Strategy pattern · Options
Test a volatility risk premium strategy with the crash risk in plain view.
Super Algo Kit grades the volatility risk premium strategy B: sell index options because implied volatility has, on average, exceeded what followed. The tail risk is the price of that premium. A crash can cost many times the premium collected, and gaps can jump straight past your stops. The kit tests only on quoted option chains, with defined-risk structures and stress losses.
strategy facts
Volatility risk premium: selling options with defined risk
- Family
- Options structure, from published literature
- Markets
- Options, futures and crypto derivatives
- Timeframes
- Daily and weekly; entries on a fixed schedule
- Evidence grade
- B: research documents both the premium and the crash risk that comes with it
- Status
- Literature: described in published research, not yet tested by the kit
- Tail risk
- A crash can cost many times the premium you collected, usually alongside margin hikes and price gaps
- Data needed
- Quoted option chains with bid and ask at decision time, volatility surfaces, margin rules and per-leg costs
- Sizing rule
- Position size follows the stress loss and margin, not the premium you take in
From the kit's own card. Not investment advice.
Paper first
Test it before you trade it.
Super Algo Kit runs inside the coding agent you already use. It interviews you, writes the spec with pass marks set first, then builds, backtests and paper-tests. Real money starts only when you type the authorize command.
The plan, step by step
Tick them off as you go.
How does the volatility risk premium work?
People who buy options are paying for protection against big moves. As a result, implied volatility has usually priced in more movement than actually followed, and buyers have fared poorly on average.
The seller collects that premium and takes on the tail. The premium is pay for carrying crash risk, not free money.
Option selling rules in plain words
This is a summary of the card's sketch, with defined risk at its centre. Every strike, tenor and exit choice you try is logged as a trial.
- Use a liquid index, index future or liquid crypto option market.
- Sell at a fixed tenor as credit spreads or iron condors, or delta-hedge short options.
- Choose strikes by delta or distance, enter on a schedule, and handle scheduled events explicitly.
- Close out after capturing part of the premium, at a set loss multiple, or a fixed time before expiry.
- Set size from the stress loss and margin, not from the premium.
The tail risk of option selling, stated plainly
A crash or a volatility spike can wipe out far more than months of collected premium, and gaps often jump straight past your stops. Margin tends to rise at the same moment and can force you out at the worst prices.
Wide bid-ask spreads, early assignment, pin risk at expiry and settlement surprises add more risk. Crypto option venues add counterparty risk and weekend gaps.
How Super Algo Kit tests option selling before any money
Backtests run only on option chains as quoted at decision time. A flat or modelled premium fails the kit's Backtest Honesty Card, because it hides skew, decay and spreads.
Reports show worst-case losses, skew and kurtosis, and the deflated Sharpe penalises negative skew. Your risk limits cap the loss on each structure and include a stress case where price gaps past the outer strikes. Expiry handling is part of the paper run.
Before you rely on it
Where it fails.
- Crashes and volatility spikes: losses can dwarf months of collected premium.
- Margin increases can force liquidation at the worst prices.
- Backtests with flat or model premiums are not evidence.
- Wide option spreads, especially on far strikes and short expiries, swamp small edges.
- Early assignment, pin risk at expiry and settlement surprises.
- Crypto option venues bring counterparty risk and weekend gaps.
FAQ
Volatility risk premium: questions.
Is option selling low risk?
No. The volatility risk premium is a reward for carrying crash risk, and Super Algo Kit says so plainly. A crash can cost many times the premium collected, usually with margin hikes and price gaps at the same time.
What does the evidence say about the volatility risk premium?
Super Algo Kit grades it B: research documents the premium and its crash risk alike. Implied volatility has tended to exceed later realised volatility, so option buyers did poorly on average. The kit has not tested the card, so your version needs its own costed test.
Why use defined-risk structures for option selling?
Credit spreads and iron condors cap the loss per structure. A gap beyond the wings still means that full loss, so Super Algo Kit plans a stress scenario for it. Position size comes from the stress loss and margin, never from the premium.
Why can't I backtest option selling with a flat premium?
A flat or modelled premium removes skew, time decay and real bid-ask spreads. Results built that way are not evidence, and they fail the kit's Backtest Honesty Card. Super Algo Kit backtests only on option chains as quoted at decision time.
Can Super Algo Kit build an options trading bot?
Super Algo Kit helps your own AI coding agent build one as real code in your project, with defined-risk structures and expiry handling. It interviews you, sets risk limits from your maximum loss and runs a paper test first. Live starts only when you type the authorize command.
Keep reading
More guides.
India · Broker APIZerodha KiteSuper Algo Kit helps you build a Zerodha algo trading bot on Kite Connect inside your own AI coding agent.
Crypto · Exchange API (India)Delta ExchangeSuper Algo Kit helps you do Delta Exchange algo trading from your own AI coding agent, on the Delta Exchange India API.Sources the kit's card cites
- Carr and Wu (2009). Variance Risk Premiums. Review of Financial Studies.
- Bakshi and Kapadia (2003). Delta-Hedged Gains and the Negative Market Volatility Risk Premium. Review of Financial Studies.
- Coval and Shumway (2001). Expected Option Returns. Journal of Finance.
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Super Algo Kit is development software. It is not investment advice, a signal service or a promise of performance. Trading involves substantial risk, including the loss of all capital you trade with.