Sweet & Salty AI Feedback

Inspiration

People often need different types of feedback depending on their situation. Sometimes they need emotional encouragement, and other times they need strict, objective criticism to improve their work. We wanted to build an AI that caters to both needs.

What it does

"Sweet & Salty AI Feedback" analyzes user inputs and provides two contrasting styles of feedback. The "Sweet" mode gives gentle, encouraging, and positive reviews. The "Salty" mode delivers brutally honest, sharp, and direct critiques.

How we built it

We integrated the OpenAI API to generate context-aware feedback. We engineered specific system prompts to distinctly separate the "Sweet" and "Salty" personas while maintaining the helpfulness of the core feedback.

Challenges we ran into

The main challenge was prompt engineering. It was difficult to make the "Salty" mode harsh enough without being unhelpful or generating policy-violating responses.

Built With

• javascript
• next.js
• openai
• prompt-engineering
• typescript