Sajaag

D 60 completed
Other
monorepo / python · small
117
Files
7,949
LOC
5
Frameworks
11
Languages

Pipeline State

completed
Run ID
#1545871
Phase
done
Progress
0%
Started
2026-04-16 23:36:29
Finished
2026-04-16 23:36:29
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
72.35
Framework unique
Isolation
Last stage change
2026-05-10 03:34:51
Deduplication group #1938277
Member of a group with 1 similar repo(s) — this repo is canonical view group →
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AI Prompt

I want to build a full-stack application using a monorepo structure. The project needs a backend built with FastAPI and a frontend implemented using React for the web, and also needs to support a mobile client using React Native and Expo. For styling, please integrate Tailwind CSS across all parts. The repository structure should accommodate these different parts, including separate directories for the backend and potentially shared packages.
python fastapi react react-native expo tailwindcss monorepo full-stack
Generated by gemma4:latest

Catalog Information

I want to build a full-stack application using a monorepo structure. The project needs a backend built with FastAPI and a frontend implemented using React for the web, and also needs to support a mobile client using React Native and Expo. For styling, please integrate Tailwind CSS across all parts. The repository structure should accommodate these different parts, including separate directories for the backend and potentially shared packages.

Tags

python fastapi react react-native expo tailwindcss monorepo full-stack

Quality Score

D
59.5/100
Structure
41
Code Quality
97
Documentation
28
Testing
20
Practices
66
Security
100
Dependencies
90

Strengths

  • Consistent naming conventions (snake_case)
  • Good security practices — no major issues detected
  • Containerized deployment (Docker)

Weaknesses

  • Missing README file — critical for project understanding
  • No LICENSE file — legal ambiguity for contributors
  • No CI/CD configuration — manual testing and deployment
  • 358 duplicate lines detected — consider DRY refactoring

Recommendations

  • Add a comprehensive README.md explaining purpose, setup, usage, and architecture
  • Add a test suite — 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)

Languages

python
31.6%
typescript
23.0%
html
12.2%
markdown
11.7%
text
8.5%
json
6.2%
shell
3.4%
sql
3.1%
yaml
0.2%
toml
0.1%
css
0.0%

Frameworks

FastAPI React React Native Expo Tailwind CSS

Symbols

variable185
function79
constant66
method36
interface28
class26
type_alias7

API Endpoints (11)

Repobility · the analyzer behind every row · https://repobility.com
MethodPathHandlerFramework
Repobility · severity-and-effort ranking · https://repobility.com
GET/rootFastAPI/Flask
GET/alerts/{area_id}get_alertsFastAPI
GET/brief/{area_id}get_morning_briefFastAPI
POST/content/submitsubmit_contentFastAPI
POST/dealscreate_dealFastAPI
GET/deals/{area_id}get_dealsFastAPI
GET/healthhealth_checkFastAPI
GET/layers/{layer_type}/{area_id}get_layer_dataFastAPI
GET/news/{area_id}get_newsFastAPI
GET/pendingget_pending_contentFastAPI
POST/review/{content_id}review_contentFastAPI

Quality Timeline

1 quality score recorded.

View File Metrics
All rows above produced by Repobility · https://repobility.com

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BinComp Dependency Hardening

All packages →
5 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.
Faiohttp3.13.5 · 354 gadgets · risk 8061.4Nasyncio4.0.0 · 0 gadgets · risk 0.0Ncertifi2026.2.25 · 0 gadgets · risk 0.0Nfastapi0.135.3 · 0 gadgets · risk 0.0Npydantic2.12.5 · 0 gadgets · risk 0.0