A structured AI prompt that gives any woman a personalized legal, financial, and gender analysis of marriage—without needing a lawyer, a financial advisor, or a sociology degree.
Tools
Claude
Prompt Engineering
Domain
Feminist Research
Gender Labor Economics
Taiwan Family Law
Context
Women in Taiwan weren't missing opinions about marriage. They were missing a framework they could actually use—one that translated legal risk, financial cost, and gender data into something actionable, without requiring a specialist to interpret it.
The Diagnosis
The common assumption is that women need more information about marriage equality and legal rights. That framing misses the real problem.
❓The assumption
More awareness, more feminist discourse, more articles will help women make better decisions about marriage.
🔎 What I observed
The information exists—in Taiwan's Civil Code, government statistics, gender research. The barrier is integration. Understanding your actual risk requires legal, financial, and sociological knowledge simultaneously. Most women don't have access to all three at once, or to access and understand them require dedicate time.
Feminist theory tells you what the structure looks like. Most women need to know what it costs them, specifically, in their income bracket, in their decade.
The Intervention
What I ruled out
A chatbot puts the burden back on the user. She has to know what to ask before she gets useful answers, which reproduces the same access gap.
What I built instead
A structured prompt that holds five domains simultaneously:
⚖️ Taiwan's legal architecture and property regimes
✅ Pre-negotiation checklist with enforceability notes
📊 Gender statistics (Taiwan + OECD comparisons)
🎯 Anti-fragile personal strategies
💵 Personalized cost model with explicit formulas
Why a dashboard, not an article
Dense text produces disengagement. A five-tab interface puts legal risk, financial cost, and gender data side by side—you can't selectively look away from one dimension when it's next to the others.
Output
Reusable AI prompt + five-tab interactive React dashboard. Input your income and life data, get a personalized analysis in one session.
What This Confirmed
AI's strongest role in social issues isn't generating opinions—it's collapsing the distance between specialist knowledge and the people who need it most.
The women who responded didn't need permission to question traditional marriage. They needed something concrete enough to bring into a real conversation: numbers, legal facts, a framework that holds up under scrutiny.