Joao-supera/SUP3RA-VECTRA-COGNITIVE-DECISION: SUP3RA-VECTRA-COGNITIVE-DECISION™ - Repository Migration Update

Release Title SUP3RA VECTRA™ v2.6.1 — Constitutional Cognitive Governance Engine Short Description Production-oriented constitutional governance engine with paraconsistent reasoning and auditable AI oversight. Release Notes 🚀 What's New in v2.6.1 This release consolidates SUP3RA VECTRA™ as a production-oriented constitutional governance engine for high-responsibility AI systems. The framework evolves beyond a conceptual architecture into an operational Layer-2 validation and oversight system capable of structured intervention, deterministic interruption, and auditable reasoning governance. 🛡️ Core Governance Engine Constitutional Protocol v2.0 Direct operational integration of the 8 constitutional clauses into the runtime decision engine. The system now performs explicit ethical constraint mapping before response generation, enabling deterministic governance enforcement instead of post-hoc moderation. Paraconsistent Logic Layer Implementation of practical paraconsistent reasoning for contradictory or logically unstable prompts. This layer prevents collapse under inconsistency by: preserving conflicting states; exposing logical tension explicitly; enabling controlled degradation instead of unstable behavior. Honest Halt Protocol (HHP) New deterministic interruption architecture with structured diagnostics. The engine can now: interrupt unsafe generations; identify the triggering constitutional clause; expose reasoning boundaries transparently; produce auditable halt records. 📑 Auditing & Compliance Infrastructure Governance Records Introduction of tamper-resistant governance logs protected through SHA-256 checksum validation. This enables: traceable interventions; reproducible governance analysis; forensic inspection of critical decisions. Decision Traceability Every interruption event now includes: triggering clause identification; structured halt reason; governance classification metadata. 🛠️ Engineering Improvements core.py Refactoring Significant internal optimization for: lower latency; deterministic execution flow; production deployment stability. Ethical Stress Benchmark Suite Expanded validation infrastructure for adversarial and contradictory prompt testing. The benchmark now evaluates: hallucination resistance; governance stability; contradiction handling; interruption consistency. Modular Documentation System Added START_HERE.md onboarding architecture for: researchers; auditors; governance reviewers; contributors. 🌐 Repository Migration Repository structure and synchronization metadata updated following migration to: https://github.com/Joao-supera/SUP3RA-VECTRA-COGNITIVE-DECISION 🔖 Release Metadata DOI: 10.5281/zenodo.18046528 Maintainer: @Joao-supera (João Henrique de Souza Batista)