[{"data":1,"prerenderedAt":3164},["ShallowReactive",2],{"docs:reference/doctor-repair-modes":3,"content-manifest":523},{"id":4,"title":5,"body":6,"category":504,"date":505,"description":506,"extension":507,"meta":508,"navigation":509,"path":510,"seo":511,"source":512,"sourceName":513,"sourceType":514,"stem":515,"tags":516,"updatedAt":521,"__hash__":522},"docs/docs/reference/doctor-repair-modes.md","doctor 的 repair、force 和 non-interactive 应该怎么选",{"type":7,"value":8,"toc":473},"minimark",[9,13,22,29,32,43,46,51,54,68,71,76,83,86,97,100,111,114,120,123,128,131,139,144,147,152,155,160,163,170,173,184,187,192,195,206,213,216,219,229,232,237,240,245,251,258,264,272,275,280,283,294,300,303,306,335,338,342,345,350,353,364,367,380,383,393,396,403,406,413,416,419,422,449,452],[10,11,5],"h1",{"id":12},"doctor-的-repairforce-和-non-interactive-应该怎么选",[14,15,16,17,21],"p",{},"站里已经多次提到 ",[18,19,20],"code",{},"openclaw doctor","，但官方最近把它正式定义成：",[23,24,25],"ul",{},[26,27,28],"li",{},"repair + migration tool",[14,30,31],{},"这很重要，因为它说明 doctor 早就不只是“看看健康状态”，而是真正会：",[23,33,34,37,40],{},[26,35,36],{},"检查",[26,38,39],{},"迁移",[26,41,42],{},"修复",[14,44,45],{},"所以不同模式的边界一定要分清。",[47,48,50],"h2",{"id":49},"先记住-doctor-现在到底在干什么","先记住 doctor 现在到底在干什么",[14,52,53],{},"根据最新官方文档，doctor 会处理很多不同层面的事情，例如：",[23,55,56,59,62,65],{},[26,57,58],{},"stale config / state",[26,60,61],{},"health checks",[26,63,64],{},"actionable repair steps",[26,66,67],{},"legacy state migrations",[14,69,70],{},"也就是说，它不是一个单点检查器，而更像：",[23,72,73],{},[26,74,75],{},"安装后、升级后和故障时的综合维修入口",[47,77,79,80,82],{"id":78},"默认-openclaw-doctor-适合什么","默认 ",[18,81,20],{}," 适合什么",[14,84,85],{},"默认模式更适合：",[23,87,88,91,94],{},[26,89,90],{},"先看状态",[26,92,93],{},"让你逐步确认",[26,95,96],{},"在交互式环境里做有提示的修复",[14,98,99],{},"如果你人在终端前，这通常是最稳的起点。",[47,101,103,106,107,110],{"id":102},"yes-和-repair-不完全一样",[18,104,105],{},"--yes"," 和 ",[18,108,109],{},"--repair"," 不完全一样",[14,112,113],{},"这两个很容易混。",[115,116,118],"h3",{"id":117},"yes",[18,119,105],{},[14,121,122],{},"官方文档当前解释为：",[23,124,125],{},[26,126,127],{},"接受默认提示",[14,129,130],{},"它适合：",[23,132,133,136],{},[26,134,135],{},"你还想保留整套交互流程",[26,137,138],{},"只是希望减少逐项确认",[115,140,142],{"id":141},"repair",[18,143,109],{},[14,145,146],{},"更明确地表示：",[23,148,149],{},[26,150,151],{},"直接应用推荐修复",[14,153,154],{},"而且官方现在写得很清楚：",[23,156,157],{},[26,158,159],{},"repairs + restarts where safe",[14,161,162],{},"所以它的动作性更强。",[47,164,166,169],{"id":165},"repair-force-为什么要更谨慎",[18,167,168],{},"--repair --force"," 为什么要更谨慎",[14,171,172],{},"官方文档明确说明：",[23,174,175,181],{},[26,176,177,180],{},[18,178,179],{},"--force"," 会应用 aggressive repairs",[26,182,183],{},"例如覆盖自定义 supervisor configs",[14,185,186],{},"这意味着它不是“更彻底一点”的普通增强，而是：",[23,188,189],{},[26,190,191],{},"会跨过一些本来应该更保守的边界",[14,193,194],{},"更适合的场景通常是：",[23,196,197,200,203],{},[26,198,199],{},"你已经确认环境就是坏状态",[26,201,202],{},"推荐修复不够",[26,204,205],{},"你也接受覆盖某些自定义服务配置",[47,207,209,212],{"id":208},"non-interactive-不等于无人值守全自动修好",[18,210,211],{},"--non-interactive"," 不等于“无人值守全自动修好”",[14,214,215],{},"这是最容易误判的一点。",[14,217,218],{},"官方当前明确写到：",[23,220,221,226],{},[26,222,223,225],{},[18,224,211],{}," 只做 safe migrations",[26,227,228],{},"会跳过需要人工确认的 restart / service / sandbox 动作",[14,230,231],{},"这意味着它更像：",[23,233,234],{},[26,235,236],{},"无提示巡检 + 安全迁移",[14,238,239],{},"而不是：",[23,241,242],{},[26,243,244],{},"完整自动维修",[14,246,247,248,250],{},"所以 headless 场景里，如果你以为 ",[18,249,211],{}," 会帮你把所有问题都修完，预期就会错。",[47,252,254,257],{"id":253},"deep-在补哪一层",[18,255,256],{},"--deep"," 在补哪一层",[14,259,260,261,263],{},"官方最近给 ",[18,262,256],{}," 的定位也很值：",[23,265,266,269],{},[26,267,268],{},"扫系统服务里额外的 gateway installs",[26,270,271],{},"launchd / systemd / schtasks 都会看",[14,273,274],{},"这说明它在补的是：",[23,276,277],{},[26,278,279],{},"“机器上到底还有没有别的 OpenClaw 安装或旧服务残留”",[14,281,282],{},"当你遇到：",[23,284,285,288,291],{},[26,286,287],{},"明明改了配置却没生效",[26,289,290],{},"Gateway 像在读别的 state dir",[26,292,293],{},"升级后还是有旧服务抢占",[14,295,296,297,299],{},"这类问题时，",[18,298,256],{}," 很有价值。",[47,301,302],{"id":302},"官方现在最值得注意的几类修复对象",[14,304,305],{},"从最新 Doctor 文档看，比较有价值的检查点包括：",[23,307,308,311,314,317,320,323,326,329,332],{},[26,309,310],{},"state dir 缺失或不可写",[26,312,313],{},"session dirs 缺失",[26,315,316],{},"recent transcript mismatch",[26,318,319],{},"main session 只有 1 行 JSONL",[26,321,322],{},"多个 state dirs 分裂",[26,324,325],{},"OAuth profile 过期或 cooldown / disable",[26,327,328],{},"sandbox 镜像缺失",[26,330,331],{},"legacy gateway service 残留",[26,333,334],{},"trusted / DM policy 类高风险配置",[14,336,337],{},"这已经远超“看个端口是不是开着”。",[47,339,341],{"id":340},"headless-cron-场景为什么要保守选模式","headless / cron 场景为什么要保守选模式",[14,343,344],{},"官方 doctor 文档还明确提醒：",[23,346,347],{},[26,348,349],{},"某些交互修复只有在 TTY 下才会出现",[14,351,352],{},"所以在：",[23,354,355,358,361],{},[26,356,357],{},"cron",[26,359,360],{},"Telegram 远程触发",[26,362,363],{},"无终端 headless 环境",[14,365,366],{},"这些场景里，更稳的思路通常是：",[23,368,369,375],{},[26,370,371,372,374],{},"先 ",[18,373,211],{}," 做安全检查和迁移",[26,376,377,378],{},"再人工决定是否进 ",[18,379,109],{},[47,381,382],{"id":382},"中文用户最容易踩的坑",[115,384,386,387,389,390,392],{"id":385},"_1-觉得-non-interactive-比-repair-更自动","1. 觉得 ",[18,388,211],{}," 比 ",[18,391,109],{}," 更“自动”",[14,394,395],{},"其实它更保守，不会替你做所有需要人工确认的动作。",[115,397,399,400,402],{"id":398},"_2-把-force-当成默认修复手段","2. 把 ",[18,401,179],{}," 当成默认修复手段",[14,404,405],{},"它更像最后手段，而不是日常巡检入口。",[115,407,409,410,412],{"id":408},"_3-不理解-deep-的价值","3. 不理解 ",[18,411,256],{}," 的价值",[14,414,415],{},"很多“奇怪的双安装 / 双状态目录 / 旧服务残留”问题，只有它更容易发现。",[47,417,418],{"id":418},"一条更稳的选择顺序",[14,420,421],{},"建议按这个顺序用：",[423,424,425,429,434,439,444],"ol",{},[26,426,371,427],{},[18,428,20],{},[26,430,431,432],{},"需要无人值守检查时用 ",[18,433,211],{},[26,435,436,437],{},"确认修复范围后再用 ",[18,438,109],{},[26,440,441,442],{},"只有确认需要强覆盖时才用 ",[18,443,168],{},[26,445,446,447],{},"怀疑有多安装或服务残留时再补 ",[18,448,256],{},[47,450,451],{"id":451},"下一步推荐",[23,453,454,461,467],{},[26,455,456],{},[457,458,460],"a",{"href":459},"/docs/reference/debugging-and-runtime-overrides","调试、运行时覆盖与开发排障",[26,462,463],{},[457,464,466],{"href":465},"/docs/operations/sessions-cleanup-and-maintenance","sessions cleanup 和 session maintenance 应该怎么配合",[26,468,469],{},[457,470,472],{"href":471},"/best-practices/maintenance-lanes-and-retention","后台维护任务应该怎么分 lane 和保留周期",{"title":474,"searchDepth":475,"depth":475,"links":476},"",2,[477,478,480,486,488,490,492,493,494,502,503],{"id":49,"depth":475,"text":50},{"id":78,"depth":475,"text":479},"默认 openclaw doctor 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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",[892,1426,779,893,520],"bootstrapToken",{"title":1428,"description":1429,"path":1430,"category":520,"updatedAt":687,"sourceType":514,"tags":1431},"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",[1432,691,735,700,1297,690],"templates",{"title":1434,"description":1435,"path":1436,"category":504,"updatedAt":749,"sourceType":514,"tags":1437},"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",[892,1438,540,1439,1228],"allowFrom","account",{"title":1441,"description":1442,"path":1443,"category":504,"updatedAt":854,"sourceType":514,"tags":1444},"CLI 命令参考","OpenClaw 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sessionStorage 行为很关键。","/docs/reference/dashboard-secretref-and-sessionstorage",[596,833,1486,1487,727],"secretref","sessionStorage",{"title":460,"description":1489,"path":459,"category":1490,"updatedAt":854,"sourceType":514,"tags":1491},"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。","排错",[1492,1493,1494,517,961],"debugging","debug","runtime-overrides",{"title":1496,"description":1497,"path":1498,"category":504,"updatedAt":521,"sourceType":514,"tags":1499},"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",[518,1500,1501,1493,520],"logging","flags",{"title":1503,"description":1504,"path":1505,"category":504,"updatedAt":521,"sourceType":514,"tags":1506},"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",[753,1507,1508,734,520],"dmScope","identityLinks",{"title":5,"description":506,"path":510,"category":504,"updatedAt":521,"sourceType":514,"tags":1510},[517,141,518,519,520],{"title":1512,"description":1513,"path":1514,"category":504,"updatedAt":521,"sourceType":514,"tags":1515},"环境变量从哪里来，优先级怎么排","基于最新官方 Environment Variables 与 Configuration 文档，解释 OpenClaw 会从哪些来源读取环境变量、为什么默认不覆盖已有值，以及 `.env`、config env 和 shell import 之间真正的优先级。","/docs/reference/env-sources-and-precedence",[1101,552,761,1516,520],"shell",{"title":1518,"description":1519,"path":1520,"category":504,"updatedAt":652,"sourceType":535,"tags":1521},"如何结合官方文档、GitHub 和中文渠道跟踪 OpenClaw","把官方文档、GitHub Releases、Issues、中文教程站、媒体报道和中文社区解读放到同一套可信度框架里，减少信息滞后和误读。","/docs/reference/external-sources-and-trust-levels",[1522,1320,804,1523,1322],"sources","trust",{"title":1525,"description":1526,"path":1527,"category":504,"updatedAt":609,"sourceType":514,"tags":1528},"Gateway 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设备误当成真实状态源。","/docs/reference/gateway-session-source-of-truth",[753,538,667,596,520],{"title":1541,"description":1542,"path":1543,"category":504,"updatedAt":759,"sourceType":514,"tags":1544},"Gateway WebSocket 的 role 和 scope 应该怎么理解","基于最新官方 Gateway Protocol 文档，解释 OpenClaw 的 WebSocket 握手里 role、scopes、client mode 和协议版本各自在声明什么，以及为什么这条连接已经是统一控制面而不只是聊天通道。","/docs/reference/gateway-ws-roles-and-scopes",[538,1175,1545,1546,520],"protocol","scopes",{"title":1548,"description":1549,"path":1550,"category":504,"updatedAt":749,"sourceType":514,"tags":1551},"groupPolicy、allowlist 和 mention gating 的顺序应该怎么理解","基于最新官方 Groups、Group Messages 和 Messages 文档，解释 OpenClaw 在群聊里如何按 groupPolicy、群组 allowlist 和 mention gating 三层顺序决定消息是丢弃、只进上下文，还是正式触发回复。","/docs/reference/group-policy-and-mention-gating-order",[752,1552,734,978,911],"mention",{"title":1554,"description":1555,"path":1556,"category":504,"updatedAt":759,"sourceType":514,"tags":1557},"HEARTBEAT_OK、可见性控制和 quiet-hours 应该怎么一起看","基于最新官方 Heartbeat 与 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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",[660,1594,727,725,520],"probe",{"title":1596,"description":1597,"path":1598,"category":504,"updatedAt":1096,"sourceType":514,"tags":1599},"配对审批与设备授权管理","从管理员视角理解 OpenClaw 的 DM pairing、设备 pairing、allowFrom 文件和审批命令，避免把授权边界搞乱。","/docs/reference/pairing-admin",[892,893,1438,1600,1228],"credentials",{"title":1602,"description":1603,"path":1604,"category":504,"updatedAt":652,"sourceType":514,"tags":1605},"插件安装 spec、--pin 和 update tracking 应该怎么理解","基于最新官方 plugins CLI 文档，解释 ClawHub first、npm-safe spec、--pin、prerelease opt-in 和 plugins.installs 的跟踪逻辑，帮助团队判断插件后续会按什么规则更新。","/docs/reference/plugins-install-specs-and-update-tracking",[644,787,1606,1607,1322,520],"npm","pin",{"title":1609,"description":1610,"path":1611,"category":1490,"updatedAt":609,"sourceType":514,"tags":1612},"原始流日志怎么抓","基于最新官方 Debugging 文档，整理 OpenClaw 的 raw 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history、何时会被彻底丢弃。","/docs/reference/reply-mention-and-pending-history",[752,1625,1626,1627,520],"mentions","pending-history","reply",{"title":1629,"description":1630,"path":1631,"category":504,"updatedAt":521,"sourceType":514,"tags":1632},"SecretRefs 和运行时快照应该怎么理解","基于最新官方 Secrets Management 文档，解释 env/file/exec secret refs 的解析时机、活动面、失败模式和热重载语义，避免把密钥管理误解成“请求时临时去取”。","/docs/reference/secret-refs-and-runtime-snapshot",[1633,1634,689,725,520],"secrets","secretrefs",{"title":1636,"description":1637,"path":1638,"category":504,"updatedAt":749,"sourceType":514,"tags":1639},"secure DM mode 和 owner pinning 应该怎么一起理解","基于最新官方 Session 与 Security 文档，解释 OpenClaw 的 secure DM mode、owner pinning、pairing / allowlist / open 三类 DM 入口，以及什么时候该从连续主会话切到隔离模式。","/docs/reference/secure-dm-mode-and-owner-pinning",[753,561,1507,892,978],{"title":1641,"description":1642,"path":1643,"category":504,"updatedAt":1644,"sourceType":514,"tags":1645},"session JSONL、compaction entry 和 branch summary 应该怎么理解","基于最新官方 Session 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正在从能接入走向能治理。","/news/openclaw-bedrock-guardrails-watch-2026-04-30","https://docs.openclaw.ai/providers/bedrock",[723,724,726,725,1025],{"title":1996,"description":1997,"path":1998,"category":1960,"date":749,"updatedAt":749,"sourceType":514,"source":1999,"tags":2000},"OpenClaw 开始把 Broadcast Groups 从路由技巧推进成多代理协作入口","官方最新 Broadcast Groups 文档把多 agent 同群运行的触发条件、session 隔离和处理策略写得更完整了，也让它和普通 bindings 的分工更清楚。","/news/openclaw-broadcast-groups-watch-2026-03-25","https://docs.openclaw.ai/channels/broadcast-groups",[751,735,752,734,780],{"title":2002,"description":2003,"path":2004,"category":1960,"date":759,"updatedAt":759,"sourceType":514,"source":2005,"tags":2006},"OpenClaw 的浏览器管理员面正在收成一条完整信任链","官方最近围绕 Pairing、Remote Access、Trusted Proxy Auth 和 Dashboard 的文档更新，正在把浏览器入口从“页面能打开”收敛成“地址、认证、设备与 operator 权限”四层联动的信任链。","/news/openclaw-browser-trust-chain-watch-2026-03-29","https://docs.openclaw.ai/gateway/trusted-proxy-auth",[596,1379,892,611,561],{"title":2008,"description":2009,"path":2010,"category":1960,"date":652,"updatedAt":652,"sourceType":514,"source":1968,"tags":2011},"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",[779,781,858,540,1335],{"title":2013,"description":2014,"path":2015,"category":1811,"date":534,"updatedAt":534,"sourceType":804,"source":2016,"tags":2017},"OpenClaw 在中国 AI 生态中的位置：从中文教程热到本地化能力竞赛","基于 2026 年 3 月 16 日整理素材，梳理 OpenClaw 在中国 AI 生态里的关注点：本地部署、中文模型接入、数据安全与本土服务集成。","/news/openclaw-china-ecosystem-watch-2026-03-16","content/tmp/2026-03-16/openclaw-china-ai-ecosystem-analysis.md",[1692,805,1814,1767],{"title":2019,"description":2020,"path":2021,"category":1960,"date":652,"updatedAt":652,"sourceType":514,"source":2022,"tags":2023},"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",[787,553,796,797,2024,788],"telemetry",{"title":2026,"description":2027,"path":2028,"category":1753,"date":609,"updatedAt":609,"sourceType":514,"source":2029,"tags":2030},"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",[717,538,1529,708,560],{"title":2032,"description":2033,"path":2034,"category":1960,"date":521,"updatedAt":521,"sourceType":514,"source":2035,"tags":2036},"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",[552,1101,733,2037,560],"overrides",{"title":2039,"description":2040,"path":2041,"category":1753,"date":609,"updatedAt":609,"sourceType":514,"source":1948,"tags":2042},"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",[1123,1124,692,542,2043],"continuity",{"title":2045,"description":2046,"path":2047,"category":1753,"date":609,"updatedAt":609,"sourceType":514,"source":2048,"tags":2049},"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",[813,596,1207,892,611],{"title":2051,"description":2052,"path":2053,"category":1960,"date":1167,"updatedAt":1167,"sourceType":514,"source":1974,"tags":2054},"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",[549,553,805,1692],{"title":2068,"description":2069,"path":2070,"category":1960,"date":749,"updatedAt":749,"sourceType":514,"source":2071,"tags":2072},"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",[893,892,833,1241,2073],"rotate",{"title":2075,"description":2076,"path":2077,"category":1960,"date":521,"updatedAt":521,"sourceType":514,"source":512,"tags":2078},"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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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",[538,892,2119,833,707],"pending",{"title":2121,"description":2122,"path":2123,"category":1960,"date":1167,"updatedAt":1167,"sourceType":514,"source":2124,"tags":2125},"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",[538,753,667,596,2126],"state",{"title":2128,"description":2129,"path":2130,"category":1960,"date":749,"updatedAt":749,"sourceType":514,"source":2131,"tags":2132},"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",[2151,542,841,2188,2189],"vector-search","knowledge",{"title":2191,"description":2192,"path":2193,"category":1960,"date":749,"updatedAt":749,"sourceType":514,"source":2194,"tags":2195},"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",[1552,752,779,781,848],{"title":2197,"description":2198,"path":2199,"category":1960,"date":521,"updatedAt":521,"sourceType":514,"source":2200,"tags":2201},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 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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",[707,891,538,892,893],{"title":2214,"description":2215,"path":2216,"category":1753,"date":609,"updatedAt":609,"sourceType":514,"source":2217,"tags":2218},"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",[595,1738,1019,1739,1323],{"title":2220,"description":2221,"path":2222,"category":1960,"date":1167,"updatedAt":1167,"sourceType":514,"source":2048,"tags":2223},"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",[1335,834,813,892,611],{"title":2225,"description":2226,"path":2227,"category":1960,"date":759,"updatedAt":759,"sourceType":514,"source":2228,"tags":2229},"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",[596,667,1175,1335,708],{"title":2231,"description":2232,"path":2233,"category":1960,"date":749,"updatedAt":749,"sourceType":514,"source":2071,"tags":2234},"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",[892,1438,540,1439,560],{"title":2236,"description":2237,"path":2238,"category":1753,"date":609,"updatedAt":609,"sourceType":514,"source":2239,"tags":2240},"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",[644,805,646,804,806],{"title":2242,"description":2243,"path":2244,"category":1960,"date":652,"updatedAt":652,"sourceType":514,"source":2245,"tags":2246},"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",[725,660,707,727,1025],{"title":2260,"description":2261,"path":2262,"category":1960,"date":759,"updatedAt":759,"sourceType":514,"source":2263,"tags":2264},"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",[725,1404,660,538,560],{"title":2266,"description":2267,"path":2268,"category":1753,"date":609,"updatedAt":609,"sourceType":514,"source":1948,"tags":2269},"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",[1320,1321,1323,1322],{"title":2271,"description":2272,"path":2273,"category":1960,"date":521,"updatedAt":521,"sourceType":514,"source":1974,"tags":2274},"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",[596,892,707,611,1228],{"title":2276,"description":2277,"path":2278,"category":1960,"date":749,"updatedAt":749,"sourceType":514,"source":2279,"tags":2280},"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",[734,733,2281,540,735],"threads",{"title":2283,"description":2284,"path":2285,"category":1960,"date":713,"updatedAt":713,"sourceType":514,"source":2286,"tags":2287},"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",[1066,953,1067,637,541],{"title":2289,"description":2290,"path":2291,"category":1960,"date":749,"updatedAt":749,"sourceType":514,"source":2292,"tags":2293},"OpenClaw Secret 观察：active snapshot 正在把密钥轮换从“即时取值”收成“原子切换”","基于 2026 年 3 月 25 日可见的官方 Secrets Management 文档，最近 secrets 层最值得关注的变化之一是 active snapshot 与 last-known-good 的边界越来越清楚。","/news/openclaw-secret-snapshot-watch-2026-03-25","https://docs.openclaw.ai/gateway/secrets",[1634,2294,2295,1633,560],"snapshot","rotation",{"title":2297,"description":2298,"path":2299,"category":1960,"date":749,"updatedAt":749,"sourceType":514,"source":2159,"tags":2300},"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",[753,561,1507,892,1359],{"title":2302,"description":2303,"path":2304,"category":1960,"date":652,"updatedAt":652,"sourceType":514,"source":2305,"tags":2306},"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",[561,1346,1348,1347,560],{"title":2308,"description":2309,"path":2310,"category":2311,"date":534,"updatedAt":534,"sourceType":804,"source":2312,"tags":2313},"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",[561,2314,924,559],"compliance",{"title":2316,"description":2317,"path":2318,"category":1960,"date":521,"updatedAt":521,"sourceType":514,"source":2292,"tags":2319},"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",[561,1633,858,2320,560],"proxy",{"title":2322,"description":2323,"path":2324,"category":1960,"date":1644,"updatedAt":1644,"sourceType":514,"source":2325,"tags":2326},"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",[753,1647,1124,1646,538],{"title":2328,"description":2329,"path":2330,"category":1960,"date":1644,"updatedAt":1644,"sourceType":514,"source":2331,"tags":2332},"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",[692,717,1653,1346,560],{"title":2334,"description":2335,"path":2336,"category":1960,"date":749,"updatedAt":749,"sourceType":514,"source":2337,"tags":2338},"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",[561,1359,1360,2339,538],"sandbox",{"title":2341,"description":2342,"path":2343,"category":1753,"date":609,"updatedAt":609,"sourceType":514,"source":2149,"tags":2344},"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",[2151,804,779,553,588],{"title":2346,"description":2347,"path":2348,"category":1960,"date":759,"updatedAt":759,"sourceType":514,"source":2337,"tags":2349},"OpenClaw 正在把团队入口治理拆成更细的几层","官方最近围绕 security audit、session、broadcast groups 和 channel routing 的文档更新，正在把 shared-user ingress、identityLinks、broadcast precedence 和 shared inbox 硬化拆成更清楚的治理面。","/news/openclaw-team-ingress-governance-watch-2026-03-29",[1359,1508,751,734,561],{"title":2351,"description":2352,"path":2353,"category":1960,"date":1644,"updatedAt":1644,"sourceType":514,"source":2354,"tags":2355},"OpenClaw 正在把 transcript hygiene 从隐藏兼容层写成正式参考边界","官方最近单独写出 Transcript Hygiene 文档后，tool call 修补、图片清理和 provider fixups 不再只是内部细节，而成了更清楚的运行前兼容层。","/news/openclaw-transcript-hygiene-watch-2026-04-01","https://docs.openclaw.ai/zh-CN/reference/transcript-hygiene",[1646,725,1672,1673,2356],"compatibility",{"title":2358,"description":2359,"path":2360,"category":1960,"date":652,"updatedAt":652,"sourceType":514,"source":2005,"tags":2361},"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",[1379,561,611,538,727],{"title":2363,"description":2364,"path":2365,"category":1960,"date":1167,"updatedAt":1167,"sourceType":514,"source":2124,"tags":2366},"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",[538,667,1169,1492,753],{"title":2368,"description":2369,"path":2370,"category":1960,"date":652,"updatedAt":652,"sourceType":514,"source":2371,"tags":2372},"OpenClaw 维护观察：卸载边界正在从“删包”变成“服务、状态、profile 与远程主机”的完整收口","基于 2026 年 3 月 24 日可见的官方 Updating 与 uninstall 文档，最近最值得关注的变化之一是 OpenClaw 的卸载和移除边界正在被官方主动写清，不再只是删除 CLI。","/news/openclaw-uninstall-boundaries-watch-2026-03-24","https://docs.openclaw.ai/cli/uninstall",[1720,1323,1000,538,2126],{"title":2374,"description":2375,"path":2376,"category":1960,"date":652,"updatedAt":652,"sourceType":514,"source":2377,"tags":2378},"OpenClaw 更新观察：stable、beta、dev 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