Policy To Prototype
C+ 70 completed
Web App
web_app / json · small
74
Files
17,717
LOC
3
Frameworks
6
Languages
Pipeline State
completedRun ID
#306212Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
72.00Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:34Deduplication group #47474
Member of a group with 19 similar repo(s) — canonical #80778 view group →
Top concepts (11)
Project DescriptionWeb FrontendpresentationapiinfrastructuretestingAuthenticationFile ManagementSearchTestingConfiguration
Methodology: Repobility · https://repobility.com/research/state-of-ai-code-2026/
AI Prompt
Create a web application prototype generator that helps users build prototypes based on input policies. The project should be built using Next.js and React. I need the structure to support handling policy data, potentially involving JSON input, and the codebase should be testable using Jest. Please set up the basic file structure for this kind of tool.
next.js react typescript json web-app prototype jest policy
Generated by gemma4:latest
Catalog Information
policy-to-prototype is a project that helps users create prototypes based on policies, likely for policy-makers or stakeholders.
Description
This project uses Next.js to provide a boilerplate for creating prototypes from policies. It includes features such as font optimization and deployment options on Vercel. The project aims to simplify the process of turning policies into working prototypes. However, it does not seem to have any unique functionality or originality.
الوصف
هذا المشروع يستخدم Next.js لتقديم قوالب أساسية لإنشاء نماذج من السياسات. يحتوي على ميزات مثل تسهيل تحسين الخطوط والخيارات للتركيب على Vercel. يهدف المشروع إلى بسط عملية تحويل السياسات إلى نماذج عملية. ومع ذلك، لا يبدو أن لديه أي وظيفة فريدة أو أصالة.
Novelty
3/10Tags
policy-implementation prototype-generation boilerplate-project next-js
Technologies
anthropic jest next-auth nextjs react supabase tailwind
Claude Models
claude-opus-4.6
Quality Score
C+
70.2/100
Structure
59
Code Quality
96
Documentation
35
Testing
50
Practices
77
Security
100
Dependencies
90
Strengths
- Code linting configured (eslint)
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
Weaknesses
- No LICENSE file \u2014 legal ambiguity for contributors
- No CI/CD configuration \u2014 manual testing and deployment
- 467 duplicate lines detected \u2014 consider DRY refactoring
Recommendations
- Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
- Add a LICENSE file (MIT recommended for open source)
Security & Health
9.6h
Tech Debt (B)
High
DORA Rating
A
OWASP (100%)
PASS
Quality Gate
Open data scored by Repobility · https://repobility.com
A
Risk (1)
Unknown
License
9.1%
Duplication
Languages
Frameworks
React Next.js Jest
Symbols
variable202
function76
interface28
constant12
type_alias1
API Endpoints (1)
| Method | Path | Handler | Framework | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| All rows scored by the Repobility analyzer (https://repobility.com) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | file | formData.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Concepts (11)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| All rows above produced by Repobility · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | This is a Next.js project bootstrapped with create-next-app. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Frontend | web-frontend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | presentation | Detected presentation layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | api | Detected api layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | infrastructure | Detected infrastructure layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | testing | Detected testing layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Authentication | Detected from 6 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | File Management | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Search | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 11 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Configuration | Detected from 7 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
All rows scored by the Repobility analyzer (https://repobility.com)
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