Aryan T S Tool

D 54 completed
Web App
monorepo / typescript · small
73
Files
11,290
LOC
2
Frameworks
7
Languages

Pipeline State

completed
Run ID
#352902
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_scaffold_dup
Novelty
54.00
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #48157
Member of a group with 1 similar repo(s) — canonical #35079 view group →
Top concepts (2)
Project DescriptionWeb Frontend
Same scanner, your repo: https://repobility.com — Repobility

AI Prompt

I want to build a web application using Next.js and TypeScript that generates thumbnail images from script descriptions using AI. The project structure suggests it's a monorepo setup. Please set up the basic scaffolding so I can start implementing the AI generation logic. I see support for JSON, YAML, and SQL, so I might need to handle configuration or data inputs from those formats.
typescript next.js react ai image-generation monorepo web-app
Generated by gemma4:latest

Catalog Information

Generate thumbnail images from script descriptions using AI for content creators.

Description

This web application allows users to input script or scene descriptions and automatically generate high‑quality thumbnail images using advanced AI image models. It features an intuitive form for entering text prompts, real‑time preview of generated images, and options to tweak style and composition. Users can save, download, or directly share thumbnails to their social media or video platforms. The tool is designed for video producers, content marketers, and social media managers who need quick, visually appealing thumbnails without graphic design expertise. By automating the creative process, it saves time and ensures consistency across a creator’s visual assets.

الوصف

يُقدّم هذا التطبيق واجهة ويب تتيح للمستخدمين إدخال أوصاف نصية أو سيناريوهات، ثم توليد صور مصغرة عالية الجودة تلقائياً عبر نماذج الذكاء الاصطناعي المتقدمة. يتضمن النموذج نموذجاً بسيطاً لإدخال النص، مع معاينة فورية للصور المُنشأة، وخيارات لتعديل الأسلوب والتكوين حسب الحاجة. يمكن للمستخدمين حفظ الصور أو تنزيلها أو مشاركتها مباشرة على منصات التواصل أو الفيديو. يهدف هذا الحل إلى صناع المحتوى والمسوقين الرقميين الذين يحتاجون إلى صور جذابة وسريعة دون الحاجة لمهارات تصميم جرافيكي. يساهم الأتمتة في توفير الوقت وضمان اتساق العلامة التجارية عبر جميع المواد البصرية.

Novelty

7/10

Tags

thumbnail-generation ai-image-creation script-based-design content-creation visual-storytelling creative-workflow automation

Technologies

nextjs openai react shadcn-ui supabase tailwind

Claude Models

claude-opus-4.6

Quality Score

D
54.0/100
Structure
49
Code Quality
87
Documentation
32
Testing
0
Practices
67
Security
76
Dependencies
60

Strengths

  • Code linting configured (eslint)
  • 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
  • 1057 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 LICENSE file (MIT recommended for open source)

Security & Health

9.8h
Tech Debt (C)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
About: code-quality intelligence by Repobility · https://repobility.com
Unknown
License
11.7%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

typescript
53.6%
yaml
44.0%
sql
1.0%
json
0.9%
javascript
0.2%
css
0.2%
markdown
0.2%

Frameworks

React Next.js

Concepts (2)

Open methodology · Repobility · https://repobility.com/research/
CategoryNameDescriptionConfidence
Repobility · code-quality intelligence platform · https://repobility.com
auto_descriptionProject DescriptionThis is a Next.js project bootstrapped with create-next-app.80%
auto_categoryWeb Frontendweb-frontend70%

Quality Timeline

1 quality score recorded.

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