bigmacman1129

bigmacman1129 / crypto-ai-trading-bot

Public

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 microstructure.

ai ai-agent binance bitcoin bybit
22
10
69% credibility
Found May 06, 2026 at 22 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
JavaScript
AI Summary

This repository provides a Node.js bot that analyzes crypto order books for liquidity events like gaps and sweeps across various exchanges to generate trading signals.

How It Works

1
🔍 Discover the trading helper

You hear about a smart tool that spots hidden opportunities in crypto markets by watching where big trades hide.

2
📥 Bring it home

Download the simple program to your computer and open it up like any app.

3
🔗 Link your trading spots

Connect it to your favorite crypto exchanges so it can peek at the live action without you lifting a finger.

4
⚙️ Pick your playground

Choose which coins to watch and how much to play with, like setting rules for a game.

5
▶️ Let it run

Hit start, and it begins scanning markets quietly in the background.

6
🔔 Get smart alerts

Your phone or screen lights up with tips on where liquidity is moving, so you know when to jump in.

💰 Trade like a pro

Using the fresh insights, you make confident moves that help grow your crypto stash over time.

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Star Growth

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AI-Generated Review

What is crypto-ai-trading-bot?

This JavaScript-based crypto AI trading bot scans order books on exchanges like Binance, Bybit, Kraken, and OKX to detect liquidity sweeps, stop-loss clusters, hidden walls, and gaps. It generates real-time trading signals for manual execution or integration into your own bots, with optional alerts and backtest tools for quant research on market microstructure. Think crypto liquidity checker and heatmap analyzer in one package, focused on spotting where price hunts liquidity next.

Why is it gaining traction?

In a sea of TA-indicator bots, it stands out by prioritizing order book depth over lagging charts—key for spotting sweeps before pumps or dumps. Multi-exchange support and modular signals make it easy to plug into Telegram bots or custom algos, appealing to devs hunting crypto liquidity charts like those on Coinglass. Low barrier: clone, npm install, tweak config, and run signals on live data.

Who should use this?

Quant researchers dissecting crypto github activity for microstructure edges, or trading firms building liquidity-aware signals for arbitrage bots. Devs scripting AI crypto trading bot telegram integrations or YouTube strategy backtests will dig the extensible Node setup—perfect if you're tired of generic RSI bots and want order book firepower.

Verdict

Grab it for free MIT-licensed liquidity hunting (22 stars, solid README/backtests), but temper expectations—0.7% credibility score flags early-stage risks like sparse tests. Solid starter for niche crypto AI trading bot reddit experiments; fork and harden for production.

(187 words)

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