Myle Dashboard

F 43 completed
Web App
web_app / html · small
58
Files
21,952
LOC
1
Frameworks
8
Languages

Pipeline State

completed
Run ID
#363570
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
62.00
Framework unique
Isolation
Last stage change
2026-05-10 03:35:02
Deduplication group #48914
Member of a group with 16 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 personal web dashboard using Flask. This dashboard should leverage AI capabilities to provide personalized analytics and insights for an individual user. The project structure includes Python files for the backend logic, HTML/CSS for the frontend presentation, and it needs to interact with a database. Please set up the basic structure using Flask, ensuring I have files for the main application logic, database interaction, and necessary configuration files like a Procfile.
python flask web-dashboard ai analytics html css web-app
Generated by gemma4:latest

Catalog Information

A web dashboard that uses AI to deliver personalized analytics and insights for individuals.

Description

This web application provides a dashboard interface built with a lightweight web framework. It integrates with an AI service to generate insights and recommendations based on user input or data. The interface offers real‑time visualizations, customizable widgets, and a natural‑language query panel. Targeted at individuals who want to track personal metrics or receive AI‑driven advice, it eliminates the need for manual data aggregation. By combining a simple server architecture with AI‑powered analysis, it offers a streamlined way to turn raw information into actionable knowledge.

الوصف

يُقدِّم هذا التطبيق واجهة لوحة تحكم ويب مبنية على إطار عمل خفيف الوزن. يدمج مع خدمة ذكاء اصطناعي لتوليد رؤى وتوصيات استناداً إلى مدخلات أو بيانات المستخدم. يوفِّر الواجهة رسومات حية، عناصر قابلة للتخصيص، ولوحة استعلامات بلغة طبيعية. يستهدف الأفراد الذين يرغبون في تتبع مقاييسهم الشخصية أو الحصول على نصائح مدعومة بالذكاء الاصطناعي، مما يلغي الحاجة إلى تجميع البيانات يدويًا. من خلال الجمع بين بنية خادم بسيطة مع تحليل مدعوم بالذكاء الاصطناعي، يوفِّر طريقة مبسطة لتحويل المعلومات الخام إلى معرفة قابلة للتنفيذ.

Novelty

7/10

Tags

personal-analytics ai-insights dashboard-interface natural-language-queries real‑time-visualization customizable-widgets web‑based

Technologies

anthropic flask gunicorn

Claude Models

claude-sonnet-4.6 claude-haiku-4.5 claude-opus-4.6

Quality Score

F
43.0/100
Structure
24
Code Quality
62
Documentation
31
Testing
0
Practices
64
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
  • 1270 duplicate lines detected \u2014 consider DRY refactoring
  • 2 '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

5.8h
Tech Debt (A)
A
OWASP (100%)
FAIL
Quality Gate
A
Risk (13)
Want fix-PRs on findings? Install Repobility's GitHub App · github.com/apps/repobility-bot
Unknown
License
7.9%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

html
63.8%
python
29.8%
css
4.5%
markdown
0.8%
shell
0.4%
json
0.3%
javascript
0.3%
text
0.1%

Frameworks

Flask

Concepts (1)

Repobility · code-quality scanner for AI-generated software · https://repobility.com
CategoryNameDescriptionConfidence
Want fix-PRs on findings? Install Repobility's GitHub App · github.com/apps/repobility-bot
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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