[{"data":1,"prerenderedAt":3082},["ShallowReactive",2],{"best-practices:content-network-editorial-playbook":3,"content-manifest":435},{"id":4,"title":5,"body":6,"category":413,"date":414,"description":415,"difficulty":416,"extension":417,"meta":418,"navigation":419,"path":420,"seo":421,"source":422,"sourceName":423,"sourceType":424,"stem":425,"tags":426,"updatedAt":433,"__hash__":434},"bestPractices/best-practices/content-network-editorial-playbook.md","内容网络编辑手册：把文档、实践、新闻和专题真正织成一套知识体系",{"type":7,"value":8,"toc":384},"minimark",[9,13,17,24,27,38,41,46,49,53,56,59,62,65,68,72,75,78,81,84,95,99,102,107,110,121,124,141,145,148,151,159,162,177,180,184,187,190,198,201,206,209,223,227,230,247,250,255,258,269,273,276,279,282,296,299,310,313,326,329,343,347,351,355,359,363,367,370,381],[10,11,5],"h1",{"id":12},"内容网络编辑手册把文档实践新闻和专题真正织成一套知识体系",[14,15,16],"p",{},"内容站做到一定阶段后，最容易出现的问题不是“没内容”，而是：",[18,19,20],"ul",{},[21,22,23],"li",{},"内容很多，但彼此像孤岛",[14,25,26],{},"尤其像 OpenClawCN 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长文最值得承担的是“跨层整合”",[14,100,101],{},"单篇短文更适合回答一个具体问题，但长文更值钱的地方在于：",[18,103,104],{},[21,105,106],{},"把原本分散在多个栏目里的知识重新串起来",[14,108,109],{},"所以最适合做成长文的，一般不是单个命令介绍，而是：",[18,111,112,115,118],{},[21,113,114],{},"一整条运行链路",[21,116,117],{},"一整组能力栈",[21,119,120],{},"一整套团队方法",[14,122,123],{},"例如更适合长文化的主题通常是：",[18,125,126,129,132,135,138],{},[21,127,128],{},"从首次部署到长期运行",[21,130,131],{},"从 Skills 到 Workflows 的扩展栈",[21,133,134],{},"团队长期运行蓝图",[21,136,137],{},"provider 故障恢复与治理",[21,139,140],{},"浏览器控制面与渠道入口的信任链",[42,142,144],{"id":143},"_3-每篇长文都应该承担中心节点角色","3. 每篇长文都应该承担“中心节点”角色",[14,146,147],{},"如果长文只是更长的一篇普通文章，它的价值其实很有限。",[14,149,150],{},"更适合的做法是让每篇长文都承担中心节点角色，也就是：",[18,152,153,156],{},[21,154,155],{},"对上承接多个分散页面",[21,157,158],{},"对下再拆给不同读者的下一步入口",[14,160,161],{},"一篇好的中心长文，至少应该做到：",[163,164,165,168,171,174],"ol",{},[21,166,167],{},"先给总问题",[21,169,170],{},"再拆分层",[21,172,173],{},"每一层都链接回更具体的文档或实践",[21,175,176],{},"最后再根据读者阶段给下一步阅读路径",[14,178,179],{},"这样长文才不是“更长”，而是“更能组织站内知识”。",[42,181,183],{"id":182},"_4-新闻和长文之间最适合的关系不是互相重复而是观察-沉淀","4. 新闻和长文之间，最适合的关系不是互相重复，而是“观察 -> 沉淀”",[14,185,186],{},"新闻动态天然更快，但也天然更碎。",[14,188,189],{},"它更适合承担的是：",[18,191,192,195],{},[21,193,194],{},"捕捉变化",[21,196,197],{},"解释最近为什么值得注意",[14,199,200],{},"而长文更适合承担的是：",[18,202,203],{},[21,204,205],{},"把多次变化沉淀成稳定认知",[14,207,208],{},"更理想的节奏通常是：",[163,210,211,214,217,220],{},[21,212,213],{},"新闻先追新变化",[21,215,216],{},"多篇新闻围绕一条主题积累",[21,218,219],{},"当主题开始成形时，再整合成长文",[21,221,222],{},"长文再回链到相关文档、实践和专题",[42,224,226],{"id":225},"_5-专题页最适合充当长文的导航前厅","5. 专题页最适合充当“长文的导航前厅”",[14,228,229],{},"你站里已经有：",[18,231,232,235,238,241,244],{},[21,233,234],{},"学习路径",[21,236,237],{},"主题中心",[21,239,240],{},"工具系列",[21,242,243],{},"生态页",[21,245,246],{},"案例专题",[14,248,249],{},"这些页面最值钱的地方，并不是自己再讲一遍所有内容，而是：",[18,251,252],{},[21,253,254],{},"帮读者更快进入最合适的长文或核心页",[14,256,257],{},"所以更适合的写法通常是：",[18,259,260,263,266],{},[21,261,262],{},"专题页负责分流和聚合",[21,264,265],{},"长文负责跨层整合",[21,267,268],{},"单页文档负责精确解释",[42,270,272],{"id":271},"_6-站内最值得持续建设的是长文串联链","6. 站内最值得持续建设的是“长文串联链”",[14,274,275],{},"如果你想让站点越写越像知识体系，而不是内容仓库，最值得长期维护的是几条稳定长文链。",[14,277,278],{},"例如：",[50,280,281],{"id":281},"系统理解链",[18,283,284,287,290,293],{},[21,285,286],{},"产品定位",[21,288,289],{},"阅读路径",[21,291,292],{},"核心能力总览",[21,294,295],{},"完整系统地图",[50,297,298],{"id":298},"扩展能力链",[18,300,301,304,307],{},[21,302,303],{},"Tools 总览",[21,305,306],{},"Plugins / Hooks / Skills",[21,308,309],{},"扩展栈完整地图",[50,311,312],{"id":312},"团队运维链",[18,314,315,318,321,324],{},[21,316,317],{},"Gateway 运维",[21,319,320],{},"安全基础",[21,322,323],{},"调试与排障",[21,325,134],{},[50,327,328],{"id":328},"内容运营链",[18,330,331,334,337,340],{},[21,332,333],{},"新闻观察",[21,335,336],{},"长文整合",[21,338,339],{},"案例承接",[21,341,342],{},"专题分流",[42,344,346],{"id":345},"_7-编辑时最值得遵守的四个规则","7. 编辑时最值得遵守的四个规则",[50,348,350],{"id":349},"_1-每篇内容只承担一个主职责","1. 每篇内容只承担一个主职责",[50,352,354],{"id":353},"_2-长文必须跨层不要只是堆更多小标题","2. 长文必须跨层，不要只是堆更多小标题",[50,356,358],{"id":357},"_3-每篇内容都要给下一步","3. 每篇内容都要给下一步",[50,360,362],{"id":361},"_4-不要均匀铺内容要围绕主题簇做内容网络","4. 不要均匀铺内容，要围绕主题簇做内容网络",[42,364,366],{"id":365},"_8-最后用一句话收住","8. 最后用一句话收住",[14,368,369],{},"内容站真正成熟的标志，不是页面数量多，而是：",[18,371,372,375,378],{},[21,373,374],{},"单页能回答问题",[21,376,377],{},"专题能帮人分流",[21,379,380],{},"长文能把分散知识重新织回体系",[14,382,383],{},"只要持续按这个方向补，站点就会越来越像一套可运营的知识产品，而不是内容列表。",{"title":385,"searchDepth":386,"depth":386,"links":387},"",2,[388,396,397,398,399,400,406,412],{"id":44,"depth":386,"text":45,"children":389},[390,392,393,394,395],{"id":52,"depth":391,"text":52},3,{"id":58,"depth":391,"text":58},{"id":64,"depth":391,"text":64},{"id":70,"depth":391,"text":71},{"id":77,"depth":391,"text":77},{"id":97,"depth":386,"text":98},{"id":143,"depth":386,"text":144},{"id":182,"depth":386,"text":183},{"id":225,"depth":386,"text":226},{"id":271,"depth":386,"text":272,"children":401},[402,403,404,405],{"id":281,"depth":391,"text":281},{"id":298,"depth":391,"text":298},{"id":312,"depth":391,"text":312},{"id":328,"depth":391,"text":328},{"id":345,"depth":386,"text":346,"children":407},[408,409,410,411],{"id":349,"depth":391,"text":350},{"id":353,"depth":391,"text":354},{"id":357,"depth":391,"text":358},{"id":361,"depth":391,"text":362},{"id":365,"depth":386,"text":366},"内容运营",null,"面向内容站运营，把文档、最佳实践、新闻动态、专题页和学习路径放到同一张编辑地图里，帮助持续产出更完整、更可回流的长文和系列内容。","中级","md",{},true,"/best-practices/content-network-editorial-playbook",{"title":5,"description":415},"https://docs.openclaw.ai","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",[449,450,451,452,453,454],"concepts","gateway","agent","channels","tools","memory",{"title":456,"description":457,"path":458,"category":445,"updatedAt":459,"sourceType":447,"tags":460},"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",[461,462,463,464,465],"developers","teams","architecture","configuration","skills",{"title":467,"description":468,"path":469,"category":445,"updatedAt":459,"sourceType":447,"tags":470},"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",[471,472,450,473,474],"enterprise","operations","security","upgrades",{"title":476,"description":477,"path":478,"category":445,"updatedAt":479,"sourceType":424,"tags":480},"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",[451,481,482,483],"quickstart","tutorial","basics",{"title":485,"description":486,"path":487,"category":445,"updatedAt":479,"sourceType":424,"tags":488},"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",[452,481,482,483],{"title":490,"description":491,"path":492,"category":445,"updatedAt":479,"sourceType":424,"tags":493},"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",[465,481,482,483],{"title":495,"description":496,"path":497,"category":445,"updatedAt":479,"sourceType":424,"tags":498},"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",[499,500,481,482],"workflow","automation",{"title":502,"description":503,"path":504,"category":445,"updatedAt":479,"sourceType":424,"tags":505},"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",[481,506,507,508],"installation","onboarding","dashboard",{"title":510,"description":511,"path":512,"category":445,"updatedAt":513,"sourceType":424,"tags":514},"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",[507,515,516,450],"daemon","setup",{"title":518,"description":519,"path":520,"category":445,"updatedAt":521,"sourceType":424,"tags":522},"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",[507,523,524,450,525],"remote","local","wizard",{"title":527,"description":528,"path":529,"category":445,"updatedAt":459,"sourceType":447,"tags":530},"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",[531,532,508,452,465],"personal","getting-started",{"title":534,"description":535,"path":536,"category":537,"updatedAt":513,"sourceType":424,"tags":538},"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",[539,540,430,507],"reading-path","overview",{"title":542,"description":543,"path":544,"category":545,"updatedAt":546,"sourceType":424,"tags":547},"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",[540,548,452,549],"self-hosted","assistant",{"title":551,"description":552,"path":553,"category":445,"updatedAt":459,"sourceType":447,"tags":554},"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 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之间各自适合什么场景。","/docs/operations/trusted-proxy-vs-tailscale-serve",[1294,1119,1295,639,450,473],{"title":1302,"description":1303,"path":1304,"category":1101,"updatedAt":563,"sourceType":424,"tags":1305},"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",[1306,452,1307,1308,1309,1310],"update","stable","beta","dev","rollout",{"title":1312,"description":1313,"path":1314,"category":1315,"updatedAt":433,"sourceType":424,"tags":1316},"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",[1317,1318,1319,1320,1321],"anthropic","429","context1m","failover","reference",{"title":1323,"description":1324,"path":1325,"category":1315,"updatedAt":513,"sourceType":424,"tags":1326},"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",[1321,629,1010,1327],"diagnostics",{"title":1329,"description":1330,"path":1331,"category":1315,"updatedAt":563,"sourceType":424,"tags":1332},"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",[770,890,768,450,1333,1321],"node",{"title":1335,"description":1336,"path":1337,"category":1315,"updatedAt":433,"sourceType":424,"tags":1338},"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",[639,912,1320,603,1321],{"title":1340,"description":1341,"path":1342,"category":1315,"updatedAt":433,"sourceType":424,"tags":1343},"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",[804,1344,691,805,1321],"bootstrapToken",{"title":1346,"description":1347,"path":1348,"category":1321,"updatedAt":598,"sourceType":424,"tags":1349},"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",[1350,602,648,611,1211,601],"templates",{"title":1352,"description":1353,"path":1354,"category":1315,"updatedAt":662,"sourceType":424,"tags":1355},"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",[804,1356,452,1357,1140],"allowFrom","account",{"title":1359,"description":1360,"path":1361,"category":1315,"updatedAt":766,"sourceType":424,"tags":1362},"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",[629,1321,1363,1364],"commands","terminal",{"title":1366,"description":1367,"path":1368,"category":1315,"updatedAt":433,"sourceType":424,"tags":1369},"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",[1370,1371,639,637,1321],"cloudflare-ai-gateway","headers",{"title":1373,"description":1374,"path":1375,"category":1376,"updatedAt":563,"sourceType":716,"tags":1377},"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",[716,1378,1379,1380],"github","issues","feedback",{"title":1382,"description":1383,"path":1384,"category":1315,"updatedAt":766,"sourceType":424,"tags":1385},"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",[464,1321,1386,1387],"settings","options",{"title":1389,"description":1390,"path":1391,"category":1315,"updatedAt":521,"sourceType":424,"tags":1392},"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",[725,804,805,746,1140],{"title":1394,"description":1395,"path":1396,"category":1315,"updatedAt":433,"sourceType":424,"tags":1397},"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",[627,884,1398,970,1321],"scheduler",{"title":1400,"description":1401,"path":1402,"category":1315,"updatedAt":1079,"sourceType":424,"tags":1403},"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",[508,745,1404,1405,639],"secretref","sessionStorage",{"title":1407,"description":1408,"path":1409,"category":1410,"updatedAt":766,"sourceType":424,"tags":1411},"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",[1412,1413,1414,1159,873],"debugging","debug","runtime-overrides",{"title":1416,"description":1417,"path":1418,"category":1315,"updatedAt":644,"sourceType":424,"tags":1419},"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",[1327,1420,1421,1413,1321],"logging","flags",{"title":1423,"description":1424,"path":1425,"category":1315,"updatedAt":644,"sourceType":424,"tags":1426},"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",[666,1427,1428,647,1321],"dmScope","identityLinks",{"title":1430,"description":1431,"path":1432,"category":1315,"updatedAt":644,"sourceType":424,"tags":1433},"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",[1159,1160,1327,1434,1321],"migrations",{"title":1436,"description":1437,"path":1438,"category":1315,"updatedAt":644,"sourceType":424,"tags":1439},"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",[1013,464,673,1440,1321],"shell",{"title":1442,"description":1443,"path":1444,"category":1315,"updatedAt":563,"sourceType":447,"tags":1445},"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",[1446,1233,716,1447,1235],"sources","trust",{"title":1449,"description":1450,"path":1451,"category":1315,"updatedAt":521,"sourceType":424,"tags":1452},"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",[450,1453,629,1087,619],"rpc",{"title":1455,"description":1456,"path":1457,"category":1315,"updatedAt":644,"sourceType":424,"tags":1458},"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",[804,805,450,618,1321],{"title":1460,"description":1461,"path":1462,"category":1315,"updatedAt":1079,"sourceType":424,"tags":1463},"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",[666,450,578,508,1321],{"title":1465,"description":1466,"path":1467,"category":1315,"updatedAt":433,"sourceType":424,"tags":1468},"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",[450,1087,1469,1470,1321],"protocol","scopes",{"title":1472,"description":1473,"path":1474,"category":1315,"updatedAt":662,"sourceType":424,"tags":1475},"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",[665,1476,647,890,823],"mention",{"title":1478,"description":1479,"path":1480,"category":1315,"updatedAt":433,"sourceType":424,"tags":1481},"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",[1133,1482,1483,1484,1321],"visibility","activeHours","alerts",{"title":1486,"description":1487,"path":1488,"category":1315,"updatedAt":662,"sourceType":424,"tags":1489},"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",[1081,1087,1490,450,1321],"sdk",{"title":1492,"description":1493,"path":1494,"category":1315,"updatedAt":662,"sourceType":424,"tags":1495},"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",[464,1496,1111,1497,1321],"include","arrays",{"title":1499,"description":1500,"path":1501,"category":1315,"updatedAt":644,"sourceType":424,"tags":1502},"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",[919,1503,770,499,1321],"invoke",{"title":1505,"description":1506,"path":1507,"category":1315,"updatedAt":433,"sourceType":424,"tags":1508},"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",[454,1509,1510,1511,1512,1321],"hybrid-search","ranking","mmr","retrieval",{"title":1514,"description":1515,"path":1516,"category":1315,"updatedAt":563,"sourceType":424,"tags":1517},"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",[571,1518,639,637,1321],"probe",{"title":1520,"description":1521,"path":1522,"category":1315,"updatedAt":1008,"sourceType":424,"tags":1523},"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",[804,805,1356,1524,1140],"credentials",{"title":1526,"description":1527,"path":1528,"category":1315,"updatedAt":563,"sourceType":424,"tags":1529},"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",[555,699,1530,1531,1235,1321],"npm","pin",{"title":1533,"description":1534,"path":1535,"category":1410,"updatedAt":521,"sourceType":424,"tags":1536},"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",[629,450,1453,619,472],{"title":1957,"description":1958,"path":1959,"category":1885,"date":644,"updatedAt":644,"sourceType":424,"source":1960,"tags":1961},"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",[464,1013,646,1962,472],"overrides",{"title":1964,"description":1965,"path":1966,"category":1678,"date":521,"updatedAt":521,"sourceType":424,"source":1873,"tags":1967},"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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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",[461,465,717,1616],{"title":1993,"description":1994,"path":1995,"category":1885,"date":662,"updatedAt":662,"sourceType":424,"source":1996,"tags":1997},"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",[805,804,745,1153,1998],"rotate",{"title":2000,"description":2001,"path":2002,"category":1885,"date":644,"updatedAt":644,"sourceType":424,"source":2003,"tags":2004},"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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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",[2077,454,753,2114,2115],"vector-search","knowledge",{"title":2117,"description":2118,"path":2119,"category":1885,"date":662,"updatedAt":662,"sourceType":424,"source":2120,"tags":2121},"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",[1476,665,691,693,760],{"title":2123,"description":2124,"path":2125,"category":1885,"date":644,"updatedAt":644,"sourceType":424,"source":2126,"tags":2127},"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",[823,578,647,827,452],{"title":2129,"description":2130,"path":2131,"category":1885,"date":563,"updatedAt":563,"sourceType":424,"source":1954,"tags":2132},"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",[571,1518,637,639,1196],{"title":2134,"description":2135,"path":2136,"category":1885,"date":662,"updatedAt":662,"sourceType":424,"source":2137,"tags":2138},"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",[1248,746,725,804,523],{"title":2151,"description":2152,"path":2153,"category":1885,"date":433,"updatedAt":433,"sourceType":424,"source":2154,"tags":2155},"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",[508,578,1087,1248,619],{"title":2157,"description":2158,"path":2159,"category":1885,"date":662,"updatedAt":662,"sourceType":424,"source":1996,"tags":2160},"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",[804,1356,452,1357,472],{"title":2162,"description":2163,"path":2164,"category":1678,"date":521,"updatedAt":521,"sourceType":424,"source":2165,"tags":2166},"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",[555,717,557,716,718],{"title":2168,"description":2169,"path":2170,"category":1885,"date":563,"updatedAt":563,"sourceType":424,"source":2171,"tags":2172},"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",[637,571,618,639,937],{"title":2186,"description":2187,"path":2188,"category":1885,"date":433,"updatedAt":433,"sourceType":424,"source":2189,"tags":2190},"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",[637,1320,571,450,472],{"title":2192,"description":2193,"path":2194,"category":1678,"date":521,"updatedAt":521,"sourceType":424,"source":1873,"tags":2195},"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",[1233,1234,1236,1235],{"title":2197,"description":2198,"path":2199,"category":1885,"date":644,"updatedAt":644,"sourceType":424,"source":1899,"tags":2200},"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",[508,804,618,523,1140],{"title":2202,"description":2203,"path":2204,"category":1885,"date":662,"updatedAt":662,"sourceType":424,"source":2205,"tags":2206},"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",[647,646,2207,452,648],"threads",{"title":2209,"description":2210,"path":2211,"category":1885,"date":624,"updatedAt":624,"sourceType":424,"source":2212,"tags":2213},"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",[978,865,979,548,453],{"title":2215,"description":2216,"path":2217,"category":1885,"date":662,"updatedAt":662,"sourceType":424,"source":2218,"tags":2219},"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",[1558,2220,2221,1557,472],"snapshot","rotation",{"title":2223,"description":2224,"path":2225,"category":1885,"date":662,"updatedAt":662,"sourceType":424,"source":2085,"tags":2226},"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",[666,473,1427,804,1274],{"title":2228,"description":2229,"path":2230,"category":1885,"date":563,"updatedAt":563,"sourceType":424,"source":2231,"tags":2232},"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",[473,1259,1261,1260,472],{"title":2234,"description":2235,"path":2236,"category":2237,"date":446,"updatedAt":446,"sourceType":716,"source":2238,"tags":2239},"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",[473,2240,836,471],"compliance",{"title":2242,"description":2243,"path":2244,"category":1885,"date":644,"updatedAt":644,"sourceType":424,"source":2218,"tags":2245},"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",[473,1557,770,2246,472],"proxy",{"title":2248,"description":2249,"path":2250,"category":1885,"date":1568,"updatedAt":1568,"sourceType":424,"source":2251,"tags":2252},"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",[666,1571,1036,1570,450],{"title":2254,"description":2255,"path":2256,"category":1885,"date":1568,"updatedAt":1568,"sourceType":424,"source":2257,"tags":2258},"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",[603,629,1577,1259,472],{"title":2260,"description":2261,"path":2262,"category":1885,"date":662,"updatedAt":662,"sourceType":424,"source":2263,"tags":2264},"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",[473,1274,1275,2265,450],"sandbox",{"title":2267,"description":2268,"path":2269,"category":1678,"date":521,"updatedAt":521,"sourceType":424,"source":2075,"tags":2270},"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",[2077,716,691,465,500],{"title":2272,"description":2273,"path":2274,"category":1885,"date":433,"updatedAt":433,"sourceType":424,"source":2263,"tags":2275},"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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