Bible Network Crypto DeFi Onchain RWA AI Agent Stablecoin Chain SAFU CryptoTax DeFAI AGI Claude Me Claude Skill Claude Design Claude Cowork
Independent Media
Not affiliated with any project
The Deepest Stablecoin Knowledge Base
stablecoin-bible.com
LATEST
Stablecoin Liquidation Cascade: How Aave and Sky Use Automated Liquidation to Protect Collateral Systems, and Why the 2022 Bear Market Didn't Take Down USDS  ·  Stablecoin Smart Contract Risk Guide: How to Read Audit Reports, Identify High-Risk Contracts, and Five Core Checkpoints for Choosing Safe DeFi Protocols  ·  GENIUS Act Zero-Yield Rule Complete Analysis: Why Regulated Stablecoins Can't Pay Interest, and What It Means for DeFi Yields, OUSD Competition, and sUSDS  ·  What Is a Stablecoin: Complete Beginner's Guide — Four Types, How to Choose, Common Misconceptions Explained  ·  Ethena USDe Complete Guide: How Delta-Neutral Synthetic Dollar Works, Where the 10%+ Yield Comes From, and Three Risks You Cannot Ignore  ·  Visa, BlackRock, Stripe 100-Member Mega Coalition Launches OUSD: Circle Stock Drops 13%, CEO Fires Back 'USDC Is Still the Institutional Standard'
mechanisms

Stablecoin Liquidation Cascade: How Aave and Sky Use Automated Liquidation to Protect Collateral Systems, and Why the 2022 Bear Market Didn't Take Down USDS

30-Second Version · For the impatient
ETH dropped over 77% in 2022, but USDS didn't collapse — because overcollateralized systems have three defense lines: 150% buffer, automated liquidation bots, and PSM's instant fiat peg channel. Algorithmic types have none of these.

Full Content +

In May 2022, UST collapsed and $40 billion evaporated. Simultaneously, ETH's price fell from $3,000 to $1,700 in the same month — a drop exceeding 43%. During this period, Aave and Sky's (formerly MakerDAO) crypto-backed stablecoin USDS (then called DAI) also faced massive liquidation pressure on ETH collateral. But USDS didn't collapse in the 2022 bear market, while UST did. The most fundamental difference between the two isn't 'which team was smarter' but the design of the underlying mechanisms: UST was algorithmic with no external asset backing; USDS was overcollateralized with 150%+ ETH buffer and automated liquidation as a final defense line.

What Is Overcollateralization and Liquidation: Basic Concepts

The core logic of crypto-backed stablecoins is overcollateralization — you must deposit more collateral value than the stablecoins you borrow. Using Sky Protocol's USDS as an example: deposit $1,500 of ETH to mint at most $1,000 USDS (150% minimum collateral ratio). That $500 'buffer' protects against ETH price declines. The 'Liquidation Ratio' (minimum collateral ratio) is the liquidation trigger. For Sky Protocol's ETH-A lending vault, the liquidation ratio is 150%. If you deposited $1,500 ETH to mint $1,000 USDS, your collateral ratio is 150% — right at the boundary. If ETH drops 1%, your ETH becomes $1,485, dropping the collateral ratio to 148.5%, below the 150% trigger. At this point, your lending vault enters 'liquidatable status.' Liquidation process: the protocol takes your ETH collateral to 'auction,' using auction proceeds to repay the USDS you borrowed, returning any remainder to you. Key point: liquidation's purpose is ensuring every USDS in the protocol has sufficient collateral backing, keeping USDS's total collateral ratio consistently above 100% — preventing USDS from becoming bad debt.

Aave's Liquidation Mechanism: Health Factor and Liquidators

Aave is one of DeFi's largest lending protocols, also using overcollateralized lending, but with different mechanism details from Sky Protocol. Aave uses a 'Health Factor' to measure lending vault safety: Health Factor = (collateral's liquidation threshold weighted value) / (total liability value). Health Factor > 1: vault is safe; Health Factor ≤ 1: vault can be liquidated. When a vault's health factor drops below 1, anyone can act as a 'Liquidator' to trigger liquidation — they repay part or all of the borrowing, receiving collateral plus a 'Liquidation Bonus' (typically 5–15%, depending on asset type). This reward mechanism creates a large number of liquidation bots (MEV Bots) monitoring all vault health factors around the clock. Once a vault approaches the liquidation threshold, bots race to become the liquidator and earn the reward. The logic of Aave's liquidation protecting protocol stability: liquidation immediately resolves the risk of 'vaults that have already fallen below safe thresholds' — repaying borrowings (USDC/USDT stablecoins) with real assets (ETH). Without liquidation mechanisms, bad debt accumulates in the protocol, potentially causing systemic paper losses across the entire lending pool, affecting all depositors.

The 2022 Bear Market Real Stress Test: How USDS Survived

After the May 2022 UST collapse, markets entered severe panic mode. ETH continued falling through the following two months, reaching approximately $880 in June 2022 (from $3,800 at year start — a decline exceeding 77%). This placed enormous pressure on USDS's (DAI's) collateral system: massive ETH collateral vaults triggered liquidations as ETH plummeted. The liquidation cascade unfolded: ETH falling from $3,000 to $2,000 → minimum collateral ratio vaults begin liquidating → liquidated ETH sold into secondary markets → more ETH selling further depresses ETH price → more vaults hit liquidation threshold → more ETH sold... This is the 'Liquidation Cascade.' Several key mechanisms prevented USDS from losing its peg during the cascade. Key protection 1: overcollateralization buffer. Because the liquidation ratio is 150%, ETH needs to fall over 33% (from a minimum-ratio vault's perspective) before collateral no longer covers borrowings. Key protection 2: tiered liquidation thresholds. Sky Protocol has multiple collateral types (ETH-A, ETH-B, ETH-C, stETH-B, etc.) each with different liquidation ratios (145%–170%) and debt ceilings. Tiered design distributes borrowers with different risk preferences across different vault types; liquidations occur in batches rather than all at once. Key protection 3: PSM as emergency peg channel. When market panic causes large-scale USDS selling → USDS begins deviating from $1 → arbitrageurs immediately swap 1 USDS for $1 USDC via PSM → this arbitrage pulls USDS back to $1, simultaneously destroying USDS supply on the market. PSM provides an immediate channel anchored to external fiat, preventing crypto-backed USDS from relying entirely on liquidation during stress periods.

Liquidation Mechanism Limitations: When Cascades Can Go Wrong

Liquidation isn't infallible — in these situations it may fail or cause greater systemic damage. Situation 1: Flash Crash. If ETH crashes 50% within minutes, liquidation bots may not execute liquidations in time (blockchain block time limits), causing many vaults to fall below 100% collateral ratio before liquidation — protocol accumulates bad debt. On March 12, 2020 (DeFi's 'Black Thursday'), MakerDAO experienced many liquidations settling at $0 (lowest bidder had no competition due to competitors unable to get transactions on-chain in time due to network congestion) due to ETH flash crash + Ethereum network congestion, causing approximately $4 million in bad debt. Situation 2: Liquidation threshold set too low. If a DeFi protocol sets its liquidation ratio at 110%, the underlying asset only needs to fall 9% to trigger liquidation — but liquidation itself takes time to execute. If the asset continues falling 5% during execution, liquidation may not fully cover borrowings, creating bad debt. This is why Sky Protocol sets its primary ETH lending liquidation ratio at 145–170% rather than 110%. Situation 3: Insufficient collateral liquidity. Liquidation requires selling collateral on the market. If collateral is an illiquid token (small-cap altcoin), liquidation auctions may find no buyers, or massive liquidation selling directly collapses the collateral's market cap, making subsequent liquidations increasingly unable to cover borrowings. This is why mature lending protocols (Aave, Sky) only allow liquid assets (ETH, wBTC, stETH) as collateral.

What This Means for Your Money

Understanding liquidation mechanisms has two practical dimensions: as a borrower and as a depositor. As a borrower (collateral borrowing on Aave or Sky): understanding your own liquidation risk is the most important self-protection. Practical advice: don't control collateral ratio near the minimum liquidation threshold — on Aave, keep health factor above 1.5; on Sky, keep collateral ratio at 130–150%+ above the minimum (e.g., minimum 150%, maintain actual ratio at 200–225%); set price alerts to add collateral or repay when collateral price falls to within 80% of liquidation threshold; before major market volatility (major macro events), consider proactively reducing leverage. As a USDS or Aave stablecoin depositor: liquidation mechanism soundness directly affects your deposit safety. Aave's liquidation track record, Reserve Factor, and bad debt coverage fund (Safety Module) are key metrics for evaluating deposit safety. Sky Protocol's overall collateral ratio and DAI Reserve/PSM composition are also publicly available data worth periodically monitoring. Liquidation mechanisms aren't a 'guaranteed no problems' promise — they protect protocols from bad debt within normal market volatility ranges. Extreme market environments (2020 Black Thursday, 2022 LUNA collapse's chain liquidations) can still cause brief bad debt or peg pressure.

Diagram
Liquidation Cascade: How Overcollateralized Stablecoins Survive Bear Markets清算瀑布機制圖:顯示 ETH 下跌觸發清算的連鎖反應(ETH 下跌→低於抵押率→清算拍賣→ETH 拋售→進一步下跌),以及三道保護機制(150% 緩衝 / 清算機器人 / PSM 錨定通道),對比 2020 年黑色星期四和 2022 年熊市的真實壓力測試結果 Liquidation Cascade: How Overcollateralized Stablecoins Protect the Peg Liquidation Cascade (How It Unfolds) ETH price drops -33%+ Vault below 150% ratio Liquidation triggered ETH auctioned / sold cascade Cascade Risk: Selling pressure further depresses ETH More vaults hit liquidation → more ETH sold → price falls more 2020 Black Thursday: $4M bad debt when ETH crashed + network congested Three Protection Layers Layer 1: 150%+ Buffer ETH must fall 33%+ before collateral is insufficient Layer 2: Liquidation Bots (MEV) 24/7 monitoring, race to liquidate for 5-15% bonus Layer 3: PSM Peg Channel USDS deviates → arb via PSM pulls it back to $1 Real Stress Tests: 2022 Bear Market vs Borrower Safety 2022: ETH -77%, USDS Survived Tiered collateral types (ETH-A/B/C) spread liquidation PSM absorbed peg pressure when fear spiked Algorithmic UST had no such buffers → $40B gone Overcollateralized mechanism survived the bear market If You Borrow on Aave / Sky Keep Health Factor above 1.5 (Aave) Keep ratio 130-150%+ above minimum (Sky) Set price alerts at 80% of liquidation threshold De-lever before major macro events Liquidation = loss + bonus paid to liquidator Stablecoin Bible · stablecoin-bible.com
Feel free to share. Please credit the source.
Ask a Question
Please enter at least 10 characters
Related Articles
How Does DAI Work? A Deep Dive into MakerDAO's Over-Collateralization — The Real Cost of a Decentralized Stablecoin
mechanisms · Jun 10
Why DeFi Stablecoins Require 150%+ Collateral: Collateral Ratios, Liquidation Thresholds, and the Buffer That Keeps $1 at $1
fundamentals · Jun 15
How Stablecoin Interest Rates Are Determined: DSR, SSR, Aave Supply-Demand Pricing Mechanisms Fully Explained
mechanisms · Jun 27
Where Does Stablecoin Yield Come From? Complete Breakdown of Three Mechanisms: DSR, Aave, and Curve
mechanisms · Jun 11