Patient Monitor

F 42 completed
Web App
unknown / python · tiny
6
Files
486
LOC
1
Frameworks
4
Languages

Pipeline State

completed
Run ID
#362471
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_scaffold_dup
Novelty
31.89
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #48462
Member of a group with 1 similar repo(s) — canonical #89269 view group →
Top concepts (1)
Web Backend
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)

AI Prompt

I want to build a web application for healthcare professionals to display real-time patient monitoring data. Can you create this using Python and Flask? The application should read configuration from a YAML file and display the monitoring data on a web interface. Please structure the project to handle the necessary backend logic and template rendering.
python flask web-app healthcare monitoring data-visualization yaml
Generated by gemma4:latest

Catalog Information

A web application that displays real‑time patient monitoring data for healthcare professionals.

Description

This web application offers a real‑time dashboard for monitoring patient vital signs. It collects data from connected medical devices and displays key metrics such as heart rate, blood pressure, and oxygen saturation. The interface is designed for quick interpretation, featuring color‑coded alerts and trend graphs. It is intended for use by nurses, doctors, and clinical support staff in hospitals or outpatient settings. By providing instant visibility into patient status, it helps reduce response times and improve care quality.

الوصف

يقدم هذا التطبيق واجهة ويب تُظهر بيانات مراقبة المرضى في الوقت الحقيقي. يجمع البيانات من أجهزة طبية متصلة ويعرض مؤشرات أساسية مثل معدل ضربات القلب وضغط الدم ودرجة الأكسجين. تم تصميم الواجهة لتسهيل التفسير السريع، مع تنبيهات ملونة ومخططات تمثل الاتجاهات. يستهدف التطبيق الممرضين والأطباء والموظفين الداعمين في المستشفيات أو مراكز العناية الخارجية. يتيح للمستخدمين مراقبة الحالة الصحية للمرضى على مدار الساعة، مما يقلل من أوقات الاستجابة ويعزز جودة الرعاية. كما يوفر إمكانية تصدير تقارير قصيرة للمتابعة أو التحليل لاحقاً. يدمج التطبيق بروتوكولات أمان عالية لضمان سرية المعلومات الطبية. يساهم في تحسين التنسيق بين فرق الرعاية الصحية وتسهيل اتخاذ القرارات السريعة.

Novelty

6/10

Tags

real-time-monitoring patient-vitals clinical-dashboard healthcare-interface vital-signs-visualization medical-alerts

Technologies

flask gunicorn

Claude Models

claude-opus-4.6

Quality Score

F
41.8/100
Structure
34
Code Quality
40
Documentation
31
Testing
0
Practices
69
Security
100
Dependencies
60

Strengths

  • Consistent naming conventions (PascalCase)
  • 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

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

4.6h
Tech Debt (E)
A
OWASP (100%)
FAIL
Quality Gate
B
Risk (22)
Repobility analyzer · published findings · https://repobility.com
Unknown
License
0.0%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

python
63.8%
html
33.7%
yaml
1.9%
text
0.6%

Frameworks

Flask

Concepts (1)

Findings produced by Repobility · scan your repo at https://repobility.com/scan/
CategoryNameDescriptionConfidence
Repobility (the analyzer behind this table) · https://repobility.com
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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