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--- name: american-vs-european-style-option-exercise-handling description: Quantitative decision engine for determining optimal early exercise conditions for American options vs holding to expiration (European style). domain: multi-asset-derivatives subdomain: options-pricing tags: - options - derivatives - early-exercise - quantitative-finance brokers_frameworks: - generic version: "1.1.0" author: System license: MIT --- ## When to Use Use this skill when managing a portfolio of American-style options (where early exercise is legally permitted). The decision to exercise early is a classic quantitative problem boundary. Exercising early destroys the option's "Time Value" (optionality), which is generally suboptimal. However, deep In-The-Money (ITM) puts, or calls immediately preceding an ex-dividend date, may require early exercise to maximize yield. ## Prerequisites - Python 3.9+ - Real-time options pricing (Market Value). - Real-time underlying spot pricing. - Dividend schedules for the underlying asset. ## Workflow 1. **State Construction**: Feed the current `OptionState` (Spot, Strike, Market Price, Time to Expiry, Dividend Info) into the engine. 2. **Intrinsic vs Continuation**: The engine compares the Intrinsic Value (immediate payoff) against the Continuation Value (current market price of the option). 3. **Hard Rules Application**: - **Call Options**: Enforces the mathematical rule that an American Call should *never* be early exercised on a non-dividend paying stock. It only evaluates early exercise if a dividend is imminent. - **Put Options**: Evaluates if the intrinsic value strictly exceeds the market continuation value (deep ITM scenario where the interest on cash outpaces time value). 4. **Action**: Returns a boolean `should_exercise` flag with a quantitative justification. ## Common Pitfalls - **Exercising Non-Dividend Calls**: Retail traders often exercise ITM calls early to "lock in profits." This is a mathematical error that destroys the time value premium. The optimal move is to sell the call in the open market, not exercise it. - **Ignoring Dividends**: Failing to exercise a deep ITM call the day before a massive ex-dividend date, thereby forfeiting the dividend yield to the option writer. ## Verification Run `python scripts/test_american_vs_european_style_option_exercise_handling.py` to assert that non-dividend calls are strictly blocked from early exercise, while deep ITM puts and dividend-captured calls correctly trigger the exercise logic. ## Related Skills - `options-pin-risk-management-at-expiry` - `early-exercise-assignment-risk-management`