Demo Xibao

C 66 completed
Other
containerized / html · tiny
29
Files
2,219
LOC
1
Frameworks
6
Languages

Pipeline State

completed
Run ID
#396615
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
32.41
Framework unique
Isolation
Last stage change
2026-05-10 03:35:10
Deduplication group #53429
Member of a group with 15 similar repo(s) — canonical #102801 view group →
Top concepts (2)
Project DescriptionWeb Backend
All rows above produced by Repobility · https://repobility.com

AI Prompt

I want to build a basic web application using Python and FastAPI. The project structure seems to be set up for containerization, so please ensure a Dockerfile is present. The application should use HTML for the frontend structure, and I need to manage dependencies using `pyproject.toml`. Can you set up the basic file structure so I can start developing the core logic in `main.py`?
python fastapi html docker web-app api containerization
Generated by gemma4:latest

Catalog Information

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

Description

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

Novelty

3/10

Tags

python fastapi html docker web-app api containerization

Technologies

fastapi openai pydantic

Claude Models

claude-opus-4-6

Quality Score

C
65.6/100
Structure
54
Code Quality
99
Documentation
55
Testing
0
Practices
79
Security
100
Dependencies
60

Strengths

  • Code linting configured (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 tests found \u2014 high risk of regressions
  • No CI/CD configuration \u2014 manual testing and deployment

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

4.8h
Tech Debt (D)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (5)
Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/
Unknown
License
0.0%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

html
46.9%
python
34.4%
markdown
12.9%
javascript
3.9%
json
1.1%
toml
0.9%

Frameworks

FastAPI

Concepts (2)

All metrics by Repobility · https://repobility.com
CategoryNameDescriptionConfidence
Open data scored by Repobility · https://repobility.com
auto_descriptionProject DescriptionAdd your description here80%
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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