Fixed emotional arc retrieval

Launch frontend demo: Implemented live MEC MVP demo with dynamic emotion processing

Upgrade EILProcessor to world-class signal normalization: adds subphrase/keyword blend detection, chunk weighting by model confidence, negation/contrast handling, emotion arc trajectory output, and sentiment-to-emotion mapping for non-EI language. Significantly improves long-form and ambiguous emotional inference.

Fix ERIS primary_emotion_code case sensitivity in Gradio UI; enable robust emotion normalization and blend detection; implement dynamic response strategy mapping; pipeline now correctly identifies and processes anger cues

Refactor MEC MVP pipeline: Integrate Codex Informer, HEIInference, and confidence routing logic

Ensure emotion_family is always set in UESP packet

Refactor ERIS and main pipeline to integrate UESP construction and fallback logic

Refactor pipeline to integrate UESP construction into ERIS

Handle recognized emotions only in UESPConstructor, fallback handled by HEI

Update various files for demo scenarios and validation

Added primary_emotion_code to UESP constructor

Added emotion_family to UESP constructor for demo scenarios

Added EmID generation to UESP constructor

Add demo UESP mapping for public scenarios

feat: MEC MVP 1.0 — Public Release

feat: Added Symbolic Reasoning Layer + HEI Integration

Added FECController core module

Added UESPConstructor Core Module

Added ERISReasoner core module

Added HEIInference core module

Added ESILInference and ConfidenceGate core modules

Added EILProcessor core module