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youssef-hariri / OODA-Belbin-Framework

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🤖 Official code for "The LLM Team Composition Paradox." This research challenges the "complexity = better" assumption by proving the optimal LLM agent team (single, homogeneous, or diverse) is contingent on the problem type, implementing a Hierarchical OODA-Belbin framework.

multi-agent-systems team-composition wicked-problems cognitive-diversity design-science-research llm-agents abstraction-and-reasoning-corpus agentic-ai ooda-loop contingency-model qualitative-code-audit cost-of-complexity belbin-team-roles
  • Updated Oct 31, 2025
  • Python

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