Crypto Derivatives

Crypto Derivatives

When to Activate

• Analyzing perpetual swap mechanics, funding rates, and basis trading opportunities
• Evaluating crypto futures across venues (CME, Deribit, Binance)
• Designing funding rate arbitrage or basis trading strategies
• Assessing crypto options strategies and volatility trading
• Understanding liquidation cascades and their market impact

Core Concepts

Perpetual Swaps

Mechanics:

• No expiry date — positions can be held indefinitely
• Price tracks spot via funding rate mechanism
• Funding rate: periodic payment between longs and shorts
• Positive funding: longs pay shorts (perp > spot, bullish bias)
• Negative funding: shorts pay longs (perp spot; cost of carry + demand premium
• Backwardation (unusual in crypto): futures long-dated IV (during acute stress or event risk)
• Event-driven: IV spike around halving, ETF decisions, macro events

Skew analysis:

• Call skew > put skew: bullish sentiment (demand for upside exposure)
• Put skew > call skew: hedging demand (typical in equities, less consistent in crypto)
• Monitor 25-delta risk reversal: calls - puts, positive = call skew dominance

### Liquidation Cascades

**Cascade Mechanics:**

1. Price moves against leveraged positions
2. Positions hit liquidation price
3. Exchange force-closes positions at market
4. Forced selling pushes price further
5. More positions hit liquidation
6. Feedback loop accelerates price movement

Liquidation data sources:

• Coinglass: real-time liquidation data across exchanges
• Exchange APIs: open interest changes signal liquidation events
• On-chain: DeFi liquidations are publicly visible

Key metrics:

• Open interest / market cap ratio: >5% signals crowded positioning
• Estimated liquidation levels: cluster analysis of likely stop/liquidation prices
• Funding rate extremes: >0.1% per 8h = over-leveraged longs

**Trading Around Liquidation Events:**

Signal: Large liquidation cluster identified at $45,000 (BTC) Open interest: $20B, estimated $3B in long liquidations between $45K-$43K

If price approaches $45K:

• Expect acceleration through liquidation zone
• Cascading liquidations may push price to $43K briefly
• Buy orders placed at $42,500-$43,000 (below liquidation cascade)
• Stop below $41,000 (next major liquidation cluster)
• Target: $46,000-$48,000 (recovery after cascade exhaustion)

Risk: cascade can extend further than expected if market structure is fragile

## Methodology

### Basis Trade Execution
1. **Monitor funding rates** across exchanges (Coinglass, exchange APIs)
2. **Calculate expected return** — average funding over 30-day lookback, annualize
3. **Assess margin requirements** — need 2-3x maintenance margin buffer for volatile moves
4. **Execute delta-neutral** — match spot purchase with perp short simultaneously
5. **Monitor continuously** — rebalance if delta drifts; add margin if needed during rallies
6. **Exit criteria** — funding turns negative for 3+ consecutive periods, or better opportunity elsewhere

### Options Strategy Selection

Directional + vol view -> strategy:

• Bullish + long vol: buy calls, bull call spread
• Bullish + short vol: sell puts, short put spread
• Bearish + long vol: buy puts, bear put spread
• Bearish + short vol: sell calls, short call spread
• Neutral + long vol: straddle, strangle
• Neutral + short vol: iron condor, iron butterfly

Sizing: options positions sized at 1-3% of portfolio per trade Expiry: 30-60 DTE for most strategies (balances theta and gamma)

## Examples

### Example 1: Funding Rate Arbitrage

Current state:

• BTC spot: $50,000
• BTC perp funding (Binance): 0.04% per 8h (bullish market)
• Annualized: 43.8%

Execution:

• Deposit $55,000 to exchange (10% buffer for margin)
• Buy 1 BTC spot: $50,000
• Short 1 BTC perp: 2x leverage (margin: $25,000)
• Total capital deployed: $75,000

Daily income: $50,000 0.04% 3 = $60/day Monthly income: ~$1,800 Return on capital: 1,800 / 75,000 = 2.4% monthly = 28.8% APY

Risk management:

• If BTC rallies 30%: short perp unrealized loss = $15,000

Offset by spot gain of $15,000. Need margin for perp. $25,000 margin - $15,000 loss = $10,000 remaining (above maintenance)

• Add margin alert at $58,000 BTC price

### Example 2: Liquidation Cascade Trade

Setup:

• BTC at $48,000 after steady rally
• Open interest at all-time high: $25B
• Funding rate: 0.08% per 8h (extremely high)
• Estimated long liquidation cluster: $44,000-$46,000 (~$4B)

Strategy: Short-term reversal trade

• No position above $46,000 (wait for cascade)
• Limit buy orders laddered: $45K (25%), $44K (25%), $43K (25%), $42K (25%)
• Stop loss: $40,000 (below next cluster)
• Take profit: scale out $47K-$50K

Execution:

• Price drops to $46K, liquidations begin cascading
• Fills at average $43,800
• Bounce to $48,000 within 12 hours as leverage is flushed
• Exit at $47,500 average
• Return: 8.4% in 12 hours

### Example 3: BTC Options Straddle

Event: Bitcoin halving in 2 weeks BTC spot: $60,000 30-day ATM IV: 85% (elevated due to event)

Sell straddle (vol too expensive):

• Sell $60K call (14 DTE): premium $3,500
• Sell $60K put (14 DTE): premium $3,200
• Total premium collected: $6,700
• Breakeven range: $53,300 - $66,700 (±11.2%)

Post-event: IV likely to crush from 85% to 60% If BTC stays within range: capture full premium If BTC moves ±10%: partial loss, offset by IV crush

Alternative (less risk): sell strangle at 10-delta

• Sell $70K call + $52K put
• Lower premium ($2,500) but wider profit range

## Quality Gate

Before trading crypto derivatives, verify:

- [ ] Exchange counterparty risk assessed — use regulated venues for large positions, diversify across exchanges
- [ ] Margin requirements calculated with buffer — 2-3x maintenance margin minimum for volatile markets
- [ ] Funding rate analysis uses sufficient lookback period (30+ days) — do not extrapolate from short window
- [ ] Basis trade delta is monitored and rebalanced — drift beyond 5% requires adjustment
- [ ] Liquidation levels are mapped — know where cascades will occur above and below current price
- [ ] Options positions are sized conservatively — max 1-3% of portfolio per trade, defined max loss
- [ ] IV analysis uses historical context — is current IV high or low relative to realized vol?
- [ ] Correlation between spot and derivatives positions is verified — inverse contracts have convexity risk
- [ ] Withdrawal capability confirmed — can you exit the exchange quickly if needed?
- [ ] Tax implications considered — derivatives have different tax treatment in most jurisdictions

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [brainbytes-dev](https://github.com/brainbytes-dev)
- **Source:** [brainbytes-dev/everything-claude-trading](https://github.com/brainbytes-dev/everything-claude-trading)
- **License:** MIT

Install and usage instructions live in the source repository linked above.