Class Reflection

F 49 completed
Web App
web_app / html · tiny
24
Files
7,221
LOC
2
Frameworks
4
Languages

Pipeline State

completed
Run ID
#369081
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
59.79
Framework unique
Isolation
Last stage change
2026-05-10 03:35:24
Deduplication group #49294
Member of a group with 19 similar repo(s) — canonical #29441 view group →
Top concepts (1)
Web Frontend
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/

AI Prompt

I want to build a modern web application using Next.js and React that allows users to manage and interact with data stored in a PostgreSQL database. The interface should be built using HTML, TypeScript, and CSS. Please structure the project to handle data interactions seamlessly, and include a mechanism for managing and viewing the data within the application.
next.js react typescript html css web-app postgresql data-management
Generated by gemma4:latest

Catalog Information

A web application that allows users to manage and interact with data stored in a PostgreSQL database via a modern interface.

Description

Built with Next.js and React, this web application provides a clean, responsive interface for interacting with a PostgreSQL database. It leverages Supabase for authentication, real‑time data sync, and serverless functions, enabling developers to focus on business logic rather than infrastructure. Users can perform full CRUD operations, view live updates, and manage access control through a simple login flow. The design prioritizes speed and usability, making it suitable for small teams and rapid prototyping. It solves the common pain of setting up a backend by bundling database, auth, and API in one cohesive stack.

الوصف

يتيح هذا التطبيق للمستخدمين إدارة وتعديل البيانات المخزنة في قاعدة PostgreSQL عبر واجهة ويب حديثة وسهلة الاستخدام. يعتمد على إطار عمل Next.js لتقديم تجربة سريعة ومتجاوبة، مع React لبناء مكونات تفاعلية. يوفر نظام تسجيل دخول آمن يتيح التحكم في الوصول إلى البيانات، مع دعم للمصادقة عبر Supabase. يدعم التطبيق التحديثات اللحظية للبيانات، بحيث يعكس أي تعديل فوراً في جميع الجلسات المتزامنة. يهدف إلى تسهيل عمليات CRUD (إنشاء، قراءة، تحديث، حذف) دون الحاجة لكتابة استعلامات SQL يدوية. يستهدف المطورين وأصحاب الأعمال الصغيرة الذين يحتاجون إلى حل سريع وموثوق لإدارة بياناتهم عبر الإنترنت.

Novelty

4/10

Tags

data-management user-authentication real-time-updates responsive-ui crud-operations database-integration modern-web-interface developer-productivity

Technologies

nextjs react supabase

Claude Models

claude-opus-4.6 claude-opus-4.5

Quality Score

F
48.9/100
Structure
32
Code Quality
84
Documentation
7
Testing
0
Practices
74
Security
92
Dependencies
60

Strengths

  • 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 tests found \u2014 high risk of regressions
  • No CI/CD configuration \u2014 manual testing and deployment
  • 352 duplicate lines detected \u2014 consider DRY refactoring
  • 1 '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

6.6h
Tech Debt (C)
A
OWASP (100%)
FAIL
Quality Gate
A
Risk (14)
Repobility (the analyzer behind this table) · https://repobility.com
ISC
License
16.7%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

html
33.5%
typescript
30.8%
json
18.6%
css
17.1%

Frameworks

React Next.js

Concepts (1)

Data scored 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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