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bigmacman1129/crypto-ai-trading-bot
Crypto order book liquidity detection and trading bot
What it is
A crypto trading bot focused on detecting liquidity in order books. It analyses order books, identifies clusters of stop-losses and detects liquidity sweeps across Binance, Bybit, Kraken and OKX, producing trading signals. Quant traders and researchers interested in market microstructure are the target users. Signals based on order book patterns can change quickly with market conditions, so they need ongoing validation.
At a glance
Worth watchingOur rating, based on popularity, maintenance and how ready it is for real use.
| Best for | Professional quants |
|---|---|
| Used for | Live trading, Strategy research |
| Markets | Crypto |
| Stack | Python |
| Learning curve | Moderate learning curve |
| Practical value | Medium practical value |
| Cost | Free and open source |
| Hardware | No GPU needed |
| Maintenance | Last commit 2 months ago |
GitHub stars, last 30 days
Daily snapshots since 2026-09-28 (up to 30 days): +6 over the period, now 200. Gaps mean no snapshot was taken that day.
Crypto liquidity detection & algorithmic trading bot. Order book analysis, stop-loss clusters, liquidity sweeps. Multi-exchange (Binance, Bybit, Kraken, OKX). Trading signals, quant research, market m
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