NEXUS BOT- NEURAL EXCHANGE UNIFIED STRATEGY

🤖 NEXUS Trading AI - Model Description System Overview NEXUS is a self-improving multi-agent trading system operating without GPUs or gradient descent. It uses a reputation-weighted voting mechanism where four agents compete, adjusting their influence based on real PnL to find dominant strategies within 24–72 hours. The Four Agents 1. MomentumAgent: Uses RSI to gauge trend strength. Thrives in trending markets. 2. SentimentAgent: Blends Fear & Greed, CoinGecko, and Messari data. Uses contrarian logic (extreme greed = sell, fear = buy). 3. RiskGuardianAgent: A veto-only agent that blocks trades when PRISM risk scores hit ≥75, preventing over-leveraging. 4. MeanReversionAgent: Uses statistical deviation to identify overbought/oversold levels. Best in ranging markets. The Feedback Loop (Every 5 Mins) Data & Regime: Pulls live data (PRISM, Kraken, CoinGecko, Alternative.me) and classifies the market as RANGING or TRENDING. Voting: Agents independently vote (BUY/SELL/HOLD). Final direction is a weighted majority. Execution & Risk: Trades execute via Kraken only if all risk and compliance checks pass. Learning: Upon position close, PnL updates weights. Profitable agents gain influence (up to 2.0); losing agents drop (down to 0.7). Weight Evolution Timeline 0–8 Hours: Equal influence shifts to early divergence (weights 0.75–1.35). Small PnL fluctuations. 24–72 Hours: A dominant strategy solidifies (winning agent hits 2.0+ weight). Stable, trend-aligned profits emerge. Key Features & Readiness Transparent & Adaptive: No black-box AI; fully auditable decisions that adapt to current market regimes. Production Ready: 6 live APIs, 8 Flask endpoints, a professional dashboard, and tested dry-run uptime. The Win Condition NEXUS is ready for live capital deployment when one agent hits a 2.0+ weight, exceeds 55% accuracy, and yields a positive cumulative PnL. 🚀