Quant Finance Flash Cards
C 61 completed
Web App
unknown / json · small
84
Files
6,646
LOC
1
Frameworks
7
Languages
Pipeline State
completedRun ID
#307361Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
57.38Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:31Deduplication group #52941
Member of a group with 9 similar repo(s) — canonical #22901 view group →
Top concepts (7)
Project DescriptionpresentationWeb BackendFactoryDatabaseAnalyticsConfiguration
Same scanner, your repo: https://repobility.com — Repobility
AI Prompt
Create a web application using Flask for Quantitative Finance revision flashcards. The app should allow users to browse cards grouped by topic, filter by tag, and view dedicated tag pages. Key features include displaying prerequisites and "See Also" links based on concept relationships stored in `edges.json`. It needs an interactive knowledge graph visualization using `vis-network` that supports topic filtering and shortest-path highlighting. Also implement a fuzzy search feature accessible by pressing `/`, and ensure the UI supports both dark and light themes. The core content should be managed via Markdown files in the `cards/` directory.
python flask quantitative finance flashcards sqlite markdown web-app knowledge graph
Generated by gemma4:latest
Catalog Information
This project provides bite-sized revision flash cards for Quantitative Finance exams and interviews at an A Level mathematics standard.
Description
Quant-finance-flash-cards is a tool designed to help students prepare for Quantitative Finance exams and interviews by providing bite-sized revision flash cards. The content is pitched at an A Level mathematics standard, making it suitable for students looking to improve their knowledge in this field. The project aims to facilitate effective learning and revision through concise and focused study materials.
الوصف
هذا المشروع يقدم بطاقات تعريفية قصيرة لمراجعة المالية الكمية والتدريب على المقابلات، موجهة إلى مستوى الرياضيات في المستوى A. يهدف هذا المشروع إلى مساعدة الطلاب على إعدادهم لمقابلات المالية الكمية والمسابقات من خلال تقديم بطاقات تعريفية قصيرة ومفصلة.
Novelty
3/10Tags
revision flash-cards quantitative-finance exam-preparation interview-preparation mathematics financial-literacy
Technologies
flask
Claude Models
claude-opus-4.6
Quality Score
C
61.3/100
Structure
54
Code Quality
85
Documentation
58
Testing
0
Practices
70
Security
100
Dependencies
90
Strengths
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
Weaknesses
- 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
Recommendations
- 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)
Security & Health
4.1h
Tech Debt (B)
Medium
DORA Rating
A
OWASP (100%)
PASS
Quality Gate
All rows scored by the Repobility analyzer (https://repobility.com)
A
Risk (2)
Unknown
License
0.0%
Duplication
Languages
Frameworks
Flask
Symbols
function34
constant15
variable3
API Endpoints (7)
| Method | Path | Handler | Framework | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Same scanner, your repo: https://repobility.com — Repobility | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | / | index | Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /card/<path:card_id> | card_detail | Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /card/<path:card_id>/remove-link | remove_link | Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /formulas | formulas | Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /graph | graph_view | Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /random | random_card | Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /tag/<tag> | tag_page | Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Concepts (7)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/ | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | Bite-sized revision flash cards for Quantitative Finance exams and interviews, pitched at A Level mathematics standard. Each card covers one concept — definition, key formula, worked example, and its finance application. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | presentation | Detected presentation layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Factory | Found factory/create_ naming patterns | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Database | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Analytics | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Configuration | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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