Description / About the project: Every important decision gets made with incomplete thinking. People either overthink emotionally or underthink logically. There's no structured way to pressure-test a decision from multiple angles before committing. ClarityAI solves this by analysing any decision through three frameworks simultaneously — First Principles, Devil's Advocate, and Expected Value — and delivering a structured dashboard with scores, scenario breakdowns, and a final recommendation with confidence level.
Problem it solves: Humans make poor decisions under uncertainty. Cognitive biases, emotional noise, and lack of structured thinking lead to bad outcomes in career, business, and financial decisions. ClarityAI brings structured analytical thinking to anyone, instantly.
Challenges I ran into:
Engineering a single prompt that returns consistent, parseable JSON across all three frameworks simultaneously Handling cases where the AI wraps JSON in markdown code fences and stripping them before parsing Building a clean UI that makes complex analytical output feel simple and readable
Technologies used:
React Vite Node.js Express Groq API Llama 3.3 70B
Built With
- api
- express.js
- groq
- llama
- node.js
- react
- vite
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