Pivot 5 Website
F 47 completed
Web App
web_app / json · small
87
Files
20,849
LOC
3
Frameworks
8
Languages
Pipeline State
completedRun ID
#369645Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
66.75Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:17Deduplication group #52239
Member of a group with 4 similar repo(s) — canonical #91630 view group →
Top concepts (1)
Web Backend
Repobility · MCP-ready · https://repobility.com
AI Prompt
I want to build a full-stack website for the Pivot 5 tool, based on the structure in this repository. The project seems to involve a mix of technologies, so please set up a structure that incorporates Flask for the backend, React and Next.js for the frontend, and handles content that might be stored or managed via JSON files. I'm looking for a general website structure that can accommodate news and documentation, perhaps utilizing markdown for content display.
python flask react next.js json web-app website full-stack
Generated by gemma4:latest
Catalog Information
This project is a website for the Pivot 5 tool, likely used by Per Simmons.
Description
The Pivot 5 website provides an interface to interact with the Pivot 5 tool. It may allow users to input data, view results, and access documentation. The exact functionality is unknown without further information.
الوصف
توفير الموقع الويب لtool Pivot 5، يسمح للمستخدمين بالتفاعل مع tool Pivot 5. قد يتيح للمستخدمين إدخال البيانات، رؤية النتائج، ووصول إلى الوثائق. لا توجد معلومات إضافية عن الوظائف الدقيقة.
Novelty
1/10Tags
data-input result-viewing documentation-access
Claude Models
claude (unknown version) claude-opus-4.5
Quality Score
F
47.1/100
Structure
40
Code Quality
74
Documentation
31
Testing
20
Practices
49
Security
56
Dependencies
60
Strengths
- Code linting configured (eslint)
- Consistent naming conventions (snake_case)
- Containerized deployment (Docker)
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
- Potential hardcoded secrets in 2 files
- 917 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 LICENSE file (MIT recommended for open source)
- Move hardcoded secrets to environment variables or a secrets manager
Security & Health
5.1h
Tech Debt (A)
A
OWASP (100%)
FAIL
Quality Gate
A
Risk (13)
Repobility · open methodology · https://repobility.com/research/
Unknown
License
23.6%
Duplication
Languages
Frameworks
Flask React Next.js
Concepts (1)
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| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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