Yj Phonics
F 46 completed
Other
unknown / html · tiny
9
Files
3,219
LOC
1
Frameworks
6
Languages
Pipeline State
completedRun ID
#394953Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
24.95Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #50866
Member of a group with 1 similar repo(s) — canonical #112261 view group →
Top concepts (1)
Web Backend
Methodology: Repobility · https://repobility.com/research/state-of-ai-code-2026/
AI Prompt
I want to build a simple web application using Flask. The project structure suggests it uses Python for the backend, along with HTML and JavaScript for the frontend. I see files like `server.py` and a `static` directory, so I assume it's a standard Flask setup. Can you set up the basic structure so I can serve some content? I also see configuration files like `render.yaml` and `requirements.txt` that I'll need to manage dependencies.
python flask html javascript web-app backend
Generated by gemma4:latest
Catalog Information
yjm987931-dot__yj-phonics
Novelty
3/10Tags
python flask html javascript web-app backend
Technologies
flask
Claude Models
claude-opus-4-6
Quality Score
F
46.2/100
Structure
29
Code Quality
75
Documentation
13
Testing
0
Practices
64
Security
100
Dependencies
60
Strengths
- Good security practices \u2014 no major issues detected
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
- 129 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
4.1h
Tech Debt (C)
A
OWASP (100%)
FAIL
Quality Gate
A
Risk (15)
Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/
Unknown
License
0.0%
Duplication
Languages
Frameworks
Flask
Concepts (1)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Source: Repobility analyzer · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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