Cosmos Collective V2

C 64 completed
Web App
web_app / typescript · small
186
Files
32,167
LOC
5
Frameworks
9
Languages

Pipeline State

completed
Run ID
#356740
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_scaffold_dup
Novelty
59.67
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #52897
Member of a group with 2 similar repo(s) — canonical #24975 view group →
Top concepts (2)
Project DescriptionWeb Frontend
Repobility · severity-and-effort ranking · https://repobility.com

AI Prompt

Create a multi-spectrum astronomical data exploration platform using Next.js and TypeScript. I need several interactive features: a JWST Explorer with wavelength switching for specific nebulae, a Kepler Exoplanet Explorer to view 2,600+ planets with filtering options, and an interactive 3D Solar System visualization. Additionally, include an interactive Sky Map that allows panning and zooming across the celestial sphere, supporting layers for radio, infrared, and X-ray data. Please structure the project using Tailwind CSS for styling and utilize Prisma for any necessary data handling.
typescript next.js react astronomy data-visualization web-app tailwind prisma 3d
Generated by gemma4:latest

Catalog Information

The cosmos-collective project is a multi-spectrum astronomical data exploration platform designed for both professionals and amateur astronomers.

Description

Cosmos Collective is an open-source platform that enables users to explore and analyze multi-spectral astronomical data. It features citizen science components, allowing users to contribute to the analysis process. The platform utilizes Next.js and Prisma for efficient data management and visualization. With a focus on accessibility, Cosmos Collective aims to democratize access to complex astronomical data.

الوصف

هي منصة مفتوحة المصدر تتيح للمستخدمين استكشاف وتحليل البيانات الفلكية المتعددة الطيفية. تحتوي على مكونات علمية للجمهور، مما يسمح للمستخدمين بالمساهمة في عملية التحليل. تستخدم المنصة Next.js و Prisma لتحسين إدارة البيانات والتمثيل. مع التركيز على سهولة الوصول، تهدف منصة كوسموس كوليكتيف إلى تيسير الوصول إلى البيانات الفلكية المعقدة.

Novelty

7/10

Tags

astronomical-data citizen-science data-exploration multi-spectral-analysis open-source-platform

Technologies

framer-motion next-auth nextjs playwright prisma radix-ui react tailwind vitest zod

Claude Models

claude-opus-4.6 claude-sonnet-4.6 claude-sonnet-4.5

Quality Score

C
63.6/100
Structure
59
Code Quality
70
Documentation
69
Testing
55
Practices
54
Security
74
Dependencies
60

Strengths

  • CI/CD pipeline configured (github_actions)
  • Code linting configured (eslint)

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • 2 files with critical complexity need refactoring
  • Potential hardcoded secrets in 1 files
  • 2476 duplicate lines detected \u2014 consider DRY refactoring
  • 9 'god files' with >500 LOC need decomposition

Recommendations

  • Add a LICENSE file (MIT recommended for open source)
  • Move hardcoded secrets to environment variables or a secrets manager

Security & Health

17.1h
Tech Debt (B)
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
4.7%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

typescript
64.1%
markdown
16.7%
html
15.1%
css
1.2%
json
1.0%
shell
0.8%
javascript
0.6%
yaml
0.5%
text
0.1%

Frameworks

React Next.js Vitest Tailwind CSS Prisma

Concepts (2)

Open methodology · Repobility · https://repobility.com/research/
CategoryNameDescriptionConfidence
Methodology: Repobility · https://repobility.com/research/state-of-ai-code-2026/
auto_descriptionProject Descriptioncosmos-collective.com.au80%
auto_categoryWeb Frontendweb-frontend70%

Quality Timeline

1 quality score recorded.

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