Cosmology System
D 60 completed
Other
web_app / json · small
105
Files
21,194
LOC
4
Frameworks
9
Languages
Pipeline State
completedRun ID
#394721Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
53.47Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #48048
Member of a group with 1 similar repo(s) — canonical #105962 view group →
Top concepts (2)
Project DescriptionWeb Frontend
All rows above produced by Repobility · https://repobility.com
AI Prompt
Create a teaching assistant platform for an Observational Cosmology course. I need it built using Next.js 14, TypeScript, and Tailwind CSS. The system must allow TAs to create assignments with customizable rubrics and grade student reports, which are PDF uploads. A key feature is AI-assisted grading using GPT-5.2, which grades reports based on specific categories like 'Cosmology-Anime Connection' and checks for significant figures. Students should be able to submit reports and see grade status badges. Additionally, include role-based access for Students and TAs, the ability to export grades as CSV, and integrate eight interactive cosmology simulations using Plotly.js. Finally, add a collapsible sidebar and a dark/light mode toggle.
next.js typescript tailwindcss react prisma postgresql ai-grading web-app education observational-cosmology
Generated by gemma4:latest
Catalog Information
A teaching assistant platform for a graduate-level Observational Cosmology course at NTHU. Graduate students write reports connecting anime/science fiction to real cosmology, and TAs grade them with AI assistance.
Description
A teaching assistant platform for a graduate-level Observational Cosmology course at NTHU. Graduate students write reports connecting anime/science fiction to real cosmology, and TAs grade them with AI assistance.
Novelty
3/10Tags
next.js typescript tailwindcss react prisma postgresql ai-grading web-app education observational-cosmology
Technologies
nextjs openai prisma react tailwind zod
Claude Models
claude-opus-4-6
Quality Score
D
59.6/100
Structure
53
Code Quality
96
Documentation
51
Testing
0
Practices
67
Security
75
Dependencies
60
Strengths
- Code linting configured (eslint)
- Containerized deployment (Docker)
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
- 4 files with critical complexity need refactoring
- 902 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
13.3h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
Repobility · code-quality intelligence · https://repobility.com
Unknown
License
4.5%
Duplication
Languages
Frameworks
React Next.js Tailwind CSS Prisma
Concepts (2)
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| auto_description | Project Description | A teaching assistant platform for a graduate-level Observational Cosmology course at NTHU. Graduate students write reports connecting anime/science fiction to real cosmology, and TAs grade them with AI assistance. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Frontend | web-frontend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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