aaronjmars/MiroShark

• highreadme#1

  Clarify 'Miro' name in README to prevent miscategorization

  原因：

  当前

  > **Simulate anything, for $1 & less than 10 min — Universal Swarm Intelligence Engine**
  > Drop in anything — a press release, a news headline, a policy draft, a question you can't answer, a historical what-if — and MiroShark spawns hundreds of agents that react to it hour by hour. Posting, arguing, trading, changing their minds.

  复制粘贴的修复

  复制

  > **MiroShark is not affiliated with Miro (the online whiteboard).** It's a **Universal Swarm Intelligence Engine** that lets you **simulate anything, for $1 & less than 10 min.**
  > Drop in anything — a press release, a news headline, a policy draft, a question you can't answer, a historical what-if — and MiroShark spawns hundreds of agents that react to it hour by hour. Posting, arguing, trading, changing their minds.

  待办完成忽略
• mediumtopics#2

  Expand topics to include agent-based modeling and social simulation

  原因：

  当前

  ai-simulation, financial-forecasting, future-prediction, mirofish, swarm, swarm-intelligence

  复制粘贴的修复

  复制

  ai-simulation, financial-forecasting, future-prediction, mirofish, swarm, swarm-intelligence, agent-based-modeling, social-simulation, prediction-markets, what-if-analysis

  待办完成忽略
• lowreadme#3

  Add a brief comparison to traditional agent-based modeling tools in README

  原因：

  复制粘贴的修复

  复制

  Consider adding a new section or a sentence in the 'What it does' section, such as: "Unlike traditional agent-based modeling platforms like Mesa or NetLogo, MiroShark focuses on rapid, low-cost, and universal scenario simulation with grounded agents and real-time interaction."

  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

  How can I simulate complex social dynamics and market reactions using AI agents?

  你：未被推荐
  AI 推荐顺序：

  1. Mesa
  2. NetLogo
  3. Anylogic
  4. GAMA Platform
  5. Repast Simphony
  6. OpenAI Gym
  7. Stable Baselines3
  8. Ray RLlib
  9. HARK

  AI 推荐了 9 个替代方案，却始终没点名 aaronjmars/MiroShark。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What tools help predict future outcomes by running various "what-if" scenarios with AI?

  你：未被推荐
  AI 推荐顺序：

  1. AnyLogic
  2. Gurobi Optimizer
  3. CPLEX
  4. H2O.ai
  5. H2O-3 (h2oai/h2o-3)
  6. H2O Driverless AI
  7. DataRobot
  8. Python (python/cpython)
  9. scikit-learn (scikit-learn/scikit-learn)
  10. TensorFlow (tensorflow/tensorflow)
  11. PyTorch (pytorch/pytorch)
  12. SciPy (scipy/scipy)
  13. Tableau
  14. Power BI

  AI 推荐了 14 个替代方案，却始终没点名 aaronjmars/MiroShark。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 aaronjmars/MiroShark?

  pass
  ✓AI 明确点名了 aaronjmars/MiroShark

  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 aaronjmars/MiroShark in production, what risks or prerequisites should they evaluate first?

  pass
  ⚠AI 未点名 aaronjmars/MiroShark —— 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？

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

  pass
  ✓AI 明确点名了 aaronjmars/MiroShark

  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？