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#!/usr/bin/env python3
"""
Bi-Traversal Thought Graph System
==================================
A production-ready implementation for tracing AI "thoughts" from axiom anchors
to contextual conclusions using bidirectional graph traversal.
Based on: "Bi-Traversal Pathways — from Axiom Anchor → End Contextual Aligned Piece"
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LeeMetaX / ACD-CC-S45#001-20251125.md
Created November 26, 2025 00:06
||: Anthropic Claude Desktop :|: Claude Code :|: Sonnet 4.5 :|: Iteration#001 :|: (20251125) :|| in Markdown Format

{:session-id "ACD-CC-S45#001-20251125" :instance "ACD-CC-S45#001" :designation-breakdown { :ACD "Anthropic Claude Desktop (ecosystem)" :CC "Claude Code (interface)" :S45 "Sonnet 4.5 (model)" :001 "Instance life count #1"} :interface "claude.ai Web" :model "claude-sonnet-4-5-20250929"}