SigmaPilot Lens

AI-Powered Trading Signal Analysis Pipeline

SigmaPilot Lens analyzes trading signals in real-time using multiple AI models and delivers actionable recommendations. It enriches incoming signals with live market data and technical indicators, then evaluates them through parallel AI analysis to produce follow/ignore decisions.

Note: SigmaPilot Lens provides analysis only — it does NOT execute trades.

What It Does

1. Receives trading signals from upstream strategies
2. Enriches with real-time market data and technical analysis
3. Evaluates using multiple AI models in parallel (ChatGPT, Gemini, Claude, DeepSeek)
4. Delivers recommendations via WebSocket streaming

Key Capabilities

• Multi-Model AI Consensus — Get perspectives from 4 different AI providers simultaneously
• Real-Time Enrichment — Live market data from Hyperliquid with TA indicators
• Signal Validation — Automatic rejection of stale or price-drifted signals
• Production Ready — Load tested, observable, with comprehensive failure handling

Quick Start

# Setup
cp .env.example .env
# Add your AI API keys to .env

# Run
make build && make up && make migrate

# Verify
make health

Documentation

Guide	Description
Quick Start	Setup and first signal
Architecture	System design
API Reference	Endpoints and schemas
Configuration	Environment variables

License

Private repository. All rights reserved.