ScopeShift AI
ScopeShift AI is a rapid-prototyping copilot for Product Managers.
Core trick
Turns a scenario into structured feature specs with acceptance criteria, then generates a runnable FastAPI project as a ZIP.
Description
ScopeShift AI is a rapid-prototyping copilot for Product Managers. Enter a scenario and it generates developer-ready features with acceptance criteria, test specs, and code templates. A built-in Consistency Check catches gaps; “Suggest Next Features” proposes safe V1s. With one click, ScopeShift exports a JSON spec and Build Code (ZIP) produces a runnable project (tests + API). For the demo, I generated a Plant Watering assistant (FastAPI) with add/list/water flows and image upload, V0 mock. It’s an end-to-end path from idea → scope → tests → running app.
README excerpt
<div align="center"> <img width="1200" height="475" alt="GHBanner" src="https://github.com/user-attachments/assets/0aa67016-6eaf-458a-adb2-6e31a0763ed6" /> </div> # Run and deploy your AI Studio app This contains everything you need to run your app locally. View your app in AI Studio: https://ai.studio/apps/drive/1f-4VAVZSfuyMY3QCYP0x9RrVIbB0_fOv ## Run Locally **Prerequisites:** Node.js 1. Install dependencies: `npm install` 2. Set the `GEMINI_API_KEY` in [.env.local](.env.local) to your Gemini API key 3. Run the app: `npm run dev`