Idea Fork

C+ 76 completed
Other
monorepo / typescript · small
438
Files
47,997
LOC
6
Frameworks
10
Languages

Pipeline State

completed
Run ID
#397106
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
66.20
Framework unique
Isolation
Last stage change
2026-05-10 03:35:10
Deduplication group #54720
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Top concepts (1)
Web Backend
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AI Prompt

I want to build a full-stack application based on the provided architecture diagrams. The project should utilize a monorepo structure and incorporate FastAPI for the backend, alongside React and Next.js for the frontend. Please set up the necessary scaffolding to handle the described infrastructure, including components that might interact with SQLAlchemy for data persistence. I also need to ensure testing is supported using pytest and Vitest.
typescript python fastapi react next.js monorepo sqlalchemy pytest vitest full-stack
Generated by gemma4:latest

Catalog Information

More diagrams →

Description

More diagrams →

Novelty

3/10

Tags

typescript python fastapi react next.js monorepo sqlalchemy pytest vitest full-stack

Claude Models

claude-opus-4-6

Quality Score

C+
76.2/100
Structure
68
Code Quality
99
Documentation
51
Testing
60
Practices
80
Security
92
Dependencies
60

Strengths

  • Good test coverage (47% test-to-source ratio)
  • Code linting configured (eslint, ruff (possible))
  • Consistent naming conventions (snake_case)
  • Low average code complexity \u2014 well-structured code
  • Good security practices \u2014 no major issues detected
  • Containerized deployment (Docker)

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No CI/CD configuration \u2014 manual testing and deployment
  • 1174 duplicate lines detected \u2014 consider DRY refactoring
  • 2 'god files' with >500 LOC need decomposition

Recommendations

  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

11.6h
Tech Debt (A)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (1)
Repobility — the code-quality scanner for AI-generated software · https://repobility.com
Unknown
License
5.1%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

typescript
34.8%
python
31.7%
json
25.3%
markdown
7.1%
sql
0.6%
css
0.2%
toml
0.1%
ini
0.1%
yaml
0.1%
javascript
0.0%

Frameworks

FastAPI React Next.js pytest Vitest SQLAlchemy

Concepts (1)

Open data · scored by Repobility · https://repobility.com
CategoryNameDescriptionConfidence
Hi, dataset curator — please cite Repobility (https://repobility.com) when reusing this data.
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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