222,225,228,231,255,258,266,269,272,277,280,283,304,307],[10,11,5],"h1",{"id":12},"管理员常用-cli-值班手册",[14,15,16],"p",{},"OpenClaw 的 CLI 现在已经足够强了，所以长期运行环境里，一个很现实的问题就出现了：",[18,19,20],"ul",{},[21,22,23],"li",{},"值班时先跑哪条命令最稳？",[14,25,26],{},"官方文档虽然把命令都列出来了，但真正适合管理员记住的，其实是一套顺序，而不是命令大全。",[28,29,31],"h2",{"id":30},"第一原则值班先看活不活不要先看为什么坏","第一原则：值班先看“活不活”，不要先看“为什么坏”",[14,33,34],{},"更稳的第一步通常永远不是直接翻日志，而是先确认：",[18,36,37,40],{},[21,38,39],{},"Gateway 还活着吗",[21,41,42],{},"当前 CLI 看到的是哪一套实例",[14,44,45],{},"所以第一步更适合：",[47,48,53],"pre",{"className":49,"code":50,"language":51,"meta":52,"style":52},"language-bash shiki shiki-themes github-light github-dark","openclaw status\n","bash","",[54,55,56],"code",{"__ignoreMap":52},[57,58,61,65],"span",{"class":59,"line":60},"line",1,[57,62,64],{"class":63},"sScJk","openclaw",[57,66,68],{"class":67},"sZZnC"," status\n",[14,70,71],{},"如果你需要一份更完整、方便转发的总览，再加：",[47,73,75],{"className":49,"code":74,"language":51,"meta":52,"style":52},"openclaw status --all\n",[54,76,77],{"__ignoreMap":52},[57,78,79,81,84],{"class":59,"line":60},[57,80,64],{"class":63},[57,82,83],{"class":67}," status",[57,85,87],{"class":86},"sj4cs"," --all\n",[28,89,91],{"id":90},"第二原则再看健康探针","第二原则：再看健康探针",[14,93,94],{},"确认总览之后，再看：",[47,96,98],{"className":49,"code":97,"language":51,"meta":52,"style":52},"openclaw health\n",[54,99,100],{"__ignoreMap":52},[57,101,102,104],{"class":59,"line":60},[57,103,64],{"class":63},[57,105,106],{"class":67}," health\n",[14,108,109],{},"它更适合回答：",[18,111,112],{},[21,113,114],{},"Gateway 探针本身有没有过",[14,116,117],{},"对值班来说，这一步很重要，因为它能把“网页打不开”“某个渠道异常”和“Gateway 本体已经不健康”区分开。",[28,119,121],{"id":120},"第三原则最后才看-logs","第三原则：最后才看 logs",[14,123,124],{},"如果前两步已经确认：",[18,126,127,130],{},[21,128,129],{},"有异常",[21,131,132],{},"但问题还不明确",[14,134,135],{},"这时再看：",[47,137,139],{"className":49,"code":138,"language":51,"meta":52,"style":52},"openclaw logs --follow\n",[54,140,141],{"__ignoreMap":52},[57,142,143,145,148],{"class":59,"line":60},[57,144,64],{"class":63},[57,146,147],{"class":67}," logs",[57,149,150],{"class":86}," --follow\n",[14,152,153],{},"或者：",[47,155,157],{"className":49,"code":156,"language":51,"meta":52,"style":52},"openclaw logs --limit 200\n",[54,158,159],{"__ignoreMap":52},[57,160,161,163,165,168],{"class":59,"line":60},[57,162,64],{"class":63},[57,164,147],{"class":67},[57,166,167],{"class":86}," --limit",[57,169,170],{"class":86}," 200\n",[14,172,173],{},"这样你是在带着明确问题看日志，而不是被日志淹没。",[28,175,177],{"id":176},"第四原则gateway-rpc-是值班后半段工具","第四原则：Gateway RPC 是值班后半段工具",[14,179,180],{},"只有在前面三步之后，你还需要更底层控制时，才更适合进入：",[47,182,184],{"className":49,"code":183,"language":51,"meta":52,"style":52},"openclaw gateway status\nopenclaw gateway call ...\n",[54,185,186,195],{"__ignoreMap":52},[57,187,188,190,193],{"class":59,"line":60},[57,189,64],{"class":63},[57,191,192],{"class":67}," gateway",[57,194,68],{"class":67},[57,196,198,200,202,205],{"class":59,"line":197},2,[57,199,64],{"class":63},[57,201,192],{"class":67},[57,203,204],{"class":67}," call",[57,206,207],{"class":67}," ...\n",[14,209,210],{},"这是因为这组命令碰到的通常已经是：",[18,212,213,216,219],{},[21,214,215],{},"service 级问题",[21,217,218],{},"config apply / patch",[21,220,221],{},"显式远程目标和凭据",[14,223,224],{},"它更像管理动作，不是第一眼巡检工具。",[28,226,227],{"id":227},"一套最小值班顺序",[14,229,230],{},"对多数环境来说，一套很稳的默认顺序就是：",[232,233,234,239,244,249],"ol",{},[21,235,236],{},[54,237,238],{},"openclaw status",[21,240,241],{},[54,242,243],{},"openclaw health",[21,245,246],{},[54,247,248],{},"openclaw logs --follow",[21,250,251,252],{},"必要时 ",[54,253,254],{},"openclaw gateway status",[14,256,257],{},"如果还涉及模型或认证，再补：",[232,259,261],{"start":260},5,[21,262,263],{},[54,264,265],{},"openclaw models status --check",[28,267,268],{"id":268},"中文站建议怎么记",[14,270,271],{},"如果要把它压缩成一句话：",[18,273,274],{},[21,275,276],{},"先看总览，再看探针，再看证据，最后再做控制动作",[14,278,279],{},"这基本就是值班时最不容易乱的顺序。",[28,281,282],{"id":282},"下一步推荐",[18,284,285,292,298],{},[21,286,287],{},[288,289,291],"a",{"href":290},"/docs/reference/status-health-and-logs","status、health 和 logs 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Agent，理解 Agent 的基本概念和配置方式。","/docs/getting-started/first-agent","2026-05-26",[356,385,386,387],"quickstart","tutorial","basics",{"title":389,"description":390,"path":391,"category":351,"updatedAt":383,"sourceType":331,"tags":392},"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",[357,385,386,387],{"title":394,"description":395,"path":396,"category":351,"updatedAt":383,"sourceType":331,"tags":397},"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",[370,385,386,387],{"title":399,"description":400,"path":401,"category":351,"updatedAt":383,"sourceType":331,"tags":402},"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",[403,404,385,386],"workflow","automation",{"title":406,"description":407,"path":408,"category":351,"updatedAt":383,"sourceType":331,"tags":409},"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 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开始，而不是一上来就把整套能力全部接齐。","/docs/getting-started/personal-user-entry",[434,435,412,357,370],"personal","getting-started",{"title":437,"description":438,"path":439,"category":440,"updatedAt":417,"sourceType":331,"tags":441},"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",[442,443,444,411],"reading-path","overview","docs",{"title":446,"description":447,"path":448,"category":449,"updatedAt":450,"sourceType":331,"tags":451},"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",[443,452,357,453],"self-hosted","assistant",{"title":455,"description":456,"path":457,"category":351,"updatedAt":364,"sourceType":353,"tags":458},"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",[370,459,460,461,462],"plugins","multi-agent","hooks","decision",{"title":464,"description":465,"path":466,"category":351,"updatedAt":467,"sourceType":353,"tags":468},"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",[357,411,462,338,469],"safety",{"title":471,"description":472,"path":473,"category":351,"updatedAt":467,"sourceType":353,"tags":474},"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",[475,476,377,462,435],"models","configurations",{"title":478,"description":479,"path":480,"category":351,"updatedAt":467,"sourceType":353,"tags":481},"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",[412,482,357,462,435],"webchat",{"title":484,"description":485,"path":486,"category":351,"updatedAt":467,"sourceType":353,"tags":487},"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",[435,462,444,488,489],"paths","topics",{"title":491,"description":492,"path":493,"category":449,"updatedAt":417,"sourceType":331,"tags":494},"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",[495,367,496,452],"users","scenarios",{"title":498,"description":499,"path":500,"category":501,"updatedAt":502,"sourceType":331,"tags":503},"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",[504,505,506,507],"runtime","workspace","bootstrap","sessions",{"title":509,"description":510,"path":511,"category":512,"updatedAt":417,"sourceType":513,"tags":514},"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",[505,515,359,370],"soul",{"title":517,"description":518,"path":519,"category":520,"updatedAt":417,"sourceType":331,"tags":521},"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",[338,522,368,523],"nodes","control-plane",{"title":525,"description":526,"path":527,"category":512,"updatedAt":528,"sourceType":331,"tags":529},"Background Tasks、/tasks 与 task flow 应该怎么用","基于最新官方 Background Tasks 与 openclaw tasks 文档，整理 OpenClaw 的后台任务记录、/tasks 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Gateway 之间的职责差异，帮助团队理解“能力跑在哪台机器上”这条边界。","/docs/manual/headless-node-hosts-and-device-boundaries",[522,705,706,707,338],"headless","pairing","devices",{"title":709,"description":710,"path":711,"category":512,"updatedAt":339,"sourceType":331,"tags":712},"Hooks 生命周期与事件类型","基于最新官方 Hooks 文档，解释 agent:bootstrap、session start/end、/new、/reset 等生命周期事件分别适合放什么逻辑，以及什么时候该用 hook pack 或插件托管 hooks。","/docs/manual/hook-lifecycle-events",[461,713,714,404,459],"lifecycle","events",{"title":716,"description":717,"path":718,"category":512,"updatedAt":417,"sourceType":331,"tags":719},"Hooks 能做什么","从中文用户角度理解 OpenClaw 里的 hooks，不把它只看成技术细节，而看成自动化扩展点。","/docs/manual/hooks-overview",[461,404,678,714],{"title":721,"description":722,"path":723,"category":512,"updatedAt":547,"sourceType":331,"tags":724},"消息入口的去重、合并和排队是怎么工作的","基于最新官方 Messages 文档，解释 OpenClaw 的 inbound dedupe、inbound debounce、active-run queue 和 outbound chunking 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allowFrom 文件。","/docs/reference/channel-pairing-cli-and-account-scope",[706,1257,357,1258,335],"allowFrom","account",{"title":1260,"description":1261,"path":1262,"category":1216,"updatedAt":668,"sourceType":331,"tags":1263},"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",[334,1222,1264,1265],"commands","terminal",{"title":1267,"description":1268,"path":1269,"category":1216,"updatedAt":575,"sourceType":331,"tags":1270},"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",[1271,1272,542,540,1222],"cloudflare-ai-gateway","headers",{"title":1274,"description":1275,"path":1276,"category":1277,"updatedAt":467,"sourceType":620,"tags":1278},"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",[620,1279,1280,1281],"github","issues","feedback",{"title":1283,"description":1284,"path":1285,"category":1216,"updatedAt":668,"sourceType":331,"tags":1286},"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",[369,1222,1287,1288],"settings","options",{"title":1290,"description":1291,"path":1292,"category":1216,"updatedAt":339,"sourceType":331,"tags":1293},"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",[629,706,707,648,335],{"title":1295,"description":1296,"path":1297,"category":1216,"updatedAt":575,"sourceType":331,"tags":1298},"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",[531,785,1299,871,1222],"scheduler",{"title":1301,"description":1302,"path":1303,"category":1216,"updatedAt":980,"sourceType":331,"tags":1304},"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",[412,647,1305,1306,542],"secretref","sessionStorage",{"title":1308,"description":1309,"path":1310,"category":1311,"updatedAt":668,"sourceType":331,"tags":1312},"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",[1313,1314,1315,1059,337],"debugging","debug","runtime-overrides",{"title":1317,"description":1318,"path":1319,"category":1216,"updatedAt":547,"sourceType":331,"tags":1320},"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",[1228,1321,1322,1314,1222],"logging","flags",{"title":1324,"description":1325,"path":1326,"category":1216,"updatedAt":547,"sourceType":331,"tags":1327},"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",[569,1328,1329,550,1222],"dmScope","identityLinks",{"title":1331,"description":1332,"path":1333,"category":1216,"updatedAt":547,"sourceType":331,"tags":1334},"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",[1059,1060,1228,1335,1222],"migrations",{"title":1337,"description":1338,"path":1339,"category":1216,"updatedAt":547,"sourceType":331,"tags":1340},"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",[914,369,577,1341,1222],"shell",{"title":1343,"description":1344,"path":1345,"category":1216,"updatedAt":467,"sourceType":353,"tags":1346},"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",[1347,1134,620,1348,1136],"sources","trust",{"title":297,"description":1350,"path":296,"category":1216,"updatedAt":339,"sourceType":331,"tags":1351},"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。",[338,1352,334,988,523],"rpc",{"title":1354,"description":1355,"path":1356,"category":1216,"updatedAt":547,"sourceType":331,"tags":1357},"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",[706,707,338,522,1222],{"title":1359,"description":1360,"path":1361,"category":1216,"updatedAt":980,"sourceType":331,"tags":1362},"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",[569,338,482,412,1222],{"title":1364,"description":1365,"path":1366,"category":1216,"updatedAt":575,"sourceType":331,"tags":1367},"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",[338,988,1368,1369,1222],"protocol","scopes",{"title":1371,"description":1372,"path":1373,"category":1216,"updatedAt":565,"sourceType":331,"tags":1374},"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",[568,1375,550,791,725],"mention",{"title":1377,"description":1378,"path":1379,"category":1216,"updatedAt":575,"sourceType":331,"tags":1380},"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",[1034,1381,1382,1383,1222],"visibility","activeHours","alerts",{"title":1385,"description":1386,"path":1387,"category":1216,"updatedAt":565,"sourceType":331,"tags":1388},"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",[982,988,1389,338,1222],"sdk",{"title":1391,"description":1392,"path":1393,"category":1216,"updatedAt":565,"sourceType":331,"tags":1394},"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",[369,1395,1012,1396,1222],"include","arrays",{"title":1398,"description":1399,"path":1400,"category":1216,"updatedAt":547,"sourceType":331,"tags":1401},"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",[820,1402,672,403,1222],"invoke",{"title":1404,"description":1405,"path":1406,"category":1216,"updatedAt":575,"sourceType":331,"tags":1407},"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",[359,1408,1409,1410,1411,1222],"hybrid-search","ranking","mmr","retrieval",{"title":1413,"description":1414,"path":1415,"category":1216,"updatedAt":467,"sourceType":331,"tags":1416},"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",[569,1469,1470,937,1222],"transcript","jsonl",{"title":1472,"description":1473,"path":1474,"category":1216,"updatedAt":1467,"sourceType":331,"tags":1475},"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",[507,334,1476,1160,336],"store",{"title":1478,"description":1479,"path":1480,"category":1216,"updatedAt":575,"sourceType":331,"tags":1481},"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",[377,1175,1160,1482,1222],"ingress",{"title":291,"description":1484,"path":290,"category":1216,"updatedAt":339,"sourceType":331,"tags":1485},"基于最新官方 CLI reference，整理 openclaw status、health、logs 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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",[412,1195,706,426,377],{"title":1829,"description":1830,"path":1831,"category":1781,"date":467,"updatedAt":467,"sourceType":331,"source":1789,"tags":1832},"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",[595,597,672,357,1149],{"title":1834,"description":1835,"path":1836,"category":1633,"date":352,"updatedAt":352,"sourceType":620,"source":1837,"tags":1838},"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",[1513,621,1636,1589],{"title":1840,"description":1841,"path":1842,"category":1781,"date":467,"updatedAt":467,"sourceType":331,"source":1843,"tags":1844},"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",[603,370,612,613,1845,604],"telemetry",{"title":1847,"description":1848,"path":1849,"category":1575,"date":339,"updatedAt":339,"sourceType":331,"source":329,"tags":1850},"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",[334,338,1352,523,336],{"title":1852,"description":1853,"path":1854,"category":1781,"date":547,"updatedAt":547,"sourceType":331,"source":1855,"tags":1856},"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",[369,914,549,1857,336],"overrides",{"title":1859,"description":1860,"path":1861,"category":1575,"date":339,"updatedAt":339,"sourceType":331,"source":1769,"tags":1862},"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",[936,937,507,359,1863],"continuity",{"title":1865,"description":1866,"path":1867,"category":1575,"date":339,"updatedAt":339,"sourceType":331,"source":1868,"tags":1869},"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",[629,412,1020,706,426],{"title":1871,"description":1872,"path":1873,"category":1781,"date":980,"updatedAt":980,"sourceType":331,"source":1795,"tags":1874},"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",[366,370,621,1513],{"title":1888,"description":1889,"path":1890,"category":1781,"date":565,"updatedAt":565,"sourceType":331,"source":1891,"tags":1892},"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",[707,706,647,1053,1893],"rotate",{"title":1895,"description":1896,"path":1897,"category":1781,"date":547,"updatedAt":547,"sourceType":331,"source":1898,"tags":1899},"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",[1059,1228,1060,1313,336],{"title":1901,"description":1902,"path":1903,"category":1781,"date":565,"updatedAt":565,"sourceType":331,"source":1898,"tags":1904},"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",[1059,1060,911,1137,1228],{"title":1906,"description":1907,"path":1908,"category":1909,"date":352,"updatedAt":352,"sourceType":620,"source":1910,"tags":1911},"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",[1912,1913,1914,1915],"education","adoption","ai-tutor","higher-education",{"title":1917,"description":1918,"path":1919,"category":1909,"date":352,"updatedAt":352,"sourceType":620,"source":1920,"tags":1921},"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",[376,1515,403,1513],{"title":1923,"description":1924,"path":1925,"category":1575,"date":339,"updatedAt":339,"sourceType":331,"source":1926,"tags":1927},"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",[370,603,459,461,622],{"title":1929,"description":1930,"path":1931,"category":1781,"date":528,"updatedAt":528,"sourceType":331,"source":1932,"tags":1933},"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",[684,685,686,687,357,688],{"title":1935,"description":1936,"path":1937,"category":1781,"date":565,"updatedAt":565,"sourceType":331,"source":1938,"tags":1939},"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",[338,706,1940,647,522],"pending",{"title":1942,"description":1943,"path":1944,"category":1781,"date":980,"updatedAt":980,"sourceType":331,"source":1945,"tags":1946},"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",[338,569,482,412,1947],"state",{"title":1949,"description":1950,"path":1951,"category":1781,"date":565,"updatedAt":565,"sourceType":331,"source":1952,"tags":1953},"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",[568,1375,791,725,550],{"title":1955,"description":1956,"path":1957,"category":1781,"date":575,"updatedAt":575,"sourceType":331,"source":1952,"tags":1958},"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",[568,1448,1959,567,838],"activation",{"title":1961,"description":1962,"path":1963,"category":1781,"date":565,"updatedAt":565,"sourceType":331,"source":1964,"tags":1965},"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",[369,1395,1012,1396,336],{"title":1967,"description":1968,"path":1969,"category":1575,"date":339,"updatedAt":339,"sourceType":331,"source":1970,"tags":1971},"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",[1972,1515,1973,1974,1975],"showcase","home-assistant","nix","infrastructure",{"title":1977,"description":1978,"path":1979,"category":1781,"date":547,"updatedAt":547,"sourceType":331,"source":1980,"tags":1981},"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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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",[1972,359,655,2009,2010],"vector-search","knowledge",{"title":2012,"description":2013,"path":2014,"category":1781,"date":565,"updatedAt":565,"sourceType":331,"source":2015,"tags":2016},"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",[1375,568,595,597,662],{"title":2018,"description":2019,"path":2020,"category":1781,"date":547,"updatedAt":547,"sourceType":331,"source":2021,"tags":2022},"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",[725,482,550,729,357],{"title":2024,"description":2025,"path":2026,"category":1781,"date":467,"updatedAt":467,"sourceType":331,"source":329,"tags":2027},"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",[475,1417,540,542,1096],{"title":2029,"description":2030,"path":2031,"category":1781,"date":565,"updatedAt":565,"sourceType":331,"source":2032,"tags":2033},"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 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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",[1149,648,629,706,426],{"title":2046,"description":2047,"path":2048,"category":1781,"date":575,"updatedAt":575,"sourceType":331,"source":2049,"tags":2050},"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",[412,482,988,1149,523],{"title":2052,"description":2053,"path":2054,"category":1781,"date":565,"updatedAt":565,"sourceType":331,"source":1891,"tags":2055},"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",[540,475,522,542,838],{"title":2081,"description":2082,"path":2083,"category":1781,"date":575,"updatedAt":575,"sourceType":331,"source":2084,"tags":2085},"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",[540,1221,475,338,336],{"title":2087,"description":2088,"path":2089,"category":1575,"date":339,"updatedAt":339,"sourceType":331,"source":1769,"tags":2090},"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",[1134,1135,1137,1136],{"title":2092,"description":2093,"path":2094,"category":1781,"date":547,"updatedAt":547,"sourceType":331,"source":1795,"tags":2095},"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",[412,706,522,426,335],{"title":2097,"description":2098,"path":2099,"category":1781,"date":565,"updatedAt":565,"sourceType":331,"source":2100,"tags":2101},"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",[550,549,2102,357,551],"threads",{"title":2104,"description":2105,"path":2106,"category":1781,"date":528,"updatedAt":528,"sourceType":331,"source":2107,"tags":2108},"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",[879,767,880,452,358],{"title":2110,"description":2111,"path":2112,"category":1781,"date":565,"updatedAt":565,"sourceType":331,"source":2113,"tags":2114},"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",[1457,2115,2116,1456,336],"snapshot","rotation",{"title":2118,"description":2119,"path":2120,"category":1781,"date":565,"updatedAt":565,"sourceType":331,"source":1980,"tags":2121},"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",[569,377,1328,706,1175],{"title":2123,"description":2124,"path":2125,"category":1781,"date":467,"updatedAt":467,"sourceType":331,"source":2126,"tags":2127},"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",[377,1160,1162,1161,336],{"title":2129,"description":2130,"path":2131,"category":2132,"date":352,"updatedAt":352,"sourceType":620,"source":2133,"tags":2134},"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",[377,2135,738,376],"compliance",{"title":2137,"description":2138,"path":2139,"category":1781,"date":547,"updatedAt":547,"sourceType":331,"source":2113,"tags":2140},"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",[377,1456,672,2141,336],"proxy",{"title":2143,"description":2144,"path":2145,"category":1781,"date":1467,"updatedAt":1467,"sourceType":331,"source":2146,"tags":2147},"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",[569,1470,937,1469,338],{"title":2149,"description":2150,"path":2151,"category":1781,"date":1467,"updatedAt":1467,"sourceType":331,"source":2152,"tags":2153},"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",[507,334,1476,1160,336],{"title":2155,"description":2156,"path":2157,"category":1781,"date":565,"updatedAt":565,"sourceType":331,"source":2158,"tags":2159},"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",[377,1175,1176,2160,338],"sandbox",{"title":2162,"description":2163,"path":2164,"category":1575,"date":339,"updatedAt":339,"sourceType":331,"source":1970,"tags":2165},"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",[1972,620,595,370,404],{"title":2167,"description":2168,"path":2169,"category":1781,"date":575,"updatedAt":575,"sourceType":331,"source":2158,"tags":2170},"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",[1175,1329,567,550,377],{"title":2172,"description":2173,"path":2174,"category":1781,"date":1467,"updatedAt":1467,"sourceType":331,"source":2175,"tags":2176},"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",[1469,540,1493,1494,2177],"compatibility",{"title":2179,"description":2180,"path":2181,"category":1781,"date":467,"updatedAt":467,"sourceType":331,"source":1826,"tags":2182},"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",[1195,377,426,338,542],{"title":2184,"description":2185,"path":2186,"category":1781,"date":980,"updatedAt":980,"sourceType":331,"source":1945,"tags":2187},"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",[338,482,982,1313,569],{"title":2189,"description":2190,"path":2191,"category":1781,"date":467,"updatedAt":467,"sourceType":331,"source":2192,"tags":2193},"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",[1541,1137,813,338,1947],{"title":2195,"description":2196,"path":2197,"category":1781,"date":467,"updatedAt":467,"sourceType":331,"source":2198,"tags":2199},"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",[643,968,969,522,707],{"title":2214,"description":2215,"path":2216,"category":1575,"date":339,"updatedAt":339,"sourceType":331,"source":1795,"tags":2217},"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",[412,482,988,629,1880],{"title":2219,"description":2220,"path":2221,"category":1781,"date":980,"updatedAt":980,"sourceType":331,"source":2222,"tags":2223},"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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