Mediapulse

F 40 completed
Web App
web_app / python · tiny
32
Files
10,449
LOC
1
Frameworks
8
Languages

Pipeline State

completed
Run ID
#370372
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
60.67
Framework unique
Isolation
Last stage change
2026-05-10 03:35:38
Deduplication group #51758
Member of a group with 9 similar repo(s) — this repo is canonical view group →
Top concepts (1)
Web Backend
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/

AI Prompt

I want to build a media management tool called MediaPulse for content creators. The backend should be built using FastAPI in Python. It needs functionality for analyzing media, scraping content, and handling notifications. Please structure the project to include components for scheduling tasks, database interaction, and configuration management. The tool should be a web application that can process and manage various types of media content.
python fastapi web-app media-management scraping automation
Generated by gemma4:latest

Catalog Information

The MediaPulse project is a media management tool designed for content creators and publishers.

Description

MediaPulse is a web application that helps users manage their multimedia content, including images, videos, and audio files. It provides features such as file organization, metadata editing, and search functionality. The project utilizes Python and its associated libraries to create a user-friendly interface for media management. MediaPulse aims to simplify the process of organizing and sharing multimedia content.

الوصف

يعد مشروع ميديا بلس (MediaPulse) أداة إدارة وسائط متعددة مصممة للمبدعين والمحررين المحتوى. يقدم هذا التطبيق الويب ميزات مثل تنظيم الملفات، تعديل البيانات الوصفية، ووظائف البحث. يستخدم مشروع ميديا بلس لغة بايثون ومكتباتها المرتبطة لإنشاء واجهة مستخدم سهلة الاستخدام لإدارة وسائط متعددة. يهدف المشروع إلى تسهيل عملية تنظيم وتوزيع المحتوى المتعدد الوسائط.

Novelty

5/10

Tags

media-management content-organization file-search metadata-editing multimedia-content

Technologies

beautifulsoup fastapi openai pydantic uvicorn

Claude Models

claude-opus-4.6

Quality Score

F
39.5/100
Structure
29
Code Quality
48
Documentation
24
Testing
0
Practices
65
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 tests found \u2014 high risk of regressions
  • No CI/CD configuration \u2014 manual testing and deployment
  • 1 files with critical complexity need refactoring
  • 973 duplicate lines detected \u2014 consider DRY refactoring
  • 3 '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 linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

10.3h
Tech Debt (C)
A
OWASP (100%)
FAIL
Quality Gate
A
Risk (14)
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Unknown
License
3.5%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

python
58.2%
javascript
24.7%
html
9.1%
css
4.1%
markdown
2.8%
shell
0.7%
json
0.3%
text
0.1%

Frameworks

FastAPI

Concepts (1)

Per-row analysis by Repobility · https://repobility.com
CategoryNameDescriptionConfidence
Repobility — same analyzer, your code, free for public repos · /scan/
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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