Structure

Layers are inferred from where files sit in the tree, not from reading the code. A project that names its directories unconventionally will read oddly here — open the file browser to check anything the diagram implies.

Languages

Share of indexed source by file size. Binary and vendored files are excluded.

Dependencies

Declared in the repository’s manifests at the indexed commit. A declared package is not proof it is used, and runtime dependencies are listed first.

Feature verification

• AI-generated upcycling challenge/inspiration using Google GeminiVerified

  AI inspires customers to make beautiful projects with trash by generating creative upcycling project ideas

  Claimed on Devposthigh confidence

  • sustainableshowcase-backend/server.js:86 — Calls Gemini generateContent with a prompt asking for a creative upcycling project instruction based on the uploaded image
  • sustainableshowcase-frontend/src/app/getstarted/page.tsx:134 — Renders the returned geminiResponse text as markdown for the user
• Express.js backendVerified

  Built with express.js

  Claimed on Devposthigh confidence

  • sustainableshowcase-backend/server.js:1 — require("express") and app defined/listening
  • sustainableshowcase-backend/package.json — express listed as a dependency
• Global leaderboard of user creationsVerified

  Uploaded creations are displayed on a global leaderboard

  Claimed on readmehigh confidence

  • sustainableshowcase-backend/server.js:140 — GET /leaderboard returns all users with base64-encoded images
  • sustainableshowcase-frontend/src/app/leaderboard/page.tsx:11 — Fetches /leaderboard and renders each user's image in a grid
• MongoDB databaseVerified

  Built with mongodb

  Claimed on Devposthigh confidence

  • sustainableshowcase-backend/server.js:18 — mongoose.connect to MONGO_URI, User schema/model defined and used for storing uploads
• Next.js frontendVerified

  Built with nextjs

  Claimed on Devposthigh confidence

  • sustainableshowcase-frontend/src/app/page.tsx:1 — Next.js App Router page component using 'use client' and next/image
  • sustainableshowcase-frontend/package.json — next dependency present
• Node.js runtimeVerified

  Built with node.js

  Claimed on Devposthigh confidence

  • sustainableshowcase-backend/package.json — npm scripts run server.js under Node.js ("start": "node server.js")
• React UIVerified

  Built with react

  Claimed on Devposthigh confidence

  • sustainableshowcase-frontend/src/components/BubblyButton.tsx — React component used across pages
• Tailwind CSS stylingVerified

  Built with tailwind

  Claimed on Devposthigh confidence

  • sustainableshowcase-frontend/tailwind.config.ts — Tailwind config present and utility classes used throughout page.tsx files
• Upload finished user creationVerified

  After completing the upcycling project, users upload a photo of their creation

  Claimed on readmehigh confidence

  • sustainableshowcase-backend/server.js:114 — POST /upload-creation saves the user's creation image to MongoDB
  • sustainableshowcase-frontend/src/app/getstarted/page.tsx:59 — handleCreationUpload posts the creation image to /upload-creation
• Upload photo of Pepsi/PepsiCo product for AI analysisVerified

  Users upload a picture of a PepsiCo product which is analyzed by AI

  Claimed on readmehigh confidence

  • sustainableshowcase-backend/server.js:45 — POST /upload accepts an image via multer, saves it, and sends it to Gemini for analysis
  • sustainableshowcase-frontend/src/app/getstarted/page.tsx:27 — handleImageUpload posts the image to the /upload endpoint
• Verifies uploaded object is a Pepsico productVerified

  AI checks whether the uploaded image is actually a Pepsico product using a product list

  Claimed on readmehigh confidence

  • sustainableshowcase-backend/server.js:83 — Reads uploads/pepsico.txt product list and includes it in the Gemini prompt to check if the image is a Pepsico product
  • sustainableshowcase-backend/uploads/pepsico.txt — Product list file referenced by the prompt exists in the repo
• AI scoring of submissions against a rubricClaimed only

  Gemini assigns your submission a score based on its rubric, and the world can show love (likes) as well

  Claimed on readmehigh confidence

An AI agent derived these features from the project’s Devpost page and readme, then searched the code for each one. Verified features are backed by cited code; claimed-only features had no supporting code, which is not by itself proof a feature is missing.