Glassbox
C 66 completed
Web App
monorepo / typescript · small
209
Files
23,284
LOC
4
Frameworks
11
Languages
Pipeline State
completedRun ID
#304360Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
76.67Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:24Deduplication group #47478
Member of a group with 6 similar repo(s) — canonical #2813 view group →
Top concepts (12)
Project DescriptionLayered ArchitectureFull StackStrategyConfigurationDatabaseFile ManagementLoggingSearchUser ManagementAuthenticationAnalytics
Methodology: Repobility · https://repobility.com/research/state-of-ai-code-2026/
🧪 Code Distillation
Browse all specs →Sample distilled functions (click for full spec)
useOAuthSyncExecutes a side effect that synchronizes the user's session data with a backend endpoint upon component mount and successful authentication. It takes no explicit inputs but relies on the React Context's session state, specifically needing an authenticated user with an email. The function makes a POS
SignupPageRenders a user sign-up page component, wrapping the main content within a Suspense boundary. This component accepts no inputs and returns a React element structure. If the underlying content is loading, it displays a visible spinning loader animation. Otherwise, it renders the actual SignupContent c
calculatePasswordStrengthDetermines the perceived strength of a given string input by analyzing its length and character composition. It accepts a single string representing the password and returns an object containing a numerical score, a descriptive label, and a corresponding background color class. The function calculat
AI Prompt
Create a full-stack application, like a portfolio optimization tool, for financial professionals. It needs to allow users to input stock tickers and quantities to analyze their portfolio. The system should calculate optimal portfolio weights, provide complete risk visibility, and generate actionable hedging strategies, such as suggesting specific short sales. I want the analysis to be transparent, showing how every number is calculated, and it should be fast. Please use Next.js for the frontend, NestJS for the backend, and incorporate Tailwind CSS for styling.
typescript next.js nestjs tailwind finance portfolio optimization risk-management web-app
Generated by gemma4:latest
Catalog Information
The glassbox project is a portfolio optimization and beta hedging tool designed for financial professionals.
Description
Glassbox is a portfolio optimization and beta hedging tool that provides a user-friendly interface to manage investment portfolios. It uses advanced algorithms to analyze market data and optimize portfolio performance. The tool is designed to help financial professionals make informed decisions about their investments. With glassbox, users can easily track their portfolio's performance, identify areas for improvement, and make data-driven decisions.
الوصف
هذا أداة تحسين المحفظة وخفض بيتا مصممة لخبراء المالية. تقوم بتحليل البيانات السوقية وتحسين أداء المحفظة باستخدام خوارزميات متقدمة. تتيح للمستخدمين إدارة محفظتهم بسهولة، وتتبع أدائها، واكتشاف مناطق للتطوير، و اتخاذ قرارات مدروسة.
Novelty
7/10Tags
portfolio-optimization beta-hedging financial-analysis investment-management data-driven-decisions
Technologies
nginx
Claude Models
claude-haiku-4.5 claude-sonnet-4.5 claude-sonnet-4.6
Quality Score
C
66.2/100
Structure
48
Code Quality
98
Documentation
55
Testing
15
Practices
81
Security
92
Dependencies
90
Strengths
- CI/CD pipeline configured (github_actions)
- 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
- 1078 duplicate lines detected \u2014 consider DRY refactoring
- 1 'god files' with >500 LOC need decomposition
Recommendations
- Add a test suite \u2014 start with critical path integration tests
- Add a linter configuration to enforce code style consistency
- Add a LICENSE file (MIT recommended for open source)
Security & Health
15.1h
Tech Debt (B)
Medium
DORA Rating
A
OWASP (100%)
Repobility (the analyzer behind this table) · https://repobility.com
PASS
Quality Gate
A
Risk (2)
Unknown
License
6.7%
Duplication
Languages
Frameworks
Next.js NestJS Jest Tailwind CSS
Symbols
variable317
function210
interface90
method71
class37
constant17
type_alias14
API Endpoints (14)
| Method | Path | Handler | Framework | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility analyzer · published findings · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | accept-language | headers.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /auth/login | axiosClient.post | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /auth/signup | axiosClient.post | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | callbackUrl | searchParams.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | callbackUrl | searchParams.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | endDate | params.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | JWT_SECRET | configService.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | NEXTAUTH_SECRET | configService.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | NEXT_LOCALE | cookies.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | portfolioId | searchParams.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | quantities | params.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | startDate | params.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | tab | searchParams.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | tickers | params.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Concepts (12)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Repobility — same analyzer, your code, free for public repos · /scan/ | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | Make smarter investment decisions with complete clarity. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_pattern | Layered Architecture | Found API/routes, service, and data layers | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Full Stack | full-stack | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Strategy | Found strategy/policy-named files | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Configuration | Detected from 18 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Database | Detected from 6 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | File Management | Detected from 7 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Logging | Detected from 8 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Search | Detected from 13 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | User Management | Detected from 10 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Authentication | Detected from 41 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Analytics | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Repobility · MCP-ready · https://repobility.com
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All packages →3 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.