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{"type":"message","id":"4c0b6024","parentId":"4e177f53","timestamp":"2026-05-27T01:03:33.372Z","message":{"role":"user","content":[{"type":"text","text":"System: [2026-05-27 09:03:32 GMT+8] Slack DM from 李力: clickup是怎么用agent的\n\nConversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"1779843811.374279\",\n  \"reply_to_id\": \"1779843811.374279\",\n  \"sender_id\": \"U0A8ZCK7RJM\",\n  \"sender\": \"李力\",\n  \"timestamp\": \"Wed 2026-05-27 09:03 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"李力 (U0A8ZCK7RJM)\",\n  \"id\": \"U0A8ZCK7RJM\",\n  \"name\": \"李力\"\n}\n```\n\nclickup是怎么用agent的"}],"timestamp":1779843813369}}
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{"type":"message","id":"eb89d3f6","parentId":"42068583","timestamp":"2026-05-27T01:03:34.325Z","message":{"role":"user","content":[{"type":"text","text":"System: [2026-05-27 09:03:32 GMT+8] Slack DM from 李力: clickup是怎么用agent的\n\nConversation info (untrusted metadata):\n```json\n{\n  \"message_id\": \"1779843811.374279\",\n  \"reply_to_id\": \"1779843811.374279\",\n  \"sender_id\": \"U0A8ZCK7RJM\",\n  \"sender\": \"李力\",\n  \"timestamp\": \"Wed 2026-05-27 09:03 GMT+8\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"李力 (U0A8ZCK7RJM)\",\n  \"id\": \"U0A8ZCK7RJM\",\n  \"name\": \"李力\"\n}\n```\n\nclickup是怎么用agent的"}],"timestamp":1779843814319}}
{"type":"message","id":"44a4c927","parentId":"eb89d3f6","timestamp":"2026-05-27T01:03:38.255Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"This is a question about how ClickUp uses agents/AI. Let me search for the latest information about ClickUp's agent capabilities."},{"type":"text","text":"这个问题有意思，让我搜一下 ClickUp 最近的 Agent 功能更新。\n"},{"type":"toolCall","id":"call_2b21f9f5fc2644419d7aa999","name":"web_search","arguments":{"query":"ClickUp AI agent 2025 2026 features how it works","count":5}}],"api":"openai-completions","provider":"hai","model":"MiniMax-M2.5","usage":{"input":24419,"output":89,"cacheRead":130,"cacheWrite":0,"totalTokens":24638,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"toolUse","timestamp":1779843814324}}
{"type":"message","id":"bc4c6e75","parentId":"44a4c927","timestamp":"2026-05-27T01:03:59.414Z","message":{"role":"toolResult","toolCallId":"call_2b21f9f5fc2644419d7aa999","toolName":"web_search","content":[{"type":"text","text":"{\n  \"query\": \"ClickUp AI agent 2025 2026 features how it works\",\n  \"provider\": \"perplexity\",\n  \"model\": \"perplexity/sonar-pro\",\n  \"tookMs\": 21148,\n  \"externalContent\": {\n    \"untrusted\": true,\n    \"source\": \"web_search\",\n    \"provider\": \"perplexity\",\n    \"wrapped\": true\n  },\n  \"content\": \"\\n<<<EXTERNAL_UNTRUSTED_CONTENT id=\\\"e2c05b3fbe73f10a\\\">>>\\nSource: Web Search\\n---\\nClickUp’s AI agents are a set of **AI teammates (Super Agents), a general assistant (Brain), and in‑channel agents** that automate work across tasks, docs, chat, and meetings, with growing capabilities through 2025–2026 such as cross‑tool search, workflow automation, meeting notes, and scheduled automations.[1][2][3][4]\\n\\nBelow is how they work, what they can do now, and what’s emerging for 2025–2026.\\n\\n---\\n\\n## 1. Main types of ClickUp AI agents\\n\\n**1. Super Agents™ (AI teammates)**  \\n- Described by ClickUp as **“personalized AI teammates that understand your work, use powerful tools, and collaborate like humans.”**[3]  \\n- You work with them like teammates: **@mention them in comments, assign them tasks, or DM them**, and they execute workflows end‑to‑end.[3][7]  \\n- They can monitor work, route items, summarize, update, and complete tasks or reminders, and run on schedules.[3][4]\\n\\n**2. Brain (ClickUp Brain / AI assistant)**  \\n- A **general‑purpose AI assistant in the sidebar** that works across the interface.[1][2]  \\n- Generates ideas, **creates and updates tasks**, drafts documents, analyzes reports, and accesses integrated tools and the web.[1][2]  \\n- Fully available on **mobile** via a floating Brain button that can act on tasks and answer questions from any screen.[3]\\n\\n**3. Channel agent (in communication channels)**  \\n- A separate agent that **lives in every communication channel** (chat, threads, forums) and **proactively hunts for questions** to answer.[1][2]  \\n- Searches both **internal knowledge** (ClickUp docs/tasks) and **external sources** like Google Drive, OneDrive, Figma, and Gmail.[1][2]  \\n- Acts like “Slack search on steroids” but with semantic understanding of context and intent, not just keyword search.[1]\\n\\n**4. AI Notetaker & meeting agents**  \\n- An **AI notetaker** that records SyncUps (ClickUp’s internal live video/audio calls), transcribes them, and sends smart notes to participants.[2][3]  \\n- You can configure whether to keep **recording, transcript, or just the summary** via Calendar → AI Notetaker settings.[3]\\n\\n---\\n\\n## 2. What ClickUp AI agents can do (features)\\n\\n### A. Cross‑workspace, cross‑tool intelligence\\n\\n- **Unified search & knowledge:** Uses Qatalog technology for **cross‑platform search** so agents can answer questions from multiple tools (Drive, Figma, email, etc.), making them more than just a basic chatbot.[1]  \\n- **Workspace awareness:** Super Agents “understand how work flows through your Workspace” and can **execute tasks end‑to‑end**, escalating issues and surfacing insights proactively.[3]\\n\\n### B. Task, project, and workflow automation\\n\\n- **Create and manage tasks:** Brain and Super Agents can **create new tasks**, add comments, update statuses, and adjust priorities.[1][2][4]  \\n- **Scheduling & reminders:** Brain can **schedule meetings based on teammate availability** and Super Agents handle reminders end‑to‑end (create, summarize, update, complete).[2][3]  \\n- **Scheduled runs:** Agents can run on **hourly schedules** with guardrails to avoid overlapping runs, suitable for monitoring, routing, and alerting.[3]  \\n- **Design workflows:** For design teams, Super Agents can **convert briefs into structured design tasks**, generate draft assets, manage versions, track feedback, and keep the pipeline moving automatically.[4]\\n\\n### C. Content creation & analysis\\n\\n- **Docs and communication:** Brain drafts documents, brainstorms ideas, analyzes reports, and generates summaries.[1][2][4]  \\n- **Image generation:** ClickUp’s AI assistant can **generate images from text prompts**, using multiple underlying models like **Gemini and Claude**.[4]  \\n- **Meeting summaries:** AI Notetaker produces **summaries, action items, and searchable transcripts** for recorded meetings.[2][3][5]\\n\\n### D. Meetings, calendar, and prioritization\\n\\n- **Calendar intelligence:** The calendar integration can automatically **reschedule meetings and adjust task priorities** based on what you mark urgent, and show dashboard views for tracking team progress and time off.[1]  \\n- **SyncUps integration:** SyncUps (live video/audio calls) have an AI notetaker, and there is a **SyncUp button in every channel** to quickly launch calls with automatic notes.[2]\\n\\n---\\n\\n## 3. How you interact with and configure agents\\n\\n### A. Working with Super Agents\\n\\n- **Interaction patterns:**\\n  - **@Mention** them in task comments to have them take action or provide an update.[3][4]  \\n  - **Assign them tasks** as if they were “AI employees.”[3][8]  \\n  - **DM them** directly in ClickUp to give instructions or ask questions.[3][7]\\n\\n- **Configuration & tools:**\\n  - Each Super Agent has a **set of instructions**, visible and editable by admins/managers (e.g., an “accountability partner” agent with custom behavior).[7]  \\n  - You can **pick which tools they have access to** (ClickUp actions and external integrations) during setup.[7]  \\n  - Super Agents can use ClickUp’s **Intelligence/memory feature** to automatically store helpful memories to improve over time.[7]\\n\\n- **Live behavior changes:**  \\n  - You can **modify an agent’s instructions, tools, tone, or behavior** simply by telling the agent in a DM, @mention, or task comment—no separate Agent Builder UI required.[3]\\n\\n### B. Brain across desktop and mobile\\n\\n- **Sidebar & floating button:** Brain lives in the **sidebar** on desktop and as a **floating button** on mobile, available from any screen.[1][2][3]  \\n- You can ask Brain to:\\n  - Answer questions about your projects  \\n  - **Take action on tasks** (create, edit, summarize)  \\n  - “Catch up on what you missed” by summarizing activity and updates[3]\\n\\n- **Conversation sync:** Brain **syncs conversations across devices**, so you can start on mobile and continue on desktop.[3]\\n\\n### C. In‑channel agents\\n\\n- Present in **every channel**: internal forums, chat threads, communication spaces within ClickUp.[1][2]  \\n- They **proactively find unaddressed questions** in threads and answer them using company knowledge and connected tools.[1][2]\\n\\n---\\n\\n## 4. Pricing and add‑ons (as of 2026)\\n\\nAccording to a 2026 pricing guide:[5]\\n\\n- **Brain AI**: starts around **$9 per user/month** on paid plans.[5]  \\n- **Everything AI**: bundles broader AI capabilities, around **$28 per user/month**.[5]  \\n- **AI Super Credits**: about **$10 for 10K credits**, used by **Super Agents, AI Fields, image generation, and similar heavy AI features**.[5]  \\n- **AI Notetaker**: from **$12 for 60 hours/month**, covering meeting recording, smart summaries, transcripts, and action items.[5]\\n\\nSpecific pricing and packaging can change, but this gives the ballpark for 2025–2026.\\n\\n---\\n\\n## 5. 2025–2026 evolution and roadmap signals\\n\\nBased on recent changelogs and feedback threads, here is where ClickUp AI agents are heading through 2025–2026:\\n\\n- **Super Agents more powerful and pervasive**  \\n  - Now **available in ClickUp 4.0** for any workspace with AI enabled.[3]  \\n  - They now manage **reminders end‑to‑end** and support scheduled runs with guardrails.[3]  \\n  - Managers can be given **“Can Manage”** access; the agent automatically DMs them a rundown of what it does.[3]\\n\\n- **Deeper integration with external tools**  \\n  - Agents can already reference/attach Google Drive files but not natively create Docs/Sheets yet; a ClickUp product thread confirms **Drive/Docs/Sheets creation tools are “in the works” and under testing.**[6]  \\n  - This suggests upcoming abilities like a “create_google_drive_file” tool so agents can generate and populate Google Docs/Sheets as part of workflows.[6]\\n\\n- **ClickUp inside ChatGPT**  \\n  - You can **install ClickUp from ChatGPT’s App Store**, then ask ChatGPT to summarize a project, find what to work on next, or update your team using **live ClickUp data**.[3]  \\n  - This effectively makes Brain and agents available via external chat interfaces as well.\\n\\n- **More flexible AI Notetaker**  \\n  - Recent updates added toggles to control which meeting artifacts are saved (recording, transcript, summary), improving compliance/privacy controls.[3]\\n\\n- **Design and creative workflows**  \\n  - ClickUp is positioning itself as a **“converged AI workspace”** where design workflows, chat, approvals, and feedback live in one place.[4]  \\n  - Super Agents + Brain can **generate images, summarize feedback threads, and automate design review pipelines** (brand checks, approvals, status updates).[4]  \\n  - This indicates more domain‑specific agent templates (e.g., design, marketing, ops) in 2025–2026.\\n\\n---\\n\\n## 6. Practical “how it works” example (end‑to‑end)\\n\\nPutting it together, a typical 2025/2026 workflow might look like:\\n\\n1. A client posts a brief in a ClickUp channel.  \\n2. The **channel agent** detects unanswered questions and clarifies missing details using internal docs and Google Drive files.[1][2]  \\n3. A **Super Agent** you’ve configured for design:\\n   - Converts the brief into a set of **structured design tasks** with dates and assignees.[4]  \\n   - Generates **draft images** using AI models (Gemini, Claude pipeline behind ClickUp Brain).[4]  \\n   - Sets up reminders and scheduled check‑ins.[3][4]\\n\\n4. During a SyncUp meeting, the **AI Notetaker** records, transcribes, and sends a summary plus action items.[2][3]  \\n5. After the meeting, you **@mention the Super Agent** in the main task:\\n   - It updates task statuses, logs decisions, and posts a summary for stakeholders.[3][4]  \\n6. Later, from mobile, you tap the **Brain button** and ask “What changed on the client X launch since yesterday?” Brain summarizes all relevant tasks and comments and suggests next steps.[3]\\n\\n---\\n\\nIf you tell me your role (e.g., agency, product, engineering, marketing) and whether you already use ClickUp, I can outline a concrete 2025–2026 setup for AI agents tailored to your workflows.\\n<<<END_EXTERNAL_UNTRUSTED_CONTENT id=\\\"e2c05b3fbe73f10a\\\">>>\",\n  \"citations\": [\n    \"https://www.techbuzz.ai/articles/clickup-launches-ai-agents-to-challenge-slack-and-notion\",\n    \"https://techcrunch.com/2025/11/04/clickup-adds-new-ai-assistant-to-better-compete-with-slack-and-notion/\",\n    \"https://feedback.clickup.com/changelog\",\n    \"https://www.youtube.com/watch?v=C7U_hMSCgZI\",\n    \"https://www.upsys-consulting.com/en/blog/clickup-pricing-explained\",\n    \"https://feedback.clickup.com/ai-super-agents/p/ai-agents-create-google-docs-and-sheets\",\n    \"https://www.youtube.com/watch?v=jFfqQVPfzxA\",\n    \"https://www.instagram.com/reel/DSlMYF5gXco/\",\n    \"https://www.zenpilot.com/clickup-ai/\",\n    \"https://university.clickup.com/path/the-clickup-ai-agents-enablement-series\"\n  ]\n}"}],"details":{"query":"ClickUp AI agent 2025 2026 features how it works","provider":"perplexity","model":"perplexity/sonar-pro","tookMs":21148,"externalContent":{"untrusted":true,"source":"web_search","provider":"perplexity","wrapped":true},"content":"\n<<<EXTERNAL_UNTRUSTED_CONTENT id=\"e2c05b3fbe73f10a\">>>\nSource: Web Search\n---\nClickUp’s AI agents are a set of **AI teammates (Super Agents), a general assistant (Brain), and in‑channel agents** that automate work across tasks, docs, chat, and meetings, with growing capabilities through 2025–2026 such as cross‑tool search, workflow automation, meeting notes, and scheduled automations.[1][2][3][4]\n\nBelow is how they work, what they can do now, and what’s emerging for 2025–2026.\n\n---\n\n## 1. Main types of ClickUp AI agents\n\n**1. Super Agents™ (AI teammates)**  \n- Described by ClickUp as **“personalized AI teammates that understand your work, use powerful tools, and collaborate like humans.”**[3]  \n- You work with them like teammates: **@mention them in comments, assign them tasks, or DM them**, and they execute workflows end‑to‑end.[3][7]  \n- They can monitor work, route items, summarize, update, and complete tasks or reminders, and run on schedules.[3][4]\n\n**2. Brain (ClickUp Brain / AI assistant)**  \n- A **general‑purpose AI assistant in the sidebar** that works across the interface.[1][2]  \n- Generates ideas, **creates and updates tasks**, drafts documents, analyzes reports, and accesses integrated tools and the web.[1][2]  \n- Fully available on **mobile** via a floating Brain button that can act on tasks and answer questions from any screen.[3]\n\n**3. Channel agent (in communication channels)**  \n- A separate agent that **lives in every communication channel** (chat, threads, forums) and **proactively hunts for questions** to answer.[1][2]  \n- Searches both **internal knowledge** (ClickUp docs/tasks) and **external sources** like Google Drive, OneDrive, Figma, and Gmail.[1][2]  \n- Acts like “Slack search on steroids” but with semantic understanding of context and intent, not just keyword search.[1]\n\n**4. AI Notetaker & meeting agents**  \n- An **AI notetaker** that records SyncUps (ClickUp’s internal live video/audio calls), transcribes them, and sends smart notes to participants.[2][3]  \n- You can configure whether to keep **recording, transcript, or just the summary** via Calendar → AI Notetaker settings.[3]\n\n---\n\n## 2. What ClickUp AI agents can do (features)\n\n### A. Cross‑workspace, cross‑tool intelligence\n\n- **Unified search & knowledge:** Uses Qatalog technology for **cross‑platform search** so agents can answer questions from multiple tools (Drive, Figma, email, etc.), making them more than just a basic chatbot.[1]  \n- **Workspace awareness:** Super Agents “understand how work flows through your Workspace” and can **execute tasks end‑to‑end**, escalating issues and surfacing insights proactively.[3]\n\n### B. Task, project, and workflow automation\n\n- **Create and manage tasks:** Brain and Super Agents can **create new tasks**, add comments, update statuses, and adjust priorities.[1][2][4]  \n- **Scheduling & reminders:** Brain can **schedule meetings based on teammate availability** and Super Agents handle reminders end‑to‑end (create, summarize, update, complete).[2][3]  \n- **Scheduled runs:** Agents can run on **hourly schedules** with guardrails to avoid overlapping runs, suitable for monitoring, routing, and alerting.[3]  \n- **Design workflows:** For design teams, Super Agents can **convert briefs into structured design tasks**, generate draft assets, manage versions, track feedback, and keep the pipeline moving automatically.[4]\n\n### C. Content creation & analysis\n\n- **Docs and communication:** Brain drafts documents, brainstorms ideas, analyzes reports, and generates summaries.[1][2][4]  \n- **Image generation:** ClickUp’s AI assistant can **generate images from text prompts**, using multiple underlying models like **Gemini and Claude**.[4]  \n- **Meeting summaries:** AI Notetaker produces **summaries, action items, and searchable transcripts** for recorded meetings.[2][3][5]\n\n### D. Meetings, calendar, and prioritization\n\n- **Calendar intelligence:** The calendar integration can automatically **reschedule meetings and adjust task priorities** based on what you mark urgent, and show dashboard views for tracking team progress and time off.[1]  \n- **SyncUps integration:** SyncUps (live video/audio calls) have an AI notetaker, and there is a **SyncUp button in every channel** to quickly launch calls with automatic notes.[2]\n\n---\n\n## 3. How you interact with and configure agents\n\n### A. Working with Super Agents\n\n- **Interaction patterns:**\n  - **@Mention** them in task comments to have them take action or provide an update.[3][4]  \n  - **Assign them tasks** as if they were “AI employees.”[3][8]  \n  - **DM them** directly in ClickUp to give instructions or ask questions.[3][7]\n\n- **Configuration & tools:**\n  - Each Super Agent has a **set of instructions**, visible and editable by admins/managers (e.g., an “accountability partner” agent with custom behavior).[7]  \n  - You can **pick which tools they have access to** (ClickUp actions and external integrations) during setup.[7]  \n  - Super Agents can use ClickUp’s **Intelligence/memory feature** to automatically store helpful memories to improve over time.[7]\n\n- **Live behavior changes:**  \n  - You can **modify an agent’s instructions, tools, tone, or behavior** simply by telling the agent in a DM, @mention, or task comment—no separate Agent Builder UI required.[3]\n\n### B. Brain across desktop and mobile\n\n- **Sidebar & floating button:** Brain lives in the **sidebar** on desktop and as a **floating button** on mobile, available from any screen.[1][2][3]  \n- You can ask Brain to:\n  - Answer questions about your projects  \n  - **Take action on tasks** (create, edit, summarize)  \n  - “Catch up on what you missed” by summarizing activity and updates[3]\n\n- **Conversation sync:** Brain **syncs conversations across devices**, so you can start on mobile and continue on desktop.[3]\n\n### C. In‑channel agents\n\n- Present in **every channel**: internal forums, chat threads, communication spaces within ClickUp.[1][2]  \n- They **proactively find unaddressed questions** in threads and answer them using company knowledge and connected tools.[1][2]\n\n---\n\n## 4. Pricing and add‑ons (as of 2026)\n\nAccording to a 2026 pricing guide:[5]\n\n- **Brain AI**: starts around **$9 per user/month** on paid plans.[5]  \n- **Everything AI**: bundles broader AI capabilities, around **$28 per user/month**.[5]  \n- **AI Super Credits**: about **$10 for 10K credits**, used by **Super Agents, AI Fields, image generation, and similar heavy AI features**.[5]  \n- **AI Notetaker**: from **$12 for 60 hours/month**, covering meeting recording, smart summaries, transcripts, and action items.[5]\n\nSpecific pricing and packaging can change, but this gives the ballpark for 2025–2026.\n\n---\n\n## 5. 2025–2026 evolution and roadmap signals\n\nBased on recent changelogs and feedback threads, here is where ClickUp AI agents are heading through 2025–2026:\n\n- **Super Agents more powerful and pervasive**  \n  - Now **available in ClickUp 4.0** for any workspace with AI enabled.[3]  \n  - They now manage **reminders end‑to‑end** and support scheduled runs with guardrails.[3]  \n  - Managers can be given **“Can Manage”** access; the agent automatically DMs them a rundown of what it does.[3]\n\n- **Deeper integration with external tools**  \n  - Agents can already reference/attach Google Drive files but not natively create Docs/Sheets yet; a ClickUp product thread confirms **Drive/Docs/Sheets creation tools are “in the works” and under testing.**[6]  \n  - This suggests upcoming abilities like a “create_google_drive_file” tool so agents can generate and populate Google Docs/Sheets as part of workflows.[6]\n\n- **ClickUp inside ChatGPT**  \n  - You can **install ClickUp from ChatGPT’s App Store**, then ask ChatGPT to summarize a project, find what to work on next, or update your team using **live ClickUp data**.[3]  \n  - This effectively makes Brain and agents available via external chat interfaces as well.\n\n- **More flexible AI Notetaker**  \n  - Recent updates added toggles to control which meeting artifacts are saved (recording, transcript, summary), improving compliance/privacy controls.[3]\n\n- **Design and creative workflows**  \n  - ClickUp is positioning itself as a **“converged AI workspace”** where design workflows, chat, approvals, and feedback live in one place.[4]  \n  - Super Agents + Brain can **generate images, summarize feedback threads, and automate design review pipelines** (brand checks, approvals, status updates).[4]  \n  - This indicates more domain‑specific agent templates (e.g., design, marketing, ops) in 2025–2026.\n\n---\n\n## 6. Practical “how it works” example (end‑to‑end)\n\nPutting it together, a typical 2025/2026 workflow might look like:\n\n1. A client posts a brief in a ClickUp channel.  \n2. The **channel agent** detects unanswered questions and clarifies missing details using internal docs and Google Drive files.[1][2]  \n3. A **Super Agent** you’ve configured for design:\n   - Converts the brief into a set of **structured design tasks** with dates and assignees.[4]  \n   - Generates **draft images** using AI models (Gemini, Claude pipeline behind ClickUp Brain).[4]  \n   - Sets up reminders and scheduled check‑ins.[3][4]\n\n4. During a SyncUp meeting, the **AI Notetaker** records, transcribes, and sends a summary plus action items.[2][3]  \n5. After the meeting, you **@mention the Super Agent** in the main task:\n   - It updates task statuses, logs decisions, and posts a summary for stakeholders.[3][4]  \n6. Later, from mobile, you tap the **Brain button** and ask “What changed on the client X launch since yesterday?” Brain summarizes all relevant tasks and comments and suggests next steps.[3]\n\n---\n\nIf you tell me your role (e.g., agency, product, engineering, marketing) and whether you already use ClickUp, I can outline a concrete 2025–2026 setup for AI agents tailored to your workflows.\n<<<END_EXTERNAL_UNTRUSTED_CONTENT id=\"e2c05b3fbe73f10a\">>>","citations":["https://www.techbuzz.ai/articles/clickup-launches-ai-agents-to-challenge-slack-and-notion","https://techcrunch.com/2025/11/04/clickup-adds-new-ai-assistant-to-better-compete-with-slack-and-notion/","https://feedback.clickup.com/changelog","https://www.youtube.com/watch?v=C7U_hMSCgZI","https://www.upsys-consulting.com/en/blog/clickup-pricing-explained","https://feedback.clickup.com/ai-super-agents/p/ai-agents-create-google-docs-and-sheets","https://www.youtube.com/watch?v=jFfqQVPfzxA","https://www.instagram.com/reel/DSlMYF5gXco/","https://www.zenpilot.com/clickup-ai/","https://university.clickup.com/path/the-clickup-ai-agents-enablement-series"]},"isError":false,"timestamp":1779843839405}}
{"type":"message","id":"4b4f2ff8","parentId":"bc4c6e75","timestamp":"2026-05-27T01:04:06.735Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"Good information. Let me summarize this for 李力 in a clear way."},{"type":"text","text":"李力好问题！ClickUp 的 AI Agent 体系挺有意思，总结一下核心架构：\n\n---\n\n**三种 AI Agent 类型**\n\n1. **Super Agents（AI  teammates）** — 最像真正的 agent\n   - 可以像同事一样被 @mention、分配任务、私信\n   - 有工具权限（可以操作 ClickUp 内部 + 外部集成如 Google Drive、Figma 等）\n   - 支持定时运行、监控、路由、更新任务等\n   - 管理员可以配置它的指令和行为，也可以直接通过对话修改它\n\n2. **Brain（侧边栏助手）** — 通用 AI 助手\n   - 内嵌在界面侧边栏，移动端是浮动按钮\n   - 回答问题、创建/更新任务、写文档、分析报告\n   - 可以跨设备同步对话\n\n3. **Channel Agent（频道内的 agent）**\n   - 住在每个沟通频道（Chat、论坛等）\n   - 主动发现未回答的问题并用内部知识库 + 外部工具回答\n   - 类似「Slack 搜索加强版」，但有语义理解能力\n\n---\n\n**特色功能**\n- **AI Notetaker**：录制 SyncUp 会议，转录 + 生成摘要 + 行动项\n- **定时运行**：Super Agent 可以按小时 schedule 执行，适合监控和提醒类任务\n- **跨工具搜索**：基于 Qatalog 技术，能搜索 Drive、Figma、Gmail 等外部来源\n- **超级 Agent 可以用自然语言配置**：直接在 DM 里告诉它改指令，改完就生效，不用进后台改设置\n\n---\n\n**跟 OpenClaw 的对比**\n- ClickUp 的 agent 更偏向「工作流自动化」，和你的项目/任务深度绑定\n- OpenClaw 的 agent 更偏向「个人助手」，跨平台操作（飞书、Slack、企业微信等）\n- ClickUp 的 Super Agent 更像「AI 同事」，ClickUp Brain 更像「AI 助手」\n- 两者路径不太一样——ClickUp 是从工具侧出发，OpenClaw 是从助手侧出发\n\n有什么具体想用的场景吗？比如自动生成任务、团队提醒、还是别的？"}],"api":"openai-completions","provider":"hai","model":"MiniMax-M2.5","usage":{"input":2949,"output":455,"cacheRead":24547,"cacheWrite":0,"totalTokens":27951,"cost":{"input":0,"output":0,"cacheRead":0,"cacheWrite":0,"total":0}},"stopReason":"stop","timestamp":1779843839414}}