kyegomez/awesome-multi-agent-papers

• highreadme#1

  Reposition README opening to clarify unique value as a curated list

  原因：

  当前

  This is an awesome list of the best multi-agent research

  复制粘贴的修复

  复制

  This is a meticulously curated and actively maintained awesome list of the most impactful research papers on multi-agent AI systems. Unlike broad academic search engines or specific multi-agent frameworks, this repository provides a human-filtered, categorized, and up-to-date collection for researchers and practitioners.

  待办完成忽略
• mediumlicense#2

  Clarify the existing license in the README

  原因：

  复制粘贴的修复

  复制

  ## License
  This repository is licensed under the terms specified in the `LICENSE` file. Please refer to that file for full details on usage and distribution.

  待办完成忽略
• lowcomparison#3

  Add a dedicated 'Why Use This List?' section to the README

  原因：

  复制粘贴的修复

  复制

  ## Why Use This List?
  This repository stands apart from general academic search engines like arXiv or Google Scholar by offering a hand-picked, quality-controlled selection of papers. Unlike multi-agent frameworks such as AutoGPT or CrewAI, this is not a software library but a focused resource for discovering foundational and cutting-edge research, saving you time from sifting through irrelevant results.

  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

  Where can I find a comprehensive collection of research papers on multi-agent AI systems?

  你：未被推荐
  AI 推荐顺序：

  1. arXiv.org
  2. ACM Digital Library
  3. IEEE Xplore Digital Library
  4. Google Scholar
  5. Semantic Scholar
  6. ResearchGate
  7. Academia.edu
  8. SpringerLink
  9. ScienceDirect

  AI 推荐了 9 个替代方案，却始终没点名 kyegomez/awesome-multi-agent-papers。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  I need to explore recent advancements in multi-agent LLM architectures and autonomous agent swarms.

  你：未被推荐
  AI 推荐顺序：

  1. AutoGPT
  2. BabyAGI
  3. CrewAI
  4. MetaGPT
  5. AgentVerse
  6. LangChain Agents
  7. Open Interpreter

  AI 推荐了 7 个替代方案，却始终没点名 kyegomez/awesome-multi-agent-papers。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 kyegomez/awesome-multi-agent-papers?

  pass
  ⚠AI 未点名 kyegomez/awesome-multi-agent-papers —— 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 kyegomez/awesome-multi-agent-papers in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 kyegomez/awesome-multi-agent-papers

  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 kyegomez/awesome-multi-agent-papers solve, and who is the primary audience?

  pass
  ⚠AI 未点名 kyegomez/awesome-multi-agent-papers —— 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？