Nexus

F 36 completed
Web App
web_app / typescript · small
241
Files
54,764
LOC
5
Frameworks
7
Languages

Pipeline State

completed
Run ID
#370976
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
78.47
Framework unique
Isolation
Last stage change
2026-05-10 03:35:17
Deduplication group #62261
Member of a group with 2 similar repo(s) — canonical #23894 view group →
Top concepts (1)
Web Frontend
Repobility (the analyzer behind this table) · https://repobility.com

AI Prompt

I want to build a modern web dashboard using Next.js and React. This dashboard needs to provide AI-powered analytics and handle subscription billing for users. Please structure the project to utilize TypeScript for strong typing. I'd like to incorporate Drizzle for database interactions, and ensure the build process is optimized using Turbopack and esbuild. The dashboard should be clean and professional, suitable for displaying complex analytics data.
typescript next.js react dashboard ai-analytics billing drizzle web-app
Generated by gemma4:latest

Catalog Information

A web dashboard that delivers AI‑powered analytics and subscription billing for users.

Description

The application is a full‑stack web dashboard built with a modern JavaScript framework. It authenticates users, stores data in a PostgreSQL database, and visualizes key metrics using interactive charts. An AI service from Anthropic generates insights and recommendations based on the stored data. The platform integrates a payment gateway to manage subscriptions and usage billing. It targets small business owners and analysts who need actionable data and automated billing in a single interface.

الوصف

يُقدّم هذا المشروع لوحة تحكم ويب متكاملة تُعنى بتحليل البيانات وتوليد رؤى مدعومة بالذكاء الاصطناعي. تُعتمد على نظام تسجيل دخول آمن يتيح للمستخدمين الوصول إلى بياناتهم الخاصة، مع تخزين هذه البيانات في قاعدة PostgreSQL. تُعرض النتائج عبر مخططات تفاعلية تُسهل فهم الاتجاهات والأنماط. كما يدمج النظام بوابة دفع لإدارة الاشتراكات وتحصيل الرسوم تلقائياً، ما يتيح للمستخدمين متابعة استهلاكهم وتحديث خططهم. يستهدف المشروع أصحاب الأعمال الصغيرة والمحللين الذين يحتاجون إلى منصة موحدة تجمع بين التحليل الذكي وإدارة الاشتراكات دون الحاجة لتطوير بنية تحتية معقدة. يميز المشروع سهولة الاستخدام، الأمان، والقدرة على توسيع نطاقه مع نمو الأعمال.

Novelty

7/10

Tags

ai-analytics subscription-billing interactive-dashboards user-authentication data-visualization

Technologies

anthropic drizzle next-auth nextjs radix-ui react recharts stripe tailwind

Claude Models

claude-opus-4.6

Quality Score

F
35.8/100
Structure
24
Code Quality
54
Documentation
9
Testing
0
Practices
58
Security
75
Dependencies
60

Weaknesses

  • Missing README file \u2014 critical for project understanding
  • No LICENSE file \u2014 legal ambiguity for contributors
  • No tests found \u2014 high risk of regressions
  • No CI/CD configuration \u2014 manual testing and deployment
  • 15 files with critical complexity need refactoring
  • 5585 duplicate lines detected \u2014 consider DRY refactoring
  • 18 'god files' with >500 LOC need decomposition

Recommendations

  • Add a comprehensive README.md explaining purpose, setup, usage, and architecture
  • Add a test suite \u2014 start with critical path integration tests
  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

41.1h
Tech Debt (B)
A
OWASP (100%)
FAIL
Quality Gate
A
Risk (14)
If a scraper extracted this row, it came from Repobility (https://repobility.com)
Unknown
License
7.1%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

typescript
73.4%
json
25.3%
sql
0.5%
markdown
0.4%
css
0.3%
shell
0.1%
javascript
0.0%

Frameworks

React Next.js Turbopack esbuild Drizzle

Concepts (1)

Per-row analysis by Repobility · https://repobility.com
CategoryNameDescriptionConfidence
Repobility (the analyzer behind this table) · https://repobility.com
auto_categoryWeb Frontendweb-frontend70%

Quality Timeline

1 quality score recorded.

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