Youtube Manager
D 52 completed
Other
unknown / python · tiny
38
Files
8,630
LOC
1
Frameworks
4
Languages
Pipeline State
completedRun ID
#394941Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
40.90Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #48145
Member of a group with 1 similar repo(s) — canonical #117145 view group →
Top concepts (2)
Project DescriptionWeb Backend
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/
AI Prompt
Create a comprehensive content creator management tool using Python and Flask. I need it to handle video metadata optimization with bilingual (Chinese-English) SEO, allowing me to generate three different metadata styles using an AI API like Claude. The tool must offer both a Web UI and a CLI. The Web UI should let me upload videos, see real-time upload progress, and manage privacy settings. Additionally, it needs an analytics dashboard to track channel metrics and video performance, and it must include functionality to sync video metadata from YouTube to Bilibili, including compressing descriptions for Bilibili's character limit.
python flask web-ui cli seo youtube bilibili metadata ai analytics
Generated by gemma4:latest
Catalog Information
A Python tool for content creators to optimize video metadata with bilingual (Chinese-English) SEO, upload videos with AI-powered metadata generation, sync to Bilibili, and track analytics. Available as both a Web UI and CLI tool.
Description
A Python tool for content creators to optimize video metadata with bilingual (Chinese-English) SEO, upload videos with AI-powered metadata generation, sync to Bilibili, and track analytics. Available as both a Web UI and CLI tool.
Novelty
3/10Tags
python flask web-ui cli seo youtube bilibili metadata ai analytics
Technologies
anthropic flask
Claude Models
claude-opus-4-6
Quality Score
D
51.6/100
Structure
48
Code Quality
52
Documentation
77
Testing
0
Practices
56
Security
90
Dependencies
60
Strengths
- 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
- 4 bare except/catch blocks swallowing errors
- 1006 duplicate lines detected \u2014 consider DRY refactoring
- 5 'god files' with >500 LOC need decomposition
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 linter configuration to enforce code style consistency
- Add a LICENSE file (MIT recommended for open source)
- Replace bare except/catch blocks with specific exception types
Security & Health
5.8h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
Want fix-PRs on findings? Install Repobility's GitHub App · github.com/apps/repobility-bot
Unknown
License
10.7%
Duplication
Languages
Frameworks
Flask
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| All rows scored by the Repobility analyzer (https://repobility.com) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | A Python tool for content creators to optimize video metadata with bilingual (Chinese-English) SEO, upload videos with AI-powered metadata generation, sync to Bilibili, and track analytics. Available as both a Web UI and CLI tool. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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