DraftWise

An AI-powered PRD Improver

DraftWise transforms a raw draft PRD into a well-structured, comprehensive final document by simulating professional team debates among domain-specific AI agents.

What is DraftWise?

DraftWise is an AI-driven tool designed to enhance Product Requirement Documents (PRDs). It takes in a basic draft PRD as input, simulates a debate among multiple role-specific sub-agents (like UX leads, finance managers, DevOps engineers, and more), and outputs a polished, complete PRD.

These sub-agents are selected based on the content of the draft PRD and work collaboratively (and sometimes competitively!) to ensure all important aspects of product development are covered — from UX to deployment, from costs to compliance.

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How it Works

1. Input Draft: Users provide a raw PRD draft as input.
2. Agent Debate: Domain-specific AI agents are dynamically selected to critique and suggest improvements through a structured debate.
3. Final Synthesis: DraftWise synthesizes all feedback into a coherent, improved PRD.

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Project Structure

DraftWise
├── pages/api/
│   ├── debate.ts                  # Streams agent responses (debate flow)
│   ├── download-pdf.ts            # Generate downloadable PRD PDF
│   ├── save-prd.ts                # Saves PRD
│   ├── select-agents.ts           # Auto-selects agents based on PRD content
│   └── synthesize-prd.ts          # Final synthesis of agent inputs
├── public/avatars/                # Agent profile images
├── src/
│   ├── app/                       # Global app layout, styles
│   ├── components/                # UI + functional components
│   │   ├── prd-input.tsx          # PRD input box
│   │   ├── debate-panel.tsx       # Live agent debate UI
│   │   ├── agent-list.tsx         # Displays selected agents
│   │   └── PRDDisplay.tsx         # Final PRD output viewer
│   └── lib/                       # Core logic and helpers
│       ├── agents.ts              # Agent metadata and behavior logic
│       ├── api.ts                 # API functions
│       ├── gates.ts               # Concurrency + timeout guards
│       ├── security.ts            # In-memory rate limiter
│       └── utils.ts               # Utility functions

Powered By

• React + Next.js – Fast, modern web framework.
• shadcn/ui – Beautiful UI components using Radix and Tailwind.
• Tailwind CSS – Utility-first styling.
• TypeScript – Strong typing for safer code.
• Server-Sent Events (SSE) – Real-time streaming of agent debates.
• Gemini (via Vercel AI SDK + Google provider) – Role-based agent responses and synthesis logic.

Setup Instructions

1. Clone the Repository

git clone https://github.com/nerdylua/DraftWise.git
cd DraftWise

2. Install Dependencies

npm install

3. Environment Variable

Create .env.local and add:

GOOGLE_GENERATIVE_AI_API_KEY=your_api_key_here

Replace your_api_key_here with your actual Gemini API key.

4. Run the Development Server

npm run dev

Then open your browser and visit http://localhost:3000

5. Build and start (production)

npm run build
npm start

By default the server runs on http://localhost:3000

Features

1. Draft PRD parsing and context extraction
2. Dynamic agent selection based on content
3. Simulated live debate with streaming responses
4. Auto-synthesis of agent recommendations
5. PDF export of final PRD
6. Beautiful, developer-friendly UI

License

This project is licensed under the terms of the MIT License.

Contributing

Pull requests are welcome! For major changes, please open an issue first to discuss what you would like to change.