Reparodynamics: Targeted Gradient Repair Mechanism (TGRM) — Pseudocode Package for Context Drift Resilience Simulation

This technical note provides the full pseudocode for the Targeted Gradient Repair Mechanism (TGRM), a Reparodynamics-based framework for adaptive repair under context drift and Gaussian noise. The pseudocode compares Static, PID, and TGRM models over 1,000 simulation steps to evaluate coherence, mean squared error (MSE), and bounded energy efficiency. Parameters τ = 0.03 and E_max = 0.7 define the repair gating function, enabling long-horizon stability through energy-limited adaptive repair. This document supports open replication, verification, and integration with AI and control-theoretic systems, including ongoing validation by xAI for drift resilience. Developed as part of the Open Science Reparodynamics Initiative. For replication or collaboration inquiries, contact: [email protected] This pseudocode enables reproducible validation of the TGRM mechanism under drift and noise, complementing prior Reparodynamics simulation frameworks archived under DOIs 10.5281/zenodo.17263410 and 10.5281/zenodo.17313057.