Stablecoin Risk Analysis
SkillDev toolsEvaluate stablecoin safety by analyzing peg mechanisms, reserve composition, audit transparency, regulatory exposure, and depegging history to assess holding and usage risk.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Stablecoin Risk Analysis skill
What this skill tells your AI
The instructions your AI receives, as published by nirholas/three.ws in data/skills/defi/stablecoin-risk-analysis/SKILL.md and read by ahel’s review.
When to use this skill
Use when the user asks about:
- Whether a specific stablecoin is safe to hold
- Comparing stablecoin risk profiles
- Understanding stablecoin peg mechanisms
- Evaluating reserve backing and transparency
- Assessing depegging risk for portfolio decisions
Analysis Framework
1. Stablecoin Classification
Determine the peg mechanism type:
- Fiat-backed (custodial): USDC, USDT — backed by off-chain reserves
- Crypto-backed (overcollateralized): DAI, LUSD — backed by on-chain crypto
- Algorithmic: FRAX (partial), UST (failed) — stability via algorithmic controls
- RWA-backed: Backed by real-world assets like treasuries
- Hybrid: Combination of above mechanisms
Each type has fundamentally different risk profiles.
2. Reserve Analysis (Fiat-backed)
For custodially-backed stablecoins:
- Reserve composition: Cash, T-bills, commercial paper, repo, other
- Reserve ratio: Total reserves / total supply (must be >= 1.0)
- Attestation frequency: Monthly, quarterly? By which firm?
- Real-time proof of reserves: On-chain attestation available?
- Counterparty risk: Which banks hold custody? Diversification?
- Redemption mechanism: Can users redeem 1:1? Minimum amount? Delays?
3. Collateral Analysis (Crypto-backed)
For overcollateralized stablecoins:
- Collateral ratio: Current and minimum (e.g., 150% for DAI)
- Collateral types accepted: ETH, wBTC, stETH, other
- Liquidation mechanism: How are underwater positions liquidated?
- Oracle dependency: Which price feeds? Latency?
- Governance risk: Can parameters be changed rapidly?
- Stress test: What happens if collateral drops 50% in 1 hour?
4. Peg Stability History
Review historical peg performance:
- Maximum depeg event: Worst-case deviation from $1.00 and duration
- Depeg frequency: How often has it traded below $0.995 or above $1.005?
- Recovery time: How quickly did peg restore after deviations?
- Current premium/discount: Is it trading at exactly $1.00 now?
- DEX vs CEX pricing: Any persistent arbitrage gaps?
5. Risk Matrix
| Risk Category | Rating (1-5) | Details |
|---|---|---|
| Peg stability | Historical track record | |
| Reserve transparency | Audit quality and frequency | |
| Counterparty risk | Banking and custodian dependencies | |
| Regulatory risk | Jurisdictional exposure, sanctions compliance | |
| Smart contract risk | Audit status, upgrade mechanisms | |
| Censorship risk | Can the issuer freeze/blacklist addresses? | |
| Liquidity risk | Can you exit large positions without slippage? | |
| Systemic risk | Contagion potential from interconnected protocols |
6. Regulatory Exposure
Assess regulatory dimensions:
- Issuer jurisdiction and regulatory status
- Compliance with MiCA, stablecoin-specific regulations
- History of regulatory actions against the issuer
- Blacklisting/freezing capability and past usage
- KYC/AML requirements for direct redemption
7. Output Format
- Stablecoin: Name and ticker
- Type: Mechanism classification
- Market cap: Current and trend
- Peg rating: Excellent / Good / Fair / Poor
- Reserve rating: Fully transparent / Adequate / Opaque / Concerning
- Overall risk: Low / Medium / High / Critical
- Suitable for: Long-term holding / Short-term trading / DeFi collateral / Avoid
- Key risks: Top 3 specific risks for this stablecoin
- Alternatives: Suggest lower-risk alternatives if risk is elevated
Signals
- GitHub stars
- 114
- Forks
- 29
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
stablecoin-risk-analysis- Source
- github.com/nirholas/three.ws