the-liquidation-hunter

Analyze open interest, funding rates, and liquidation clusters to identify cascade risks.

13|3|Updated Mar 31, 2026
One-click install
npx skills add https://github.com/cubexch/ai-fund --skill the-liquidation-hunter
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: the-liquidation-hunter
Source: https://github.com/cubexch/ai-fund/tree/main/skills/liquidation-hunter
Command: npx skills add https://github.com/cubexch/ai-fund --skill the-liquidation-hunter

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Monitors leveraged positions and liquidation clusters to position before cascade moves. Use this skill whenever the user asks about: liquidation cascades, liquidation clusters, leverage buildup, open interest spikes, OI analysis, margin calls, forced selling, forced buying, liquidation heatmap, cascade prediction, leverage ratio, funding rate extremes, overleveraged, liquidation price, wipeout, long squeeze, short squeeze, cascade risk, who gets liquidated, liquidation levels, leveraged positions, margin risk, cascade trade, position before liquidation.

Core Features & Use Cases

  • Monitor open interest buildup and rate of change across markets
  • Identify funding rate extremes that signal overleveraged positioning
  • Map liquidation price clusters to find cascade trigger zones
  • Detect leverage asymmetry (longs vs shorts imbalance)
  • Calculate cascade magnitude estimates based on OI and cluster density
  • Position before anticipated cascades with defined risk
  • Track historical cascade events for pattern recognition
  • Assess which markets have the highest cascade probability

Quick Start

Scan a market for liquidation cascade setups and review the current cascade risk.

Frequently Asked Questions about the-liquidation-hunter

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

FAQPage Schema
How do I predict a liquidation cascade in crypto trading?

A liquidation cascade occurs when forced liquidations trigger cascading price moves, wiping out overleveraged positions. This Skill detects them by monitoring open interest spikes, funding rate extremes, and liquidation clusters to estimate cascade magnitude and guide pre-cascade positioning.

How do I find liquidation clusters and leverage buildup across multiple exchanges?

You can find liquidation clusters by mapping liquidation price levels and detecting leverage asymmetry between longs and shorts. This Skill scans multi-exchange markets to track open interest rate of change and identify where forced liquidations will trigger.

How do I position before a long squeeze or short squeeze using open interest data?

Positioning before a long squeeze or short squeeze requires identifying leverage asymmetry and funding rate extremes that signal overleveraged market participants. This Skill calculates cascade probability and estimates cascade magnitude based on open interest and cluster density to guide cautious pre-cascade positioning with strict risk controls.

Can I use this liquidation heatmap tool to assess margin risk for high leverage markets?

Yes, this Skill assesses margin risk by tracking historical cascade events for pattern recognition and evaluating which markets have the highest cascade probability. It monitors leverage buildup and open interest spikes during periods of extreme leverage and volatile funding dynamics.

What are the limitations of predicting liquidation cascades and forced selling?

Predicting liquidation cascades is limited by the inherent volatility of crypto markets and the unpredictability of forced selling magnitude. This Skill requires strict risk controls and cautious pre-cascade positioning, serving primarily as a scenario planning and risk assessment tool rather than a guaranteed predictor of forced liquidations.