[{"data":1,"prerenderedAt":3342},["ShallowReactive",2],{"best-practices:monitoring-alerting":3,"content-manifest":831},{"id":4,"title":5,"body":6,"category":814,"date":815,"description":816,"difficulty":817,"extension":818,"meta":819,"navigation":232,"path":820,"seo":821,"source":815,"sourceName":815,"sourceType":822,"stem":823,"tags":824,"updatedAt":829,"__hash__":830},"bestPractices/best-practices/monitoring-alerting.md","监控与告警系统",{"type":7,"value":8,"toc":796},"minimark",[9,12,16,20,24,76,79,123,127,130,213,216,294,298,301,469,472,475,635,638,766,769,792],[10,11,5],"h1",{"id":5},[13,14,15],"p",{},"本文介绍 OpenClaw 的监控和告警系统。",[17,18,19],"h2",{"id":19},"监控指标",[21,22,23],"h3",{"id":23},"系统指标",[25,26,27,40],"table",{},[28,29,30],"thead",{},[31,32,33,37],"tr",{},[34,35,36],"th",{},"指标",[34,38,39],{},"说明",[41,42,43,52,60,68],"tbody",{},[31,44,45,49],{},[46,47,48],"td",{},"cpu_usage",[46,50,51],{},"CPU 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metrics_path: '/metrics'\n","yaml","",[138,139,140,149,160,176,184,202],"code",{"__ignoreMap":136},[141,142,145],"span",{"class":143,"line":144},"line",1,[141,146,148],{"class":147},"sJ8bj","# prometheus.yml\n",[141,150,152,156],{"class":143,"line":151},2,[141,153,155],{"class":154},"s9eBZ","scrape_configs",[141,157,159],{"class":158},"sVt8B",":\n",[141,161,163,166,169,172],{"class":143,"line":162},3,[141,164,165],{"class":158},"  - ",[141,167,168],{"class":154},"job_name",[141,170,171],{"class":158},": ",[141,173,175],{"class":174},"sZZnC","'openclaw'\n",[141,177,179,182],{"class":143,"line":178},4,[141,180,181],{"class":154},"    static_configs",[141,183,159],{"class":158},[141,185,187,190,193,196,199],{"class":143,"line":186},5,[141,188,189],{"class":158},"      - ",[141,191,192],{"class":154},"targets",[141,194,195],{"class":158},": [",[141,197,198],{"class":174},"'localhost:18789'",[141,200,201],{"class":158},"]\n",[141,203,205,208,210],{"class":143,"line":204},6,[141,206,207],{"class":154},"    metrics_path",[141,209,171],{"class":158},[141,211,212],{"class":174},"'/metrics'\n",[21,214,215],{"id":215},"自定义指标",[131,217,221],{"className":218,"code":219,"language":220,"meta":136,"style":136},"language-python shiki shiki-themes github-light github-dark","from prometheus_client import Counter, Histogram\n\nrequests_total = Counter(\n    'openclaw_requests_total',\n    'Total requests',\n    ['channel', 'status']\n)\n\nrequest_duration = Histogram(\n    'openclaw_request_duration_seconds',\n    'Request duration',\n    ['channel']\n)\n","python",[138,222,223,228,234,239,244,249,254,260,265,271,277,283,289],{"__ignoreMap":136},[141,224,225],{"class":143,"line":144},[141,226,227],{},"from prometheus_client import Counter, 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['channel']\n",[141,290,292],{"class":143,"line":291},13,[141,293,259],{},[17,295,297],{"id":296},"grafana-仪表板","Grafana 仪表板",[21,299,300],{"id":300},"仪表板配置",[131,302,306],{"className":303,"code":304,"language":305,"meta":136,"style":136},"language-json shiki shiki-themes github-light github-dark","{\n  \"dashboard\": {\n    \"title\": \"OpenClaw 监控\",\n    \"panels\": [\n      {\n        \"title\": \"请求速率\",\n        \"targets\": [\n          {\n            \"expr\": \"rate(openclaw_requests_total[5m])\"\n          }\n        ]\n      },\n      {\n        \"title\": \"响应时间 P95\",\n        \"targets\": [\n          {\n            \"expr\": \"histogram_quantile(0.95, openclaw_request_duration_bucket)\"\n          }\n        ]\n      }\n    ]\n  }\n}\n","json",[138,307,308,313,322,335,343,348,360,367,372,382,387,392,397,401,413,420,425,435,440,445,451,457,463],{"__ignoreMap":136},[141,309,310],{"class":143,"line":144},[141,311,312],{"class":158},"{\n",[141,314,315,319],{"class":143,"line":151},[141,316,318],{"class":317},"sj4cs","  \"dashboard\"",[141,320,321],{"class":158},": {\n",[141,323,324,327,329,332],{"class":143,"line":162},[141,325,326],{"class":317},"    \"title\"",[141,328,171],{"class":158},[141,330,331],{"class":174},"\"OpenClaw 监控\"",[141,333,334],{"class":158},",\n",[141,336,337,340],{"class":143,"line":178},[141,338,339],{"class":317},"    \"panels\"",[141,341,342],{"class":158},": [\n",[141,344,345],{"class":143,"line":186},[141,346,347],{"class":158},"      {\n",[141,349,350,353,355,358],{"class":143,"line":204},[141,351,352],{"class":317},"        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\n",[141,578,579,581,583,585],{"class":143,"line":285},[141,580,189],{"class":158},[141,582,512],{"class":154},[141,584,171],{"class":158},[141,586,587],{"class":174},"HighMemory\n",[141,589,590,592,594],{"class":143,"line":291},[141,591,522],{"class":154},[141,593,171],{"class":158},[141,595,596],{"class":174},"openclaw_memory_usage > 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为什么不是故障。","/docs/reference/heartbeat-ack-and-visibility-controls",[1448,1794,1795,1796,1637],"visibility","activeHours","alerts",{"title":1798,"description":1799,"path":1800,"category":1631,"updatedAt":1027,"sourceType":875,"tags":1801},"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",[1395,1401,1802,846,1637],"sdk",{"title":1804,"description":1805,"path":1806,"category":1631,"updatedAt":1027,"sourceType":875,"tags":1807},"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",[860,1808,1425,1809,1637],"include","arrays",{"title":1811,"description":1812,"path":1813,"category":1631,"updatedAt":1009,"sourceType":875,"tags":1814},"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",[1268,1815,1137,895,1637],"invoke",{"title":1817,"description":1818,"path":1819,"category":1631,"updatedAt":1036,"sourceType":875,"tags":1820},"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",[850,1821,1822,1823,1824,1637],"hybrid-search","ranking","mmr","retrieval",{"title":1826,"description":1827,"path":1828,"category":1631,"updatedAt":959,"sourceType":875,"tags":1829},"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",[967,1830,1111,1122,1637],"probe",{"title":1832,"description":1833,"path":1834,"category":1631,"updatedAt":1331,"sourceType":875,"tags":1835},"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",[1162,1163,1667,1836,1455],"credentials",{"title":1838,"description":1839,"path":1840,"category":1631,"updatedAt":959,"sourceType":875,"tags":1841},"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",[951,1065,1842,1843,1551,1637],"npm","pin",{"title":1845,"description":1846,"path":1847,"category":1722,"updatedAt":916,"sourceType":875,"tags":1848},"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",[1724,1849,1231,1122,1194],"raw-stream",{"title":1851,"description":1852,"path":1853,"category":1631,"updatedAt":1036,"sourceType":875,"tags":1854},"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",[918,1855,1111,846,1637],"tlsFingerprint",{"title":1857,"description":1858,"path":1859,"category":1631,"updatedAt":1036,"sourceType":875,"tags":1860},"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",[484,1861,1862,1863,1637],"mentions","pending-history","reply",{"title":1865,"description":1866,"path":1867,"category":1631,"updatedAt":1009,"sourceType":875,"tags":1868},"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",[1869,1870,1871,1122,1637],"secrets","secretrefs","runtime",{"title":1873,"description":1874,"path":1875,"category":1631,"updatedAt":1027,"sourceType":875,"tags":1876},"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",[1030,868,1739,1162,1248],{"title":1878,"description":1879,"path":1880,"category":1631,"updatedAt":1881,"sourceType":875,"tags":1882},"session JSONL、compaction entry 和 branch summary 应该怎么理解","基于最新官方 Session Management Deep Dive 文档，解释 OpenClaw 的 session JSONL 结构、compaction entry、branch summary 和 store counters 分别在回答什么问题，避免把 transcript 文件当成一团无结构日志。","/docs/reference/session-jsonl-and-compaction-entries","2026-04-01",[1030,1883,1884,1350,1637],"transcript","jsonl",{"title":1886,"description":1887,"path":1888,"category":1631,"updatedAt":1881,"sourceType":875,"tags":1889},"openclaw sessions 的 store scope 和巡检方式","基于最新官方 sessions CLI 文档，解释 openclaw sessions 在默认 agent、单 agent、all-agents 和显式 store 路径下分别在看什么，以及长期运维里为什么值得把它当作 session store 巡检入口。","/docs/reference/sessions-cli-store-scope-and-audit",[1150,1295,1890,1575,828],"store",{"title":1892,"description":1893,"path":1894,"category":1631,"updatedAt":1036,"sourceType":875,"tags":1895},"哪些配置会被官方当成 shared-user ingress 信号","基于最新官方 security audit 文档，解释 OpenClaw 为什么会把开放 DM、群目标和 wildcard sender 规则识别成 shared-user ingress 信号，以及这些提醒真正想让你检查什么。","/docs/reference/shared-user-ingress-signals",[868,1590,1575,1896,1637],"ingress",{"title":1898,"description":1899,"path":1900,"category":1631,"updatedAt":916,"sourceType":875,"tags":1901},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 openclaw status、health、logs 三组命令各自应该回答什么问题，以及值班和排障时更稳的使用顺序。","/docs/reference/status-health-and-logs",[1295,1483,1902,1231,1903],"health","troubleshooting",{"title":1905,"description":1906,"path":1907,"category":1631,"updatedAt":1881,"sourceType":875,"tags":1908},"对话记录清理（provider fixups）到底改了什么，不改什么","基于最新官方 Transcript Hygiene 文档，解释 OpenClaw 在运行前对 transcript 做的 provider-specific fixups、图片清理、tool 调用配对修复和思考签名清理分别解决什么问题，以及为什么它不会重写磁盘 JSONL。","/docs/reference/transcript-hygiene-and-provider-fixups",[1883,1909,1122,1910,1637],"hygiene","tool-calls",{"title":1912,"description":1913,"path":790,"category":1722,"updatedAt":829,"sourceType":875,"tags":1914},"故障排除与诊断思路","把 OpenClaw 常见问题按环境、入口、配置、认证和运行状态拆开，建立更高效的排查顺序。",[1903,1474,1483,1231],{"title":1916,"description":1917,"path":1918,"category":1631,"updatedAt":1009,"sourceType":875,"tags":1919},"WebChat 的 history、inject 和展示边界","基于最新官方 WebChat 文档，整理 chat.history 的截断/占位规则、chat.inject 的真实用途，以及为什么 WebChat 看见的 transcript 不是原始 JSONL 的一比一镜像。","/docs/reference/webchat-history-and-inject-boundaries",[974,1920,1921,1883,1637],"history","inject",{"title":1923,"description":1924,"path":1925,"category":1926,"updatedAt":959,"sourceType":875,"tags":1927},"国内云部署思路","面向中文团队整理 OpenClaw 在国内或面向国内网络环境部署时最该先判断的三件事：入口生态、模型端点和长期在线后的运维边界。","/docs/setup/china-cloud-deployment","安装",[1928,1929,1930,1931,1502,1503],"china","cloud","deployment","feishu",{"title":1933,"description":1934,"path":1935,"category":1926,"updatedAt":829,"sourceType":875,"tags":1936},"部署方式怎么选","从本地安装、Docker、国内云模板和海外一键部署四类路径理解 OpenClaw 的部署选择，而不是只追求“最快装上”。","/docs/setup/deployment-options",[1930,919,1937,1929,1938],"docker","wsl2",{"title":1940,"description":1941,"path":1942,"category":1926,"updatedAt":1341,"sourceType":875,"tags":1943},"OpenClaw 安装与环境","按官方推荐方式安装 OpenClaw，并根据本地开发、WSL2 和生产部署场景选择合适的安装路径。","/docs/setup/installation",[902,1842,1944,1938],"install-script",{"title":1946,"description":1947,"path":1948,"category":1926,"updatedAt":916,"sourceType":875,"tags":1949},"安装器方式和升级路径怎么选","基于最新官方 Install 与 Updating 文档，整理 install.sh、install-cli.sh、PowerShell 安装器、全局包安装和 git 安装各自适合什么场景，以及后续升级时应该走哪条路径。","/docs/setup/installer-methods-and-upgrade-paths",[902,1950,1944,1951,1552],"updater","git",{"title":1953,"description":1954,"path":1955,"category":1926,"updatedAt":874,"sourceType":875,"tags":1956},"安装器、更新与卸载","基于官方安装器、更新和卸载文档，整理 OpenClaw 从首次安装到原地升级、服务移除和彻底卸载的完整维护路径。","/docs/setup/installer-update-and-uninstall",[902,1950,1957,1474,1552],"uninstall",{"title":1959,"description":1960,"path":1961,"category":1926,"updatedAt":874,"sourceType":875,"tags":1962},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 的详细指南。","/docs/setup/linux-installation",[1963,902,911,1964],"linux","server",{"title":1966,"description":1967,"path":1968,"category":1926,"updatedAt":874,"sourceType":875,"tags":1969},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[1021,902,911,1970],"apple",{"title":1972,"description":1973,"path":1974,"category":1975,"updatedAt":829,"sourceType":875,"tags":1976},"版本迁移与升级检查单","在 OpenClaw 版本升级前后，优先检查配置、CLI、认证和入口层变化，避免把升级直接变成线上事故。","/docs/setup/migration-guide","迁移",[1977,1978,1549,1979],"migration","upgrade","checklist",{"title":1981,"description":1982,"path":1983,"category":1926,"updatedAt":874,"sourceType":875,"tags":1984},"Windows 安装指南","在 Windows 上安装和配置 OpenClaw 的详细指南，推荐使用 WSL2。","/docs/setup/windows-installation",[1985,902,911,1938],"windows",{"count":1987,"latestDate":1881,"items":1988},111,[1989,1997,2009,2016,2026,2035,2040,2049,2057,2063,2070,2077,2084,2092,2098,2108,2118,2125,2131,2141,2153,2163,2169,2176,2182,2190,2197,2205,2211,2218,2224,2230,2236,2241,2247,2254,2260,2267,2273,2279,2285,2291,2297,2304,2310,2315,2326,2332,2338,2345,2352,2358,2364,2370,2380,2386,2392,2397,2403,2408,2415,2421,2427,2432,2438,2445,2450,2456,2461,2467,2473,2479,2485,2491,2496,2501,2508,2516,2521,2527,2535,2541,2547,2553,2560,2565,2570,2577,2582,2587,2593,2599,2606,2612,2617,2623,2628,2639,2647,2652,2660,2665,2672,2677,2683,2688,2694,2699,2707,2713,2719],{"title":1990,"description":1991,"path":1992,"category":1993,"date":1994,"updatedAt":829,"sourceType":875,"source":1995,"tags":1996},"OpenClaw 支持超过 50 个集成平台","OpenClaw 宣布已支持超过 50 个消息和生产力平台集成，成为最全面的 AI 助手解决方案。","/news/50-integrations","生态动态","2026-03-09","openclaw.ai",[1410,848,1083],{"title":1998,"description":1999,"path":2000,"category":2001,"date":2002,"updatedAt":942,"sourceType":875,"source":1995,"tags":2003},"OpenClaw 与主流 AI 模型对比分析","深入对比 OpenClaw 支持的各类 AI 模型，帮助用户选择最适合自己需求的模型配置。","/news/ai-model-comparison","技术深度","2026-03-07",[967,2004,2005,2006,2007,2008],"comparison","gpt","claude","llama","analysis",{"title":2010,"description":2011,"path":2012,"category":2013,"date":1994,"updatedAt":829,"sourceType":875,"source":1995,"tags":2014},"OpenClaw 支持多种 AI 模型选择","OpenClaw 支持 Anthropic Claude、OpenAI GPT 和本地模型，为用户提供灵活的 AI 选择。","/news/ai-model-flexibility","功能介绍",[2015,967,2006,2005,919],"ai",{"title":2017,"description":2018,"path":2019,"category":2020,"date":2021,"updatedAt":942,"sourceType":1689,"source":2022,"tags":2023},"OpenClaw API v2 正式发布","OpenClaw 发布全新 API v2 版本，带来更强大的功能、更好的性能和更完善的开发者体验。","/news/api-v2-release","产品更新","2026-03-10","github.com/openclaw/openclaw",[1395,2024,2025,1802],"v2","developer",{"title":2027,"description":2028,"path":2029,"category":2030,"date":2021,"updatedAt":2021,"sourceType":875,"source":2031,"tags":2032},"OpenClaw on AWS：云上一键部署指南发布","AWS 官方发布 OpenClaw on Lightsail 部署指南，用户可在 AWS 云平台快速部署自己的 AI 助手实例。","/news/aws-lightsail-deployment","云服务集成","AWS Blog",[2033,1929,1930,2034],"aws","lightsail",{"title":2036,"description":2037,"path":2038,"category":2020,"date":1994,"updatedAt":829,"sourceType":875,"source":1995,"tags":2039},"OpenClaw 浏览器自动化功能升级","OpenClaw 浏览器自动化功能迎来重大升级，支持更多操作和更好的稳定性。","/news/browser-automation-v2",[1113,896,1549,1622],{"title":2041,"description":2042,"path":2043,"category":2013,"date":1994,"updatedAt":829,"sourceType":875,"source":1995,"tags":2044},"OpenClaw Canvas 实时可视化功能详解","深入了解 OpenClaw 的 Canvas 功能，如何使用 A2UI 语法创建交互式可视化界面。","/news/canvas-a2ui",[2045,2046,2047,2048],"canvas","a2ui","visualization","ui",{"title":2050,"description":2051,"path":2052,"category":2053,"date":874,"updatedAt":874,"sourceType":1082,"source":2054,"tags":2055},"OpenClaw 中国社区热潮：本地化部署与中文教程需求激增","OpenClaw 在中国市场迎来爆发式增长，小红书、知乎等平台讨论热度持续攀升，中文教程和本地化部署成为用户最关注的话题。","/news/china-community-boom","社区动态","社区观察",[1928,1082,878,2056],"localization",{"title":2058,"description":2059,"path":2060,"category":1993,"date":1994,"updatedAt":829,"sourceType":1689,"source":2061,"tags":2062},"ClawHub 技能市场突破 300 技能大关","OpenClaw 官方技能市场 ClawHub 已收录超过 300 个开源技能，为用户提供丰富的扩展选择。","/news/clawhub-300-skills","github.com/openclaw/clawhub",[861,1065,1083,951],{"title":2064,"description":2065,"path":2066,"category":2053,"date":1994,"updatedAt":829,"sourceType":1082,"source":2067,"tags":2068},"OpenClaw 开发者社区突破 5 万人","OpenClaw 开发者社区持续增长，Discord 成员已超过 50,000 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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",[484,1788,1248,1181,1012],{"title":2359,"description":2360,"path":2361,"category":2201,"date":1036,"updatedAt":1036,"sourceType":875,"source":2356,"tags":2362},"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",[484,1861,2363,1029,1274],"activation",{"title":2365,"description":2366,"path":2367,"category":2201,"date":1027,"updatedAt":1027,"sourceType":875,"source":2368,"tags":2369},"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",[860,1808,1425,1809,828],{"title":2371,"description":2372,"path":2373,"category":1993,"date":916,"updatedAt":916,"sourceType":875,"source":2374,"tags":2375},"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",[2376,1930,2377,2378,2379],"showcase","home-assistant","nix","infrastructure",{"title":2381,"description":2382,"path":2383,"category":2201,"date":1009,"updatedAt":1009,"sourceType":875,"source":2384,"tags":2385},"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",[1150,850,1350,2272,1274],{"title":2387,"description":2388,"path":2389,"category":2201,"date":1009,"updatedAt":1009,"sourceType":875,"source":2390,"tags":2391},"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",[1552,1440,1150,1441,828],{"title":2393,"description":2394,"path":2395,"category":2020,"date":1994,"updatedAt":829,"sourceType":1689,"source":2022,"tags":2396},"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",[1549,1622,1550,861,868],{"title":2398,"description":2399,"path":2400,"category":2201,"date":959,"updatedAt":959,"sourceType":875,"source":2401,"tags":2402},"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",[2376,850,1120,2413,2414],"vector-search","knowledge",{"title":2416,"description":2417,"path":2418,"category":2201,"date":1027,"updatedAt":1027,"sourceType":875,"source":2419,"tags":2420},"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",[1788,484,1057,1059,1128],{"title":2422,"description":2423,"path":2424,"category":2201,"date":1009,"updatedAt":1009,"sourceType":875,"source":2425,"tags":2426},"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",[1181,974,1012,1185,848],{"title":2428,"description":2429,"path":2430,"category":2201,"date":959,"updatedAt":959,"sourceType":875,"source":2258,"tags":2431},"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",[967,1830,1122,1111,825],{"title":2433,"description":2434,"path":2435,"category":2201,"date":1027,"updatedAt":1027,"sourceType":875,"source":2436,"tags":2437},"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",[1003,1161,846,1162,1163],{"title":2439,"description":2440,"path":2441,"category":1993,"date":916,"updatedAt":916,"sourceType":875,"source":2442,"tags":2443},"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",[903,1977,2444,1978,1552],"install",{"title":2446,"description":2447,"path":2448,"category":2201,"date":1393,"updatedAt":1393,"sourceType":875,"source":2277,"tags":2449},"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",[1564,1113,1091,1162,918],{"title":2451,"description":2452,"path":2453,"category":2201,"date":1036,"updatedAt":1036,"sourceType":875,"source":2454,"tags":2455},"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",[904,974,1401,1564,1004],{"title":2457,"description":2458,"path":2459,"category":2201,"date":1027,"updatedAt":1027,"sourceType":875,"source":2301,"tags":2460},"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",[1162,1667,848,1668,828],{"title":2462,"description":2463,"path":2464,"category":1993,"date":916,"updatedAt":916,"sourceType":875,"source":2465,"tags":2466},"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",[951,1083,953,1082,1084],{"title":2468,"description":2469,"path":2470,"category":2201,"date":959,"updatedAt":959,"sourceType":875,"source":2471,"tags":2472},"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",[951,1065,1842,1843,1551],{"title":2474,"description":2475,"path":2476,"category":2201,"date":959,"updatedAt":959,"sourceType":875,"source":2477,"tags":2478},"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",[1267,1268,895,1137,952],{"title":2480,"description":2481,"path":2482,"category":2201,"date":1036,"updatedAt":1036,"sourceType":875,"source":2483,"tags":2484},"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",[1122,967,1003,1111,1274],{"title":2486,"description":2487,"path":2488,"category":2201,"date":1036,"updatedAt":1036,"sourceType":875,"source":2489,"tags":2490},"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",[1122,1636,967,846,828],{"title":2492,"description":2493,"path":2494,"category":1993,"date":916,"updatedAt":916,"sourceType":875,"source":2195,"tags":2495},"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",[1549,1550,1552,1551],{"title":2497,"description":2498,"path":2499,"category":2201,"date":1009,"updatedAt":1009,"sourceType":875,"source":2215,"tags":2500},"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",[904,1162,1003,918,1455],{"title":2502,"description":2503,"path":2504,"category":2201,"date":1027,"updatedAt":1027,"sourceType":875,"source":2505,"tags":2506},"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",[1012,1011,2507,848,1013],"threads",{"title":2509,"description":2510,"path":2511,"category":2201,"date":1027,"updatedAt":1027,"sourceType":875,"source":2512,"tags":2513},"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",[1870,2514,2515,1869,828],"snapshot","rotation",{"title":2517,"description":2518,"path":2519,"category":2201,"date":1027,"updatedAt":1027,"sourceType":875,"source":2384,"tags":2520},"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",[1030,868,1739,1162,1590],{"title":2522,"description":2523,"path":2524,"category":2201,"date":959,"updatedAt":959,"sourceType":875,"source":2525,"tags":2526},"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",[868,1575,1577,1576,828],{"title":2528,"description":2529,"path":2530,"category":2531,"date":842,"updatedAt":842,"sourceType":1082,"source":2532,"tags":2533},"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",[868,2534,1194,867],"compliance",{"title":2536,"description":2537,"path":2538,"category":2201,"date":1009,"updatedAt":1009,"sourceType":875,"source":2512,"tags":2539},"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 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