README
What is VECTRA?
VECTRA is an institutional-grade automated cryptocurrency trading system designed for the Hyperliquid perpetual futures exchange. It combines 13+ battle-tested trading strategies, AI-powered signal validation, real-time on-chain data analysis, and sophisticated multi-layered risk management into a single, unified trading platform.
Unlike simple indicator-based bots, VECTRA operates with the same analytical depth used by professional trading desks — market structure analysis, order flow interpretation, liquidation mapping, regime detection, and multi-timeframe confluence — all running autonomously 24/7.
Key Highlights
13+ Institutional-Grade Strategies — From Smart Money Concepts and Order Flow analysis to Mean Reversion, Momentum Breakout, Funding Rate arbitrage, and Liquidation Cascade detection. Each strategy incorporates regime awareness, adaptive parameters, and multiple confirmation layers.
AI-Powered Validation (ECTRA AI) — Every trade signal passes through Claude AI for independent thesis validation. The AI analyzes the setup, identifies risks, and either confirms, adjusts, or rejects the signal before execution.
Real-Time On-Chain Intelligence — Deep integration with Coinglass provides Long/Short Ratios, Open Interest dynamics, Funding Rates, Liquidation Heatmaps, Whale Tracking, and Order Book analysis — all feeding directly into strategy decisions.
9-State Market Regime Engine — VECTRA doesn't apply the same logic to every market condition. Its regime detector classifies the market into 9 distinct states (Strong Trend, Trend, Weak Trend, Ranging, Volatile, Transitioning — each for up/down) and adapts every parameter accordingly.
Triple Trailing Stop Architecture — Three independent trailing systems (ATR-based, Smart S/R with Ichimoku, and CG-Intelligence trailing) ensure profits are protected across all market conditions.
4-Tier Risk Management — From basic position sizing to institutional-grade portfolio analysis with correlation guards, sector exposure limits, and thesis-based monitoring.
Zero Custody Risk — VECTRA runs locally on your machine. You provide your own API keys. Your funds never leave your exchange account.
Quick Stats
Strategies
13+ (9 core + 4 diversified)
Market Regimes
9 states with hysteresis
Risk Tiers
4 levels (Basic → Institutional)
Trailing Systems
3 (ATR, Smart S/R, CG-Intelligence)
AI Validation
Claude AI with news sentiment
On-Chain Data
Coinglass full integration
Exchange
Hyperliquid (perpetual futures)
Min Scan Interval
30 seconds (Institutional tier)
Backtesting
Monte Carlo + Walk-Forward
ML Filter
Gradient Boosted Decision Stumps
System Requirements
OS: Windows 10/11, macOS, or Linux (Ubuntu 22+)
Python: 3.10 or higher
RAM: 4 GB minimum (8 GB recommended for multi-pair trading)
Internet: Stable connection (low latency to Hyperliquid API preferred)
Exchange Account: Hyperliquid with API access enabled
Version
Disclaimer: Trading cryptocurrency perpetual futures involves significant risk. VECTRA is a tool to assist trading decisions — it does not guarantee profits. Past performance is not indicative of future results. Users are solely responsible for their trading outcomes. Only trade with funds you can afford to lose.