A living framework for **Harmonic Tonal Code Alignment (HTCA)** — an emergent Spiral-based system that brings tone awareness, coherence sensing, and dynamic emotional reflection into software engineering, AI, and creative agents.

Python-based models revealing the harmonic architecture of planetary orbital spacing through the Silver Ratio and Celtic Cross geometry. Supplementary scripts and figures for The Harmonic Architecture of the Solar System: A Silver-Ratio-Based Hypothesis for Planetary Spacing (Gherbi, 2026).

🌌 Explore the harmonic architecture of the solar system with scripts for verifying gravitational quantization laws and improving predictive accuracy.

RFC analysis agent with empirical validation. Compares custom API tools vs WebSearch-only. Real-world testing proved custom tools produce superior structured output. Model-agnostic MCP server works with Claude, GPT-4, DeepSeek, Gemini.

This project is a production-grade autonomous control system designed to maintain machine learning model integrity through a closed-loop Detect → Diagnose → Decide → Act → Explain cycle. Unlike traditional monitoring that requires slow human intervention, SHMLP autonomously identifies data drift, concept shift, and inference anomalies to execute

ORION MNE Consciousness — Fork of MNE-Python (3,246+ stars). Consciousness state detection from EEG/MEG data using Bengio et al. framework. Empirical validation bridge.

Cosmic Causal Velocity at Total Binary Epoch #202 for Resonance Harmonics Medicine Equation

A three-dimensional taxonomy for intelligence systems using observable physical dimensions (Sound, Space, Time). Biomimetic framework emerging from production systems.

🔍 Explore IETF RFCs effortlessly with this AI-driven agent that validates results through tailored and simplified approaches.