[{"data":1,"prerenderedAt":3163},["ShallowReactive",2],{"docs:reference/approvals-cli-and-allowlist":3,"content-manifest":656},{"id":4,"title":5,"body":6,"category":638,"date":639,"description":640,"extension":641,"meta":642,"navigation":172,"path":643,"seo":644,"source":645,"sourceName":646,"sourceType":647,"stem":648,"tags":649,"updatedAt":654,"__hash__":655},"docs/docs/reference/approvals-cli-and-allowlist.md","approvals CLI、网关与节点 allowlist 怎么管理",{"type":7,"value":8,"toc":617},"minimark",[9,13,26,33,39,52,55,58,61,66,69,81,84,87,91,94,308,311,315,318,326,329,334,337,341,344,355,358,363,366,371,382,396,413,419,424,427,430,435,438,443,446,457,460,474,477,494,500,521,524,527,530,554,557,560,565,568,575,578,582,589,592,613],[10,11,5],"h1",{"id":12},"approvals-cli网关与节点-allowlist-怎么管理",[14,15,16,17,21,22,25],"p",{},"最近官方把 ",[18,19,20],"code",{},"openclaw approvals"," 和 Exec Approvals 文档都补得更完整了。",[23,24],"br",{},"\n这说明执行审批已经不是“偶尔弹个确认框”，而是一套正式的宿主机执行治理面。",[27,28,30,32],"h2",{"id":29},"openclaw-approvals-现在管什么",[18,31,20],{}," 现在管什么",[14,34,35,36,38],{},"根据当前官方文档，",[18,37,20],{}," 主要负责管理：",[40,41,42,46,49],"ul",{},[43,44,45],"li",{},"本机 approvals 文件",[43,47,48],{},"Gateway 主机 approvals",[43,50,51],{},"指定 Node 主机 approvals",[14,53,54],{},"也就是说，它不是只改一个本地 JSON，而是在不同执行宿主之间切换治理目标。",[27,56,57],{"id":57},"最先要记住的一件事",[14,59,60],{},"默认情况下，命令指向：",[40,62,63],{},[43,64,65],{},"当前本机 approvals 文件",[14,67,68],{},"如果你显式带上：",[40,70,71,76],{},[43,72,73],{},[18,74,75],{},"--gateway",[43,77,78],{},[18,79,80],{},"--node \u003Cid|name|ip>",[14,82,83],{},"才会把目标改成 Gateway 或某个 Node。",[14,85,86],{},"这点很重要，因为很多团队一开始会误以为自己改的是统一全局策略，实际上改到的可能只是当前这台机器。",[27,88,90],{"id":89},"官方-cli-现在给了哪些最直接的动作","官方 CLI 现在给了哪些最直接的动作",[14,92,93],{},"当前官方文档列出的常用动作很直接：",[95,96,101],"pre",{"className":97,"code":98,"language":99,"meta":100,"style":100},"language-bash shiki shiki-themes github-light github-dark","openclaw approvals get\nopenclaw approvals get --gateway\nopenclaw approvals get --node \u003Cid|name|ip>\n\nopenclaw approvals set --file ./exec-approvals.json\nopenclaw approvals set --gateway --file ./exec-approvals.json\nopenclaw approvals set --node \u003Cid|name|ip> --file ./exec-approvals.json\n\nopenclaw approvals allowlist add \"~/Projects/**/bin/rg\"\nopenclaw approvals allowlist add --agent main --node \u003Cid|name|ip> \"/usr/bin/uptime\"\nopenclaw approvals allowlist remove \"~/Projects/**/bin/rg\"\n","bash","",[18,102,103,119,133,167,174,190,206,237,242,258,294],{"__ignoreMap":100},[104,105,108,112,116],"span",{"class":106,"line":107},"line",1,[104,109,111],{"class":110},"sScJk","openclaw",[104,113,115],{"class":114},"sZZnC"," approvals",[104,117,118],{"class":114}," get\n",[104,120,122,124,126,129],{"class":106,"line":121},2,[104,123,111],{"class":110},[104,125,115],{"class":114},[104,127,128],{"class":114}," get",[104,130,132],{"class":131},"sj4cs"," --gateway\n",[104,134,136,138,140,142,145,149,152,155,158,160,163],{"class":106,"line":135},3,[104,137,111],{"class":110},[104,139,115],{"class":114},[104,141,128],{"class":114},[104,143,144],{"class":131}," --node",[104,146,148],{"class":147},"szBVR"," \u003C",[104,150,151],{"class":114},"id",[104,153,154],{"class":147},"|",[104,156,157],{"class":110},"name",[104,159,154],{"class":147},[104,161,162],{"class":110},"ip",[104,164,166],{"class":165},"sVt8B",">\n",[104,168,170],{"class":106,"line":169},4,[104,171,173],{"emptyLinePlaceholder":172},true,"\n",[104,175,177,179,181,184,187],{"class":106,"line":176},5,[104,178,111],{"class":110},[104,180,115],{"class":114},[104,182,183],{"class":114}," set",[104,185,186],{"class":131}," --file",[104,188,189],{"class":114}," ./exec-approvals.json\n",[104,191,193,195,197,199,202,204],{"class":106,"line":192},6,[104,194,111],{"class":110},[104,196,115],{"class":114},[104,198,183],{"class":114},[104,200,201],{"class":131}," --gateway",[104,203,186],{"class":131},[104,205,189],{"class":114},[104,207,209,211,213,215,217,219,221,223,225,227,229,232,235],{"class":106,"line":208},7,[104,210,111],{"class":110},[104,212,115],{"class":114},[104,214,183],{"class":114},[104,216,144],{"class":131},[104,218,148],{"class":147},[104,220,151],{"class":114},[104,222,154],{"class":147},[104,224,157],{"class":110},[104,226,154],{"class":147},[104,228,162],{"class":110},[104,230,231],{"class":165},"> ",[104,233,234],{"class":131},"--file",[104,236,189],{"class":114},[104,238,240],{"class":106,"line":239},8,[104,241,173],{"emptyLinePlaceholder":172},[104,243,245,247,249,252,255],{"class":106,"line":244},9,[104,246,111],{"class":110},[104,248,115],{"class":114},[104,250,251],{"class":114}," allowlist",[104,253,254],{"class":114}," add",[104,256,257],{"class":114}," \"~/Projects/**/bin/rg\"\n",[104,259,261,263,265,267,269,272,275,277,279,281,283,285,287,289,291],{"class":106,"line":260},10,[104,262,111],{"class":110},[104,264,115],{"class":114},[104,266,251],{"class":114},[104,268,254],{"class":114},[104,270,271],{"class":131}," --agent",[104,273,274],{"class":114}," main",[104,276,144],{"class":131},[104,278,148],{"class":147},[104,280,151],{"class":114},[104,282,154],{"class":147},[104,284,157],{"class":110},[104,286,154],{"class":147},[104,288,162],{"class":110},[104,290,231],{"class":165},[104,292,293],{"class":114},"\"/usr/bin/uptime\"\n",[104,295,297,299,301,303,306],{"class":106,"line":296},11,[104,298,111],{"class":110},[104,300,115],{"class":114},[104,302,251],{"class":114},[104,304,305],{"class":114}," remove",[104,307,257],{"class":114},[14,309,310],{},"从这个接口形态就能看出来，官方希望你把 approvals 当成一套可导入、可比对、可按 agent 管理的正式配置。",[27,312,314],{"id":313},"approvals-文件到底放在哪里","approvals 文件到底放在哪里",[14,316,317],{},"当前官方文档明确写到：",[95,319,324],{"className":320,"code":322,"language":323,"meta":100},[321],"language-text","~/.openclaw/exec-approvals.json\n","text",[18,325,322],{"__ignoreMap":100},[14,327,328],{},"而且是：",[40,330,331],{},[43,332,333],{},"每个执行宿主各有一份",[14,335,336],{},"所以 Gateway 和 Node 不是自动共享一张 allowlist。",[27,338,340],{"id":339},"per-agent-allowlist-为什么越来越重要","per-agent allowlist 为什么越来越重要",[14,342,343],{},"官方最新文档把 allowlist 写得很清楚：",[40,345,346,349,352],{},[43,347,348],{},"allowlist 是 per-agent 的",[43,350,351],{},"路径匹配是大小写不敏感的 glob",[43,353,354],{},"应尽量匹配可执行文件路径，而不是只写 basename",[14,356,357],{},"这意味着更稳的理解方式不是：",[40,359,360],{},[43,361,362],{},"“谁都能复用一张命令白名单”",[14,364,365],{},"而是：",[40,367,368],{},[43,369,370],{},"“每个 agent 只拿到它真的需要的执行面”",[27,372,374,377,378,381],{"id":373},"main-和默认项该怎么理解",[18,375,376],{},"main","、",[18,379,380],{},"*"," 和默认项该怎么理解",[14,383,384,385,388,389,392,393,395],{},"CLI 文档里 ",[18,386,387],{},"--agent"," 默认是 ",[18,390,391],{},"\"*\"","，表示对所有 agent 生效。",[23,394],{},"\n但从长期治理角度看，更稳的顺序通常是：",[397,398,399,405,408],"ol",{},[43,400,401,402,404],{},"先给 ",[18,403,376],{}," 做最小 allowlist",[43,406,407],{},"再给特定运维 agent 或内容 agent 做单独条目",[43,409,410,411],{},"最后才考虑是否需要 ",[18,412,391],{},[14,414,415,416,418],{},"如果太早把 ",[18,417,391],{}," 当默认策略，后面最容易出现：",[40,420,421],{},[43,422,423],{},"一个 agent 的便利，变成所有 agent 的通行证",[27,425,426],{"id":426},"官方最新文档里最值的一条提醒",[14,428,429],{},"Exec Approvals 文档最近把这件事写得很直白：",[40,431,432],{},[43,433,434],{},"approvals 不是 per-user auth boundary",[14,436,437],{},"更准确地说，它更像：",[40,439,440],{},[43,441,442],{},"已授权操作者对宿主机执行风险的最后一道运行时闸门",[14,444,445],{},"所以你不能把 approvals 当成完整身份系统，而要把它和：",[40,447,448,451,454],{},[43,449,450],{},"pairing",[43,452,453],{},"gateway auth",[43,455,456],{},"channel approver 范围",[14,458,459],{},"一起看。",[27,461,463,377,466,469,470,473],{"id":462},"allowlistask-和-safebins-不该混成一件事",[18,464,465],{},"allowlist",[18,467,468],{},"ask"," 和 ",[18,471,472],{},"safeBins"," 不该混成一件事",[14,475,476],{},"官方最近已经把这三层分得更清楚了：",[40,478,479,484,489],{},[43,480,481,483],{},[18,482,465],{},"：显式信任某条可执行路径",[43,485,486,488],{},[18,487,468],{},"：命中不到 allowlist 时是否继续弹审批",[43,490,491,493],{},[18,492,472],{},"：只适合极窄的 stdin-only 文本过滤器",[14,495,496,497,499],{},"尤其是 ",[18,498,472],{},"，官方明确提醒不要把：",[40,501,502,507,512,516],{},[43,503,504],{},[18,505,506],{},"python",[43,508,509],{},[18,510,511],{},"node",[43,513,514],{},[18,515,99],{},[43,517,518],{},[18,519,520],{},"zsh",[14,522,523],{},"这类解释器直接塞进去。",[27,525,526],{"id":526},"中文团队更适合怎么落地",[14,528,529],{},"更稳的默认顺序通常是：",[397,531,532,535,542,545,551],{},[43,533,534],{},"先把 Gateway 和 Node 分开看",[43,536,537,538,541],{},"先用 ",[18,539,540],{},"get"," 导出现状",[43,543,544],{},"只给核心 agent 加最小 allowlist",[43,546,547,548],{},"保持 ",[18,549,550],{},"ask=on-miss",[43,552,553],{},"对解释器类命令继续保留显式审批",[14,555,556],{},"这样会比“先放开再慢慢收”更适合长期运维。",[27,558,559],{"id":559},"最容易踩的坑",[561,562,564],"h3",{"id":563},"_1-把-gateway-allowlist-当成-node-allowlist","1. 把 Gateway allowlist 当成 Node allowlist",[14,566,567],{},"不是同一份宿主配置。",[561,569,571,572],{"id":570},"_2-一上来就用-agent","2. 一上来就用 ",[18,573,574],{},"--agent \"*\"",[14,576,577],{},"后面很难再判断哪些命令到底该归谁。",[561,579,581],{"id":580},"_3-只看-allowlist不看-fallback","3. 只看 allowlist，不看 fallback",[14,583,584,585,588],{},"如果 UI 不可达，",[18,586,587],{},"askFallback"," 会直接影响最后是否放行。",[27,590,591],{"id":591},"下一步推荐",[40,593,594,601,607],{},[43,595,596],{},[597,598,600],"a",{"href":599},"/docs/manual/exec-tools-and-approvals","Exec 工具、apply_patch 与执行审批",[43,602,603],{},[597,604,606],{"href":605},"/docs/operations/safety-basics","OpenClaw 安全配置基础",[43,608,609],{},[597,610,612],{"href":611},"/best-practices/per-agent-allowlist-governance","团队里如何做 per-agent 执行白名单治理",[614,615,616],"style",{},"html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":100,"searchDepth":121,"depth":121,"links":618},[619,621,622,623,624,625,627,628,630,631,637],{"id":29,"depth":121,"text":620},"openclaw approvals 现在管什么",{"id":57,"depth":121,"text":57},{"id":89,"depth":121,"text":90},{"id":313,"depth":121,"text":314},{"id":339,"depth":121,"text":340},{"id":373,"depth":121,"text":626},"main、* 和默认项该怎么理解",{"id":426,"depth":121,"text":426},{"id":462,"depth":121,"text":629},"allowlist、ask 和 safeBins 不该混成一件事",{"id":526,"depth":121,"text":526},{"id":559,"depth":121,"text":559,"children":632},[633,634,636],{"id":563,"depth":135,"text":564},{"id":570,"depth":135,"text":635},"2. 一上来就用 --agent \"*\"",{"id":580,"depth":135,"text":581},{"id":591,"depth":121,"text":591},"参考",null,"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。","md",{},"/docs/reference/approvals-cli-and-allowlist",{"title":5,"description":640},"https://docs.openclaw.ai/cli/approvals","OpenClaw Docs","official","docs/reference/approvals-cli-and-allowlist",[650,465,651,652,511,653],"approvals","exec","gateway","reference","2026-03-24","syqiQR_9XfpYWFZwwbmejl0AopnPZxa57dDUWybmd_0",{"generatedAt":657,"collections":658,"totals":3161},"2026-04-01T13:45:24.307Z",{"docs":659,"news":1800,"bestPractices":2538},{"count":660,"items":661},161,[662,675,686,695,704,709,714,721,730,737,746,753,762,771,780,786,793,799,806,813,822,830,839,848,857,866,873,878,886,895,903,912,920,925,932,940,949,956,960,966,973,978,985,992,997,1007,1016,1024,1032,1039,1047,1053,1058,1064,1072,1077,1082,1089,1095,1103,1110,1116,1123,1128,1134,1141,1147,1157,1163,1172,1178,1183,1188,1196,1203,1209,1216,1224,1231,1238,1247,1255,1263,1270,1276,1283,1289,1298,1304,1311,1316,1325,1333,1341,1350,1357,1364,1374,1380,1386,1389,1397,1404,1411,1418,1424,1431,1436,1446,1455,1461,1463,1469,1475,1482,1489,1496,1505,1512,1517,1524,1531,1540,1547,1554,1560,1566,1573,1579,1584,1589,1596,1602,1610,1616,1623,1629,1638,1644,1650,1657,1663,1669,1677,1685,1690,1698,1704,1710,1717,1724,1729,1736,1746,1753,1759,1766,1772,1779,1785,1794],{"title":663,"description":664,"path":665,"category":666,"updatedAt":667,"sourceType":668,"tags":669},"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",[670,652,671,672,673,674],"concepts","agent","channels","tools","memory",{"title":676,"description":677,"path":678,"category":666,"updatedAt":679,"sourceType":668,"tags":680},"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",[681,682,683,684,685],"developers","teams","architecture","configuration","skills",{"title":687,"description":688,"path":689,"category":666,"updatedAt":679,"sourceType":668,"tags":690},"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",[691,692,652,693,694],"enterprise","operations","security","upgrades",{"title":696,"description":697,"path":698,"category":666,"updatedAt":699,"sourceType":647,"tags":700},"创建第一个 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等多人频道后，如何把频道、线程、私聊和长期记忆分开，避免上下文污染。","/docs/operations/team-channel-session-strategy",[856,885,954,682,1423,692],"group-chat",{"title":1425,"description":1426,"path":1427,"category":1235,"updatedAt":1151,"sourceType":647,"tags":1428},"Trusted Proxy Auth 怎么用","理解 OpenClaw 的 trusted-proxy 认证模式、适用场景、风险检查项，以及它和普通 TLS 反向代理的本质区别。","/docs/operations/trusted-proxy-auth",[1429,1430,937,652,693],"trusted-proxy","reverse-proxy",{"title":1432,"description":1433,"path":1434,"category":1235,"updatedAt":741,"sourceType":647,"tags":1435},"Trusted Proxy 和 Tailscale Serve 怎么选","基于最新官方安全与 trusted proxy 文档，解释 OpenClaw 在 trusted-proxy、token/password 和 Tailscale Serve 之间各自适合什么场景。","/docs/operations/trusted-proxy-vs-tailscale-serve",[1429,1253,1430,937,652,693],{"title":1437,"description":1438,"path":1439,"category":1235,"updatedAt":654,"sourceType":647,"tags":1440},"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 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CLI、配置、诊断和模块说明时该怎么找信息。","/docs/reference/api-reference-overview",[653,1115,1153,1460],"diagnostics",{"title":5,"description":640,"path":643,"category":638,"updatedAt":654,"sourceType":647,"tags":1462},[650,465,651,652,511,653],{"title":1464,"description":1465,"path":1466,"category":638,"updatedAt":862,"sourceType":647,"tags":1467},"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",[937,1468,1454,972,653],"profiles",{"title":1470,"description":1471,"path":1472,"category":638,"updatedAt":862,"sourceType":647,"tags":1473},"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",[450,1474,883,984,653],"bootstrapToken",{"title":1476,"description":1477,"path":1478,"category":638,"updatedAt":852,"sourceType":647,"tags":1479},"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",[450,1480,672,1481,1275],"allowFrom","account",{"title":1483,"description":1484,"path":1485,"category":638,"updatedAt":699,"sourceType":647,"tags":1486},"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",[1115,653,1487,1488],"commands","terminal",{"title":1490,"description":1491,"path":1492,"category":638,"updatedAt":862,"sourceType":647,"tags":1493},"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",[1494,1495,937,948,653],"cloudflare-ai-gateway","headers",{"title":1497,"description":1498,"path":1499,"category":1500,"updatedAt":654,"sourceType":908,"tags":1501},"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",[908,1502,1503,1504],"github","issues","feedback",{"title":1506,"description":1507,"path":1508,"category":638,"updatedAt":699,"sourceType":647,"tags":1509},"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",[684,653,1510,1511],"settings","options",{"title":1513,"description":1514,"path":1515,"category":638,"updatedAt":741,"sourceType":647,"tags":1516},"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",[917,450,984,939,1275],{"title":1518,"description":1519,"path":1520,"category":638,"updatedAt":862,"sourceType":647,"tags":1521},"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",[1260,1063,1522,1523,653],"scheduler","queue",{"title":1525,"description":1526,"path":1527,"category":638,"updatedAt":1213,"sourceType":647,"tags":1528},"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",[729,938,1529,1530,937],"secretref","sessionStorage",{"title":1532,"description":1533,"path":1534,"category":1535,"updatedAt":699,"sourceType":647,"tags":1536},"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",[1537,1538,1539,1294,1052],"debugging","debug","runtime-overrides",{"title":1541,"description":1542,"path":1543,"category":638,"updatedAt":834,"sourceType":647,"tags":1544},"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",[1460,1545,1546,1538,653],"logging","flags",{"title":1548,"description":1549,"path":1550,"category":638,"updatedAt":834,"sourceType":647,"tags":1551},"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",[856,1552,1553,837,653],"dmScope","identityLinks",{"title":1555,"description":1556,"path":1557,"category":638,"updatedAt":834,"sourceType":647,"tags":1558},"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",[1294,1295,1460,1559,653],"migrations",{"title":1561,"description":1562,"path":1563,"category":638,"updatedAt":834,"sourceType":647,"tags":1564},"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",[1156,684,864,1565,653],"shell",{"title":1567,"description":1568,"path":1569,"category":638,"updatedAt":654,"sourceType":668,"tags":1570},"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",[1571,1370,908,1572,1372],"sources","trust",{"title":1574,"description":1575,"path":1576,"category":638,"updatedAt":741,"sourceType":647,"tags":1577},"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",[652,1578,1115,1221,829],"rpc",{"title":1580,"description":1581,"path":1582,"category":638,"updatedAt":834,"sourceType":647,"tags":1583},"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",[450,984,652,828,653],{"title":1585,"description":1586,"path":1587,"category":638,"updatedAt":1213,"sourceType":647,"tags":1588},"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",[856,652,798,729,653],{"title":1590,"description":1591,"path":1592,"category":638,"updatedAt":862,"sourceType":647,"tags":1593},"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",[652,1221,1594,1595,653],"protocol","scopes",{"title":1597,"description":1598,"path":1599,"category":638,"updatedAt":852,"sourceType":647,"tags":1600},"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",[855,1601,837,465,1002],"mention",{"title":1603,"description":1604,"path":1605,"category":638,"updatedAt":862,"sourceType":647,"tags":1606},"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",[1268,1607,1608,1609,653],"visibility","activeHours","alerts",{"title":1611,"description":1612,"path":1613,"category":638,"updatedAt":852,"sourceType":647,"tags":1614},"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",[1215,1221,1615,652,653],"sdk",{"title":1617,"description":1618,"path":1619,"category":638,"updatedAt":852,"sourceType":647,"tags":1620},"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",[684,1621,1245,1622,653],"include","arrays",{"title":1624,"description":1625,"path":1626,"category":638,"updatedAt":834,"sourceType":647,"tags":1627},"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",[1088,1628,650,719,653],"invoke",{"title":1630,"description":1631,"path":1632,"category":638,"updatedAt":862,"sourceType":647,"tags":1633},"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",[674,1634,1635,1636,1637,653],"hybrid-search","ranking","mmr","retrieval",{"title":1639,"description":1640,"path":1641,"category":638,"updatedAt":654,"sourceType":647,"tags":1642},"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",[791,1643,937,948,653],"probe",{"title":1645,"description":1646,"path":1647,"category":638,"updatedAt":1151,"sourceType":647,"tags":1648},"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",[450,984,1480,1649,1275],"credentials",{"title":1651,"description":1652,"path":1653,"category":638,"updatedAt":654,"sourceType":647,"tags":1654},"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",[776,891,1655,1656,1372,653],"npm","pin",{"title":1658,"description":1659,"path":1660,"category":1535,"updatedAt":741,"sourceType":647,"tags":1661},"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 日志分别该在什么场景开启，以及如何避免把调试日志变成隐私风险。","/docs/reference/raw-stream-debugging",[1537,1662,1052,948,1015],"raw-stream",{"title":1664,"description":1665,"path":1666,"category":638,"updatedAt":862,"sourceType":647,"tags":1667},"remote auth fallback 和 tlsFingerprint 应该什么时候用","基于最新官方 Remote Access 文档，解释 gateway.remote 这套远程连接参数什么时候只是兜底、什么时候会 fail closed，以及 tlsFingerprint 在 wss 场景里真正保护什么。","/docs/reference/remote-auth-fallback-and-tls-fingerprint",[743,1668,937,652,653],"tlsFingerprint",{"title":1670,"description":1671,"path":1672,"category":638,"updatedAt":862,"sourceType":647,"tags":1673},"回复机器人消息也算 mention 吗，pending history 又什么时候会进上下文","基于最新官方 Groups 与 Group Messages 文档，解释 OpenClaw 在群聊里怎样把 reply metadata 当成隐式 mention，以及未触发回复的群消息何时只进入 pending history、何时会被彻底丢弃。","/docs/reference/reply-mention-and-pending-history",[855,1674,1675,1676,653],"mentions","pending-history","reply",{"title":1678,"description":1679,"path":1680,"category":638,"updatedAt":834,"sourceType":647,"tags":1681},"SecretRefs 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的分工更清楚。","/news/openclaw-broadcast-groups-watch-2026-03-25","https://docs.openclaw.ai/channels/broadcast-groups",[854,838,855,837,884],{"title":2044,"description":2045,"path":2046,"category":2014,"date":862,"updatedAt":862,"sourceType":647,"source":2047,"tags":2048},"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",[729,1429,450,743,693],{"title":2050,"description":2051,"path":2052,"category":2014,"date":654,"updatedAt":654,"sourceType":647,"source":2022,"tags":2053},"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",[883,885,650,672,1385],{"title":2055,"description":2056,"path":2057,"category":1867,"date":667,"updatedAt":667,"sourceType":908,"source":2058,"tags":2059},"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",[1742,909,1870,1822],{"title":2061,"description":2062,"path":2063,"category":2014,"date":654,"updatedAt":654,"sourceType":647,"source":2064,"tags":2065},"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",[891,685,900,901,2066,892],"telemetry",{"title":2068,"description":2069,"path":2070,"category":1807,"date":741,"updatedAt":741,"sourceType":647,"source":2071,"tags":2072},"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",[1115,652,1578,829,692],{"title":2074,"description":2075,"path":2076,"category":2014,"date":834,"updatedAt":834,"sourceType":647,"source":2077,"tags":2078},"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",[684,1156,836,2079,692],"overrides",{"title":2081,"description":2082,"path":2083,"category":1807,"date":741,"updatedAt":741,"sourceType":647,"source":2008,"tags":2084},"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",[1169,1170,972,674,2085],"continuity",{"title":2087,"description":2088,"path":2089,"category":1807,"date":741,"updatedAt":741,"sourceType":647,"source":2090,"tags":2091},"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",[917,729,1253,450,743],{"title":2093,"description":2094,"path":2095,"category":2014,"date":1213,"updatedAt":1213,"sourceType":647,"source":2028,"tags":2096},"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 环境里的引导行为，也让它更像正式控制面入口。","/news/openclaw-dashboard-bootstrap-watch-2026-03-26",[729,2097,1529,937,917],"bootstrap",{"title":2099,"description":2100,"path":2101,"category":2014,"date":654,"updatedAt":654,"sourceType":647,"source":2028,"tags":2102},"OpenClaw Web 控制面观察：Dashboard 与 WebChat 的认证引导和回流边界正在变清楚","基于 2026 年 3 月 24 日可见的官方 dashboard CLI、Web Dashboard 与 WebChat 文档，最近 Web 控制面最值得关注的变化是认证引导、SecretRef token 处理和 WebChat 回流边界正在被主动写清。","/news/openclaw-dashboard-webchat-auth-watch-2026-03-24",[729,798,938,1529,837,2103],"web",{"title":2105,"description":2106,"path":2107,"category":1807,"date":667,"updatedAt":667,"sourceType":908,"source":2108,"tags":2109},"OpenClaw 开发者生态扩张观察：中文技能与本地工作流成为新增长点","基于 2026 年 3 月 16 日临时素材，整理 OpenClaw 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",[681,685,909,1742],{"title":2111,"description":2112,"path":2113,"category":2014,"date":852,"updatedAt":852,"sourceType":647,"source":2114,"tags":2115},"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",[984,450,938,1288,2116],"rotate",{"title":2118,"description":2119,"path":2120,"category":2014,"date":834,"updatedAt":834,"sourceType":647,"source":2121,"tags":2122},"OpenClaw 的诊断与修复工作流正在成型","官方最近围绕 Doctor、Diagnostics Flags、Debugging 和 sessions cleanup 的文档更新，正在把 OpenClaw 的排障方式从“看日志猜”推进到更清楚的 repair ladder。","/news/openclaw-diagnostics-repair-watch-2026-03-22","https://docs.openclaw.ai/doctor",[1294,1460,1295,1537,692],{"title":2124,"description":2125,"path":2126,"category":2014,"date":852,"updatedAt":852,"sourceType":647,"source":2121,"tags":2127},"OpenClaw 排障观察：doctor 正在从“检查器”继续长成带备份心智的修复入口","基于 2026 年 3 月 25 日可见的官方 Doctor 文档，最近排障层最值得关注的变化之一是 doctor 对 stale config、unknown keys 和 legacy 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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",[691,1744,719,1742],{"title":2146,"description":2147,"path":2148,"category":1807,"date":741,"updatedAt":741,"sourceType":647,"source":2149,"tags":2150},"OpenClaw 扩展层观察：ClawHub、插件托管 hooks 与 onboarding 勾选正在把扩展能力收拢成一条更完整链路","基于 2026 年 3 月 21 日可见的官方 Skills、ClawHub、Plugins 与 Hooks 文档，整理最近最值得中文站关注的扩展层变化：技能 registry、插件托管 hooks，以及 onboarding 阶段对推荐 hooks 的直接引导。","/news/openclaw-extension-stack-watch-2026-03-21","https://docs.openclaw.ai/automation/hooks",[685,891,776,778,910],{"title":2152,"description":2153,"path":2154,"category":2014,"date":852,"updatedAt":852,"sourceType":647,"source":2155,"tags":2156},"OpenClaw 正在把 gateway-owned pairing 的过期与轮换边界说清楚","官方最新 Gateway-owned pairing 文档把 pending request 的 5 分钟过期、fresh token 生成和 UI 只是审批前端这几层边界写得更清楚了。","/news/openclaw-gateway-pairing-expiry-watch-2026-03-25","https://docs.openclaw.ai/gateway/pairing",[652,450,2157,938,828],"pending",{"title":2159,"description":2160,"path":2161,"category":2014,"date":1213,"updatedAt":1213,"sourceType":647,"source":2162,"tags":2163},"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",[652,856,798,729,2164],"state",{"title":2166,"description":2167,"path":2168,"category":2014,"date":852,"updatedAt":852,"sourceType":647,"source":2169,"tags":2170},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 顺序写得更完整了，也让“没回”和“没进系统”首次更容易区分。","/news/openclaw-group-policy-watch-2026-03-25","https://docs.openclaw.ai/channels/groups",[855,1601,465,1002,837],{"title":2172,"description":2173,"path":2174,"category":2014,"date":862,"updatedAt":862,"sourceType":647,"source":2169,"tags":2175},"OpenClaw 正在把群触发从“@一下就行”写成更完整的治理链","官方最近围绕 Groups、Group Messages 和 Broadcast Groups 的文档更新，正在把 reply-to implicit mention、pending history、forum topic session key 和 shared-group rollout 写成更完整的群入口治理链。","/news/openclaw-group-trigger-governance-watch-2026-03-29",[855,1674,2176,854,1094],"activation",{"title":2178,"description":2179,"path":2180,"category":2014,"date":852,"updatedAt":852,"sourceType":647,"source":2181,"tags":2182},"OpenClaw 配置观察：include 合并边界正在从“能拆文件”继续走向“能预测最终结果”","基于 2026 年 3 月 25 日可见的官方 Configuration 文档，最近配置层最值得关注的变化之一是 include、数组处理和 sibling override 的顺序正在被官方主动写清。","/news/openclaw-include-merge-boundary-watch-2026-03-25","https://docs.openclaw.ai/gateway/configuration",[684,1621,1245,1622,692],{"title":2184,"description":2185,"path":2186,"category":1807,"date":741,"updatedAt":741,"sourceType":647,"source":2187,"tags":2188},"OpenClaw 官方 Showcase 基础设施观察：Home Assistant、Nix 与远程文件流转正在成为高频落地方向","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得关注的基础设施与部署类案例，观察 OpenClaw 在家庭服务器、可复现部署和远程实例运维上的真实应用。","/news/openclaw-infra-showcase-watch-2026-03-21","https://docs.openclaw.ai/start/showcase",[2189,1744,2190,2191,2192],"showcase","home-assistant","nix","infrastructure",{"title":2194,"description":2195,"path":2196,"category":2014,"date":834,"updatedAt":834,"sourceType":647,"source":2197,"tags":2198},"OpenClaw 的长期会话治理能力正在变完整","官方最近围绕 session、memory、compaction 和 secure DM mode 的文档更新，正在把长期连续性、上下文边界和重置策略拼成一条更完整的治理链。","/news/openclaw-long-session-governance-watch-2026-03-22","https://docs.openclaw.ai/concepts/session",[972,674,1170,2085,1094],{"title":2200,"description":2201,"path":2202,"category":2014,"date":834,"updatedAt":834,"sourceType":647,"source":2203,"tags":2204},"OpenClaw 的后台维护生命周期正在变清楚","官方最近围绕 cron、sessions cleanup、doctor 和 retention 的文档更新，正在把长期运行时的会话、日志和作业痕迹分成更清楚的维护层次。","/news/openclaw-maintenance-lifecycle-watch-2026-03-22","https://docs.openclaw.ai/cron",[1373,1260,972,1261,692],{"title":2206,"description":2207,"path":2208,"category":1834,"date":1808,"updatedAt":725,"sourceType":1502,"source":1836,"tags":2209},"OpenClaw 2026年3月版本更新：技能系统与安全性全面升级","OpenClaw 发布重要更新，带来性能优化、全新技能系统和安全性改进。","/news/openclaw-march-2026-update",[1370,1441,1371,685,693],{"title":2211,"description":2212,"path":2213,"category":2014,"date":654,"updatedAt":654,"sourceType":647,"source":2214,"tags":2215},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 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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",[2189,674,946,2226,2227],"vector-search","knowledge",{"title":2229,"description":2230,"path":2231,"category":2014,"date":852,"updatedAt":852,"sourceType":647,"source":2232,"tags":2233},"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",[1601,855,883,885,954],{"title":2235,"description":2236,"path":2237,"category":2014,"date":834,"updatedAt":834,"sourceType":647,"source":2238,"tags":2239},"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",[1002,798,837,1006,672],{"title":2241,"description":2242,"path":2243,"category":2014,"date":654,"updatedAt":654,"sourceType":647,"source":2071,"tags":2244},"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",[791,1643,948,937,1332],{"title":2246,"description":2247,"path":2248,"category":2014,"date":852,"updatedAt":852,"sourceType":647,"source":2249,"tags":2250},"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",[828,983,652,450,984],{"title":2252,"description":2253,"path":2254,"category":1807,"date":741,"updatedAt":741,"sourceType":647,"source":2255,"tags":2256},"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",[728,1791,2257,1792,1373],"install",{"title":2259,"description":2260,"path":2261,"category":2014,"date":1213,"updatedAt":1213,"sourceType":647,"source":2090,"tags":2262},"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",[1385,939,917,450,743],{"title":2264,"description":2265,"path":2266,"category":2014,"date":862,"updatedAt":862,"sourceType":647,"source":2267,"tags":2268},"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",[729,798,1221,1385,829],{"title":2270,"description":2271,"path":2272,"category":2014,"date":852,"updatedAt":852,"sourceType":647,"source":2114,"tags":2273},"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",[450,1480,672,1481,692],{"title":2275,"description":2276,"path":2277,"category":1807,"date":741,"updatedAt":741,"sourceType":647,"source":2278,"tags":2279},"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",[776,909,778,908,910],{"title":2281,"description":2282,"path":2283,"category":2014,"date":654,"updatedAt":654,"sourceType":647,"source":2284,"tags":2285},"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",[776,891,1655,1656,1372],{"title":2287,"description":2288,"path":2289,"category":2014,"date":654,"updatedAt":654,"sourceType":647,"source":2290,"tags":2291},"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",[1087,1088,719,650,777],{"title":2293,"description":2294,"path":2295,"category":2014,"date":862,"updatedAt":862,"sourceType":647,"source":2296,"tags":2297},"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",[948,791,828,937,1094],{"title":2299,"description":2300,"path":2301,"category":2014,"date":862,"updatedAt":862,"sourceType":647,"source":2302,"tags":2303},"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",[948,1454,791,652,692],{"title":2305,"description":2306,"path":2307,"category":1807,"date":741,"updatedAt":741,"sourceType":647,"source":2008,"tags":2308},"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",[1370,1371,1373,1372],{"title":2310,"description":2311,"path":2312,"category":2014,"date":834,"updatedAt":834,"sourceType":647,"source":2028,"tags":2313},"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",[729,450,828,743,1275],{"title":2315,"description":2316,"path":2317,"category":2014,"date":852,"updatedAt":852,"sourceType":647,"source":2318,"tags":2319},"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",[837,836,2320,672,838],"threads",{"title":2322,"description":2323,"path":2324,"category":2014,"date":852,"updatedAt":852,"sourceType":647,"source":2325,"tags":2326},"OpenClaw Secret 观察：active snapshot 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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",[693,1682,650,2353,692],"proxy",{"title":2355,"description":2356,"path":2357,"category":2014,"date":1694,"updatedAt":1694,"sourceType":647,"source":2358,"tags":2359},"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",[856,1697,1170,1696,652],{"title":2361,"description":2362,"path":2363,"category":2014,"date":1694,"updatedAt":1694,"sourceType":647,"source":2364,"tags":2365},"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",[972,1115,1703,1394,692],{"title":2367,"description":2368,"path":2369,"category":2014,"date":852,"updatedAt":852,"sourceType":647,"source":2370,"tags":2371},"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",[693,1409,1410,2372,652],"sandbox",{"title":2374,"description":2375,"path":2376,"category":1807,"date":741,"updatedAt":741,"sourceType":647,"source":2187,"tags":2377},"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",[2189,908,883,685,720],{"title":2379,"description":2380,"path":2381,"category":2014,"date":862,"updatedAt":862,"sourceType":647,"source":2370,"tags":2382},"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",[1409,1553,854,837,693],{"title":2384,"description":2385,"path":2386,"category":2014,"date":1694,"updatedAt":1694,"sourceType":647,"source":2387,"tags":2388},"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",[1696,948,1722,1723,2389],"compatibility",{"title":2391,"description":2392,"path":2393,"category":2014,"date":654,"updatedAt":654,"sourceType":647,"source":2047,"tags":2394},"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",[1429,693,743,652,937],{"title":2396,"description":2397,"path":2398,"category":2014,"date":1213,"updatedAt":1213,"sourceType":647,"source":2162,"tags":2399},"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",[652,798,1215,1537,856],{"title":2401,"description":2402,"path":2403,"category":2014,"date":654,"updatedAt":654,"sourceType":647,"source":2404,"tags":2405},"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",[1771,1373,1468,652,2164],{"title":2407,"description":2408,"path":2409,"category":2014,"date":654,"updatedAt":654,"sourceType":647,"source":2410,"tags":2411},"OpenClaw 更新观察：stable、beta、dev 正在从版本标签变成正式 rollout 体系","基于 2026 年 3 月 24 日可见的官方 update CLI 与 Updating 文档，最近最值得关注的变化之一是更新通道和 auto-updater 行为已经被官方写成一套明确的 rollout 逻辑。","/news/openclaw-update-channels-watch-2026-03-24","https://docs.openclaw.ai/cli/update",[1441,1442,1443,1444,1445],{"title":2413,"description":2414,"path":2415,"category":1807,"date":741,"updatedAt":741,"sourceType":647,"source":2187,"tags":2416},"OpenClaw 官方 Showcase 语音观察：Phone Bridge、Telegram Voice Notes 与多语言转录正在把语音入口做实","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语音与电话类案例，观察 OpenClaw 在电话桥接、TTS 回传和多语言转录上的真实方向。","/news/openclaw-voice-phone-showcase-watch-2026-03-21",[2189,931,2417,2418,946],"phone","tts",{"title":2420,"description":2421,"path":2422,"category":2014,"date":852,"updatedAt":852,"sourceType":647,"source":2423,"tags":2424},"OpenClaw 语音观察：全局 wake words 与设备本地 toggle 的分层正在变清楚","基于 2026 年 3 月 25 日可见的官方 Voice Wake 文档，最近语音层最值得关注的变化之一是 Gateway 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