Server Prod

F 47 completed
Api
unknown / javascript · small
206
Files
11,923
LOC
1
Frameworks
5
Languages

Pipeline State

completed
Run ID
#341645
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 03:35:31
Deduplication group #48249
Member of a group with 13 similar repo(s) — canonical #27541 view group →
Top concepts (1)
Web Backend
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AI Prompt

Create a backend API using Express.js that serves as a platform connecting talent with clients. This API needs to handle real-time communication, implement AI-powered matching logic, and manage secure payment processing. The structure should include dedicated directories for controllers, models, and middleware. Please ensure the setup supports configuration management using environment variables and includes necessary files for testing and deployment.
javascript express api backend real-time ai payment javascript json
Generated by gemma4:latest

Catalog Information

An API that connects talent with clients, offering real‑time communication, AI‑powered matching, and secure payment processing.

Description

The API provides a comprehensive backend for a talent marketplace, enabling the creation and management of talent profiles, job postings, and client requests. It leverages AI to match candidates with suitable projects, streamlining the hiring process. Real‑time communication is facilitated through WebSocket support, allowing instant messaging and collaboration between talent and clients. Integrated payment handling via a popular payment gateway ensures secure transactions and invoicing. The platform targets freelancers, agencies, and hiring managers seeking efficient talent acquisition and project execution.

الوصف

يُقدِّم هذا الواجهة برمجة تطبيقات بنية خلفية شاملة لسوق المواهب، مع إمكانية إنشاء وإدارة ملفات تعريف المواهب، وإعلانات الوظائف، وطلبات العملاء. يستفيد من الذكاء الاصطناعي لتوصيل المرشحين بالمشاريع المناسبة، مما يُسرِّع عملية التوظيف. يُسهل التواصل الفوري عبر دعم WebSocket، مما يتيح رسائل فورية وتعاون مباشر بين المواهب والعملاء. يدمج معالجة المدفوعات عبر بوابة دفع شائعة لضمان معاملات آمنة وفوترة دقيقة. يستهدف المنصة المستقلين، والوكالات، ومديري التوظيف الذين يبحثون عن اكتساب المواهب وتنفيذ المشاريع بكفاءة.

Novelty

7/10

Tags

talent-matching real-time-communication payment-processing ai-powered-recommendations job-marketplace freelance-platform client-talent-connection

Technologies

express openai socketio stripe

Claude Models

claude-opus-4.6 claude-sonnet-4.6

Quality Score

F
46.6/100
Structure
32
Code Quality
80
Documentation
2
Testing
0
Practices
79
Security
82
Dependencies
60

Strengths

  • Low average code complexity \u2014 well-structured code
  • 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
  • Potential hardcoded secrets in 1 files
  • 1516 duplicate lines detected \u2014 consider DRY refactoring

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)
  • Move hardcoded secrets to environment variables or a secrets manager

Security & Health

6.3h
Tech Debt (B)
A
OWASP (100%)
FAIL
Quality Gate
A
Risk (13)
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ISC
License
7.7%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

javascript
75.0%
json
21.7%
shell
3.0%
markdown
0.3%
text
0.1%

Frameworks

Express

Concepts (1)

Open data · scored by Repobility · https://repobility.com
CategoryNameDescriptionConfidence
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auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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