Janani Suraksha
C 67 completed
Other
infrastructure / html · tiny
46
Files
6,061
LOC
1
Frameworks
6
Languages
Pipeline State
completedRun ID
#1544168Phase
doneProgress
0%Started
2026-04-16 22:33:24Finished
2026-04-16 22:33:24LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
63.95Framework unique
—Isolation
—Last stage change
2026-05-10 03:34:46Deduplication group #68997
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🧪 Code Distillation
Browse all specs →AI Prompt
Create a full-stack maternal health intelligence application using FastAPI as the backend gateway, deployed on Cloud Run. The system needs to support an ASHA worker interface built with HTML, CSS, and JavaScript (ideally using Alpine.js for interactivity). The core functionality should include three predictive engines: Bayesian Risk Scoring based on 7 risk factors, Emergency Referral Routing using precomputed shortest-path trees, and Anemia Progression Prediction. The backend must handle API requests, potentially involving rate limiting, and the overall structure should be containerized using Docker.
python fastapi html css javascript cloud-run docker maternal-health api web-app
Generated by gemma4:latest
Catalog Information
Create a full-stack maternal health intelligence application using FastAPI as the backend gateway, deployed on Cloud Run. The system needs to support an ASHA worker interface built with HTML, CSS, and JavaScript (ideally using Alpine.js for interactivity). The core functionality should include three predictive engines: Bayesian Risk Scoring based on 7 risk factors, Emergency Referral Routing using precomputed shortest-path trees, and Anemia Progression Prediction. The backend must handle API req
Tags
python fastapi html css javascript cloud-run docker maternal-health api web-app
Quality Score
C
67.2/100
Structure
64
Code Quality
84
Documentation
46
Testing
50
Practices
66
Security
90
Dependencies
90
Strengths
- Consistent naming conventions (snake_case)
- Good security practices — no major issues detected
- Containerized deployment (Docker)
- Properly licensed project
Weaknesses
- No CI/CD configuration — manual testing and deployment
- Potential hardcoded secrets in 1 files
- 111 duplicate lines detected — consider DRY refactoring
Recommendations
- Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
- Add a linter configuration to enforce code style consistency
- Move hardcoded secrets to environment variables or a secrets manager
Languages
Frameworks
FastAPI
Symbols
variable117
constant61
method39
function36
class23
property8
API Endpoints (11)
| Method | Path | Handler | Framework | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility — the code-quality scanner for AI-generated software · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | / | home | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /about | about | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /anemia-predict | anemia_predict | FastAPI | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /assessment | full_assessment | FastAPI | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /dashboard | dashboard | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /facilities | list_facilities | FastAPI | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /health | health_check | FastAPI | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /nearby-facilities | nearby_facilities | FastAPI | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /pitch | pitch | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /referral | referral_route | FastAPI | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /risk-score | risk_score | FastAPI | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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