[{"data":1,"prerenderedAt":3169},["ShallowReactive",2],{"best-practices:telegram-bot-development":3,"content-manifest":656},{"id":4,"title":5,"body":6,"category":639,"date":640,"description":641,"difficulty":642,"extension":643,"meta":644,"navigation":48,"path":645,"seo":646,"source":640,"sourceName":640,"sourceType":647,"stem":648,"tags":649,"updatedAt":654,"__hash__":655},"bestPractices/best-practices/telegram-bot-development.md","Telegram Bot 开发进阶指南",{"type":7,"value":8,"toc":612},"minimark",[9,13,17,21,25,98,102,161,165,168,239,243,288,291,294,339,342,385,388,391,463,466,495,498,501,546,549,553,563,567,572,576,584,587,608],[10,11,5],"h1",{"id":12},"telegram-bot-开发进阶指南",[14,15,16],"p",{},"本文介绍 Telegram Bot 的高级功能和开发技巧。",[18,19,20],"h2",{"id":20},"自定义键盘",[22,23,24],"h3",{"id":24},"回复键盘",[26,27,32],"pre",{"className":28,"code":29,"language":30,"meta":31,"style":31},"language-python shiki shiki-themes github-light github-dark","from openclaw.channels.telegram import ReplyKeyboardMarkup, KeyboardButton\n\nkeyboard = ReplyKeyboardMarkup(\n    keyboard=[\n        [KeyboardButton(text=\"📅 日历\"), KeyboardButton(text=\"📝 笔记\")],\n        [KeyboardButton(text=\"🌤️ 天气\"), KeyboardButton(text=\"⚙️ 设置\")]\n    ],\n    resize_keyboard=True,\n    one_time_keyboard=True\n)\n","python","",[33,34,35,43,50,56,62,68,74,80,86,92],"code",{"__ignoreMap":31},[36,37,40],"span",{"class":38,"line":39},"line",1,[36,41,42],{},"from openclaw.channels.telegram import ReplyKeyboardMarkup, KeyboardButton\n",[36,44,46],{"class":38,"line":45},2,[36,47,49],{"emptyLinePlaceholder":48},true,"\n",[36,51,53],{"class":38,"line":52},3,[36,54,55],{},"keyboard = ReplyKeyboardMarkup(\n",[36,57,59],{"class":38,"line":58},4,[36,60,61],{},"    keyboard=[\n",[36,63,65],{"class":38,"line":64},5,[36,66,67],{},"        [KeyboardButton(text=\"📅 日历\"), KeyboardButton(text=\"📝 笔记\")],\n",[36,69,71],{"class":38,"line":70},6,[36,72,73],{},"        [KeyboardButton(text=\"🌤️ 天气\"), KeyboardButton(text=\"⚙️ 设置\")]\n",[36,75,77],{"class":38,"line":76},7,[36,78,79],{},"    ],\n",[36,81,83],{"class":38,"line":82},8,[36,84,85],{},"    resize_keyboard=True,\n",[36,87,89],{"class":38,"line":88},9,[36,90,91],{},"    one_time_keyboard=True\n",[36,93,95],{"class":38,"line":94},10,[36,96,97],{},")\n",[22,99,101],{"id":100},"inline-键盘","Inline 键盘",[26,103,105],{"className":28,"code":104,"language":30,"meta":31,"style":31},"from openclaw.channels.telegram import InlineKeyboardMarkup, InlineKeyboardButton\n\ninline_keyboard = InlineKeyboardMarkup(\n    inline_keyboard=[\n        [\n            InlineKeyboardButton(text=\"👍 点赞\", callback_data=\"like\"),\n            InlineKeyboardButton(text=\"👎 反对\", callback_data=\"dislike\")\n        ],\n        [InlineKeyboardButton(text=\"🔗 了解更多\", url=\"https://openclaw.ai\")]\n    ]\n)\n",[33,106,107,112,116,121,126,131,136,141,146,151,156],{"__ignoreMap":31},[36,108,109],{"class":38,"line":39},[36,110,111],{},"from openclaw.channels.telegram import InlineKeyboardMarkup, InlineKeyboardButton\n",[36,113,114],{"class":38,"line":45},[36,115,49],{"emptyLinePlaceholder":48},[36,117,118],{"class":38,"line":52},[36,119,120],{},"inline_keyboard = InlineKeyboardMarkup(\n",[36,122,123],{"class":38,"line":58},[36,124,125],{},"    inline_keyboard=[\n",[36,127,128],{"class":38,"line":64},[36,129,130],{},"        [\n",[36,132,133],{"class":38,"line":70},[36,134,135],{},"            InlineKeyboardButton(text=\"👍 点赞\", callback_data=\"like\"),\n",[36,137,138],{"class":38,"line":76},[36,139,140],{},"            InlineKeyboardButton(text=\"👎 反对\", callback_data=\"dislike\")\n",[36,142,143],{"class":38,"line":82},[36,144,145],{},"        ],\n",[36,147,148],{"class":38,"line":88},[36,149,150],{},"        [InlineKeyboardButton(text=\"🔗 了解更多\", url=\"https://openclaw.ai\")]\n",[36,152,153],{"class":38,"line":94},[36,154,155],{},"    ]\n",[36,157,159],{"class":38,"line":158},11,[36,160,97],{},[18,162,164],{"id":163},"inline-模式","Inline 模式",[22,166,167],{"id":167},"搜索功能",[26,169,171],{"className":28,"code":170,"language":30,"meta":31,"style":31},"async def handle_inline_query(inline_query):\n    results = [\n        {\n            \"type\": \"article\",\n            \"id\": \"1\",\n            \"title\": \"OpenClaw 是什么\",\n            \"description\": \"了解 OpenClaw AI 助手\",\n            \"input_message_content\": {\n                \"message_text\": \"OpenClaw 是一个开源 AI 助手...\"\n            }\n        }\n    ]\n    await answer_inline_query(inline_query.id, results)\n",[33,172,173,178,183,188,193,198,203,208,213,218,223,228,233],{"__ignoreMap":31},[36,174,175],{"class":38,"line":39},[36,176,177],{},"async def handle_inline_query(inline_query):\n",[36,179,180],{"class":38,"line":45},[36,181,182],{},"    results = [\n",[36,184,185],{"class":38,"line":52},[36,186,187],{},"        {\n",[36,189,190],{"class":38,"line":58},[36,191,192],{},"            \"type\": \"article\",\n",[36,194,195],{"class":38,"line":64},[36,196,197],{},"            \"id\": \"1\",\n",[36,199,200],{"class":38,"line":70},[36,201,202],{},"            \"title\": \"OpenClaw 是什么\",\n",[36,204,205],{"class":38,"line":76},[36,206,207],{},"            \"description\": \"了解 OpenClaw AI 助手\",\n",[36,209,210],{"class":38,"line":82},[36,211,212],{},"            \"input_message_content\": {\n",[36,214,215],{"class":38,"line":88},[36,216,217],{},"                \"message_text\": \"OpenClaw 是一个开源 AI 助手...\"\n",[36,219,220],{"class":38,"line":94},[36,221,222],{},"            }\n",[36,224,225],{"class":38,"line":158},[36,226,227],{},"        }\n",[36,229,231],{"class":38,"line":230},12,[36,232,155],{},[36,234,236],{"class":38,"line":235},13,[36,237,238],{},"    await answer_inline_query(inline_query.id, results)\n",[22,240,242],{"id":241},"gif-和图片搜索","GIF 和图片搜索",[26,244,246],{"className":28,"code":245,"language":30,"meta":31,"style":31},"async def handle_inline_media(inline_query):\n    results = [\n        {\n            \"type\": \"photo\",\n            \"id\": \"1\",\n            \"photo_url\": \"https://example.com/image.jpg\",\n            \"thumb_url\": \"https://example.com/thumb.jpg\"\n        }\n    ]\n",[33,247,248,253,257,261,266,270,275,280,284],{"__ignoreMap":31},[36,249,250],{"class":38,"line":39},[36,251,252],{},"async def handle_inline_media(inline_query):\n",[36,254,255],{"class":38,"line":45},[36,256,182],{},[36,258,259],{"class":38,"line":52},[36,260,187],{},[36,262,263],{"class":38,"line":58},[36,264,265],{},"            \"type\": \"photo\",\n",[36,267,268],{"class":38,"line":64},[36,269,197],{},[36,271,272],{"class":38,"line":70},[36,273,274],{},"            \"photo_url\": \"https://example.com/image.jpg\",\n",[36,276,277],{"class":38,"line":76},[36,278,279],{},"            \"thumb_url\": \"https://example.com/thumb.jpg\"\n",[36,281,282],{"class":38,"line":82},[36,283,227],{},[36,285,286],{"class":38,"line":88},[36,287,155],{},[18,289,290],{"id":290},"群组管理",[22,292,293],{"id":293},"欢迎消息",[26,295,297],{"className":28,"code":296,"language":30,"meta":31,"style":31},"async def handle_new_member(update):\n    for member in update.new_chat_members:\n        welcome_text = f\"欢迎 {member.first_name} 加入本群！\"\n        await bot.send_message(\n            chat_id=update.chat.id,\n            text=welcome_text,\n            reply_markup=get_welcome_keyboard()\n        )\n",[33,298,299,304,309,314,319,324,329,334],{"__ignoreMap":31},[36,300,301],{"class":38,"line":39},[36,302,303],{},"async def handle_new_member(update):\n",[36,305,306],{"class":38,"line":45},[36,307,308],{},"    for member in update.new_chat_members:\n",[36,310,311],{"class":38,"line":52},[36,312,313],{},"        welcome_text = f\"欢迎 {member.first_name} 加入本群！\"\n",[36,315,316],{"class":38,"line":58},[36,317,318],{},"        await bot.send_message(\n",[36,320,321],{"class":38,"line":64},[36,322,323],{},"            chat_id=update.chat.id,\n",[36,325,326],{"class":38,"line":70},[36,327,328],{},"            text=welcome_text,\n",[36,330,331],{"class":38,"line":76},[36,332,333],{},"            reply_markup=get_welcome_keyboard()\n",[36,335,336],{"class":38,"line":82},[36,337,338],{},"        )\n",[22,340,341],{"id":341},"权限管理",[26,343,345],{"className":28,"code":344,"language":30,"meta":31,"style":31},"async def handle_group_permission(update):\n    if \"违规\" in update.message.text:\n        await bot.restrict_chat_member(\n            chat_id=update.chat.id,\n            user_id=update.message.from_user.id,\n            permissions=ChatPermissions(can_send_messages=False),\n            until_date=datetime.now() + timedelta(hours=1)\n        )\n",[33,346,347,352,357,362,366,371,376,381],{"__ignoreMap":31},[36,348,349],{"class":38,"line":39},[36,350,351],{},"async def handle_group_permission(update):\n",[36,353,354],{"class":38,"line":45},[36,355,356],{},"    if \"违规\" in update.message.text:\n",[36,358,359],{"class":38,"line":52},[36,360,361],{},"        await bot.restrict_chat_member(\n",[36,363,364],{"class":38,"line":58},[36,365,323],{},[36,367,368],{"class":38,"line":64},[36,369,370],{},"            user_id=update.message.from_user.id,\n",[36,372,373],{"class":38,"line":70},[36,374,375],{},"            permissions=ChatPermissions(can_send_messages=False),\n",[36,377,378],{"class":38,"line":76},[36,379,380],{},"            until_date=datetime.now() + timedelta(hours=1)\n",[36,382,383],{"class":38,"line":82},[36,384,338],{},[18,386,387],{"id":387},"命令处理",[22,389,390],{"id":390},"斜杠命令",[26,392,394],{"className":28,"code":393,"language":30,"meta":31,"style":31},"COMMANDS = {\n    \"/start\": \"欢迎使用 OpenClaw\",\n    \"/help\": \"获取帮助信息\",\n    \"/settings\": \"打开设置\",\n    \"/status\": \"查看状态\"\n}\n\nasync def handle_command(update):\n    command = update.message.text.split()[0]\n    if command in COMMANDS:\n        await bot.send_message(\n            chat_id=update.chat.id,\n            text=COMMANDS[command]\n        )\n",[33,395,396,401,406,411,416,421,426,430,435,440,445,449,453,458],{"__ignoreMap":31},[36,397,398],{"class":38,"line":39},[36,399,400],{},"COMMANDS = {\n",[36,402,403],{"class":38,"line":45},[36,404,405],{},"    \"/start\": \"欢迎使用 OpenClaw\",\n",[36,407,408],{"class":38,"line":52},[36,409,410],{},"    \"/help\": \"获取帮助信息\",\n",[36,412,413],{"class":38,"line":58},[36,414,415],{},"    \"/settings\": \"打开设置\",\n",[36,417,418],{"class":38,"line":64},[36,419,420],{},"    \"/status\": \"查看状态\"\n",[36,422,423],{"class":38,"line":70},[36,424,425],{},"}\n",[36,427,428],{"class":38,"line":76},[36,429,49],{"emptyLinePlaceholder":48},[36,431,432],{"class":38,"line":82},[36,433,434],{},"async def handle_command(update):\n",[36,436,437],{"class":38,"line":88},[36,438,439],{},"    command = update.message.text.split()[0]\n",[36,441,442],{"class":38,"line":94},[36,443,444],{},"    if command in COMMANDS:\n",[36,446,447],{"class":38,"line":158},[36,448,318],{},[36,450,451],{"class":38,"line":230},[36,452,323],{},[36,454,455],{"class":38,"line":235},[36,456,457],{},"            text=COMMANDS[command]\n",[36,459,461],{"class":38,"line":460},14,[36,462,338],{},[22,464,465],{"id":465},"命令别名",[26,467,469],{"className":28,"code":468,"language":30,"meta":31,"style":31},"command_aliases = {\n    \"帮助\": \"/help\",\n    \"状态\": \"/status\",\n    \"设置\": \"/settings\"\n}\n",[33,470,471,476,481,486,491],{"__ignoreMap":31},[36,472,473],{"class":38,"line":39},[36,474,475],{},"command_aliases = {\n",[36,477,478],{"class":38,"line":45},[36,479,480],{},"    \"帮助\": \"/help\",\n",[36,482,483],{"class":38,"line":52},[36,484,485],{},"    \"状态\": \"/status\",\n",[36,487,488],{"class":38,"line":58},[36,489,490],{},"    \"设置\": \"/settings\"\n",[36,492,493],{"class":38,"line":64},[36,494,425],{},[18,496,497],{"id":497},"投票和测验",[22,499,500],{"id":500},"创建投票",[26,502,504],{"className":28,"code":503,"language":30,"meta":31,"style":31},"async def create_poll(update):\n    await bot.send_poll(\n        chat_id=update.chat.id,\n        question=\"你更喜欢哪个 AI 助手？\",\n        options=[\"OpenClaw\", \"ChatGPT\", \"Claude\", \"其他\"],\n        is_anonymous=False,\n        allows_multiple_answers=False\n    )\n",[33,505,506,511,516,521,526,531,536,541],{"__ignoreMap":31},[36,507,508],{"class":38,"line":39},[36,509,510],{},"async def create_poll(update):\n",[36,512,513],{"class":38,"line":45},[36,514,515],{},"    await bot.send_poll(\n",[36,517,518],{"class":38,"line":52},[36,519,520],{},"        chat_id=update.chat.id,\n",[36,522,523],{"class":38,"line":58},[36,524,525],{},"        question=\"你更喜欢哪个 AI 助手？\",\n",[36,527,528],{"class":38,"line":64},[36,529,530],{},"        options=[\"OpenClaw\", \"ChatGPT\", \"Claude\", \"其他\"],\n",[36,532,533],{"class":38,"line":70},[36,534,535],{},"        is_anonymous=False,\n",[36,537,538],{"class":38,"line":76},[36,539,540],{},"        allows_multiple_answers=False\n",[36,542,543],{"class":38,"line":82},[36,544,545],{},"    )\n",[18,547,548],{"id":548},"常见问题",[22,550,552],{"id":551},"_1-bot-无法加入群组","1. Bot 无法加入群组",[554,555,556,560],"ul",{},[557,558,559],"li",{},"检查 Bot 权限",[557,561,562],{},"确认群组设置允许添加 Bot",[22,564,566],{"id":565},"_2-inline-模式不工作","2. Inline 模式不工作",[554,568,569],{},[557,570,571],{},"需要在 BotFather 启用 Inline 模式",[22,573,575],{"id":574},"_3-消息发送失败","3. 消息发送失败",[554,577,578,581],{},[557,579,580],{},"检查是否被限制",[557,582,583],{},"确认聊天权限",[18,585,586],{"id":586},"下一步",[554,588,589,596,602],{},[557,590,591],{},[592,593,595],"a",{"href":594},"/news/telegram-bot","Telegram 配置指南",[557,597,598],{},[592,599,601],{"href":600},"/news/discord-integration","Discord 集成",[557,603,604],{},[592,605,607],{"href":606},"/news/slack-workspace","Slack 工作区",[609,610,611],"style",{},"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":31,"searchDepth":45,"depth":45,"links":613},[614,618,622,626,630,633,638],{"id":20,"depth":45,"text":20,"children":615},[616,617],{"id":24,"depth":52,"text":24},{"id":100,"depth":52,"text":101},{"id":163,"depth":45,"text":164,"children":619},[620,621],{"id":167,"depth":52,"text":167},{"id":241,"depth":52,"text":242},{"id":290,"depth":45,"text":290,"children":623},[624,625],{"id":293,"depth":52,"text":293},{"id":341,"depth":52,"text":341},{"id":387,"depth":45,"text":387,"children":627},[628,629],{"id":390,"depth":52,"text":390},{"id":465,"depth":52,"text":465},{"id":497,"depth":45,"text":497,"children":631},[632],{"id":500,"depth":52,"text":500},{"id":548,"depth":45,"text":548,"children":634},[635,636,637],{"id":551,"depth":52,"text":552},{"id":565,"depth":52,"text":566},{"id":574,"depth":52,"text":575},{"id":586,"depth":45,"text":586},"渠道实践",null,"深入学习 Telegram Bot 的高级功能，包括自定义键盘、Inline 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文件当成一团无结构日志。","/docs/reference/session-jsonl-and-compaction-entries","2026-04-01",[856,1708,1709,1175,1462],"transcript","jsonl",{"title":1711,"description":1712,"path":1713,"category":1456,"updatedAt":1706,"sourceType":700,"tags":1714},"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",[975,1120,1715,1400,692],"store",{"title":1717,"description":1718,"path":1719,"category":1456,"updatedAt":862,"sourceType":700,"tags":1720},"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",[693,1415,1400,1721,1462],"ingress",{"title":1723,"description":1724,"path":1725,"category":1456,"updatedAt":741,"sourceType":700,"tags":1726},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 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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",[684,1633,1249,1634,692],{"title":2196,"description":2197,"path":2198,"category":1819,"date":741,"updatedAt":741,"sourceType":700,"source":2199,"tags":2200},"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",[2201,1756,2202,2203,2204],"showcase","home-assistant","nix","infrastructure",{"title":2206,"description":2207,"path":2208,"category":2026,"date":834,"updatedAt":834,"sourceType":700,"source":2209,"tags":2210},"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 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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",[2201,674,945,2238,2239],"vector-search","knowledge",{"title":2241,"description":2242,"path":2243,"category":2026,"date":852,"updatedAt":852,"sourceType":700,"source":2244,"tags":2245},"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",[1613,855,650,884,953],{"title":2247,"description":2248,"path":2249,"category":2026,"date":834,"updatedAt":834,"sourceType":700,"source":2250,"tags":2251},"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",[1006,799,837,1010,652],{"title":2253,"description":2254,"path":2255,"category":2026,"date":784,"updatedAt":784,"sourceType":700,"source":2083,"tags":2256},"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",[792,1655,947,936,1336],{"title":2258,"description":2259,"path":2260,"category":2026,"date":852,"updatedAt":852,"sourceType":700,"source":2261,"tags":2262},"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 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执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[947,792,828,936,1099],{"title":2311,"description":2312,"path":2313,"category":2026,"date":862,"updatedAt":862,"sourceType":700,"source":2314,"tags":2315},"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",[947,1461,792,671,692],{"title":2317,"description":2318,"path":2319,"category":1819,"date":741,"updatedAt":741,"sourceType":700,"source":2020,"tags":2320},"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",[1374,1375,1377,1376],{"title":2322,"description":2323,"path":2324,"category":2026,"date":834,"updatedAt":834,"sourceType":700,"source":2040,"tags":2325},"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",[729,987,828,743,1279],{"title":2327,"description":2328,"path":2329,"category":2026,"date":852,"updatedAt":852,"sourceType":700,"source":2330,"tags":2331},"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",[837,836,2332,652,838],"threads",{"title":2334,"description":2335,"path":2336,"category":2026,"date":852,"updatedAt":852,"sourceType":700,"source":2337,"tags":2338},"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",[693,1694,962,2365,692],"proxy",{"title":2367,"description":2368,"path":2369,"category":2026,"date":1706,"updatedAt":1706,"sourceType":700,"source":2370,"tags":2371},"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",[856,1709,1175,1708,671],{"title":2373,"description":2374,"path":2375,"category":2026,"date":1706,"updatedAt":1706,"sourceType":700,"source":2376,"tags":2377},"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 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