MiroMindAI/MiroThinker

• highreadme#1

  Reposition the README's opening to clarify its identity and core function

  原因：

  当前

  **MiroThinker**: A deep research agent optimized for research and prediction. It achieves a 88.2 on the challenging BrowseComp benchmark. See [Quick Start](#-quick-start).

  复制粘贴的修复

  复制

  **MiroThinker (from MiroMindAI)** is a cutting-edge **deep research and prediction agent**, specifically designed for complex information synthesis and forecasting tasks. **Please note: MiroThinker is an independent AI agent project and is not affiliated with the Miro collaborative whiteboard platform.** Our latest models, MiroThinker-1.7, achieve state-of-the-art performance on benchmarks like BrowseComp (88.2) and BrowseComp-ZH (75.3). See [Quick Start](#-quick-start).

  待办完成忽略
• mediumtopics#2

  Add more specific topics to highlight deep research and prediction capabilities

  原因：

  当前

  agent, agent-framework, browsecomp, deep-research, futurex, gaia, hle, research-agent, search-agent, xbench

  复制粘贴的修复

  复制

  ai-agent, deep-research-agent, prediction-agent, information-synthesis, autonomous-agent, benchmark-agent, browsecomp, futurex, gaia, hle, xbench

  待办完成忽略
• lowabout#3

  Add a brief disambiguation to the repository description

  原因：

  当前

  MiroThinker is a deep research agent optimized for complex research and prediction tasks. Our latest models, MiroThinker-1.7, achieves 74.0 and 75.3 on the BrowseComp and BrowseComp Zh, respectively.

  复制粘贴的修复

  复制

  MiroThinker (from MiroMindAI) is a deep research agent optimized for complex research and prediction tasks. **It is an independent AI agent project and not affiliated with the Miro collaborative whiteboard platform.** Our latest models, MiroThinker-1.7, achieves 74.0 and 75.3 on the BrowseComp and BrowseComp Zh, respectively.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  What are effective AI agents for automating deep research and information synthesis?

  你：未被推荐
  AI 推荐顺序：

  1. AutoGPT (Significant-Gravitas/AutoGPT)
  2. AgentGPT (AgentGPT/AgentGPT)
  3. SuperAGI (TransformerOptimus/SuperAGI)
  4. LangChain Agents (langchain-ai/langchain)
  5. MemGPT (cpacker/MemGPT)
  6. ChatGPT
  7. Perplexity AI

  AI 推荐了 7 个替代方案，却始终没点名 MiroMindAI/MiroThinker。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Seeking an intelligent agent for complex prediction tasks and web browsing benchmarks.

  你：未被推荐
  AI 推荐顺序：

  1. Playwright
  2. Selenium WebDriver
  3. Puppeteer
  4. AutoGPT
  5. BabyAGI
  6. LangChain
  7. OpenAI API

  AI 推荐了 7 个替代方案，却始终没点名 MiroMindAI/MiroThinker。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of MiroMindAI/MiroThinker?

  pass
  ⚠AI 未点名 MiroMindAI/MiroThinker —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts MiroMindAI/MiroThinker in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 MiroMindAI/MiroThinker

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo MiroMindAI/MiroThinker solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 MiroMindAI/MiroThinker

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？