Lohas Papers
F 50 completed
Other
web_app / typescript · small
300
Files
32,438
LOC
4
Frameworks
11
Languages
Pipeline State
completedRun ID
#395044Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
55.67Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:17Deduplication group #51063
Member of a group with 5 similar repo(s) — canonical #105403 view group →
Top concepts (1)
Web Backend
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/
AI Prompt
I want to build a web application called LOHAS Papers. The project should use a modern stack including React and Next.js for the frontend, and FastAPI for the backend. I need to integrate SQLAlchemy for data management. The structure should accommodate separate directories for the backend, frontend UI, and potentially include testing setups for both unit and UI tests. Please ensure the project structure is set up to handle TypeScript for development.
typescript react next.js fastapi sqlalchemy web-app backend frontend python
Generated by gemma4:latest
Catalog Information
yo0001__LOHAS-Papers
Novelty
3/10Tags
typescript react next.js fastapi sqlalchemy web-app backend frontend python
Claude Models
claude-opus-4-6
Quality Score
F
49.8/100
Structure
29
Code Quality
98
Documentation
6
Testing
0
Practices
73
Security
76
Dependencies
60
Strengths
- Code linting configured (eslint)
- Containerized deployment (Docker)
Weaknesses
- Missing README file \u2014 critical for project understanding
- 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
- 1 files with critical complexity need refactoring
- 1572 duplicate lines detected \u2014 consider DRY refactoring
- 3 'god files' with >500 LOC need decomposition
Recommendations
- Add a comprehensive README.md explaining purpose, setup, usage, and architecture
- 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
22.6h
Tech Debt (B)
A
OWASP (100%)
FAIL
Quality Gate
A
Risk (14)
Repobility's GitHub App fixes findings like these · https://github.com/apps/repobility-bot
Unknown
License
4.7%
Duplication
Languages
Frameworks
FastAPI React Next.js SQLAlchemy
Concepts (1)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/ | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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