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]\n",[267,1794,1795],{"class":269,"line":885},[267,1796,423],{"class":273},[267,1798,1799],{"class":269,"line":891},[267,1800,429],{"class":273},[19,1802,1804],{"id":1803},"_5-高级分析","5. 高级分析",[252,1806,1807],{"id":1807},"使用分析面板",[257,1809,1814],{"className":1810,"code":1812,"language":1813},[1811],"language-text","┌─────────────────────────────────────────────────────────────┐\n│ OpenClaw 企业分析面板 │\n├─────────────────────────────────────────────────────────────┤\n│ ┌─────────────┐ ┌─────────────┐ ┌─────────────────────┐ │\n│ │ 活跃用户 │ │ 对话数量 │ │ Token 使用量 │ │\n│ │ 1,234 │ │ 45,678 │ │ 12.5M tokens │ │\n│ │ ↑ 15% │ │ ↑ 23% │ │ ↑ 18% │ │\n│ └─────────────┘ └─────────────┘ └─────────────────────┘ │\n│ │\n│ ┌───────────────────────────────────────────────────────┐ │\n│ │ 部门使用分布 │ │\n│ │ ████████████████████ 工程部 45% │ │\n│ │ ████████████ 销售部 25% │ │\n│ │ ████████ 市场部 18% │ │\n│ │ ████ 其他 12% │ │\n│ └───────────────────────────────────────────────────────┘ │\n│ │\n│ ┌───────────────────────────────────────────────────────┐ │\n│ │ 热门 Agent 排行 │ │\n│ │ 1. 代码助手 - 12,345 次调用 │ │\n│ │ 2. 文档助手 - 8,901 次调用 │ │\n│ │ 3. 客服助手 - 6,234 次调用 │ │\n│ └───────────────────────────────────────────────────────┘ │\n└─────────────────────────────────────────────────────────────┘\n","text",[264,1815,1812],{"__ignoreMap":262},[252,1817,1819],{"id":1818},"分析-api","分析 API",[257,1821,1825],{"className":1822,"code":1823,"language":1824,"meta":262,"style":262},"language-bash shiki shiki-themes github-light github-dark","# 获取使用统计\nGET /api/v2/analytics/usage?period=month\n\n# 获取成本报告\nGET /api/v2/analytics/cost?period=month&groupBy=department\n\n# 获取性能报告\nGET /api/v2/analytics/performance?period=week\n","bash",[264,1826,1827,1833,1842,1848,1853,1870,1874,1879],{"__ignoreMap":262},[267,1828,1829],{"class":269,"line":270},[267,1830,1832],{"class":1831},"sJ8bj","# 获取使用统计\n",[267,1834,1835,1839],{"class":269,"line":277},[267,1836,1838],{"class":1837},"sScJk","GET",[267,1840,1841],{"class":296}," /api/v2/analytics/usage?period=month\n",[267,1843,1844],{"class":269,"line":287},[267,1845,1847],{"emptyLinePlaceholder":1846},true,"\n",[267,1849,1850],{"class":269,"line":303},[267,1851,1852],{"class":1831},"# 获取成本报告\n",[267,1854,1855,1857,1860,1863,1867],{"class":269,"line":311},[267,1856,1838],{"class":1837},[267,1858,1859],{"class":296}," /api/v2/analytics/cost?period=month",[267,1861,1862],{"class":273},"&groupBy",[267,1864,1866],{"class":1865},"szBVR","=",[267,1868,1869],{"class":296},"department\n",[267,1871,1872],{"class":269,"line":324},[267,1873,1847],{"emptyLinePlaceholder":1846},[267,1875,1876],{"class":269,"line":337},[267,1877,1878],{"class":1831},"# 获取性能报告\n",[267,1880,1881,1883],{"class":269,"line":350},[267,1882,1838],{"class":1837},[267,1884,1885],{"class":296}," /api/v2/analytics/performance?period=week\n",[19,1887,1889],{"id":1888},"_6-企业级部署","6. 企业级部署",[252,1891,1893],{"id":1892},"kubernetes-部署","Kubernetes 部署",[257,1895,1899],{"className":1896,"code":1897,"language":1898,"meta":262,"style":262},"language-yaml shiki shiki-themes github-light github-dark","# openclaw-enterprise.yaml\napiVersion: apps/v1\nkind: Deployment\nmetadata:\n name: openclaw-enterprise\n namespace: openclaw\nspec:\n replicas: 3\n selector:\n matchLabels:\n app: openclaw\n template:\n metadata:\n labels:\n app: openclaw\n spec:\n containers:\n - name: gateway\n image: openclaw/enterprise:2.5.0\n ports:\n - containerPort: 18789\n resources:\n requests:\n memory: \"512Mi\"\n cpu: \"500m\"\n limits:\n memory: \"2Gi\"\n cpu: \"2000m\"\n env:\n - name: OPENCLAW_LICENSE\n valueFrom:\n secretKeyRef:\n name: openclaw-secrets\n key: license\n volumeMounts:\n - name: config\n mountPath: /app/config\n - name: data\n mountPath: /app/data\n volumes:\n - name: config\n configMap:\n name: openclaw-config\n - name: data\n persistentVolumeClaim:\n claimName: openclaw-pvc\n---\napiVersion: v1\nkind: Service\nmetadata:\n name: openclaw-service\nspec:\n selector:\n app: openclaw\n ports:\n - port: 80\n targetPort: 18789\n type: LoadBalancer\n","yaml",[264,1900,1901,1906,1917,1927,1935,1945,1955,1962,1972,1979,1986,1995,2002,2009,2016,2025,2032,2039,2052,2062,2069,2082,2089,2096,2106,2116,2123,2132,2141,2148,2159,2166,2173,2184,2195,2203,2215,2226,2238,2248,2256,2267,2275,2286,2297,2305,2316,2322,2332,2342,2349,2359,2366,2373,2383,2391,2405,2415],{"__ignoreMap":262},[267,1902,1903],{"class":269,"line":270},[267,1904,1905],{"class":1831},"# openclaw-enterprise.yaml\n",[267,1907,1908,1912,1914],{"class":269,"line":277},[267,1909,1911],{"class":1910},"s9eBZ","apiVersion",[267,1913,293],{"class":273},[267,1915,1916],{"class":296},"apps/v1\n",[267,1918,1919,1922,1924],{"class":269,"line":287},[267,1920,1921],{"class":1910},"kind",[267,1923,293],{"class":273},[267,1925,1926],{"class":296},"Deployment\n",[267,1928,1929,1932],{"class":269,"line":303},[267,1930,1931],{"class":1910},"metadata",[267,1933,1934],{"class":273},":\n",[267,1936,1937,1940,1942],{"class":269,"line":311},[267,1938,1939],{"class":1910}," name",[267,1941,293],{"class":273},[267,1943,1944],{"class":296},"openclaw-enterprise\n",[267,1946,1947,1950,1952],{"class":269,"line":324},[267,1948,1949],{"class":1910}," namespace",[267,1951,293],{"class":273},[267,1953,1954],{"class":296},"openclaw\n",[267,1956,1957,1960],{"class":269,"line":337},[267,1958,1959],{"class":1910},"spec",[267,1961,1934],{"class":273},[267,1963,1964,1967,1969],{"class":269,"line":350},[267,1965,1966],{"class":1910}," replicas",[267,1968,293],{"class":273},[267,1970,1971],{"class":280},"3\n",[267,1973,1974,1977],{"class":269,"line":358},[267,1975,1976],{"class":1910}," selector",[267,1978,1934],{"class":273},[267,1980,1981,1984],{"class":269,"line":371},[267,1982,1983],{"class":1910}," matchLabels",[267,1985,1934],{"class":273},[267,1987,1988,1991,1993],{"class":269,"line":384},[267,1989,1990],{"class":1910}," app",[267,1992,293],{"class":273},[267,1994,1954],{"class":296},[267,1996,1997,2000],{"class":269,"line":397},[267,1998,1999],{"class":1910}," template",[267,2001,1934],{"class":273},[267,2003,2004,2007],{"class":269,"line":408},[267,2005,2006],{"class":1910}," metadata",[267,2008,1934],{"class":273},[267,2010,2011,2014],{"class":269,"line":414},[267,2012,2013],{"class":1910}," labels",[267,2015,1934],{"class":273},[267,2017,2018,2021,2023],{"class":269,"line":420},[267,2019,2020],{"class":1910}," app",[267,2022,293],{"class":273},[267,2024,1954],{"class":296},[267,2026,2027,2030],{"class":269,"line":426},[267,2028,2029],{"class":1910}," spec",[267,2031,1934],{"class":273},[267,2033,2034,2037],{"class":269,"line":812},[267,2035,2036],{"class":1910}," containers",[267,2038,1934],{"class":273},[267,2040,2041,2044,2047,2049],{"class":269,"line":820},[267,2042,2043],{"class":273}," - ",[267,2045,2046],{"class":1910},"name",[267,2048,293],{"class":273},[267,2050,2051],{"class":296},"gateway\n",[267,2053,2054,2057,2059],{"class":269,"line":828},[267,2055,2056],{"class":1910}," image",[267,2058,293],{"class":273},[267,2060,2061],{"class":296},"openclaw/enterprise:2.5.0\n",[267,2063,2064,2067],{"class":269,"line":836},[267,2065,2066],{"class":1910}," ports",[267,2068,1934],{"class":273},[267,2070,2071,2074,2077,2079],{"class":269,"line":842},[267,2072,2073],{"class":273}," - ",[267,2075,2076],{"class":1910},"containerPort",[267,2078,293],{"class":273},[267,2080,2081],{"class":280},"18789\n",[267,2083,2084,2087],{"class":269,"line":847},[267,2085,2086],{"class":1910}," resources",[267,2088,1934],{"class":273},[267,2090,2091,2094],{"class":269,"line":857},[267,2092,2093],{"class":1910}," requests",[267,2095,1934],{"class":273},[267,2097,2098,2101,2103],{"class":269,"line":862},[267,2099,2100],{"class":1910}," memory",[267,2102,293],{"class":273},[267,2104,2105],{"class":296},"\"512Mi\"\n",[267,2107,2108,2111,2113],{"class":269,"line":870},[267,2109,2110],{"class":1910}," cpu",[267,2112,293],{"class":273},[267,2114,2115],{"class":296},"\"500m\"\n",[267,2117,2118,2121],{"class":269,"line":877},[267,2119,2120],{"class":1910}," limits",[267,2122,1934],{"class":273},[267,2124,2125,2127,2129],{"class":269,"line":885},[267,2126,2100],{"class":1910},[267,2128,293],{"class":273},[267,2130,2131],{"class":296},"\"2Gi\"\n",[267,2133,2134,2136,2138],{"class":269,"line":891},[267,2135,2110],{"class":1910},[267,2137,293],{"class":273},[267,2139,2140],{"class":296},"\"2000m\"\n",[267,2142,2143,2146],{"class":269,"line":896},[267,2144,2145],{"class":1910}," env",[267,2147,1934],{"class":273},[267,2149,2150,2152,2154,2156],{"class":269,"line":906},[267,2151,2073],{"class":273},[267,2153,2046],{"class":1910},[267,2155,293],{"class":273},[267,2157,2158],{"class":296},"OPENCLAW_LICENSE\n",[267,2160,2161,2164],{"class":269,"line":911},[267,2162,2163],{"class":1910}," valueFrom",[267,2165,1934],{"class":273},[267,2167,2168,2171],{"class":269,"line":916},[267,2169,2170],{"class":1910}," secretKeyRef",[267,2172,1934],{"class":273},[267,2174,2176,2179,2181],{"class":269,"line":2175},33,[267,2177,2178],{"class":1910}," name",[267,2180,293],{"class":273},[267,2182,2183],{"class":296},"openclaw-secrets\n",[267,2185,2187,2190,2192],{"class":269,"line":2186},34,[267,2188,2189],{"class":1910}," key",[267,2191,293],{"class":273},[267,2193,2194],{"class":296},"license\n",[267,2196,2198,2201],{"class":269,"line":2197},35,[267,2199,2200],{"class":1910}," volumeMounts",[267,2202,1934],{"class":273},[267,2204,2206,2208,2210,2212],{"class":269,"line":2205},36,[267,2207,2073],{"class":273},[267,2209,2046],{"class":1910},[267,2211,293],{"class":273},[267,2213,2214],{"class":296},"config\n",[267,2216,2218,2221,2223],{"class":269,"line":2217},37,[267,2219,2220],{"class":1910}," mountPath",[267,2222,293],{"class":273},[267,2224,2225],{"class":296},"/app/config\n",[267,2227,2229,2231,2233,2235],{"class":269,"line":2228},38,[267,2230,2073],{"class":273},[267,2232,2046],{"class":1910},[267,2234,293],{"class":273},[267,2236,2237],{"class":296},"data\n",[267,2239,2241,2243,2245],{"class":269,"line":2240},39,[267,2242,2220],{"class":1910},[267,2244,293],{"class":273},[267,2246,2247],{"class":296},"/app/data\n",[267,2249,2251,2254],{"class":269,"line":2250},40,[267,2252,2253],{"class":1910}," volumes",[267,2255,1934],{"class":273},[267,2257,2259,2261,2263,2265],{"class":269,"line":2258},41,[267,2260,2043],{"class":273},[267,2262,2046],{"class":1910},[267,2264,293],{"class":273},[267,2266,2214],{"class":296},[267,2268,2270,2273],{"class":269,"line":2269},42,[267,2271,2272],{"class":1910}," configMap",[267,2274,1934],{"class":273},[267,2276,2278,2281,2283],{"class":269,"line":2277},43,[267,2279,2280],{"class":1910}," name",[267,2282,293],{"class":273},[267,2284,2285],{"class":296},"openclaw-config\n",[267,2287,2289,2291,2293,2295],{"class":269,"line":2288},44,[267,2290,2043],{"class":273},[267,2292,2046],{"class":1910},[267,2294,293],{"class":273},[267,2296,2237],{"class":296},[267,2298,2300,2303],{"class":269,"line":2299},45,[267,2301,2302],{"class":1910}," persistentVolumeClaim",[267,2304,1934],{"class":273},[267,2306,2308,2311,2313],{"class":269,"line":2307},46,[267,2309,2310],{"class":1910}," claimName",[267,2312,293],{"class":273},[267,2314,2315],{"class":296},"openclaw-pvc\n",[267,2317,2319],{"class":269,"line":2318},47,[267,2320,2321],{"class":1837},"---\n",[267,2323,2325,2327,2329],{"class":269,"line":2324},48,[267,2326,1911],{"class":1910},[267,2328,293],{"class":273},[267,2330,2331],{"class":296},"v1\n",[267,2333,2335,2337,2339],{"class":269,"line":2334},49,[267,2336,1921],{"class":1910},[267,2338,293],{"class":273},[267,2340,2341],{"class":296},"Service\n",[267,2343,2345,2347],{"class":269,"line":2344},50,[267,2346,1931],{"class":1910},[267,2348,1934],{"class":273},[267,2350,2352,2354,2356],{"class":269,"line":2351},51,[267,2353,1939],{"class":1910},[267,2355,293],{"class":273},[267,2357,2358],{"class":296},"openclaw-service\n",[267,2360,2362,2364],{"class":269,"line":2361},52,[267,2363,1959],{"class":1910},[267,2365,1934],{"class":273},[267,2367,2369,2371],{"class":269,"line":2368},53,[267,2370,1976],{"class":1910},[267,2372,1934],{"class":273},[267,2374,2376,2379,2381],{"class":269,"line":2375},54,[267,2377,2378],{"class":1910}," app",[267,2380,293],{"class":273},[267,2382,1954],{"class":296},[267,2384,2386,2389],{"class":269,"line":2385},55,[267,2387,2388],{"class":1910}," ports",[267,2390,1934],{"class":273},[267,2392,2394,2397,2400,2402],{"class":269,"line":2393},56,[267,2395,2396],{"class":273}," - ",[267,2398,2399],{"class":1910},"port",[267,2401,293],{"class":273},[267,2403,2404],{"class":280},"80\n",[267,2406,2408,2411,2413],{"class":269,"line":2407},57,[267,2409,2410],{"class":1910}," targetPort",[267,2412,293],{"class":273},[267,2414,2081],{"class":280},[267,2416,2418,2421,2423],{"class":269,"line":2417},58,[267,2419,2420],{"class":1910}," type",[267,2422,293],{"class":273},[267,2424,2425],{"class":296},"LoadBalancer\n",[252,2427,2428],{"id":2428},"高可用配置",[257,2430,2432],{"className":259,"code":2431,"language":261,"meta":262,"style":262},"{\n \"highAvailability\": {\n \"enabled\": true,\n \"replicas\": 3,\n \"healthCheck\": {\n \"interval\": 30,\n \"timeout\": 10,\n \"unhealthyThreshold\": 3\n },\n \"autoScaling\": {\n \"enabled\": true,\n \"minReplicas\": 3,\n \"maxReplicas\": 10,\n \"targetCPU\": 70\n },\n \"disasterRecovery\": {\n \"enabled\": true,\n \"backupInterval\": \"6h\",\n \"retention\": \"30d\",\n \"crossRegion\": true\n }\n }\n}\n",[264,2433,2434,2438,2445,2455,2467,2474,2486,2498,2507,2511,2518,2528,2539,2550,2560,2564,2571,2581,2593,2605,2615,2619,2623],{"__ignoreMap":262},[267,2435,2436],{"class":269,"line":270},[267,2437,274],{"class":273},[267,2439,2440,2443],{"class":269,"line":277},[267,2441,2442],{"class":280}," \"highAvailability\"",[267,2444,284],{"class":273},[267,2446,2447,2449,2451,2453],{"class":269,"line":287},[267,2448,1132],{"class":280},[267,2450,293],{"class":273},[267,2452,1137],{"class":280},[267,2454,300],{"class":273},[267,2456,2457,2460,2462,2465],{"class":269,"line":303},[267,2458,2459],{"class":280}," 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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[3774,3228,3435,4201,4083],"shell",{"title":4203,"description":4204,"path":4205,"category":4077,"updatedAt":3325,"sourceType":3211,"tags":4206},"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",[4207,3995,3478,4208,3997],"sources","trust",{"title":4210,"description":4211,"path":4212,"category":4077,"updatedAt":3283,"sourceType":3190,"tags":4213},"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",[3214,4214,3390,3848,3380],"rpc",{"title":4216,"description":4217,"path":4218,"category":4077,"updatedAt":3405,"sourceType":3190,"tags":4219},"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",[3566,3567,3214,3379,4083],{"title":4221,"description":4222,"path":4223,"category":4077,"updatedAt":3840,"sourceType":3190,"tags":4224},"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",[3427,3214,3340,3270,4083],{"title":4226,"description":4227,"path":4228,"category":4077,"updatedAt":3433,"sourceType":3190,"tags":4229},"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",[3214,3848,4230,4231,4083],"protocol","scopes",{"title":4233,"description":4234,"path":4235,"category":4077,"updatedAt":3423,"sourceType":3190,"tags":4236},"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",[3426,4237,3408,3652,3585],"mention",{"title":4239,"description":4240,"path":4241,"category":4077,"updatedAt":3433,"sourceType":3190,"tags":4242},"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",[3894,4243,4244,4245,4083],"visibility","activeHours","alerts",{"title":4247,"description":4248,"path":4249,"category":4077,"updatedAt":3423,"sourceType":3190,"tags":4250},"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",[3842,3848,4251,3214,4083],"sdk",{"title":4253,"description":4254,"path":4255,"category":4077,"updatedAt":3423,"sourceType":3190,"tags":4256},"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",[3228,4257,3872,4258,4083],"include","arrays",{"title":4260,"description":4261,"path":4262,"category":4077,"updatedAt":3405,"sourceType":3190,"tags":4263},"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",[3681,4264,3532,3261,4083],"invoke",{"title":4266,"description":4267,"path":4268,"category":4077,"updatedAt":3433,"sourceType":3190,"tags":4269},"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",[3218,4270,4271,4272,4273,4083],"hybrid-search","ranking","mmr","retrieval",{"title":4275,"description":4276,"path":4277,"category":4077,"updatedAt":3325,"sourceType":3190,"tags":4278},"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",[3333,4279,3400,3398,4083],"probe",{"title":4281,"description":4282,"path":4283,"category":4077,"updatedAt":3769,"sourceType":3190,"tags":4284},"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",[3566,3567,4118,4285,3901],"credentials",{"title":4287,"description":4288,"path":4289,"category":4077,"updatedAt":3325,"sourceType":3190,"tags":4290},"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",[3317,3461,4291,4292,3997,4083],"npm","pin",{"title":4294,"description":4295,"path":4296,"category":4171,"updatedAt":3283,"sourceType":3190,"tags":4297},"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",[4173,4298,3635,3398,3598],"raw-stream",{"title":4300,"description":4301,"path":4302,"category":4077,"updatedAt":3433,"sourceType":3190,"tags":4303},"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",[3285,4304,3400,3214,4083],"tlsFingerprint",{"title":4306,"description":4307,"path":4308,"category":4077,"updatedAt":3433,"sourceType":3190,"tags":4309},"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",[3426,4310,4311,4312,4083],"mentions","pending-history","reply",{"title":4314,"description":4315,"path":4316,"category":4077,"updatedAt":3405,"sourceType":3190,"tags":4317},"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",[4318,4319,3362,3398,4083],"secrets","secretrefs",{"title":4321,"description":4322,"path":4323,"category":4077,"updatedAt":3423,"sourceType":3190,"tags":4324},"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",[3427,3195,4188,3566,3652],{"title":4326,"description":4327,"path":4328,"category":4077,"updatedAt":4329,"sourceType":3190,"tags":4330},"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",[3427,4331,4332,3797,4083],"transcript","jsonl",{"title":4334,"description":4335,"path":4336,"category":4077,"updatedAt":4329,"sourceType":3190,"tags":4337},"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",[3365,3390,4338,4021,3235],"store",{"title":4340,"description":4341,"path":4342,"category":4077,"updatedAt":3433,"sourceType":3190,"tags":4343},"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",[3195,4036,4021,4344,4083],"ingress",{"title":4346,"description":4347,"path":4348,"category":4077,"updatedAt":3283,"sourceType":3190,"tags":4349},"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",[3390,3929,4350,3635,4351],"health","troubleshooting",{"title":4353,"description":4354,"path":4355,"category":4077,"updatedAt":4329,"sourceType":3190,"tags":4356},"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",[4331,4357,3398,4358,4083],"hygiene","tool-calls",{"title":4360,"description":4361,"path":4362,"category":4171,"updatedAt":3275,"sourceType":3190,"tags":4363},"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。","/docs/reference/troubleshooting",[4351,3920,3929,3635],{"title":4365,"description":4366,"path":4367,"category":4077,"updatedAt":3405,"sourceType":3190,"tags":4368},"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",[3340,4369,4370,4331,4083],"history","inject",{"title":4372,"description":4373,"path":4374,"category":4375,"updatedAt":3325,"sourceType":3190,"tags":4376},"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",[4377,4378,3194,3544,3948,3949],"china","cloud",{"title":4380,"description":4381,"path":4382,"category":4375,"updatedAt":3275,"sourceType":3190,"tags":4383},"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",[3194,3286,4384,4378,4385],"docker","wsl2",{"title":4387,"description":4388,"path":4389,"category":4375,"updatedAt":3779,"sourceType":3190,"tags":4390},"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",[3268,4291,4391,4385],"install-script",{"title":4393,"description":4394,"path":4395,"category":4375,"updatedAt":3283,"sourceType":3190,"tags":4396},"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",[3268,4397,4391,4398,3998],"updater","git",{"title":4400,"description":4401,"path":4402,"category":4375,"updatedAt":3528,"sourceType":3190,"tags":4403},"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",[3268,4397,4404,3920,3998],"uninstall",{"title":4406,"description":4407,"path":4408,"category":4375,"updatedAt":3528,"sourceType":3190,"tags":4409},"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",[3692,3268,3278,4410],"server",{"title":4412,"description":4413,"path":4414,"category":4375,"updatedAt":3528,"sourceType":3190,"tags":4415},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[3417,3268,3278,4416],"apple",{"title":4418,"description":4419,"path":4420,"category":4421,"updatedAt":3275,"sourceType":3190,"tags":4422},"版本迁移与升级检查单","在 OpenClaw 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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",[3487,3270,3880,3566,3285],{"title":4728,"description":4729,"path":4730,"category":4637,"date":3840,"updatedAt":3840,"sourceType":3190,"source":4651,"tags":4731},"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",[3270,3364,4165,3400,3487],{"title":4733,"description":4734,"path":4735,"category":4637,"date":3325,"updatedAt":3325,"sourceType":3190,"source":4651,"tags":4736},"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 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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",[3317,3461,4291,4292,3997],{"title":4926,"description":4927,"path":4928,"category":4637,"date":3325,"updatedAt":3325,"sourceType":3190,"source":4929,"tags":4930},"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",[3680,3681,3261,3532,3318],{"title":4932,"description":4933,"path":4934,"category":4637,"date":3433,"updatedAt":3433,"sourceType":3190,"source":4935,"tags":4936},"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",[3398,3333,3379,3400,3699],{"title":4938,"description":4939,"path":4940,"category":4637,"date":3433,"updatedAt":3433,"sourceType":3190,"source":4941,"tags":4942},"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",[3398,4082,3333,3214,3235],{"title":4944,"description":4945,"path":4946,"category":4438,"date":3283,"updatedAt":3283,"sourceType":3190,"source":4625,"tags":4947},"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",[3995,3996,3998,3997],{"title":4949,"description":4950,"path":4951,"category":4637,"date":3405,"updatedAt":3405,"sourceType":3190,"source":4651,"tags":4952},"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",[3270,3566,3379,3285,3901],{"title":4954,"description":4955,"path":4956,"category":4637,"date":3423,"updatedAt":3423,"sourceType":3190,"source":4957,"tags":4958},"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",[3408,3407,4959,3216,3409],"threads",{"title":4961,"description":4962,"path":4963,"category":4637,"date":3385,"updatedAt":3385,"sourceType":3190,"source":4964,"tags":4965},"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",[3739,3627,3740,3310,3217],{"title":4967,"description":4968,"path":4969,"category":4637,"date":3423,"updatedAt":3423,"sourceType":3190,"source":4970,"tags":4971},"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",[4319,4972,4973,4318,3235],"snapshot","rotation",{"title":4975,"description":4976,"path":4977,"category":4637,"date":3423,"updatedAt":3423,"sourceType":3190,"source":4837,"tags":4978},"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",[3427,3195,4188,3566,4036],{"title":4980,"description":4981,"path":4982,"category":4637,"date":3325,"updatedAt":3325,"sourceType":3190,"source":4983,"tags":4984},"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",[3195,4021,4023,4022,3235],{"title":4986,"description":4987,"path":4988,"category":4989,"date":3210,"updatedAt":3210,"sourceType":3478,"source":4990,"tags":4991},"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",[3195,4992,3598,3193],"compliance",{"title":4994,"description":4995,"path":4996,"category":4637,"date":3405,"updatedAt":3405,"sourceType":3190,"source":4970,"tags":4997},"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",[3195,4318,3532,4998,3235],"proxy",{"title":5000,"description":5001,"path":5002,"category":4637,"date":4329,"updatedAt":4329,"sourceType":3190,"source":5003,"tags":5004},"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",[3427,4332,3797,4331,3214],{"title":5006,"description":5007,"path":5008,"category":4637,"date":4329,"updatedAt":4329,"sourceType":3190,"source":5009,"tags":5010},"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",[3365,3390,4338,4021,3235],{"title":5012,"description":5013,"path":5014,"category":4637,"date":3423,"updatedAt":3423,"sourceType":3190,"source":5015,"tags":5016},"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",[3195,4036,4037,5017,3214],"sandbox",{"title":5019,"description":5020,"path":5021,"category":4438,"date":3283,"updatedAt":3283,"sourceType":3190,"source":4827,"tags":5022},"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",[4829,3478,3453,3229,3262],{"title":5024,"description":5025,"path":5026,"category":4637,"date":3433,"updatedAt":3433,"sourceType":3190,"source":5015,"tags":5027},"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",[4036,4189,3425,3408,3195],{"title":5029,"description":5030,"path":5031,"category":4637,"date":4329,"updatedAt":4329,"sourceType":3190,"source":5032,"tags":5033},"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",[4331,3398,4357,4358,5034],"compatibility",{"title":5036,"description":5037,"path":5038,"category":4637,"date":3325,"updatedAt":3325,"sourceType":3190,"source":4682,"tags":5039},"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",[4056,3195,3285,3214,3400],{"title":5041,"description":5042,"path":5043,"category":4637,"date":3840,"updatedAt":3840,"sourceType":3190,"source":4802,"tags":5044},"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",[3214,3340,3842,4173,3427],{"title":5046,"description":5047,"path":5048,"category":4637,"date":3325,"updatedAt":3325,"sourceType":3190,"source":5049,"tags":5050},"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",[4404,3998,3674,3214,4804],{"title":5052,"description":5053,"path":5054,"category":4637,"date":3325,"updatedAt":3325,"sourceType":3190,"source":5055,"tags":5056},"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",[4068,4069,4070,4071,4072],{"title":5058,"description":5059,"path":5060,"category":4438,"date":3283,"updatedAt":3283,"sourceType":3190,"source":4827,"tags":5061},"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",[4829,3501,5062,5063,3515],"phone","tts",{"title":5065,"description":5066,"path":5067,"category":4637,"date":3423,"updatedAt":3423,"sourceType":3190,"source":5068,"tags":5069},"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 级词表与设备本地开关的边界正在被官方主动强调。","/news/openclaw-voice-wake-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes/voice-wake",[3501,3828,3829,3379,3567],{"title":5071,"description":5072,"path":5073,"category":4438,"date":3283,"updatedAt":3283,"sourceType":3190,"source":4651,"tags":5074},"OpenClaw Web 入口观察：Dashboard、WebChat 与 Gateway WebSocket 正在收敛成一套更清晰的使用分工","基于 2026 年 3 月 21 日可见的官方 Dashboard、WebChat 与架构文档，整理最近最值得中文站关注的 Web 入口变化：Dashboard 的快速打开、WebChat 的 Gateway 直连，以及控制面和聊天面的职责分离。","/news/openclaw-web-surfaces-watch-2026-03-21",[3270,3340,3848,3487,4737],{"title":5076,"description":5077,"path":5078,"category":4637,"date":3840,"updatedAt":3840,"sourceType":3190,"source":5079,"tags":5080},"OpenClaw 正在把 WebChat、Dashboard 和 API 的入口职责写得更清楚","官方最近围绕 WebChat、Session 和 API 的写法，让 Dashboard 更像控制面、WebChat 更像会话 UI、API 更像结构化集成面，入口分工正在变得更稳定。","/news/openclaw-webchat-control-surface-watch-2026-03-26","https://docs.openclaw.ai/web/webchat",[3340,3270,3842,3214,3538],{"title":5082,"description":5083,"path":5084,"category":4637,"date":3405,"updatedAt":3405,"sourceType":3190,"source":4929,"tags":5085},"OpenClaw 工作流治理能力继续成型","官方最近的 ClawHub、Lobster、OpenProse 与 Exec approvals 文档，正在把技能发现、确定性执行和审批恢复串成更完整的一条线。","/news/openclaw-workflow-governance-watch-2026-03-22",[3261,3681,3461,3532,3699],{"title":5087,"description":5088,"path":5089,"category":5090,"date":5091,"updatedAt":5091,"sourceType":3211,"source":5092,"tags":5093},"OpenClaw 中文站本周更新：扩展能力地图、案例展示重构与周更内容节奏启动","本周中文站完成扩展目录重排、案例展示页重构，并开始按“教程 + 更新 + 案例”三类节奏持续发布内容。","/news/openclawcn-weekly-update-2026-03-15","站点更新","2026-03-15","openclawcn.xyz",[5094,5095,3217,4829,5096],"site-update","content","weekly",{"title":5098,"description":5099,"path":5100,"category":5101,"date":4439,"updatedAt":3275,"sourceType":3190,"source":3188,"tags":5102},"OpenClaw 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