⚡ AI-Powered · Real-Time · Open Source

Live Crypto Signal
Validation Platform

Real-time Kraken market data · TradingView candlestick charts · Modular signal pipeline · Gemini AI explanations — all in one clean interface.

View on GitHub Explore Features
QuantSignal live demo — dashboard, live analysis, and signal pipeline
5
Signal Pipeline Stages
4
Timeframes (1m / 5m / 15m / 1h)
<500ms
Full Analysis Latency
3
Crypto Pairs (BTC / ETH / SOL)
100%
TypeScript

Everything you need to validate a trade idea

QuantSignal is not a prediction bot. It validates trade setups using structured analysis and explains its reasoning in plain English — so you stay in control.

📡

Real-Time Market Data

Kraken WebSocket ticks for live price updates, REST OHLCV fetch at every candle close. Timer-based detection fires precisely at each interval boundary.

📊

TradingView Charts

Lightweight Charts v5 — professional-grade candlestick rendering with real-time updates and stale-data guard to prevent chart errors.

🤖

Gemini AI Explanations

Every signal comes with a plain-English explanation from Gemini — direction rationale, key risks, regime context, and actionable guidance.

Live SSE Stream

Server-Sent Events relay delivers analysis results to the frontend in real time. Reconnect-safe, persistent, and keeps-alive every 5 seconds.

🛡️

Risk Scoring

Each signal includes a risk score, stop loss, take profit target, invalidation zone, and a composite confidence value from the multi-stage pipeline.

🏛️

Regime Detection

Market regime (trending up/down, ranging, volatile, breakout) is detected per candle and used to weight the signal and risk calculations.

Modular Signal Pipeline

Every closed candle flows through five independent stages. Each stage enriches the analysis before passing to the next — and everything runs in under 500ms.

🌡️
Regime
Market structure detection
📈
Signal
Direction + confidence
⚖️
Risk
Stop / target / score
Judge
Veto + final confidence
🤖
Gemini AI
Plain-English explanation

See it in action

Every page is purpose-built for live trading analysis workflows.

Dashboard — signal history and overview
📊 Dashboard — signal history, analysis runs, and performance overview
Live Analysis — real-time chart and signal panel
⚡ Live Analysis — real-time TradingView chart with auto-updating signal panel
Analyze Setup — configure your trade idea
🔍 Analyze Setup — enter a trade idea and run the full signal pipeline
Settings — configure API keys and preferences
⚙️ Settings — API configuration and platform preferences

Built with modern tools

TypeScript end-to-end, with battle-tested libraries for every layer.

TypeScript 5.9
React 19
Express 5
PostgreSQL
Drizzle ORM
TradingView Lightweight Charts v5
Gemini 2.0 Flash
Kraken REST + WebSocket
Server-Sent Events
Tailwind CSS
Vite
pnpm workspaces
Zod
shadcn/ui

Ready to validate your signals?

Open source and self-hostable. Clone the repo, add your Gemini API key, and you're running live analysis in minutes.

Clone on GitHub → Getting Started