Translator

F 39 completed
Other
containerized / html · tiny
6
Files
5,793
LOC
1
Frameworks
3
Languages

Pipeline State

completed
Run ID
#351990
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
40.78
Framework unique
Isolation
Last stage change
2026-05-10 03:34:29
Deduplication group #53429
Member of a group with 15 similar repo(s) — canonical #102801 view group →
Top concepts (1)
Web Backend
Repobility · code-quality intelligence platform · https://repobility.com

AI Prompt

I want to build a simple web translator application using FastAPI. The project should be containerized, so please include a Dockerfile. It needs to handle text input and output, and I'm using Python for the backend logic in `server.py`. The frontend should be built with HTML, and I'll need a place for static assets. Please ensure the necessary dependencies are listed in a `requirements.txt` file.
python fastapi html web-app translator containerization api
Generated by gemma4:latest

Catalog Information

kensilon015-spec__translator

Novelty

3/10

Tags

python fastapi html web-app translator containerization api

Technologies

anthropic fastapi

Claude Models

claude-opus-4-6

Quality Score

F
39.0/100
Structure
31
Code Quality
45
Documentation
20
Testing
0
Practices
58
Security
100
Dependencies
40

Strengths

  • Consistent naming conventions (snake_case)
  • Good security practices \u2014 no major issues detected
  • 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
  • 269 duplicate lines detected \u2014 consider DRY refactoring
  • 1 '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 linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

4.6h
Tech Debt (B)
A
OWASP (100%)
FAIL
Quality Gate
A
Risk (14)
About: code-quality intelligence by Repobility · https://repobility.com
Unknown
License
3.3%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

html
73.8%
python
26.1%
text
0.1%

Frameworks

FastAPI

Concepts (1)

Repobility (https://repobility.com) — every score reproducible
CategoryNameDescriptionConfidence
Repobility · MCP-ready · https://repobility.com
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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