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dialectics

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dialectical-framework

An open-source AI reasoning framework that uses dialectics, semantic graphs, and polarity management to drive LLMs toward objective synthesis and advanced human-AI collaborative decision-making.

  • Updated Oct 13, 2026
  • Python

5 asymmetric-competition frameworks from Mao's Selected Works (Contradiction/Practice/Military Strategy/Mass Line/United Front). Claude Code skill + interactive CheatSheet. Install: npx skills add Justinjchen-Cornell/Maos-Redbook

  • Updated Aug 16, 2026
  • HTML

AI 模拟仲裁庭——围绕劳动争议等法律场景,同时传唤多个具有独立法律立场的 AI 角色(仲裁法官、原告律师、被告律师、专家证人、劳动者之声),围绕同一案件展开并行庭审、质证交锋与裁决说理。 它不是法律咨询机器人。它的价值在于:让不同法律立场的 AI 在对抗中暴露各自论证的盲区,让使用者看清自己被夹在什么力量之间。

  • Updated Jul 14, 2026
  • Rust

Computational and conceptual exploration inspired by Epameinondas Xenopoulos' work *Epistemology of Logic* (1998, 2nd ed. 2024).Separates: • **Theoretical core** (logic/dialectic foundations). • **Exploratory simulations** (historical change). Examines contradiction, temporality for AI. Maintains clear theory–simulation separation.

  • Updated May 30, 2026
  • Jupyter Notebook

CRUCIBLE (Epistemic Minefield Model / Mayın Tarlası v6.0) — Forces AI into an emotionless, razor-sharp peer reviewer that uncovers the hidden blind spots, biases, and flaws you can't see in your own research—from initial data to final thesis. Neither flatters your intellect, nor coddles your ego.

  • Updated Oct 13, 2026
  • HTML

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