vektasafe/Ganji-Protocol

A forex manipulation detection and signal intelligence system for East African currency markets. Detects central bank intervention and institutional manipulation in KES, UGX, TZS, and RWF pairs. # Ganji Protocol **Signal intelligence for East African forex markets.** Ganji Protocol is a detection engine that identifies Central Bank of Kenya (CBK) intervention patterns in the KES/USD market before the price fully moves. It is not a trading system. It does not buy or sell. It is intelligence infrastructure: it tells every algorithm, every trader, and every DeFi protocol operating in East African currency markets when the market is being moved by a large, informed participant. --- ## The Problem Every algorithmic trading system in East Africa trades blindly into manipulated markets. The CBK intervenes in the KES/USD market approximately 4 to 8 times per year. Each intervention moves the market by 5 to 15% within weeks. Tier 1 banks executing CBK orders know the intervention is happening. Tier 5 retail traders in Nairobi find out after the price has moved. The gap between Tier 1 and Tier 5 is measured in hours to days. No Bloomberg terminal, no TradingView indicator, no quantitative hedge fund, and no DeFi protocol has built a detection system for CBK intervention patterns. This is the gap Ganji Protocol fills. --- ## The Detection Engine Ganji Protocol monitors seven signals derived entirely from free, public data sources: | Signal | Description | Status | |--------|-------------|--------| | F1: Z-Score Deviation | KES/USD statistical anomaly vs 30-day mean | Validated | | F2: Cross-Pair Inconsistency Index (CPII) | KES moves while UGX/TZS basket stays stable | Validated | | F3: Ganji Volatility Compression Index (GVCI) | Artificial volatility suppression detection | Validated | | F4: Reserve Stress Signal (RSS) | CBK reserve drawdown pattern | Phase 2 | | F5: CBK NLP Tone Classification | Gemma 4 classification of MPC press statements | Implemented | | F6: Binance P2P Premium Signal (BPPS) | P2P KES/USDT divergence from official rate | Implemented | | F7: Seasonal Calendar Filter | Known high-volatility event annotation | Implemented | These signa …