[{"data":1,"prerenderedAt":3100},["ShallowReactive",2],{"docs:operations/cron-retention-and-run-log-pruning":3,"content-manifest":456},{"id":4,"title":5,"body":6,"category":436,"date":437,"description":438,"extension":439,"meta":440,"navigation":441,"path":442,"seo":443,"source":444,"sourceName":445,"sourceType":446,"stem":447,"tags":448,"updatedAt":454,"__hash__":455},"docs/docs/operations/cron-retention-and-run-log-pruning.md","Cron 的 retention 和 run log pruning 怎么工作",{"type":7,"value":8,"toc":413},"minimark",[9,13,22,32,35,40,43,51,54,58,61,68,71,81,84,91,94,101,104,109,112,117,120,124,127,130,141,144,152,159,162,164,176,178,185,188,191,205,208,212,215,230,233,238,241,245,248,253,256,261,264,269,273,276,292,295,299,302,315,318,323,326,331,334,338,341,351,354,357,360,389,392],[10,11,5],"h1",{"id":12},"cron-的-retention-和-run-log-pruning-怎么工作",[14,15,16,17,21],"p",{},"站里已经有一页在讲 ",[18,19,20],"code",{},"Cron vs Heartbeat","，但官方最近的 Cron Jobs 文档把另一层更值的东西也讲清楚了：",[23,24,25,29],"ul",{},[26,27,28],"li",{},"cron 不只是“会定时跑”",[26,30,31],{},"它还有自己的 maintenance 路径",[14,33,34],{},"如果你准备长期跑定时任务，这层不理解清楚，磁盘和会话状态迟早会慢慢膨胀。",[36,37,39],"h2",{"id":38},"先记住官方给的两条-maintenance-路径","先记住官方给的两条 maintenance 路径",[14,41,42],{},"Cron Jobs 文档当前明确写到，cron 有两条内建维护线：",[23,44,45,48],{},[26,46,47],{},"isolated run-session retention",[26,49,50],{},"run-log pruning",[14,52,53],{},"也就是说，cron 运行后的清理并不是“靠你自己手工管”，而是产品本身有明确的后台收口机制。",[36,55,57],{"id":56},"哪类-cron-会产生独立-run-session","哪类 cron 会产生独立 run session",[14,59,60],{},"重点在：",[23,62,63],{},[26,64,65],{},[18,66,67],{},"sessionTarget: \"isolated\"",[14,69,70],{},"这类任务不会借用主会话，而是为每次运行创建独立 run session，例如：",[72,73,79],"pre",{"className":74,"code":76,"language":77,"meta":78},[75],"language-text","...:cron:\u003CjobId>:run:\u003Cuuid>\n","text","",[18,80,76],{"__ignoreMap":78},[14,82,83],{},"这也是为什么它特别需要 retention。",[36,85,87,90],{"id":86},"cronsessionretention-在管什么",[18,88,89],{},"cron.sessionRetention"," 在管什么",[14,92,93],{},"官方当前默认值是：",[23,95,96],{},[26,97,98],{},[18,99,100],{},"24h",[14,102,103],{},"它控制的是：",[23,105,106],{},[26,107,108],{},"completed isolated run sessions 从 session store 里被清理掉的时间",[14,110,111],{},"更准确地说，它不是“删掉整个 cron job”，而是：",[23,113,114],{},[26,115,116],{},"清理完成后的 isolated run 会话记录",[14,118,119],{},"如果你把它关掉，长期高频 isolated cron 会越来越容易堆出大量 run session。",[36,121,123],{"id":122},"清理-run-session-时-transcript-会怎样","清理 run session 时 transcript 会怎样",[14,125,126],{},"这是官方文档里很值得单独提醒的一点。",[14,128,129],{},"当 expired run session 被清理后：",[23,131,132,135,138],{},[26,133,134],{},"如果 transcript 已经不再被 session store 引用",[26,136,137],{},"OpenClaw 会把 transcript 文件归档",[26,139,140],{},"然后再按同样 retention 清理旧 deleted archives",[14,142,143],{},"这意味着它不是粗暴直接抹掉，而更像：",[23,145,146,149],{},[26,147,148],{},"先脱离活动状态",[26,150,151],{},"再进入归档 / 清理节奏",[36,153,155,158],{"id":154},"cronrunlog-又在管什么",[18,156,157],{},"cron.runLog.*"," 又在管什么",[14,160,161],{},"这是另一条不同的维护线。",[14,163,93],{},[23,165,166,171],{},[26,167,168],{},[18,169,170],{},"cron.runLog.maxBytes = 2_000_000",[26,172,173],{},[18,174,175],{},"cron.runLog.keepLines = 2000",[14,177,103],{},[23,179,180],{},[26,181,182],{},[18,183,184],{},"~/.openclaw/cron/runs/\u003CjobId>.jsonl",[14,186,187],{},"这类 run log 文件的大小和保留行数。",[14,189,190],{},"所以：",[23,192,193,199],{},[26,194,195,198],{},[18,196,197],{},"sessionRetention"," 管 run session",[26,200,201,204],{},[18,202,203],{},"runLog.*"," 管 job 的 JSONL 运行日志",[14,206,207],{},"这两者不要混成同一个“保留策略”。",[36,209,211],{"id":210},"run-log-pruning-是什么时候发生的","run log pruning 是什么时候发生的",[14,213,214],{},"官方文档当前说明：",[23,216,217,220],{},[26,218,219],{},"每次 run append 之后都会检查文件大小",[26,221,222,223,226,227],{},"超过 ",[18,224,225],{},"maxBytes"," 就裁到最新的 ",[18,228,229],{},"keepLines",[14,231,232],{},"这意味着 run log pruning 是：",[23,234,235],{},[26,236,237],{},"持续发生的增量维护",[14,239,240],{},"而不是等你手工触发一次大清理。",[36,242,244],{"id":243},"为什么高频-scheduler-特别要看这条线","为什么高频 scheduler 特别要看这条线",[14,246,247],{},"官方专门补了一段 performance caveat：",[23,249,250],{},[26,251,252],{},"高频 cron 会带来大量 run-session 和 run-log 足迹",[14,254,255],{},"这对中文用户特别值，因为很多人一开始只想着：",[23,257,258],{},[26,259,260],{},"“能不能每 1 分钟跑一次”",[14,262,263],{},"但长期更该问的是：",[23,265,266],{},[26,267,268],{},"“每分钟跑一次，session 和 log 会长成什么样”",[36,270,272],{"id":271},"one-shot-job-的生命周期也值得记","one-shot job 的生命周期也值得记",[14,274,275],{},"CLI cron 文档还明确写到：",[23,277,278,285],{},[26,279,280,281,284],{},"one-shot (",[18,282,283],{},"--at",") 成功后默认会自动删除",[26,286,287,288,291],{},"可以用 ",[18,289,290],{},"--keep-after-run"," 保留",[14,293,294],{},"这意味着 one-shot 本身就已经有一层生命周期管理，不会默认永远堆在 jobs 列表里。",[36,296,298],{"id":297},"recurring-jobs-出错时不会无止境硬撞","recurring jobs 出错时不会无止境硬撞",[14,300,301],{},"官方 CLI cron 文档还补了一条最近很值的行为：",[23,303,304,307,312],{},[26,305,306],{},"recurring jobs 在连续报错后会走指数退避",[26,308,309],{},[18,310,311],{},"30s -> 1m -> 5m -> 15m -> 60m",[26,313,314],{},"下次成功后再回到正常 schedule",[14,316,317],{},"这说明 cron 的后台维护不只是清理磁盘，还包括：",[23,319,320],{},[26,321,322],{},"对失败节奏做自我缓冲",[36,324,325],{"id":325},"中文用户最容易踩的坑",[327,328,330],"h3",{"id":329},"_1-以为-isolated-cron-只是更干净","1. 以为 isolated cron 只是“更干净”",[14,332,333],{},"它确实更隔离，但也会生成更多独立 run session 和 transcript 足迹。",[327,335,337],{"id":336},"_2-只看-job-有没有成功不看-run-logs-和-retention","2. 只看 job 有没有成功，不看 run logs 和 retention",[14,339,340],{},"长期运行时，维护成本通常先体现在磁盘和会话数量上。",[327,342,344,345,347,348,350],{"id":343},"_3-把-sessionretention-和-runlog-当成同一件事","3. 把 ",[18,346,197],{}," 和 ",[18,349,203],{}," 当成同一件事",[14,352,353],{},"它们管的是两类不同对象。",[36,355,356],{"id":356},"一条更稳的配置思路",[14,358,359],{},"建议按这个顺序看：",[361,362,363,369,374,382],"ol",{},[26,364,365,366],{},"先决定哪些任务真要 ",[18,367,368],{},"isolated",[26,370,371,372],{},"对高频任务控制好 ",[18,373,197],{},[26,375,376,377,347,380],{},"再根据作业量调整 ",[18,378,379],{},"runLog.maxBytes",[18,381,229],{},[26,383,384,385,388],{},"周期性看一次 ",[18,386,387],{},"~/.openclaw/cron/"," 和 session 足迹",[36,390,391],{"id":391},"下一步推荐",[23,393,394,401,407],{},[26,395,396],{},[397,398,400],"a",{"href":399},"/docs/operations/cron-vs-heartbeat","Cron 和 Heartbeat 应该怎么分工",[26,402,403],{},[397,404,406],{"href":405},"/best-practices/heartbeat-cron-composition","用 Heartbeat 和 Cron 做低噪音自动化",[26,408,409],{},[397,410,412],{"href":411},"/best-practices/session-reset-policy","长期使用时 session reset 策略怎么定",{"title":78,"searchDepth":414,"depth":414,"links":415},2,[416,417,418,420,421,423,424,425,426,427,434,435],{"id":38,"depth":414,"text":39},{"id":56,"depth":414,"text":57},{"id":86,"depth":414,"text":419},"cron.sessionRetention 在管什么",{"id":122,"depth":414,"text":123},{"id":154,"depth":414,"text":422},"cron.runLog.* 又在管什么",{"id":210,"depth":414,"text":211},{"id":243,"depth":414,"text":244},{"id":271,"depth":414,"text":272},{"id":297,"depth":414,"text":298},{"id":325,"depth":414,"text":325,"children":428},[429,431,432],{"id":329,"depth":430,"text":330},3,{"id":336,"depth":430,"text":337},{"id":343,"depth":430,"text":433},"3. 把 sessionRetention 和 runLog.* 当成同一件事",{"id":356,"depth":414,"text":356},{"id":391,"depth":414,"text":391},"运维",null,"基于最新官方 Cron Jobs 与配置文档，解释 isolated cron run 的 sessionRetention、runLog 裁剪、transcript archive 和高频调度下的磁盘足迹，避免把 cron 当成无限保留的后台队列。","md",{},true,"/docs/operations/cron-retention-and-run-log-pruning",{"title":5,"description":438},"https://docs.openclaw.ai/cron","OpenClaw Docs","official","docs/operations/cron-retention-and-run-log-pruning",[449,450,451,452,453],"cron","retention","pruning","runlog","operations","2026-03-22","eY0YLfVKiVOQ0Da9Ie-yDUSuQaMqbzlPzgZT77xpdJQ",{"generatedAt":457,"collections":458,"totals":3098},"2026-10-19T07:16:28.294Z",{"docs":459,"news":1684,"bestPractices":2443},{"count":460,"items":461},171,[462,476,487,495,504,509,514,521,529,537,546,553,562,571,580,587,594,600,607,614,625,633,641,650,660,668,677,686,694,701,706,714,723,731,740,748,753,760,767,775,782,791,797,807,813,818,826,833,838,848,857,865,873,880,888,894,899,905,914,919,924,933,940,952,958,966,973,978,985,993,1000,1005,1011,1018,1024,1034,1040,1049,1057,1063,1068,1073,1081,1088,1094,1101,1109,1116,1122,1131,1139,1141,1147,1153,1160,1166,1175,1181,1188,1193,1202,1209,1217,1226,1233,1240,1250,1256,1262,1267,1275,1282,1289,1296,1302,1309,1314,1324,1335,1341,1347,1352,1358,1364,1371,1378,1385,1394,1401,1406,1412,1419,1428,1435,1442,1448,1454,1461,1467,1472,1477,1484,1490,1498,1504,1511,1517,1526,1532,1538,1545,1551,1557,1565,1572,1577,1585,1591,1597,1604,1611,1616,1623,1632,1639,1645,1652,1658,1664,1670,1679],{"title":463,"description":464,"path":465,"category":466,"updatedAt":467,"sourceType":468,"tags":469},"OpenClaw 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",[470,471,472,473,474,475],"concepts","gateway","agent","channels","tools","memory",{"title":477,"description":478,"path":479,"category":466,"updatedAt":480,"sourceType":468,"tags":481},"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",[482,483,484,485,486],"developers","teams","architecture","configuration","skills",{"title":488,"description":489,"path":490,"category":466,"updatedAt":480,"sourceType":468,"tags":491},"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",[492,453,471,493,494],"enterprise","security","upgrades",{"title":496,"description":497,"path":498,"category":466,"updatedAt":499,"sourceType":446,"tags":500},"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",[472,501,502,503],"quickstart","tutorial","basics",{"title":505,"description":506,"path":507,"category":466,"updatedAt":499,"sourceType":446,"tags":508},"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",[473,501,502,503],{"title":510,"description":511,"path":512,"category":466,"updatedAt":499,"sourceType":446,"tags":513},"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",[486,501,502,503],{"title":515,"description":516,"path":517,"category":466,"updatedAt":499,"sourceType":446,"tags":518},"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",[519,520,501,502],"workflow","automation",{"title":522,"description":523,"path":524,"category":466,"updatedAt":499,"sourceType":446,"tags":525},"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",[501,526,527,528],"installation","onboarding","dashboard",{"title":530,"description":531,"path":532,"category":466,"updatedAt":533,"sourceType":446,"tags":534},"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",[527,535,536,471],"daemon","setup",{"title":538,"description":539,"path":540,"category":466,"updatedAt":541,"sourceType":446,"tags":542},"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",[527,543,544,471,545],"remote","local","wizard",{"title":547,"description":548,"path":549,"category":466,"updatedAt":480,"sourceType":468,"tags":550},"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",[551,552,528,473,486],"personal","getting-started",{"title":554,"description":555,"path":556,"category":557,"updatedAt":533,"sourceType":446,"tags":558},"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",[559,560,561,527],"reading-path","overview","docs",{"title":563,"description":564,"path":565,"category":566,"updatedAt":567,"sourceType":446,"tags":568},"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",[560,569,473,570],"self-hosted","assistant",{"title":572,"description":573,"path":574,"category":466,"updatedAt":480,"sourceType":468,"tags":575},"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",[486,576,577,578,579],"plugins","multi-agent","hooks","decision",{"title":581,"description":582,"path":583,"category":466,"updatedAt":584,"sourceType":468,"tags":585},"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",[473,527,579,471,586],"safety",{"title":588,"description":589,"path":590,"category":466,"updatedAt":584,"sourceType":468,"tags":591},"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",[592,593,493,579,552],"models","configurations",{"title":595,"description":596,"path":597,"category":466,"updatedAt":584,"sourceType":468,"tags":598},"Dashboard、WebChat 和聊天渠道分别什么时候用","把 OpenClaw 最常见的三个使用入口拆开，帮助你判断什么时候该进 Dashboard，什么时候该用 WebChat，什么时候才值得接入 Telegram、飞书或 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把这类拒绝变成可恢复事件。","/docs/reference/anthropic-context1m-429-and-fallback","参考",[1330,1331,1332,1333,1334],"anthropic","429","context1m","failover","reference",{"title":1336,"description":1337,"path":1338,"category":1328,"updatedAt":533,"sourceType":446,"tags":1339},"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",[1334,649,1030,1340],"diagnostics",{"title":1342,"description":1343,"path":1344,"category":1328,"updatedAt":584,"sourceType":446,"tags":1345},"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",[790,910,788,471,1346,1334],"node",{"title":1348,"description":1349,"path":1350,"category":1328,"updatedAt":691,"sourceType":446,"tags":1351},"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",[659,932,1333,624,1334],{"title":1353,"description":1354,"path":1355,"category":1328,"updatedAt":691,"sourceType":446,"tags":1356},"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",[824,1357,711,825,1334],"bootstrapToken",{"title":1359,"description":1360,"path":1361,"category":1334,"updatedAt":619,"sourceType":446,"tags":1362},"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",[1363,623,667,632,1223,622],"templates",{"title":1365,"description":1366,"path":1367,"category":1328,"updatedAt":681,"sourceType":446,"tags":1368},"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",[824,1369,473,1370,1152],"allowFrom","account",{"title":1372,"description":1373,"path":1374,"category":1328,"updatedAt":786,"sourceType":446,"tags":1375},"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",[649,1334,1376,1377],"commands","terminal",{"title":1379,"description":1380,"path":1381,"category":1328,"updatedAt":691,"sourceType":446,"tags":1382},"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",[1383,1384,659,657,1334],"cloudflare-ai-gateway","headers",{"title":1386,"description":1387,"path":1388,"category":1389,"updatedAt":584,"sourceType":736,"tags":1390},"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",[736,1391,1392,1393],"github","issues","feedback",{"title":1395,"description":1396,"path":1397,"category":1328,"updatedAt":786,"sourceType":446,"tags":1398},"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",[485,1334,1399,1400],"settings","options",{"title":1402,"description":1403,"path":1404,"category":1328,"updatedAt":541,"sourceType":446,"tags":1405},"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",[745,824,825,766,1152],{"title":1407,"description":1408,"path":1409,"category":1328,"updatedAt":691,"sourceType":446,"tags":1410},"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",[449,904,1411,990,1334],"scheduler",{"title":1413,"description":1414,"path":1415,"category":1328,"updatedAt":1098,"sourceType":446,"tags":1416},"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",[528,765,1417,1418,659],"secretref","sessionStorage",{"title":1420,"description":1421,"path":1422,"category":1423,"updatedAt":786,"sourceType":446,"tags":1424},"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",[1425,1426,1427,1171,893],"debugging","debug","runtime-overrides",{"title":1429,"description":1430,"path":1431,"category":1328,"updatedAt":454,"sourceType":446,"tags":1432},"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",[1340,1433,1434,1426,1334],"logging","flags",{"title":1436,"description":1437,"path":1438,"category":1328,"updatedAt":454,"sourceType":446,"tags":1439},"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",[685,1440,1441,666,1334],"dmScope","identityLinks",{"title":1443,"description":1444,"path":1445,"category":1328,"updatedAt":454,"sourceType":446,"tags":1446},"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",[1171,1172,1340,1447,1334],"migrations",{"title":1449,"description":1450,"path":1451,"category":1328,"updatedAt":454,"sourceType":446,"tags":1452},"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",[1033,485,693,1453,1334],"shell",{"title":1455,"description":1456,"path":1457,"category":1328,"updatedAt":584,"sourceType":468,"tags":1458},"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",[1459,1246,736,1460,1248],"sources","trust",{"title":1462,"description":1463,"path":1464,"category":1328,"updatedAt":541,"sourceType":446,"tags":1465},"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",[471,1466,649,1106,640],"rpc",{"title":1468,"description":1469,"path":1470,"category":1328,"updatedAt":454,"sourceType":446,"tags":1471},"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",[824,825,471,639,1334],{"title":1473,"description":1474,"path":1475,"category":1328,"updatedAt":1098,"sourceType":446,"tags":1476},"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",[685,471,599,528,1334],{"title":1478,"description":1479,"path":1480,"category":1328,"updatedAt":691,"sourceType":446,"tags":1481},"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",[471,1106,1482,1483,1334],"protocol","scopes",{"title":1485,"description":1486,"path":1487,"category":1328,"updatedAt":681,"sourceType":446,"tags":1488},"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",[684,1489,666,910,843],"mention",{"title":1491,"description":1492,"path":1493,"category":1328,"updatedAt":691,"sourceType":446,"tags":1494},"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",[1145,1495,1496,1497,1334],"visibility","activeHours","alerts",{"title":1499,"description":1500,"path":1501,"category":1328,"updatedAt":681,"sourceType":446,"tags":1502},"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",[1100,1106,1503,471,1334],"sdk",{"title":1505,"description":1506,"path":1507,"category":1328,"updatedAt":681,"sourceType":446,"tags":1508},"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",[485,1509,1129,1510,1334],"include","arrays",{"title":1512,"description":1513,"path":1514,"category":1328,"updatedAt":454,"sourceType":446,"tags":1515},"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",[939,1516,790,519,1334],"invoke",{"title":1518,"description":1519,"path":1520,"category":1328,"updatedAt":691,"sourceType":446,"tags":1521},"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",[475,1522,1523,1524,1525,1334],"hybrid-search","ranking","mmr","retrieval",{"title":1527,"description":1528,"path":1529,"category":1328,"updatedAt":584,"sourceType":446,"tags":1530},"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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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",[528,1307,824,543,493],{"title":1946,"description":1947,"path":1948,"category":1898,"date":584,"updatedAt":584,"sourceType":446,"source":1906,"tags":1949},"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",[711,713,790,473,1261],{"title":1951,"description":1952,"path":1953,"category":1749,"date":467,"updatedAt":467,"sourceType":736,"source":1954,"tags":1955},"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",[1629,737,1752,1705],{"title":1957,"description":1958,"path":1959,"category":1898,"date":584,"updatedAt":584,"sourceType":446,"source":1960,"tags":1961},"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",[719,486,728,729,1962,720],"telemetry",{"title":1964,"description":1965,"path":1966,"category":1691,"date":541,"updatedAt":541,"sourceType":446,"source":1967,"tags":1968},"OpenClaw CLI 观察：命令行已经不只是辅助工具，而是在慢慢收敛成正式控制面","基于 2026 年 3 月 21 日可见的官方 CLI Reference、Gateway protocol 与 Dashboard 文档，整理最近最值得中文站关注的 CLI 变化：status/health/logs 分层、gateway RPC 边界，以及 Dashboard 和 CLI 之间更清晰的协作关系。","/news/openclaw-cli-control-plane-watch-2026-03-21","https://docs.openclaw.ai/cli",[649,471,1466,640,453],{"title":1970,"description":1971,"path":1972,"category":1898,"date":454,"updatedAt":454,"sourceType":446,"source":1973,"tags":1974},"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",[485,1033,665,1975,453],"overrides",{"title":1977,"description":1978,"path":1979,"category":1691,"date":541,"updatedAt":541,"sourceType":446,"source":1886,"tags":1980},"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",[1055,1056,624,475,1981],"continuity",{"title":1983,"description":1984,"path":1985,"category":1691,"date":541,"updatedAt":541,"sourceType":446,"source":1986,"tags":1987},"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",[745,528,1137,824,543],{"title":1989,"description":1990,"path":1991,"category":1898,"date":1098,"updatedAt":1098,"sourceType":446,"source":1912,"tags":1992},"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",[482,486,737,1629],{"title":2006,"description":2007,"path":2008,"category":1898,"date":681,"updatedAt":681,"sourceType":446,"source":2009,"tags":2010},"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",[825,824,765,1165,2011],"rotate",{"title":2013,"description":2014,"path":2015,"category":1898,"date":454,"updatedAt":454,"sourceType":446,"source":2016,"tags":2017},"OpenClaw 的诊断与修复工作流正在成型","官方最近围绕 Doctor、Diagnostics Flags、Debugging 和 sessions cleanup 的文档更新，正在把 OpenClaw 的排障方式从“看日志猜”推进到更清楚的 repair 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在高校与教学场景中的潜在落地方向，包括答疑、学习路径推荐和教师工作流辅助。","/news/openclaw-education-adoption-watch-2026-03-16","行业观察","content/tmp/2026-03-16/openclaw-education-sector-adoption.md",[2030,2031,2032,2033],"education","adoption","ai-tutor","higher-education",{"title":2035,"description":2036,"path":2037,"category":2027,"date":467,"updatedAt":467,"sourceType":736,"source":2038,"tags":2039},"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",[492,1631,519,1629],{"title":2041,"description":2042,"path":2043,"category":1691,"date":541,"updatedAt":541,"sourceType":446,"source":2044,"tags":2045},"OpenClaw 扩展层观察：ClawHub、插件托管 hooks 与 onboarding 勾选正在把扩展能力收拢成一条更完整链路","基于 2026 年 3 月 21 日可见的官方 Skills、ClawHub、Plugins 与 Hooks 文档，整理最近最值得中文站关注的扩展层变化：技能 registry、插件托管 hooks，以及 onboarding 阶段对推荐 hooks 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只是审批前端这几层边界写得更清楚了。","/news/openclaw-gateway-pairing-expiry-watch-2026-03-25","https://docs.openclaw.ai/gateway/pairing",[471,824,2058,765,639],"pending",{"title":2060,"description":2061,"path":2062,"category":1898,"date":1098,"updatedAt":1098,"sourceType":446,"source":2063,"tags":2064},"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",[471,685,599,528,2065],"state",{"title":2067,"description":2068,"path":2069,"category":1898,"date":681,"updatedAt":681,"sourceType":446,"source":2070,"tags":2071},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 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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",[2090,475,773,2126,2127],"vector-search","knowledge",{"title":2129,"description":2130,"path":2131,"category":1898,"date":681,"updatedAt":681,"sourceType":446,"source":2132,"tags":2133},"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",[1489,684,711,713,780],{"title":2135,"description":2136,"path":2137,"category":1898,"date":454,"updatedAt":454,"sourceType":446,"source":2138,"tags":2139},"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",[843,599,666,847,473],{"title":2141,"description":2142,"path":2143,"category":1898,"date":584,"updatedAt":584,"sourceType":446,"source":1967,"tags":2144},"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",[592,1531,657,659,1208],{"title":2146,"description":2147,"path":2148,"category":1898,"date":681,"updatedAt":681,"sourceType":446,"source":2149,"tags":2150},"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 文档，最近节点层最值得关注的变化之一是能力宿主边界正在被主动拆清。","/news/openclaw-node-host-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes",[639,823,471,824,825],{"title":2152,"description":2153,"path":2154,"category":1691,"date":541,"updatedAt":541,"sourceType":446,"source":2155,"tags":2156},"OpenClaw 接入观察：从 2026.1.29 的迁移信号到现在的 Onboarding Wizard，官方已经把“第一次跑通”做成更完整链路","基于 2026 年 3 月 21 日可见的官方 Onboarding、Install 与 Releases 页面，整理 OpenClaw 从命名迁移、路径自动迁移到本地/远程 wizard 分流这条接入链路最近最值得注意的变化。","/news/openclaw-onboarding-migration-watch-2026-03-21","https://docs.openclaw.ai/start/wizard",[527,1676,951,1677,1249],{"title":2158,"description":2159,"path":2160,"category":1898,"date":1098,"updatedAt":1098,"sourceType":446,"source":1986,"tags":2161},"OpenClaw 的远程 operator 正在从“谁都能开网页”转向浏览器级交接管理","随着 Dashboard、Control UI 和 device pairing 文档持续补强，官方越来越清楚地把浏览器 profile、设备 pairing 和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1261,766,745,824,543],{"title":2163,"description":2164,"path":2165,"category":1898,"date":691,"updatedAt":691,"sourceType":446,"source":2166,"tags":2167},"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",[528,599,1106,1261,640],{"title":2169,"description":2170,"path":2171,"category":1898,"date":681,"updatedAt":681,"sourceType":446,"source":2009,"tags":2172},"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",[824,1369,473,1370,453],{"title":2174,"description":2175,"path":2176,"category":1691,"date":541,"updatedAt":541,"sourceType":446,"source":2177,"tags":2178},"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",[576,737,578,736,738],{"title":2180,"description":2181,"path":2182,"category":1898,"date":584,"updatedAt":584,"sourceType":446,"source":2183,"tags":2184},"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 正在被官方主动连成一条生命周期链。","/news/openclaw-plugin-install-tracking-watch-2026-03-24","https://docs.openclaw.ai/cli/plugins",[576,719,1543,1544,1248],{"title":2186,"description":2187,"path":2188,"category":1898,"date":584,"updatedAt":584,"sourceType":446,"source":2189,"tags":2190},"OpenClaw 工作流观察：OpenProse 与 Lobster 的上下层分工正在变清楚","基于 2026 年 3 月 24 日可见的官方 Lobster 文档，最近最值得关注的信号是 OpenProse 与 Lobster 的边界正在被官方主动写清，多智能体准备和确定性执行不再混成一层。","/news/openclaw-prose-lobster-watch-2026-03-24","https://docs.openclaw.ai/tools/lobster",[938,939,519,790,577],{"title":2192,"description":2193,"path":2194,"category":1898,"date":691,"updatedAt":691,"sourceType":446,"source":2195,"tags":2196},"OpenClaw 正在把 provider、模型和远程执行分成不同治理层","官方最近围绕 Models、Model Failover 和 node 的文档更新，正在把 provider auth、模型 allowlist、多模态能力和远程 node 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",[657,592,639,659,957],{"title":2198,"description":2199,"path":2200,"category":1898,"date":691,"updatedAt":691,"sourceType":446,"source":2201,"tags":2202},"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",[657,1333,592,471,453],{"title":2204,"description":2205,"path":2206,"category":1691,"date":541,"updatedAt":541,"sourceType":446,"source":1886,"tags":2207},"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",[1246,1247,1249,1248],{"title":2209,"description":2210,"path":2211,"category":1898,"date":454,"updatedAt":454,"sourceType":446,"source":1912,"tags":2212},"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",[528,824,639,543,1152],{"title":2214,"description":2215,"path":2216,"category":1898,"date":681,"updatedAt":681,"sourceType":446,"source":2217,"tags":2218},"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",[666,665,2219,473,667],"threads",{"title":2221,"description":2222,"path":2223,"category":1898,"date":645,"updatedAt":645,"sourceType":446,"source":2224,"tags":2225},"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",[998,885,999,569,474],{"title":2227,"description":2228,"path":2229,"category":1898,"date":681,"updatedAt":681,"sourceType":446,"source":2230,"tags":2231},"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",[1571,2232,2233,1570,453],"snapshot","rotation",{"title":2235,"description":2236,"path":2237,"category":1898,"date":681,"updatedAt":681,"sourceType":446,"source":2098,"tags":2238},"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",[685,493,1440,824,1287],{"title":2240,"description":2241,"path":2242,"category":1898,"date":584,"updatedAt":584,"sourceType":446,"source":2243,"tags":2244},"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",[493,1272,1274,1273,453],{"title":2246,"description":2247,"path":2248,"category":2249,"date":467,"updatedAt":467,"sourceType":736,"source":2250,"tags":2251},"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",[493,2252,856,492],"compliance",{"title":2254,"description":2255,"path":2256,"category":1898,"date":454,"updatedAt":454,"sourceType":446,"source":2230,"tags":2257},"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",[493,1570,790,2258,453],"proxy",{"title":2260,"description":2261,"path":2262,"category":1898,"date":1581,"updatedAt":1581,"sourceType":446,"source":2263,"tags":2264},"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",[685,1584,1056,1583,471],{"title":2266,"description":2267,"path":2268,"category":1898,"date":1581,"updatedAt":1581,"sourceType":446,"source":2269,"tags":2270},"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",[624,649,1590,1272,453],{"title":2272,"description":2273,"path":2274,"category":1898,"date":681,"updatedAt":681,"sourceType":446,"source":2275,"tags":2276},"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",[493,1287,1288,2277,471],"sandbox",{"title":2279,"description":2280,"path":2281,"category":1691,"date":541,"updatedAt":541,"sourceType":446,"source":2088,"tags":2282},"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",[2090,736,711,486,520],{"title":2284,"description":2285,"path":2286,"category":1898,"date":691,"updatedAt":691,"sourceType":446,"source":2275,"tags":2287},"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",[1287,1441,683,666,493],{"title":2289,"description":2290,"path":2291,"category":1898,"date":1581,"updatedAt":1581,"sourceType":446,"source":2292,"tags":2293},"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",[1583,657,1609,1610,2294],"compatibility",{"title":2296,"description":2297,"path":2298,"category":1898,"date":584,"updatedAt":584,"sourceType":446,"source":1943,"tags":2299},"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",[1307,493,543,471,659],{"title":2301,"description":2302,"path":2303,"category":1898,"date":1098,"updatedAt":1098,"sourceType":446,"source":2063,"tags":2304},"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",[471,599,1100,1425,685],{"title":2306,"description":2307,"path":2308,"category":1898,"date":584,"updatedAt":584,"sourceType":446,"source":2309,"tags":2310},"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",[1657,1249,932,471,2065],{"title":2312,"description":2313,"path":2314,"category":1898,"date":584,"updatedAt":584,"sourceType":446,"source":2315,"tags":2316},"OpenClaw 更新观察：stable、beta、dev 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