Meta-Marker dynamically decouples market regime detection from indicator scoring. Track empirical win-rates on closed bars, calculate Half-Kelly position sizing, and bridge seamlessly to MetaTrader 5 or synthetic simulation.
$ uv run meta-marker classify --symbol XAUUSD --timeframe M15
--- Meta-Marker Classification: XAUUSD [M15] ---
Price (Close): 2354.20
Primary Regime: Trend Following
Trend State: Strong Uptrend
Volatility: Medium
Momentum: Bullish
Buy Confidence: 82.4%
Sell Confidence: 17.6%
★ STRONG BUY SETUP ★
Entry: 2354.20 | SL: 2342.10 | TP: 2378.40
Half-Kelly Risk Sizing: 3.2%
Three clean layers decouple operator presentation from gateway orchestration and mathematical execution.
Dark cyberpunk web interface rendering high-frequency canvas candlestick charts with interactive drag/pan history.
Single-port FastAPI server consolidating REST queries, WebSocket broadcasts, and first-class CLI subcommands.
/ws Real-Time Pub/SubStateless indicator mathematics, closed-bar empirical scoring, and SQLite persistence with universal fallback.
Tailored documentation structures for learning, problem-solving, reference, and deep conceptual understanding.
A step-by-step 10-minute guide to setting up UV, launching the unified cockpit, and running your first market analysis.
Actionable recipes for linking live broker terminals on Windows or running in Docker/CI with synthetic Brownian motion.
Machine-accurate specifications for all endpoints, WebSocket payloads, CLI parameters, and SQLite schema tables.
Deep mathematical formulations of dynamic indicator weighting, regime classification, and Half-Kelly capital sizing.