Uae Compliance Engine

D 51 completed
Ai Ml
web_app / json · small
50
Files
28,327
LOC
2
Frameworks
5
Languages

Pipeline State

completed
Run ID
#371166
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
62.47
Framework unique
Isolation
Last stage change
2026-05-10 03:35:10
Deduplication group #47893
Member of a group with 13 similar repo(s) — this repo is canonical view group →
Top concepts (2)
Project DescriptionWeb Frontend
Repobility analyzer · published findings · https://repobility.com

AI Prompt

Create a prototype compliance monitoring system for the UAE Government Services Sector. I need a web application built with Next.js and React that allows users to submit citizen feedback. The system must use AI to classify complaints against the Emirates Code for Government Services (134 rules) and manage the compliance lifecycle. Include roles for Government Reviewer (with a dashboard and review inbox), Citizen (for submitting feedback), and Entity Representative (for viewing notifications and submitting evidence). The app should use SQLite for data persistence and include features for viewing analytics, confirming complaints, and closing cases.
next.js react typescript web-app ai compliance sqlite dashboard feedback javascript
Generated by gemma4:latest

Catalog Information

The UAE Compliance Engine is a prototype monitoring system for the UAE Government Services Sector that receives citizen feedback, classifies complaints using AI, and manages compliance lifecycle.

Description

This project is a compliance monitoring system designed for the UAE Government Services Sector. It allows citizens to submit feedback, which is then processed by an AI engine that matches it against the Emirates Code for Government Services (134 rules). The system also enables government reviewers to review and verify complaints, while entity representatives can view notifications and submit evidence. The project uses Next.js, TailwindCSS, SQLite, and Claude API.

الوصف

هذا المشروع هو نظام مراقبة التزامي مصمم للقطاع الحكومي الخدماتي في الإمارات العربية المتحدة. يسمح للمواطنين بإرسال تعليقاتهم، والتي يتم بعد ذلك معالجتها بواسطة محرك الذكاء الاصطناعي الذي يقارنها بموجب قواعد قانون الخدمات الحكومية (134 قاعدة). كما يمكن للمراقبين الحكوميين مراجعة وتصديق الشكاوى، بينما يمكن ممثلي الأطراف المشاركة في المشروع رؤية الإشعارات وتقديم أدلة. يستخدم المشروع Next.js و TailwindCSS و SQLite و Claude API.

Novelty

7/10

Tags

compliance monitoring citizen-feedback ai-classification government-services rule-based-system

Technologies

anthropic nextjs react recharts tailwind

Claude Models

claude-opus-4.6

Quality Score

D
51.4/100
Structure
36
Code Quality
86
Documentation
33
Testing
0
Practices
68
Security
75
Dependencies
60

Strengths

  • Consistent naming conventions (snake_case)

Weaknesses

  • 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
  • 534 duplicate lines detected \u2014 consider DRY refactoring
  • 3 'god files' with >500 LOC need decomposition

Recommendations

  • 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

8.1h
Tech Debt (A)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (1)
Repobility · MCP-ready · https://repobility.com
ISC
License
6.3%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

json
80.9%
typescript
18.1%
markdown
0.9%
javascript
0.0%
css
0.0%

Frameworks

React Next.js

Concepts (2)

Per-row analysis by Repobility · https://repobility.com
CategoryNameDescriptionConfidence
Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/
auto_descriptionProject DescriptionPrototype compliance monitoring system for the UAE Government Services Sector. Receives citizen feedback, uses AI to classify complaints, matches them against the Emirates Code for Government Services (134 rules), and manages the full compliance lifecycle.80%
auto_categoryWeb Frontendweb-frontend70%

Quality Timeline

1 quality score recorded.

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