Universal Regime Diagnostic Toolkit: Modular Software and API for Field-Ready Collapse Diagnostics, Memory Audit, and Agent Logic

Universal Regime Diagnostic Toolkit: Modular Software and API for Field-Ready Collapse Diagnostics, Memory Audit, and Agent Logic The Universal Regime Diagnostic Toolkit provides a fully open-source, modular software suite and API for regime assignment, memory audit, and agent tagging across physics, engineering, biology, and computational science. Built on the Universal Mathematics & Collapse Platform (UMCP), this toolkit computes empirically calibrated invariants (drift, fidelity, entropy, curvature, reentry delay, and integrity) to enable dynamic regime-stamping, recursive memory logging, and transparent agent-state tracking. All protocols are operationalized via rigorously validated mathematical definitions, empirically grounded thresholds, and a recursive audit logic derived from Recursive Collapse Field Theory (RCFT) and the Unified Language of Recursive Collapse (ULRC). Core features include Python and Rust/WASM computation engines, a cross-platform dashboard (React/Svelte), programmable REST API, and full traceable export in JSON, CSV, PDF, and LaTeX formats. Comparative audits with leading domain systems (e.g., NASA GCN, nanomaterials) and embedded meta-ethical protocols ensure that every anomaly or collapse triggers recursive repair and empirical restoration. The Toolkit is field-validated in quantum, nanomedical, and astrophysical systems, and is ready for reproducible, interdisciplinary deployment and further community extension. Keywords: regime diagnostics, collapse, memory audit, UMCP, RCFT, ULRC, empirical thresholds, reproducibility, open-source, API, nanoscience, quantum, ethics