Nullfeed Backend
C 65 completed
Other
containerized / python · small
54
Files
3,142
LOC
2
Frameworks
7
Languages
Pipeline State
completedRun ID
#392824Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
33.21Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #50878
Member of a group with 1 similar repo(s) — canonical #62161 view group →
Top concepts (2)
Project DescriptionWeb Backend
Repobility · open methodology · https://repobility.com/research/
AI Prompt
Build me a self-hosted YouTube media center backend using Python. I need it to be containerized with Docker and FastAPI. Key features should include automated channel subscriptions, a download manager using Celery, and media streaming that supports HTTP range requests. It must also handle multi-user support, provide AI recommendations via the Anthropic API, and send real-time updates using WebSockets. Please structure it to be easily deployable, perhaps even including an Unraid template.
python fastapi docker celery sqlalchemy youtube media-center websocket ai streaming
Generated by gemma4:latest
Catalog Information
A Self-Hosted YouTube Media Center -- Dockerized Backend
Description
A Self-Hosted YouTube Media Center -- Dockerized Backend
Novelty
3/10Tags
python fastapi docker celery sqlalchemy youtube media-center websocket ai streaming
Technologies
anthropic fastapi pydantic sqlalchemy
Claude Models
claude-opus-4-6
Quality Score
C
65.0/100
Structure
61
Code Quality
69
Documentation
42
Testing
55
Practices
74
Security
100
Dependencies
60
Strengths
- CI/CD pipeline configured (github_actions)
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
- Containerized deployment (Docker)
Weaknesses
- No LICENSE file \u2014 legal ambiguity for contributors
- 365 duplicate lines detected \u2014 consider DRY refactoring
Recommendations
- Add a linter configuration to enforce code style consistency
- Add a LICENSE file (MIT recommended for open source)
Security & Health
5.1h
Tech Debt (C)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (4)
Want this analysis on your repo? https://repobility.com/scan/
Unknown
License
4.4%
Duplication
Languages
Frameworks
FastAPI SQLAlchemy
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Want fix-PRs on findings? Install Repobility's GitHub App · github.com/apps/repobility-bot | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | A Self-Hosted YouTube Media Center -- Dockerized Backend | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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