liquidation-heatmap

Analyze liquidation heatmaps to identify magnet zones and cascade risk.

Updated May 5, 2026
One-click install
npx skills add https://github.com/wudye/traderAssistHK --skill liquidation-heatmap-wudye
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: liquidation-heatmap
Source: https://github.com/wudye/traderAssistHK/tree/main/backend/src/skills/liquidation-heatmap
Command: npx skills add https://github.com/wudye/traderAssistHK --skill liquidation-heatmap-wudye

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps traders interpret liquidation heatmaps by turning liquidation clusters into actionable market structure: where price is likely to accelerate, where cascades may trigger, and which levels can become support or resistance after large liquidation events.

Core Features & Use Cases

  • Liquidation cluster identification: Estimate and rank price zones with concentrated long/short liquidation pressure using open interest and leverage distribution.
  • Heatmap interpretation: Identify “liquidation magnets” (nearest high-density clusters) and assess long/short asymmetry to infer likely directional bias.
  • Cascade and S/R signal extraction: Evaluate stacked cluster risk for liquidation cascades and infer post-liquidation support/resistance levels after large wipeouts.
  • Use Case: When BTC is consolidating near multiple dense liquidation pools, use this framework to avoid high-leverage entries into likely magnet zones and to plan bias around cascade activation risk.

Quick Start

Use the liquidation-heatmap skill to analyze the current liquidation clusters and summarize nearest magnet levels, cascade risk, and likely support/resistance after recent wipeouts.

Frequently Asked Questions about liquidation-heatmap

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

FAQPage Schema
How do I identify liquidation clusters using open interest and leverage distribution?

Interpreting a crypto liquidation heatmap reveals leveraged position concentrations and likely liquidation magnet directions. By analyzing open interest and leverage distribution, you can identify where price is likely to accelerate and assess forced liquidation zones in crypto futures and perpetuals scenarios.

What is a liquidation magnet and how does it affect market structure?

A liquidation magnet is a nearby high-density cluster of leveraged positions that price is likely drawn toward. Identifying these magnets through heatmap interpretation helps assess long and short asymmetry, allowing traders to infer directional bias and anticipate stop-hunt events in crypto derivatives.

How do I assess cascade risk and stacked liquidation clusters in crypto perpetuals?

To assess cascade risk, you evaluate stacked liquidation clusters within a tolerance window to determine the likelihood of liquidation cascades. This analysis helps identify situations where forced liquidations might trigger sequential wipeouts across concentrated leverage zones in crypto perpetuals.

Can liquidation heatmaps predict support and resistance levels after large wipeouts?

Liquidation heatmaps can infer post-liquidation support and resistance levels after large wipeouts. By analyzing where concentrated leveraged positions were cleared, traders can extract market structure candidates to anticipate future price reactions at those specific event zones.

Does this liquidation heatmap analysis apply to spot markets or only crypto futures?

Liquidation heatmap analysis specifically applies to crypto futures and perpetuals scenarios where open interest and leverage distributions exist. It estimates liquidation clusters and cascade risk caused by forced liquidations, which are mechanisms absent in standard spot crypto market trading.