Clarifier

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Inspiration

Many people struggle to turn messy ideas into actionable plans. In hackathons, early-stage startups, and for aspiring writers, ideas often remain scattered in the head, unstructured, and hard to start building on. We wanted to create a tool that clarifies ideas instantly, providing structure and guidance so users know what to focus on next.

What it does

Clarifier is a lightweight AI-powered web app that helps users turn unstructured ideas into clear, actionable problem statements.

It takes a messy input and outputs:

Refined problem statement
Target users
Suggested solution direction
Key assumptions and risks It’s designed for hackathon teams, founders, students, and writers who need clarity before starting to build.

How we built it

Frontend: React + Vite
AI: LLM API for structured text generation
Hosting: c
Single-page UI with one input box and four output blocks for structured clarity The focus was on simplicity: one screen, one action → instant structured output.

Challenges we ran into

Handling messy, incomplete inputs reliably
Designing prompts that produce consistent, readable, and actionable output
Building a working demo in under 5 hours while keeping it polished
Ensuring the output is useful without overcomplicating the interface

Accomplishments that we're proud of

-Created a fully functional, deployable prototype in <5 hours

Designed a tool that instantly transforms scattered ideas into actionable guidance
Made a clear, single-screen UI that is easy for anyone to understand
Built a flexible AI-powered system that can be extended for writers, developers, and hackathon teams