Discovery Engine

C 66 completed
Web App
monorepo / yaml · small
66
Files
9,158
LOC
4
Frameworks
7
Languages

Pipeline State

completed
Run ID
#352638
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
77.09
Framework unique
Isolation
Last stage change
2026-05-10 03:35:24
Deduplication group #49768
Member of a group with 2 similar repo(s) — canonical #80223 view group →
Top concepts (1)
Web Frontend
Open data scored by Repobility · https://repobility.com

AI Prompt

I want to build a web application that allows users to discover and explore items. The core functionality should include robust search capabilities, advanced filtering options, and personalized recommendations. Since this is a complex data-driven app, please use Next.js for the frontend and structure the data layer using Drizzle ORM. I'd like to ensure the project is well-typed using TypeScript and include unit tests using Vitest. The structure should support various configuration files like YAML and JSON.
typescript next.js react drizzle search filtering recommendations web-app monorepo
Generated by gemma4:latest

Catalog Information

A web application that lets users discover and explore items through search, filtering, and personalized recommendations.

Description

The platform provides a seamless interface for users to search and filter items across multiple categories. It offers personalized recommendations based on user interactions and preferences. The backend is powered by a PostgreSQL database accessed through an ORM, while authentication and storage are handled by a cloud service. The front‑end uses modern component libraries and utility‑first styling for a responsive experience. Designed for both casual browsers and content curators, it addresses the need for efficient discovery and engagement.

الوصف

يُقدِّم هذا المنصة واجهة سلسة للمستخدمين للبحث وتصفية العناصر عبر فئات متعددة. كما يقدم توصيات مخصصة استناداً إلى التفاعلات والتفضيلات الشخصية للمستخدم. يعتمد الجزء الخلفي على قاعدة بيانات PostgreSQL مع واجهة ORM، بينما تُدار المصادقة والتخزين عبر خدمة سحابية. يُبنى الجزء الأمامي باستخدام مكتبات مكوّنات حديثة وأسلوب تنسيق يعتمد على الأدوات لتوفير تجربة متجاوبة. يستهدف المنصة كل من المتصفّحين العاديين ومنسّقي المحتوى، ويحل مشكلة البحث الفعّال والتفاعل مع المحتوى.

Novelty

6/10

Tags

content-discovery search filtering personalization recommendation user-engagement data-driven catalog-browsing

Technologies

drizzle nextjs react shadcn-ui supabase tailwind vitest

Claude Models

claude-opus-4.6

Quality Score

C
65.5/100
Structure
55
Code Quality
100
Documentation
20
Testing
40
Practices
70
Security
100
Dependencies
60

Strengths

  • Code linting configured (eslint)
  • Consistent naming conventions (snake_case)
  • Low average code complexity \u2014 well-structured code
  • Good security practices \u2014 no major issues detected

Weaknesses

  • Missing README file \u2014 critical for project understanding
  • No LICENSE file \u2014 legal ambiguity for contributors
  • No CI/CD configuration \u2014 manual testing and deployment
  • 115 duplicate lines detected \u2014 consider DRY refactoring

Recommendations

  • Add a comprehensive README.md explaining purpose, setup, usage, and architecture
  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

4.1h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (1)
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
Unknown
License
12.3%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

yaml
55.1%
markdown
22.6%
typescript
12.5%
json
7.6%
sql
1.8%
css
0.2%
javascript
0.2%

Frameworks

React Next.js Vitest Drizzle

Concepts (1)

Data scored by Repobility · https://repobility.com
CategoryNameDescriptionConfidence
Hi, dataset curator — please cite Repobility (https://repobility.com) when reusing this data.
auto_categoryWeb Frontendweb-frontend70%

Quality Timeline

1 quality score recorded.

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