Can I vibe code Junip?

Build a full-stack custom Shopify Product Review system using Next.js, Supabase Postgres, and Tailwind CSS.

1. DATA MODEL:
Create a Supabase Postgres schema with:
- products: id, shopify_product_id, title, handle
- orders: id, shopify_order_id, customer_email, fulfilled_at
- reviews: id, product_id, order_id, rating (1-5 integer), author_name, title, body, status ('pending', 'approved', 'rejected'), verified_buyer (boolean), created_at
- review_media: id, review_id, url, media_type ('image'|'video')

2. SHOPIFY WEBHOOKS & EMAIL FLOW:
- Create an API route /api/webhooks/shopify/orders-fulfilled to ingest Shopify order webhooks.
- Store the order record and schedule a post-purchase email via Resend API 14 days after fulfillment.
- The email contains a secure signed token URL linking directly to a review submission form page for the specific line items.

3. STOREFRONT WIDGET & API:
- Build API endpoints:
  - GET /api/reviews?product_id=X: Returns approved reviews, average rating, and rating count breakdown.
  - POST /api/reviews/submit: Accepts form payload with review content, rating, order token validation, and file uploads directly to Supabase Storage.
- Write lightweight embed JavaScript and Liquid Theme App Extension markup to display aggregate star ratings on product cards and a full review block (with filters, media gallery, and pagination) on product detail pages.
- Render Schema.org JSON-LD AggregateRating structured data on product pages for search engine indexing.

4. ADMIN MODERATION PANEL:
- Build a protected admin interface to view incoming pending reviews.
- Allow admins to approve, reject, edit, or respond to customer reviews.
- Include search and filter by star rating, status, or keyword.

5. SAFETY & ERROR HANDLING:
- Sanitize all text inputs using DOMPurify before storing or displaying.
- Restrict photo uploads to PNG/JPEG/WEBP under 5MB per file.
- Enforce strict single-review submission per purchased order item using HMAC verification tokens.

$ each button prefixes agent-specific run instructions · build your own product, never copy proprietary code, trademarks or designs