Reasoning Engine Python Packages

dialectical-framework

Turn stories, strategies, or systems into insight. Auto-generate Dialectical Wheels (DWs) from any text to reveal blind spots, surface polarities, and trace dynamic paths toward synthesis. DWs are semantic maps that expose tension, transformation, and coherence within a system—whether narrative, ethical, organizational, or technological.

deeprecall

Recursive reasoning engine for vector databases, powered by RLM.

business-rules-reasoning

A Python-based logical reasoning system combining rule-based engines with Large Language Models (LLMs) for business automation. Supports deduction and hypothesis testing, partial fact completion, and automated fact retrieval via documents or chat. Features include explainable reasoning, workflow integration, and customizable knowledge bases.

deep-reasoning-mcp

MCP server for recursive deep reasoning — structured what-if analysis trees for Claude Code

echo-ecp

Echo Convergence Protocol — governed multi-perspective reasoning engine with zero external dependencies