Added live system stress tester tab and dashboard inside Gradio space app.py

Calibrated Quantum Synergy Engine to use raw state inner product inner product overlap and updated UI thresholds

Seeded BaseQuantumAgent in threat scanner and agent fuser inside Gradio app to ensure deterministic behavior

Calibrated math engine to v3.4 using soft quadratic NLI penalty and midpoint=0.45

Calibrated math engine to v3.3, resolving false positive 0.0000 blocking on safe baseline contexts

Calibrated RAG engine with tight math boundaries and prompt injection guardrails

fix: add missing plotting dependencies (matplotlib, seaborn, pandas)

fix: add missing sqlalchemy dependency

fix: use allowed color palette in YAML metadata

deploy: add mandatory YAML metadata for HF Space configuration

fix: adjust import path for self-contained HF Space

deploy: Initial Phase 2 Deployment with Polarity Shield and Synergy Engine