[{"data":1,"prerenderedAt":3134},["ShallowReactive",2],{"best-practices:whatsapp-automation":3,"content-manifest":622},{"id":4,"title":5,"body":6,"category":605,"date":606,"description":607,"difficulty":608,"extension":609,"meta":610,"navigation":344,"path":611,"seo":612,"source":606,"sourceName":606,"sourceType":613,"stem":614,"tags":615,"updatedAt":620,"__hash__":621},"bestPractices/best-practices/whatsapp-automation.md","WhatsApp 自动化工作流实战",{"type":7,"value":8,"toc":582},"minimark",[9,13,17,21,25,148,151,198,201,204,292,295,324,327,330,391,394,444,447,450,500,503,507,523,527,538,542,553,556,578],[10,11,5],"h1",{"id":12},"whatsapp-自动化工作流实战",[14,15,16],"p",{},"本文介绍如何利用 OpenClaw 的 WhatsApp 渠道实现各种自动化工作流。",[18,19,20],"h2",{"id":20},"自动回复设置",[22,23,24],"h3",{"id":24},"基本自动回复",[26,27,32],"pre",{"className":28,"code":29,"language":30,"meta":31,"style":31},"language-json shiki shiki-themes github-light github-dark","{\n  \"channels\": {\n    \"whatsapp\": {\n      \"autoReply\": {\n        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if \"天气\" in message.text:\n        weather = await get_weather()\n        return f\"今天天气：{weather}\"\n    elif \"日程\" in message.text:\n        schedule = await get_schedule()\n        return format_schedule(schedule)\n    return None\n","python",[33,157,158,163,168,173,178,183,188,193],{"__ignoreMap":31},[36,159,160],{"class":38,"line":39},[36,161,162],{},"async def handle_message(message):\n",[36,164,165],{"class":38,"line":46},[36,166,167],{},"    if \"天气\" in message.text:\n",[36,169,170],{"class":38,"line":56},[36,171,172],{},"        weather = await get_weather()\n",[36,174,175],{"class":38,"line":64},[36,176,177],{},"        return f\"今天天气：{weather}\"\n",[36,179,180],{"class":38,"line":72},[36,181,182],{},"    elif \"日程\" in message.text:\n",[36,184,185],{"class":38,"line":87},[36,186,187],{},"        schedule = await get_schedule()\n",[36,189,190],{"class":38,"line":95},[36,191,192],{},"        return 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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",[820,848,917,648,1393,658],"group-chat",{"title":1395,"description":1396,"path":1397,"category":1204,"updatedAt":1120,"sourceType":666,"tags":1398},"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",[1399,1400,900,637,659],"trusted-proxy","reverse-proxy",{"title":1402,"description":1403,"path":1404,"category":1204,"updatedAt":705,"sourceType":666,"tags":1405},"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",[1399,1222,1400,900,637,659],{"title":1407,"description":1408,"path":1409,"category":1204,"updatedAt":748,"sourceType":666,"tags":1410},"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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做人工批准。","/docs/reference/bootstrap-code-and-pair-pending",[951,1450,847,952,1426],"bootstrapToken",{"title":1452,"description":1453,"path":1454,"category":1420,"updatedAt":816,"sourceType":666,"tags":1455},"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",[951,1456,618,1457,1244],"allowFrom","account",{"title":1459,"description":1460,"path":1461,"category":1420,"updatedAt":665,"sourceType":666,"tags":1462},"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",[1084,1426,1463,1464],"commands","terminal",{"title":1466,"description":1467,"path":1468,"category":1420,"updatedAt":826,"sourceType":666,"tags":1469},"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 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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",[1229,1031,1498,1499,1426],"scheduler","queue",{"title":1501,"description":1502,"path":1503,"category":1420,"updatedAt":1182,"sourceType":666,"tags":1504},"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",[693,901,1505,1506,900],"secretref","sessionStorage",{"title":1508,"description":1509,"path":1510,"category":1511,"updatedAt":665,"sourceType":666,"tags":1512},"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 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为什么不是故障。","/docs/reference/heartbeat-ack-and-visibility-controls",[1237,1583,1584,1585,1426],"visibility","activeHours","alerts",{"title":1587,"description":1588,"path":1589,"category":1420,"updatedAt":816,"sourceType":666,"tags":1590},"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",[1184,1190,1591,637,1426],"sdk",{"title":1593,"description":1594,"path":1595,"category":1420,"updatedAt":816,"sourceType":666,"tags":1596},"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",[650,1597,1214,1598,1426],"include","arrays",{"title":1600,"description":1601,"path":1602,"category":1420,"updatedAt":798,"sourceType":666,"tags":1603},"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",[1057,1604,926,619,1426],"invoke",{"title":1606,"description":1607,"path":1608,"category":1420,"updatedAt":826,"sourceType":666,"tags":1609},"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",[640,1610,1611,1612,1613,1426],"hybrid-search","ranking","mmr","retrieval",{"title":1615,"description":1616,"path":1617,"category":1420,"updatedAt":748,"sourceType":666,"tags":1618},"models status --probe 和 auth profiles 应该怎么看","基于最新官方 Models CLI 文档，解释 openclaw models status --probe、--probe-provider 与认证 profile 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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",[2166,640,909,2203,2204],"vector-search","knowledge",{"title":2206,"description":2207,"path":2208,"category":1991,"date":816,"updatedAt":816,"sourceType":666,"source":2209,"tags":2210},"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",[1577,819,847,848,917],{"title":2212,"description":2213,"path":2214,"category":1991,"date":798,"updatedAt":798,"sourceType":666,"source":2215,"tags":2216},"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",[970,763,801,974,618],{"title":2218,"description":2219,"path":2220,"category":1991,"date":748,"updatedAt":748,"sourceType":666,"source":2048,"tags":2221},"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",[756,1619,911,900,1301],{"title":2223,"description":2224,"path":2225,"category":1991,"date":816,"updatedAt":816,"sourceType":666,"source":2226,"tags":2227},"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",[792,950,637,951,952],{"title":2229,"description":2230,"path":2231,"category":1783,"date":705,"updatedAt":705,"sourceType":666,"source":2232,"tags":2233},"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",[692,1767,2234,1768,1342],"install",{"title":2236,"description":2237,"path":2238,"category":1991,"date":1182,"updatedAt":1182,"sourceType":666,"source":2067,"tags":2239},"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",[1354,902,880,951,707],{"title":2241,"description":2242,"path":2243,"category":1991,"date":826,"updatedAt":826,"sourceType":666,"source":2244,"tags":2245},"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",[693,763,1190,1354,793],{"title":2247,"description":2248,"path":2249,"category":1991,"date":816,"updatedAt":816,"sourceType":666,"source":2091,"tags":2250},"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",[951,1456,618,1457,658],{"title":2252,"description":2253,"path":2254,"category":1783,"date":705,"updatedAt":705,"sourceType":666,"source":2255,"tags":2256},"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",[740,872,742,871,873],{"title":2258,"description":2259,"path":2260,"category":1991,"date":748,"updatedAt":748,"sourceType":666,"source":2261,"tags":2262},"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",[740,854,1631,1632,1341],{"title":2264,"description":2265,"path":2266,"category":1991,"date":748,"updatedAt":748,"sourceType":666,"source":2267,"tags":2268},"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",[1056,1057,619,926,741],{"title":2270,"description":2271,"path":2272,"category":1991,"date":826,"updatedAt":826,"sourceType":666,"source":2273,"tags":2274},"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",[911,756,792,900,1063],{"title":2276,"description":2277,"path":2278,"category":1991,"date":826,"updatedAt":826,"sourceType":666,"source":2279,"tags":2280},"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",[911,1425,756,637,658],{"title":2282,"description":2283,"path":2284,"category":1783,"date":705,"updatedAt":705,"sourceType":666,"source":1985,"tags":2285},"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",[1339,1340,1342,1341],{"title":2287,"description":2288,"path":2289,"category":1991,"date":798,"updatedAt":798,"sourceType":666,"source":2005,"tags":2290},"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",[693,951,792,707,1244],{"title":2292,"description":2293,"path":2294,"category":1991,"date":816,"updatedAt":816,"sourceType":666,"source":2295,"tags":2296},"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",[801,800,2297,618,802],"threads",{"title":2299,"description":2300,"path":2301,"category":1991,"date":816,"updatedAt":816,"sourceType":666,"source":2302,"tags":2303},"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",[1659,2304,2305,1658,658],"snapshot","rotation",{"title":2307,"description":2308,"path":2309,"category":1991,"date":816,"updatedAt":816,"sourceType":666,"source":2174,"tags":2310},"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",[820,659,1528,951,1379],{"title":2312,"description":2313,"path":2314,"category":1991,"date":748,"updatedAt":748,"sourceType":666,"source":2315,"tags":2316},"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",[659,1364,1366,1365,658],{"title":2318,"description":2319,"path":2320,"category":2321,"date":633,"updatedAt":633,"sourceType":871,"source":2322,"tags":2323},"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",[659,2324,983,657],"compliance",{"title":2326,"description":2327,"path":2328,"category":1991,"date":798,"updatedAt":798,"sourceType":666,"source":2302,"tags":2329},"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",[659,1658,926,2330,658],"proxy",{"title":2332,"description":2333,"path":2334,"category":1991,"date":1670,"updatedAt":1670,"sourceType":666,"source":2335,"tags":2336},"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",[820,1673,1139,1672,637],{"title":2338,"description":2339,"path":2340,"category":1991,"date":1670,"updatedAt":1670,"sourceType":666,"source":2341,"tags":2342},"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",[939,1084,1679,1364,658],{"title":2344,"description":2345,"path":2346,"category":1991,"date":816,"updatedAt":816,"sourceType":666,"source":2347,"tags":2348},"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",[659,1379,1380,2349,637],"sandbox",{"title":2351,"description":2352,"path":2353,"category":1783,"date":705,"updatedAt":705,"sourceType":666,"source":2164,"tags":2354},"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",[2166,871,847,651,617],{"title":2356,"description":2357,"path":2358,"category":1991,"date":826,"updatedAt":826,"sourceType":666,"source":2347,"tags":2359},"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",[1379,1529,818,801,659],{"title":2361,"description":2362,"path":2363,"category":1991,"date":1670,"updatedAt":1670,"sourceType":666,"source":2364,"tags":2365},"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 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