How We Made 163 Mental Models Executable for AI Agents

📰 Dev.to · Brad Ju

Learn how to make mental models executable for AI agents and improve their decision-making capabilities

advanced Published 8 Jul 2026
Action Steps
  1. Read the list of 163 mental models and identify relevant ones for your AI agent
  2. Convert mental models into executable code using open-source Agent Skill libraries
  3. Test and refine the executable mental models to ensure they work as intended
  4. Integrate the executable mental models into your AI agent's decision-making framework
  5. Evaluate the performance of your AI agent with executable mental models and compare to previous versions
Who Needs to Know This

AI engineers and researchers can benefit from this knowledge to create more intelligent and autonomous agents, while product managers can apply these concepts to develop more effective AI-powered products

Key Insight

💡 Executable mental models can significantly enhance the autonomy and decision-making capabilities of AI agents

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🤖 Make mental models executable for AI agents! 📈 Improve decision-making capabilities with 163 open-source models

Key Takeaways

Learn how to make mental models executable for AI agents and improve their decision-making capabilities

Full Article

Mental models like first principles and inversion usually live in books as prose an agent can't run. We turned 163 of them into open-source Agent Skil
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