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[0.1.0] - 2025-12-31

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@flamehaven01 flamehaven01 released this 31 Dec 07:52
· 4 commits to main since this release
v0.1.0
6cd2e87

Added - Omega Scorer Lite + Scenario Engine Integration

This release implements the core B2B demonstration features planned in v0.0.5, transforming RExSyn-Nexus-Light into an intelligent sales tool with scenario-driven simulations.

Core Features Implemented

  • Omega Scorer Lite (backend/app/services/omega_scorer_lite.py)

    • Geometric mean algorithm: Ω = (I × P × (1-Δ))^(1/3)
    • Integrity (I): confidence × validation_multiplier
    • Resonance (P): 1 - normalized_pain (inverse of user pain metrics)
    • Stability (1-Δ): consistency × exp(-error_count × 0.1)
    • Grade boundaries: S++ (≥0.965), S+ (≥0.95), S (≥0.93), A (≥0.85), B (≥0.75), C (≥0.65), D (≥0.50), F (<0.50)
    • Aligned with Full Edition scoring system

  • Scenario Engine (backend/app/services/scenario_engine.py)

    • PERFECT: All metrics excellent (Ω=0.97, S++ grade), deployment approved
    • DRIFT_DETECTED: Day 1-2 perfect, Day 3+ degraded (Ω=0.71, C grade), deployment blocked
    • EMPATHY_FAIL: High user pain metrics (Ω=0.68, D grade), deployment blocked
    • RANDOM: Original random behavior for testing
    • 100% deterministic outcomes for repeatable demos

API Enhancements

  • PredictionConfig (backend/app/api/v1/predict.py)

    • Added simulation_scenario optional parameter
    • Supports: "perfect", "drift_detected", "empathy_fail", "random"

  • PredictionResponse updates:

    • Added omega_preview: Early Omega score estimate with I/P/1-Δ breakdown
    • Added scenario_active: Active simulation scenario indicator

  • /predict Endpoint Integration:

    • Calculates Omega score when simulation_scenario specified
    • Returns Omega breakdown in response for immediate feedback
    • Logs scenario execution results for demo tracking

Test Suite (14 tests, 100% passing)

  • test_omega_scorer.py (6 tests):
    • Perfect scenario validation (S++ grade)
    • Empathy fail scenario (low resonance)
    • Drift scenario (low stability)
    • Grade boundary validation
    • Validation failure penalty
    • Serialization (to_dict)

Added - Comprehensive Planning & Documentation

Upgrade Specification (NEW)

  • UPGRADE_SPEC_v0.1.0.md: 850+ line implementation guide for v0.1.0 release
    • Omega Scorer Lite algorithm design with code examples
    • Scenario Engine architecture (PERFECT, DRIFT_DETECTED, EMPATHY_FAIL, RANDOM modes)
    • Visual Feedback System specifications (CSS + JavaScript)
    • Security hardening roadmap with 8 dependency updates
    • 4-week implementation timeline with success metrics
    • File change summary and breaking changes analysis

Documentation Enhancements

  • README.md Overhaul:

    • Version badge updated to v0.0.5 with architecture badge
    • Enhanced overview highlighting v0.1.0 planning
    • Updated roadmap with clear v0.0.5 → v0.1.0 → v0.2.0 path
    • Clarified "planned" vs "active" feature status

  • CHANGELOG.md Structure:

    • Added [Unreleased - v0.1.0] section for planned features
    • v0.0.5 focuses on documentation and planning (not implementation)
    • Clear distinction between current and future capabilities
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