Map My Seat Flyio

C 68 completed
Web App
monorepo / json · small
180
Files
38,626
LOC
3
Frameworks
7
Languages

Pipeline State

completed
Run ID
#369980
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
77.00
Framework unique
Isolation
Last stage change
2026-05-10 03:35:17
Deduplication group #54876
Member of a group with 3 similar repo(s) — this repo is canonical view group →
Top concepts (2)
Project DescriptionWeb Backend
Repobility · severity-and-effort ranking · https://repobility.com

AI Prompt

Create an automated seating chart generator for K-12 teachers. I need the application to handle student input and classroom layout design. Key features must include smart seating algorithms like alphabetical, randomized, and high-low academic pairing, along with accommodations for ESE, ELL, 504, and EBD students. The frontend should support drag-and-drop for flexible classroom layouts and a dark mode toggle. For the backend, use Express and PostgreSQL, ensuring the API supports managing multiple classes and handling JWT authentication for protected routes. The stack should leverage React, Vite, and Chakra UI on the frontend.
react vite express postgresql javascript seating-chart k-12 web-app frontend backend ssr
Generated by gemma4:latest

Catalog Information

map-my-seat is an automated seating chart generator designed specifically for K-12 teachers to streamline their classroom setup.

Description

Map-my-seat is a tool that helps K-12 teachers create and manage seating charts for their classrooms. It automates the process of arranging students, making it easier to organize classes and reduce conflicts. The tool can be integrated with existing school databases or used standalone. Map-my-seat supports multiple classroom layouts and allows teachers to save and reuse seating arrangements.

الوصف

هو أداة تساعد المعلمين في المدارس الثانوية على إنشاء وتحليل مخططات المقاعد في الفصل الدراسي. يتيح للمعلمين إنشاء مخططات مقاعد تلقائيًا، مما يجعل من السهل تنظيم الفصول الدراسية وتقليل الصراعات. يمكن دمج الأداة مع قواعد البيانات المدرسية أو استخدامها بشكل مستقل.

Novelty

5/10

Tags

seating-chart classroom-management teacher-tool student-organization school-administration

Technologies

express

Claude Models

claude-opus-4.5

Quality Score

C
67.5/100
Structure
52
Code Quality
95
Documentation
55
Testing
50
Practices
64
Security
82
Dependencies
60

Strengths

  • Good test coverage (55% test-to-source ratio)
  • Good security practices \u2014 no major issues detected

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No CI/CD configuration \u2014 manual testing and deployment
  • Potential hardcoded secrets in 1 files
  • 1647 duplicate lines detected \u2014 consider DRY refactoring
  • 1 '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)
  • Move hardcoded secrets to environment variables or a secrets manager

Security & Health

15.6h
Tech Debt (A)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (1)
Repobility's GitHub App fixes findings like these · https://github.com/apps/repobility-bot
Unknown
License
10.4%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

json
48.7%
javascript
32.1%
markdown
18.5%
sql
0.3%
typescript
0.3%
css
0.2%
html
0.0%

Frameworks

Express Jest Vite

Concepts (2)

Generated by the Repobility scanner · https://repobility.com
CategoryNameDescriptionConfidence
Same scanner, your repo: https://repobility.com — Repobility
auto_descriptionProject DescriptionAutomated seating chart generator for K-12 teachers80%
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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