[{"data":1,"prerenderedAt":3089},["ShallowReactive",2],{"best-practices:feishu-bot-development":3,"content-manifest":449},{"id":4,"title":5,"body":6,"category":428,"date":429,"description":430,"difficulty":431,"extension":432,"meta":433,"navigation":434,"path":435,"seo":436,"source":437,"sourceName":438,"sourceType":439,"stem":440,"tags":441,"updatedAt":447,"__hash__":448},"bestPractices/best-practices/feishu-bot-development.md","飞书 Bot 接入与团队使用实战",{"type":7,"value":8,"toc":414},"minimark",[9,13,17,20,36,41,44,56,59,70,73,77,80,83,87,90,101,108,111,113,124,127,141,145,148,162,165,183,186,190,193,205,208,211,222,225,229,232,235,302,305,309,312,320,323,326,337,340,360,363,366,377,380,383,410],[10,11,5],"h1",{"id":12},"飞书-bot-接入与团队使用实战",[14,15,16],"p",{},"对中文团队来说，飞书通常不是“可选渠道”而是主入口之一。",[14,18,19],{},"但真正让飞书接入顺不顺的，往往不是 Bot 能不能发消息，而是下面这些事：",[21,22,23,27,30,33],"ul",{},[24,25,26],"li",{},"你是把它当个人入口，还是团队入口",[24,28,29],{},"群聊是否需要 @mention",[24,31,32],{},"谁可以私聊机器人",[24,34,35],{},"后续额度和管理面怎么收口",[37,38,40],"h2",{"id":39},"第一原则先用官方长连接模式不要一上来就折腾公网-webhook","第一原则：先用官方长连接模式，不要一上来就折腾公网 webhook",[14,42,43],{},"官方当前文档已经把飞书的推荐路径写得很清楚：",[21,45,46,53],{},[24,47,48,49],{},"优先走 onboarding 或 ",[50,51,52],"code",{},"openclaw channels add",[24,54,55],{},"事件订阅优先走长连接 WebSocket",[14,57,58],{},"这对中文团队很重要，因为它意味着：",[21,60,61,64,67],{},[24,62,63],{},"不需要先暴露公网 webhook",[24,65,66],{},"本地或云上都更容易先跑通",[24,68,69],{},"飞书入口可以更快和 Gateway 本体问题拆开",[14,71,72],{},"如果你只是想先验证飞书是否能稳定收发消息，这条路通常最省心。",[37,74,76],{"id":75},"第二原则dm-和群聊要分开设计","第二原则：DM 和群聊要分开设计",[14,78,79],{},"飞书入口最常见的误区，是把“Bot 能回复”直接当成“团队已经可以用了”。",[14,81,82],{},"更稳的做法通常是分成两层：",[84,85,86],"h3",{"id":86},"私聊层",[14,88,89],{},"更适合：",[21,91,92,95,98],{},[24,93,94],{},"核心维护者",[24,96,97],{},"测试阶段用户",[24,99,100],{},"需要独立 session 的个人使用",[14,102,103,104,107],{},"官方默认的 ",[50,105,106],{},"dmPolicy: \"pairing\""," 就是在帮你先收这层边界。",[84,109,110],{"id":110},"群聊层",[14,112,89],{},[21,114,115,118,121],{},[24,116,117],{},"团队提醒",[24,119,120],{},"值班协作",[24,122,123],{},"轻量问答",[14,125,126],{},"但群聊一定要尽早决定：",[21,128,129,132,135,138],{},[24,130,131],{},"是否默认要求 @mention",[24,133,134],{},"是否允许所有群",[24,136,137],{},"是否只允许指定 chat_id",[24,139,140],{},"是否要限制群内 sender allowlist",[37,142,144],{"id":143},"第三原则群聊不要过早放开","第三原则：群聊不要过早放开",[14,146,147],{},"飞书一旦进入团队群，最大的风险通常不是技术失败，而是：",[21,149,150,153,156,159],{},[24,151,152],{},"机器人太吵",[24,154,155],{},"谁都能触发",[24,157,158],{},"成本难以控制",[24,160,161],{},"上下文越来越乱",[14,163,164],{},"更稳的顺序通常是：",[166,167,168,171,174,180],"ol",{},[24,169,170],{},"先只开私聊",[24,172,173],{},"再开一个小范围测试群",[24,175,176,177],{},"默认保留 ",[50,178,179],{},"requireMention",[24,181,182],{},"需要时再按群逐个放开",[14,184,185],{},"这比一开始就让所有群都能直接触发稳很多。",[37,187,189],{"id":188},"第四原则把额度优化开关当成长期设置的一部分","第四原则：把额度优化开关当成长期设置的一部分",[14,191,192],{},"官方 Feishu 文档里有两个很实用、但很容易被忽略的开关：",[21,194,195,200],{},[24,196,197],{},[50,198,199],{},"typingIndicator",[24,201,202],{},[50,203,204],{},"resolveSenderNames",[14,206,207],{},"它们的作用都和 API 调用次数有关。",[14,209,210],{},"如果你的目标是：",[21,212,213,216,219],{},[24,214,215],{},"机器人长期在线",[24,217,218],{},"群聊较多",[24,220,221],{},"团队成员比较多",[14,223,224],{},"那这两个开关就值得尽早评估，而不是等额度或稳定性出问题后再回头看。",[37,226,228],{"id":227},"第五原则国际租户和国内租户要一开始就分清","第五原则：国际租户和国内租户要一开始就分清",[14,230,231],{},"飞书和 Lark 在团队里经常被混着说，但官方配置上已经区分得很清楚。",[14,233,234],{},"如果你使用的是国际租户，需要显式设置：",[236,237,242],"pre",{"className":238,"code":239,"language":240,"meta":241,"style":241},"language-json shiki shiki-themes github-light github-dark","{\n  \"channels\": {\n    \"feishu\": {\n      \"domain\": \"lark\"\n    }\n  }\n}\n","json","",[50,243,244,253,263,271,284,290,296],{"__ignoreMap":241},[245,246,249],"span",{"class":247,"line":248},"line",1,[245,250,252],{"class":251},"sVt8B","{\n",[245,254,256,260],{"class":247,"line":255},2,[245,257,259],{"class":258},"sj4cs","  \"channels\"",[245,261,262],{"class":251},": {\n",[245,264,266,269],{"class":247,"line":265},3,[245,267,268],{"class":258},"    \"feishu\"",[245,270,262],{"class":251},[245,272,274,277,280],{"class":247,"line":273},4,[245,275,276],{"class":258},"      \"domain\"",[245,278,279],{"class":251},": ",[245,281,283],{"class":282},"sZZnC","\"lark\"\n",[245,285,287],{"class":247,"line":286},5,[245,288,289],{"class":251},"    }\n",[245,291,293],{"class":247,"line":292},6,[245,294,295],{"class":251},"  }\n",[245,297,299],{"class":247,"line":298},7,[245,300,301],{"class":251},"}\n",[14,303,304],{},"这类问题很适合在最开始就确认，否则后面容易把“凭据问题”“事件问题”和“域名问题”混在一起。",[37,306,308],{"id":307},"第六原则多人团队要尽早决定谁能进管理面谁只用飞书","第六原则：多人团队要尽早决定谁能进管理面，谁只用飞书",[14,310,311],{},"一旦飞书入口开始进入真实使用，团队很快就会出现两类角色：",[21,313,314,317],{},[24,315,316],{},"需要看 Gateway / Dashboard / 配对和日志的人",[24,318,319],{},"只需要在飞书里使用的人",[14,321,322],{},"不要让所有人都为了飞书入口顺手拿到更高权限管理面。",[14,324,325],{},"更稳的方式通常是：",[21,327,328,331,334],{},[24,329,330],{},"维护者进入 Dashboard / CLI",[24,332,333],{},"普通成员主要留在飞书入口",[24,335,336],{},"群聊和私聊分别定义可用范围",[37,338,339],{"id":339},"一条更适合中文团队的飞书接入顺序",[166,341,342,348,351,354,357],{},[24,343,344,345,347],{},"先用向导或 ",[50,346,52],{}," 跑通",[24,349,350],{},"先完成私聊 pairing",[24,352,353],{},"再开一个测试群并保留 @mention",[24,355,356],{},"再决定是否开放更多群或更多成员",[24,358,359],{},"最后再补额度优化、多账号或多 Agent 路由",[37,361,362],{"id":362},"什么时候飞书最适合作为主入口",[14,364,365],{},"更适合的场景通常是：",[21,367,368,371,374],{},[24,369,370],{},"团队本来就在飞书上协作",[24,372,373],{},"需要把 AI 助手放进值班、通知或内部问答流",[24,375,376],{},"不希望成员额外下载别的聊天工具",[14,378,379],{},"如果你只是想先验证一个远程入口，WebChat 或 Telegram 往往更轻。",[37,381,382],{"id":382},"下一步推荐",[21,384,385,392,398,404],{},[24,386,387],{},[388,389,391],"a",{"href":390},"/docs/setup/china-cloud-deployment","国内云部署思路",[24,393,394],{},[388,395,397],{"href":396},"/docs/getting-started/when-to-connect-channels","我什么时候该开始接入渠道",[24,399,400],{},[388,401,403],{"href":402},"/docs/getting-started/when-to-use-dashboard-webchat-or-channels","Dashboard、WebChat 和聊天渠道分别什么时候用",[24,405,406],{},[388,407,409],{"href":408},"/best-practices/team-gateway-operator-playbook","团队里如何管理 Gateway、Operator 与浏览器控制面",[411,412,413],"style",{},"html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html .default .shiki span {color: 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Agent 的基本概念和配置方式。","/docs/getting-started/first-agent","2026-05-26",[465,492,493,494],"quickstart","tutorial","basics",{"title":496,"description":497,"path":498,"category":459,"updatedAt":490,"sourceType":439,"tags":499},"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",[445,492,493,494],{"title":501,"description":502,"path":503,"category":459,"updatedAt":490,"sourceType":439,"tags":504},"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",[477,492,493,494],{"title":506,"description":507,"path":508,"category":459,"updatedAt":490,"sourceType":439,"tags":509},"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",[510,511,492,493],"workflow","automation",{"title":513,"description":514,"path":515,"category":459,"updatedAt":490,"sourceType":439,"tags":516},"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",[492,517,518,519],"installation","onboarding","dashboard",{"title":521,"description":522,"path":523,"category":459,"updatedAt":524,"sourceType":439,"tags":525},"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",[518,526,527,464],"daemon","setup",{"title":529,"description":530,"path":531,"category":459,"updatedAt":532,"sourceType":439,"tags":533},"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",[518,534,535,464,536],"remote","local","wizard",{"title":538,"description":539,"path":540,"category":459,"updatedAt":447,"sourceType":461,"tags":541},"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 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各自适合什么阶段，哪些问题适合自动修复，哪些仍应人工复核。","/docs/operations/security-audit-fix-and-review",[484,1266,1267,1268,483],"audit","hardening","fix",{"title":1270,"description":1271,"path":1272,"category":1107,"updatedAt":652,"sourceType":439,"tags":1273},"sessions cleanup 和 session maintenance 应该怎么配合","基于最新官方 sessions CLI 文档，解释 openclaw sessions cleanup 的作用范围、dry-run/enforce 语义、active-key 保护，以及它和 cron maintenance 不是同一层清理。","/docs/operations/sessions-cleanup-and-maintenance",[611,1274,1243,1275,483],"cleanup","transcripts",{"title":1277,"description":1278,"path":1279,"category":1107,"updatedAt":670,"sourceType":439,"tags":1280},"shared inbox 的运营边界和信任模型","基于最新官方 Security、Session 和 Groups 文档，解释 OpenClaw 对 shared inbox 的默认安全假设、适合的协作硬化方式，以及为什么真正的互不信任多租户场景更应该拆成独立 gateway。","/docs/operations/shared-inbox-trust-boundaries",[484,1281,1282,464,483],"shared-inbox","trust-model",{"title":1284,"description":1285,"path":1286,"category":1107,"updatedAt":775,"sourceType":439,"tags":1287},"Tailscale Serve / Funnel 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之间各自适合什么场景。","/docs/operations/trusted-proxy-vs-tailscale-serve",[1301,1125,1302,647,464,484],{"title":1309,"description":1310,"path":1311,"category":1107,"updatedAt":573,"sourceType":439,"tags":1312},"stable、beta、dev 更新通道该怎么选","基于最新官方 update CLI 与 Updating 文档，解释 OpenClaw 的 stable、beta、dev 三条更新轨道、auto-updater 行为和更适合的长期 rollout 顺序。","/docs/operations/update-channels-and-safe-rollout",[1313,445,1314,1315,1316,1317],"update","stable","beta","dev","rollout",{"title":1319,"description":1320,"path":1321,"category":1322,"updatedAt":680,"sourceType":439,"tags":1323},"Anthropic context1m 的 429 和 fallback 应该怎么处理","基于最新官方 Gateway Troubleshooting 与 Model Failover 文档，解释 Anthropic 长上下文 429 为什么常只在长 session 里出现、什么时候该关掉 context1m，以及怎样用 fallback 把这类拒绝变成可恢复事件。","/docs/reference/anthropic-context1m-429-and-fallback","参考",[1324,1325,1326,1327,1328],"anthropic","429","context1m","failover","reference",{"title":1330,"description":1331,"path":1332,"category":1322,"updatedAt":524,"sourceType":439,"tags":1333},"API 与参考资料阅读入口","说明 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",[1328,637,1017,1334],"diagnostics",{"title":1336,"description":1337,"path":1338,"category":1322,"updatedAt":573,"sourceType":439,"tags":1339},"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",[779,897,777,464,1340,1328],"node",{"title":1342,"description":1343,"path":1344,"category":1322,"updatedAt":680,"sourceType":439,"tags":1345},"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",[647,919,1327,611,1328],{"title":1347,"description":1348,"path":1349,"category":1322,"updatedAt":680,"sourceType":439,"tags":1350},"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",[811,1351,700,812,1328],"bootstrapToken",{"title":1353,"description":1354,"path":1355,"category":1328,"updatedAt":606,"sourceType":439,"tags":1356},"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",[1357,610,656,619,1217,609],"templates",{"title":1359,"description":1360,"path":1361,"category":1322,"updatedAt":670,"sourceType":439,"tags":1362},"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",[811,1363,445,1364,1146],"allowFrom","account",{"title":1366,"description":1367,"path":1368,"category":1322,"updatedAt":775,"sourceType":439,"tags":1369},"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",[637,1328,1370,1371],"commands","terminal",{"title":1373,"description":1374,"path":1375,"category":1322,"updatedAt":680,"sourceType":439,"tags":1376},"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",[1377,1378,647,645,1328],"cloudflare-ai-gateway","headers",{"title":1380,"description":1381,"path":1382,"category":1383,"updatedAt":573,"sourceType":725,"tags":1384},"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",[725,1385,1386,1387],"github","issues","feedback",{"title":1389,"description":1390,"path":1391,"category":1322,"updatedAt":775,"sourceType":439,"tags":1392},"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",[476,1328,1393,1394],"settings","options",{"title":1396,"description":1397,"path":1398,"category":1322,"updatedAt":532,"sourceType":439,"tags":1399},"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",[734,811,812,755,1146],{"title":1401,"description":1402,"path":1403,"category":1322,"updatedAt":680,"sourceType":439,"tags":1404},"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",[635,891,1405,977,1328],"scheduler",{"title":1407,"description":1408,"path":1409,"category":1322,"updatedAt":1085,"sourceType":439,"tags":1410},"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",[519,754,1411,1412,647],"secretref","sessionStorage",{"title":1414,"description":1415,"path":1416,"category":1417,"updatedAt":775,"sourceType":439,"tags":1418},"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",[1419,1420,1421,1165,880],"debugging","debug","runtime-overrides",{"title":1423,"description":1424,"path":1425,"category":1322,"updatedAt":652,"sourceType":439,"tags":1426},"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",[1334,1427,1428,1420,1328],"logging","flags",{"title":1430,"description":1431,"path":1432,"category":1322,"updatedAt":652,"sourceType":439,"tags":1433},"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",[674,1434,1435,655,1328],"dmScope","identityLinks",{"title":1437,"description":1438,"path":1439,"category":1322,"updatedAt":652,"sourceType":439,"tags":1440},"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",[1165,1166,1334,1441,1328],"migrations",{"title":1443,"description":1444,"path":1445,"category":1322,"updatedAt":652,"sourceType":439,"tags":1446},"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",[1020,476,682,1447,1328],"shell",{"title":1449,"description":1450,"path":1451,"category":1322,"updatedAt":573,"sourceType":461,"tags":1452},"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",[1453,1240,725,1454,1242],"sources","trust",{"title":1456,"description":1457,"path":1458,"category":1322,"updatedAt":532,"sourceType":439,"tags":1459},"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",[464,1460,637,1093,627],"rpc",{"title":1462,"description":1463,"path":1464,"category":1322,"updatedAt":652,"sourceType":439,"tags":1465},"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",[811,812,464,626,1328],{"title":1467,"description":1468,"path":1469,"category":1322,"updatedAt":1085,"sourceType":439,"tags":1470},"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",[674,464,586,519,1328],{"title":1472,"description":1473,"path":1474,"category":1322,"updatedAt":680,"sourceType":439,"tags":1475},"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",[464,1093,1476,1477,1328],"protocol","scopes",{"title":1479,"description":1480,"path":1481,"category":1322,"updatedAt":670,"sourceType":439,"tags":1482},"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",[673,1483,655,897,830],"mention",{"title":1485,"description":1486,"path":1487,"category":1322,"updatedAt":680,"sourceType":439,"tags":1488},"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",[1139,1489,1490,1491,1328],"visibility","activeHours","alerts",{"title":1493,"description":1494,"path":1495,"category":1322,"updatedAt":670,"sourceType":439,"tags":1496},"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",[1087,1093,1497,464,1328],"sdk",{"title":1499,"description":1500,"path":1501,"category":1322,"updatedAt":670,"sourceType":439,"tags":1502},"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",[476,1503,1117,1504,1328],"include","arrays",{"title":1506,"description":1507,"path":1508,"category":1322,"updatedAt":652,"sourceType":439,"tags":1509},"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",[926,1510,779,510,1328],"invoke",{"title":1512,"description":1513,"path":1514,"category":1322,"updatedAt":680,"sourceType":439,"tags":1515},"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",[467,1516,1517,1518,1519,1328],"hybrid-search","ranking","mmr","retrieval",{"title":1521,"description":1522,"path":1523,"category":1322,"updatedAt":573,"sourceType":439,"tags":1524},"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",[581,1525,647,645,1328],"probe",{"title":1527,"description":1528,"path":1529,"category":1322,"updatedAt":1015,"sourceType":439,"tags":1530},"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",[811,812,1363,1531,1146],"credentials",{"title":1533,"description":1534,"path":1535,"category":1322,"updatedAt":573,"sourceType":439,"tags":1536},"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",[567,708,1537,1538,1242,1328],"npm","pin",{"title":1540,"description":1541,"path":1542,"category":1417,"updatedAt":532,"sourceType":439,"tags":1543},"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 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之间更清晰的协作关系。","/news/openclaw-cli-control-plane-watch-2026-03-21","https://docs.openclaw.ai/cli",[637,464,1460,627,483],{"title":1962,"description":1963,"path":1964,"category":1890,"date":652,"updatedAt":652,"sourceType":439,"source":1965,"tags":1966},"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",[476,1020,654,1967,483],"overrides",{"title":1969,"description":1970,"path":1971,"category":1683,"date":532,"updatedAt":532,"sourceType":439,"source":1878,"tags":1972},"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 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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",[2081,467,762,2118,2119],"vector-search","knowledge",{"title":2121,"description":2122,"path":2123,"category":1890,"date":670,"updatedAt":670,"sourceType":439,"source":2124,"tags":2125},"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",[1483,673,700,702,769],{"title":2127,"description":2128,"path":2129,"category":1890,"date":652,"updatedAt":652,"sourceType":439,"source":2130,"tags":2131},"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",[830,586,655,834,445],{"title":2133,"description":2134,"path":2135,"category":1890,"date":573,"updatedAt":573,"sourceType":439,"source":1959,"tags":2136},"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",[581,1525,645,647,1202],{"title":2138,"description":2139,"path":2140,"category":1890,"date":670,"updatedAt":670,"sourceType":439,"source":2141,"tags":2142},"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",[1255,755,734,811,534],{"title":2155,"description":2156,"path":2157,"category":1890,"date":680,"updatedAt":680,"sourceType":439,"source":2158,"tags":2159},"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",[519,586,1093,1255,627],{"title":2161,"description":2162,"path":2163,"category":1890,"date":670,"updatedAt":670,"sourceType":439,"source":2001,"tags":2164},"OpenClaw 的 pairing CLI 正在从单条 approve 命令长成正式入口治理面","官方最近把 pairing CLI 的 list、clear、--account 和 --notify 等行为写得更完整了，也让聊天入口审批越来越像一套正式的运营控制面。","/news/openclaw-pairing-cli-scope-watch-2026-03-25",[811,1363,445,1364,483],{"title":2166,"description":2167,"path":2168,"category":1683,"date":532,"updatedAt":532,"sourceType":439,"source":2169,"tags":2170},"OpenClaw 官方插件生态观察：社区插件、内置 Provider 插件与 Hook Pack 正在形成更完整扩展层","基于 2026 年 3 月 21 日可见的官方插件与 hooks 文档，整理 OpenClaw 插件生态最近最值得关注的三个变化：社区插件目录、package pack、多层 hooks 组织方式。","/news/openclaw-plugin-ecosystem-watch-2026-03-21","https://docs.openclaw.ai/plugins",[567,726,569,725,727],{"title":2172,"description":2173,"path":2174,"category":1890,"date":573,"updatedAt":573,"sourceType":439,"source":2175,"tags":2176},"OpenClaw 插件观察：安装 spec 和 update tracking 正在决定插件后续会沿哪条轨道走","基于 2026 年 3 月 24 日可见的官方 plugins CLI 文档，最近插件层最值得关注的变化之一是 install spec、--pin 与 plugins.installs 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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",[645,581,626,647,944],{"title":2190,"description":2191,"path":2192,"category":1890,"date":680,"updatedAt":680,"sourceType":439,"source":2193,"tags":2194},"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",[645,1327,581,464,483],{"title":2196,"description":2197,"path":2198,"category":1683,"date":532,"updatedAt":532,"sourceType":439,"source":1878,"tags":2199},"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",[1240,1241,1243,1242],{"title":2201,"description":2202,"path":2203,"category":1890,"date":652,"updatedAt":652,"sourceType":439,"source":1904,"tags":2204},"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",[519,811,626,534,1146],{"title":2206,"description":2207,"path":2208,"category":1890,"date":670,"updatedAt":670,"sourceType":439,"source":2209,"tags":2210},"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",[655,654,2211,445,656],"threads",{"title":2213,"description":2214,"path":2215,"category":1890,"date":632,"updatedAt":632,"sourceType":439,"source":2216,"tags":2217},"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",[985,872,986,560,466],{"title":2219,"description":2220,"path":2221,"category":1890,"date":670,"updatedAt":670,"sourceType":439,"source":2222,"tags":2223},"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",[1565,2224,2225,1564,483],"snapshot","rotation",{"title":2227,"description":2228,"path":2229,"category":1890,"date":670,"updatedAt":670,"sourceType":439,"source":2089,"tags":2230},"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",[674,484,1434,811,1281],{"title":2232,"description":2233,"path":2234,"category":1890,"date":573,"updatedAt":573,"sourceType":439,"source":2235,"tags":2236},"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",[484,1266,1268,1267,483],{"title":2238,"description":2239,"path":2240,"category":2241,"date":460,"updatedAt":460,"sourceType":725,"source":2242,"tags":2243},"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",[484,2244,843,446],"compliance",{"title":2246,"description":2247,"path":2248,"category":1890,"date":652,"updatedAt":652,"sourceType":439,"source":2222,"tags":2249},"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",[484,1564,779,2250,483],"proxy",{"title":2252,"description":2253,"path":2254,"category":1890,"date":1575,"updatedAt":1575,"sourceType":439,"source":2255,"tags":2256},"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",[674,1578,1043,1577,464],{"title":2258,"description":2259,"path":2260,"category":1890,"date":1575,"updatedAt":1575,"sourceType":439,"source":2261,"tags":2262},"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",[611,637,1584,1266,483],{"title":2264,"description":2265,"path":2266,"category":1890,"date":670,"updatedAt":670,"sourceType":439,"source":2267,"tags":2268},"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",[484,1281,1282,2269,464],"sandbox",{"title":2271,"description":2272,"path":2273,"category":1683,"date":532,"updatedAt":532,"sourceType":439,"source":2079,"tags":2274},"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",[2081,725,700,477,511],{"title":2276,"description":2277,"path":2278,"category":1890,"date":680,"updatedAt":680,"sourceType":439,"source":2267,"tags":2279},"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 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