Transform messy ideas into structured AI-ready prompts, workflows, and tool recommendations — instantly.
PromptWS is an AI-powered web application that takes your raw, unstructured ideas and converts them into:
- ✅ Structured step-by-step workflows — complete with scripts, prompts, and upload metadata
- ✅ Copy-paste-ready AI prompts — optimised for tools like Midjourney, Runway ML, ElevenLabs, Suno, and 200+ others
- ✅ Smart tool recommendations — with pricing, links, and beginner-friendliness ratings
- ✅ Auto-category detection — video, image, blog, music, resume, and more
- ✅ Alternative creative versions and pro tips for every workflow
Whether you want to create a YouTube video, generate an AI image, write a blog post, or plan a startup — just describe your idea and PromptWS builds the entire workflow for you.
| Feature | Description |
|---|---|
| 🔮 Auto-Detect Mode | AI automatically detects the category (video, image, blog, etc.) from your description |
| 🎬 Multi-Step Workflows | Generates complete workflows with 3–5 structured steps (scripts, prompts, metadata) |
| 🤖 200+ AI Tool Database | Recommends the best AI tools with pricing, links, and quality ratings |
| 📋 One-Click Copy | Copy any prompt or content block with a single click |
| ⚡ Real-Time Streaming | Responses stream in real-time for an instant, responsive experience |
| 🔄 API Key Rotation | Automatic key rotation with multi-model fallback for reliability |
| 📱 Responsive Design | Fully responsive UI that works on desktop, tablet, and mobile |
- Frontend: Next.js 16 · React 19 · CSS Modules
- Backend: Next.js API Routes (server-side streaming)
- AI Engine: Groq (Llama 3.3 70B, Llama 4 Scout, Qwen3 32B)
- Language: JavaScript (ES Modules)
- Node.js 18+ and npm
- A free Groq API key — Get one here
# 1. Clone the repository
git clone https://github.com/PrashantPKP/Intelligent-Prompt-Workspace.git
cd Intelligent-Prompt-Workspace
# 2. Install dependencies
npm install
# 3. Set up environment variables
cp .env.example .env.local
# Open .env.local and add your Groq API key(s)
# 4. Start the development server
npm run dev- Describe your idea — Type what you want to create in natural language
- Pick a category (optional) — Or let the AI auto-detect it
- Get your workflow — Receive structured steps with:
[CONTENT]steps: actual written content (scripts, bios, emails)[PROMPT]steps: copy-paste prompts for AI tools (Midjourney, Runway, etc.)
- Copy & create — Use the one-click copy buttons and paste into the recommended AI tools
Contributions are welcome! Feel free to:
- Fork the repository
- Create a feature branch (
git checkout -b feature/amazing-feature) - Commit your changes (
git commit -m 'Add amazing feature') - Push to the branch (
git push origin feature/amazing-feature) - Open a Pull Request
Prashant Parshuramkar
This project is open source and available under the MIT License.
Made with ❤️ by Prashant Parshuramkar