spcl/MBTI-in-Thoughts

Implements MBTI personality conditioning via structured prompts validated with the official 16Personalities test, enabling reproducible psychological profiling of LLM agents without fine-tuning. Supports three multi-agent communication protocols—majority voting, decentralized dialogue with shared blackboard memory, and dialogue with private self-reflection scratchpads—to study how personality archetypes influence group reasoning dynamics. Includes benchmarks on BIG-Bench/SOCKET tasks and game theory scenarios to evaluate personality-driven behavioral differences across LLM variants.

128 stars.