Dashboard
F 38 completed
Bot
web_app / typescript · small
129
Files
26,708
LOC
2
Frameworks
5
Languages
Pipeline State
completedRun ID
#307590Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
79.47Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:38Deduplication group #61813
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Top concepts (1)
Web Frontend
Source: Repobility analyzer · https://repobility.com
🧪 Code Distillation
Browse all specs →AI Prompt
I want to build a WhatsApp AI chatbot dashboard using React and Next.js. The core functionality should allow users to interact with an artificial intelligence, similar to how WhatsApp works. Please structure the project to handle AI interactions, and ensure it supports displaying content formatted with Markdown. I'm also looking for a clean setup that utilizes TypeScript for type safety.
typescript react next.js chatbot ai whatsapp web-app markdown
Generated by gemma4:latest
Catalog Information
This project is a WhatsApp AI chatbot that enables users to interact with artificial intelligence.
Description
The WhatsApp AI chatbot is a Next.js application built using React and TypeScript. It utilizes Recharts for data visualization and Shadcn UI for styling. The project does not utilize any databases. Unfortunately, the README file is empty, so we cannot provide more information about its functionality or features.
الوصف
هذا المشروع هو بوت محادثة ذكية على واتساب يتيح للمستخدمين التفاعل مع الذكاء الاصطناعي. يتم بناء هذا المشروع باستخدام Next.js و React و TypeScript، ويستخدم Recharts لتصفية البيانات وشادكن UI للتصميم. لا يستخدم هذا المشروع أي قواعد بيانات. علاوة على ذلك، فإن ملف README فارغ، لذلك لا يمكننا تقديم مزيد من المعلومات عن وظائفه أو ميزاته.
Novelty
3/10Tags
ai-chat whatsapp-integration conversational-ui chatbot natural-language-processing
Technologies
nextjs react recharts shadcn-ui tailwind
Claude Models
claude-opus-4.6
Quality Score
F
38.5/100
Structure
28
Code Quality
70
Documentation
6
Testing
0
Practices
54
Security
65
Dependencies
90
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
- 2 files with critical complexity need refactoring
- Potential hardcoded secrets in 1 files
- 2250 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)
- Move hardcoded secrets to environment variables or a secrets manager
Security & Health
19.1h
Tech Debt (B)
Medium
DORA Rating
A
OWASP (100%)
Repobility · MCP-ready · https://repobility.com
FAIL
Quality Gate
A
Risk (14)
ISC
License
12.8%
Duplication
Languages
Frameworks
React Next.js
Symbols
variable1,026
function243
interface44
constant29
type_alias17
API Endpoints (3)
| Method | Path | Handler | Framework | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Hi, dataset curator — please cite Repobility (https://repobility.com) when reusing this data. | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | hub.challenge | searchParams.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | hub.mode | searchParams.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | hub.verify_token | searchParams.get | Express | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Concepts (1)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility (the analyzer behind this table) · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Frontend | web-frontend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
All rows above produced by Repobility · https://repobility.com
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