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genpark-self-consistency-majority-voting-aggregator-skill

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SUMMARY

Self-Consistency majority voting aggregator computing consensus answers, confidence scores, and Shannon entropy

README.md

genpark-self-consistency-majority-voting-aggregator-skill

Wang et al. Self-Consistency majority voting aggregator computing consensus answers, vote distributions, and Shannon entropy over multi-path reasoning outputs.

Architecture

flowchart TD
    Path1[Reasoning Path 1] --> Aggregator[Self-Consistency Aggregator]
    Path2[Reasoning Path 2] --> Aggregator
    Path3[Reasoning Path 3] --> Aggregator
    Aggregator --> Mode[Majority Mode Winner]
    Aggregator --> Stats[Confidence & Shannon Entropy]

Features

  • Entropy Calculation: Quantifies disagreement uncertainty across sampled paths.
  • Pure Python: 100% standard library.

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