leionion

leionion / liquidation-cluster-signal-scraper

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A bot that scrapes open-interest and liquidation heatmaps to alert traders when a "Short Squeeze" or "Long Squeeze" is imminent.

ai-agent algorithmic-trading behavioral-finance binance bybit
12
1
100% credibility
Found Mar 18, 2026 at 12 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

An open-source tool that scrapes liquidation heatmaps and tracks open interest in crypto futures markets to generate alerts for potential short and long squeeze trading opportunities.

How It Works

1
👀 Discover the tool

You learn about a free helper that watches crypto price charts for spots where big trader losses could spark fast price jumps.

2
📥 Bring it home

Download the files to your computer and do a simple one-time preparation so it's ready to run.

3
⚙️ Pick your favorites

Choose cryptocurrencies like Bitcoin or Ethereum and how closely to watch them for signals.

4
▶️ Start safe watching

Launch it in practice mode to see real-time alerts without any money on the line—everything feels exciting and risk-free.

5
🔔 Catch the alert

It scans charts, spots a dense cluster near the price with rising trader interest, and pings you with a clear short or long squeeze tip.

🎉 Trade smarter now

You get ongoing alerts for potential price magnets, review past signals anytime, and spot opportunities without staring at screens all day.

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Star Growth

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AI-Generated Review

What is liquidation-cluster-signal-scraper?

This Python scraper bot monitors open-interest and liquidation heatmaps from Binance, Bybit, and OKX to spot imminent short or long squeezes, firing console alerts when price nears high-density clusters with accelerating OI. Traders get structured signals via paper mode—no trades executed—plus JSON logs for review, all configurable in YAML for assets like BTCUSDT. It scrapes heatmaps with Selenium and pulls live data via WebSockets and APIs, solving the pain of manually staring at Coinglass charts.

Why is it gaining traction?

Unlike paid tools like Hyblock or Coinglass that just display heatmaps, this github bot trading alert delivers automated cluster proximity triggers, OI delta correlation, and squeeze classification with confidence scores—free and local. Paper mode lets you validate signals instantly without risk, and easy setup via pip and run.sh hooks devs tired of subscriptions. Low bot github stars (12) but solid docs and samples make it a quick win for testing squeeze edges.

Who should use this?

Crypto futures traders scalping BTC or ETH squeezes who miss setups glancing at heatmaps. Algo devs building github bot telegram or discord integrations for signal feeds into their systems. Multi-asset scanners running it on termux or desktops for parallel monitoring without monthly fees.

Verdict

Try the paper mode if you're into liquidation cluster plays—setup takes minutes, docs are thorough, and outputs are clean. But with 12 stars and 1.0% credibility score, it's early alpha: expect scraper flakiness and Binance-only stability; fork and harden it for production.

(198 words)

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