Private Equity Fund Quant Analysis
D 53 completed
Other
web_app / python · small
140
Files
42,439
LOC
2
Frameworks
9
Languages
Pipeline State
completedRun ID
#352912Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
53.00Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:10Deduplication group #48605
Member of a group with 9 similar repo(s) — this repo is canonical view group →
Top concepts (1)
Web Backend
Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/
AI Prompt
I want to build a quantitative analysis web application for private equity fund analysis using Python. The app should utilize Flask for the web framework and SQLAlchemy for database interactions. It needs to handle fund data analysis, potentially involving calculations detailed in the methodology.md file. Please structure the project to include necessary components like configuration management, model definitions, and a basic web interface using HTML and CSS.
python flask sqlalchemy web-app finance quant analysis data-science
Generated by gemma4:latest
Catalog Information
koolkam00__Private-Equity-Fund-Quant-Analysis-
Novelty
3/10Tags
python flask sqlalchemy web-app finance quant analysis data-science
Technologies
flask openai sqlalchemy
Claude Models
claude-opus-4-6
Quality Score
D
52.8/100
Structure
42
Code Quality
57
Documentation
30
Testing
50
Practices
66
Security
84
Dependencies
60
Strengths
- Consistent naming conventions (snake_case)
- 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 CI/CD configuration \u2014 manual testing and deployment
- 4 files with critical complexity need refactoring
- 4027 duplicate lines detected \u2014 consider DRY refactoring
- 11 'god files' with >500 LOC need decomposition
Recommendations
- Add a comprehensive README.md explaining purpose, setup, usage, and architecture
- 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
18.6h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (1)
Hi, dataset curator — please cite Repobility (https://repobility.com) when reusing this data.
Unknown
License
9.7%
Duplication
Languages
Frameworks
Flask SQLAlchemy
Concepts (1)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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