skills.rest
ebrahim-sani
ebrahim-saniCOMMUNITY
Explore all skills by this author →
Website𝕏@iAmImranXGitHub

liquidation-heatmap

Analyze liquidation data to generate heatmaps and cascade risk scores for crypto futures.

Updated Apr 10, 2026
Search Tags:#signals#risk-management#cascade#crypto#liquidation#heatmap#leverage
One-click install
npx skills add https://github.com/ebrahim-sani/trading-automation --skill liquidation-heatmap-ebrahim-sani
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: liquidation-heatmap
Source: https://github.com/ebrahim-sani/trading-automation/tree/main/vibe-trading/agent/src/skills/liquidation-heatmap
Command: npx skills add https://github.com/ebrahim-sani/trading-automation --skill liquidation-heatmap-ebrahim-sani

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps traders anticipate price moves by analyzing the distribution of leveraged liquidations and identifying clusters that act as magnets or catalysts, enabling better risk assessment and tactical decisions.

Core Features & Use Cases

  • Liquidation cluster detection: estimates long and short liquidation concentrations across price levels to reveal magnet zones.
  • Cascade risk assessment: evaluates the probability and severity of cascading liquidations during stress events.
  • Post-liquidation S/R signals: flags potential support or resistance levels formed after large liquidations to guide entries and stops.
  • Trading insight for risk management: supports position sizing and timing adjustments around leverage-heavy zones in crypto markets.

Quick Start

Analyze current open interest and open liquidations to generate a heatmap of the nearest liquidation clusters.

Frequently Asked Questions about liquidation-heatmap

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I visualize crypto liquidation hotspots to find magnet price levels?▼

To visualize crypto liquidation hotspots, you analyze open interest and leverage distributions to estimate long and short liquidation volumes. This generates a heatmap revealing concentration clusters that act as price magnets across futures and perpetual markets.

What is a liquidation cascade and how do I assess its risk in perpetual futures?▼

A liquidation cascade is a cascading series of forced leveraged position closures during stress events. You assess its risk by modeling leverage distributions and open interest to compute a cascade risk score indicating probability and severity.

How do I estimate long and short liquidation volumes across different timeframes?▼

You estimate long and short liquidation volumes by modeling leverage distributions and open interest across multiple price levels and timeframes. This computation identifies concentration clusters and produces structured output for automation.

Can I use liquidation heatmaps to identify post-liquidation support and resistance levels?▼

Yes, liquidation heatmaps identify post-liquidation support and resistance signals by flagging potential levels formed after large liquidations. These signals guide tactical entry and stop placement around leverage-heavy zones.

What's the best way to adjust position sizing around leverage-heavy crypto zones?▼

The best way to adjust position sizing around leverage-heavy zones is to analyze liquidation data for cluster concentrations and cascade risks. This enables better risk assessment and timing adjustments for tactical trading decisions.

Related Skills

Explore More Data & Analytics Skills→
ajithkumar31082004-bitajithkumar31082004-bit

liquidation-heatmap

Analyze crypto futures liquidation data to identify magnet zones and cascade risk.

Community
Advanced
JacobHsuJacobHsu

liquidation-heatmap

Analyze leveraged position distributions to reveal liquidation heatmap clusters and cascade triggers.

Community
Advanced
kayzaakayzaa
5

volume-profile

Analyze trading volume distribution across price levels to identify support and resistance zones.

Community
Intermediate
santoosaraujosantoosaraujo

us-etf-flow

Calculate daily ETF creation and redemption flows across market indices using yfinance.

Community
Intermediate